From 035f340e0f668f1d94920793f9d8b249cb1f2696 Mon Sep 17 00:00:00 2001
From: RHammond2 <RHammond2@users.noreply.github.com>
Date: Thu, 15 Feb 2024 17:27:32 +0000
Subject: [PATCH] Merge pull request #138 from WISDEM/develop

v0.9.3: Minor Bug Fix and Formatting Updates
---
 .buildinfo                                    |    4 +
 .nojekyll                                     |    0
 API/core.html                                 | 3049 +++++++++++++++
 API/index.html                                |  539 +++
 API/simulation_api.html                       | 1575 ++++++++
 API/types.html                                | 1676 +++++++++
 API/utilities.html                            |  924 +++++
 API/windfarm.html                             | 1275 +++++++
 .../operations_and_maintenance_model_FY20.pdf |  Bin 0 -> 13042806 bytes
 .../nawea_2023_wombat_tutorial_87913.pdf      |  Bin 0 -> 2565598 bytes
 ...AT_IEA_task_26_presentation_6_May_2021.pdf |  Bin 0 -> 10673636 bytes
 .../code_comparison.pdf                       |  Bin 0 -> 290805 bytes
 _images/class_diagram.svg                     |    1 +
 _images/data_classes.svg                      |    1 +
 _images/high_level_diagram.svg                |    1 +
 _images/package_hierarchy.svg                 |    1 +
 _images/simulation_api.svg                    |    1 +
 _images/simulation_diagram.svg                |    1 +
 _images/simulation_tools.svg                  |    1 +
 _modules/index.html                           |  429 +++
 _modules/wombat/core/data_classes.html        | 2615 +++++++++++++
 _modules/wombat/core/environment.html         | 1435 +++++++
 _modules/wombat/core/port.html                |  991 +++++
 _modules/wombat/core/post_processor.html      | 2693 ++++++++++++++
 _modules/wombat/core/repair_management.html   | 1196 ++++++
 _modules/wombat/core/service_equipment.html   | 2461 ++++++++++++
 _modules/wombat/core/simulation_api.html      |  846 +++++
 _modules/wombat/utilities/logging.html        |  541 +++
 _modules/wombat/utilities/plot.html           |  767 ++++
 _modules/wombat/utilities/time.html           |  575 +++
 _modules/wombat/utilities/utilities.html      |  555 +++
 _modules/wombat/windfarm/system/cable.html    |  842 +++++
 .../wombat/windfarm/system/subassembly.html   |  689 ++++
 _modules/wombat/windfarm/system/system.html   |  654 ++++
 _modules/wombat/windfarm/windfarm.html        |  965 +++++
 _sources/API/core.md                          |   64 +
 _sources/API/index.md                         |   21 +
 _sources/API/simulation_api.md                |   51 +
 _sources/API/types.md                         |  200 +
 _sources/API/utilities.md                     |   33 +
 _sources/API/windfarm.md                      |   37 +
 _sources/changelog.md                         |    4 +
 _sources/contributing.md                      |  278 ++
 _sources/examples/examples_reference.md       |   58 +
 _sources/examples/how_to.md                   |  651 ++++
 _sources/examples/index.md                    |  135 +
 _sources/examples/metrics_demonstration.md    |  687 ++++
 _sources/examples/strategy_demonstration.md   |  180 +
 _sources/index.md                             |  122 +
 _sources/install.md                           |   96 +
 _sources/presentations.md                     |   57 +
 _sources/team.md                              |   22 +
 _sources/workshops/index.md                   |    3 +
 _sources/workshops/nawea_wind_tech_2023.md    |   58 +
 ...e.1e8bd061cd6da7fc9cf755528e8ffc24.min.css |    1 +
 _sphinx_design_static/design-tabs.js          |   27 +
 _static/basic.css                             |  925 +++++
 _static/check-solid.svg                       |    4 +
 _static/clipboard.min.js                      |    7 +
 _static/copy-button.svg                       |    5 +
 _static/copybutton.css                        |   94 +
 _static/copybutton.js                         |  248 ++
 _static/copybutton_funcs.js                   |   73 +
 ...e.1e8bd061cd6da7fc9cf755528e8ffc24.min.css |    1 +
 _static/design-tabs.js                        |   27 +
 _static/doctools.js                           |  156 +
 _static/documentation_options.js              |   13 +
 _static/file.png                              |  Bin 0 -> 286 bytes
 _static/images/logo_binder.svg                |   19 +
 _static/images/logo_colab.png                 |  Bin 0 -> 7601 bytes
 _static/images/logo_deepnote.svg              |    1 +
 _static/images/logo_jupyterhub.svg            |    1 +
 _static/language_data.js                      |  199 +
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 _static/locales/et/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/fi/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/fr/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/mr/LC_MESSAGES/booktheme.po   |   66 +
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 _static/locales/ms/LC_MESSAGES/booktheme.po   |   66 +
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 _static/locales/nl/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/no/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/pl/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/pt/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/ro/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/ru/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/sr/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/tg/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/th/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/tl/LC_MESSAGES/booktheme.po   |   66 +
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 _static/locales/tr/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/uk/LC_MESSAGES/booktheme.po   |   75 +
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 _static/locales/ur/LC_MESSAGES/booktheme.po   |   66 +
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 _static/locales/vi/LC_MESSAGES/booktheme.po   |   75 +
 .../locales/zh_CN/LC_MESSAGES/booktheme.mo    |  Bin 0 -> 1310 bytes
 .../locales/zh_CN/LC_MESSAGES/booktheme.po    |   75 +
 .../locales/zh_TW/LC_MESSAGES/booktheme.mo    |  Bin 0 -> 1341 bytes
 .../locales/zh_TW/LC_MESSAGES/booktheme.po    |   75 +
 _static/minus.png                             |  Bin 0 -> 90 bytes
 ...69c37c29e427902b24a333a5f9fcb2f0b3ac41.css | 2342 ++++++++++++
 _static/play-solid.svg                        |    1 +
 _static/plus.png                              |  Bin 0 -> 90 bytes
 _static/pygments.css                          |  152 +
 _static/sbt-webpack-macros.html               |   11 +
 _static/scripts/bootstrap.js                  |    3 +
 _static/scripts/bootstrap.js.LICENSE.txt      |    5 +
 _static/scripts/bootstrap.js.map              |    1 +
 _static/scripts/pydata-sphinx-theme.js        |    2 +
 _static/scripts/pydata-sphinx-theme.js.map    |    1 +
 _static/scripts/sphinx-book-theme.js          |    2 +
 _static/scripts/sphinx-book-theme.js.map      |    1 +
 _static/searchtools.js                        |  574 +++
 _static/sphinx-thebe.css                      |  129 +
 _static/sphinx-thebe.js                       |  127 +
 _static/sphinx_highlight.js                   |  154 +
 _static/styles/bootstrap.css                  |    6 +
 _static/styles/bootstrap.css.map              |    1 +
 _static/styles/pydata-sphinx-theme.css        |    2 +
 _static/styles/pydata-sphinx-theme.css.map    |    1 +
 _static/styles/sphinx-book-theme.css          |    8 +
 _static/styles/theme.css                      |    2 +
 _static/togglebutton.css                      |  160 +
 _static/togglebutton.js                       |  187 +
 _static/vendor/fontawesome/6.5.1/LICENSE.txt  |  165 +
 .../vendor/fontawesome/6.5.1/css/all.min.css  |    5 +
 .../vendor/fontawesome/6.5.1/js/all.min.js    |    2 +
 .../6.5.1/js/all.min.js.LICENSE.txt           |    5 +
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 _static/webpack-macros.html                   |   31 +
 changelog.html                                | 1038 ++++++
 contributing.html                             |  827 +++++
 examples/examples_reference.html              |  616 +++
 examples/how_to.html                          | 1352 +++++++
 examples/index.html                           |  712 ++++
 examples/metrics_demonstration.html           | 3305 +++++++++++++++++
 examples/strategy_demonstration.html          |  934 +++++
 genindex.html                                 | 1254 +++++++
 index.html                                    |  651 ++++
 install.html                                  |  639 ++++
 objects.inv                                   |  Bin 0 -> 7322 bytes
 presentations.html                            |  594 +++
 py-modindex.html                              |  484 +++
 search.html                                   |  431 +++
 searchindex.js                                |    1 +
 team.html                                     |  558 +++
 workshops/index.html                          |  505 +++
 workshops/nawea_wind_tech_2023.html           |  591 +++
 219 files changed, 53724 insertions(+)
 create mode 100644 .buildinfo
 create mode 100644 .nojekyll
 create mode 100644 API/core.html
 create mode 100644 API/index.html
 create mode 100644 API/simulation_api.html
 create mode 100644 API/types.html
 create mode 100644 API/utilities.html
 create mode 100644 API/windfarm.html
 create mode 100644 _downloads/30aaf67e9b6bf27387b51f7cf6267503/operations_and_maintenance_model_FY20.pdf
 create mode 100644 _downloads/5d8e6320b3861dbde9632c4932c79584/nawea_2023_wombat_tutorial_87913.pdf
 create mode 100644 _downloads/8270ee20ee3e039689ef51ef547e2cd2/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf
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 create mode 100644 _images/class_diagram.svg
 create mode 100644 _images/data_classes.svg
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 create mode 100644 _images/package_hierarchy.svg
 create mode 100644 _images/simulation_api.svg
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 create mode 100644 _modules/index.html
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 create mode 100644 _modules/wombat/core/post_processor.html
 create mode 100644 _modules/wombat/core/repair_management.html
 create mode 100644 _modules/wombat/core/service_equipment.html
 create mode 100644 _modules/wombat/core/simulation_api.html
 create mode 100644 _modules/wombat/utilities/logging.html
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 create mode 100644 _modules/wombat/windfarm/system/subassembly.html
 create mode 100644 _modules/wombat/windfarm/system/system.html
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 create mode 100644 _sources/API/core.md
 create mode 100644 _sources/API/index.md
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 create mode 100644 _sources/API/types.md
 create mode 100644 _sources/API/utilities.md
 create mode 100644 _sources/API/windfarm.md
 create mode 100644 _sources/changelog.md
 create mode 100644 _sources/contributing.md
 create mode 100644 _sources/examples/examples_reference.md
 create mode 100644 _sources/examples/how_to.md
 create mode 100644 _sources/examples/index.md
 create mode 100644 _sources/examples/metrics_demonstration.md
 create mode 100644 _sources/examples/strategy_demonstration.md
 create mode 100644 _sources/index.md
 create mode 100644 _sources/install.md
 create mode 100644 _sources/presentations.md
 create mode 100644 _sources/team.md
 create mode 100644 _sources/workshops/index.md
 create mode 100644 _sources/workshops/nawea_wind_tech_2023.md
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new file mode 100644
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+++ b/API/core.html
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+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Simulation Core Classes &#8212; WOMBAT</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
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+  <link href="../_static/styles/theme.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
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+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
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+    <script>DOCUMENTATION_OPTIONS.pagename = 'API/core';</script>
+    <link rel="index" title="Index" href="../genindex.html" />
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+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
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+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../install.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../contributing.html">Contributor's Guide</a></li>
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+<li class="toctree-l1 has-children"><a class="reference internal" href="../workshops/index.html">Workshops</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="../workshops/nawea_wind_tech_2023.html">NAWEA WindTech 2023 WOMBAT Tutorial</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="../team.html">Team</a></li>
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+<li class="toctree-l2"><a class="reference internal" href="../examples/how_to.html">How To Use WOMBAT</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../examples/strategy_demonstration.html">Servicing Strategies</a></li>
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+<li class="toctree-l2"><a class="reference internal" href="../examples/examples_reference.html">Examples Reference</a></li>
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+</div>
+              
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+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Simulation Core Classes</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#environment">Environment</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._register_windfarm"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._register_windfarm()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.run"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.run()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._logging_setup"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._logging_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.get_random_seconds"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.get_random_seconds()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.simulation_time"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.simulation_time</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.is_workshift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.hour_in_shift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.hour_in_shift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.hours_to_next_shift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.hours_to_next_shift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.current_time"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.current_time</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.date_ix"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.date_ix()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._weather_setup"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._weather_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.weather_now"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_now</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.weather_forecast"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_forecast()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.log_action"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._log_actions"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._log_actions()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.load_events_log_dataframe"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.load_events_log_dataframe()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._calculate_windfarm_total"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._calculate_windfarm_total()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._calculate_adjusted_production"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._calculate_adjusted_production()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.load_operations_log_dataframe()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.power_production_potential_to_csv()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.cleanup_log_files"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.cleanup_log_files()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#repair-management">Repair Management</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager"><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.env"><code class="docutils literal notranslate"><span class="pre">RepairManager.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.windfarm"><code class="docutils literal notranslate"><span class="pre">RepairManager.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._current_id"><code class="docutils literal notranslate"><span class="pre">RepairManager._current_id</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.downtime_based_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager.downtime_based_equipment</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.request_based_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager.request_based_equipment</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._update_equipment_map"><code class="docutils literal notranslate"><span class="pre">RepairManager._update_equipment_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_windfarm"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_windfarm()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_equipment()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_port"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._create_request_id"><code class="docutils literal notranslate"><span class="pre">RepairManager._create_request_id()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._is_request_processing"><code class="docutils literal notranslate"><span class="pre">RepairManager._is_request_processing()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._run_equipment_downtime"><code class="docutils literal notranslate"><span class="pre">RepairManager._run_equipment_downtime()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._run_equipment_requests"><code class="docutils literal notranslate"><span class="pre">RepairManager._run_equipment_requests()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.register_request"><code class="docutils literal notranslate"><span class="pre">RepairManager.register_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.submit_request"><code class="docutils literal notranslate"><span class="pre">RepairManager.submit_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_request_by_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_request_by_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_request_by_severity"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_request_by_severity()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.invalidate_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.invalidate_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.interrupt_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.interrupt_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.register_repair"><code class="docutils literal notranslate"><span class="pre">RepairManager.register_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.enable_requests_for_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.enable_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_all_requests_for_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_all_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.purge_subassembly_requests"><code class="docutils literal notranslate"><span class="pre">RepairManager.purge_subassembly_requests()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.request_map"><code class="docutils literal notranslate"><span class="pre">RepairManager.request_map</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.core.service_equipment">Servicing Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.consecutive_groups"><code class="docutils literal notranslate"><span class="pre">consecutive_groups()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.calculate_delay_from_forecast"><code class="docutils literal notranslate"><span class="pre">calculate_delay_from_forecast()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.validate_end_points"><code class="docutils literal notranslate"><span class="pre">validate_end_points()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.reset_system_operations"><code class="docutils literal notranslate"><span class="pre">reset_system_operations()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.env"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.windfarm"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.manager"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.settings"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.onsite"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.onsite</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.enroute"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.enroute</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.at_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_port</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.at_system"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_system</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.current_system"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.current_system</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.transferring_crew"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.transferring_crew</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.finish_setup_with_environment_variables()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._register_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._register_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._set_location"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._set_location()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._weather_forecast"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._weather_forecast()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.get_speed"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.get_speed()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.get_next_request"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.get_next_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.enable_string_operations"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.enable_string_operations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.register_repair_with_subassembly()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.wait_until_next_operational_period()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mobilize_scheduled()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mobilize"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mobilize()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.find_uninterrupted_weather_window()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.find_interrupted_weather_window()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.weather_delay"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.weather_delay()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_intra_site_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_uninterrupted_travel_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_interrupted_travel_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.travel"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.travel()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.tow"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.crew_transfer"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.crew_transfer()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mooring_connection"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mooring_connection()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.in_situ_repair"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.in_situ_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_scheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_unscheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_tow_to_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._check_working_hours"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._check_working_hours()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._is_workshift"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.hours_to_next_operational_date()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.initialize_cost_calculators()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.process_repair"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.process_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_tow_to_site()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.wait_until_next_shift()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.core.port">Port</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port"><code class="docutils literal notranslate"><span class="pre">Port</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.env"><code class="docutils literal notranslate"><span class="pre">Port.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.windfarm"><code class="docutils literal notranslate"><span class="pre">Port.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.manager"><code class="docutils literal notranslate"><span class="pre">Port.manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.settings"><code class="docutils literal notranslate"><span class="pre">Port.settings</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.requests_serviced"><code class="docutils literal notranslate"><span class="pre">Port.requests_serviced</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.turbine_manager"><code class="docutils literal notranslate"><span class="pre">Port.turbine_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.crew_manager"><code class="docutils literal notranslate"><span class="pre">Port.crew_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.service_equipment_manager"><code class="docutils literal notranslate"><span class="pre">Port.service_equipment_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.active_repairs"><code class="docutils literal notranslate"><span class="pre">Port.active_repairs</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._log_annual_fee"><code class="docutils literal notranslate"><span class="pre">Port._log_annual_fee()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.repair_single"><code class="docutils literal notranslate"><span class="pre">Port.repair_single()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.transfer_requests_from_manager"><code class="docutils literal notranslate"><span class="pre">Port.transfer_requests_from_manager()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_repairs"><code class="docutils literal notranslate"><span class="pre">Port.run_repairs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.get_all_requests_for_system"><code class="docutils literal notranslate"><span class="pre">Port.get_all_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_tow_to_port"><code class="docutils literal notranslate"><span class="pre">Port.run_tow_to_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_unscheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">Port.run_unscheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._check_working_hours"><code class="docutils literal notranslate"><span class="pre">Port._check_working_hours()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._do_get"><code class="docutils literal notranslate"><span class="pre">Port._do_get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._do_put"><code class="docutils literal notranslate"><span class="pre">Port._do_put()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._is_protocol"><code class="docutils literal notranslate"><span class="pre">Port._is_protocol</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._is_workshift"><code class="docutils literal notranslate"><span class="pre">Port._is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._trigger_get"><code class="docutils literal notranslate"><span class="pre">Port._trigger_get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._trigger_put"><code class="docutils literal notranslate"><span class="pre">Port._trigger_put()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.hours_to_next_operational_date"><code class="docutils literal notranslate"><span class="pre">Port.hours_to_next_operational_date()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.initialize_cost_calculators"><code class="docutils literal notranslate"><span class="pre">Port.initialize_cost_calculators()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.process_repair"><code class="docutils literal notranslate"><span class="pre">Port.process_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.wait_until_next_shift"><code class="docutils literal notranslate"><span class="pre">Port.wait_until_next_shift()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="simulation-core-classes">
+<span id="core"></span><h1>Simulation Core Classes<a class="headerlink" href="#simulation-core-classes" title="Link to this heading">#</a></h1>
+<p>There are a variety of components that enable a simulation to be run, from the
+environment to the management of repairs to the servicing equipment. The below will show
+how each of the APIs are powered to enable the full flexibility of modeling.</p>
+<a class="reference internal image-reference" href="../_images/simulation_tools.svg"><img alt="" class="align-center" src="../_images/simulation_tools.svg" width="2400px" /></a>
+<section id="environment">
+<span id="core-environment"></span><h2>Environment<a class="headerlink" href="#environment" title="Link to this heading">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.environment.</span></span><span class="sig-name descname"><span class="pre">WombatEnvironment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">simulation_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment" title="Link to this definition">#</a></dt>
+<dd><p>The primary mechanism for powering an O&amp;M simulation. This object has insight
+into all other simulation objects, and controls the timing, date/time stamps, and
+weather conditions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data_dir</strong> (<em>pathlib.Path</em><em> | </em><em>str</em>) -- Directory where the inputs are stored and where to save outputs.</p></li>
+<li><p><strong>weather_file</strong> (<em>str</em>) -- Name of the weather file. Should be contained within <code class="docutils literal notranslate"><span class="pre">data_dir</span></code>/weather/, with
+columns &quot;datetime&quot;, &quot;windspeed&quot;, and, optionally, &quot;waveheight&quot;. The datetime
+column should adhere to the following format: &quot;MM/DD/YY HH:MM&quot;, in 24-hour time.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- Starting time for the repair crew, in 24 hour local time. This can be overridden
+by an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object that operates outside of the &quot;typical&quot;
+working hours.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- Ending time for the repair crew, in 24 hour local time. This can be overridden
+by an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object that operates outside of the &quot;typical&quot;
+working hours.</p></li>
+<li><p><strong>simulation_name</strong> (<em>str</em><em> | </em><em>None</em><em>, </em><em>optional</em>) -- <p>Name of the simulation; will be used for naming the log file, by default None.
+If <code class="docutils literal notranslate"><span class="pre">None</span></code>, then the current time will be used. Will always save to
+<code class="docutils literal notranslate"><span class="pre">data_dir</span></code>/outputs/logs/<code class="docutils literal notranslate"><span class="pre">simulation_name</span></code>.log.</p>
+</p></li>
+<li><p><strong>start_year</strong> (<em>int</em><em> | </em><em>None</em><em>, </em><em>optional</em>) -- Custom starting year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code> or
+less than the first year of the weather profile, this will be ignored.</p></li>
+<li><p><strong>end_year</strong> (<em>int</em><em> | </em><em>None</em><em>, </em><em>optional</em>) -- Custom ending year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code> or
+greater than the last year of the weather profile, this will be ignored.</p></li>
+<li><p><strong>port_distance</strong> (<em>int</em><em> | </em><em>float</em>) -- The simulation-wide daily travel distance for servicing equipment. This
+should be used as a base setting when multiple or all servicing equipment
+will be operating out of the same base location, but can be individually
+modified.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level,
+an undefined or later starting date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level,
+an undefined or earlier ending date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level,
+an undefined or later starting date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level,
+an undefined or earlier ending date will be overridden for all servicing
+equipment and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) -- The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden for all servicing equipment and any modeled port, by default 0.0.</p></li>
+<li><p><strong>random_seed</strong> (<em>int</em><em> | </em><em>None</em>) -- The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator</em><em> | </em><em>None</em>) -- An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>FileNotFoundError</strong> -- Raised if <code class="docutils literal notranslate"><span class="pre">data_dir</span></code> cannot be found.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._register_windfarm">
+<span class="sig-name descname"><span class="pre">_register_windfarm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._register_windfarm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._register_windfarm" title="Link to this definition">#</a></dt>
+<dd><p>Adds the simulation windfarm to the class attributes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>windfarm</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">until</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.run"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.run" title="Link to this definition">#</a></dt>
+<dd><p>Extends the <code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> method to change the default behavior
+if no argument is passed to <code class="docutils literal notranslate"><span class="pre">until</span></code>, which will now run a simulation until the
+end of the weather profile is reached.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>until</strong> (<em>Optional</em><em>[</em><em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>, </em><em>Event</em><em>]</em><em>]</em><em>, </em><em>optional</em>) -- When to stop the simulation, by default None. See documentation on
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._logging_setup">
+<span class="sig-name descname"><span class="pre">_logging_setup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._logging_setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._logging_setup" title="Link to this definition">#</a></dt>
+<dd><p>Completes the setup for logging data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.get_random_seconds">
+<span class="sig-name descname"><span class="pre">get_random_seconds</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">low</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">high</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">10</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.get_random_seconds"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.get_random_seconds" title="Link to this definition">#</a></dt>
+<dd><p>Generate a random number of seconds to wait, between <code class="xref py py-attr docutils literal notranslate"><span class="pre">low</span></code> and
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">high</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>low</strong> (<em>int</em><em>, </em><em>optional</em>) -- Minimum number of seconds to wait, by default 0.</p></li>
+<li><p><strong>high</strong> (<em>int</em><em>, </em><em>optional</em>) -- Maximum number of seconds to wait, by default 10.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Number of seconds to wait.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.simulation_time">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">simulation_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">datetime</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.simulation_time" title="Link to this definition">#</a></dt>
+<dd><p>Current time within the simulation (&quot;datetime&quot; column within weather).</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.is_workshift">
+<span class="sig-name descname"><span class="pre">is_workshift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.is_workshift"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.is_workshift" title="Link to this definition">#</a></dt>
+<dd><p>Check if the current simulation time is within the windfarm's working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>workday_start</strong> (<em>int</em>) -- A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_end</span></code> must also be
+provided in order to be used.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_start</span></code> must also be
+provided in order to be used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>bool</em> -- True if it's valid working hours, False otherwise.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.hour_in_shift">
+<span class="sig-name descname"><span class="pre">hour_in_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hour</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.hour_in_shift"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.hour_in_shift" title="Link to this definition">#</a></dt>
+<dd><p>Checks whether an <code class="docutils literal notranslate"><span class="pre">hour</span></code> is within the working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hour</strong> (<em>int</em>) -- Hour of the day.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_end</span></code> must also be
+provided in order to be used.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object. <code class="docutils literal notranslate"><span class="pre">workday_start</span></code> must also be
+provided in order to be used.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>bool</em> -- True if <code class="docutils literal notranslate"><span class="pre">hour</span></code> is during working hours, False otherwise.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.hours_to_next_shift">
+<span class="sig-name descname"><span class="pre">hours_to_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.hours_to_next_shift"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.hours_to_next_shift" title="Link to this definition">#</a></dt>
+<dd><p>Time until the next work shift starts, in hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>workday_start</strong> (<em>int</em>) -- A valid hour in 24 hour time, by default -1. This should only be provided
+from an <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code> object.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Hours until the next shift starts.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.current_time">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_time</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">str</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.current_time" title="Link to this definition">#</a></dt>
+<dd><p>Timestamp for the current time as a datetime.datetime.strftime.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.date_ix">
+<span class="sig-name descname"><span class="pre">date_ix</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">date</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.date_ix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.date_ix" title="Link to this definition">#</a></dt>
+<dd><p>The first index of a future date. This corresponds to the number of hours
+until this dates from the very beginning of the simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>date</strong> (<em>datetime.datetime</em><em> | </em><em>datetime.date</em>) -- A date within the environment's simulation range.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>int</em> -- Index of the weather profile corresponds to the first hour of <code class="docutils literal notranslate"><span class="pre">date</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._weather_setup">
+<span class="sig-name descname"><span class="pre">_weather_setup</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">weather_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._weather_setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._weather_setup" title="Link to this definition">#</a></dt>
+<dd><p>Reads the weather data from the &quot;&lt;inputs&gt;/weather&quot; directory, and creates the
+<code class="docutils literal notranslate"><span class="pre">start_date</span></code> and <code class="docutils literal notranslate"><span class="pre">end_date</span></code> time stamps for the simulation.</p>
+<p>This also fills any missing data with zeros and interpolates the values of any
+missing datetime entries.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>weather_file</strong> (<em>str</em>) -- Name of the weather file to be used by the environment. Should be contained
+within <code class="docutils literal notranslate"><span class="pre">data_dir/weather</span></code>.</p></li>
+<li><p><strong>start_year</strong> (<em>Optional</em><em>[</em><em>int</em><em>]</em><em>, </em><em>optional</em>) -- Custom starting year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code>
+or less than the first year of the weather profile, this will be ignored.</p></li>
+<li><p><strong>end_year</strong> (<em>Optional</em><em>[</em><em>int</em><em>]</em><em>, </em><em>optional</em>) -- Custom ending year for the weather profile, by default None. If <code class="docutils literal notranslate"><span class="pre">None</span></code> or
+greater than the last year of the weather profile, this will be ignored.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The wind (and  wave) timeseries.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.weather_now">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">weather_now</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">DataFrame</span></em><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.weather_now" title="Link to this definition">#</a></dt>
+<dd><p>The current weather.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pl.DataFrame</em> -- A length 1 slice from the weather profile at the current <code class="docutils literal notranslate"><span class="pre">int()</span></code> rounded
+hour, in simulation time.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.weather_forecast">
+<span class="sig-name descname"><span class="pre">weather_forecast</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.weather_forecast"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.weather_forecast" title="Link to this definition">#</a></dt>
+<dd><p>Returns the datetime, wind, wave, and hour data for the next <code class="docutils literal notranslate"><span class="pre">hours</span></code> hours,
+starting from the current hour's weather.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hours</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em>) -- Number of hours to look ahead, rounds up to the nearest hour.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[pl.Series, pl.Series, pl.Series, pl.Series]</em> -- Each of the relevant columns (datetime, wind, wave, hour) from the weather
+profile.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.log_action">
+<span class="sig-name descname"><span class="pre">log_action</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">action</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reason</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">''</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_ol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_ol</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">duration</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">distance_km</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'na'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'na'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hourly_labor_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">salary_labor_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.log_action"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.log_action" title="Link to this definition">#</a></dt>
+<dd><p>Formats the logging messages into the expected format for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent</strong> (<em>str</em>) -- Agent performing the action.</p></li>
+<li><p><strong>action</strong> (<em>str</em>) -- Action that was taken.</p></li>
+<li><p><strong>reason</strong> (<em>str</em>) -- Reason an action was taken.</p></li>
+<li><p><strong>additional</strong> (<em>str</em>) -- Any additional information that needs to be logged.</p></li>
+<li><p><strong>system_id</strong> (<em>str</em>) -- Turbine ID, <code class="docutils literal notranslate"><span class="pre">System.id</span></code>, by default &quot;&quot;.</p></li>
+<li><p><strong>system_name</strong> (<em>str</em>) -- Turbine name, <code class="docutils literal notranslate"><span class="pre">System.name</span></code>, by default &quot;&quot;.</p></li>
+<li><p><strong>part_id</strong> (<em>str</em>) -- Subassembly, component, or cable ID, <code class="docutils literal notranslate"><span class="pre">_.id</span></code>, by default &quot;&quot;.</p></li>
+<li><p><strong>part_name</strong> (<em>str</em>) -- Subassembly, component, or cable name, <code class="docutils literal notranslate"><span class="pre">_.name</span></code>, by default &quot;&quot;.</p></li>
+<li><p><strong>system_ol</strong> (<em>float</em><em> | </em><em>int</em>) -- Turbine operating level, <code class="docutils literal notranslate"><span class="pre">System.operating_level</span></code>. Use an empty string
+for n/a, by default 0.</p></li>
+<li><p><strong>part_ol</strong> (<em>float</em><em> | </em><em>int</em>) -- Subassembly, component, or cable operating level, <code class="docutils literal notranslate"><span class="pre">_.operating_level</span></code>. Use
+an empty string for n/a, by default 0.</p></li>
+<li><p><strong>request_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> assigned request_id found in
+<code class="docutils literal notranslate"><span class="pre">RepairRequest.request_id</span></code>, by default &quot;na&quot;.</p></li>
+<li><p><strong>location</strong> (<em>str</em>) -- The location of where the event ocurred: should be one of site, port,
+enroute, or system, by default &quot;na&quot;.</p></li>
+<li><p><strong>duration</strong> (<em>float</em>) -- Length of time the action lasted, by default 0.</p></li>
+<li><p><strong>distance</strong> (<em>float</em>) -- Distance traveled, in km, if applicable, by default 0.</p></li>
+<li><p><strong>materials_cost</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em><em>, </em><em>optional</em>) -- Total cost of materials for action, in USD, by default 0.</p></li>
+<li><p><strong>hourly_labor_cost</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em><em>, </em><em>optional</em>) -- Total cost of hourly labor for action, in USD, by default 0.</p></li>
+<li><p><strong>salary_labor_cost</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em><em>, </em><em>optional</em>) -- Total cost of salaried labor for action, in USD, by default 0.</p></li>
+<li><p><strong>equipment_cost</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em><em>, </em><em>optional</em>) -- Total cost of equipment for action, in USD, by default 0.</p></li>
+<li><p><strong>distance_km</strong> (<em>float</em>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._log_actions">
+<span class="sig-name descname"><span class="pre">_log_actions</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._log_actions"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._log_actions" title="Link to this definition">#</a></dt>
+<dd><p>Writes the action log items every 8000 hours.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.load_events_log_dataframe">
+<span class="sig-name descname"><span class="pre">load_events_log_dataframe</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.load_events_log_dataframe"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.load_events_log_dataframe" title="Link to this definition">#</a></dt>
+<dd><p>Imports the logging file created in <code class="docutils literal notranslate"><span class="pre">run</span></code> and returns it as a formatted
+<code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>pd.DataFrame</em> -- The formatted logging data from a simulation.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._calculate_windfarm_total">
+<span class="sig-name descname"><span class="pre">_calculate_windfarm_total</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">op</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prod</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._calculate_windfarm_total"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._calculate_windfarm_total" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the overall wind farm operational level, accounting for substation
+downtime by multiplying the sum of all downstream turbine operational levels by
+the substation's operational level.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>op</strong> (<em>pd.DataFrame</em>) -- The turbine and substation operational level DataFrame.</p></li>
+<li><p><strong>prod</strong> (<em>DataFrame</em><em> | </em><em>None</em>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>DataFrame</em></p>
+</dd>
+</dl>
+<div class="admonition-notes admonition">
+<p class="admonition-title">Notes</p>
+<p>This is a crude cap on the operations, and so a smarter way of capping
+the availability should be added in the future.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>pd.DataFrame</em> -- The aggregate wind farm operational level.</p>
+</dd>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>op</strong> (<em>DataFrame</em>) -- </p></li>
+<li><p><strong>prod</strong> (<em>DataFrame</em><em> | </em><em>None</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment._calculate_adjusted_production">
+<span class="sig-name descname"><span class="pre">_calculate_adjusted_production</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">op</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prod</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment._calculate_adjusted_production"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment._calculate_adjusted_production" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the overall wind farm power production and adjusts individual
+turbine production by accounting for substation downtime. This is done by
+multiplying the all downstream turbine operational levels by the substation's
+operational level.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>op</strong> (<em>pd.DataFrame</em>) -- The operational level DataFrame with turbine, substation, and windfarm
+columns.</p></li>
+<li><p><strong>prod</strong> (<em>pd.DataFrame</em>) -- The turbine energy production DataFrame.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>DataFrame</em></p>
+</dd>
+</dl>
+<div class="admonition-notes admonition">
+<p class="admonition-title">Notes</p>
+<p>This is a crude cap on the operations, and so a smarter way of capping
+the availability should be added in the future.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>pd.DataFrame</em> -- Either the aggregate wind farm operational level or the total wind farm
+energy production if the <code class="xref py py-attr docutils literal notranslate"><span class="pre">prod</span></code> is provided.</p>
+</dd>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>op</strong> (<em>DataFrame</em>) -- </p></li>
+<li><p><strong>prod</strong> (<em>DataFrame</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.load_operations_log_dataframe">
+<span class="sig-name descname"><span class="pre">load_operations_log_dataframe</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.load_operations_log_dataframe"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe" title="Link to this definition">#</a></dt>
+<dd><p>Imports the logging file created in <code class="docutils literal notranslate"><span class="pre">run</span></code> and returns it as a formatted
+<code class="docutils literal notranslate"><span class="pre">pandas.DataFrame</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>pd.DataFrame</em> -- The formatted logging data from a simulation.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.power_production_potential_to_csv">
+<span class="sig-name descname"><span class="pre">power_production_potential_to_csv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_df</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.power_production_potential_to_csv"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv" title="Link to this definition">#</a></dt>
+<dd><p>Creates the power production <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> and optionally returns it.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windfarm</strong> (<em>wombat.windfarm.Windfarm</em>) -- The simulation's windfarm object.</p></li>
+<li><p><strong>operations</strong> (<em>Optional</em><em>[</em><em>pd.DataFrame</em><em>]</em><em>, </em><em>optional</em>) -- The operations log <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> if readily available, by default None. If
+<code class="docutils literal notranslate"><span class="pre">None</span></code>, then it will be created through
+<code class="docutils literal notranslate"><span class="pre">load_operations_log_dataframe()</span></code>.</p></li>
+<li><p><strong>return_df</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicator to return the power production for further usage, by default True.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Tuple[pd.DataFrame, pd.DataFrame]</em> -- The power potential and production timeseries data.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.environment.WombatEnvironment.cleanup_log_files">
+<span class="sig-name descname"><span class="pre">cleanup_log_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/environment.html#WombatEnvironment.cleanup_log_files"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.environment.WombatEnvironment.cleanup_log_files" title="Link to this definition">#</a></dt>
+<dd><p>Convenience method to clear the output log files in case a large
+batch of simulations is being run and there are space limitations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+<dl class="simple">
+<dt>... warning:: This shuts down the loggers, so no more logging will be able</dt><dd><p>to be performed.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="repair-management">
+<span id="core-repair-manager"></span><h2>Repair Management<a class="headerlink" href="#repair-management" title="Link to this heading">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.repair_management.</span></span><span class="sig-name descname"><span class="pre">RepairManager</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capacity</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">inf</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager" title="Link to this definition">#</a></dt>
+<dd><p>Provides a class to manage repair and maintenance tasks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>FilterStore</strong> (<em>simpy.resources.store.FilterStore</em>) -- The <code class="docutils literal notranslate"><span class="pre">simpy</span></code> class on which RepairManager is based to manage the repair and
+maintenance tasks.</p></li>
+<li><p><strong>env</strong> (<em>wombat.core.WombatEnvironment</em>) -- The simulation environment.</p></li>
+<li><p><strong>capacity</strong> (<em>float</em>) -- The maximum number of tasks that can be submitted to the manager, by default
+<code class="docutils literal notranslate"><span class="pre">np.inf</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.env">
+<span class="sig-name descname"><span class="pre">env</span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.env" title="Link to this definition">#</a></dt>
+<dd><p>The simulation environment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>wombat.core.WombatEnvironment</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.windfarm">
+<span class="sig-name descname"><span class="pre">windfarm</span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.windfarm" title="Link to this definition">#</a></dt>
+<dd><p>The simulated windfarm. This is only used for getting the operational capacity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>wombat.windfarm.Windfarm</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._current_id">
+<span class="sig-name descname"><span class="pre">_current_id</span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager._current_id" title="Link to this definition">#</a></dt>
+<dd><p>The logged and auto-incrememented integer base for the ID generated for each
+submitted repair request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>int</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.downtime_based_equipment">
+<span class="sig-name descname"><span class="pre">downtime_based_equipment</span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.downtime_based_equipment" title="Link to this definition">#</a></dt>
+<dd><p>The mapping between downtime-based servicing equipment and their capabilities.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>StrategyMap</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.request_based_equipment">
+<span class="sig-name descname"><span class="pre">request_based_equipment</span></span><a class="headerlink" href="#wombat.core.repair_management.RepairManager.request_based_equipment" title="Link to this definition">#</a></dt>
+<dd><p>The mapping between request-based servicing equipment and their capabilities.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>StrategyMap</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._update_equipment_map">
+<span class="sig-name descname"><span class="pre">_update_equipment_map</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._update_equipment_map"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._update_equipment_map" title="Link to this definition">#</a></dt>
+<dd><p>Updates <code class="docutils literal notranslate"><span class="pre">equipment_map</span></code> with a provided servicing equipment object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>service_equipment</strong> (<a class="reference internal" href="#wombat.core.service_equipment.ServiceEquipment" title="wombat.core.service_equipment.ServiceEquipment"><em>ServiceEquipment</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._register_windfarm">
+<span class="sig-name descname"><span class="pre">_register_windfarm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._register_windfarm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._register_windfarm" title="Link to this definition">#</a></dt>
+<dd><p>Adds the simulation windfarm to the class attributes.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>windfarm</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._register_equipment">
+<span class="sig-name descname"><span class="pre">_register_equipment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._register_equipment"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._register_equipment" title="Link to this definition">#</a></dt>
+<dd><p>Adds the servicing equipment to the class attributes and adds it to the
+capabilities mapping.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>service_equipment</strong> (<a class="reference internal" href="#wombat.core.service_equipment.ServiceEquipment" title="wombat.core.service_equipment.ServiceEquipment"><em>ServiceEquipment</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._register_port">
+<span class="sig-name descname"><span class="pre">_register_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">port</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._register_port"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._register_port" title="Link to this definition">#</a></dt>
+<dd><p>Registers the port with the repair manager, so that they can communicate as
+needed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>port</strong> (<a class="reference internal" href="#wombat.core.port.Port" title="wombat.core.port.Port"><em>Port</em></a>) -- The port where repairs will occur.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._create_request_id">
+<span class="sig-name descname"><span class="pre">_create_request_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._create_request_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._create_request_id" title="Link to this definition">#</a></dt>
+<dd><p>Creates a unique <code class="docutils literal notranslate"><span class="pre">request_id</span></code> to be logged in the <code class="docutils literal notranslate"><span class="pre">request</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request object.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>str</em> -- An 11-digit identifier starting with &quot;MNT&quot; for maintenance tasks or &quot;RPR&quot;
+for repairs.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> -- If the <code class="docutils literal notranslate"><span class="pre">request.details</span></code> property is not a <code class="docutils literal notranslate"><span class="pre">Failure</span></code> or <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code>
+    object,
+    then a ValueError will be raised.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._is_request_processing">
+<span class="sig-name descname"><span class="pre">_is_request_processing</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._is_request_processing"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._is_request_processing" title="Link to this definition">#</a></dt>
+<dd><p>Checks if a repair is being performed, or has already been completed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request that is about to be submitted to servicing equipment, but needs
+to be double-checked against ongoing processes.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>bool</em> -- True if the request is ongoing or completed, False, if it's ok to processed
+with the operation.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._run_equipment_downtime">
+<span class="sig-name descname"><span class="pre">_run_equipment_downtime</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._run_equipment_downtime"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._run_equipment_downtime" title="Link to this definition">#</a></dt>
+<dd><p>Run any equipment that has a pending request where the current windfarm
+operating capacity is less than or equal to the servicing equipment's threshold.</p>
+<p>TODO: This methodology needs to better resolve dispatching every equipment
+relating to a request vs just the one(s) that are required. Basically, don't
+dispatch every available HLV, but just one plus one of every other capability
+category that has pending requests</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager._run_equipment_requests">
+<span class="sig-name descname"><span class="pre">_run_equipment_requests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager._run_equipment_requests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager._run_equipment_requests" title="Link to this definition">#</a></dt>
+<dd><p>Run the first piece of equipment (if none are onsite) for each equipment
+capability category where the number of requests is greater than or equal to the
+equipment's threshold.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.register_request">
+<span class="sig-name descname"><span class="pre">register_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.register_request"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.register_request" title="Link to this definition">#</a></dt>
+<dd><p>The method to submit requests to the repair mananger and adds a unique
+identifier for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request that needs to be tracked and logged.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">RepairRequest</span></code></a></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>RepairRequest</em> -- The same request as passed into the method, but with a unique identifier
+used for logging.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.submit_request">
+<span class="sig-name descname"><span class="pre">submit_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.submit_request"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.submit_request" title="Link to this definition">#</a></dt>
+<dd><p>The method to submit requests to the repair mananger and adds a unique
+identifier for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request that needs to be tracked and logged.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>RepairRequest</em> -- The same request as passed into the method, but with a unique identifier
+used for logging.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_request_by_system">
+<span class="sig-name descname"><span class="pre">get_request_by_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">equipment_capability</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.get_request_by_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_request_by_system" title="Link to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a certain turbine with given a sequence of
+<code class="docutils literal notranslate"><span class="pre">equipment_capability</span></code> as long as it isn't registered as unable to be
+serviced.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>equipment_capability</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The capability of the servicing equipment requesting repairs to process.</p></li>
+<li><p><strong>system_id</strong> (<em>Optional</em><em>[</em><em>str</em><em>]</em><em>, </em><em>optional</em>) -- ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>, by default
+None. If None, then it will simply sort the list by <code class="docutils literal notranslate"><span class="pre">System.id</span></code> and return
+the first repair requested.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">FilterStoreGet</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Optional[FilterStoreGet]</em> -- The first repair request for the focal system or None, if self.items is
+empty, or there is no matching system.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_request_by_severity">
+<span class="sig-name descname"><span class="pre">get_request_by_severity</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">equipment_capability</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">severity_level</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.get_request_by_severity"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_request_by_severity" title="Link to this definition">#</a></dt>
+<dd><p>Gets the next repair request by <code class="docutils literal notranslate"><span class="pre">severity_level</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>equipment_capability</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The capability of the equipment requesting possible repairs to make.</p></li>
+<li><p><strong>severity_level</strong> (<em>int</em>) -- Severity level of focus, default None.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">FilterStoreGet</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Optional[FilterStoreGet]</em> -- Repair request meeting the required criteria.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.invalidate_system">
+<span class="sig-name descname"><span class="pre">invalidate_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.invalidate_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.invalidate_system" title="Link to this definition">#</a></dt>
+<dd><p>Disables the ability for servicing equipment to service a specific system,
+sets the turbine status to be in servicing, and interrupts all the processes
+to turn off operations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a><em> | </em><em>str</em>) -- The system, cable, or <code class="docutils literal notranslate"><span class="pre">str</span></code> id of one to disable repairs.</p></li>
+<li><p><strong>tow</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Set to True if this is for a tow-to-port request.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.interrupt_system">
+<span class="sig-name descname"><span class="pre">interrupt_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.interrupt_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.interrupt_system" title="Link to this definition">#</a></dt>
+<dd><p>Sets the turbine status to be in servicing, and interrupts all the processes
+to turn off operations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<em>str</em>) -- The system to disable repairs.</p></li>
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.register_repair">
+<span class="sig-name descname"><span class="pre">register_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">repair</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.register_repair"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.register_repair" title="Link to this definition">#</a></dt>
+<dd><p>Registers the repair as complete with the repair managiner.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>repair</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The repair that has been completed.</p></li>
+<li><p><strong>port</strong> (<em>bool</em><em>, </em><em>optional</em>) -- If True, indicates that a port handled the repair, otherwise that a managed
+servicing equipment handled the repair, by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator</em> -- The <code class="docutils literal notranslate"><span class="pre">completed_requests.put()</span></code> that registers completion.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.enable_requests_for_system">
+<span class="sig-name descname"><span class="pre">enable_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.enable_requests_for_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.enable_requests_for_system" title="Link to this definition">#</a></dt>
+<dd><p>Reenables service equipment operations on the provided system.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- The <code class="docutils literal notranslate"><span class="pre">System</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable</span></code> that can be operated on again.</p></li>
+<li><p><strong>tow</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Set to True if this is for a tow-to-port request.</p></li>
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.get_all_requests_for_system">
+<span class="sig-name descname"><span class="pre">get_all_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">agent</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.get_all_requests_for_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.get_all_requests_for_system" title="Link to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a specific <code class="docutils literal notranslate"><span class="pre">system_id</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>agent</strong> (<em>str</em>) -- The name of the entity requesting all of a system's repair requests.</p></li>
+<li><p><strong>system_id</strong> (<em>Optional</em><em>[</em><em>str</em><em>]</em><em>, </em><em>optional</em>) -- ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.
+the first repair requested.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">RepairRequest</span></code></a>] | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Optional[list[RepairRequest]]</em> -- All repair requests for a given system. If no matching requests are found,
+or there aren't any items in the queue yet, then None is returned.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.purge_subassembly_requests">
+<span class="sig-name descname"><span class="pre">purge_subassembly_requests</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclude</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/repair_management.html#RepairManager.purge_subassembly_requests"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.repair_management.RepairManager.purge_subassembly_requests" title="Link to this definition">#</a></dt>
+<dd><p>Yields all the requests for a system/subassembly combination. This is
+intended to be used to remove erroneous requests after a subassembly has been
+replaced.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<em>str</em>) -- Either the <code class="docutils literal notranslate"><span class="pre">System.id</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code>.</p></li>
+<li><p><strong>subassembly_id</strong> (<em>str</em>) -- Either the <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code> or the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code> repeated for cables.</p></li>
+<li><p><strong>exclude</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- A list of <code class="docutils literal notranslate"><span class="pre">request_id</span></code> to exclude from the purge. This is a specific use
+case for the combined cable system/subassembly, but can be to exclude
+certain requests from the purge.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Optional[list[RepairRequest]]</em> -- All requests made to the repair manager for the provided system/subassembly
+combination. Returns None if self.items is empty or the loop terminates
+without finding what it is looking for.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">RepairRequest</span></code></a>] | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.core.repair_management.RepairManager.request_map">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">request_map</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">int</span><span class="p"><span class="pre">]</span></span></em><a class="headerlink" href="#wombat.core.repair_management.RepairManager.request_map" title="Link to this definition">#</a></dt>
+<dd><p>Creates an updated mapping between the servicing equipment capabilities and
+the number of requests that fall into each capability category (nonzero values
+only).</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.core.service_equipment">
+<span id="servicing-equipment"></span><span id="core-service-equipment"></span><h2>Servicing Equipment<a class="headerlink" href="#module-wombat.core.service_equipment" title="Link to this heading">#</a></h2>
+<p>The servicing equipment module provides a small number of utility functions specific
+to the operations of servicing equipment and the <cite>ServiceEquipment</cite> class that provides
+the repair and transportation logic for scheduled, unscheduled, and unscheduled towing
+servicing equipment.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.consecutive_groups">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">consecutive_groups</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">step_size</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#consecutive_groups"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.consecutive_groups" title="Link to this definition">#</a></dt>
+<dd><p>Generates the subgroups of an array where the difference between two sequential
+elements is equal to the <code class="docutils literal notranslate"><span class="pre">step_size</span></code>. The intent is to find the length of delays
+in a weather forecast.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data</strong> (<em>np.ndarray</em>) -- An array of integers.</p></li>
+<li><p><strong>step_size</strong> (<em>int</em><em>, </em><em>optional</em>) -- The step size to be considered a consecutive number, by default 1.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>list[np.ndarray]</em> -- A list of arrays of the consecutive elements of <code class="docutils literal notranslate"><span class="pre">data</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.calculate_delay_from_forecast">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">calculate_delay_from_forecast</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">forecast</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hours_required</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#calculate_delay_from_forecast"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.calculate_delay_from_forecast" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the delay from the binary weather forecast for if that hour is all
+clear for operations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>forecast</strong> (<em>np.ndarray</em>) -- Truth array to indicate if that hour satisfies the weather limit requirements.</p></li>
+<li><p><strong>hours_required</strong> (<em>np.ndarray</em>) -- The minimum clear weather window required, in hours.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[bool, int]</em> -- Indicator if a window is found (<code class="docutils literal notranslate"><span class="pre">True</span></code>) or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>), and the number
+of hours the event needs to be delayed in order to start.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.validate_end_points">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">validate_end_points</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">no_intrasite</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#validate_end_points"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.validate_end_points" title="Link to this definition">#</a></dt>
+<dd><p>Checks the starting and ending locations for traveling and towing.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) -- The starting location; should be on of: &quot;site&quot;, &quot;system&quot;, or &quot;port&quot;.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) -- The ending location; should be on of: &quot;site&quot;, &quot;system&quot;, or &quot;port&quot;.</p></li>
+<li><p><strong>no_intrasite</strong> (<em>bool</em>) -- A flag to disable intrasite travel, so that <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code> cannot
+both be &quot;system&quot;, by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- Raised if the starting location is invalid.</p></li>
+<li><p><strong>ValueError</strong> -- Raised if the ending location is invalid</p></li>
+<li><p><strong>ValueError</strong> -- Raised if &quot;system&quot; is provided to both <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code>, but
+    <code class="docutils literal notranslate"><span class="pre">no_intrasite</span></code> is set to <code class="docutils literal notranslate"><span class="pre">True</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.reset_system_operations">
+<span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">reset_system_operations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_resets</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#reset_system_operations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.reset_system_operations" title="Link to this definition">#</a></dt>
+<dd><p>Completely resets the failure and maintenance events for a given system
+and its subassemblies, and puts each <code class="docutils literal notranslate"><span class="pre">Subassembly.operating_level</span></code> back to 100%.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is only intended to be used in conjunction with a tow-to-port
+repair where a turbine will be completely serviced.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a>) -- The turbine to be reset.</p></li>
+<li><p><strong>subassembly_resets</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The <a href="#id1"><span class="problematic" id="id2">`</span></a>subassembly_id`s to reset to good as new, if not assuming all
+subassemblies.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.service_equipment.</span></span><span class="sig-name descname"><span class="pre">ServiceEquipment</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_data_file</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment" title="Link to this definition">#</a></dt>
+<dd><p>Provides a servicing equipment object that can handle various maintenance and
+repair tasks.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- The simulation environment.</p></li>
+<li><p><strong>windfarm</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) -- The <code class="docutils literal notranslate"><span class="pre">Windfarm</span></code> object.</p></li>
+<li><p><strong>repair_manager</strong> (<a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) -- The <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> object.</p></li>
+<li><p><strong>equipment_data_file</strong> (<em>str</em>) -- The equipment settings file name with extension.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.env">
+<span class="sig-name descname"><span class="pre">env</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.env" title="Link to this definition">#</a></dt>
+<dd><p>The simulation environment instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment">WombatEnvironment</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.windfarm">
+<span class="sig-name descname"><span class="pre">windfarm</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.windfarm" title="Link to this definition">#</a></dt>
+<dd><p>The simulation windfarm instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm">Windfarm</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.manager">
+<span class="sig-name descname"><span class="pre">manager</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.manager" title="Link to this definition">#</a></dt>
+<dd><p>The simulation repair manager instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager">RepairManager</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.settings">
+<span class="sig-name descname"><span class="pre">settings</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.settings" title="Link to this definition">#</a></dt>
+<dd><p>The servicing equipment's configuration settings, as provided by the user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="types.html#wombat.core.data_classes.ScheduledServiceEquipmentData" title="wombat.core.data_classes.ScheduledServiceEquipmentData">ScheduledServiceEquipmentData</a> | <a class="reference internal" href="types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="wombat.core.data_classes.UnscheduledServiceEquipmentData">UnscheduledServiceEquipmentData</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.onsite">
+<span class="sig-name descname"><span class="pre">onsite</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.onsite" title="Link to this definition">#</a></dt>
+<dd><p>Indicates if the servicing equipment is at the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not
+(<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.enroute">
+<span class="sig-name descname"><span class="pre">enroute</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.enroute" title="Link to this definition">#</a></dt>
+<dd><p>Indicates if the servicing equipment is on its way to the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>),
+or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.at_port">
+<span class="sig-name descname"><span class="pre">at_port</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.at_port" title="Link to this definition">#</a></dt>
+<dd><p>Indicates if the servicing equipment is at the port, or similar location for
+land-based, (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.at_system">
+<span class="sig-name descname"><span class="pre">at_system</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.at_system" title="Link to this definition">#</a></dt>
+<dd><p>Indications if the servicing equipment is at a cable, substation, or turbine
+while on the site (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not (<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.current_system">
+<span class="sig-name descname"><span class="pre">current_system</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.current_system" title="Link to this definition">#</a></dt>
+<dd><p>Either the <code class="docutils literal notranslate"><span class="pre">System.id</span></code> if <code class="docutils literal notranslate"><span class="pre">at_system</span></code>, or <code class="docutils literal notranslate"><span class="pre">None</span></code> if not.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>str | None</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.transferring_crew">
+<span class="sig-name descname"><span class="pre">transferring_crew</span></span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.transferring_crew" title="Link to this definition">#</a></dt>
+<dd><p>Indications if the servicing equipment is at a cable, substation, or turbine
+and transferring the crew to or from that system (<code class="docutils literal notranslate"><span class="pre">True</span></code>), or not
+(<code class="docutils literal notranslate"><span class="pre">False</span></code>).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables">
+<span class="sig-name descname"><span class="pre">finish_setup_with_environment_variables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.finish_setup_with_environment_variables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables" title="Link to this definition">#</a></dt>
+<dd><p>A post-initialization step that will override unset parameters with those
+from the the environemt that may have already been set.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._register_port">
+<span class="sig-name descname"><span class="pre">_register_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">port</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._register_port"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._register_port" title="Link to this definition">#</a></dt>
+<dd><p>Method for a tugboat at attach the port for two-way communications. This also
+sets the vessel to be at the port, and updates the port_distance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>port</strong> (<a class="reference internal" href="#wombat.core.port.Port" title="wombat.core.port.Port"><em>Port</em></a>) -- The port where the tugboat is based.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._set_location">
+<span class="sig-name descname"><span class="pre">_set_location</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">set_current</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._set_location"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._set_location" title="Link to this definition">#</a></dt>
+<dd><p>Keeps track of the servicing equipment by setting the location at either:
+site, port, or a specific system.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>end</strong> (<em>str</em>) -- The ending location; one of &quot;site&quot;, or &quot;port&quot;</p></li>
+<li><p><strong>set_current</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for the new current location, if one is to be set.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._weather_forecast">
+<span class="sig-name descname"><span class="pre">_weather_forecast</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._weather_forecast"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._weather_forecast" title="Link to this definition">#</a></dt>
+<dd><p>Retrieves the weather forecast from the simulation environment, and
+translates it to a boolean for satisfactory (True) and unsatisfactory (False)
+weather conditions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hours</strong> (<em>int</em><em> | </em><em>float</em>) -- The number of hours of weather data that should be retrieved.</p></li>
+<li><p><strong>which</strong> (<em>str</em>) -- One of &quot;repair&quot; or &quot;transport&quot; to indicate which weather limits to be using.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">Series</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[pl.Series, pl.Series, pl.Series]</em> -- The datetime Series, the hour of day Series, and the boolean Series of
+where the weather conditions are within safe operating limits for the
+servicing equipment (True) or not (False).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.get_speed">
+<span class="sig-name descname"><span class="pre">get_speed</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.get_speed"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.get_speed" title="Link to this definition">#</a></dt>
+<dd><p>Determines the appropriate speed that the servicing equipment should be
+traveling at for towing or traveling, and if the timeframe is during a reduced
+speed scenario.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>tow</strong> (<em>bool</em><em>, </em><em>optional</em>) -- True indicates the servicing equipment should be using the towing speed,
+and if False, then the traveling speed should be used, by default False.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- The maximum speed the servicing equipment should be traveling/towing at.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.get_next_request">
+<span class="sig-name descname"><span class="pre">get_next_request</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.get_next_request"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.get_next_request" title="Link to this definition">#</a></dt>
+<dd><p>Gets the next request by the rig's method for processing repairs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>simpy.resources.store.FilterStoreGet</em> -- The next <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code> to be processed.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.enable_string_operations">
+<span class="sig-name descname"><span class="pre">enable_string_operations</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cable</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.enable_string_operations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.enable_string_operations" title="Link to this definition">#</a></dt>
+<dd><p>Traverses the upstream cable and turbine connections and resets the
+<code class="docutils literal notranslate"><span class="pre">System.cable_failure</span></code> and <code class="docutils literal notranslate"><span class="pre">Cable.downstream_failure</span></code> until it hits
+another cable failure, then the loop exits.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>subassembly</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- The <cite>Cable</cite> or <cite>System</cite></p></li>
+<li><p><strong>cable</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly">
+<span class="sig-name descname"><span class="pre">register_repair_with_subassembly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subassembly</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">starting_operating_level</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.register_repair_with_subassembly"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly" title="Link to this definition">#</a></dt>
+<dd><p>Goes into the repaired subassembly, component, or cable and returns its
+<code class="docutils literal notranslate"><span class="pre">operating_level</span></code> back to good as new for the specific repair. For fatal cable
+failures, all upstream turbines are turned back on unless there is another fatal
+cable failure preventing any more from operating.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>subassembly</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><em>Subassembly</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- The subassembly or cable that was repaired.</p></li>
+<li><p><strong>repair</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request for repair that was submitted.</p></li>
+<li><p><strong>starting_operating_level</strong> (<em>float</em>) -- The operating level before a repair was started.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period">
+<span class="sig-name descname"><span class="pre">wait_until_next_operational_period</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">less_mobilization_hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.wait_until_next_operational_period"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period" title="Link to this definition">#</a></dt>
+<dd><p>Delays the crew and equipment until the start of the next operational
+period.</p>
+<p>TODO: Need a custom error if weather doesn't align with the equipment dates.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>less_mobilization_hours</strong> (<em>int</em>) -- The number of hours required for mobilization that will be subtracted from
+the waiting period to account for mobilization, by default 0.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout, None, None]</em> -- A Timeout event for the number of hours between when the function is called
+and when the next operational period starts.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled">
+<span class="sig-name descname"><span class="pre">mobilize_scheduled</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.mobilize_scheduled"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled" title="Link to this definition">#</a></dt>
+<dd><p>Mobilizes the ServiceEquipment object by waiting for the next operational
+period, less the mobilization time, then logging the mobiliztion cost.</p>
+<p>NOTE: weather delays are not accounted for in this process.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> -- A Timeout event for the number of hours between when the function is called
+and when the next operational period starts.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mobilize">
+<span class="sig-name descname"><span class="pre">mobilize</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.mobilize"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mobilize" title="Link to this definition">#</a></dt>
+<dd><p>Mobilizes the ServiceEquipment object.</p>
+<p>NOTE: weather delays are not accounted for at this stage.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> -- A Timeout event for the number of hours the ServiceEquipment requires for
+mobilizing to the windfarm site.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window">
+<span class="sig-name descname"><span class="pre">find_uninterrupted_weather_window</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours_required</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.find_uninterrupted_weather_window"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window" title="Link to this definition">#</a></dt>
+<dd><p>Finds the delay required before starting on a process that won't be able to
+be interrupted by a weather delay.</p>
+<p>TODO: WEATHER FORECAST NEEDS TO BE DONE FOR <code class="docutils literal notranslate"><span class="pre">math.floor(self.now)</span></code>, not the
+ceiling or there will be a whole lot of rounding up errors on process times.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hours_required</strong> (<em>int</em><em> | </em><em>float</em>) -- The number of uninterrupted of hours that a process requires for completion.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[int | float, bool]</em> -- The number of hours in weather delays before a process can be completed, and
+an indicator for if the process has to be delayed until the next shift for
+a safe transfer.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window">
+<span class="sig-name descname"><span class="pre">find_interrupted_weather_window</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours_required</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.find_interrupted_weather_window"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window" title="Link to this definition">#</a></dt>
+<dd><p>Assesses at which points in the repair window, the wind (and wave)
+constraints for safe operation are met.</p>
+<p>The initial search looks for a weather window of length <code class="docutils literal notranslate"><span class="pre">hours_required</span></code>, and
+adds 24 hours to the window for the proceeding 9 days. If no satisfactory window
+is found, then the calling process must make another call to this function, but
+likely there is something wrong with the constraints or weather conditions if
+no window is found within 10 days.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hours_required</strong> (<em>int</em><em> | </em><em>float</em>) -- The number of hours required to complete the repair.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[DatetimeIndex, np.ndarray, bool]</em> -- The pandas DatetimeIndex, and a corresponding boolean array for what points
+in the time window are safe to complete a maintenance task or repair.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.weather_delay">
+<span class="sig-name descname"><span class="pre">weather_delay</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.weather_delay"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.weather_delay" title="Link to this definition">#</a></dt>
+<dd><p>Processes a weather delay of length <code class="docutils literal notranslate"><span class="pre">hours</span></code> hours. If <code class="docutils literal notranslate"><span class="pre">hours</span></code> = 0, then
+a Timeout is still processed, but not logging is done (this is to increase
+consistency and do better typing validation across the codebase).</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hours</strong> (<em>int</em><em> | </em><em>float</em>) -- The lenght, in hours, of the weather delay.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Event, Any, Any]</em> -- If the delay is more than 0 hours, then a <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length
+<code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Event</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>, <code class="xref py py-data docutils literal notranslate"><span class="pre">Any</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time">
+<span class="sig-name descname"><span class="pre">_calculate_intra_site_time</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._calculate_intra_site_time"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the time it takes to travel between port and site or between
+systems on site.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em><em> | </em><em>None</em>) -- The starting onsite location. If <code class="docutils literal notranslate"><span class="pre">None</span></code>, then 0 is returned.</p></li>
+<li><p><strong>end</strong> (<em>str</em><em> | </em><em>None</em>) -- The ending onsite location. If <code class="docutils literal notranslate"><span class="pre">None</span></code>, then 0 is returned.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[float, float]</em> -- The travel time and distance between two locations.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time">
+<span class="sig-name descname"><span class="pre">_calculate_uninterrupted_travel_time</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">distance</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._calculate_uninterrupted_travel_time"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the delay to the start of traveling and the amount of time it
+will take to travel between two locations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>distance</strong> (<em>float</em>) -- The distance to be traveled.</p></li>
+<li><p><strong>tow</strong> (<em>bool</em>) -- Indicates if this travel is for towing (True), or not (False), by default
+False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[float, float]</em> -- The length of the delay and the length of travel time, in hours.` -1 is
+returned if there no weather windows, and the process will have to be
+attempted again.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time">
+<span class="sig-name descname"><span class="pre">_calculate_interrupted_travel_time</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">distance</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment._calculate_interrupted_travel_time"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the travel time with speed reductions for inclement weather, but
+without shift interruptions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>distance</strong> (<em>flaot</em>) -- The total distance to be traveled, in km.</p></li>
+<li><p><strong>tow</strong> (<em>bool</em>) -- Indicates if this travel is for towing (True), or not (False), by default
+False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- _description_</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.travel">
+<span class="sig-name descname"><span class="pre">travel</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">set_current</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.travel"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.travel" title="Link to this definition">#</a></dt>
+<dd><p>The process for traveling between port and site, or two systems onsite.</p>
+<p>NOTE: This does not currently take the weather conditions into account.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) -- The starting location, one of &quot;site&quot;, &quot;port&quot;, or &quot;system&quot;.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) -- The starting location, one of &quot;site&quot;, &quot;port&quot;, or &quot;system&quot;.</p></li>
+<li><p><strong>set_current</strong> (<em>str</em><em>, </em><em>optional</em>) -- Where to set <code class="docutils literal notranslate"><span class="pre">current_system</span></code> to be if traveling to site or a different
+system onsite, by default None.</p></li>
+<li><p><strong>hours</strong> (<em>float</em><em>, </em><em>optional</em>) -- The number hours required for traveling between <code class="docutils literal notranslate"><span class="pre">start</span></code> and <code class="docutils literal notranslate"><span class="pre">end</span></code>.
+If provided, no internal travel time will be calculated.</p></li>
+<li><p><strong>distance</strong> (<em>float</em><em>, </em><em>optional</em>) -- The distance, in km, to be traveled. Only used if hours is provided</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- The timeout event for traveling.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.tow">
+<span class="sig-name descname"><span class="pre">tow</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">set_current</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.tow"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.tow" title="Link to this definition">#</a></dt>
+<dd><p>The process for towing a turbine to/from port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) -- The starting location; one of &quot;site&quot; or &quot;port&quot;.</p></li>
+<li><p><strong>end</strong> (<em>str</em>) -- The ending location; one of &quot;site&quot; or &quot;port&quot;.</p></li>
+<li><p><strong>set_current</strong> (<em>str</em><em> | </em><em>None</em><em>, </em><em>optional</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> if the turbine is being returned to site, by default None</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- The series of SimPy events that will be processed for the actions to occur.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.crew_transfer">
+<span class="sig-name descname"><span class="pre">crew_transfer</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">to_system</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.crew_transfer"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.crew_transfer" title="Link to this definition">#</a></dt>
+<dd><p>The process of transfering the crew from the equipment to the <code class="docutils literal notranslate"><span class="pre">System</span></code>
+for servicing using an uninterrupted weather window to ensure safe transfer.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a><em> | </em><a class="reference internal" href="windfarm.html#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><em>Cable</em></a>) -- The System where the crew needs to be transferred to.</p></li>
+<li><p><strong>subassembly</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><em>Subassembly</em></a>) -- The Subassembly that is being worked on.</p></li>
+<li><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The repair to be processed.</p></li>
+<li><p><strong>to_system</strong> (<em>bool</em>) -- True if the crew is being transferred to the system, or False if the crew
+is being transferred off the system.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>None</em> -- None is returned when this is run recursively to not repeat the crew
+transfer process.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- Yields a timeout event for the crew transfer once an uninterrupted weather
+window can be found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.mooring_connection">
+<span class="sig-name descname"><span class="pre">mooring_connection</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.mooring_connection"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.mooring_connection" title="Link to this definition">#</a></dt>
+<dd><p>The process of either umooring a floating turbine to prepare for towing it to
+port, or reconnecting it after its repairs have been completed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><em>System</em></a>) -- The System that needs unmooring/reconnecting.</p></li>
+<li><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The repair to be processed.</p></li>
+<li><p><strong>which</strong> (<em>bool</em>) -- &quot;unmoor&quot; for unmooring the turbine, &quot;reconnect&quot; for reconnecting the
+turbine.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>None</em> -- None is returned when this is run recursively to not repeat the process.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- Yields a timeout event for the unmooring/reconnection once an uninterrupted
+weather window can be found.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.in_situ_repair">
+<span class="sig-name descname"><span class="pre">in_situ_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time_processed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">prior_operation_level</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.in_situ_repair"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.in_situ_repair" title="Link to this definition">#</a></dt>
+<dd><p>Processes the repair including any weather and shift delays.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> or <code class="docutils literal notranslate"><span class="pre">Failure</span></code> receiving attention.</p></li>
+<li><p><strong>time_processed</strong> (<em>int</em><em> | </em><em>float</em><em>, </em><em>optional</em>) -- Time that has already been processed, by default 0.</p></li>
+<li><p><strong>prior_operation_level</strong> (<em>float</em><em>, </em><em>optional</em>) -- The operating level of the <code class="docutils literal notranslate"><span class="pre">System</span></code> just before the repair has begun, by
+default -1.0.</p></li>
+<li><p><strong>initial</strong> (<em>bool</em><em>, </em><em>optional</em>) -- True for first step in a potentially-recursive logic, otherwise False. When
+True, the repair manager will turn off the system being worked on, but if
+done multiple times, the simulation will error out.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- Timeouts for the repair process.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_scheduled_in_situ</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.run_scheduled_in_situ"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ" title="Link to this definition">#</a></dt>
+<dd><p>Runs the simulation of in situ repairs for scheduled servicing equipment
+that have the <cite>onsite</cite> designation or don't require mobilization.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Process, None, None]</em> -- The simulation.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_unscheduled_in_situ</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.run_unscheduled_in_situ"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ" title="Link to this definition">#</a></dt>
+<dd><p>Runs an in situ repair simulation for unscheduled servicing equipment, or
+those that have to be mobilized before performing repairs and maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Process, None, None]</em> -- The simulation</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_tow_to_port">
+<span class="sig-name descname"><span class="pre">run_tow_to_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.run_tow_to_port"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port" title="Link to this definition">#</a></dt>
+<dd><p>Runs the tow to port logic, so a turbine can be repaired at port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request the triggered the tow-to-port strategy.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> -- The series of events that simulate the complete towing logic.</p>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ValueError</strong> -- Raised if the equipment is not currently at port</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._check_working_hours">
+<span class="sig-name descname"><span class="pre">_check_working_hours</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._check_working_hours" title="Link to this definition">#</a></dt>
+<dd><p>Checks the working hours of the port and overrides a default (-1) to
+the <code class="docutils literal notranslate"><span class="pre">env</span></code> settings, otherwise hours remain the same.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) -- One of &quot;env&quot; or &quot;port&quot; to determine from which overarching environment
+variable should be used to override unset settings.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment._is_workshift">
+<span class="sig-name descname"><span class="pre">_is_workshift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hour_ix</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment._is_workshift" title="Link to this definition">#</a></dt>
+<dd><p>Determines which timestamps are in the servicing equipment's working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hour_ix</strong> (<em>np.ndarray</em><em> | </em><em>float</em><em> | </em><em>int</em>) -- The hour of day component of the datetime stamp.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>np.ndarray | bool</em> -- A boolean array for which values in working hours (True), and which values
+are outside working hours (False).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date">
+<span class="sig-name descname"><span class="pre">hours_to_next_operational_date</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_search_date</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclusion_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the number of hours until the first date that is not a part of
+the <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> given a starting datetime and for search criteria.
+Optionally, <code class="docutils literal notranslate"><span class="pre">exclusion_days</span></code> can be used to account for a mobilization period
+so that mobilization can occur during the non operational period.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_search_date</strong> (<em>datetime.datetime</em><em> | </em><em>datetime.date</em><em> | </em><em>pd.Timestamp</em>) -- The first date to be considered in the search.</p></li>
+<li><p><strong>exclusion_days</strong> (<em>int</em><em>, </em><em>optional</em>) -- The number of days to subtract from the next available datetime that
+represents a non operational action that can occur during the non
+operational period, such as mobilization, by default 0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- The total number of hours until the next operational date.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators">
+<span class="sig-name descname"><span class="pre">initialize_cost_calculators</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators" title="Link to this definition">#</a></dt>
+<dd><p>Creates the cost calculators for each of the subclasses that will need to
+calculate hourly costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) -- One of &quot;port&quot; or &quot;equipment&quot; to to indicate how to access equipment costs</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.process_repair">
+<span class="sig-name descname"><span class="pre">process_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_details</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.process_repair" title="Link to this definition">#</a></dt>
+<dd><p>The logging and timeout process for performing a repair or doing maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hours</strong> (<em>int</em><em> | </em><em>float</em>) -- The lenght, in hours, of the repair or maintenance task.</p></li>
+<li><p><strong>request_details</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a><em> | </em><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- The deatils of the request, this is only being checked for the type.</p></li>
+<li><p><strong>kwargs</strong> (<em>dict</em>) -- Additional parameters to be passed to <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- A <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length <code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.run_tow_to_site">
+<span class="sig-name descname"><span class="pre">run_tow_to_site</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_resets</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">[]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/service_equipment.html#ServiceEquipment.run_tow_to_site"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site" title="Link to this definition">#</a></dt>
+<dd><p>Runs the tow to site logic for after a turbine has had its repairs completed
+at port.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request the triggered the tow-to-port strategy.</p></li>
+<li><p><strong>subassembly_resets</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The <a href="#id3"><span class="problematic" id="id4">`</span></a>subassembly_id`s to reset to good as new. Defaults to [].</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> -- The series of events that simulate the complete towing logic.</p>
+</dd>
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ValueError</strong> -- Raised if the equipment is not currently at port</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift">
+<span class="sig-name descname"><span class="pre">wait_until_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift" title="Link to this definition">#</a></dt>
+<dd><p>Delays the process until the start of the next shift.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> -- Delay until the start of the next shift.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.core.port">
+<span id="port"></span><span id="core-port"></span><h2>Port<a class="headerlink" href="#module-wombat.core.port" title="Link to this heading">#</a></h2>
+<p>Creates the <cite>Port</cite> class that provies the tow-to-port repair capabilities for
+offshore floating wind farms. The <cite>Port</cite> will control a series of tugboats enabled
+through the &quot;TOW&quot; capability that get automatically dispatched once a tow-to-port repair
+is submitted and a tugboat is available (<cite>ServiceEquipment.at_port</cite>). The <cite>Port</cite> also
+controls any mooring repairs through the &quot;AHV&quot; capability, which operates similarly to
+the tow-to-port except that it will not be released until the repair is completed, and
+operates on a strict shift scheduling basis.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.port.Port">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.port.</span></span><span class="sig-name descname"><span class="pre">Port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port" title="Link to this definition">#</a></dt>
+<dd><p>The offshore wind base port that operates tugboats and performs tow-to-port
+repairs.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The operating costs for the port are incorporated into the <code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code>
+functionality in the high-levl cost bucket:
+<code class="docutils literal notranslate"><span class="pre">operations_management_administration</span></code> or the more granula cost bucket:
+<code class="docutils literal notranslate"><span class="pre">marine_management</span></code></p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- The simulation environment instance.</p></li>
+<li><p><strong>windfarm</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) -- The simulation windfarm instance.</p></li>
+<li><p><strong>repair_manager</strong> (<a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) -- The simulation repair manager instance.</p></li>
+<li><p><strong>config</strong> (<em>dict</em><em> | </em><em>str</em><em> | </em><em>Path</em>) -- A path to a YAML object or dictionary encoding the port's configuration
+settings. This will be loaded into a <code class="docutils literal notranslate"><span class="pre">PortConfig</span></code> object during
+initialization.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.env">
+<span class="sig-name descname"><span class="pre">env</span></span><a class="headerlink" href="#wombat.core.port.Port.env" title="Link to this definition">#</a></dt>
+<dd><p>The simulation environment instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment">WombatEnvironment</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.windfarm">
+<span class="sig-name descname"><span class="pre">windfarm</span></span><a class="headerlink" href="#wombat.core.port.Port.windfarm" title="Link to this definition">#</a></dt>
+<dd><p>The simulation windfarm instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm">Windfarm</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.manager">
+<span class="sig-name descname"><span class="pre">manager</span></span><a class="headerlink" href="#wombat.core.port.Port.manager" title="Link to this definition">#</a></dt>
+<dd><p>The simulation repair manager instance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager">RepairManager</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.settings">
+<span class="sig-name descname"><span class="pre">settings</span></span><a class="headerlink" href="#wombat.core.port.Port.settings" title="Link to this definition">#</a></dt>
+<dd><p>The port's configuration settings, as provided by the user.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><a class="reference internal" href="types.html#wombat.core.data_classes.PortConfig" title="wombat.core.data_classes.PortConfig">PortConfig</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.requests_serviced">
+<span class="sig-name descname"><span class="pre">requests_serviced</span></span><a class="headerlink" href="#wombat.core.port.Port.requests_serviced" title="Link to this definition">#</a></dt>
+<dd><p>The set of requests that have already been serviced to ensure there are no
+duplications of labor when splitting out the repair requests to be processed.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>set[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.turbine_manager">
+<span class="sig-name descname"><span class="pre">turbine_manager</span></span><a class="headerlink" href="#wombat.core.port.Port.turbine_manager" title="Link to this definition">#</a></dt>
+<dd><p>A SimPy <code class="docutils literal notranslate"><span class="pre">Resource</span></code> object that limits the number of turbines that can be towed
+to port, so as not to overload the quayside waters, which is controlled by
+<code class="docutils literal notranslate"><span class="pre">settings.max_operations</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>simpy.Resource</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.crew_manager">
+<span class="sig-name descname"><span class="pre">crew_manager</span></span><a class="headerlink" href="#wombat.core.port.Port.crew_manager" title="Link to this definition">#</a></dt>
+<dd><p>A SimPy <code class="docutils literal notranslate"><span class="pre">Resource</span></code> object that limts the number of repairs that can be
+occurring at any given time, which is controlled by <code class="docutils literal notranslate"><span class="pre">settings.n_crews</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>simpy.Resource</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.service_equipment_manager">
+<span class="sig-name descname"><span class="pre">service_equipment_manager</span></span><a class="headerlink" href="#wombat.core.port.Port.service_equipment_manager" title="Link to this definition">#</a></dt>
+<dd><p>A SimPy <code class="docutils literal notranslate"><span class="pre">FilterStore</span></code> object that acts as a coordination system for the
+registered tugboats to tow turbines between port and site. In order to tow
+in either direction they must be filtered by <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_port</span></code>. This
+is generated from the tugboat definitions in <code class="docutils literal notranslate"><span class="pre">settings.tugboats</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>simpy.FilterStore</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port.active_repairs">
+<span class="sig-name descname"><span class="pre">active_repairs</span></span><a class="headerlink" href="#wombat.core.port.Port.active_repairs" title="Link to this definition">#</a></dt>
+<dd><p>A nested dictionary of turbines, and its associated request IDs with a SimPy
+<code class="docutils literal notranslate"><span class="pre">Event</span></code>. The use of events allows them to automatically succeed at the end of
+repairs, and once all repairs are processed on a turbine, the tow-to-site
+process can commence.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Type<span class="colon">:</span></dt>
+<dd class="field-odd"><p>dict[str, dict[str, simpy.events.Event]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._log_annual_fee">
+<span class="sig-name descname"><span class="pre">_log_annual_fee</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port._log_annual_fee"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port._log_annual_fee" title="Link to this definition">#</a></dt>
+<dd><p>Logs the annual port lease fee on a monthly-basis.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.repair_single">
+<span class="sig-name descname"><span class="pre">repair_single</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.repair_single"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.repair_single" title="Link to this definition">#</a></dt>
+<dd><p>Simulation logic to process a single repair request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The submitted repair or maintenance request.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.transfer_requests_from_manager">
+<span class="sig-name descname"><span class="pre">transfer_requests_from_manager</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.transfer_requests_from_manager"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.transfer_requests_from_manager" title="Link to this definition">#</a></dt>
+<dd><p>Gets all of a given system's repair requests from the simulation's repair
+manager, removes them from that queue, and puts them in the port's queue.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> attribute from the system that will be repaired at port.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><code class="xref py py-class docutils literal notranslate"><span class="pre">RepairRequest</span></code></a>] | <code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>None | list[RepairRequest]</em> -- The list of repair requests that need to be completed at port.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_repairs">
+<span class="sig-name descname"><span class="pre">run_repairs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.run_repairs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.run_repairs" title="Link to this definition">#</a></dt>
+<dd><p>Method that transfers the requests from the repair manager and initiates the
+repair sequence.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> that is has been towed to port.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.get_all_requests_for_system">
+<span class="sig-name descname"><span class="pre">get_all_requests_for_system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.get_all_requests_for_system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.get_all_requests_for_system" title="Link to this definition">#</a></dt>
+<dd><p>Gets all repair requests for a specific <code class="docutils literal notranslate"><span class="pre">system_id</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>Optional</em><em>[</em><em>str</em><em>]</em><em>, </em><em>optional</em>) -- ID of the turbine or OSS; should correspond to <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.
+the first repair requested.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">FilterStoreGet</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Optional[Generator[FilterStoreGet]]</em> -- All repair requests for a given system. If no matching requests are found,
+or there aren't any items in the queue yet, then None is returned.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_tow_to_port">
+<span class="sig-name descname"><span class="pre">run_tow_to_port</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.run_tow_to_port"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.run_tow_to_port" title="Link to this definition">#</a></dt>
+<dd><p>The method to initiate a tow-to-port repair sequence.</p>
+<p>The process follows the following following routine:</p>
+<ol class="arabic simple">
+<li><p>Request a tugboat from the tugboat resource manager and wait</p></li>
+<li><dl class="simple">
+<dt>Runs <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow_to_port</span></code>, which encapsulates the traveling to</dt><dd><p>site, unmooring, and return tow with a turbine</p>
+</dd>
+</dl>
+</li>
+<li><p>Transfers the the turbine's repair log to the port, and gets all available
+crews to work on repairs immediately</p></li>
+<li><p>Requests a tugboat to return the turbine to site</p></li>
+<li><p>Runs <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow_to_site()</span></code>, which encapsulates the tow back to
+site, reconnection, resetting the operating status, and returning back to
+port</p></li>
+</ol>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request that initiated the process. This is primarily used for logging
+purposes.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> -- The series of events constituting the tow-to-port repairs</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.run_unscheduled_in_situ">
+<span class="sig-name descname"><span class="pre">run_unscheduled_in_situ</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">initial</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/port.html#Port.run_unscheduled_in_situ"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.port.Port.run_unscheduled_in_situ" title="Link to this definition">#</a></dt>
+<dd><p>Runs the in-situ repair processes for port-based servicing equipment such as
+tugboats that will always return back to port, but are not necessarily a feature
+of the windfarm itself, such as a crew transfer vessel.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>request</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.RepairRequest" title="wombat.core.data_classes.RepairRequest"><em>RepairRequest</em></a>) -- The request that triggered the non tow-to-port, but port-based servicing
+equipment repair.</p></li>
+<li><p><strong>initial</strong> (<em>bool</em>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Process, None, None]</em> -- The travel and repair processes.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._check_working_hours">
+<span class="sig-name descname"><span class="pre">_check_working_hours</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._check_working_hours" title="Link to this definition">#</a></dt>
+<dd><p>Checks the working hours of the port and overrides a default (-1) to
+the <code class="docutils literal notranslate"><span class="pre">env</span></code> settings, otherwise hours remain the same.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) -- One of &quot;env&quot; or &quot;port&quot; to determine from which overarching environment
+variable should be used to override unset settings.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._do_get">
+<span class="sig-name descname"><span class="pre">_do_get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._do_get" title="Link to this definition">#</a></dt>
+<dd><p>Perform the <em>get</em> operation.</p>
+<p>This method needs to be implemented by subclasses. If the conditions
+for the get <em>event</em> are met, the method must trigger the event (e.g.
+call <code class="xref py py-meth docutils literal notranslate"><span class="pre">Event.succeed()</span></code> with an appropriate value).</p>
+<p>This method is called by <a class="reference internal" href="#wombat.core.port.Port._trigger_get" title="wombat.core.port.Port._trigger_get"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_trigger_get()</span></code></a> for every event in the
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">get_queue</span></code>, as long as the return value does not evaluate
+<code class="docutils literal notranslate"><span class="pre">False</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>event</strong> (<em>FilterStoreGet</em>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._do_put">
+<span class="sig-name descname"><span class="pre">_do_put</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._do_put" title="Link to this definition">#</a></dt>
+<dd><p>Perform the <em>put</em> operation.</p>
+<p>This method needs to be implemented by subclasses. If the conditions
+for the put <em>event</em> are met, the method must trigger the event (e.g.
+call <code class="xref py py-meth docutils literal notranslate"><span class="pre">Event.succeed()</span></code> with an appropriate value).</p>
+<p>This method is called by <a class="reference internal" href="#wombat.core.port.Port._trigger_put" title="wombat.core.port.Port._trigger_put"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_trigger_put()</span></code></a> for every event in the
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">put_queue</span></code>, as long as the return value does not evaluate
+<code class="docutils literal notranslate"><span class="pre">False</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Optional</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code>]</span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>event</strong> (<em>StorePut</em>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.port.Port._is_protocol">
+<span class="sig-name descname"><span class="pre">_is_protocol</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">False</span></em><a class="headerlink" href="#wombat.core.port.Port._is_protocol" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._is_workshift">
+<span class="sig-name descname"><span class="pre">_is_workshift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hour_ix</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._is_workshift" title="Link to this definition">#</a></dt>
+<dd><p>Determines which timestamps are in the servicing equipment's working hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>hour_ix</strong> (<em>np.ndarray</em><em> | </em><em>float</em><em> | </em><em>int</em>) -- The hour of day component of the datetime stamp.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>np.ndarray | bool</em> -- A boolean array for which values in working hours (True), and which values
+are outside working hours (False).</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._trigger_get">
+<span class="sig-name descname"><span class="pre">_trigger_get</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">put_event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._trigger_get" title="Link to this definition">#</a></dt>
+<dd><p>Trigger get events.</p>
+<p>This method is called once a new get event has been created or a put
+event has been processed.</p>
+<p>The method iterates over all get events in the <code class="xref py py-attr docutils literal notranslate"><span class="pre">get_queue</span></code> and
+calls <a class="reference internal" href="#wombat.core.port.Port._do_get" title="wombat.core.port.Port._do_get"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_do_get()</span></code></a> to check if the conditions for the event are met.
+If <a class="reference internal" href="#wombat.core.port.Port._do_get" title="wombat.core.port.Port._do_get"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_do_get()</span></code></a> returns <code class="docutils literal notranslate"><span class="pre">False</span></code>, the iteration is stopped early.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>put_event</strong> (<em>PutType</em><em> | </em><em>None</em>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port._trigger_put">
+<span class="sig-name descname"><span class="pre">_trigger_put</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">get_event</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port._trigger_put" title="Link to this definition">#</a></dt>
+<dd><p>This method is called once a new put event has been created or a get
+event has been processed.</p>
+<p>The method iterates over all put events in the <code class="xref py py-attr docutils literal notranslate"><span class="pre">put_queue</span></code> and
+calls <a class="reference internal" href="#wombat.core.port.Port._do_put" title="wombat.core.port.Port._do_put"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_do_put()</span></code></a> to check if the conditions for the event are met.
+If <a class="reference internal" href="#wombat.core.port.Port._do_put" title="wombat.core.port.Port._do_put"><code class="xref py py-meth docutils literal notranslate"><span class="pre">_do_put()</span></code></a> returns <code class="docutils literal notranslate"><span class="pre">False</span></code>, the iteration is stopped early.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>get_event</strong> (<em>GetType</em><em> | </em><em>None</em>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.hours_to_next_operational_date">
+<span class="sig-name descname"><span class="pre">hours_to_next_operational_date</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_search_date</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">exclusion_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port.hours_to_next_operational_date" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the number of hours until the first date that is not a part of
+the <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> given a starting datetime and for search criteria.
+Optionally, <code class="docutils literal notranslate"><span class="pre">exclusion_days</span></code> can be used to account for a mobilization period
+so that mobilization can occur during the non operational period.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_search_date</strong> (<em>datetime.datetime</em><em> | </em><em>datetime.date</em><em> | </em><em>pd.Timestamp</em>) -- The first date to be considered in the search.</p></li>
+<li><p><strong>exclusion_days</strong> (<em>int</em><em>, </em><em>optional</em>) -- The number of days to subtract from the next available datetime that
+represents a non operational action that can occur during the non
+operational period, such as mobilization, by default 0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- The total number of hours until the next operational date.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.initialize_cost_calculators">
+<span class="sig-name descname"><span class="pre">initialize_cost_calculators</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port.initialize_cost_calculators" title="Link to this definition">#</a></dt>
+<dd><p>Creates the cost calculators for each of the subclasses that will need to
+calculate hourly costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>which</strong> (<em>str</em>) -- One of &quot;port&quot; or &quot;equipment&quot; to to indicate how to access equipment costs</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.process_repair">
+<span class="sig-name descname"><span class="pre">process_repair</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">hours</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_details</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port.process_repair" title="Link to this definition">#</a></dt>
+<dd><p>The logging and timeout process for performing a repair or doing maintenance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>hours</strong> (<em>int</em><em> | </em><em>float</em>) -- The lenght, in hours, of the repair or maintenance task.</p></li>
+<li><p><strong>request_details</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a><em> | </em><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- The deatils of the request, this is only being checked for the type.</p></li>
+<li><p><strong>kwargs</strong> (<em>dict</em>) -- Additional parameters to be passed to <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code>.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Generator[Timeout | Process, None, None]</em> -- A <code class="docutils literal notranslate"><span class="pre">Timeout</span></code> is yielded of length <code class="docutils literal notranslate"><span class="pre">hours</span></code>.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Process</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.port.Port.wait_until_next_shift">
+<span class="sig-name descname"><span class="pre">wait_until_next_shift</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="headerlink" href="#wombat.core.port.Port.wait_until_next_shift" title="Link to this definition">#</a></dt>
+<dd><p>Delays the process until the start of the next shift.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Generator[Timeout, None, None]</em> -- Delay until the start of the next shift.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Timeout</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>, <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code>]</span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
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+            theme: "abcdef",
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+        },
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+    }
+    </script>
+    <script>kernelName = 'python3'</script>
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+                </article>
+              
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+        <p class="prev-next-subtitle">previous</p>
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+  <div class="sidebar-secondary-item">
+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#environment">Environment</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._register_windfarm"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._register_windfarm()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.run"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.run()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._logging_setup"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._logging_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.get_random_seconds"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.get_random_seconds()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.simulation_time"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.simulation_time</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.is_workshift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.hour_in_shift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.hour_in_shift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.hours_to_next_shift"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.hours_to_next_shift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.current_time"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.current_time</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.date_ix"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.date_ix()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._weather_setup"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._weather_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.weather_now"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_now</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.weather_forecast"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_forecast()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.log_action"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._log_actions"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._log_actions()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.load_events_log_dataframe"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.load_events_log_dataframe()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._calculate_windfarm_total"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._calculate_windfarm_total()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment._calculate_adjusted_production"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment._calculate_adjusted_production()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.load_operations_log_dataframe()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.power_production_potential_to_csv()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.environment.WombatEnvironment.cleanup_log_files"><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.cleanup_log_files()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#repair-management">Repair Management</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager"><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.env"><code class="docutils literal notranslate"><span class="pre">RepairManager.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.windfarm"><code class="docutils literal notranslate"><span class="pre">RepairManager.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._current_id"><code class="docutils literal notranslate"><span class="pre">RepairManager._current_id</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.downtime_based_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager.downtime_based_equipment</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.request_based_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager.request_based_equipment</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._update_equipment_map"><code class="docutils literal notranslate"><span class="pre">RepairManager._update_equipment_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_windfarm"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_windfarm()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_equipment"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_equipment()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._register_port"><code class="docutils literal notranslate"><span class="pre">RepairManager._register_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._create_request_id"><code class="docutils literal notranslate"><span class="pre">RepairManager._create_request_id()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._is_request_processing"><code class="docutils literal notranslate"><span class="pre">RepairManager._is_request_processing()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._run_equipment_downtime"><code class="docutils literal notranslate"><span class="pre">RepairManager._run_equipment_downtime()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager._run_equipment_requests"><code class="docutils literal notranslate"><span class="pre">RepairManager._run_equipment_requests()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.register_request"><code class="docutils literal notranslate"><span class="pre">RepairManager.register_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.submit_request"><code class="docutils literal notranslate"><span class="pre">RepairManager.submit_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_request_by_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_request_by_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_request_by_severity"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_request_by_severity()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.invalidate_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.invalidate_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.interrupt_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.interrupt_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.register_repair"><code class="docutils literal notranslate"><span class="pre">RepairManager.register_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.enable_requests_for_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.enable_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.get_all_requests_for_system"><code class="docutils literal notranslate"><span class="pre">RepairManager.get_all_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.purge_subassembly_requests"><code class="docutils literal notranslate"><span class="pre">RepairManager.purge_subassembly_requests()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.repair_management.RepairManager.request_map"><code class="docutils literal notranslate"><span class="pre">RepairManager.request_map</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.core.service_equipment">Servicing Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.consecutive_groups"><code class="docutils literal notranslate"><span class="pre">consecutive_groups()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.calculate_delay_from_forecast"><code class="docutils literal notranslate"><span class="pre">calculate_delay_from_forecast()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.validate_end_points"><code class="docutils literal notranslate"><span class="pre">validate_end_points()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.reset_system_operations"><code class="docutils literal notranslate"><span class="pre">reset_system_operations()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.env"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.windfarm"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.manager"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.settings"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.onsite"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.onsite</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.enroute"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.enroute</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.at_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_port</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.at_system"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.at_system</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.current_system"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.current_system</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.transferring_crew"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.transferring_crew</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.finish_setup_with_environment_variables()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._register_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._register_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._set_location"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._set_location()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._weather_forecast"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._weather_forecast()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.get_speed"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.get_speed()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.get_next_request"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.get_next_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.enable_string_operations"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.enable_string_operations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.register_repair_with_subassembly()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.wait_until_next_operational_period()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mobilize_scheduled()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mobilize"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mobilize()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.find_uninterrupted_weather_window()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.find_interrupted_weather_window()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.weather_delay"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.weather_delay()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_intra_site_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_uninterrupted_travel_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._calculate_interrupted_travel_time()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.travel"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.travel()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.tow"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.tow()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.crew_transfer"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.crew_transfer()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.mooring_connection"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.mooring_connection()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.in_situ_repair"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.in_situ_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_scheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_unscheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_tow_to_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._check_working_hours"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._check_working_hours()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment._is_workshift"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment._is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.hours_to_next_operational_date()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.initialize_cost_calculators()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.process_repair"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.process_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.run_tow_to_site()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift"><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.wait_until_next_shift()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.core.port">Port</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port"><code class="docutils literal notranslate"><span class="pre">Port</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.env"><code class="docutils literal notranslate"><span class="pre">Port.env</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.windfarm"><code class="docutils literal notranslate"><span class="pre">Port.windfarm</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.manager"><code class="docutils literal notranslate"><span class="pre">Port.manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.settings"><code class="docutils literal notranslate"><span class="pre">Port.settings</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.requests_serviced"><code class="docutils literal notranslate"><span class="pre">Port.requests_serviced</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.turbine_manager"><code class="docutils literal notranslate"><span class="pre">Port.turbine_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.crew_manager"><code class="docutils literal notranslate"><span class="pre">Port.crew_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.service_equipment_manager"><code class="docutils literal notranslate"><span class="pre">Port.service_equipment_manager</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.active_repairs"><code class="docutils literal notranslate"><span class="pre">Port.active_repairs</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._log_annual_fee"><code class="docutils literal notranslate"><span class="pre">Port._log_annual_fee()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.repair_single"><code class="docutils literal notranslate"><span class="pre">Port.repair_single()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.transfer_requests_from_manager"><code class="docutils literal notranslate"><span class="pre">Port.transfer_requests_from_manager()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_repairs"><code class="docutils literal notranslate"><span class="pre">Port.run_repairs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.get_all_requests_for_system"><code class="docutils literal notranslate"><span class="pre">Port.get_all_requests_for_system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_tow_to_port"><code class="docutils literal notranslate"><span class="pre">Port.run_tow_to_port()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.run_unscheduled_in_situ"><code class="docutils literal notranslate"><span class="pre">Port.run_unscheduled_in_situ()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._check_working_hours"><code class="docutils literal notranslate"><span class="pre">Port._check_working_hours()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._do_get"><code class="docutils literal notranslate"><span class="pre">Port._do_get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._do_put"><code class="docutils literal notranslate"><span class="pre">Port._do_put()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._is_protocol"><code class="docutils literal notranslate"><span class="pre">Port._is_protocol</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._is_workshift"><code class="docutils literal notranslate"><span class="pre">Port._is_workshift()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._trigger_get"><code class="docutils literal notranslate"><span class="pre">Port._trigger_get()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port._trigger_put"><code class="docutils literal notranslate"><span class="pre">Port._trigger_put()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.hours_to_next_operational_date"><code class="docutils literal notranslate"><span class="pre">Port.hours_to_next_operational_date()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.initialize_cost_calculators"><code class="docutils literal notranslate"><span class="pre">Port.initialize_cost_calculators()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.process_repair"><code class="docutils literal notranslate"><span class="pre">Port.process_repair()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.port.Port.wait_until_next_shift"><code class="docutils literal notranslate"><span class="pre">Port.wait_until_next_shift()</span></code></a></li>
+</ul>
+</li>
+</ul>
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+<h1>WOMBAT API<a class="headerlink" href="#wombat-api" title="Link to this heading">#</a></h1>
+<p>The WOMBAT framework relies on a set of base data classes powered by the attrs
+library and a series of simulation classes and methods to perform all the operations.</p>
+<p>To make it easier for users, there is also a simulation interface provided.</p>
+<section id="package-hierarchy">
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+    <h1>Simulation API</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#configuration">Configuration</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Configuration"><code class="docutils literal notranslate"><span class="pre">Configuration</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#simulation-interface">Simulation Interface</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation"><code class="docutils literal notranslate"><span class="pre">Simulation</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation._create_configuration"><code class="docutils literal notranslate"><span class="pre">Simulation._create_configuration()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.from_config"><code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation._setup_simulation"><code class="docutils literal notranslate"><span class="pre">Simulation._setup_simulation()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.run"><code class="docutils literal notranslate"><span class="pre">Simulation.run()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.save_metrics_inputs"><code class="docutils literal notranslate"><span class="pre">Simulation.save_metrics_inputs()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#metrics-computation">Metrics Computation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics"><code class="docutils literal notranslate"><span class="pre">Metrics</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._hourly_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._hourly_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._salary_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._salary_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._labor_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._labor_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._equipment_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._equipment_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._materials_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._materials_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._total_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._total_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._cost_columns"><code class="docutils literal notranslate"><span class="pre">Metrics._cost_columns</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.from_simulation_outputs"><code class="docutils literal notranslate"><span class="pre">Metrics.from_simulation_outputs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._tidy_data"><code class="docutils literal notranslate"><span class="pre">Metrics._tidy_data()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._read_data"><code class="docutils literal notranslate"><span class="pre">Metrics._read_data()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._apply_inflation_rate"><code class="docutils literal notranslate"><span class="pre">Metrics._apply_inflation_rate()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.time_based_availability"><code class="docutils literal notranslate"><span class="pre">Metrics.time_based_availability()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.production_based_availability"><code class="docutils literal notranslate"><span class="pre">Metrics.production_based_availability()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.capacity_factor"><code class="docutils literal notranslate"><span class="pre">Metrics.capacity_factor()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.task_completion_rate"><code class="docutils literal notranslate"><span class="pre">Metrics.task_completion_rate()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.equipment_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.equipment_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.service_equipment_utilization"><code class="docutils literal notranslate"><span class="pre">Metrics.service_equipment_utilization()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea"><code class="docutils literal notranslate"><span class="pre">Metrics.vessel_crew_hours_at_sea()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.number_of_tows"><code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.labor_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.labor_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns"><code class="docutils literal notranslate"><span class="pre">Metrics.equipment_labor_cost_breakdowns()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.emissions"><code class="docutils literal notranslate"><span class="pre">Metrics.emissions()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.component_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.component_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.port_fees"><code class="docutils literal notranslate"><span class="pre">Metrics.port_fees()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.project_fixed_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.project_fixed_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.opex"><code class="docutils literal notranslate"><span class="pre">Metrics.opex()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.process_times"><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.power_production"><code class="docutils literal notranslate"><span class="pre">Metrics.power_production()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.npv"><code class="docutils literal notranslate"><span class="pre">Metrics.npv()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="simulation-api">
+<span id="id1"></span><h1>Simulation API<a class="headerlink" href="#simulation-api" title="Link to this heading">#</a></h1>
+<a class="reference internal image-reference" href="../_images/simulation_api.svg"><img alt="" class="align-center" src="../_images/simulation_api.svg" width="2400px" /></a>
+<section id="configuration">
+<span id="simulation-api-config"></span><h2>Configuration<a class="headerlink" href="#configuration" title="Link to this heading">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Configuration">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.simulation_api.</span></span><span class="sig-name descname"><span class="pre">Configuration</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">layout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inflation_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_capacity</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fixed_costs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Configuration"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Configuration" title="Link to this definition">#</a></dt>
+<dd><p>The <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> configuration data class that provides all the necessary
+definitions.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) -- Name of the simulation. Used for logging files.</p></li>
+<li><p><strong>layout</strong> (<em>str</em>) -- The windfarm layout file. See <code class="docutils literal notranslate"><span class="pre">wombat.Windfarm</span></code> for more details.</p></li>
+<li><p><strong>service_equipment</strong> (<em>str</em><em> | </em><em>list</em><em>[</em><em>str</em><em>]</em>) -- The equpiment that will be used in the simulation. See
+<code class="docutils literal notranslate"><span class="pre">wombat.core.ServiceEquipment</span></code> for more details.</p></li>
+<li><p><strong>weather</strong> (<em>str</em>) -- The weather profile to be used. See <code class="docutils literal notranslate"><span class="pre">wombat.simulation.WombatEnvironment</span></code>
+for more details.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- Starting hour for a typical work shift. Can be overridden by
+equipment-specific settings.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- Ending hour for a typical work shift. Can be overridden by
+equipment-specific settings.</p></li>
+<li><p><strong>inflation_rate</strong> (<em>float</em>) -- The annual inflation rate to be used for post-processing.</p></li>
+<li><p><strong>fixed_costs</strong> (<em>str</em>) -- The file name for the fixed costs assumptions.</p></li>
+<li><p><strong>project_capacity</strong> (<em>int</em><em> | </em><em>float</em>) -- The total capacity of the wind plant, in MW.</p></li>
+<li><p><strong>port</strong> (<em>dict</em><em> | </em><em>str</em><em> | </em><em>Path</em>) -- The port configuration file or dictionary that will be used to setup a
+tow-to-port repair strategy, default None.</p></li>
+<li><p><strong>port_distance</strong> (<em>int</em><em> | </em><em>float</em>) -- The simulation-wide daily travel distance for servicing equipment. This should
+be used as a base setting when multiple or all servicing equipment will be
+operating out of the same base location, but can be individually modified.</p></li>
+<li><p><strong>start_year</strong> (<em>int</em>) -- Start year of the simulation. The exact date will be determined by
+the first valid date of this year in <code class="docutils literal notranslate"><span class="pre">weather</span></code>.</p></li>
+<li><p><strong>end_year</strong> (<em>int</em>) -- Final year of the simulation. The exact date will be determined by
+the last valid date of this year in <code class="docutils literal notranslate"><span class="pre">weather</span></code>.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or later starting date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or later starting date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden for all servicing equipment
+and any modeled port, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) -- The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden for all servicing equipment and any modeled port, by default 0.0.</p></li>
+<li><p><strong>random_seed</strong> (<em>int</em><em> | </em><em>None</em>) -- The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator</em><em> | </em><em>None</em>) -- An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="simulation-interface">
+<span id="simulation-api-interface"></span><h2>Simulation Interface<a class="headerlink" href="#simulation-interface" title="Link to this heading">#</a></h2>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.simulation_api.</span></span><span class="sig-name descname"><span class="pre">Simulation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">library_path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_seed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">random_generator</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation" title="Link to this definition">#</a></dt>
+<dd><p>The primary API to interact with the simulation methodologies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>library_path</strong> (<em>str</em>) -- The path to the main data library.</p></li>
+<li><p><strong>config</strong> (<a class="reference internal" href="#wombat.core.simulation_api.Configuration" title="wombat.core.simulation_api.Configuration"><em>Configuration</em></a><em> | </em><em>dict</em><em> | </em><em>str</em>) -- <dl class="simple">
+<dt>One of the following:</dt><dd><ul>
+<li><p>A pre-loaded <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object</p></li>
+<li><p>A dictionary ready to be converted to a <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object</p></li>
+<li><p>The name of the configuration file to be loaded, that will be located at:
+<code class="docutils literal notranslate"><span class="pre">library_path</span></code> / config / <code class="docutils literal notranslate"><span class="pre">config</span></code></p></li>
+</ul>
+</dd>
+</dl>
+</p></li>
+<li><p><strong>random_seed</strong> (<em>int</em><em> | </em><em>None</em>) -- The random seed to be passed to a universal NumPy <code class="docutils literal notranslate"><span class="pre">default_rng</span></code> object to
+generate Weibull random generators, by default None.</p></li>
+<li><p><strong>random_generator</strong> (<em>np.random._generator.Generator</em><em> | </em><em>None</em>) -- An optional numpy random generator that can be provided to seed a simulation
+with the same generator each time, in place of the random seed. If a
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">random_seed</span></code> is also provided, this will override the random seed,
+by default None.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation._create_configuration">
+<span class="sig-name descname"><span class="pre">_create_configuration</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">attribute</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation._create_configuration"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation._create_configuration" title="Link to this definition">#</a></dt>
+<dd><p>Validates the configuration object and creates the <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object
+for the simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>TypeError</strong> -- Raised if the value provided is not able to create a valid <code class="docutils literal notranslate"><span class="pre">Configuration</span></code>
+    object</p></li>
+<li><p><strong>ValueError</strong> -- Raised if <code class="docutils literal notranslate"><span class="pre">name</span></code> and <code class="docutils literal notranslate"><span class="pre">config.name</span></code> or <code class="docutils literal notranslate"><span class="pre">library_path</span></code> and
+    <code class="docutils literal notranslate"><span class="pre">config.library</span></code> are not aligned.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Configuration</em> -- The validated simulation configuration</p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>attribute</strong> (<em>Attribute</em>) -- </p></li>
+<li><p><strong>value</strong> (<em>str</em><em> | </em><em>Path</em><em> | </em><em>dict</em><em> | </em><a class="reference internal" href="#wombat.core.simulation_api.Configuration" title="wombat.core.simulation_api.Configuration"><em>Configuration</em></a>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.from_config">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_config</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">library_path</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">config</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation.from_config"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation.from_config" title="Link to this definition">#</a></dt>
+<dd><p>Creates the <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object only the configuration contents as either a
+full file path to the configuration file, a dictionary of the configuration
+contents, or pre-loaded <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>library_path</strong> (<em>str</em><em> | </em><em>Path</em>) -- The simulation's data library. If a filename is provided for
+<code class="xref py py-attr docutils literal notranslate"><span class="pre">config</span></code>, this is the data library from where it will be imported.
+This will also be used to feed into the returned <cite>Simulation.library_path</cite>.</p></li>
+<li><p><strong>config</strong> (<em>str</em><em> | </em><em>Path</em><em> | </em><em>dict</em><em> | </em><a class="reference internal" href="#wombat.core.simulation_api.Configuration" title="wombat.core.simulation_api.Configuration"><em>Configuration</em></a>) -- <p>The simulation configuration, see <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> for more details on the
+contents. The following is a description of the acceptable contents:</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">str</span></code> : the full file path of the configuration yaml file.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dict</span></code> : a dictionary with the requried configuration settings.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Configuration</span></code> : a pre-created <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object.</p></li>
+</ul>
+</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>TypeError</strong> -- Raised if <code class="docutils literal notranslate"><span class="pre">config</span></code> is not one of the three acceptable input types.</p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Simulation</em> -- A ready-to-run <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation._setup_simulation">
+<span class="sig-name descname"><span class="pre">_setup_simulation</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation._setup_simulation"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation._setup_simulation" title="Link to this definition">#</a></dt>
+<dd><p>Initializes the simulation objects.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">until</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">create_metrics</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">save_metrics_inputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation.run"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation.run" title="Link to this definition">#</a></dt>
+<dd><p>Calls <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.run()</span></code> and gathers the results for
+post-processing. See <code class="docutils literal notranslate"><span class="pre">wombat.simulation.WombatEnvironment.run</span></code> or
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>until</strong> (<em>Optional</em><em>[</em><em>int</em><em> | </em><em>float</em><em> | </em><em>Event</em><em>]</em><em>, </em><em>optional</em>) -- When to stop the simulation, by default None. See documentation on
+<code class="docutils literal notranslate"><span class="pre">simpy.Environment.run</span></code> for more details.</p></li>
+<li><p><strong>create_metrics</strong> (<em>bool</em><em>, </em><em>optional</em>) -- If True, the metrics object will be created, and not, if False, by default
+True.</p></li>
+<li><p><strong>save_metrics_inputs</strong> (<em>bool</em><em>, </em><em>optional</em>) -- If True, the metrics inputs data will be saved to a yaml file, with file
+references to any larger data structures that can be reloaded later. If
+False, the data will not be saved, by default True.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.simulation_api.Simulation.save_metrics_inputs">
+<span class="sig-name descname"><span class="pre">save_metrics_inputs</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/simulation_api.html#Simulation.save_metrics_inputs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.simulation_api.Simulation.save_metrics_inputs" title="Link to this definition">#</a></dt>
+<dd><p>Saves the inputs for the <cite>Metrics</cite> initialization with either a direct
+copy of the data or a file reference that can be loaded later.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="metrics-computation">
+<span id="simulation-api-metrics"></span><h2>Metrics Computation<a class="headerlink" href="#metrics-computation" title="Link to this heading">#</a></h2>
+<p>For example usage of the Metrics class and its associated methods, please see the
+<a class="reference internal" href="../examples/metrics_demonstration.html"><span class="doc std std-doc">examples documentation page</span></a></p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.post_processor.</span></span><span class="sig-name descname"><span class="pre">Metrics</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dir</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">events</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">potential</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">production</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">inflation_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_capacity</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_capacities</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">turbine_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation_turbine_map</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment_names</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fixed_costs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics" title="Link to this definition">#</a></dt>
+<dd><p>The metric computation class for storing logs and compiling results.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data_dir</strong> (<em>str</em><em> | </em><em>Path</em>) -- </p></li>
+<li><p><strong>events</strong> (<em>str</em><em> | </em><em>pd.DataFrame</em>) -- </p></li>
+<li><p><strong>operations</strong> (<em>str</em><em> | </em><em>pd.DataFrame</em>) -- </p></li>
+<li><p><strong>potential</strong> (<em>str</em><em> | </em><em>pd.DataFrame</em>) -- </p></li>
+<li><p><strong>production</strong> (<em>str</em><em> | </em><em>pd.DataFrame</em>) -- </p></li>
+<li><p><strong>inflation_rate</strong> (<em>float</em>) -- </p></li>
+<li><p><strong>project_capacity</strong> (<em>float</em>) -- </p></li>
+<li><p><strong>turbine_capacities</strong> (<em>list</em><em>[</em><em>float</em><em>]</em>) -- </p></li>
+<li><p><strong>substation_id</strong> (<em>str</em><em> | </em><em>list</em><em>[</em><em>str</em><em>]</em>) -- </p></li>
+<li><p><strong>turbine_id</strong> (<em>str</em><em> | </em><em>list</em><em>[</em><em>str</em><em>]</em>) -- </p></li>
+<li><p><strong>substation_turbine_map</strong> (<em>dict</em><em>[</em><em>str</em><em>, </em><em>dict</em><em>[</em><em>str</em><em>, </em><em>list</em><em>[</em><em>str</em><em>]</em><em>]</em><em>]</em>) -- </p></li>
+<li><p><strong>service_equipment_names</strong> (<em>str</em><em> | </em><em>list</em><em>[</em><em>str</em><em>]</em>) -- </p></li>
+<li><p><strong>fixed_costs</strong> (<em>str</em><em> | </em><em>None</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._hourly_cost">
+<span class="sig-name descname"><span class="pre">_hourly_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'hourly_labor_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._hourly_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._salary_cost">
+<span class="sig-name descname"><span class="pre">_salary_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'salary_labor_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._salary_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._labor_cost">
+<span class="sig-name descname"><span class="pre">_labor_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'total_labor_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._labor_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._equipment_cost">
+<span class="sig-name descname"><span class="pre">_equipment_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'equipment_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._equipment_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._materials_cost">
+<span class="sig-name descname"><span class="pre">_materials_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'materials_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._materials_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._total_cost">
+<span class="sig-name descname"><span class="pre">_total_cost</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">'total_cost'</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._total_cost" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._cost_columns">
+<span class="sig-name descname"><span class="pre">_cost_columns</span></span><em class="property"><span class="w"> </span><span class="p"><span class="pre">=</span></span><span class="w"> </span><span class="pre">['hourly_labor_cost',</span> <span class="pre">'salary_labor_cost',</span> <span class="pre">'total_labor_cost',</span> <span class="pre">'equipment_cost',</span> <span class="pre">'materials_cost',</span> <span class="pre">'total_cost']</span></em><a class="headerlink" href="#wombat.core.post_processor.Metrics._cost_columns" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.from_simulation_outputs">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_simulation_outputs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fpath</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">fname</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.from_simulation_outputs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.from_simulation_outputs" title="Link to this definition">#</a></dt>
+<dd><p>Creates the Metrics class from the saved outputs of a simulation for ease of
+revisiting the calculated metrics.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>fpath</strong> (<em>Path</em><em> | </em><em>str</em>) -- The full path to the file where the data was saved.</p></li>
+<li><p><strong>fname</strong> (<em>Path</em><em> | </em><em>str</em>) -- The filename for where the data was saved, which should be a direct
+dictionary mapping for the Metrics initialization.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#wombat.core.post_processor.Metrics" title="wombat.core.post_processor.Metrics"><code class="xref py py-class docutils literal notranslate"><span class="pre">Metrics</span></code></a></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Metrics</em> -- The class object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._tidy_data">
+<span class="sig-name descname"><span class="pre">_tidy_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics._tidy_data"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics._tidy_data" title="Link to this definition">#</a></dt>
+<dd><p>Tidies the &quot;raw&quot; csv-converted data to be able to be used among the
+<code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>data</strong> (<em>pd.DataFrame</em>) -- The csv log data.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- A tidied data frame to be used for all the operations in this class.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._read_data">
+<span class="sig-name descname"><span class="pre">_read_data</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">fname</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics._read_data"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics._read_data" title="Link to this definition">#</a></dt>
+<dd><p>Reads the csv log data from library. This is intended to be used for the
+events or operations data.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>path</strong> (<em>str</em>) -- Path to the simulation library.</p></li>
+<li><p><strong>fname</strong> (<em>str</em>) -- Filename of the csv data.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- Dataframe of either the events or operations data.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics._apply_inflation_rate">
+<span class="sig-name descname"><span class="pre">_apply_inflation_rate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">events</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics._apply_inflation_rate"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics._apply_inflation_rate" title="Link to this definition">#</a></dt>
+<dd><p>Adjusts the cost data for compounding inflation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>inflation_rate</strong> (<em>float</em>) -- The inflation rate to be applied for each year.</p></li>
+<li><p><strong>events</strong> (<em>pd.DataFrame</em>) -- The events dataframe containing the project cost data.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The events dataframe with costs adjusted for inflation.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.time_based_availability">
+<span class="sig-name descname"><span class="pre">time_based_availability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.time_based_availability"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.time_based_availability" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the time-based availabiliy over a project's lifetime as a single
+value, annual average, or monthly average for the whole windfarm or by turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) -- One of &quot;windfarm&quot; or &quot;turbine&quot;.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The time-based availability at the desired aggregation level.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.production_based_availability">
+<span class="sig-name descname"><span class="pre">production_based_availability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.production_based_availability"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.production_based_availability" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the production-based availabiliy over a project's lifetime as a
+single value, annual average, or monthly average for the whole windfarm or by
+turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) -- One of &quot;windfarm&quot; or &quot;turbine&quot;.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The production-based availability at the desired aggregation level.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.capacity_factor">
+<span class="sig-name descname"><span class="pre">capacity_factor</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.capacity_factor"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.capacity_factor" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the capacity factor over a project's lifetime as a single value,
+annual average, or monthly average for the whole windfarm or by turbine.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This currently assumes that if there are multiple substations, that
+the turbines are all connected to multiple.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>which</strong> (<em>str</em>) -- One of &quot;net&quot; or &quot;gross&quot;.</p></li>
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) -- One of &quot;windfarm&quot; or &quot;turbine&quot;.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The capacity factor at the desired aggregation level.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.task_completion_rate">
+<span class="sig-name descname"><span class="pre">task_completion_rate</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">which</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.task_completion_rate"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.task_completion_rate" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the task completion rate (including tasks that are canceled after
+a replacement event) over a project's lifetime as a single value, annual
+average, or monthly average for the whole windfarm or by turbine.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>which</strong> (<em>str</em>) -- One of &quot;scheduled&quot;, &quot;unscheduled&quot;, or &quot;both&quot;.</p></li>
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float | pd.DataFrame</em> -- The task completion rate at the desired aggregation level.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.equipment_costs">
+<span class="sig-name descname"><span class="pre">equipment_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_equipment</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.equipment_costs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.equipment_costs" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the equipment costs for the simulation at a project, annual, or
+monthly level with (or without) respect to equipment utilized in the simulation.
+This excludes any port fees that might apply, which are included in:
+<code class="docutils literal notranslate"><span class="pre">port_fees</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_equipment</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to the equipment utilized
+(True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>pd.DataFrame</em> --</p>
+<dl class="simple">
+<dt>Returns pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</dt><dd><ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>then any equipment names as they appear in the logs</p></li>
+</ul>
+</dd>
+</dl>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_equipment</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.service_equipment_utilization">
+<span class="sig-name descname"><span class="pre">service_equipment_utilization</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.service_equipment_utilization"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.service_equipment_utilization" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the utilization rate for each of the service equipment in the
+simulation  as the ratio of total number of days each of the servicing
+equipment is in operation over the total number of days it's present in the
+simulation. This number excludes mobilization time and the time between
+visits for scheduled servicing equipment strategies.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>For tugboats in a tow-to-port scenario, this ratio will be near
+100% because they are considered to be operating on an as-needed basis per
+the port contracting assumptions</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot; or &quot;annual&quot;.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The utilization rate of each of the simulation <code class="docutils literal notranslate"><span class="pre">SerivceEquipment</span></code>.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot; or &quot;annual&quot;.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea">
+<span class="sig-name descname"><span class="pre">vessel_crew_hours_at_sea</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_equipment</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">vessel_crew_assumption</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">{}</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.vessel_crew_hours_at_sea"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the total number of crew hours at sea that occurred during a
+simulation at a project, annual, or monthly level that can be broken out by
+servicing equipment. This includes time mobilizing, delayed at sea, servicing,
+towing, and traveling.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This metric is intended to be used for offshore wind simulations.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_equipment</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to each tugboat (True) or not
+(False), by default False.</p></li>
+<li><p><strong>vessel_crew_assumption</strong> (<em>dict</em><em>[</em><em>str</em><em>, </em><em>float</em><em>]</em><em>, </em><em>optional</em>) -- Dictionary of vessel names (<code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings.name</span></code>) and number
+of crew members aboard to trannsform the results from vessel hours at sea
+to crew hours at sea.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>pd.DataFrame</em> -- Returns a pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>Total Crew Hours at Sea</p></li>
+<li><p>{ServiceEquipment.settings.name} (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_equipment</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">vessel_crew_assumption</span></code> is not a dictionary.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.number_of_tows">
+<span class="sig-name descname"><span class="pre">number_of_tows</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_tug</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_direction</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.number_of_tows"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.number_of_tows" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the total number of tows that occurred during a simulation at a
+project, annual, or monthly level that can be broken out by tugboat.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_tug</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to each tugboat (True) or not
+(False), by default False.</p></li>
+<li><p><strong>by_direction</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with respect to the direction a turbine is
+towed (True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>float | pd.DataFrame</em> -- Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_tows</p></li>
+<li><p>total_tows_to_port (if broken out)</p></li>
+<li><p>total_tows_to_site (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_total_tows (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_to_port (if broken out)</p></li>
+<li><p>{ServiceEquipment.settings.name}_to_site (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_tug</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_direction</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.labor_costs">
+<span class="sig-name descname"><span class="pre">labor_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_type</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.labor_costs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.labor_costs" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the labor costs for the simulation at a project, annual, or
+monthly level that can be broken out by hourly and salary labor costs.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_type</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to the labor types
+(True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>float | pd.DataFrame</em> -- Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_labor_cost</p></li>
+<li><p>hourly_labor_cost (if broken out)</p></li>
+<li><p>salary_labor_cost (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_type</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns">
+<span class="sig-name descname"><span class="pre">equipment_labor_cost_breakdowns</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_category</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_equipment</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.equipment_labor_cost_breakdowns"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the producitivty cost and time breakdowns for the simulation at a
+project, annual, or monthly level that can be broken out to include the
+equipment and labor components, as well as be broken down by servicing
+equipment.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Doesn't produce a value if there's no cost associated with a &quot;reason&quot;.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_category</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether to include the equipment and labor categories (True) or
+not (False), by default False.</p></li>
+<li><p><strong>by_equipment</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to the equipment utilized
+(True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>pd.DataFrame</em> --</p>
+<dl class="simple">
+<dt>Returns pandas <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</dt><dd><ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>reason</p></li>
+<li><p>hourly_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>salary_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>total_labor_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>equipment_cost (if by_category == <code class="docutils literal notranslate"><span class="pre">True</span></code>)</p></li>
+<li><p>total_cost (if broken out)</p></li>
+<li><p>total_hours</p></li>
+</ul>
+</dd>
+</dl>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_category</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.emissions">
+<span class="sig-name descname"><span class="pre">emissions</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">emissions_factors</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">maneuvering_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_engine_on_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.25</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.emissions"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.emissions" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the emissions, typically in tons, per hour of operations for
+transiting, maneuvering (calculated as a % of transiting), idling at the site
+(repairs, crew transfer, weather delays), and idling at port (weather delays),
+excluding waiting overnight between shifts.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>emissions_factors</strong> (<em>dict</em>) -- Dictionary of emissions per hour for &quot;transit&quot;, &quot;maneuver&quot;, &quot;idle at site&quot;,
+and &quot;idle at port&quot; for each of the servicing equipment in the simulation.</p></li>
+<li><p><strong>maneuvering_factor</strong> (<em>float</em><em>, </em><em>optional</em>) -- The proportion of transit time that can be attributed to
+maneuvering/positioning, by default 0.1.</p></li>
+<li><p><strong>port_engine_on_factor</strong> (<em>float</em><em>, </em><em>optional</em>) -- The proportion of idling at port time that can be attributed to having the
+engine on and producing emissions, by default 0.25.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- DataFrame of &quot;duration&quot; (hours), &quot;distance_km&quot;, and &quot;emissions&quot; (tons) for
+each servicing equipment in the simulation for each emissions category.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>KeyError</strong> -- Raised if any of the servicing equipment are missing from the
+    <code class="docutils literal notranslate"><span class="pre">emissions_factors</span></code> dictionary.</p></li>
+<li><p><strong>KeyError</strong> -- Raised if any of the emissions categories are missing from each servcing
+    equipment definition in <code class="docutils literal notranslate"><span class="pre">emissions_factors</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.component_costs">
+<span class="sig-name descname"><span class="pre">component_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_category</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_action</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.component_costs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.component_costs" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the component costs for the simulation at a project, annual, or
+monthly level that can be broken out by cost categories. This will not sum to
+the total cost because it is does not include times where there is no work being
+done, but costs are being accrued.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It should be noted that the costs will include costs accrued from both
+weather delays and shift-to-shift delays. In the future these will be
+disentangled.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by_category</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to the various cost
+categories (True) or not (False), by default False.</p></li>
+<li><p><strong>by_action</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether component costs are going to be further broken out by the
+action being performed--repair, maintenance, and delay--(True) or not
+(False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>float | pd.DataFrame</em> -- Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>component</p></li>
+<li><p>action (if broken out)</p></li>
+<li><p>materials_cost (if broken out)</p></li>
+<li><p>total_labor_cost (if broken out)</p></li>
+<li><p>equipment_cost (if broken out)</p></li>
+<li><p>total_cost</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_category</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_action</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.port_fees">
+<span class="sig-name descname"><span class="pre">port_fees</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.port_fees"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.port_fees" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the port fees for the simulation at a project, annual, or monthly
+level. This excludes any equipment or labor costs, which are included in:
+<code class="docutils literal notranslate"><span class="pre">equipment_costs</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot; or &quot;annual&quot;, &quot;monthly&quot;, &quot;.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The broken out by time port fees with</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> not one of &quot;project&quot; or &quot;annual&quot;.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.project_fixed_costs">
+<span class="sig-name descname"><span class="pre">project_fixed_costs</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">resolution</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.project_fixed_costs"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.project_fixed_costs" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the fixed costs of a project at the project and annual frequencies
+at a given cost breakdown resolution.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot; or &quot;annual&quot;, &quot;monthly&quot;, &quot;.</p></li>
+<li><p><strong>resolution</strong> (<em>st</em>) -- <p>One of &quot;low&quot;, &quot;medium&quot;, or &quot;high&quot;, where the values correspond to:</p>
+<ul>
+<li><p>low: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;low&quot;]</span></code>, corresponding to itemized costs.</p></li>
+<li><p>medium: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;medium&quot;]</span></code>, corresponding to the
+overarching cost categories.</p></li>
+<li><p>high: <code class="docutils literal notranslate"><span class="pre">FixedCosts.resolution[&quot;high&quot;]</span></code>, corresponding to a lump sum.</p></li>
+</ul>
+<p>These values can also be seen through the <code class="docutils literal notranslate"><span class="pre">FixedCosts.hierarchy</span></code></p>
+</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The project's fixed costs as a sum or annualized with high, medium, and low
+resolution as desired.</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> not one of &quot;project&quot; or &quot;annual&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">resolution</span></code> must be one of &quot;low&quot;, &quot;medium&quot;, or &quot;high&quot;.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.opex">
+<span class="sig-name descname"><span class="pre">opex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_category</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.opex"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.opex" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the project's OpEx for the simulation at a project, annual, or
+monthly level.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of project, annual, monthly, or month-year.</p></li>
+<li><p><strong>by_category</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates whether the values are with resepect to the various cost
+categories (True) or not (False), by default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The project's OpEx broken out at the desired time and category resolution.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.process_times">
+<span class="sig-name descname"><span class="pre">process_times</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.process_times"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.process_times" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the time, in hours, to complete a repair/maintenance request, on
+both a request to completion basis, and the actual time to complete the repair.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><p><em>pd.DataFrame</em> --</p>
+<ul class="simple">
+<li><p>category (index): repair/maintenance category</p></li>
+<li><p>time_to_completion: total number of hours from the time of request to the
+time of completion</p></li>
+<li><p>process_time: total number of hours it took for the equipment to complete</p></li>
+<li><p>the request.</p></li>
+<li><p>downtime: total number of hours where the operations were below 100%.</p></li>
+<li><p>N: total number of processes in the category.</p></li>
+</ul>
+</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.power_production">
+<span class="sig-name descname"><span class="pre">power_production</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'windfarm'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">units</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'gwh'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.power_production"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.power_production" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the power production for the simulation at a project, annual, or
+monthly level that can be broken out by turbine.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>by</strong> (<em>str</em>) -- One of &quot;windfarm&quot; or &quot;turbine&quot;.</p></li>
+<li><p><strong>units</strong> (<em>str</em>) -- One of &quot;gwh&quot;, &quot;mwh&quot;, or &quot;kwh&quot;.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><p><em>float | pd.DataFrame</em> -- Returns either a float for whole project-level costs or a pandas
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> with columns:</p>
+<ul class="simple">
+<li><p>year (if appropriate for frequency)</p></li>
+<li><p>month (if appropriate for frequency)</p></li>
+<li><p>total_power_production</p></li>
+<li><p>&lt;turbine_id&gt;_power_production (if broken out)</p></li>
+</ul>
+</p>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">frequency</span></code> is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or
+    &quot;month-year&quot;.</p></li>
+<li><p><strong>ValueError</strong> -- If <code class="docutils literal notranslate"><span class="pre">by_turbine</span></code> is not one of <code class="docutils literal notranslate"><span class="pre">True</span></code> or <code class="docutils literal notranslate"><span class="pre">False</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.post_processor.Metrics.npv">
+<span class="sig-name descname"><span class="pre">npv</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">discount_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.025</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">offtake_price</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">80</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/post_processor.html#Metrics.npv"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.post_processor.Metrics.npv" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the net present value of the windfarm at a project, annual, or
+monthly resolution given a base discount rate and offtake price.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This function will be improved over time to incorporate more of the
+financial parameter at play, such as PPAs.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>frequency</strong> (<em>str</em>) -- One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</p></li>
+<li><p><strong>discount_rate</strong> (<em>float</em><em>, </em><em>optional</em>) -- The rate of return that could be earned on alternative investments, by
+default 0.025.</p></li>
+<li><p><strong>offtake_price</strong> (<em>float</em><em>, </em><em>optional</em>) -- Price of energy, per MWh, by default 80.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">DataFrame</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>pd.DataFrame</em> -- The project net prsent value at the desired time resolution.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
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+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#configuration">Configuration</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Configuration"><code class="docutils literal notranslate"><span class="pre">Configuration</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#simulation-interface">Simulation Interface</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation"><code class="docutils literal notranslate"><span class="pre">Simulation</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation._create_configuration"><code class="docutils literal notranslate"><span class="pre">Simulation._create_configuration()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.from_config"><code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation._setup_simulation"><code class="docutils literal notranslate"><span class="pre">Simulation._setup_simulation()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.run"><code class="docutils literal notranslate"><span class="pre">Simulation.run()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.simulation_api.Simulation.save_metrics_inputs"><code class="docutils literal notranslate"><span class="pre">Simulation.save_metrics_inputs()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#metrics-computation">Metrics Computation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics"><code class="docutils literal notranslate"><span class="pre">Metrics</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._hourly_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._hourly_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._salary_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._salary_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._labor_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._labor_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._equipment_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._equipment_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._materials_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._materials_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._total_cost"><code class="docutils literal notranslate"><span class="pre">Metrics._total_cost</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._cost_columns"><code class="docutils literal notranslate"><span class="pre">Metrics._cost_columns</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.from_simulation_outputs"><code class="docutils literal notranslate"><span class="pre">Metrics.from_simulation_outputs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._tidy_data"><code class="docutils literal notranslate"><span class="pre">Metrics._tidy_data()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._read_data"><code class="docutils literal notranslate"><span class="pre">Metrics._read_data()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics._apply_inflation_rate"><code class="docutils literal notranslate"><span class="pre">Metrics._apply_inflation_rate()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.time_based_availability"><code class="docutils literal notranslate"><span class="pre">Metrics.time_based_availability()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.production_based_availability"><code class="docutils literal notranslate"><span class="pre">Metrics.production_based_availability()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.capacity_factor"><code class="docutils literal notranslate"><span class="pre">Metrics.capacity_factor()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.task_completion_rate"><code class="docutils literal notranslate"><span class="pre">Metrics.task_completion_rate()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.equipment_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.equipment_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.service_equipment_utilization"><code class="docutils literal notranslate"><span class="pre">Metrics.service_equipment_utilization()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea"><code class="docutils literal notranslate"><span class="pre">Metrics.vessel_crew_hours_at_sea()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.number_of_tows"><code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.labor_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.labor_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns"><code class="docutils literal notranslate"><span class="pre">Metrics.equipment_labor_cost_breakdowns()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.emissions"><code class="docutils literal notranslate"><span class="pre">Metrics.emissions()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.component_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.component_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.port_fees"><code class="docutils literal notranslate"><span class="pre">Metrics.port_fees()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.project_fixed_costs"><code class="docutils literal notranslate"><span class="pre">Metrics.project_fixed_costs()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.opex"><code class="docutils literal notranslate"><span class="pre">Metrics.opex()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.process_times"><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.power_production"><code class="docutils literal notranslate"><span class="pre">Metrics.power_production()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.post_processor.Metrics.npv"><code class="docutils literal notranslate"><span class="pre">Metrics.npv()</span></code></a></li>
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diff --git a/API/types.html b/API/types.html
new file mode 100644
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@@ -0,0 +1,1676 @@
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+  title="Fullscreen mode"
+  data-bs-placement="bottom" data-bs-toggle="tooltip"
+>
+  
+
+<span class="btn__icon-container">
+  <i class="fas fa-expand"></i>
+  </span>
+
+</button>
+
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <span class="theme-switch nav-link" data-mode="light"><i class="fa-solid fa-sun fa-lg"></i></span>
+    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
+    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  </button>
+`);
+</script>
+
+
+<script>
+document.write(`
+  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+<label class="sidebar-toggle secondary-toggle btn btn-sm" for="__secondary"title="Toggle secondary sidebar" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <span class="fa-solid fa-list"></span>
+</label>
+</div></div>
+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Data Classes</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">What is this <code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code> I keep seeing in the code diagrams?</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FromDictMixin"><code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FromDictMixin.from_dict"><code class="docutils literal notranslate"><span class="pre">FromDictMixin.from_dict()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#scheduled-and-unscheduled-maintenance">Scheduled and Unscheduled Maintenance</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#maintenance-tasks">Maintenance Tasks</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance"><code class="docutils literal notranslate"><span class="pre">Maintenance</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance.request_id"><code class="docutils literal notranslate"><span class="pre">Maintenance.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance.assign_id"><code class="docutils literal notranslate"><span class="pre">Maintenance.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#failures">Failures</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure"><code class="docutils literal notranslate"><span class="pre">Failure</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.request_id"><code class="docutils literal notranslate"><span class="pre">Failure.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.hours_to_next_failure"><code class="docutils literal notranslate"><span class="pre">Failure.hours_to_next_failure()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.assign_id"><code class="docutils literal notranslate"><span class="pre">Failure.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#repair-requests">Repair Requests</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest"><code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest.request_id"><code class="docutils literal notranslate"><span class="pre">RepairRequest.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest.assign_id"><code class="docutils literal notranslate"><span class="pre">RepairRequest.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#servicing-equipment-and-crews">Servicing Equipment and Crews</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#service-equipment">Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceEquipmentData.determine_type"><code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData.determine_type()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#servicecrew">ServiceCrew</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceCrew"><code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#scheduled-service-equipment">Scheduled Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.operating_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_operational_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.reduced_speed_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_stop_shift</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#unscheduled-service-equipment">Unscheduled Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_operational_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.reduced_speed_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_stop_shift</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData._validate_threshold()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#port-configuration">Port Configuration</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig"><code class="docutils literal notranslate"><span class="pre">PortConfig</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">PortConfig.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">PortConfig.reduced_speed_dates</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-support">Wind Farm Support</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#subassembly-model">Subassembly Model</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubassemblyData"><code class="docutils literal notranslate"><span class="pre">SubassemblyData</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-map">Wind Farm Map</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap"><code class="docutils literal notranslate"><span class="pre">WindFarmMap</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections"><code class="docutils literal notranslate"><span class="pre">WindFarmMap.get_upstream_connections()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation"><code class="docutils literal notranslate"><span class="pre">WindFarmMap.get_upstream_connections_from_substation()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#substation-map">Substation Map</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubstationMap"><code class="docutils literal notranslate"><span class="pre">SubstationMap</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#string">String</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.String"><code class="docutils literal notranslate"><span class="pre">String</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sub-string">Sub String</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubString"><code class="docutils literal notranslate"><span class="pre">SubString</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#miscellaneous">Miscellaneous</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-cost-model">Fixed Cost Model</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FixedCosts"><code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="data-classes">
+<span id="types"></span><h1>Data Classes<a class="headerlink" href="#data-classes" title="Link to this heading">#</a></h1>
+<p>The WOMBAT architecture relies heavily on a base set of data classes to process most of
+the model's inputs. This enables a rigid, yet robust data model to properly define a
+simulation.</p>
+<a class="reference internal image-reference" href="../_images/data_classes.svg"><img alt="" class="align-center" src="../_images/data_classes.svg" width="2400px" /></a>
+<section id="what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">
+<h2>What is this <code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code> I keep seeing in the code diagrams?<a class="headerlink" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams" title="Link to this heading">#</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code> class provides a standard method for providing dictionary definitions
+to <code class="docutils literal notranslate"><span class="pre">attrs</span></code> dataclasses without worrying about overloading the definition. Plus, you get
+the convenience of writing <code class="docutils literal notranslate"><span class="pre">cls.from_dict(data_dict)</span></code> instead of cls(**data_dict), and
+hoping for the best.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FromDictMixin">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">FromDictMixin</span></span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#FromDictMixin"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.FromDictMixin" title="Link to this definition">#</a></dt>
+<dd><p>A Mixin class to allow for kwargs overloading when a data class doesn't
+have a specific parameter definied. This allows passing of larger dictionaries
+to a data class without throwing an error.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>AttributeError</strong> -- Raised if the required class inputs are not provided.</p>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FromDictMixin.from_dict">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_dict</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#FromDictMixin.from_dict"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.FromDictMixin.from_dict" title="Link to this definition">#</a></dt>
+<dd><p>Map a data dictionary to an <cite>attrs</cite>-defined class.</p>
+<p>TODO: Add an error to ensure that either none or all the parameters are passed</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>data</strong> (<em>dict</em>) -- The data dictionary to be mapped.</p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><dl class="simple">
+<dt>cls<span class="classifier">Any</span></dt><dd><p>The <cite>attrs</cite>-defined class.</p>
+</dd>
+</dl>
+</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="scheduled-and-unscheduled-maintenance">
+<span id="types-maintenance"></span><h2>Scheduled and Unscheduled Maintenance<a class="headerlink" href="#scheduled-and-unscheduled-maintenance" title="Link to this heading">#</a></h2>
+<section id="maintenance-tasks">
+<span id="types-maintenance-scheduled"></span><h3>Maintenance Tasks<a class="headerlink" href="#maintenance-tasks" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">Maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">frequency</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'routine</span> <span class="pre">maintenance'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation_reduction</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#Maintenance"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.Maintenance" title="Link to this definition">#</a></dt>
+<dd><p>Data class to store maintenance data used in subassembly and cable modeling.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>time</strong> (<em>float</em>) -- Amount of time required to perform maintenance, in hours.</p></li>
+<li><p><strong>materials</strong> (<em>float</em>) -- Cost of materials required to perform maintenance, in USD.</p></li>
+<li><p><strong>frequency</strong> (<em>float</em>) -- Optimal number of days between performing maintenance, in days.</p></li>
+<li><p><strong>service_equipment</strong> (<em>list</em><em>[</em><em>str</em><em>] </em><em>| </em><em>str</em>) -- <p>Any combination of th following <code class="docutils literal notranslate"><span class="pre">Equipment.capability</span></code> options.</p>
+<ul>
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)</p></li>
+</ul>
+</p></li>
+<li><p><strong>system_value</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em>) -- Turbine replacement value. Used if the materials cost is a proportional cost.</p></li>
+<li><p><strong>description</strong> (<em>str</em>) -- A short text description to be used for logging.</p></li>
+<li><p><strong>operation_reduction</strong> (<em>float</em>) -- <p>Performance reduction caused by the failure, between (0, 1]. Defaults to 0.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.7, availability is very sensitive to the usage of this
+parameter, and so it should be used carefully.</p>
+</div>
+</p></li>
+<li><p><strong>level</strong> (<em>int</em><em>, </em><em>optional</em>) -- Severity level of the maintenance. Defaults to 0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><a class="headerlink" href="#wombat.core.data_classes.Maintenance.request_id" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Maintenance.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#Maintenance.assign_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.Maintenance.assign_id" title="Link to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="failures">
+<span id="types-maintenance-unscheduled"></span><h3>Failures<a class="headerlink" href="#failures" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">Failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">scale</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">shape</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operation_reduction</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">service_equipment</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rng</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">replacement</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">description</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'failure'</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#Failure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.Failure" title="Link to this definition">#</a></dt>
+<dd><p>Data class to store failure data used in subassembly and cable modeling.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>scale</strong> (<em>float</em>) -- Weibull scale parameter for a failure classification.</p></li>
+<li><p><strong>shape</strong> (<em>float</em>) -- Weibull shape parameter for a failure classification.</p></li>
+<li><p><strong>time</strong> (<em>float</em>) -- Amount of time required to complete the repair, in hours.</p></li>
+<li><p><strong>materials</strong> (<em>float</em>) -- Cost of the materials required to complete the repair, in $USD.</p></li>
+<li><p><strong>operation_reduction</strong> (<em>float</em>) -- <p>Performance reduction caused by the failure, between (0, 1].</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.7, availability is very sensitive to the usage of this
+parameter, and so it should be used carefully.</p>
+</div>
+</p></li>
+<li><p><strong>level</strong> (<em>int</em><em>, </em><em>optional</em>) -- Level of severity, will be generated in the <code class="docutils literal notranslate"><span class="pre">ComponentData.create_severities</span></code>
+method.</p></li>
+<li><p><strong>service_equipment</strong> (<em>list</em><em>[</em><em>str</em><em>] </em><em>| </em><em>str</em>) -- <p>Any combination of the following <code class="docutils literal notranslate"><span class="pre">Equipment.capability</span></code> options:</p>
+<ul>
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)</p></li>
+</ul>
+</p></li>
+<li><p><strong>system_value</strong> (<em>Union</em><em>[</em><em>int</em><em>, </em><em>float</em><em>]</em>) -- Turbine replacement value. Used if the materials cost is a proportional cost.</p></li>
+<li><p><strong>replacement</strong> (<em>bool</em>) -- True if triggering the failure requires a subassembly replacement, False, if
+only a repair is necessary. Defaults to False</p></li>
+<li><p><strong>description</strong> (<em>str</em>) -- A short text description to be used for logging.</p></li>
+<li><p><strong>rng</strong> (<em>np.random._generator.Generator</em>) -- <div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Do not provide this, it comes from
+<a class="reference internal" href="core.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment</span></code></a></p>
+</div>
+<p>The shared random generator used for the Weibull sampling. This is fed through
+the simulation environment to ensure consistent seeding between simulations.</p>
+</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><a class="headerlink" href="#wombat.core.data_classes.Failure.request_id" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.hours_to_next_failure">
+<span class="sig-name descname"><span class="pre">hours_to_next_failure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#Failure.hours_to_next_failure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.Failure.hours_to_next_failure" title="Link to this definition">#</a></dt>
+<dd><p>Sample the next time to failure in a Weibull distribution. If the <code class="docutils literal notranslate"><span class="pre">scale</span></code>
+and <code class="docutils literal notranslate"><span class="pre">shape</span></code> parameters are set to 0, then the model will return <code class="docutils literal notranslate"><span class="pre">None</span></code> to
+cause the subassembly to timeout to the end of the simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>float | None</em> -- Returns <code class="docutils literal notranslate"><span class="pre">None</span></code> for a non-modelled failure, or the time until the next
+simulated failure.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.Failure.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#Failure.assign_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.Failure.assign_id" title="Link to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="repair-requests">
+<span id="types-maintenance-requests"></span><h3>Repair Requests<a class="headerlink" href="#repair-requests" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">RepairRequest</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">severity_level</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">details</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cable</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream_turbines</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">_Nothing.NOTHING</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream_cables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">_Nothing.NOTHING</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#RepairRequest"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.RepairRequest" title="Link to this definition">#</a></dt>
+<dd><p>Repair/Maintenance request data class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system_id</strong> (<em>str</em>) -- <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.</p></li>
+<li><p><strong>system_name</strong> (<em>str</em>) -- <code class="docutils literal notranslate"><span class="pre">System.name</span></code>.</p></li>
+<li><p><strong>subassembly_id</strong> (<em>str</em>) -- <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code>.</p></li>
+<li><p><strong>subassembly_name</strong> (<em>str</em>) -- <code class="docutils literal notranslate"><span class="pre">Subassembly.name</span></code>.</p></li>
+<li><p><strong>severity_level</strong> (<em>int</em>) -- <code class="docutils literal notranslate"><span class="pre">Maintenance.level</span></code> or <code class="docutils literal notranslate"><span class="pre">Failure.level</span></code>.</p></li>
+<li><p><strong>details</strong> (<a class="reference internal" href="#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a><em> | </em><a class="reference internal" href="#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a>) -- The actual data class.</p></li>
+<li><p><strong>cable</strong> (<em>bool</em>) -- Indicator that the request is for a cable, by default False.</p></li>
+<li><p><strong>upstream_turbines</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The cable's upstream turbines, by default []. No need to use this if
+<code class="docutils literal notranslate"><span class="pre">cable</span></code> == False.</p></li>
+<li><p><strong>upstream_cables</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- The cable's upstream cables, by default []. No need to use this if
+<code class="docutils literal notranslate"><span class="pre">cable</span></code> == False.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest.request_id">
+<span class="sig-name descname"><span class="pre">request_id</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></em><a class="headerlink" href="#wombat.core.data_classes.RepairRequest.request_id" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.RepairRequest.assign_id">
+<span class="sig-name descname"><span class="pre">assign_id</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">request_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#RepairRequest.assign_id"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.RepairRequest.assign_id" title="Link to this definition">#</a></dt>
+<dd><p>Assign a unique identifier to the request.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>request_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">wombat.core.RepairManager</span></code> generated identifier.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+<section id="servicing-equipment-and-crews">
+<span id="types-service-equipment"></span><h2>Servicing Equipment and Crews<a class="headerlink" href="#servicing-equipment-and-crews" title="Link to this heading">#</a></h2>
+<section id="service-equipment">
+<h3>Service Equipment<a class="headerlink" href="#service-equipment" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">data_dict</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#ServiceEquipmentData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.ServiceEquipmentData" title="Link to this definition">#</a></dt>
+<dd><p>Helps to determine the type ServiceEquipment that should be used, based on the
+repair strategy for its operation. See
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code> or
+<code class="xref py py-class docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code> for more details on each
+classifcation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>data_dict</strong> (<em>dict</em>) -- The dictionary that will be used to create the appropriate ServiceEquipmentData.
+This should contain a field called 'strategy' with either &quot;scheduled&quot; or
+&quot;unscheduled&quot; as a value if strategy is not provided as a keyword argument.</p></li>
+<li><p><strong>strategy</strong> (<em>str</em><em>, </em><em>optional</em>) -- Should be one of &quot;scheduled&quot;, &quot;requests&quot;, &quot;downtime&quot;. If nothing is provided,
+the equipment configuration will be checked.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Raises<span class="colon">:</span></dt>
+<dd class="field-even"><p><strong>ValueError</strong> -- Raised if <code class="docutils literal notranslate"><span class="pre">strategy</span></code> is not one of &quot;scheduled&quot; or &quot;unscheduled&quot;.</p>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<p>The below workflow is how a new data
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code> object could be created via
+a generic/routinized creation method, and is how the
+<code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceEquipment</span></code>'s <code class="docutils literal notranslate"><span class="pre">__init__</span></code> method creates the
+settings data.</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span>  <span class="n">ServiceEquipmentData</span>
+<span class="gp">&gt;&gt;&gt;</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">data_dict</span> <span class="o">=</span> <span class="p">{</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;name&quot;</span><span class="p">:</span> <span class="s2">&quot;Crew Transfer Vessel 1&quot;</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;equipment_rate&quot;</span><span class="p">:</span> <span class="mi">1750</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_month&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_day&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_month&quot;</span><span class="p">:</span> <span class="mi">12</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_day&quot;</span><span class="p">:</span> <span class="mi">31</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;start_year&quot;</span><span class="p">:</span> <span class="mi">2002</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;end_year&quot;</span><span class="p">:</span> <span class="mi">2014</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;onsite&quot;</span><span class="p">:</span> <span class="kc">True</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;capability&quot;</span><span class="p">:</span> <span class="s2">&quot;CTV&quot;</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_severity&quot;</span><span class="p">:</span> <span class="mi">10</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;mobilization_cost&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;mobilization_days&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;speed&quot;</span><span class="p">:</span> <span class="mf">37.04</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_windspeed_transport&quot;</span><span class="p">:</span> <span class="mi">99</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_windspeed_repair&quot;</span><span class="p">:</span> <span class="mi">99</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_waveheight_transport&quot;</span><span class="p">:</span> <span class="mf">1.5</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;max_waveheight_repair&quot;</span><span class="p">:</span> <span class="mf">1.5</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;strategy&quot;</span><span class="p">:</span> <span class="n">scheduled</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;crew_transfer_time&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;n_crews&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="s2">&quot;crew&quot;</span><span class="p">:</span> <span class="p">{</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;day_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;n_day_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;hourly_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>        <span class="s2">&quot;n_hourly_rate&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">,</span>
+<span class="gp">&gt;&gt;&gt; </span>    <span class="p">},</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="p">}</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="n">equipment</span> <span class="o">=</span> <span class="n">ServiceEquipmentData</span><span class="p">(</span><span class="n">data_dict</span><span class="p">)</span><span class="o">.</span><span class="n">determine_type</span><span class="p">()</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">type</span><span class="p">(</span><span class="n">equipment</span><span class="p">)</span>
+</pre></div>
+</div>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceEquipmentData.determine_type">
+<span class="sig-name descname"><span class="pre">determine_type</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#ServiceEquipmentData.determine_type"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.ServiceEquipmentData.determine_type" title="Link to this definition">#</a></dt>
+<dd><p>Generate the appropriate ServiceEquipmentData variation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#wombat.core.data_classes.ScheduledServiceEquipmentData" title="wombat.core.data_classes.ScheduledServiceEquipmentData"><code class="xref py py-class docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code></a> | <a class="reference internal" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="wombat.core.data_classes.UnscheduledServiceEquipmentData"><code class="xref py py-class docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code></a></span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>Union[ScheduledServiceEquipmentData, UnscheduledServiceEquipmentData]</em> -- The appropriate <code class="docutils literal notranslate"><span class="pre">xxServiceEquipmentData</span></code> schema depending on the strategy
+the <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code> will use.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="servicecrew">
+<h3>ServiceCrew<a class="headerlink" href="#servicecrew" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ServiceCrew">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ServiceCrew</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">n_day_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">day_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_hourly_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hourly_rate</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#ServiceCrew"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.ServiceCrew" title="Link to this definition">#</a></dt>
+<dd><p>An internal data class for the indivdual crew units that are on the servicing
+equipment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>n_day_rate</strong> (<em>int</em>) -- Number of salaried workers.</p></li>
+<li><p><strong>day_rate</strong> (<em>float</em>) -- Day rate for salaried workers, in USD.</p></li>
+<li><p><strong>n_hourly_rate</strong> (<em>int</em>) -- Number of hourly/subcontractor workers.</p></li>
+<li><p><strong>hourly_rate</strong> (<em>float</em>) -- Hourly labor rate for subcontractors, in USD.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="scheduled-service-equipment">
+<span id="types-service-equipment-scheduled"></span><h3>Scheduled Service Equipment<a class="headerlink" href="#scheduled-service-equipment" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">ScheduledServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_crews</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capability</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_transport</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_repair</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_transport</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_repair</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew_transfer_time</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed_reduction_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onsite</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'severity'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_month</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_day</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_month</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_day</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_year</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'scheduled'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#ScheduledServiceEquipmentData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData" title="Link to this definition">#</a></dt>
+<dd><p>The data class specification for servicing equipment that will use a
+pre-scheduled basis for returning to site.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) -- Name of the piece of servicing equipment.</p></li>
+<li><p><strong>equipment_rate</strong> (<em>float</em>) -- Day rate for the equipment/vessel, in USD.</p></li>
+<li><p><strong>n_crews</strong> (<em>int</em>) -- <p>Number of crew units for the equipment.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The input to this does not matter yet, as multi-crew functionality
+is not yet implemented.</p>
+</div>
+</p></li>
+<li><p><strong>crew</strong> (<a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><em>ServiceCrew</em></a>) -- The crew details, see <a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceCrew</span></code></a> for more information. Dictionary
+of labor costs with the following: <code class="docutils literal notranslate"><span class="pre">n_day_rate</span></code>, <code class="docutils literal notranslate"><span class="pre">day_rate</span></code>,
+<code class="docutils literal notranslate"><span class="pre">n_hourly_rate</span></code>, and <code class="docutils literal notranslate"><span class="pre">hourly_rate</span></code>.</p></li>
+<li><p><strong>start_month</strong> (<em>int</em>) -- The day to start operations for the rig and crew.</p></li>
+<li><p><strong>start_day</strong> (<em>int</em>) -- The month to start operations for the rig and crew.</p></li>
+<li><p><strong>start_year</strong> (<em>int</em>) -- The year to start operations for the rig and crew.</p></li>
+<li><p><strong>end_month</strong> (<em>int</em>) -- The month to end operations for the rig and crew.</p></li>
+<li><p><strong>end_day</strong> (<em>int</em>) -- The day to end operations for the rig and crew.</p></li>
+<li><p><strong>end_year</strong> (<em>int</em>) -- <p>The year to end operations for the rig and crew.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>if the rig comes annually, then the enter the year for the last year
+that the rig and crew will be available.</p>
+</div>
+</p></li>
+<li><p><strong>capability</strong> (<em>str</em>) -- <p>The type of capabilities the equipment contains. Must be one of:</p>
+<ul>
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+</ul>
+<p>Please note that &quot;TOW&quot; is unavailable for scheduled servicing equipment</p>
+</p></li>
+<li><p><strong>mobilization_cost</strong> (<em>float</em>) -- Cost to mobilize the rig and crew.</p></li>
+<li><p><strong>mobilization_days</strong> (<em>int</em>) -- Number of days it takes to mobilize the equipment.</p></li>
+<li><p><strong>speed</strong> (<em>float</em>) -- Maximum transit speed, km/hr.</p></li>
+<li><p><strong>speed_reduction_factor</strong> (<em>flaot</em>) -- Reduction factor for traveling in inclement weather, default 0. When 0, travel
+is stopped when either <cite>max_windspeed_transport</cite> or <cite>max_waveheight_transport</cite>
+is reached, and when 1, <cite>speed</cite> is used.</p></li>
+<li><p><strong>max_windspeed_transport</strong> (<em>float</em>) -- Maximum windspeed for safe transport, m/s.</p></li>
+<li><p><strong>max_windspeed_repair</strong> (<em>float</em>) -- Maximum windspeed for safe operations, m/s.</p></li>
+<li><p><strong>max_waveheight_transport</strong> (<em>float</em>) -- Maximum waveheight for safe transport, m, default 1000 (land-based).</p></li>
+<li><p><strong>max_waveheight_repair</strong> (<em>float</em>) -- Maximum waveheight for safe operations, m, default 1000 (land-based).</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- The starting hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- The ending hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>crew_transfer_time</strong> (<em>float</em>) -- The number of hours it takes to transfer the crew from the equipment to the
+system, e.g. how long does it take to transfer the crew from the CTV to the
+turbine, default 0.</p></li>
+<li><p><strong>onsite</strong> (<em>bool</em>) -- <p>Indicator for if the servicing equipment and crew are based onsite.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If based onsite, be sure that the start and end dates represent the
+first and last day/month of the year, respectively, and the start and end
+years represent the fist and last year in the weather file.</p>
+</div>
+</p></li>
+<li><p><strong>method</strong> (<em>str</em>) -- Determines if the equipment will do all maximum severity repairs first or do all
+the repairs at one turbine before going to the next, by default severity. Must
+be one of &quot;severity&quot; or &quot;turbine&quot;.</p></li>
+<li><p><strong>port_distance</strong> (<em>int</em><em> | </em><em>float</em>) -- The distance, in km, the equipment must travel to go between port and site, by
+default 0.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or later starting date will be overridden, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or later starting date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level, an
+undefined or earlier ending date will be overridden, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) -- The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden, by default 0.0.</p></li>
+<li><p><strong>strategy</strong> (<em>str</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set">
+<span class="sig-name descname"><span class="pre">operating_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">set</span></code></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates">
+<span class="sig-name descname"><span class="pre">non_operational_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set">
+<span class="sig-name descname"><span class="pre">non_operational_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates">
+<span class="sig-name descname"><span class="pre">reduced_speed_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift">
+<span class="sig-name descname"><span class="pre">non_stop_shift</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></em><a class="headerlink" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="unscheduled-service-equipment">
+<span id="types-service-equipment-unscheduled"></span><h3>Unscheduled Service Equipment<a class="headerlink" href="#unscheduled-service-equipment" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">UnscheduledServiceEquipmentData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_crews</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capability</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_transport</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_windspeed_repair</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">mobilization_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_transport</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_waveheight_repair</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1000.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew_transfer_time</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">speed_reduction_factor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">port_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onsite</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">method</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'severity'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'unscheduled'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">strategy_threshold</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">charter_days</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tow_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">unmoor_hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reconnection_hours</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#UnscheduledServiceEquipmentData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData" title="Link to this definition">#</a></dt>
+<dd><p>The data class specification for servicing equipment that will use either a
+basis of windfarm downtime or total number of requests serviceable by the equipment.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) -- Name of the piece of servicing equipment.</p></li>
+<li><p><strong>equipment_rate</strong> (<em>float</em>) -- Day rate for the equipment/vessel, in USD.</p></li>
+<li><p><strong>n_crews</strong> (<em>int</em>) -- <p>Number of crew units for the equipment.</p>
+</p></li>
+<li><p><strong>crew</strong> (<a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><em>ServiceCrew</em></a>) -- The crew details, see <a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceCrew</span></code></a> for more information. Dictionary
+of labor costs with the following: <code class="docutils literal notranslate"><span class="pre">n_day_rate</span></code>, <code class="docutils literal notranslate"><span class="pre">day_rate</span></code>,
+<code class="docutils literal notranslate"><span class="pre">n_hourly_rate</span></code>, and <code class="docutils literal notranslate"><span class="pre">hourly_rate</span></code>.</p></li>
+<li><p><strong>charter_days</strong> (<em>int</em>) -- The number of days the servicing equipment can be chartered for.</p></li>
+<li><p><strong>capability</strong> (<em>str</em>) -- The type of capabilities the equipment contains. Must be one of:
+- RMT: remote (no actual equipment BUT no special implementation)
+- DRN: drone
+- CTV: crew transfer vessel/vehicle
+- SCN: small crane (i.e., field support vessel)
+- LCN: large crane (i.e., heavy lift vessel)
+- CAB: cabling vessel/vehicle
+- DSV: diving support vessel
+- TOW: tugboat or towing equipment
+- AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)</p></li>
+<li><p><strong>speed</strong> (<em>float</em>) -- Maximum transit speed, km/hr.</p></li>
+<li><p><strong>tow_speed</strong> (<em>float</em>) -- <p>The maximum transit speed when towing, km/hr.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is only required for when the servicing equipment is tugboat
+enabled for a tow-to-port scenario (capability = &quot;TOW&quot;)</p>
+</div>
+</p></li>
+<li><p><strong>speed_reduction_factor</strong> (<em>flaot</em>) -- Reduction factor for traveling in inclement weather, default 0. When 0, travel
+is stopped when either <cite>max_windspeed_transport</cite> or <cite>max_waveheight_transport</cite>
+is reached, and when 1, <cite>speed</cite> is used.</p></li>
+<li><p><strong>max_windspeed_transport</strong> (<em>float</em>) -- Maximum windspeed for safe transport, m/s.</p></li>
+<li><p><strong>max_windspeed_repair</strong> (<em>float</em>) -- Maximum windspeed for safe operations, m/s.</p></li>
+<li><p><strong>max_waveheight_transport</strong> (<em>float</em>) -- Maximum waveheight for safe transport, m, default 1000 (land-based).</p></li>
+<li><p><strong>max_waveheight_repair</strong> (<em>float</em>) -- Maximum waveheight for safe operations, m, default 1000 (land-based).</p></li>
+<li><p><strong>mobilization_cost</strong> (<em>float</em>) -- Cost to mobilize the rig and crew, default 0.</p></li>
+<li><p><strong>mobilization_days</strong> (<em>int</em>) -- Number of days it takes to mobilize the equipment, default 0.</p></li>
+<li><p><strong>strategy</strong> (<em>str</em>) -- For any unscheduled maintenance servicing equipment, this determines the
+strategy for dispatching. Should be on of &quot;downtime&quot; or &quot;requests&quot;.</p></li>
+<li><p><strong>strategy_threshold</strong> (<em>str</em>) -- For downtime-based scenarios, this is based on the operating level, and should
+be in the range (0, 1). For reqest-based scenarios, this is the maximum number
+of requests that are allowed to build up for any given type of unscheduled
+servicing equipment, should be an integer &gt;= 1.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- The starting hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- The ending hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>crew_transfer_time</strong> (<em>float</em>) -- The number of hours it takes to transfer the crew from the equipment to the
+system, e.g. how long does it take to transfer the crew from the CTV to the
+turbine, default 0.</p></li>
+<li><p><strong>onsite</strong> (<em>bool</em>) -- <p>Indicator for if the rig and crew are based onsite.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>if the rig and crew are onsite be sure that the start and end dates
+represent the first and last day/month of the year, respectively, and the
+start and end years represent the fist and last year in the weather file.</p>
+</div>
+</p></li>
+<li><p><strong>method</strong> (<em>str</em>) -- Determines if the ship will do all maximum severity repairs first or do all
+the repairs at one turbine before going to the next, by default severity.
+Should by one of &quot;severity&quot; or &quot;turbine&quot;.</p></li>
+<li><p><strong>unmoor_hours</strong> (<em>int</em><em> | </em><em>float</em>) -- <p>The number of hours required to unmoor a floating offshore wind turbine in order
+to tow it to port, by default 0.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Required for the tugboat/towing capability, otherwise unused.</p>
+</div>
+</p></li>
+<li><p><strong>reconnection_hours</strong> (<em>int</em><em> | </em><em>float</em>) -- <p>The number of hours required to reconnect a floating offshore wind turbine after
+being towed back to site, by default 0.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Required for the tugboat/towing capability, otherwise unused.</p>
+</div>
+</p></li>
+<li><p><strong>port_distance</strong> (<em>int</em><em> | </em><em>float</em>) -- The distance, in km, the equipment must travel to go between port and site, by
+default 0.</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or later starting date will be
+overridden, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or earlier ending date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or later starting date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the environment level or the
+port level, if a tugboat, an undefined or earlier ending date will be
+overridden, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) -- The maximum operating speed during the annualized reduced speed operations.
+When defined at the environment level, an undefined or faster value will be
+overridden, by default 0.0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates">
+<span class="sig-name descname"><span class="pre">non_operational_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set">
+<span class="sig-name descname"><span class="pre">non_operational_dates_set</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates">
+<span class="sig-name descname"><span class="pre">reduced_speed_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift">
+<span class="sig-name descname"><span class="pre">non_stop_shift</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">bool</span></code></em><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold">
+<span class="sig-name descname"><span class="pre">_validate_threshold</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">attribute</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#UnscheduledServiceEquipmentData._validate_threshold"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold" title="Link to this definition">#</a></dt>
+<dd><p>Ensure a valid threshold is provided for a given <code class="docutils literal notranslate"><span class="pre">strategy</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-even">Parameters<span class="colon">:</span></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>attribute</strong> (<em>Attribute</em>) -- </p></li>
+<li><p><strong>value</strong> (<em>int</em><em> | </em><em>float</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="port-configuration">
+<span id="types-service-equipment-ports"></span><h3>Port Configuration<a class="headerlink" href="#port-configuration" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.PortConfig">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">PortConfig</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tugboats</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">crew</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_crews</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">max_operations</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">-1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">site_distance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">annual_fee</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">non_operational_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reduced_speed</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#PortConfig"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.PortConfig" title="Link to this definition">#</a></dt>
+<dd><p>Port configurations for offshore wind power plant scenarios.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) -- The name of the port, if multiple are used, then be sure this is unique.</p></li>
+<li><p><strong>tugboats</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- <p>file, or list of files to create the port's tugboats.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Each tugboat is considered to be a tugboat + supporting vessels as
+the primary purpose to tow turbines between a repair port and site.</p>
+</div>
+</p></li>
+<li><p><strong>n_crews</strong> (<em>int</em>) -- The number of service crews available to be working on repairs simultaneously;
+each crew is able to service exactly one repair.</p></li>
+<li><p><strong>crew</strong> (<a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><em>ServiceCrew</em></a>) -- The crew details, see <a class="reference internal" href="#wombat.core.data_classes.ServiceCrew" title="wombat.core.data_classes.ServiceCrew"><code class="xref py py-class docutils literal notranslate"><span class="pre">ServiceCrew</span></code></a> for more information. Dictionary
+of labor costs with the following: <code class="docutils literal notranslate"><span class="pre">n_day_rate</span></code>, <code class="docutils literal notranslate"><span class="pre">day_rate</span></code>,
+<code class="docutils literal notranslate"><span class="pre">n_hourly_rate</span></code>, and <code class="docutils literal notranslate"><span class="pre">hourly_rate</span></code>.</p></li>
+<li><p><strong>max_operations</strong> (<em>int</em>) -- Total number of turbines the port can handle simultaneously.</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- The starting hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- The ending hour of a workshift, in 24 hour time.</p></li>
+<li><p><strong>site_distance</strong> (<em>int</em><em> | </em><em>float</em>) -- Distance, in km, a tugboat has to travel to get between site and port.</p></li>
+<li><p><strong>annual_fee</strong> (<em>int</em><em> | </em><em>float</em>) -- <p>The annualized fee for access to the repair port that will be distributed
+monthly in the simulation and accounted for on the first of the month from the
+start of the simulation to the end of the simulation.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Don't include this cost in both this category and either the
+<code class="docutils literal notranslate"><span class="pre">FixedCosts.operations_management_administration</span></code> bucket or
+<code class="docutils literal notranslate"><span class="pre">FixedCosts.marine_management</span></code> category.</p>
+</div>
+</p></li>
+<li><p><strong>non_operational_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the port level, an undefined or
+later starting date will be overridden by the environment, and any associated
+tubboats will have this value overridden using the same logic, by default None.</p></li>
+<li><p><strong>non_operational_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of prohibited operations. When defined at the port level, an undefined
+or earlier ending date will be overridden by the environment, and any associated
+tubboats will have this value overridden using the same logic, by default None.</p></li>
+<li><p><strong>reduced_speed_start</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the port level, an undefined
+or later starting date will be overridden by the environment, and any associated
+tubboats will have this value overridden using the same logic, by default None.</p></li>
+<li><p><strong>reduced_speed_end</strong> (<em>str</em><em> | </em><em>datetime.datetime</em><em> | </em><em>None</em>) -- The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized
+period of reduced speed operations. When defined at the port level, an undefined
+or earlier ending date will be overridden by the environment, and any associated
+tubboats will have this value overridden using the same logic, by default None.</p></li>
+<li><p><strong>reduced_speed</strong> (<em>float</em>) -- The maximum operating speed during the annualized reduced speed operations.
+When defined at the port level, an undefined or faster value will be overridden
+by the environment, and any associated tubboats will have this value overridden
+using the same logic, by default 0.0.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.PortConfig.non_operational_dates">
+<span class="sig-name descname"><span class="pre">non_operational_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.PortConfig.non_operational_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+<dl class="py attribute">
+<dt class="sig sig-object py" id="wombat.core.data_classes.PortConfig.reduced_speed_dates">
+<span class="sig-name descname"><span class="pre">reduced_speed_dates</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><code class="xref py py-class docutils literal notranslate"><span class="pre">DatetimeIndex</span></code></em><a class="headerlink" href="#wombat.core.data_classes.PortConfig.reduced_speed_dates" title="Link to this definition">#</a></dt>
+<dd></dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+<section id="wind-farm-support">
+<h2>Wind Farm Support<a class="headerlink" href="#wind-farm-support" title="Link to this heading">#</a></h2>
+<section id="subassembly-model">
+<span id="types-windfarm-subassembly"></span><h3>Subassembly Model<a class="headerlink" href="#subassembly-model" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.SubassemblyData">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">SubassemblyData</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">maintenance</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">failures</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_value</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rng</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#SubassemblyData"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.SubassemblyData" title="Link to this definition">#</a></dt>
+<dd><p>Data storage and validation class for the subassemblies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>name</strong> (<em>str</em>) -- Name of the component/subassembly.</p></li>
+<li><p><strong>maintenance</strong> (<em>list</em><em>[</em><em>dict</em><em>[</em><em>str</em><em>, </em><em>float</em><em> | </em><em>str</em><em>]</em><em>]</em>) -- List of the maintenance classification dictionaries. This will be converted
+to a list of <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> objects in the post initialization hook.</p></li>
+<li><p><strong>failures</strong> (<em>dict</em><em>[</em><em>int</em><em>, </em><em>dict</em><em>[</em><em>str</em><em>, </em><em>float</em><em> | </em><em>str</em><em>]</em><em>]</em>) -- Dictionary of failure classifications in a numerical (ordinal) categorization
+order. This will be converted to a dictionary of <code class="docutils literal notranslate"><span class="pre">Failure</span></code> objects in the
+post initialization hook.</p></li>
+<li><p><strong>system_value</strong> (<em>int</em><em> | </em><em>float</em>) -- Turbine's cost of replacement. Used in case percentages of turbine cost are used
+in place of an absolute cost.</p></li>
+<li><p><strong>rng</strong> (<em>Generator</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="wind-farm-map">
+<h3>Wind Farm Map<a class="headerlink" href="#wind-farm-map" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.WindFarmMap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">WindFarmMap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">substation_map</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">export_cables</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#WindFarmMap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.WindFarmMap" title="Link to this definition">#</a></dt>
+<dd><p>A list of the upstream connections for a turbine and its downstream connector.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>substation_map</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- A dictionary mapping of each substation and its <code class="docutils literal notranslate"><span class="pre">SubstationMap</span></code>.</p></li>
+<li><p><strong>export_cables</strong> (<em>list</em><em>[</em><em>tuple</em><em>[</em><em>str</em><em>, </em><em>str</em><em>]</em><em>]</em>) -- A list of the export cable connections.</p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.WindFarmMap.get_upstream_connections">
+<span class="sig-name descname"><span class="pre">get_upstream_connections</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">substation</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">node</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_cables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#WindFarmMap.get_upstream_connections"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections" title="Link to this definition">#</a></dt>
+<dd><p>Retrieve the upstream turbines (and optionally cables) within the wind farm
+graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>substation</strong> (<em>str</em>) -- The substation's <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.</p></li>
+<li><p><strong>string_start</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> of the first turbine in the string.</p></li>
+<li><p><strong>node</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> of the ending node for a cable connection.</p></li>
+<li><p><strong>return_cables</strong> (<em>bool</em>) -- Indicates if the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code> should be generated for each of the turbines,
+by default True.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>] | <code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>], <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>list[str] | tuple[list[str], list[str]]</em> -- A list of <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for all of the upstream turbines of <code class="docutils literal notranslate"><span class="pre">node</span></code> if
+<code class="docutils literal notranslate"><span class="pre">cables=False</span></code>, otherwise the upstream turbine and the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code> lists
+are returned.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation">
+<span class="sig-name descname"><span class="pre">get_upstream_connections_from_substation</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">substation</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_cables</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">by_string</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#WindFarmMap.get_upstream_connections_from_substation"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation" title="Link to this definition">#</a></dt>
+<dd><p>Retrieve the upstream turbines (and optionally, cables) connected to a
+py:attr:<cite>substation</cite> in the wind farm graph.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>substation</strong> (<em>str</em>) -- The py:attr:<cite>System.id</cite> for the substation.</p></li>
+<li><p><strong>return_cables</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates if the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code> should be generated for each of the turbines,
+by default True</p></li>
+<li><p><strong>by_string</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates if the list of turbines (and cables) should be a nested list for
+each string (py:obj:<cite>True</cite>), or as 1-D list (py:obj:<cite>False</cite>), by default
+True.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>] | <code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>], <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]] | <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]] | <code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]], <code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">list</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code>]]]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>list[str] | tuple[list[str], list[str]]</em> -- A list of <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for all of the upstream turbines of <code class="docutils literal notranslate"><span class="pre">node</span></code> if
+<code class="docutils literal notranslate"><span class="pre">return_cables=False</span></code>, otherwise the upstream turbine and the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code>
+lists are returned. These are bifurcated in lists of lists for each string
+if <code class="docutils literal notranslate"><span class="pre">by_string=True</span></code></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="substation-map">
+<h3>Substation Map<a class="headerlink" href="#substation-map" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.SubstationMap">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">SubstationMap</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">string_starts</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">string_map</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">downstream</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#SubstationMap"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.SubstationMap" title="Link to this definition">#</a></dt>
+<dd><p>A mapping of every <code class="docutils literal notranslate"><span class="pre">String</span></code> connected to a substation, excluding export
+connections to other substations.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>string_starts</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- A list of every first turbine's <code class="docutils literal notranslate"><span class="pre">System.id</span></code> in a string connected to the
+substation.</p></li>
+<li><p><strong>string_map</strong> (<em>dict</em><em>[</em><em>str</em><em>, </em><a class="reference internal" href="#wombat.core.data_classes.String" title="wombat.core.data_classes.String"><em>String</em></a><em>]</em>) -- A dictionary mapping each string starting turbine to its <code class="docutils literal notranslate"><span class="pre">String</span></code> data.</p></li>
+<li><p><strong>downstream</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> of where the export cable leads. This should be the same
+<code class="docutils literal notranslate"><span class="pre">System.id</span></code> as the substation for an interconnection point, or another
+connecting substation.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="string">
+<h3>String<a class="headerlink" href="#string" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.String">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">String</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream_map</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#String"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.String" title="Link to this definition">#</a></dt>
+<dd><p>All of the connection information for a complete string in a wind farm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start</strong> (<em>str</em>) -- The substation's ID (<code class="docutils literal notranslate"><span class="pre">System.id</span></code>)</p></li>
+<li><p><strong>upstream_map</strong> (<em>dict</em><em>[</em><em>str</em><em>, </em><a class="reference internal" href="#wombat.core.data_classes.SubString" title="wombat.core.data_classes.SubString"><em>SubString</em></a><em>]</em>) -- The dictionary of each turbine ID in the string and it's upstream <code class="docutils literal notranslate"><span class="pre">SubString</span></code>.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="sub-string">
+<h3>Sub String<a class="headerlink" href="#sub-string" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.SubString">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">SubString</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">downstream</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">upstream</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#SubString"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.SubString" title="Link to this definition">#</a></dt>
+<dd><p>A list of the upstream connections for a turbine and its downstream connector.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>downstream</strong> (<em>str</em>) -- The downstream turbine/substation connection id.</p></li>
+<li><p><strong>upstream</strong> (<em>list</em><em>[</em><em>str</em><em>]</em>) -- A list of the upstream turbine connections.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+<section id="miscellaneous">
+<h2>Miscellaneous<a class="headerlink" href="#miscellaneous" title="Link to this heading">#</a></h2>
+<section id="fixed-cost-model">
+<span id="types-misc-fixed-costs"></span><h3>Fixed Cost Model<a class="headerlink" href="#fixed-cost-model" title="Link to this heading">#</a></h3>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.core.data_classes.FixedCosts">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.core.data_classes.</span></span><span class="sig-name descname"><span class="pre">FixedCosts</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">operations</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations_management_administration</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">project_management_administration</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">marine_management</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">weather_forecasting</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">condition_monitoring</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operating_facilities</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">environmental_health_safety_monitoring</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">insurance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">brokers_fee</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">operations_all_risk</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">business_interruption</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">third_party_liability</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">storm_coverage</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">annual_leases_fees</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">submerge_land_lease_costs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">transmission_charges_rights</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">onshore_electrical_maintenance</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">labor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/core/data_classes.html#FixedCosts"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.core.data_classes.FixedCosts" title="Link to this definition">#</a></dt>
+<dd><p>Fixed costs for operating a windfarm. All values are assumed to be in $/kW/yr.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>operations</strong> (<em>float</em>) -- Non-maintenance costs of operating the project. If a value is provided for this
+attribute, then it will zero out all other values, otherwise it will be set to
+the sum of the remaining values.</p></li>
+<li><p><strong>operations_management_administration</strong> (<em>float</em>) -- <p>Activities necessary to forecast, dispatch, sell, and manage the production of
+power from the plant. Includes both the onsite and offsite personnel, software,
+and equipment to coordinate high voltage equipment, switching, port activities,
+and marine activities.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">project_management_administration</span></code>,
+<code class="docutils literal notranslate"><span class="pre">operation_management_administration</span></code>, <code class="docutils literal notranslate"><span class="pre">marine_management</span></code>, and/or
+<code class="docutils literal notranslate"><span class="pre">weather_forecasting</span></code></p>
+</div>
+</p></li>
+<li><p><strong>project_management_administration</strong> (<em>float</em>) -- Financial reporting, public relations, procurement, parts and stock management,
+H&amp;SE management, training, subcontracts, and general administration.</p></li>
+<li><p><strong>marine_management</strong> (<em>float</em>) -- Coordination of port equipment, vessels, and personnel to carry out inspections
+and maintenance of generation and transmission equipment.</p></li>
+<li><p><strong>weather_forecasting</strong> (<em>float</em>) -- Daily forecast of metocean conditions used to plan maintenance visits and
+estimate project power production.</p></li>
+<li><p><strong>condition_monitoring</strong> (<em>float</em>) -- Monitoring of SCADA data from wind turbine components to optimize performance
+and identify component faults.</p></li>
+<li><p><strong>operating_facilities</strong> (<em>float</em>) -- Co-located offices, parts store, quayside facilities, helipad, refueling
+facilities, hanger (if necesssary), etc.</p></li>
+<li><p><strong>environmental_health_safety_monitoring</strong> (<em>float</em>) -- Coordination and monitoring to ensure compliance with HSE requirements during
+operations.</p></li>
+<li><p><strong>insurance</strong> (<em>float</em>) -- <p>Insurance policies during operational period including All Risk Property,
+Buisness Interuption, Third Party Liability, and Brokers Fee, and Storm
+Coverage.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">brokers_fee</span></code>, <code class="docutils literal notranslate"><span class="pre">operations_all_risk</span></code>,
+<code class="docutils literal notranslate"><span class="pre">business_interruption</span></code>, <code class="docutils literal notranslate"><span class="pre">third_party_liability</span></code>, and/or
+<code class="docutils literal notranslate"><span class="pre">storm_coverage</span></code></p>
+</div>
+</p></li>
+<li><p><strong>brokers_fee</strong> (<em>float</em>) -- Fees for arranging the insurance package.</p></li>
+<li><p><strong>operations_all_risk</strong> (<em>float</em>) -- All Risk Property (physical damage). Sudden and unforseen physical loss or
+physical damage to teh plant/assets during the operational phase of a project.</p></li>
+<li><p><strong>business_interruption</strong> (<em>float</em>) -- Sudden and unforseen loss or physical damage to the plant/assets during the
+operational phase of a project causing an interruption.</p></li>
+<li><p><strong>third_party_liability</strong> (<em>float</em>) -- Liability imposed by law, and/or Express Contractual Liability, for bodily
+injury or property damage.</p></li>
+<li><p><strong>storm_coverage</strong> (<em>float</em>) -- Coverage from huricane and tropical storm events (tyipcally for Atlantic Coast
+projects).</p></li>
+<li><p><strong>annual_leases_fees</strong> (<em>float</em>) -- <p>Ongoing payments, including but not limited to: payments to regulatory body for
+permission to operate at project site (terms defined within lease); payments to
+Transmission Systems Operators or Transmission Asseet Owners for rights to
+transport generated power.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This should only be used when not breaking down the cost into the
+following categories: <code class="docutils literal notranslate"><span class="pre">submerge_land_lease_costs</span></code> and/or
+<code class="docutils literal notranslate"><span class="pre">transmission_charges_rights</span></code></p>
+</div>
+</p></li>
+<li><p><strong>submerge_land_lease_costs</strong> (<em>float</em>) -- Payments to submerged land owners for rights to build project during operations.</p></li>
+<li><p><strong>transmission_charges_rights</strong> (<em>float</em>) -- Any payments to Transmissions Systems Operators or Transmission Asset Owners for
+rights to transport generated power.</p></li>
+<li><p><strong>onshore_electrical_maintenance</strong> (<em>float</em>) -- <p>Inspections of cables, transformer, switch gears, power compensation equipment,
+etc. and infrequent repairs</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>This should only be used if not modeling these as processes within
+the model. Currently, onshore modeling is not included.</p>
+</div>
+</p></li>
+<li><p><strong>labor</strong> (<em>float</em>) -- The costs associated with labor, if not being modeled through the simulated
+processes.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+</section>
+
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+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#what-is-this-fromdictmixin-i-keep-seeing-in-the-code-diagrams">What is this <code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code> I keep seeing in the code diagrams?</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FromDictMixin"><code class="docutils literal notranslate"><span class="pre">FromDictMixin</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FromDictMixin.from_dict"><code class="docutils literal notranslate"><span class="pre">FromDictMixin.from_dict()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#scheduled-and-unscheduled-maintenance">Scheduled and Unscheduled Maintenance</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#maintenance-tasks">Maintenance Tasks</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance"><code class="docutils literal notranslate"><span class="pre">Maintenance</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance.request_id"><code class="docutils literal notranslate"><span class="pre">Maintenance.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Maintenance.assign_id"><code class="docutils literal notranslate"><span class="pre">Maintenance.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#failures">Failures</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure"><code class="docutils literal notranslate"><span class="pre">Failure</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.request_id"><code class="docutils literal notranslate"><span class="pre">Failure.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.hours_to_next_failure"><code class="docutils literal notranslate"><span class="pre">Failure.hours_to_next_failure()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.Failure.assign_id"><code class="docutils literal notranslate"><span class="pre">Failure.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#repair-requests">Repair Requests</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest"><code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest.request_id"><code class="docutils literal notranslate"><span class="pre">RepairRequest.request_id</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.RepairRequest.assign_id"><code class="docutils literal notranslate"><span class="pre">RepairRequest.assign_id()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#servicing-equipment-and-crews">Servicing Equipment and Crews</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#service-equipment">Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceEquipmentData.determine_type"><code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData.determine_type()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#servicecrew">ServiceCrew</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ServiceCrew"><code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#scheduled-service-equipment">Scheduled Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.operating_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_operational_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.reduced_speed_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift"><code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData.non_stop_shift</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#unscheduled-service-equipment">Unscheduled Service Equipment</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_operational_dates_set</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.reduced_speed_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.non_stop_shift</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold"><code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData._validate_threshold()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#port-configuration">Port Configuration</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig"><code class="docutils literal notranslate"><span class="pre">PortConfig</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig.non_operational_dates"><code class="docutils literal notranslate"><span class="pre">PortConfig.non_operational_dates</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.PortConfig.reduced_speed_dates"><code class="docutils literal notranslate"><span class="pre">PortConfig.reduced_speed_dates</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-support">Wind Farm Support</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#subassembly-model">Subassembly Model</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubassemblyData"><code class="docutils literal notranslate"><span class="pre">SubassemblyData</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-map">Wind Farm Map</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap"><code class="docutils literal notranslate"><span class="pre">WindFarmMap</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections"><code class="docutils literal notranslate"><span class="pre">WindFarmMap.get_upstream_connections()</span></code></a></li>
+<li class="toc-h5 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation"><code class="docutils literal notranslate"><span class="pre">WindFarmMap.get_upstream_connections_from_substation()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#substation-map">Substation Map</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubstationMap"><code class="docutils literal notranslate"><span class="pre">SubstationMap</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#string">String</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.String"><code class="docutils literal notranslate"><span class="pre">String</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#sub-string">Sub String</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.SubString"><code class="docutils literal notranslate"><span class="pre">SubString</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#miscellaneous">Miscellaneous</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-cost-model">Fixed Cost Model</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.core.data_classes.FixedCosts"><code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code></a></li>
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diff --git a/API/utilities.html b/API/utilities.html
new file mode 100644
index 00000000..646ba49e
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@@ -0,0 +1,924 @@
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+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Helpers and Plotting</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.plot">Plotting</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_farm_layout"><code class="docutils literal notranslate"><span class="pre">plot_farm_layout()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_farm_availability"><code class="docutils literal notranslate"><span class="pre">plot_farm_availability()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_operational_levels"><code class="docutils literal notranslate"><span class="pre">plot_operational_levels()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.logging">Logging functions</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.logging.setup_logger"><code class="docutils literal notranslate"><span class="pre">setup_logger()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.logging.format_events_log_message"><code class="docutils literal notranslate"><span class="pre">format_events_log_message()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.time">Time Calculations</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.parse_date"><code class="docutils literal notranslate"><span class="pre">parse_date()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.convert_dt_to_hours"><code class="docutils literal notranslate"><span class="pre">convert_dt_to_hours()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.hours_until_future_hour"><code class="docutils literal notranslate"><span class="pre">hours_until_future_hour()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.check_working_hours"><code class="docutils literal notranslate"><span class="pre">check_working_hours()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.calculate_cost"><code class="docutils literal notranslate"><span class="pre">calculate_cost()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.utilities">Miscellaneous</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities._mean"><code class="docutils literal notranslate"><span class="pre">_mean()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities.create_variable_from_string"><code class="docutils literal notranslate"><span class="pre">create_variable_from_string()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities.IEC_power_curve"><code class="docutils literal notranslate"><span class="pre">IEC_power_curve()</span></code></a></li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="helpers-and-plotting">
+<h1>Helpers and Plotting<a class="headerlink" href="#helpers-and-plotting" title="Link to this heading">#</a></h1>
+<section id="module-wombat.utilities.plot">
+<span id="plotting"></span><h2>Plotting<a class="headerlink" href="#module-wombat.utilities.plot" title="Link to this heading">#</a></h2>
+<p>Provides expoerimental plotting routines to help with simulation diagnostics.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.plot.plot_farm_layout">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.plot.</span></span><span class="sig-name descname"><span class="pre">plot_farm_layout</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">figure_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">plot_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_fig</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/plot.html#plot_farm_layout"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.plot.plot_farm_layout" title="Link to this definition">#</a></dt>
+<dd><p>Plot the graph representation of the windfarm as represented through WOMBAT.</p>
+<dl class="simple">
+<dt>Args:</dt><dd><dl class="simple">
+<dt>figure_kwargs<span class="classifier">dict, optional</span></dt><dd><p>Customized keyword arguments for matplotlib figure instantiation that
+will passed as <code class="docutils literal notranslate"><span class="pre">plt.figure(**figure_kwargs).</span> <span class="pre">Defaults</span> <span class="pre">to</span> <span class="pre">{}.</span></code></p>
+</dd>
+<dt>plot_kwargs<span class="classifier">dict, optional</span></dt><dd><p>Customized parameters for <code class="docutils literal notranslate"><span class="pre">networkx.draw()</span></code> that can will passed as
+<code class="docutils literal notranslate"><span class="pre">nx.draw(**figure_kwargs)</span></code>. Defaults to <code class="docutils literal notranslate"><span class="pre">with_labels=True</span></code>,
+<code class="docutils literal notranslate"><span class="pre">horizontalalignment=right</span></code>, <code class="docutils literal notranslate"><span class="pre">verticalalignment=bottom</span></code>,
+<code class="docutils literal notranslate"><span class="pre">font_weight=bold</span></code>, <code class="docutils literal notranslate"><span class="pre">font_size=10</span></code>, and <code class="docutils literal notranslate"><span class="pre">node_color=#E37225</span></code>.</p>
+</dd>
+<dt>return_fig<span class="classifier">bool, optional</span></dt><dd><p>Whether or not to return the figure and axes objects for further editing
+and/or saving. Defaults to False.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">figure</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">axes</span></code>]</span></p>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p>None | tuple[plt.figure, plt.axes]: _description_</p>
+</dd>
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windfarm</strong> (<a class="reference internal" href="windfarm.html#wombat.windfarm.windfarm.Windfarm" title="wombat.windfarm.windfarm.Windfarm"><em>Windfarm</em></a>) -- </p></li>
+<li><p><strong>figure_kwargs</strong> (<em>dict</em><em> | </em><em>None</em>) -- </p></li>
+<li><p><strong>plot_kwargs</strong> (<em>dict</em><em> | </em><em>None</em>) -- </p></li>
+<li><p><strong>return_fig</strong> (<em>bool</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.plot.plot_farm_availability">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.plot.</span></span><span class="sig-name descname"><span class="pre">plot_farm_availability</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">which</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'energy'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">individual_turbines</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">farm_95_CI</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">figure_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">plot_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">legend_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">tick_fontsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">12</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">label_fontsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">16</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_fig</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/plot.html#plot_farm_availability"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.plot.plot_farm_availability" title="Link to this definition">#</a></dt>
+<dd><p>Plots a line chart of the monthly availability at the wind farm level.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>sim</strong> (<a class="reference internal" href="simulation_api.html#wombat.core.simulation_api.Simulation" title="wombat.core.simulation_api.Simulation"><em>Simulation</em></a>) -- A <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object that has been run.</p></li>
+<li><p><strong>which</strong> (<em>str</em>) -- One of &quot;time&quot; or &quot;energy&quot;, to indicate the basis for the availability
+calculation, by default &quot;energy&quot;.</p></li>
+<li><p><strong>individual_turbines</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates if faint gray lines should be added in the background for the
+availability of each turbine, by default False.</p></li>
+<li><p><strong>farm_95_CI</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicates if the 95% CI area fill should be added in the background.</p></li>
+<li><p><strong>figure_kwargs</strong> (<em>dict</em><em>, </em><em>optional</em>) -- Custom parameters for <code class="docutils literal notranslate"><span class="pre">plt.figure()</span></code>, by default <code class="docutils literal notranslate"><span class="pre">figsize=(15,</span> <span class="pre">7)</span></code> and
+<code class="docutils literal notranslate"><span class="pre">dpi=300</span></code>.</p></li>
+<li><p><strong>plot_kwargs</strong> (<em>dict</em><em>, </em><em>optional</em>) -- Custom parameters to be passed to <code class="docutils literal notranslate"><span class="pre">ax.plot()</span></code>, by default a label consisting
+of the simulation name and project-level availability.</p></li>
+<li><p><strong>legend_kwargs</strong> (<em>dict</em><em>, </em><em>optional</em>) -- Custom parameters to be passed to <code class="docutils literal notranslate"><span class="pre">ax.legend()</span></code>, by default <code class="docutils literal notranslate"><span class="pre">fontsize=14</span></code>.</p></li>
+<li><p><strong>tick_fontsize</strong> (<em>int</em><em>, </em><em>optional</em>) -- The x- and y-axis tick label fontsize, by default 12.</p></li>
+<li><p><strong>label_fontsize</strong> (<em>int</em><em>, </em><em>optional</em>) -- The x- and y-axis label fontsize, by default 16.</p></li>
+<li><p><strong>return_fig</strong> (<em>bool</em><em>, </em><em>optional</em>) -- If <code class="docutils literal notranslate"><span class="pre">True</span></code>, return the figure and Axes object, otherwise don't, by default
+False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">Figure</span></code> | <code class="xref py py-class docutils literal notranslate"><span class="pre">Axes</span></code>] | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[plt.Figure, plt.Axes] | None</em> -- See <code class="xref py py-attr docutils literal notranslate"><span class="pre">return_fig</span></code> for details.
+_description_</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.plot.plot_operational_levels">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.plot.</span></span><span class="sig-name descname"><span class="pre">plot_operational_levels</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">sim</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">figure_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cbar_label_fontsize</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">14</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">return_fig</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/plot.html#plot_operational_levels"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.plot.plot_operational_levels" title="Link to this definition">#</a></dt>
+<dd><p>Plots an hourly view of the operational levels of the wind farm and individual
+turbines as a heatmap.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>sim</strong> (<a class="reference internal" href="simulation_api.html#wombat.core.simulation_api.Simulation" title="wombat.core.simulation_api.Simulation"><em>Simulation</em></a>) -- A <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> object that has been run.</p></li>
+<li><p><strong>figure_kwargs</strong> (<em>dict</em><em>, </em><em>optional</em>) -- Custom settings for <code class="docutils literal notranslate"><span class="pre">plt.figure()</span></code>, by default <code class="docutils literal notranslate"><span class="pre">figsize=(15,</span> <span class="pre">10)</span></code>
+and <code class="docutils literal notranslate"><span class="pre">dpi=300</span></code>.</p></li>
+<li><p><strong>cbar_label_fontsize</strong> (<em>int</em><em>, </em><em>optional</em>) -- The default fontsize used in the color bar legend for the axis label, by default
+14.</p></li>
+<li><p><strong>return_fig</strong> (<em>bool</em><em>, </em><em>optional</em>) -- If <code class="docutils literal notranslate"><span class="pre">True</span></code>, return the figure and Axes object, otherwise don't, by default
+False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Returns<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>tuple[plt.Figure, plt.Axes] | None</em> -- See <code class="xref py py-attr docutils literal notranslate"><span class="pre">return_fig</span></code> for details.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="module-wombat.utilities.logging">
+<span id="logging-functions"></span><h2>Logging functions<a class="headerlink" href="#module-wombat.utilities.logging" title="Link to this heading">#</a></h2>
+<p>General logging methods.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.logging.setup_logger">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.logging.</span></span><span class="sig-name descname"><span class="pre">setup_logger</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">logger_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">log_file</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">level</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">20</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">capacity</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">500</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/logging.html#setup_logger"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.logging.setup_logger" title="Link to this definition">#</a></dt>
+<dd><p>Creates the logging infrastructure for a given logging category.</p>
+<p>TODO: Figure out how to type check <code class="docutils literal notranslate"><span class="pre">logging.INFO</span></code>; <code class="docutils literal notranslate"><span class="pre">Callable</span></code>?</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>logger_name</strong> (<em>str</em>) -- Name to assign to the logger.</p></li>
+<li><p><strong>log_file</strong> (<em>Path</em>) -- File name and path for where the log data should be saved.</p></li>
+<li><p><strong>level</strong> (<em>Any</em><em>, </em><em>optional</em>) -- Logging level, by default logging.INFO.</p></li>
+<li><p><strong>capacity</strong> (<em>int</em>) -- </p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.logging.format_events_log_message">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.logging.</span></span><span class="sig-name descname"><span class="pre">format_events_log_message</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">simulation_time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_time</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system_ol</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">part_ol</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">agent</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">action</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">reason</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">additional</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">duration</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">request_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">'na'</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">materials_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hourly_labor_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">salary_labor_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">equipment_cost</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/logging.html#format_events_log_message"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.logging.format_events_log_message" title="Link to this definition">#</a></dt>
+<dd><p>Formats the logging messages into the expected format for logging.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>simulation_time</strong> (<em>datetime64</em>) -- Timestamp within the simulation time.</p></li>
+<li><p><strong>env_time</strong> (<em>float</em>) -- Environment simulation time (<code class="docutils literal notranslate"><span class="pre">Environment.now</span></code>).</p></li>
+<li><p><strong>system_id</strong> (<em>str</em>) -- Turbine ID, <code class="docutils literal notranslate"><span class="pre">System.id</span></code>.</p></li>
+<li><p><strong>system_name</strong> (<em>str</em>) -- Turbine name, <code class="docutils literal notranslate"><span class="pre">System.name</span></code>.</p></li>
+<li><p><strong>part_id</strong> (<em>str</em>) -- Subassembly, component, or cable ID, <code class="docutils literal notranslate"><span class="pre">_.id</span></code>.</p></li>
+<li><p><strong>part_name</strong> (<em>str</em>) -- Subassembly, component, or cable name, <code class="docutils literal notranslate"><span class="pre">_.name</span></code>.</p></li>
+<li><p><strong>system_ol</strong> (<em>int</em><em> | </em><em>float</em>) -- System operating level, <code class="docutils literal notranslate"><span class="pre">System.operating_level</span></code>. Use an empty string for n/a.</p></li>
+<li><p><strong>part_ol</strong> (<em>int</em><em> | </em><em>float</em>) -- Subassembly, component, or cable operating level, <code class="docutils literal notranslate"><span class="pre">_.operating_level</span></code>. Use an
+empty string for n/a.</p></li>
+<li><p><strong>agent</strong> (<em>str</em>) -- Agent performin the action.</p></li>
+<li><p><strong>action</strong> (<em>str</em>) -- Action that was taken.</p></li>
+<li><p><strong>reason</strong> (<em>str</em>) -- Reason an action was taken.</p></li>
+<li><p><strong>additional</strong> (<em>str</em>) -- Any additional information that needs to be logged.</p></li>
+<li><p><strong>duration</strong> (<em>float</em>) -- Length of time the action lasted.</p></li>
+<li><p><strong>request_id</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">RepairRequest.request_id</span></code> or &quot;na&quot;.</p></li>
+<li><p><strong>location</strong> (<em>str</em>) -- The location of where the event ocurred: should be one of site, port,
+enroute, or system, by default &quot;na&quot;.</p></li>
+<li><p><strong>materials_cost</strong> (<em>int</em><em> | </em><em>float</em><em>, </em><em>optional</em>) -- Total cost of materials for action, in USD, by default 0.</p></li>
+<li><p><strong>hourly_labor_cost</strong> (<em>int</em><em> | </em><em>float</em><em>, </em><em>optional</em>) -- Total cost of hourly labor for action, in USD, by default 0.</p></li>
+<li><p><strong>salary_labor_cost</strong> (<em>int</em><em> | </em><em>float</em><em>, </em><em>optional</em>) -- Total cost of salaried labor for action, in USD, by default 0.</p></li>
+<li><p><strong>equipment_cost</strong> (<em>int</em><em> | </em><em>float</em><em>, </em><em>optional</em>) -- Total cost of equipment for action, in USD, by default 0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>str</em> -- Formatted message for consistent logging.[summary]</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="module-wombat.utilities.time">
+<span id="time-calculations"></span><h2>Time Calculations<a class="headerlink" href="#module-wombat.utilities.time" title="Link to this heading">#</a></h2>
+<p>General methods for time-based calculations.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.time.parse_date">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.time.</span></span><span class="sig-name descname"><span class="pre">parse_date</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">value</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/time.html#parse_date"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.time.parse_date" title="Link to this definition">#</a></dt>
+<dd><p>Thin wrapper for <code class="docutils literal notranslate"><span class="pre">dateutil.parser.parse</span></code> that converts string dates and returns
+back None or the original value if it's None or a <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> object,
+respectively.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>value</strong> (<em>str</em><em> | </em><em>None</em><em> | </em><em>datetime.datetime</em>) -- A month/date or month-date formatted string to be converted to a
+<code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> object, or <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> object, or None.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">datetime</span></code> | <code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>datetime.datetime | None</em> -- A converted <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> object or None.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.time.convert_dt_to_hours">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.time.</span></span><span class="sig-name descname"><span class="pre">convert_dt_to_hours</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">diff</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/time.html#convert_dt_to_hours"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.time.convert_dt_to_hours" title="Link to this definition">#</a></dt>
+<dd><p>Convert a <code class="docutils literal notranslate"><span class="pre">datetime.timedelta</span></code> object to number of hours at the seconds
+resolution.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>diff</strong> (<em>datetime.timedelta</em>) -- The difference between two <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> objects.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Number of hours between to <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> objects.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.time.hours_until_future_hour">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.time.</span></span><span class="sig-name descname"><span class="pre">hours_until_future_hour</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dt</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">hour</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/time.html#hours_until_future_hour"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.time.hours_until_future_hour" title="Link to this definition">#</a></dt>
+<dd><p>Number of hours until a future hour in the same day for <code class="docutils literal notranslate"><span class="pre">hour</span></code> &lt;= 24,
+otherwise, it is the number of hours until a time in the proceeding days.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>dt</strong> (<em>datetime.datetime</em>) -- Focal datetime.</p></li>
+<li><p><strong>hour</strong> (<em>int</em>) -- Hour that is later in the day, in 24 hour time.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Number of hours between the two times.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.time.check_working_hours">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.time.</span></span><span class="sig-name descname"><span class="pre">check_working_hours</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env_end</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_start</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">workday_end</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/time.html#check_working_hours"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.time.check_working_hours" title="Link to this definition">#</a></dt>
+<dd><p>Checks the working hours of a port or servicing equipment, and overrides a
+default (-1) to the environment's settings, otherwise returns back the input hours.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env_start</strong> (<em>int</em>) -- The starting hour for the environment's shift</p></li>
+<li><p><strong>env_end</strong> (<em>int</em>) -- The ending hour for the environment's shift</p></li>
+<li><p><strong>workday_start</strong> (<em>int</em>) -- The starting hour to be checked.</p></li>
+<li><p><strong>workday_end</strong> (<em>int</em>) -- The ending hour to be checked.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">tuple</span></code>[<code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">int</span></code>]</span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>tuple[int, int]</em> -- The starting and ending hour to be applied back to the port or servicing
+equipment.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.time.calculate_cost">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.time.</span></span><span class="sig-name descname"><span class="pre">calculate_cost</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">duration</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">rate</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">n_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">1</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">daily_rate</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">False</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/time.html#calculate_cost"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.time.calculate_cost" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the equipment cost, or labor cost for either salaried or hourly
+employees.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>duration</strong> (<em>int</em><em> | </em><em>float</em>) -- Length of time, in hours.</p></li>
+<li><p><strong>rate</strong> (<em>float</em>) -- The labor or equipment rate, in $USD/hour.</p></li>
+<li><p><strong>n_rate</strong> (<em>int</em>) -- Total number of of the rate to be applied, more than one if``rate`` is broken
+down by number of individual laborers (if rate is a labor rate), by default 1.</p></li>
+<li><p><strong>daily_rate</strong> (<em>bool</em><em>, </em><em>optional</em>) -- Indicator for if the <code class="docutils literal notranslate"><span class="pre">rate</span></code> is a daily rate (True), or hourly rate (False), by
+default False.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- The total cost of the labor performed.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+<section id="module-wombat.utilities.utilities">
+<span id="miscellaneous"></span><h2>Miscellaneous<a class="headerlink" href="#module-wombat.utilities.utilities" title="Link to this heading">#</a></h2>
+<p>Provides various utility functions that don't fit within a common theme.</p>
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.utilities._mean">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.utilities.</span></span><span class="sig-name descname"><span class="pre">_mean</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/utilities.html#_mean"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.utilities._mean" title="Link to this definition">#</a></dt>
+<dd><p>Multiplies two numbers. Used for a reduce operation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>args</strong> (<em>int</em><em> | </em><em>float</em>) -- The values to compute the mean over</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">float</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- The average of the values provided</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.utilities.create_variable_from_string">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.utilities.</span></span><span class="sig-name descname"><span class="pre">create_variable_from_string</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">string</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/utilities.html#create_variable_from_string"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.utilities.create_variable_from_string" title="Link to this definition">#</a></dt>
+<dd><p>Creates a valid Python variable style string from a passed string.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>string</strong> (<em>str</em>) -- The string to convert into a Python-friendly variable name.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">str</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>str</em> -- A Python-valid variable name.</p>
+</dd>
+</dl>
+<p class="rubric">Examples</p>
+<div class="doctest highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">&gt;&gt;&gt; </span><span class="n">example_string</span> <span class="o">=</span> <span class="s2">&quot;*Electrical!*_ _System$*_&quot;</span>
+<span class="gp">&gt;&gt;&gt; </span><span class="nb">print</span><span class="p">(</span><span class="n">create_variable_from_string</span><span class="p">(</span><span class="n">example_string</span><span class="p">))</span>
+<span class="go">&#39;electrical_system&#39;</span>
+</pre></div>
+</div>
+</dd></dl>
+
+<dl class="py function">
+<dt class="sig sig-object py" id="wombat.utilities.utilities.IEC_power_curve">
+<span class="sig-prename descclassname"><span class="pre">wombat.utilities.utilities.</span></span><span class="sig-name descname"><span class="pre">IEC_power_curve</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windspeed_column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">power_column</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">bin_width</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.5</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">windspeed_start</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">0.0</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">windspeed_end</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">30.0</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/utilities/utilities.html#IEC_power_curve"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.utilities.utilities.IEC_power_curve" title="Link to this definition">#</a></dt>
+<dd><p>Direct copyfrom OpenOA:
+<a class="github reference external" href="https://github.com/NREL/OpenOA/blob/main/operational_analysis/toolkits/power_curve/functions.py#L16-L57">NREL/OpenOA</a>
+Use IEC 61400-12-1-2 method for creating wind-speed binned power curve.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windspeed_column</strong> (<em>np.ndarray</em><em> | </em><em>pandas.Series</em>) -- The power curve's windspeed values, in m/s.</p></li>
+<li><p><strong>power_column</strong> (<em>np.ndarray</em><em> | </em><em>pandas.Series</em>) -- The power curve's output power values, in kW.</p></li>
+<li><p><strong>bin_width</strong> (<em>float</em>) -- Width of windspeed bin, default is 0.5 m/s according to standard, by default
+0.5.</p></li>
+<li><p><strong>windspeed_start</strong> (<em>float</em>) -- Left edge of first windspeed bin, where all proceeding values will be 0.0,
+by default 0.0.</p></li>
+<li><p><strong>windspeed_end</strong> (<em>float</em>) -- Right edge of last windspeed bin, where all following values will be 0.0, by
+default 30.0.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-data docutils literal notranslate"><span class="pre">Callable</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><dl class="simple">
+<dt>Callable</dt><dd><p>Python function of the power curve, of type (Array[float] -&gt; Array[float]),
+that maps input windspeed value(s) to ouptut power value(s).</p>
+</dd>
+</dl>
+</p>
+</dd>
+</dl>
+</dd></dl>
+
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
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+        },
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+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./API"
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
+                  
+<div class="prev-next-area">
+    <a class="left-prev"
+       href="windfarm.html"
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+        <p class="prev-next-subtitle">previous</p>
+        <p class="prev-next-title">Wind Farm Classes</p>
+      </div>
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+       href="../changelog.html"
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+  <div class="sidebar-secondary-item">
+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.plot">Plotting</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_farm_layout"><code class="docutils literal notranslate"><span class="pre">plot_farm_layout()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_farm_availability"><code class="docutils literal notranslate"><span class="pre">plot_farm_availability()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.plot.plot_operational_levels"><code class="docutils literal notranslate"><span class="pre">plot_operational_levels()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.logging">Logging functions</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.logging.setup_logger"><code class="docutils literal notranslate"><span class="pre">setup_logger()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.logging.format_events_log_message"><code class="docutils literal notranslate"><span class="pre">format_events_log_message()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.time">Time Calculations</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.parse_date"><code class="docutils literal notranslate"><span class="pre">parse_date()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.convert_dt_to_hours"><code class="docutils literal notranslate"><span class="pre">convert_dt_to_hours()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.hours_until_future_hour"><code class="docutils literal notranslate"><span class="pre">hours_until_future_hour()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.check_working_hours"><code class="docutils literal notranslate"><span class="pre">check_working_hours()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.time.calculate_cost"><code class="docutils literal notranslate"><span class="pre">calculate_cost()</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.utilities.utilities">Miscellaneous</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities._mean"><code class="docutils literal notranslate"><span class="pre">_mean()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities.create_variable_from_string"><code class="docutils literal notranslate"><span class="pre">create_variable_from_string()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.utilities.utilities.IEC_power_curve"><code class="docutils literal notranslate"><span class="pre">IEC_power_curve()</span></code></a></li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+</div></div>
+              
+            
+          </div>
+          <footer class="bd-footer-content">
+            
+<div class="bd-footer-content__inner container">
+  
+  <div class="footer-item">
+    
+<p class="component-author">
+By Rob Hammond
+</p>
+
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+    <h1>Wind Farm Classes</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.windfarm">Wind Farm</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm"><code class="docutils literal notranslate"><span class="pre">Windfarm</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_graph_layout"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_graph_layout()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_turbines_and_substations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_cables"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_cables()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix"><code class="docutils literal notranslate"><span class="pre">Windfarm.calculate_distance_matrix()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_substation_turbine_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_wind_farm_map"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_wind_farm_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.finish_setup"><code class="docutils literal notranslate"><span class="pre">Windfarm.finish_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._setup_logger"><code class="docutils literal notranslate"><span class="pre">Windfarm._setup_logger()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._log_operations"><code class="docutils literal notranslate"><span class="pre">Windfarm._log_operations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.system"><code class="docutils literal notranslate"><span class="pre">Windfarm.system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.cable"><code class="docutils literal notranslate"><span class="pre">Windfarm.cable()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.current_availability"><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing"><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability_wo_servicing</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.system">System: Wind turbine or substation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System"><code class="docutils literal notranslate"><span class="pre">System</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._calculate_system_value"><code class="docutils literal notranslate"><span class="pre">System._calculate_system_value()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._create_subassemblies"><code class="docutils literal notranslate"><span class="pre">System._create_subassemblies()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._initialize_power_curve"><code class="docutils literal notranslate"><span class="pre">System._initialize_power_curve()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">System.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.operating_level"><code class="docutils literal notranslate"><span class="pre">System.operating_level</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.operating_level_wo_servicing"><code class="docutils literal notranslate"><span class="pre">System.operating_level_wo_servicing</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.power"><code class="docutils literal notranslate"><span class="pre">System.power()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.subassembly">Subassembly: The modeled components of a system</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly"><code class="docutils literal notranslate"><span class="pre">Subassembly</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly._create_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly._create_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.recreate_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.recreate_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.interrupt_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.trigger_request"><code class="docutils literal notranslate"><span class="pre">Subassembly.trigger_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance"><code class="docutils literal notranslate"><span class="pre">Subassembly.run_single_maintenance()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_failure"><code class="docutils literal notranslate"><span class="pre">Subassembly.run_single_failure()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.cable">Cable: Hybrid system and subassembly model</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable"><code class="docutils literal notranslate"><span class="pre">Cable</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.set_string_details"><code class="docutils literal notranslate"><span class="pre">Cable.set_string_details()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.finish_setup"><code class="docutils literal notranslate"><span class="pre">Cable.finish_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable._create_processes"><code class="docutils literal notranslate"><span class="pre">Cable._create_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.recreate_processes"><code class="docutils literal notranslate"><span class="pre">Cable.recreate_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.interrupt_processes"><code class="docutils literal notranslate"><span class="pre">Cable.interrupt_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">Cable.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes"><code class="docutils literal notranslate"><span class="pre">Cable.stop_all_upstream_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.trigger_request"><code class="docutils literal notranslate"><span class="pre">Cable.trigger_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.run_single_maintenance"><code class="docutils literal notranslate"><span class="pre">Cable.run_single_maintenance()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.run_single_failure"><code class="docutils literal notranslate"><span class="pre">Cable.run_single_failure()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="wind-farm-classes">
+<h1>Wind Farm Classes<a class="headerlink" href="#wind-farm-classes" title="Link to this heading">#</a></h1>
+<p>The wind farm classes define how the wind farm's graph model are created, and power the
+timing out of the failures and maintenance events within the simulation for the cables,
+substations, and turbines.</p>
+<section id="module-wombat.windfarm.windfarm">
+<span id="wind-farm"></span><h2>Wind Farm<a class="headerlink" href="#module-wombat.windfarm.windfarm" title="Link to this heading">#</a></h2>
+<p>Creates the Windfarm class/model.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.windfarm.</span></span><span class="sig-name descname"><span class="pre">Windfarm</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">windfarm_layout</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm" title="Link to this definition">#</a></dt>
+<dd><p>The primary class for operating on objects within a windfarm. The substations,
+cables, and turbines are created as a network object to be more appropriately
+accessed and controlled.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="core.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- </p></li>
+<li><p><strong>windfarm_layout</strong> (<em>str</em>) -- </p></li>
+<li><p><strong>repair_manager</strong> (<a class="reference internal" href="core.html#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._create_graph_layout">
+<span class="sig-name descname"><span class="pre">_create_graph_layout</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm_layout</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._create_graph_layout"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._create_graph_layout" title="Link to this definition">#</a></dt>
+<dd><p>Creates a network layout of the windfarm start from the substation(s) to
+be able to capture downstream turbines that can be cut off in the event of a
+cable failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>windfarm_layout</strong> (<em>str</em>) -- Filename to use for reading in the windfarm layout; must be a csv file.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations">
+<span class="sig-name descname"><span class="pre">_create_turbines_and_substations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._create_turbines_and_substations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations" title="Link to this definition">#</a></dt>
+<dd><p>Instantiates the turbine and substation models as defined in the
+user-provided layout file, and connects these models to the appropriate graph
+nodes to create a fully representative windfarm network model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ValueError</strong> -- Raised if the subassembly data is not provided in the layout file.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._create_cables">
+<span class="sig-name descname"><span class="pre">_create_cables</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._create_cables"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._create_cables" title="Link to this definition">#</a></dt>
+<dd><p>Instantiates the cable models as defined in the user-provided layout file,
+and connects these models to the appropriate graph edges to create a fully
+representative windfarm network model.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Raises<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>ValueError</strong> -- Raised if the cable model is not specified.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix">
+<span class="sig-name descname"><span class="pre">calculate_distance_matrix</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm.calculate_distance_matrix"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the geodesic distance, in km, between all of the windfarm's nodes,
+e.g., substations and turbines, and cables.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map">
+<span class="sig-name descname"><span class="pre">_create_substation_turbine_map</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._create_substation_turbine_map"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map" title="Link to this definition">#</a></dt>
+<dd><p>Creates <code class="docutils literal notranslate"><span class="pre">substation_turbine_map</span></code>, a dictionary, that maps substation(s) to
+the dependent turbines in the windfarm, and the weighting of each turbine in the
+windfarm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._create_wind_farm_map">
+<span class="sig-name descname"><span class="pre">_create_wind_farm_map</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._create_wind_farm_map"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._create_wind_farm_map" title="Link to this definition">#</a></dt>
+<dd><p>Creates a secondary graph object strictly for traversing the windfarm to turn
+on/off the appropriate turbines, substations, and cables more easily.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.finish_setup">
+<span class="sig-name descname"><span class="pre">finish_setup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm.finish_setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.finish_setup" title="Link to this definition">#</a></dt>
+<dd><p>Final initialization hook for any substations, turbines, or cables.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._setup_logger">
+<span class="sig-name descname"><span class="pre">_setup_logger</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">initial</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._setup_logger"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._setup_logger" title="Link to this definition">#</a></dt>
+<dd><dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>initial</strong> (<em>bool</em>) -- </p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm._log_operations">
+<span class="sig-name descname"><span class="pre">_log_operations</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm._log_operations"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm._log_operations" title="Link to this definition">#</a></dt>
+<dd><p>Logs the operational data for a simulation.</p>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.system">
+<span class="sig-name descname"><span class="pre">system</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm.system"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.system" title="Link to this definition">#</a></dt>
+<dd><p>Convenience function to returns the desired <cite>System</cite> object for a turbine or
+substation in the windfarm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>system_id</strong> (<em>str</em>) -- The system's unique identifier, <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#wombat.windfarm.system.system.System" title="wombat.windfarm.system.system.System"><code class="xref py py-class docutils literal notranslate"><span class="pre">System</span></code></a></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>System</em> -- The <code class="docutils literal notranslate"><span class="pre">System</span></code> object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.cable">
+<span class="sig-name descname"><span class="pre">cable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">cable_id</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/windfarm.html#Windfarm.cable"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.cable" title="Link to this definition">#</a></dt>
+<dd><p>Convenience function to returns the desired <cite>Cable</cite> object for a cable in the
+windfarm.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>cable_id</strong> (<em>tuple</em><em>[</em><em>str</em><em>, </em><em>str</em><em>] </em><em>| </em><em>str</em>) -- The cable's unique identifier, of the form: (<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>,
+<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.System.id</span></code>), for the (downstream node id, upstream node
+id), or the <code class="docutils literal notranslate"><span class="pre">Cable.id</span></code>.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><a class="reference internal" href="#wombat.windfarm.system.cable.Cable" title="wombat.windfarm.system.cable.Cable"><code class="xref py py-class docutils literal notranslate"><span class="pre">Cable</span></code></a></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Cable</em> -- The <code class="docutils literal notranslate"><span class="pre">Cable</span></code> object.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.current_availability">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_availability</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.current_availability" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the product of all system <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> variables across
+the windfarm using the following forumation.</p>
+<div class="math notranslate nohighlight">
+\[\sum{
+    OperatingLevel_{substation_{i}} *
+    \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}
+}\]</div>
+<p>where the :math:<code class="docutils literal notranslate"><span class="pre">{OperatingLevel}</span></code> is the product of the operating level
+of each subassembly on a given system (substation or turbine), and the
+:math:<code class="docutils literal notranslate"><span class="pre">{Weight}</span></code> is the proportion of one turbine's capacity relative to
+the whole windfarm.</p>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">current_availability_wo_servicing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the product of all system <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> variables across
+the windfarm using the following forumation, ignoring 0 operating level due to
+ongoing servicing.</p>
+<div class="math notranslate nohighlight">
+\[\sum{
+    OperatingLevel_{substation_{i}} *
+    \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}
+}\]</div>
+<p>where the :math:<code class="docutils literal notranslate"><span class="pre">{OperatingLevel}</span></code> is the product of the operating level
+of each subassembly on a given system (substation or turbine), and the
+:math:<code class="docutils literal notranslate"><span class="pre">{Weight}</span></code> is the proportion of one turbine's capacity relative to
+the whole windfarm.</p>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.system">
+<span id="system-wind-turbine-or-substation"></span><h2>System: Wind turbine or substation<a class="headerlink" href="#module-wombat.windfarm.system.system" title="Link to this heading">#</a></h2>
+<p>Creates the Turbine class.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.system.</span></span><span class="sig-name descname"><span class="pre">System</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">repair_manager</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">t_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassemblies</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System" title="Link to this definition">#</a></dt>
+<dd><p>Can either be a turbine or substation, but is meant to be something that consists
+of 'Subassembly' pieces.</p>
+<p>See <a class="reference external" href="https://www.sciencedirect.com/science/article/pii/S1364032117308985">here</a>
+for more information.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="core.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- </p></li>
+<li><p><strong>repair_manager</strong> (<a class="reference internal" href="core.html#wombat.core.repair_management.RepairManager" title="wombat.core.repair_management.RepairManager"><em>RepairManager</em></a>) -- </p></li>
+<li><p><strong>t_id</strong> (<em>str</em>) -- </p></li>
+<li><p><strong>name</strong> (<em>str</em>) -- </p></li>
+<li><p><strong>subassemblies</strong> (<em>dict</em>) -- </p></li>
+<li><p><strong>system</strong> (<em>str</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System._calculate_system_value">
+<span class="sig-name descname"><span class="pre">_calculate_system_value</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subassemblies</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System._calculate_system_value"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System._calculate_system_value" title="Link to this definition">#</a></dt>
+<dd><p>Calculates the turbine's value based its capex_kw and capacity.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>system</strong> (<em>str</em>) -- One of &quot;turbine&quot; or &quot;substation&quot;.</p></li>
+<li><p><strong>subassemblies</strong> (<em>dict</em>) -- Dictionary of subassemblies.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System._create_subassemblies">
+<span class="sig-name descname"><span class="pre">_create_subassemblies</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">subassembly_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">system</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System._create_subassemblies"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System._create_subassemblies" title="Link to this definition">#</a></dt>
+<dd><p>Creates each subassembly as a separate attribute and also a list for quick
+access.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>subassembly_data</strong> (<em>dict</em>) -- Dictionary providing the maintenance and failure definitions for at least
+one subassembly named</p></li>
+<li><p><strong>system</strong> (<em>str</em>) -- One of &quot;turbine&quot; or &quot;substation&quot; to indicate if the power curves should also
+be created, or not.</p></li>
+</ul>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System._initialize_power_curve">
+<span class="sig-name descname"><span class="pre">_initialize_power_curve</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">power_curve_dict</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System._initialize_power_curve"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System._initialize_power_curve" title="Link to this definition">#</a></dt>
+<dd><p>Creates the power curve function based on the <code class="docutils literal notranslate"><span class="pre">power_curve</span></code> input in the
+<code class="docutils literal notranslate"><span class="pre">subassembly_data</span></code> dictionary. If there is no valid input, then 0 will always
+be reutrned.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>power_curve_dict</strong> (<em>dict</em>) -- The turbine definition dictionary.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">origin</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System.interrupt_all_subassembly_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes" title="Link to this definition">#</a></dt>
+<dd><p>Interrupts the running processes in all of the system's subassemblies.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>origin</strong> (<a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><em>Subassembly</em></a>) -- The subassembly that triggered the request, if the method call is coming
+from a subassembly shutdown event.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.operating_level">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operating_level</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.system.system.System.operating_level" title="Link to this definition">#</a></dt>
+<dd><p>The turbine's operating level, based on subassembly and cable performance.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Operating level of the turbine.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py property">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.operating_level_wo_servicing">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">operating_level_wo_servicing</span></span><em class="property"><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="pre">float</span></em><a class="headerlink" href="#wombat.windfarm.system.system.System.operating_level_wo_servicing" title="Link to this definition">#</a></dt>
+<dd><p>The turbine's operating level, based on subassembly and cable performance,
+without accounting for servicing status.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>float</em> -- Operating level of the turbine.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.system.System.power">
+<span class="sig-name descname"><span class="pre">power</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windspeed</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/system.html#System.power"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.system.System.power" title="Link to this definition">#</a></dt>
+<dd><p>Generates the power output for an iterable of windspeed values.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>windspeed</strong> (<em>list</em><em>[</em><em>float</em><em>] </em><em>| </em><em>np.ndarrays</em>) -- Windspeed values, in m/s.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">ndarray</span></code></span></p>
+</dd>
+<dt class="field-odd">Returns<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>np.ndarray</em> -- Power production, in kW.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.subassembly">
+<span id="subassembly-the-modeled-components-of-a-system"></span><h2>Subassembly: The modeled components of a system<a class="headerlink" href="#module-wombat.windfarm.system.subassembly" title="Link to this heading">#</a></h2>
+<p>Provides the Subassembly class.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.subassembly.</span></span><span class="sig-name descname"><span class="pre">Subassembly</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">system</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">s_id</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">subassembly_data</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly" title="Link to this definition">#</a></dt>
+<dd><p>A major system composes the turbine or substation objects.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>env</strong> (<a class="reference internal" href="core.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- </p></li>
+<li><p><strong>s_id</strong> (<em>str</em>) -- </p></li>
+<li><p><strong>subassembly_data</strong> (<em>dict</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly._create_processes">
+<span class="sig-name descname"><span class="pre">_create_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly._create_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly._create_processes" title="Link to this definition">#</a></dt>
+<dd><p>Creates the processes for each of the failure and maintenance types.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Tuple[Union[str, int], simpy.events.Process]</em> -- Creates a dictionary to keep track of the running processes within the
+subassembly.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.recreate_processes">
+<span class="sig-name descname"><span class="pre">recreate_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.recreate_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.recreate_processes" title="Link to this definition">#</a></dt>
+<dd><p>If a turbine is being reset after a tow-to-port repair or replacement, then
+all processes are assumed to be reset to 0, and not pick back up where they left
+off.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.interrupt_processes">
+<span class="sig-name descname"><span class="pre">interrupt_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">origin</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.interrupt_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes" title="Link to this definition">#</a></dt>
+<dd><p>Interrupts all of the running processes within the subassembly except for the
+process associated with failure that triggers the catastrophic failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>origin</strong> (<a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><em>Subassembly</em></a>) -- The subassembly that triggered the request, if the method call is coming
+from a subassembly shutdown event. If provided, and it is the same as the
+current subassembly, then a try/except flow is used to ensure the process
+that initiated the shutdown is not interrupting itself.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.interrupt_all_subassembly_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes" title="Link to this definition">#</a></dt>
+<dd><p>Thin wrapper for <code class="docutils literal notranslate"><span class="pre">system.interrupt_all_subassembly_processes</span></code>.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.trigger_request">
+<span class="sig-name descname"><span class="pre">trigger_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">action</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.trigger_request"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.trigger_request" title="Link to this definition">#</a></dt>
+<dd><p>Triggers the actual repair or maintenance logic for a failure or maintenance
+event, respectively.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>action</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a><em> | </em><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- The maintenance or failure event that triggers a <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance">
+<span class="sig-name descname"><span class="pre">run_single_maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">maintenance</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.run_single_maintenance"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance" title="Link to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of maintenance request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>maintenance</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a>) -- A maintenance category.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>simpy.events. HOURS_IN_DAY</em> -- Time between maintenance requests.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.subassembly.Subassembly.run_single_failure">
+<span class="sig-name descname"><span class="pre">run_single_failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/subassembly.html#Subassembly.run_single_failure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_failure" title="Link to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of failure repair request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>failure</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- A failure classification.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>simpy.events. HOURS_IN_DAY</em> -- Time between failure events that need to request a repair.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+<section id="module-wombat.windfarm.system.cable">
+<span id="cable-hybrid-system-and-subassembly-model"></span><h2>Cable: Hybrid system and subassembly model<a class="headerlink" href="#module-wombat.windfarm.system.cable" title="Link to this heading">#</a></h2>
+<p>&quot;Defines the Cable class and cable simulations.</p>
+<dl class="py class">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">wombat.windfarm.system.cable.</span></span><span class="sig-name descname"><span class="pre">Cable</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">windfarm</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">env</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">connection_type</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">start_node</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">end_node</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">cable_data</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">name</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable" title="Link to this definition">#</a></dt>
+<dd><p>The cable system/asset class.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>windfarm</strong> (<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code>) -- The <code class="docutils literal notranslate"><span class="pre">Windfarm</span></code> object.</p></li>
+<li><p><strong>env</strong> (<a class="reference internal" href="core.html#wombat.core.environment.WombatEnvironment" title="wombat.core.environment.WombatEnvironment"><em>WombatEnvironment</em></a>) -- The simulation environment.</p></li>
+<li><p><strong>cable_id</strong> (<em>str</em>) -- The unique identifier for the cable.</p></li>
+<li><p><strong>connection_type</strong> (<em>str</em>) -- The type of cable. Must be one of &quot;array&quot; or &quot;export&quot;.</p></li>
+<li><p><strong>start_node</strong> (<em>str</em>) -- The starting point (<code class="docutils literal notranslate"><span class="pre">system.id</span></code>) (turbine or substation) of the cable segment.</p></li>
+<li><p><strong>cable_data</strong> (<em>dict</em>) -- The dictionary defining the cable segment.</p></li>
+<li><p><strong>end_node</strong> (<em>str</em>) -- </p></li>
+<li><p><strong>name</strong> (<em>str</em><em> | </em><em>None</em>) -- </p></li>
+</ul>
+</dd>
+</dl>
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.set_string_details">
+<span class="sig-name descname"><span class="pre">set_string_details</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">start_node</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">substation</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.set_string_details"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.set_string_details" title="Link to this definition">#</a></dt>
+<dd><p>Sets the starting turbine for the string to be used for traversing the
+correct upstream connections when resetting after a failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><ul class="simple">
+<li><p><strong>start_node</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for the starting turbine on a string.</p></li>
+<li><p><strong>substation</strong> (<em>str</em>) -- The <code class="docutils literal notranslate"><span class="pre">System.id</span></code> for the string's connecting substation.</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.finish_setup">
+<span class="sig-name descname"><span class="pre">finish_setup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.finish_setup"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.finish_setup" title="Link to this definition">#</a></dt>
+<dd><p>Creates the <code class="docutils literal notranslate"><span class="pre">upstream_nodes</span></code> and <code class="docutils literal notranslate"><span class="pre">upstream_cables</span></code> attributes for use by
+the cable when triggering usptream failures and resetting them after the repair
+is complete.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable._create_processes">
+<span class="sig-name descname"><span class="pre">_create_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable._create_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable._create_processes" title="Link to this definition">#</a></dt>
+<dd><p>Creates the processes for each of the failure and maintenance types.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Yields<span class="colon">:</span></dt>
+<dd class="field-odd"><p><em>Tuple[Union[str, int], simpy.events.Process]</em> -- Creates a dictionary to keep track of the running processes within the
+subassembly.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.recreate_processes">
+<span class="sig-name descname"><span class="pre">recreate_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.recreate_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.recreate_processes" title="Link to this definition">#</a></dt>
+<dd><p>If a cable is being reset after a replacement, then all processes are
+assumed to be reset to 0, and not pick back up where they left off.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.interrupt_processes">
+<span class="sig-name descname"><span class="pre">interrupt_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.interrupt_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.interrupt_processes" title="Link to this definition">#</a></dt>
+<dd><p>Interrupts all of the running processes within the subassembly except for the
+process associated with failure that triggers the catastrophic failure.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>subassembly</strong> (<a class="reference internal" href="#wombat.windfarm.system.subassembly.Subassembly" title="wombat.windfarm.system.subassembly.Subassembly"><em>Subassembly</em></a>) -- The subassembly that should have all processes interrupted.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes">
+<span class="sig-name descname"><span class="pre">interrupt_all_subassembly_processes</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.interrupt_all_subassembly_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes" title="Link to this definition">#</a></dt>
+<dd><p>Thin wrapper for <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code> for consistent usage with system.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.stop_all_upstream_processes">
+<span class="sig-name descname"><span class="pre">stop_all_upstream_processes</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.stop_all_upstream_processes"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes" title="Link to this definition">#</a></dt>
+<dd><p>Stops all upstream turbines and cables from producing power by creating a
+<code class="docutils literal notranslate"><span class="pre">env.event()</span></code> for each <code class="docutils literal notranslate"><span class="pre">System.cable_failure</span></code> and
+<code class="docutils literal notranslate"><span class="pre">Cable.downstream_failure</span></code>, respectively. In the case of an export cable, each
+string is traversed to stop the substation and upstream turbines and cables.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>failure</strong> (<em>Failre</em>) -- The <code class="docutils literal notranslate"><span class="pre">Failure</span></code> that is causing a string shutdown.</p>
+</dd>
+<dt class="field-even">Return type<span class="colon">:</span></dt>
+<dd class="field-even"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-obj docutils literal notranslate"><span class="pre">None</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.trigger_request">
+<span class="sig-name descname"><span class="pre">trigger_request</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">action</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.trigger_request"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.trigger_request" title="Link to this definition">#</a></dt>
+<dd><p>Triggers the actual repair or maintenance logic for a failure or maintenance
+event, respectively.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>action</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a><em> | </em><a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- The maintenance or failure event that triggers a <code class="docutils literal notranslate"><span class="pre">RepairRequest</span></code>.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.run_single_maintenance">
+<span class="sig-name descname"><span class="pre">run_single_maintenance</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">maintenance</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.run_single_maintenance"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.run_single_maintenance" title="Link to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of maintenance request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>maintenance</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><em>Maintenance</em></a>) -- A maintenance category.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>simpy.events.Timeout</em> -- Time between maintenance requests.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method">
+<dt class="sig sig-object py" id="wombat.windfarm.system.cable.Cable.run_single_failure">
+<span class="sig-name descname"><span class="pre">run_single_failure</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">failure</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../_modules/wombat/windfarm/system/cable.html#Cable.run_single_failure"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#wombat.windfarm.system.cable.Cable.run_single_failure" title="Link to this definition">#</a></dt>
+<dd><p>Runs a process to trigger one type of failure repair request throughout the
+simulation.</p>
+<dl class="field-list simple">
+<dt class="field-odd">Parameters<span class="colon">:</span></dt>
+<dd class="field-odd"><p><strong>failure</strong> (<a class="reference internal" href="types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><em>Failure</em></a>) -- A failure classification.</p>
+</dd>
+<dt class="field-even">Yields<span class="colon">:</span></dt>
+<dd class="field-even"><p><em>simpy.events.Timeout</em> -- Time between failure events that need to request a repair.</p>
+</dd>
+<dt class="field-odd">Return type<span class="colon">:</span></dt>
+<dd class="field-odd"><p><span class="sphinx_autodoc_typehints-type"><code class="xref py py-class docutils literal notranslate"><span class="pre">Generator</span></code></span></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+</section>
+</section>
+
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+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.windfarm">Wind Farm</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm"><code class="docutils literal notranslate"><span class="pre">Windfarm</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_graph_layout"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_graph_layout()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_turbines_and_substations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_cables"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_cables()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix"><code class="docutils literal notranslate"><span class="pre">Windfarm.calculate_distance_matrix()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_substation_turbine_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._create_wind_farm_map"><code class="docutils literal notranslate"><span class="pre">Windfarm._create_wind_farm_map()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.finish_setup"><code class="docutils literal notranslate"><span class="pre">Windfarm.finish_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._setup_logger"><code class="docutils literal notranslate"><span class="pre">Windfarm._setup_logger()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm._log_operations"><code class="docutils literal notranslate"><span class="pre">Windfarm._log_operations()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.system"><code class="docutils literal notranslate"><span class="pre">Windfarm.system()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.cable"><code class="docutils literal notranslate"><span class="pre">Windfarm.cable()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.current_availability"><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing"><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability_wo_servicing</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.system">System: Wind turbine or substation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System"><code class="docutils literal notranslate"><span class="pre">System</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._calculate_system_value"><code class="docutils literal notranslate"><span class="pre">System._calculate_system_value()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._create_subassemblies"><code class="docutils literal notranslate"><span class="pre">System._create_subassemblies()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System._initialize_power_curve"><code class="docutils literal notranslate"><span class="pre">System._initialize_power_curve()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">System.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.operating_level"><code class="docutils literal notranslate"><span class="pre">System.operating_level</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.operating_level_wo_servicing"><code class="docutils literal notranslate"><span class="pre">System.operating_level_wo_servicing</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.system.System.power"><code class="docutils literal notranslate"><span class="pre">System.power()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.subassembly">Subassembly: The modeled components of a system</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly"><code class="docutils literal notranslate"><span class="pre">Subassembly</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly._create_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly._create_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.recreate_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.recreate_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.interrupt_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">Subassembly.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.trigger_request"><code class="docutils literal notranslate"><span class="pre">Subassembly.trigger_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance"><code class="docutils literal notranslate"><span class="pre">Subassembly.run_single_maintenance()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.subassembly.Subassembly.run_single_failure"><code class="docutils literal notranslate"><span class="pre">Subassembly.run_single_failure()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#module-wombat.windfarm.system.cable">Cable: Hybrid system and subassembly model</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable"><code class="docutils literal notranslate"><span class="pre">Cable</span></code></a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.set_string_details"><code class="docutils literal notranslate"><span class="pre">Cable.set_string_details()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.finish_setup"><code class="docutils literal notranslate"><span class="pre">Cable.finish_setup()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable._create_processes"><code class="docutils literal notranslate"><span class="pre">Cable._create_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.recreate_processes"><code class="docutils literal notranslate"><span class="pre">Cable.recreate_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.interrupt_processes"><code class="docutils literal notranslate"><span class="pre">Cable.interrupt_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes"><code class="docutils literal notranslate"><span class="pre">Cable.interrupt_all_subassembly_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes"><code class="docutils literal notranslate"><span class="pre">Cable.stop_all_upstream_processes()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.trigger_request"><code class="docutils literal notranslate"><span class="pre">Cable.trigger_request()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.run_single_maintenance"><code class="docutils literal notranslate"><span class="pre">Cable.run_single_maintenance()</span></code></a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat.windfarm.system.cable.Cable.run_single_failure"><code class="docutils literal notranslate"><span class="pre">Cable.run_single_failure()</span></code></a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+  </nav></div>
+
+</div></div>
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+          <footer class="bd-footer-content">
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+<div class="bd-footer-content__inner container">
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+    
+<p class="component-author">
+By Rob Hammond
+</p>
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+    
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+  <p class="copyright">
+    
+      © Copyright 2021 Alliance for Sustainable Energy, LLC.
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diff --git a/_downloads/30aaf67e9b6bf27387b51f7cf6267503/operations_and_maintenance_model_FY20.pdf b/_downloads/30aaf67e9b6bf27387b51f7cf6267503/operations_and_maintenance_model_FY20.pdf
new file mode 100644
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diff --git a/_downloads/a10d3e8d99c36b7c62a9aff85058bb48/code_comparison.pdf b/_downloads/a10d3e8d99c36b7c62a9aff85058bb48/code_comparison.pdf
new file mode 100644
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dy="10">operations_management_administration: float</tspan><tspan x="5" dy="10">project_management_administration: float</tspan><tspan x="5" dy="10">storm_coverage: float</tspan><tspan x="5" dy="10">submerge_land_lease_costs: float</tspan><tspan x="5" dy="10">third_party_liability: float</tspan><tspan x="5" dy="10">transmission_charges_rights: float</tspan><tspan x="5" dy="10">weather_forecasting: float</tspan><tspan x="5" dy="10">hierarchy: dict</tspan><tspan x="5" dy="10">resolution: dict</tspan></text><line x1="0" y1="237" y2="237" x2="264.28125"></line><text x="5" y="252" fill="white" class="classText"><tspan x="5">cost_category_validator(name: str, sub_name: list[str])</tspan></text></g><g id="classid-Port-11" class="classGroup" transform="translate(1829.65234375,526.25 )"><rect x="0" y="0" width="433.421875" height="188.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="206.828125">Port</tspan></text><line x1="0" y1="21" y2="21" x2="433.421875"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">manager: RepairManager</tspan><tspan x="5" dy="10">windfarm: Windfarm</tspan><tspan x="5" dy="10">settings: PortConfig</tspan><tspan x="5" dy="10">turbine_manager: simpy.Resource</tspan><tspan x="5" dy="10">crew_manager: simpy.Resource</tspan><tspan x="5" dy="10">tugboat_manager: simpy.Resource</tspan><tspan x="5" dy="10">active_repairs: dict[str, dict[str, simpy.events.Event]]</tspan></text><line x1="0" y1="107.0625" y2="107.0625" x2="433.421875"></line><text x="5" y="122.0625" fill="white" class="classText"><tspan x="5">wait_until_next_shift()</tspan><tspan x="5" dy="10">proces_repair(request: RepairRequest, time_processed: float, prior_operational_level: float)</tspan><tspan x="5" dy="10">repair_single(request: RepairRequest)</tspan><tspan x="5" dy="10">transfer_requests_from_manager(system_id: str)</tspan><tspan x="5" dy="10">run_repairs(system_id: str)</tspan><tspan x="5" 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dy="10">current_system: bool</tspan></text><line x1="0" y1="127.125" y2="127.125" x2="473.15625"></line><text x="5" y="142.125" fill="white" class="classText"><tspan x="5">calculate_equipment_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_hourly_cost(duration: float)</tspan><tspan x="5" dy="10">calculate_salary_cost(duration: float)</tspan><tspan x="5" dy="10">find_interrupted_weather_window(hours_required: float)</tspan><tspan x="5" dy="10">find_uninterrupted_weather_window(hours_required: float)</tspan><tspan x="5" dy="10">run_scheduled()</tspan><tspan x="5" dy="10">run_unscheduled()</tspan><tspan x="5" dy="10">mobilize()</tspan><tspan x="5" dy="10">mobilize_scheduled()</tspan><tspan x="5" dy="10">weather_delay(hours: float)</tspan><tspan x="5" dy="10">wait_until_next_shift()</tspan><tspan x="5" dy="10">wait_until_next_operational_period()</tspan><tspan x="5" dy="10">proces_repair(request: RepairRequest, time_processed: float, prior_operational_level: float)</tspan><tspan x="5" dy="10">crew_transfer(system: System, subassembly: Subassembly, requests: RepairRequest, to_system: bool)</tspan><tspan x="5" dy="10">repair(hours: float, request_details: Failure | Maintenance)</tspan><tspan x="5" dy="10">travel(start: str, end: str, set_current: str)</tspan></text></g><g id="classid-Windfarm-13" class="classGroup" transform="translate(515.76171875,764.40625 )"><rect x="0" y="0" width="193.53125" height="188.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="74.0546875">Windfarm</tspan></text><line x1="0" y1="21" y2="21" x2="193.53125"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">env: WombatEnvironment</tspan><tspan x="5" dy="10">windfarm_layout: str</tspan><tspan x="5" dy="10">repair_manager: RepairManager</tspan><tspan x="5" dy="10">capacity: float</tspan><tspan x="5" dy="10">graph: networkx.DiGraph</tspan><tspan x="5" dy="10">system_list: list[str]</tspan><tspan x="5" dy="10">substation_id: 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new file mode 100644
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x="5" dy="10">yaw_system: Subasembly</tspan><tspan x="5" dy="10">transformer: Subasembly</tspan></text><line x1="0" y1="267.125" y2="267.125" x2="200.453125"></line><text x="5" y="282.125" fill="white" class="classText"><tspan x="5">power(windspeed: float | numpy.ndaray)</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Subassembly-3" class="classGroup" transform="translate(1277.5859375,1242.625 )"><rect x="0" y="0" width="252.546875" height="158.21875" class=" "></rect><text y="15" x="0"><tspan class="title" x="96.6640625">Subassembly</tspan></text><line x1="0" y1="21.0625" y2="21.0625" x2="252.546875"></line><text x="5" y="31.0625" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: bool</tspan><tspan x="5" dy="10">operating_level: float</tspan><tspan x="5" dy="10">turbine: System</tspan><tspan x="5" dy="10">processes: dict</tspan></text><line x1="0" y1="107.125" y2="107.125" x2="252.546875"></line><text x="5" y="122.125" fill="white" class="classText"><tspan x="5">run_single_failure(failure: Failure)</tspan><tspan x="5" dy="10">run_single_maintenance(maintenance: Maintenance)</tspan><tspan x="5" dy="10">interrupt_processes()</tspan><tspan x="5" dy="10">interrupt_all_subassembly_processes()</tspan></text></g><g id="classid-Cable-4" class="classGroup" transform="translate(957.609375,854.4375 )"><rect x="0" y="0" width="252.546875" height="238.15625" class=" "></rect><text y="15" x="0"><tspan class="title" x="113.2890625">Cable</tspan></text><line x1="0" y1="21" y2="21" x2="252.546875"></line><text x="5" y="31" fill="white" class="classText"><tspan x="5">id: str</tspan><tspan x="5" dy="10">name: str</tspan><tspan x="5" dy="10">env: WombatEnvironment</tspan><tspan x="5" dy="10">data: SubassemblyData</tspan><tspan x="5" dy="10">broken: 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diff --git a/_modules/index.html b/_modules/index.html
new file mode 100644
index 00000000..92d67d46
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+<li class="toctree-l2"><a class="reference internal" href="../API/types.html">Data Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../API/core.html">Simulation Core Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../API/windfarm.html">Wind Farm Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="../API/utilities.html">Helpers and Plotting</a></li>
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+  <div class="sidebar-primary-items__end sidebar-primary__section">
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+  
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+      
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+>
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+
+</button>
+
+
+
+<script>
+document.write(`
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+    <span class="theme-switch nav-link" data-mode="dark"><i class="fa-solid fa-moon fa-lg"></i></span>
+    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  </button>
+`);
+</script>
+
+
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+document.write(`
+  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass fa-lg"></i>
+  </button>
+`);
+</script>
+
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+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1></h1>
+    <!-- Table of contents -->
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+        <div id="jb-print-toc">
+            
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <h1>All modules for which code is available</h1>
+<ul><li><a href="wombat/core/data_classes.html">wombat.core.data_classes</a></li>
+<li><a href="wombat/core/environment.html">wombat.core.environment</a></li>
+<li><a href="wombat/core/port.html">wombat.core.port</a></li>
+<li><a href="wombat/core/post_processor.html">wombat.core.post_processor</a></li>
+<li><a href="wombat/core/repair_management.html">wombat.core.repair_management</a></li>
+<li><a href="wombat/core/service_equipment.html">wombat.core.service_equipment</a></li>
+<li><a href="wombat/core/simulation_api.html">wombat.core.simulation_api</a></li>
+<li><a href="wombat/utilities/logging.html">wombat.utilities.logging</a></li>
+<li><a href="wombat/utilities/plot.html">wombat.utilities.plot</a></li>
+<li><a href="wombat/utilities/time.html">wombat.utilities.time</a></li>
+<li><a href="wombat/utilities/utilities.html">wombat.utilities.utilities</a></li>
+<li><a href="wombat/windfarm/system/cable.html">wombat.windfarm.system.cable</a></li>
+<li><a href="wombat/windfarm/system/subassembly.html">wombat.windfarm.system.subassembly</a></li>
+<li><a href="wombat/windfarm/system/system.html">wombat.windfarm.system.system</a></li>
+<li><a href="wombat/windfarm/windfarm.html">wombat.windfarm.windfarm</a></li>
+</ul>
+
+                </article>
+              
+
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+<div class="bd-footer-content__inner container">
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+    
+
+  <p class="copyright">
+    
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diff --git a/_modules/wombat/core/data_classes.html b/_modules/wombat/core/data_classes.html
new file mode 100644
index 00000000..5b2c1d43
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@@ -0,0 +1,2615 @@
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+                <article class="bd-article">
+                  
+  <h1>Source code for wombat.core.data_classes</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Turbine and turbine component shared utilities.&quot;&quot;&quot;</span>
+
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">datetime</span>
+<span class="kn">from</span> <span class="nn">math</span> <span class="kn">import</span> <span class="n">fsum</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">partial</span><span class="p">,</span> <span class="n">update_wrapper</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Sequence</span>
+
+<span class="kn">import</span> <span class="nn">attr</span>
+<span class="kn">import</span> <span class="nn">attrs</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">from</span> <span class="nn">attrs</span> <span class="kn">import</span> <span class="n">Factory</span><span class="p">,</span> <span class="n">Attribute</span><span class="p">,</span> <span class="n">field</span><span class="p">,</span> <span class="n">define</span>
+
+<span class="kn">from</span> <span class="nn">wombat.utilities.time</span> <span class="kn">import</span> <span class="n">HOURS_IN_DAY</span><span class="p">,</span> <span class="n">HOURS_IN_YEAR</span><span class="p">,</span> <span class="n">parse_date</span>
+
+
+<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">ServiceEquipment</span>
+
+
+<span class="c1"># Define the valid servicing equipment types</span>
+<span class="n">VALID_EQUIPMENT</span> <span class="o">=</span> <span class="p">(</span>
+    <span class="s2">&quot;CTV&quot;</span><span class="p">,</span>  <span class="c1"># Crew tranfer vessel or onsite vehicle</span>
+    <span class="s2">&quot;SCN&quot;</span><span class="p">,</span>  <span class="c1"># Small crane</span>
+    <span class="s2">&quot;LCN&quot;</span><span class="p">,</span>  <span class="c1"># Large crane</span>
+    <span class="s2">&quot;CAB&quot;</span><span class="p">,</span>  <span class="c1"># Cabling equipment</span>
+    <span class="s2">&quot;RMT&quot;</span><span class="p">,</span>  <span class="c1"># Remote reset or anything performed remotely</span>
+    <span class="s2">&quot;DRN&quot;</span><span class="p">,</span>  <span class="c1"># Drone</span>
+    <span class="s2">&quot;DSV&quot;</span><span class="p">,</span>  <span class="c1"># Diving support vessel</span>
+    <span class="s2">&quot;TOW&quot;</span><span class="p">,</span>  <span class="c1"># Tugboat or support vessel for moving a turbine to a repair facility</span>
+    <span class="s2">&quot;AHV&quot;</span><span class="p">,</span>  <span class="c1"># Anchor handling vessel, typically a tugboat, w/o trigger tow-to-port</span>
+<span class="p">)</span>
+
+<span class="c1"># Define the valid unscheduled and valid strategies</span>
+<span class="n">UNSCHEDULED_STRATEGIES</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;requests&quot;</span><span class="p">,</span> <span class="s2">&quot;downtime&quot;</span><span class="p">)</span>
+<span class="n">VALID_STRATEGIES</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">([</span><span class="s2">&quot;scheduled&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="nb">list</span><span class="p">(</span><span class="n">UNSCHEDULED_STRATEGIES</span><span class="p">))</span>
+
+
+<span class="k">def</span> <span class="nf">convert_to_list</span><span class="p">(</span>
+    <span class="n">value</span><span class="p">:</span> <span class="n">Sequence</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="n">manipulation</span><span class="p">:</span> <span class="n">Callable</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Convert an unknown element that could be a list or single, non-sequence element</span>
+<span class="sd">    to a list of elements.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    value : Sequence | str | int | float</span>
+<span class="sd">        The unknown element to be converted to a list of element(s).</span>
+<span class="sd">    manipulation: Callable | None</span>
+<span class="sd">        A function to be performed upon the individual elements, by default None.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    list</span>
+<span class="sd">        The new list of elements.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">)):</span>
+        <span class="n">value</span> <span class="o">=</span> <span class="p">[</span><span class="n">value</span><span class="p">]</span>
+    <span class="k">if</span> <span class="n">manipulation</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">return</span> <span class="p">[</span><span class="n">manipulation</span><span class="p">(</span><span class="n">el</span><span class="p">)</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">value</span><span class="p">]</span>
+    <span class="k">return</span> <span class="nb">list</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+
+
+<span class="n">convert_to_list_upper</span> <span class="o">=</span> <span class="n">partial</span><span class="p">(</span><span class="n">convert_to_list</span><span class="p">,</span> <span class="n">manipulation</span><span class="o">=</span><span class="nb">str</span><span class="o">.</span><span class="n">upper</span><span class="p">)</span>
+<span class="n">update_wrapper</span><span class="p">(</span><span class="n">convert_to_list_upper</span><span class="p">,</span> <span class="n">convert_to_list</span><span class="p">)</span>
+
+<span class="n">convert_to_list_lower</span> <span class="o">=</span> <span class="n">partial</span><span class="p">(</span><span class="n">convert_to_list</span><span class="p">,</span> <span class="n">manipulation</span><span class="o">=</span><span class="nb">str</span><span class="o">.</span><span class="n">lower</span><span class="p">)</span>
+<span class="n">update_wrapper</span><span class="p">(</span><span class="n">convert_to_list_lower</span><span class="p">,</span> <span class="n">convert_to_list</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">clean_string_input</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Convert a string to lower case and and removes leading and trailing white spaces.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    value: str</span>
+<span class="sd">        The user input string.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str</span>
+<span class="sd">        value.lower().strip()</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">value</span>
+    <span class="k">return</span> <span class="n">value</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+
+
+<span class="k">def</span> <span class="nf">annual_date_range</span><span class="p">(</span>
+    <span class="n">start_day</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">end_day</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">start_month</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">end_month</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Create a series of date ranges across multiple years between the starting date</span>
+<span class="sd">    and ending date for each year from starting year to ending year. Will only work if</span>
+<span class="sd">    the end year is the same as the starting year or later, and the ending month, day</span>
+<span class="sd">    combinatoion is after the starting month, day combination.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    start_day : int</span>
+<span class="sd">        Starting day of the month.</span>
+<span class="sd">    end_day : int</span>
+<span class="sd">        Ending day of the month.</span>
+<span class="sd">    start_month : int</span>
+<span class="sd">        Starting month.</span>
+<span class="sd">    end_month : int</span>
+<span class="sd">        Ending month.</span>
+<span class="sd">    start_year : int</span>
+<span class="sd">        First year of the date range.</span>
+<span class="sd">    end_year : int</span>
+<span class="sd">        Last year of the date range.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError: Raised if the ending month, day combination occur after the starting</span>
+<span class="sd">        month, day combination.</span>
+<span class="sd">    ValueError: Raised if the ending year is prior to the starting year.</span>
+
+<span class="sd">    Yields</span>
+<span class="sd">    ------</span>
+<span class="sd">    np.ndarray</span>
+<span class="sd">        A ``numpy.ndarray`` of ``datetime.date`` objects.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># Check the year bounds</span>
+    <span class="k">if</span> <span class="n">end_year</span> <span class="o">&lt;</span> <span class="n">start_year</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;The end_year (</span><span class="si">{</span><span class="n">start_year</span><span class="si">}</span><span class="s2">) is later than the start_year (</span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">).&quot;</span>
+        <span class="p">)</span>
+
+    <span class="c1"># Check the month, date combination bounds</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="mi">2022</span><span class="p">,</span> <span class="n">start_month</span><span class="p">,</span> <span class="n">start_day</span><span class="p">)</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="mi">2022</span><span class="p">,</span> <span class="n">end_month</span><span class="p">,</span> <span class="n">end_day</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">end</span> <span class="o">&lt;</span> <span class="n">start</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;The starting month/day combination: </span><span class="si">{</span><span class="n">start</span><span class="si">}</span><span class="s2">, is after the ending: </span><span class="si">{</span><span class="n">end</span><span class="si">}</span><span class="s2">.&quot;</span>
+        <span class="p">)</span>
+
+    <span class="c1"># Create a list of arrays of date ranges for each year</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">start_month</span><span class="p">,</span> <span class="n">start_day</span><span class="p">)</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">end_month</span><span class="p">,</span> <span class="n">end_day</span><span class="p">)</span>
+    <span class="n">date_ranges</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span><span class="n">start</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">year</span><span class="o">=</span><span class="n">year</span><span class="p">),</span> <span class="n">end</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">year</span><span class="o">=</span><span class="n">year</span><span class="p">))</span><span class="o">.</span><span class="n">date</span>
+        <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">start_year</span><span class="p">,</span> <span class="n">end_year</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="p">]</span>
+
+    <span class="c1"># Return a 1-D array</span>
+    <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">hstack</span><span class="p">(</span><span class="n">date_ranges</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">annualized_date_range</span><span class="p">(</span>
+    <span class="n">start_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">,</span>
+    <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+    <span class="n">end_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">,</span>
+    <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Create an annualized list of dates based on the simulation years.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    start_date : str</span>
+<span class="sd">        The string start month and day in MM/DD or MM-DD format.</span>
+<span class="sd">    start_year : int</span>
+<span class="sd">        The starting year in YYYY format.</span>
+<span class="sd">    end_date : str</span>
+<span class="sd">        The string end month and day in MM/DD or MM-DD format.</span>
+<span class="sd">    end_year : int</span>
+<span class="sd">        The ending year in YYYY format.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    set[datetime.datetime]</span>
+<span class="sd">        The set of dates the servicing equipment is available for operations.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">additional</span> <span class="o">=</span> <span class="mi">1</span> <span class="k">if</span> <span class="n">end_date</span> <span class="o">&lt;</span> <span class="n">start_date</span> <span class="k">else</span> <span class="mi">0</span>
+    <span class="n">date_list</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span>
+            <span class="n">start_date</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">year</span><span class="o">=</span><span class="n">year</span><span class="p">),</span>
+            <span class="n">end_date</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">year</span><span class="o">=</span><span class="n">year</span> <span class="o">+</span> <span class="n">additional</span><span class="p">),</span>
+            <span class="n">freq</span><span class="o">=</span><span class="s2">&quot;D&quot;</span><span class="p">,</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">date</span>
+        <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">start_year</span> <span class="o">-</span> <span class="n">additional</span><span class="p">,</span> <span class="n">end_year</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="p">]</span>
+    <span class="n">dates</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">hstack</span><span class="p">(</span><span class="n">date_list</span><span class="p">)</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">(</span><span class="n">start_year</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">date</span><span class="p">(</span><span class="n">end_year</span><span class="p">,</span> <span class="mi">12</span><span class="p">,</span> <span class="mi">31</span><span class="p">)</span>
+    <span class="n">dates</span> <span class="o">=</span> <span class="n">dates</span><span class="p">[(</span><span class="n">dates</span> <span class="o">&gt;=</span> <span class="n">start</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">dates</span> <span class="o">&lt;=</span> <span class="n">end</span><span class="p">)]</span>
+    <span class="k">return</span> <span class="n">dates</span>
+
+
+<span class="k">def</span> <span class="nf">convert_ratio_to_absolute</span><span class="p">(</span><span class="n">ratio</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span> <span class="n">total</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Convert a proportional cost to an absolute cost.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    ratio : int | float</span>
+<span class="sd">        The proportional materials cost for a ``Maintenance`` or ``Failure``.</span>
+<span class="sd">    total: int | float</span>
+<span class="sd">        The turbine&#39;s replacement cost.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    int | float</span>
+<span class="sd">        The absolute cost of the materials.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">ratio</span> <span class="o">&lt;=</span> <span class="mi">1</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">ratio</span> <span class="o">*</span> <span class="n">total</span>
+    <span class="k">return</span> <span class="n">ratio</span>
+
+
+<span class="k">def</span> <span class="nf">check_start_stop_dates</span><span class="p">(</span>
+    <span class="n">instance</span><span class="p">:</span> <span class="n">Any</span><span class="p">,</span> <span class="n">attribute</span><span class="p">:</span> <span class="n">attr</span><span class="o">.</span><span class="n">Attribute</span><span class="p">,</span> <span class="n">value</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Ensure the date range start and stop points are not the same.&quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">attribute</span><span class="o">.</span><span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;non_operational_end&quot;</span><span class="p">:</span>
+        <span class="n">start_date</span> <span class="o">=</span> <span class="n">instance</span><span class="o">.</span><span class="n">non_operational_start</span>
+        <span class="n">start_name</span> <span class="o">=</span> <span class="s2">&quot;non_operational_start&quot;</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">start_date</span> <span class="o">=</span> <span class="n">instance</span><span class="o">.</span><span class="n">reduced_speed_start</span>
+        <span class="n">start_name</span> <span class="o">=</span> <span class="s2">&quot;reduced_speed_start&quot;</span>
+
+    <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">start_date</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="s2">&quot;A starting date was provided, but no ending date was provided&quot;</span>
+            <span class="sa">f</span><span class="s2">&quot; for `</span><span class="si">{</span><span class="n">attribute</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">`.&quot;</span>
+        <span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">start_date</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="s2">&quot;An ending date was provided, but no starting date was provided&quot;</span>
+            <span class="sa">f</span><span class="s2">&quot; for `</span><span class="si">{</span><span class="n">start_name</span><span class="si">}</span><span class="s2">`.&quot;</span>
+        <span class="p">)</span>
+
+    <span class="k">if</span> <span class="n">start_date</span> <span class="o">==</span> <span class="n">value</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;Starting date (`</span><span class="si">{</span><span class="n">start_name</span><span class="si">}</span><span class="s2">`=</span><span class="si">{</span><span class="n">start_date</span><span class="si">}</span><span class="s2"> and ending date&quot;</span>
+            <span class="sa">f</span><span class="s2">&quot; (`</span><span class="si">{</span><span class="n">attribute</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">`=</span><span class="si">{</span><span class="n">value</span><span class="si">}</span><span class="s2">) cannot be the same date.&quot;</span>
+        <span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">valid_hour</span><span class="p">(</span>
+    <span class="n">instance</span><span class="p">:</span> <span class="n">Any</span><span class="p">,</span>
+    <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span>
+    <span class="n">value</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Validate that the input is a valid time or null value (-1).</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    instance : Any</span>
+<span class="sd">        A class object.</span>
+<span class="sd">    attribute : Attribute</span>
+<span class="sd">        The attribute being validated.</span>
+<span class="sd">    value : int</span>
+<span class="sd">        A whole number, hour of the day or -1 (null), where 24 indicates end of the day.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if ``value`` is not between -1 and 24, inclusive.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
+        <span class="k">pass</span>
+    <span class="k">elif</span> <span class="n">value</span> <span class="o">&lt;</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">value</span> <span class="o">&gt;</span> <span class="mi">24</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Input </span><span class="si">{</span><span class="n">attribute</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> must be between 0 and 24, inclusive.&quot;</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">valid_reduction</span><span class="p">(</span>
+    <span class="n">instance</span><span class="p">,</span>
+    <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span>
+    <span class="n">value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Check to see if the reduction factor is between 0 and 1, inclusive.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    value : int | float</span>
+<span class="sd">        The input value for `speed_reduction_factor`.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="o">&lt;</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">value</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;Input for </span><span class="si">{</span><span class="n">attribute</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">&#39;s `speed_reduction_factor` must be between&quot;</span>
+            <span class="s2">&quot; 0 and 1, inclusive.&quot;</span>
+        <span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">greater_than_zero</span><span class="p">(</span>
+    <span class="n">instance</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+    <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+    <span class="n">value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Check if an input is greater than 0.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    instance : Any</span>
+<span class="sd">        The class containing the attribute to be checked.</span>
+<span class="sd">    attribute : Attribute</span>
+<span class="sd">        The attribute&#39;s properties.</span>
+<span class="sd">    value : int | float</span>
+<span class="sd">        The user-input value for the ``attribute``.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if ``value`` is less than or equal to zero.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Input must be greater than 0.&quot;</span><span class="p">)</span>
+
+
+<span class="k">def</span> <span class="nf">greater_than_equal_to_zero</span><span class="p">(</span>
+    <span class="n">instance</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+    <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+    <span class="n">value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Check if an input is at least 0.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    instance : Any</span>
+<span class="sd">        The class containing the attribute to be checked.</span>
+<span class="sd">    attribute : Attribute</span>
+<span class="sd">        The attribute&#39;s properties.</span>
+<span class="sd">    value : int | float</span>
+<span class="sd">        The user-input value for the ``attribute``.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if ``value`` is less than or equal to zero.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Input must be at least 0.&quot;</span><span class="p">)</span>
+
+
+<div class="viewcode-block" id="FromDictMixin">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.FromDictMixin">[docs]</a>
+<span class="nd">@define</span>
+<span class="k">class</span> <span class="nc">FromDictMixin</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;A Mixin class to allow for kwargs overloading when a data class doesn&#39;t</span>
+<span class="sd">    have a specific parameter definied. This allows passing of larger dictionaries</span>
+<span class="sd">    to a data class without throwing an error.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    AttributeError</span>
+<span class="sd">        Raised if the required class inputs are not provided.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+<div class="viewcode-block" id="FromDictMixin.from_dict">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.FromDictMixin.from_dict">[docs]</a>
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_dict</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">data</span><span class="p">:</span> <span class="nb">dict</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Map a data dictionary to an `attrs`-defined class.</span>
+
+<span class="sd">        TODO: Add an error to ensure that either none or all the parameters are passed</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">            data : dict</span>
+<span class="sd">                The data dictionary to be mapped.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">            cls : Any</span>
+<span class="sd">                The `attrs`-defined class.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="s2">&quot;__attrs_attrs__&quot;</span><span class="p">)</span>
+        <span class="c1"># Get all parameters from the input dictionary that map to the class init</span>
+        <span class="n">kwargs</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">a</span><span class="o">.</span><span class="n">name</span><span class="p">:</span> <span class="n">data</span><span class="p">[</span><span class="n">a</span><span class="o">.</span><span class="n">name</span><span class="p">]</span>
+            <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="bp">cls</span><span class="o">.</span><span class="n">__attrs_attrs__</span>
+            <span class="k">if</span> <span class="n">a</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">data</span> <span class="ow">and</span> <span class="n">a</span><span class="o">.</span><span class="n">init</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Map the inputs that must be provided:</span>
+        <span class="c1"># 1) must be initialized</span>
+        <span class="c1"># 2) no default value defined</span>
+        <span class="n">required_inputs</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">a</span><span class="o">.</span><span class="n">name</span>
+            <span class="k">for</span> <span class="n">a</span> <span class="ow">in</span> <span class="bp">cls</span><span class="o">.</span><span class="n">__attrs_attrs__</span>
+            <span class="k">if</span> <span class="n">a</span><span class="o">.</span><span class="n">init</span> <span class="ow">and</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">a</span><span class="o">.</span><span class="n">default</span><span class="p">,</span> <span class="n">attr</span><span class="o">.</span><span class="n">_make</span><span class="o">.</span><span class="n">_Nothing</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+        <span class="p">]</span>
+        <span class="n">undefined</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">required_inputs</span><span class="p">)</span> <span class="o">-</span> <span class="nb">set</span><span class="p">(</span><span class="n">kwargs</span><span class="p">))</span>
+        <span class="k">if</span> <span class="n">undefined</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">AttributeError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;The class defintion for </span><span class="si">{</span><span class="bp">cls</span><span class="o">.</span><span class="vm">__name__</span><span class="si">}</span><span class="s2"> is missing the following&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; inputs: </span><span class="si">{</span><span class="n">undefined</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span></div>
+</div>
+
+
+
+<div class="viewcode-block" id="Maintenance">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.Maintenance">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">Maintenance</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Data class to store maintenance data used in subassembly and cable modeling.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    time : float</span>
+<span class="sd">        Amount of time required to perform maintenance, in hours.</span>
+<span class="sd">    materials : float</span>
+<span class="sd">        Cost of materials required to perform maintenance, in USD.</span>
+<span class="sd">    frequency : float</span>
+<span class="sd">        Optimal number of days between performing maintenance, in days.</span>
+<span class="sd">    service_equipment: list[str] | str</span>
+<span class="sd">        Any combination of th following ``Equipment.capability`` options.</span>
+
+<span class="sd">        - RMT: remote (no actual equipment BUT no special implementation)</span>
+<span class="sd">        - DRN: drone</span>
+<span class="sd">        - CTV: crew transfer vessel/vehicle</span>
+<span class="sd">        - SCN: small crane (i.e., field support vessel)</span>
+<span class="sd">        - LCN: large crane (i.e., heavy lift vessel)</span>
+<span class="sd">        - CAB: cabling vessel/vehicle</span>
+<span class="sd">        - DSV: diving support vessel</span>
+<span class="sd">        - TOW: tugboat or towing equipment</span>
+<span class="sd">        - AHV: anchor handling vessel (tugboat that doesn&#39;t trigger tow-to-port)</span>
+<span class="sd">    system_value : Union[int, float]</span>
+<span class="sd">        Turbine replacement value. Used if the materials cost is a proportional cost.</span>
+<span class="sd">    description : str</span>
+<span class="sd">        A short text description to be used for logging.</span>
+<span class="sd">    operation_reduction : float</span>
+<span class="sd">        Performance reduction caused by the failure, between (0, 1]. Defaults to 0.</span>
+
+<span class="sd">        .. warning:: As of v0.7, availability is very sensitive to the usage of this</span>
+<span class="sd">            parameter, and so it should be used carefully.</span>
+
+<span class="sd">    level : int, optional</span>
+<span class="sd">        Severity level of the maintenance. Defaults to 0.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">time</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">materials</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">frequency</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">service_equipment</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list_upper</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">deep_iterable</span><span class="p">(</span>
+            <span class="n">member_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">VALID_EQUIPMENT</span><span class="p">),</span>
+            <span class="n">iterable_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span>
+        <span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">system_value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">description</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="s2">&quot;routine maintenance&quot;</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">operation_reduction</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">level</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">replacement</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convert frequency to hours (simulation time scale) and the equipment</span>
+<span class="sd">        requirement to a list.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;frequency&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">frequency</span> <span class="o">*</span> <span class="n">HOURS_IN_DAY</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;materials&quot;</span><span class="p">,</span>
+            <span class="n">convert_ratio_to_absolute</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">materials</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_value</span><span class="p">),</span>
+        <span class="p">)</span>
+
+<div class="viewcode-block" id="Maintenance.assign_id">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.Maintenance.assign_id">[docs]</a>
+    <span class="k">def</span> <span class="nf">assign_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Assign a unique identifier to the request.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request_id : str</span>
+<span class="sd">            The ``wombat.core.RepairManager`` generated identifier.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="n">request_id</span><span class="p">)</span></div>
+</div>
+
+
+
+<div class="viewcode-block" id="Failure">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.Failure">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">Failure</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Data class to store failure data used in subassembly and cable modeling.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    scale : float</span>
+<span class="sd">        Weibull scale parameter for a failure classification.</span>
+<span class="sd">    shape : float</span>
+<span class="sd">        Weibull shape parameter for a failure classification.</span>
+<span class="sd">    time : float</span>
+<span class="sd">        Amount of time required to complete the repair, in hours.</span>
+<span class="sd">    materials : float</span>
+<span class="sd">        Cost of the materials required to complete the repair, in $USD.</span>
+<span class="sd">    operation_reduction : float</span>
+<span class="sd">        Performance reduction caused by the failure, between (0, 1].</span>
+
+<span class="sd">        .. warning:: As of v0.7, availability is very sensitive to the usage of this</span>
+<span class="sd">            parameter, and so it should be used carefully.</span>
+
+<span class="sd">    level : int, optional</span>
+<span class="sd">        Level of severity, will be generated in the ``ComponentData.create_severities``</span>
+<span class="sd">        method.</span>
+<span class="sd">    service_equipment: list[str] | str</span>
+<span class="sd">        Any combination of the following ``Equipment.capability`` options:</span>
+
+<span class="sd">        - RMT: remote (no actual equipment BUT no special implementation)</span>
+<span class="sd">        - DRN: drone</span>
+<span class="sd">        - CTV: crew transfer vessel/vehicle</span>
+<span class="sd">        - SCN: small crane (i.e., field support vessel)</span>
+<span class="sd">        - LCN: large crane (i.e., heavy lift vessel)</span>
+<span class="sd">        - CAB: cabling vessel/vehicle</span>
+<span class="sd">        - DSV: diving support vessel</span>
+<span class="sd">        - TOW: tugboat or towing equipment</span>
+<span class="sd">        - AHV: anchor handling vessel (tugboat that doesn&#39;t trigger tow-to-port)</span>
+<span class="sd">    system_value : Union[int, float]</span>
+<span class="sd">        Turbine replacement value. Used if the materials cost is a proportional cost.</span>
+<span class="sd">    replacement : bool</span>
+<span class="sd">        True if triggering the failure requires a subassembly replacement, False, if</span>
+<span class="sd">        only a repair is necessary. Defaults to False</span>
+<span class="sd">    description : str</span>
+<span class="sd">        A short text description to be used for logging.</span>
+<span class="sd">    rng : np.random._generator.Generator</span>
+
+<span class="sd">        .. note:: Do not provide this, it comes from</span>
+<span class="sd">            :py:class:`wombat.core.environment.WombatEnvironment`</span>
+
+<span class="sd">        The shared random generator used for the Weibull sampling. This is fed through</span>
+<span class="sd">        the simulation environment to ensure consistent seeding between simulations.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">scale</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">shape</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">time</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">materials</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">operation_reduction</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">level</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">service_equipment</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list_upper</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">deep_iterable</span><span class="p">(</span>
+            <span class="n">member_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">VALID_EQUIPMENT</span><span class="p">),</span>
+            <span class="n">iterable_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span>
+        <span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">system_value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">rng</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">eq</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span><span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">replacement</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">bool</span><span class="p">)</span>
+    <span class="n">description</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="s2">&quot;failure&quot;</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create the actual Weibull distribution and converts equipment requirements</span>
+<span class="sd">        to a list.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;service_equipment&quot;</span><span class="p">,</span>
+            <span class="n">convert_to_list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">,</span> <span class="nb">str</span><span class="o">.</span><span class="n">upper</span><span class="p">),</span>
+        <span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;materials&quot;</span><span class="p">,</span>
+            <span class="n">convert_ratio_to_absolute</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">materials</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_value</span><span class="p">),</span>
+        <span class="p">)</span>
+
+<div class="viewcode-block" id="Failure.hours_to_next_failure">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.Failure.hours_to_next_failure">[docs]</a>
+    <span class="k">def</span> <span class="nf">hours_to_next_failure</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Sample the next time to failure in a Weibull distribution. If the ``scale``</span>
+<span class="sd">        and ``shape`` parameters are set to 0, then the model will return ``None`` to</span>
+<span class="sd">        cause the subassembly to timeout to the end of the simulation.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | None</span>
+<span class="sd">            Returns ``None`` for a non-modelled failure, or the time until the next</span>
+<span class="sd">            simulated failure.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">scale</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">shape</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">rng</span><span class="o">.</span><span class="n">weibull</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">shape</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">1</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">scale</span> <span class="o">*</span> <span class="n">HOURS_IN_YEAR</span></div>
+
+
+<div class="viewcode-block" id="Failure.assign_id">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.Failure.assign_id">[docs]</a>
+    <span class="k">def</span> <span class="nf">assign_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Assign a unique identifier to the request.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request_id : str</span>
+<span class="sd">            The ``wombat.core.RepairManager`` generated identifier.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="n">request_id</span><span class="p">)</span></div>
+</div>
+
+
+
+<div class="viewcode-block" id="SubassemblyData">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.SubassemblyData">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">SubassemblyData</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Data storage and validation class for the subassemblies.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    name : str</span>
+<span class="sd">        Name of the component/subassembly.</span>
+<span class="sd">    maintenance : list[dict[str, float | str]]</span>
+<span class="sd">        List of the maintenance classification dictionaries. This will be converted</span>
+<span class="sd">        to a list of ``Maintenance`` objects in the post initialization hook.</span>
+<span class="sd">    failures : dict[int, dict[str, float | str]]</span>
+<span class="sd">        Dictionary of failure classifications in a numerical (ordinal) categorization</span>
+<span class="sd">        order. This will be converted to a dictionary of ``Failure`` objects in the</span>
+<span class="sd">        post initialization hook.</span>
+<span class="sd">    system_value : int | float</span>
+<span class="sd">        Turbine&#39;s cost of replacement. Used in case percentages of turbine cost are used</span>
+<span class="sd">        in place of an absolute cost.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">maintenance</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">Maintenance</span> <span class="o">|</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">str</span><span class="p">]]</span>
+    <span class="n">failures</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">Failure</span> <span class="o">|</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">|</span> <span class="nb">dict</span><span class="p">[</span>
+        <span class="nb">int</span><span class="p">,</span> <span class="n">Failure</span> <span class="o">|</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">str</span><span class="p">]</span>
+    <span class="p">]</span>
+    <span class="n">system_value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">rng</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span><span class="p">)</span>
+    <span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convert the maintenance and failure data to ``Maintenance`` and ``Failure``</span>
+<span class="sd">        objects, respectively.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">kwargs</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">maintenance</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+            <span class="n">kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">&quot;system_value&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_value</span><span class="p">})</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;maintenance&quot;</span><span class="p">,</span>
+            <span class="p">[</span>
+                <span class="n">Maintenance</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">kw</span><span class="p">)</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kw</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span> <span class="k">else</span> <span class="n">kw</span>
+                <span class="k">for</span> <span class="n">kw</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">maintenance</span>
+            <span class="p">],</span>
+        <span class="p">)</span>
+
+        <span class="k">for</span> <span class="n">kwargs</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">failures</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>  <span class="c1"># type: ignore</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">kwargs</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+            <span class="n">kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">&quot;system_value&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_value</span><span class="p">})</span>
+
+        <span class="n">failures_list</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="n">rng_dict</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;rng&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">rng</span><span class="p">}</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">failures</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">config</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">failures</span><span class="o">.</span><span class="n">values</span><span class="p">():</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+            <span class="n">config</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">rng_dict</span><span class="p">)</span>
+            <span class="n">failures_list</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">Failure</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">config</span><span class="p">))</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;failures&quot;</span><span class="p">,</span> <span class="n">failures_list</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="RepairRequest">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.RepairRequest">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">RepairRequest</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Repair/Maintenance request data class.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    system_id : str</span>
+<span class="sd">        ``System.id``.</span>
+<span class="sd">    system_name : str</span>
+<span class="sd">        ``System.name``.</span>
+<span class="sd">    subassembly_id : str</span>
+<span class="sd">        ``Subassembly.id``.</span>
+<span class="sd">    subassembly_name : str</span>
+<span class="sd">        ``Subassembly.name``.</span>
+<span class="sd">    severity_level : int</span>
+<span class="sd">        ``Maintenance.level`` or ``Failure.level``.</span>
+<span class="sd">    details : Failure | Maintenance</span>
+<span class="sd">        The actual data class.</span>
+<span class="sd">    cable : bool</span>
+<span class="sd">        Indicator that the request is for a cable, by default False.</span>
+<span class="sd">    upstream_turbines : list[str]</span>
+<span class="sd">        The cable&#39;s upstream turbines, by default []. No need to use this if</span>
+<span class="sd">        ``cable`` == False.</span>
+<span class="sd">    upstream_cables : list[str]</span>
+<span class="sd">        The cable&#39;s upstream cables, by default []. No need to use this if</span>
+<span class="sd">        ``cable`` == False.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">system_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">subassembly_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">subassembly_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">severity_level</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">details</span><span class="p">:</span> <span class="n">Failure</span> <span class="o">|</span> <span class="n">Maintenance</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">((</span><span class="n">Failure</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">))</span>
+    <span class="p">)</span>
+    <span class="n">cable</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">bool</span><span class="p">,</span> <span class="n">kw_only</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">upstream_turbines</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="n">Factory</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span> <span class="n">kw_only</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">upstream_cables</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="n">Factory</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span> <span class="n">kw_only</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+<div class="viewcode-block" id="RepairRequest.assign_id">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.RepairRequest.assign_id">[docs]</a>
+    <span class="k">def</span> <span class="nf">assign_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Assign a unique identifier to the request.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request_id : str</span>
+<span class="sd">            The ``wombat.core.RepairManager`` generated identifier.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="n">request_id</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">assign_id</span><span class="p">(</span><span class="n">request_id</span><span class="p">)</span></div>
+
+
+    <span class="k">def</span> <span class="fm">__eq__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">other</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Redefines the equality method to only check for the ``request_id``.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_id</span> <span class="o">==</span> <span class="n">other</span><span class="o">.</span><span class="n">request_id</span></div>
+
+
+
+<div class="viewcode-block" id="ServiceCrew">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.ServiceCrew">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">ServiceCrew</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;An internal data class for the indivdual crew units that are on the servicing</span>
+<span class="sd">    equipment.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    n_day_rate: int</span>
+<span class="sd">        Number of salaried workers.</span>
+<span class="sd">    day_rate: float</span>
+<span class="sd">        Day rate for salaried workers, in USD.</span>
+<span class="sd">    n_hourly_rate: int</span>
+<span class="sd">        Number of hourly/subcontractor workers.</span>
+<span class="sd">    hourly_rate: float</span>
+<span class="sd">        Hourly labor rate for subcontractors, in USD.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">n_day_rate</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">day_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">n_hourly_rate</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">hourly_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span></div>
+
+
+
+<span class="k">class</span> <span class="nc">DateLimitsMixin</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Base servicing equpment dataclass. Only meant to reduce repeated code across the</span>
+<span class="sd">    ``ScheduledServiceEquipmentData`` and ``UnscheduledServiceEquipmentData`` classes.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="c1"># MyPy type hints</span>
+    <span class="n">port_distance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">non_operational_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">non_operational_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">_set_environment_shift</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Set the ``workday_start`` and ``workday_end`` to the environment&#39;s values.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start : int</span>
+<span class="sd">            Starting hour of a workshift.</span>
+<span class="sd">        end : int</span>
+<span class="sd">            Ending hour of a workshift.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;workday_start&quot;</span><span class="p">,</span> <span class="n">start</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;workday_end&quot;</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_stop_shift&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">_set_port_distance</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">distance</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Set ``port_distance`` from the environment&#39;s or port&#39;s variables.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        distance : int | float</span>
+<span class="sd">            The distance to port that must be traveled for servicing equipment.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">distance</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span>
+        <span class="k">if</span> <span class="n">distance</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">port_distance</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;port_distance&quot;</span><span class="p">,</span> <span class="nb">float</span><span class="p">(</span><span class="n">distance</span><span class="p">))</span>
+
+    <span class="k">def</span> <span class="nf">_compare_dates</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">new_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">new_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">which</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Compare the orignal and newly input starting ane ending date for either the</span>
+<span class="sd">        non-operational date range or the reduced speed date range.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        new_start : datetime.datetime | None</span>
+<span class="sd">            The overriding start date if it is an earlier date than the original.</span>
+<span class="sd">        new_end : datetime.datetime | None</span>
+<span class="sd">            The overriding end date if it is a later date than the original.</span>
+<span class="sd">        which : str</span>
+<span class="sd">            One of &quot;reduced_speed&quot; or &quot;non_operational&quot;</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[datetime.datetime | None, datetime.datetime | None]</span>
+<span class="sd">            The more conservative date pair between the new values and original values.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if an invalid value to ``which`` is provided.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">which</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;reduced_speed&quot;</span><span class="p">,</span> <span class="s2">&quot;non_operational&quot;</span><span class="p">):</span>
+            <span class="n">original_start</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2">_start&quot;</span><span class="p">)</span>
+            <span class="n">original_end</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2">_end&quot;</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;`which` must be one of &#39;reduced_speed&#39; or &#39;non_operational&#39;.&quot;</span>
+            <span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">original_start</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">new_start</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">new_start</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">new_start</span><span class="p">,</span> <span class="n">original_start</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">new_start</span> <span class="o">=</span> <span class="n">original_start</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2">_start&quot;</span><span class="p">,</span> <span class="n">new_start</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">original_end</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">new_end</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">new_end</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">new_end</span><span class="p">,</span> <span class="n">original_end</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">new_end</span> <span class="o">=</span> <span class="n">original_end</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2">_end&quot;</span><span class="p">,</span> <span class="n">new_end</span><span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">new_start</span><span class="p">,</span> <span class="n">new_end</span>
+
+    <span class="k">def</span> <span class="nf">set_non_operational_dates</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">start_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create an annualized list of dates where servicing equipment should be</span>
+<span class="sd">        unavailable. Takes a a ``start_year`` and ``end_year`` to determine how many</span>
+<span class="sd">        years should be covered.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start_date : datetime.datetime | None</span>
+<span class="sd">            The starting date for the annual date range of non-operational dates, by</span>
+<span class="sd">            default None.</span>
+<span class="sd">        start_year : int | None</span>
+<span class="sd">            The first year that has a non-operational date range, by default None.</span>
+<span class="sd">        end_date : datetime.datetime | None</span>
+<span class="sd">            The ending date for the annual range of non-operational dates, by default</span>
+<span class="sd">            None.</span>
+<span class="sd">        end_year : int | None</span>
+<span class="sd">            The last year that should have a non-operational date range, by default</span>
+<span class="sd">            None.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the starting and ending dates are the same date.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_compare_dates</span><span class="p">(</span>
+            <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span><span class="p">,</span> <span class="s2">&quot;non_operational&quot;</span>
+        <span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_start&quot;</span><span class="p">,</span> <span class="n">start_date</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_end&quot;</span><span class="p">,</span> <span class="n">end_date</span><span class="p">)</span>
+
+        <span class="c1"># Check that the base dates are valid</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_start</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_end</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+                <span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_dates&quot;</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">empty</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="s2">&quot;object&quot;</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">())</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Check that the input year range is valid</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">start_year</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Input to `start_year`: </span><span class="si">{</span><span class="n">start_year</span><span class="si">}</span><span class="s2">, must be an integer.&quot;</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">end_year</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Input to `end_year`: </span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">, must be an integer.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">end_year</span> <span class="o">&lt;</span> <span class="n">start_year</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;`start_year`: </span><span class="si">{start_year}</span><span class="s2">, must less than or equal to the&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; `end_year`: </span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Create the date range</span>
+        <span class="n">dates</span> <span class="o">=</span> <span class="n">annualized_date_range</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_start</span><span class="p">,</span> <span class="n">start_year</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_end</span><span class="p">,</span> <span class="n">end_year</span>
+        <span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_dates&quot;</span><span class="p">,</span> <span class="n">dates</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">(</span><span class="n">dates</span><span class="p">))</span>
+
+        <span class="c1"># Update the operating dates field to ensure there is no overlap</span>
+        <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;operating_dates&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_operational_dates&quot;</span><span class="p">):</span>
+            <span class="n">operating</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">setdiff1d</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_dates</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_dates</span><span class="p">)</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;operating_dates&quot;</span><span class="p">,</span> <span class="n">operating</span><span class="p">)</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;operating_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">(</span><span class="n">operating</span><span class="p">))</span>
+
+    <span class="k">def</span> <span class="nf">set_reduced_speed_parameters</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">start_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_date</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.0</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create an annualized list of dates where servicing equipment should be</span>
+<span class="sd">        operating with reduced speeds. The passed ``start_date``, ``end_date``, and</span>
+<span class="sd">        ``speed`` will override provided values if they are more conservative than the</span>
+<span class="sd">        current settings, or a value for ``speed`` will only override the existing value</span>
+<span class="sd">        if the passed value is slower. Takes a ``start_year`` and ``end_year`` to</span>
+<span class="sd">        determine how many years should be covered by this setting.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start_date : datetime.datetime | None</span>
+<span class="sd">            The starting date for the annual date range of reduced speeds, by default</span>
+<span class="sd">            None.</span>
+<span class="sd">        start_year : int | None</span>
+<span class="sd">            The first year that has a reduced speed date range, by default None.</span>
+<span class="sd">        end_date : datetime.datetime | None</span>
+<span class="sd">            The ending date for the annual range of reduced speeds, by default None.</span>
+<span class="sd">        end_year : int | None</span>
+<span class="sd">            The last year that should have a reduced speed date range, by default None.</span>
+<span class="sd">        speed : float</span>
+<span class="sd">            The maximum operating speed under a speed-restricted scenario.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the starting and ending dates are the same date.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Check that the base dates are valid and override if no values were provided</span>
+        <span class="c1"># or if the new value is more conservative than the originally provided value</span>
+        <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_compare_dates</span><span class="p">(</span>
+            <span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span><span class="p">,</span> <span class="s2">&quot;reduced_speed&quot;</span>
+        <span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_start&quot;</span><span class="p">,</span> <span class="n">start_date</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_end&quot;</span><span class="p">,</span> <span class="n">end_date</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">start_date</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="n">end_date</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_dates&quot;</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">empty</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="s2">&quot;object&quot;</span><span class="p">))</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">())</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Check that the input year range is valid</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">start_year</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Input to `start_year`: </span><span class="si">{</span><span class="n">start_year</span><span class="si">}</span><span class="s2">, must be an integer.&quot;</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">end_year</span><span class="p">,</span> <span class="nb">int</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Input to `end_year`: </span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">, must be an integer.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">end_year</span> <span class="o">&lt;</span> <span class="n">start_year</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;`start_year`: </span><span class="si">{start_year}</span><span class="s2">, must less than or equal to the&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; `end_year`: </span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Create the date range</span>
+        <span class="n">dates</span> <span class="o">=</span> <span class="n">annualized_date_range</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed_start</span><span class="p">,</span> <span class="n">start_year</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed_end</span><span class="p">,</span> <span class="n">end_year</span>
+        <span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_dates&quot;</span><span class="p">,</span> <span class="n">dates</span><span class="p">)</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">(</span><span class="n">dates</span><span class="p">))</span>
+
+        <span class="c1"># Update the reduced speed if none was originally provided</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed&quot;</span><span class="p">)</span>  <span class="c1"># mypy helper</span>
+        <span class="k">if</span> <span class="n">speed</span> <span class="o">!=</span> <span class="mi">0</span> <span class="ow">and</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">speed</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">):</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;reduced_speed&quot;</span><span class="p">,</span> <span class="n">speed</span><span class="p">)</span>
+
+
+<div class="viewcode-block" id="ScheduledServiceEquipmentData">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">ScheduledServiceEquipmentData</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">,</span> <span class="n">DateLimitsMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The data class specification for servicing equipment that will use a</span>
+<span class="sd">    pre-scheduled basis for returning to site.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    name: str</span>
+<span class="sd">        Name of the piece of servicing equipment.</span>
+<span class="sd">    equipment_rate: float</span>
+<span class="sd">        Day rate for the equipment/vessel, in USD.</span>
+<span class="sd">    n_crews : int</span>
+<span class="sd">        Number of crew units for the equipment.</span>
+
+<span class="sd">        .. note:: The input to this does not matter yet, as multi-crew functionality</span>
+<span class="sd">            is not yet implemented.</span>
+
+<span class="sd">    crew : ServiceCrew</span>
+<span class="sd">        The crew details, see :py:class:`ServiceCrew` for more information. Dictionary</span>
+<span class="sd">        of labor costs with the following: ``n_day_rate``, ``day_rate``,</span>
+<span class="sd">        ``n_hourly_rate``, and ``hourly_rate``.</span>
+<span class="sd">    start_month : int</span>
+<span class="sd">        The day to start operations for the rig and crew.</span>
+<span class="sd">    start_day : int</span>
+<span class="sd">        The month to start operations for the rig and crew.</span>
+<span class="sd">    start_year : int</span>
+<span class="sd">        The year to start operations for the rig and crew.</span>
+<span class="sd">    end_month : int</span>
+<span class="sd">        The month to end operations for the rig and crew.</span>
+<span class="sd">    end_day : int</span>
+<span class="sd">        The day to end operations for the rig and crew.</span>
+<span class="sd">    end_year : int</span>
+<span class="sd">        The year to end operations for the rig and crew.</span>
+
+<span class="sd">        .. note:: if the rig comes annually, then the enter the year for the last year</span>
+<span class="sd">            that the rig and crew will be available.</span>
+
+<span class="sd">    capability : str</span>
+<span class="sd">        The type of capabilities the equipment contains. Must be one of:</span>
+
+<span class="sd">        - RMT: remote (no actual equipment BUT no special implementation)</span>
+<span class="sd">        - DRN: drone</span>
+<span class="sd">        - CTV: crew transfer vessel/vehicle</span>
+<span class="sd">        - SCN: small crane (i.e., field support vessel)</span>
+<span class="sd">        - LCN: large crane (i.e., heavy lift vessel)</span>
+<span class="sd">        - CAB: cabling vessel/vehicle</span>
+<span class="sd">        - DSV: diving support vessel</span>
+
+<span class="sd">        Please note that &quot;TOW&quot; is unavailable for scheduled servicing equipment</span>
+<span class="sd">    mobilization_cost : float</span>
+<span class="sd">        Cost to mobilize the rig and crew.</span>
+<span class="sd">    mobilization_days : int</span>
+<span class="sd">        Number of days it takes to mobilize the equipment.</span>
+<span class="sd">    speed : float</span>
+<span class="sd">        Maximum transit speed, km/hr.</span>
+<span class="sd">    speed_reduction_factor : flaot</span>
+<span class="sd">        Reduction factor for traveling in inclement weather, default 0. When 0, travel</span>
+<span class="sd">        is stopped when either `max_windspeed_transport` or `max_waveheight_transport`</span>
+<span class="sd">        is reached, and when 1, `speed` is used.</span>
+<span class="sd">    max_windspeed_transport : float</span>
+<span class="sd">        Maximum windspeed for safe transport, m/s.</span>
+<span class="sd">    max_windspeed_repair : float</span>
+<span class="sd">        Maximum windspeed for safe operations, m/s.</span>
+<span class="sd">    max_waveheight_transport : float</span>
+<span class="sd">        Maximum waveheight for safe transport, m, default 1000 (land-based).</span>
+<span class="sd">    max_waveheight_repair : float</span>
+<span class="sd">        Maximum waveheight for safe operations, m, default 1000 (land-based).</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        The starting hour of a workshift, in 24 hour time.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        The ending hour of a workshift, in 24 hour time.</span>
+<span class="sd">    crew_transfer_time : float</span>
+<span class="sd">        The number of hours it takes to transfer the crew from the equipment to the</span>
+<span class="sd">        system, e.g. how long does it take to transfer the crew from the CTV to the</span>
+<span class="sd">        turbine, default 0.</span>
+<span class="sd">    onsite : bool</span>
+<span class="sd">        Indicator for if the servicing equipment and crew are based onsite.</span>
+
+<span class="sd">        .. note:: If based onsite, be sure that the start and end dates represent the</span>
+<span class="sd">            first and last day/month of the year, respectively, and the start and end</span>
+<span class="sd">            years represent the fist and last year in the weather file.</span>
+
+<span class="sd">    method : str</span>
+<span class="sd">        Determines if the equipment will do all maximum severity repairs first or do all</span>
+<span class="sd">        the repairs at one turbine before going to the next, by default severity. Must</span>
+<span class="sd">        be one of &quot;severity&quot; or &quot;turbine&quot;.</span>
+<span class="sd">    port_distance : int | float</span>
+<span class="sd">        The distance, in km, the equipment must travel to go between port and site, by</span>
+<span class="sd">        default 0.</span>
+<span class="sd">    non_operational_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or later starting date will be overridden, by default None.</span>
+<span class="sd">    non_operational_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or earlier ending date will be overridden, by default None.</span>
+<span class="sd">    reduced_speed_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or later starting date will be overridden, by default None.</span>
+<span class="sd">    reduced_speed_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or earlier ending date will be overridden, by default None.</span>
+<span class="sd">    reduced_speed : float</span>
+<span class="sd">        The maximum operating speed during the annualized reduced speed operations.</span>
+<span class="sd">        When defined at the environment level, an undefined or faster value will be</span>
+<span class="sd">        overridden, by default 0.0.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">equipment_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">n_crews</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">crew</span><span class="p">:</span> <span class="n">ServiceCrew</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">ServiceCrew</span><span class="o">.</span><span class="n">from_dict</span><span class="p">)</span>
+    <span class="n">capability</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list_upper</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">deep_iterable</span><span class="p">(</span>
+            <span class="n">member_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">VALID_EQUIPMENT</span><span class="p">),</span>
+            <span class="n">iterable_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span>
+        <span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">greater_than_zero</span><span class="p">)</span>
+    <span class="n">max_windspeed_transport</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">max_windspeed_repair</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+
+    <span class="n">mobilization_cost</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">mobilization_days</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">max_waveheight_transport</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">1000.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">max_waveheight_repair</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">1000.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">crew_transfer_time</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">)</span>
+    <span class="n">speed_reduction_factor</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_reduction</span>
+    <span class="p">)</span>
+    <span class="n">port_distance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">onsite</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">bool</span><span class="p">)</span>
+    <span class="n">method</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="s2">&quot;severity&quot;</span><span class="p">,</span>
+        <span class="n">converter</span><span class="o">=</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="o">.</span><span class="n">lower</span><span class="p">],</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">([</span><span class="s2">&quot;turbine&quot;</span><span class="p">,</span> <span class="s2">&quot;severity&quot;</span><span class="p">]),</span>
+    <span class="p">)</span>
+    <span class="n">start_month</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+    <span class="p">)</span>
+    <span class="n">start_day</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+    <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+    <span class="n">end_month</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+    <span class="n">end_day</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+    <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">ge</span><span class="p">(</span><span class="mi">0</span><span class="p">))</span>
+    <span class="n">strategy</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="s2">&quot;scheduled&quot;</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">([</span><span class="s2">&quot;scheduled&quot;</span><span class="p">])</span>
+    <span class="p">)</span>
+    <span class="n">operating_dates</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">operating_dates_set</span><span class="p">:</span> <span class="nb">set</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="n">non_operational_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">non_operational_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">check_start_stop_dates</span>
+    <span class="p">)</span>
+    <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">check_start_stop_dates</span>
+    <span class="p">)</span>
+    <span class="n">reduced_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">non_operational_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_operational_dates_set</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">reduced_speed_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_stop_shift</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">create_date_range</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Create an ``np.ndarray`` of valid operational dates.&quot;&quot;&quot;</span>
+        <span class="n">start_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_month</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_day</span>
+        <span class="p">)</span>
+
+        <span class="c1"># If `onsite` is True, then create the range in one go because there should be</span>
+        <span class="c1"># no discrepancies in the range.</span>
+        <span class="c1"># Othewise, create a specified date range between two dates in the year range.</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span><span class="p">:</span>
+            <span class="n">end_date</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_month</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_day</span><span class="p">)</span>
+            <span class="n">date_range</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span><span class="n">start_date</span><span class="p">,</span> <span class="n">end_date</span><span class="p">)</span><span class="o">.</span><span class="n">date</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">date_range</span> <span class="o">=</span> <span class="n">annual_date_range</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">start_day</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">end_day</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">start_month</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">end_month</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+            <span class="p">)</span>
+        <span class="k">return</span> <span class="n">date_range</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization.&quot;&quot;&quot;</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;operating_dates&quot;</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">create_date_range</span><span class="p">())</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;operating_dates_set&quot;</span><span class="p">,</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_dates</span><span class="p">))</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_stop_shift&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="UnscheduledServiceEquipmentData">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">UnscheduledServiceEquipmentData</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">,</span> <span class="n">DateLimitsMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The data class specification for servicing equipment that will use either a</span>
+<span class="sd">    basis of windfarm downtime or total number of requests serviceable by the equipment.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    name: str</span>
+<span class="sd">        Name of the piece of servicing equipment.</span>
+<span class="sd">    equipment_rate: float</span>
+<span class="sd">        Day rate for the equipment/vessel, in USD.</span>
+<span class="sd">    n_crews : int</span>
+<span class="sd">        Number of crew units for the equipment.</span>
+
+<span class="sd">        .. note: the input to this does not matter yet, as multi-crew functionality</span>
+<span class="sd">            is not yet implemented.</span>
+
+<span class="sd">    crew : ServiceCrew</span>
+<span class="sd">        The crew details, see :py:class:`ServiceCrew` for more information. Dictionary</span>
+<span class="sd">        of labor costs with the following: ``n_day_rate``, ``day_rate``,</span>
+<span class="sd">        ``n_hourly_rate``, and ``hourly_rate``.</span>
+<span class="sd">    charter_days : int</span>
+<span class="sd">        The number of days the servicing equipment can be chartered for.</span>
+<span class="sd">    capability : str</span>
+<span class="sd">        The type of capabilities the equipment contains. Must be one of:</span>
+<span class="sd">        - RMT: remote (no actual equipment BUT no special implementation)</span>
+<span class="sd">        - DRN: drone</span>
+<span class="sd">        - CTV: crew transfer vessel/vehicle</span>
+<span class="sd">        - SCN: small crane (i.e., field support vessel)</span>
+<span class="sd">        - LCN: large crane (i.e., heavy lift vessel)</span>
+<span class="sd">        - CAB: cabling vessel/vehicle</span>
+<span class="sd">        - DSV: diving support vessel</span>
+<span class="sd">        - TOW: tugboat or towing equipment</span>
+<span class="sd">        - AHV: anchor handling vessel (tugboat that doesn&#39;t trigger tow-to-port)</span>
+<span class="sd">    speed : float</span>
+<span class="sd">        Maximum transit speed, km/hr.</span>
+<span class="sd">    tow_speed : float</span>
+<span class="sd">        The maximum transit speed when towing, km/hr.</span>
+
+<span class="sd">        .. note:: This is only required for when the servicing equipment is tugboat</span>
+<span class="sd">            enabled for a tow-to-port scenario (capability = &quot;TOW&quot;)</span>
+
+<span class="sd">    speed_reduction_factor : flaot</span>
+<span class="sd">        Reduction factor for traveling in inclement weather, default 0. When 0, travel</span>
+<span class="sd">        is stopped when either `max_windspeed_transport` or `max_waveheight_transport`</span>
+<span class="sd">        is reached, and when 1, `speed` is used.</span>
+<span class="sd">    max_windspeed_transport : float</span>
+<span class="sd">        Maximum windspeed for safe transport, m/s.</span>
+<span class="sd">    max_windspeed_repair : float</span>
+<span class="sd">        Maximum windspeed for safe operations, m/s.</span>
+<span class="sd">    max_waveheight_transport : float</span>
+<span class="sd">        Maximum waveheight for safe transport, m, default 1000 (land-based).</span>
+<span class="sd">    max_waveheight_repair : float</span>
+<span class="sd">        Maximum waveheight for safe operations, m, default 1000 (land-based).</span>
+<span class="sd">    mobilization_cost : float</span>
+<span class="sd">        Cost to mobilize the rig and crew, default 0.</span>
+<span class="sd">    mobilization_days : int</span>
+<span class="sd">        Number of days it takes to mobilize the equipment, default 0.</span>
+<span class="sd">    strategy : str</span>
+<span class="sd">        For any unscheduled maintenance servicing equipment, this determines the</span>
+<span class="sd">        strategy for dispatching. Should be on of &quot;downtime&quot; or &quot;requests&quot;.</span>
+<span class="sd">    strategy_threshold : str</span>
+<span class="sd">        For downtime-based scenarios, this is based on the operating level, and should</span>
+<span class="sd">        be in the range (0, 1). For reqest-based scenarios, this is the maximum number</span>
+<span class="sd">        of requests that are allowed to build up for any given type of unscheduled</span>
+<span class="sd">        servicing equipment, should be an integer &gt;= 1.</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        The starting hour of a workshift, in 24 hour time.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        The ending hour of a workshift, in 24 hour time.</span>
+<span class="sd">    crew_transfer_time : float</span>
+<span class="sd">        The number of hours it takes to transfer the crew from the equipment to the</span>
+<span class="sd">        system, e.g. how long does it take to transfer the crew from the CTV to the</span>
+<span class="sd">        turbine, default 0.</span>
+<span class="sd">    onsite : bool</span>
+<span class="sd">        Indicator for if the rig and crew are based onsite.</span>
+
+<span class="sd">        .. note:: if the rig and crew are onsite be sure that the start and end dates</span>
+<span class="sd">            represent the first and last day/month of the year, respectively, and the</span>
+<span class="sd">            start and end years represent the fist and last year in the weather file.</span>
+
+<span class="sd">    method : str</span>
+<span class="sd">        Determines if the ship will do all maximum severity repairs first or do all</span>
+<span class="sd">        the repairs at one turbine before going to the next, by default severity.</span>
+<span class="sd">        Should by one of &quot;severity&quot; or &quot;turbine&quot;.</span>
+<span class="sd">    unmoor_hours : int | float</span>
+<span class="sd">        The number of hours required to unmoor a floating offshore wind turbine in order</span>
+<span class="sd">        to tow it to port, by default 0.</span>
+
+<span class="sd">        .. note:: Required for the tugboat/towing capability, otherwise unused.</span>
+
+<span class="sd">    reconnection_hours : int | float</span>
+<span class="sd">        The number of hours required to reconnect a floating offshore wind turbine after</span>
+<span class="sd">        being towed back to site, by default 0.</span>
+
+<span class="sd">        .. note:: Required for the tugboat/towing capability, otherwise unused.</span>
+
+<span class="sd">    port_distance : int | float</span>
+<span class="sd">        The distance, in km, the equipment must travel to go between port and site, by</span>
+<span class="sd">        default 0.</span>
+<span class="sd">    non_operational_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level or the</span>
+<span class="sd">        port level, if a tugboat, an undefined or later starting date will be</span>
+<span class="sd">        overridden, by default None.</span>
+<span class="sd">    non_operational_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level or the</span>
+<span class="sd">        port level, if a tugboat, an undefined or earlier ending date will be</span>
+<span class="sd">        overridden, by default None.</span>
+<span class="sd">    reduced_speed_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level or the</span>
+<span class="sd">        port level, if a tugboat, an undefined or later starting date will be</span>
+<span class="sd">        overridden, by default None.</span>
+<span class="sd">    reduced_speed_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level or the</span>
+<span class="sd">        port level, if a tugboat, an undefined or earlier ending date will be</span>
+<span class="sd">        overridden, by default None.</span>
+<span class="sd">    reduced_speed : float</span>
+<span class="sd">        The maximum operating speed during the annualized reduced speed operations.</span>
+<span class="sd">        When defined at the environment level, an undefined or faster value will be</span>
+<span class="sd">        overridden, by default 0.0.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">equipment_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">n_crews</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">crew</span><span class="p">:</span> <span class="n">ServiceCrew</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">ServiceCrew</span><span class="o">.</span><span class="n">from_dict</span><span class="p">)</span>
+    <span class="n">capability</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list_upper</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">deep_iterable</span><span class="p">(</span>
+            <span class="n">member_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">VALID_EQUIPMENT</span><span class="p">),</span>
+            <span class="n">iterable_validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">instance_of</span><span class="p">(</span><span class="nb">list</span><span class="p">),</span>
+        <span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">greater_than_zero</span><span class="p">)</span>
+    <span class="n">max_windspeed_transport</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">max_windspeed_repair</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">mobilization_cost</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">mobilization_days</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">max_waveheight_transport</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">1000.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">max_waveheight_repair</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">1000.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">crew_transfer_time</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">)</span>
+    <span class="n">speed_reduction_factor</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_reduction</span>
+    <span class="p">)</span>
+    <span class="n">port_distance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">onsite</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">bool</span><span class="p">)</span>
+    <span class="n">method</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+        <span class="n">default</span><span class="o">=</span><span class="s2">&quot;severity&quot;</span><span class="p">,</span>
+        <span class="n">converter</span><span class="o">=</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="o">.</span><span class="n">lower</span><span class="p">],</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">([</span><span class="s2">&quot;turbine&quot;</span><span class="p">,</span> <span class="s2">&quot;severity&quot;</span><span class="p">]),</span>
+    <span class="p">)</span>
+    <span class="n">strategy</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="s2">&quot;unscheduled&quot;</span><span class="p">,</span>
+        <span class="n">converter</span><span class="o">=</span><span class="n">clean_string_input</span><span class="p">,</span>
+        <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">in_</span><span class="p">(</span><span class="n">UNSCHEDULED_STRATEGIES</span><span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">strategy_threshold</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">charter_days</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">attrs</span><span class="o">.</span><span class="n">validators</span><span class="o">.</span><span class="n">gt</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+    <span class="p">)</span>
+    <span class="n">tow_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">greater_than_zero</span><span class="p">)</span>
+    <span class="n">unmoor_hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">reconnection_hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">non_operational_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">non_operational_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">non_operational_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_operational_dates_set</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">reduced_speed_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_stop_shift</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+<div class="viewcode-block" id="UnscheduledServiceEquipmentData._validate_threshold">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold">[docs]</a>
+    <span class="nd">@strategy_threshold</span><span class="o">.</span><span class="n">validator</span>  <span class="c1"># type: ignore</span>
+    <span class="k">def</span> <span class="nf">_validate_threshold</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span>  <span class="c1"># pylint: disable=W0613</span>
+        <span class="n">value</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Ensure a valid threshold is provided for a given ``strategy``.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;downtime&quot;</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">value</span> <span class="o">&lt;=</span> <span class="mi">0</span> <span class="ow">or</span> <span class="n">value</span> <span class="o">&gt;=</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="s2">&quot;Downtime-based strategies must have a ``strategy_threshold``&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;between 0 and 1, non-inclusive!&quot;</span><span class="p">,</span>
+                <span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;requests&quot;</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">value</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="s2">&quot;Requests-based strategies must have a ``strategy_threshold``&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;greater than 0!&quot;</span><span class="p">,</span>
+                <span class="p">)</span></div>
+
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization hook.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_stop_shift&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="ServiceEquipmentData">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.ServiceEquipmentData">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">ServiceEquipmentData</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Helps to determine the type ServiceEquipment that should be used, based on the</span>
+<span class="sd">    repair strategy for its operation. See</span>
+<span class="sd">    :py:class:`~data_classes.ScheduledServiceEquipmentData` or</span>
+<span class="sd">    :py:class:`~data_classes.UnscheduledServiceEquipmentData` for more details on each</span>
+<span class="sd">    classifcation.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    data_dict : dict</span>
+<span class="sd">        The dictionary that will be used to create the appropriate ServiceEquipmentData.</span>
+<span class="sd">        This should contain a field called &#39;strategy&#39; with either &quot;scheduled&quot; or</span>
+<span class="sd">        &quot;unscheduled&quot; as a value if strategy is not provided as a keyword argument.</span>
+<span class="sd">    strategy : str, optional</span>
+<span class="sd">        Should be one of &quot;scheduled&quot;, &quot;requests&quot;, &quot;downtime&quot;. If nothing is provided,</span>
+<span class="sd">        the equipment configuration will be checked.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if ``strategy`` is not one of &quot;scheduled&quot; or &quot;unscheduled&quot;.</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    The below workflow is how a new data</span>
+<span class="sd">    :py:class:`~data_classes.ScheduledServiceEquipmentData` object could be created via</span>
+<span class="sd">    a generic/routinized creation method, and is how the</span>
+<span class="sd">    :py:class:`~service_equipment.ServiceEquipment`&#39;s ``__init__`` method creates the</span>
+<span class="sd">    settings data.</span>
+
+<span class="sd">    &gt;&gt;&gt; from wombat.core.data_classes import  ServiceEquipmentData</span>
+<span class="sd">    &gt;&gt;&gt;</span>
+<span class="sd">    &gt;&gt;&gt; data_dict = {</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;name&quot;: &quot;Crew Transfer Vessel 1&quot;,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;equipment_rate&quot;: 1750,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;start_month&quot;: 1,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;start_day&quot;: 1,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;end_month&quot;: 12,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;end_day&quot;: 31,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;start_year&quot;: 2002,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;end_year&quot;: 2014,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;onsite&quot;: True,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;capability&quot;: &quot;CTV&quot;,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;max_severity&quot;: 10,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;mobilization_cost&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;mobilization_days&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;speed&quot;: 37.04,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;max_windspeed_transport&quot;: 99,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;max_windspeed_repair&quot;: 99,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;max_waveheight_transport&quot;: 1.5,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;max_waveheight_repair&quot;: 1.5,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;strategy&quot;: scheduled,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;crew_transfer_time&quot;: 0.25,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;n_crews&quot;: 1,</span>
+<span class="sd">    &gt;&gt;&gt;     &quot;crew&quot;: {</span>
+<span class="sd">    &gt;&gt;&gt;         &quot;day_rate&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;         &quot;n_day_rate&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;         &quot;hourly_rate&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;         &quot;n_hourly_rate&quot;: 0,</span>
+<span class="sd">    &gt;&gt;&gt;     },</span>
+<span class="sd">    &gt;&gt;&gt; }</span>
+<span class="sd">    &gt;&gt;&gt; equipment = ServiceEquipmentData(data_dict).determine_type()</span>
+<span class="sd">    &gt;&gt;&gt; type(equipment)</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">data_dict</span><span class="p">:</span> <span class="nb">dict</span>
+    <span class="n">strategy</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">kw_only</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">clean_string_input</span>
+    <span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+                <span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;strategy&quot;</span><span class="p">,</span> <span class="n">clean_string_input</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dict</span><span class="p">[</span><span class="s2">&quot;strategy&quot;</span><span class="p">])</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">VALID_STRATEGIES</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;ServiceEquipment strategy should be one of </span><span class="si">{</span><span class="n">VALID_STRATEGIES</span><span class="si">}</span><span class="s2">;&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; input: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">strategy</span><span class="si">}</span><span class="s2">.&quot;</span>
+            <span class="p">)</span>
+
+<div class="viewcode-block" id="ServiceEquipmentData.determine_type">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.ServiceEquipmentData.determine_type">[docs]</a>
+    <span class="k">def</span> <span class="nf">determine_type</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">ScheduledServiceEquipmentData</span> <span class="o">|</span> <span class="n">UnscheduledServiceEquipmentData</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Generate the appropriate ServiceEquipmentData variation.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Union[ScheduledServiceEquipmentData, UnscheduledServiceEquipmentData]</span>
+<span class="sd">            The appropriate ``xxServiceEquipmentData`` schema depending on the strategy</span>
+<span class="sd">            the ``ServiceEquipment`` will use.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;scheduled&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">ScheduledServiceEquipmentData</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dict</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">strategy</span> <span class="ow">in</span> <span class="n">UNSCHEDULED_STRATEGIES</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">UnscheduledServiceEquipmentData</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dict</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># This should not be able to be reached</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid strategy provided!&quot;</span><span class="p">)</span></div>
+</div>
+
+
+
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">EquipmentMap</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Internal mapping for servicing equipment strategy information.&quot;&quot;&quot;</span>
+
+    <span class="n">strategy_threshold</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span>
+    <span class="n">equipment</span><span class="p">:</span> <span class="n">ServiceEquipment</span>  <span class="c1"># noqa: disable=F821</span>
+
+
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">StrategyMap</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Internal mapping for equipment capabilities and their data.&quot;&quot;&quot;</span>
+
+    <span class="n">CTV</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">SCN</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">LCN</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">CAB</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">RMT</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">DRN</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">DSV</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">TOW</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">AHV</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">list</span><span class="p">)</span>
+    <span class="n">is_running</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">update</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">capability</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">threshold</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span>
+        <span class="n">equipment</span><span class="p">:</span> <span class="n">ServiceEquipment</span><span class="p">,</span>  <span class="c1"># noqa: disable=F821</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Update the strategy mapping between capability types and the</span>
+<span class="sd">        available ``ServiceEquipment`` objects.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        capability : str</span>
+<span class="sd">            The ``equipment``&#39;s capability.</span>
+<span class="sd">        threshold : int | float</span>
+<span class="sd">            The threshold for ``equipment``&#39;s strategy.</span>
+<span class="sd">        equipment : ServiceEquipment</span>
+<span class="sd">            The actual ``ServiceEquipment`` object to be logged.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if there is an invalid capability, though this shouldn&#39;t be able to</span>
+<span class="sd">            be reached.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Using a mypy ignore because of an unpatched bug using data classes</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CTV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">CTV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;SCN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">SCN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;LCN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">LCN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CAB&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">CAB</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;RMT&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">RMT</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DRN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">DRN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DSV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">DSV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;TOW&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">TOW</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;AHV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">AHV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">EquipmentMap</span><span class="p">(</span><span class="n">threshold</span><span class="p">,</span> <span class="n">equipment</span><span class="p">))</span>  <span class="c1"># type: ignore</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># This should not even be able to be reached</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Invalid servicing equipment &#39;</span><span class="si">{</span><span class="n">capability</span><span class="si">}</span><span class="s2">&#39; has been provided!&quot;</span>
+            <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">is_running</span> <span class="o">=</span> <span class="kc">True</span>
+
+    <span class="k">def</span> <span class="nf">get_mapping</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">capability</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">EquipmentMap</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets the attribute matching the desired :py:attr:`capability`.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        capability : str</span>
+<span class="sd">            A string matching one of the ``UnscheduledServiceEquipmentData.capability``</span>
+<span class="sd">            (or scheduled) options.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        list[EquipmentMap]</span>
+<span class="sd">            Returns the matching mapping of available servicing equipment.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CTV&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">CTV</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;SCN&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">SCN</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;LCN&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">LCN</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CAB&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">CAB</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;RMT&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">RMT</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DRN&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">DRN</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DSV&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">DSV</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;TOW&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">TOW</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;AHV&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">AHV</span>
+        <span class="c1"># This should not even be able to be reached</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;Invalid servicing equipmen capability &#39;</span><span class="si">{</span><span class="n">capability</span><span class="si">}</span><span class="s2">&#39; has been provided!&quot;</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">move_equipment_to_end</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">capability</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">ix</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Moves a used equipment to the end of the mapping list to ensure a broader</span>
+<span class="sd">        variety of servicing equipment are used throughout a simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        capability : str</span>
+<span class="sd">            A string matching one of ``capability`` options for servicing equipment</span>
+<span class="sd">            dataclasses.</span>
+<span class="sd">        ix : int</span>
+<span class="sd">            The index of the used servicing equipent.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CTV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">CTV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">CTV</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;SCN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">SCN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">SCN</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;LCN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">LCN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">LCN</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;CAB&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">CAB</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">CAB</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;RMT&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">RMT</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">RMT</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DRN&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">DRN</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">DRN</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;DSV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">DSV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">DSV</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;TOW&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">TOW</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">TOW</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">elif</span> <span class="n">capability</span> <span class="o">==</span> <span class="s2">&quot;AHV&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">AHV</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">AHV</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">ix</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># This should not even be able to be reached</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Invalid servicing equipmen capability </span><span class="si">{</span><span class="n">capability</span><span class="si">}</span><span class="s2"> has been provided!&quot;</span>
+            <span class="p">)</span>
+
+
+<div class="viewcode-block" id="PortConfig">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.PortConfig">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">PortConfig</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">,</span> <span class="n">DateLimitsMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Port configurations for offshore wind power plant scenarios.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    name : str</span>
+<span class="sd">        The name of the port, if multiple are used, then be sure this is unique.</span>
+<span class="sd">    tugboats : list[str]</span>
+<span class="sd">        file, or list of files to create the port&#39;s tugboats.</span>
+
+<span class="sd">        .. note:: Each tugboat is considered to be a tugboat + supporting vessels as</span>
+<span class="sd">            the primary purpose to tow turbines between a repair port and site.</span>
+
+<span class="sd">    n_crews : int</span>
+<span class="sd">        The number of service crews available to be working on repairs simultaneously;</span>
+<span class="sd">        each crew is able to service exactly one repair.</span>
+<span class="sd">    crew : ServiceCrew</span>
+<span class="sd">        The crew details, see :py:class:`ServiceCrew` for more information. Dictionary</span>
+<span class="sd">        of labor costs with the following: ``n_day_rate``, ``day_rate``,</span>
+<span class="sd">        ``n_hourly_rate``, and ``hourly_rate``.</span>
+<span class="sd">    max_operations : int</span>
+<span class="sd">        Total number of turbines the port can handle simultaneously.</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        The starting hour of a workshift, in 24 hour time.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        The ending hour of a workshift, in 24 hour time.</span>
+<span class="sd">    site_distance : int | float</span>
+<span class="sd">        Distance, in km, a tugboat has to travel to get between site and port.</span>
+<span class="sd">    annual_fee : int | float</span>
+<span class="sd">        The annualized fee for access to the repair port that will be distributed</span>
+<span class="sd">        monthly in the simulation and accounted for on the first of the month from the</span>
+<span class="sd">        start of the simulation to the end of the simulation.</span>
+
+<span class="sd">        .. note:: Don&#39;t include this cost in both this category and either the</span>
+<span class="sd">            ``FixedCosts.operations_management_administration`` bucket or</span>
+<span class="sd">            ``FixedCosts.marine_management`` category.</span>
+
+<span class="sd">    non_operational_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the port level, an undefined or</span>
+<span class="sd">        later starting date will be overridden by the environment, and any associated</span>
+<span class="sd">        tubboats will have this value overridden using the same logic, by default None.</span>
+<span class="sd">    non_operational_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the port level, an undefined</span>
+<span class="sd">        or earlier ending date will be overridden by the environment, and any associated</span>
+<span class="sd">        tubboats will have this value overridden using the same logic, by default None.</span>
+<span class="sd">    reduced_speed_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the port level, an undefined</span>
+<span class="sd">        or later starting date will be overridden by the environment, and any associated</span>
+<span class="sd">        tubboats will have this value overridden using the same logic, by default None.</span>
+<span class="sd">    reduced_speed_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the port level, an undefined</span>
+<span class="sd">        or earlier ending date will be overridden by the environment, and any associated</span>
+<span class="sd">        tubboats will have this value overridden using the same logic, by default None.</span>
+<span class="sd">    reduced_speed : float</span>
+<span class="sd">        The maximum operating speed during the annualized reduced speed operations.</span>
+<span class="sd">        When defined at the port level, an undefined or faster value will be overridden</span>
+<span class="sd">        by the environment, and any associated tubboats will have this value overridden</span>
+<span class="sd">        using the same logic, by default 0.0.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">str</span><span class="p">)</span>
+    <span class="n">tugboats</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list</span><span class="p">)</span>
+    <span class="n">crew</span><span class="p">:</span> <span class="n">ServiceCrew</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">ServiceCrew</span><span class="o">.</span><span class="n">from_dict</span><span class="p">)</span>
+    <span class="n">n_crews</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">max_operations</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=-</span><span class="mi">1</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">valid_hour</span><span class="p">)</span>
+    <span class="n">site_distance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">annual_fee</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span>
+        <span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">,</span> <span class="n">validator</span><span class="o">=</span><span class="n">greater_than_equal_to_zero</span>
+    <span class="p">)</span>
+    <span class="n">non_operational_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">non_operational_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="n">parse_date</span><span class="p">)</span>
+    <span class="n">reduced_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">non_operational_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">reduced_speed_dates</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_operational_dates_set</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">reduced_speed_dates_set</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">factory</span><span class="o">=</span><span class="nb">set</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">non_stop_shift</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization hook.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;non_stop_shift&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="FixedCosts">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.FixedCosts">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">FixedCosts</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Fixed costs for operating a windfarm. All values are assumed to be in $/kW/yr.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    operations : float</span>
+<span class="sd">        Non-maintenance costs of operating the project. If a value is provided for this</span>
+<span class="sd">        attribute, then it will zero out all other values, otherwise it will be set to</span>
+<span class="sd">        the sum of the remaining values.</span>
+<span class="sd">    operations_management_administration: float</span>
+<span class="sd">        Activities necessary to forecast, dispatch, sell, and manage the production of</span>
+<span class="sd">        power from the plant. Includes both the onsite and offsite personnel, software,</span>
+<span class="sd">        and equipment to coordinate high voltage equipment, switching, port activities,</span>
+<span class="sd">        and marine activities.</span>
+
+<span class="sd">        .. note:: This should only be used when not breaking down the cost into the</span>
+<span class="sd">            following categories: ``project_management_administration``,</span>
+<span class="sd">            ``operation_management_administration``, ``marine_management``, and/or</span>
+<span class="sd">            ``weather_forecasting``</span>
+
+<span class="sd">    project_management_administration : float</span>
+<span class="sd">        Financial reporting, public relations, procurement, parts and stock management,</span>
+<span class="sd">        H&amp;SE management, training, subcontracts, and general administration.</span>
+<span class="sd">    marine_management : float</span>
+<span class="sd">        Coordination of port equipment, vessels, and personnel to carry out inspections</span>
+<span class="sd">        and maintenance of generation and transmission equipment.</span>
+<span class="sd">    weather_forecasting : float</span>
+<span class="sd">        Daily forecast of metocean conditions used to plan maintenance visits and</span>
+<span class="sd">        estimate project power production.</span>
+<span class="sd">    condition_monitoring : float</span>
+<span class="sd">        Monitoring of SCADA data from wind turbine components to optimize performance</span>
+<span class="sd">        and identify component faults.</span>
+<span class="sd">    operating_facilities : float</span>
+<span class="sd">        Co-located offices, parts store, quayside facilities, helipad, refueling</span>
+<span class="sd">        facilities, hanger (if necesssary), etc.</span>
+<span class="sd">    environmental_health_safety_monitoring : float</span>
+<span class="sd">        Coordination and monitoring to ensure compliance with HSE requirements during</span>
+<span class="sd">        operations.</span>
+<span class="sd">    insurance : float</span>
+<span class="sd">        Insurance policies during operational period including All Risk Property,</span>
+<span class="sd">        Buisness Interuption, Third Party Liability, and Brokers Fee, and Storm</span>
+<span class="sd">        Coverage.</span>
+
+<span class="sd">        .. note:: This should only be used when not breaking down the cost into the</span>
+<span class="sd">            following categories: ``brokers_fee``, ``operations_all_risk``,</span>
+<span class="sd">            ``business_interruption``, ``third_party_liability``, and/or</span>
+<span class="sd">            ``storm_coverage``</span>
+
+<span class="sd">    brokers_fee : float</span>
+<span class="sd">        Fees for arranging the insurance package.</span>
+<span class="sd">    operations_all_risk : float</span>
+<span class="sd">        All Risk Property (physical damage). Sudden and unforseen physical loss or</span>
+<span class="sd">        physical damage to teh plant/assets during the operational phase of a project.</span>
+<span class="sd">    business_interruption : float</span>
+<span class="sd">        Sudden and unforseen loss or physical damage to the plant/assets during the</span>
+<span class="sd">        operational phase of a project causing an interruption.</span>
+<span class="sd">    third_party_liability : float</span>
+<span class="sd">        Liability imposed by law, and/or Express Contractual Liability, for bodily</span>
+<span class="sd">        injury or property damage.</span>
+<span class="sd">    storm_coverage : float</span>
+<span class="sd">        Coverage from huricane and tropical storm events (tyipcally for Atlantic Coast</span>
+<span class="sd">        projects).</span>
+<span class="sd">    annual_leases_fees : float</span>
+<span class="sd">        Ongoing payments, including but not limited to: payments to regulatory body for</span>
+<span class="sd">        permission to operate at project site (terms defined within lease); payments to</span>
+<span class="sd">        Transmission Systems Operators or Transmission Asseet Owners for rights to</span>
+<span class="sd">        transport generated power.</span>
+
+<span class="sd">        .. note:: This should only be used when not breaking down the cost into the</span>
+<span class="sd">            following categories: ``submerge_land_lease_costs`` and/or</span>
+<span class="sd">            ``transmission_charges_rights``</span>
+
+<span class="sd">    submerge_land_lease_costs : float</span>
+<span class="sd">        Payments to submerged land owners for rights to build project during operations.</span>
+<span class="sd">    transmission_charges_rights : float</span>
+<span class="sd">        Any payments to Transmissions Systems Operators or Transmission Asset Owners for</span>
+<span class="sd">        rights to transport generated power.</span>
+<span class="sd">    onshore_electrical_maintenance : float</span>
+<span class="sd">        Inspections of cables, transformer, switch gears, power compensation equipment,</span>
+<span class="sd">        etc. and infrequent repairs</span>
+
+<span class="sd">        .. warning:: This should only be used if not modeling these as processes within</span>
+<span class="sd">            the model. Currently, onshore modeling is not included.</span>
+
+<span class="sd">    labor : float</span>
+<span class="sd">        The costs associated with labor, if not being modeled through the simulated</span>
+<span class="sd">        processes.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="c1"># Total Cost</span>
+    <span class="n">operations</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="c1"># Operations, Management, and General Administration</span>
+    <span class="n">operations_management_administration</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">project_management_administration</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">marine_management</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">weather_forecasting</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">condition_monitoring</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="n">operating_facilities</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">environmental_health_safety_monitoring</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="c1"># Insurance</span>
+    <span class="n">insurance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">brokers_fee</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">operations_all_risk</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">business_interruption</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">third_party_liability</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">storm_coverage</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="c1"># Annual Leases and Fees</span>
+    <span class="n">annual_leases_fees</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">submerge_land_lease_costs</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">transmission_charges_rights</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="n">onshore_electrical_maintenance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="n">labor</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+    <span class="n">resolution</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">hierarchy</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">cost_category_validator</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">sub_names</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Either updates the higher-level cost to be the sum of the category&#39;s</span>
+<span class="sd">        lower-level costs or uses a supplied higher-level cost and zeros out the</span>
+<span class="sd">        lower-level costs.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        name : str</span>
+<span class="sd">            The higher-level cost category&#39;s name.</span>
+<span class="sd">        sub_names : List[str]</span>
+<span class="sd">            The lower-level cost names associated with the higher-level category.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span> <span class="o">&lt;=</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">fsum</span><span class="p">(</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">el</span><span class="p">)</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">sub_names</span><span class="p">))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">for</span> <span class="n">cost</span> <span class="ow">in</span> <span class="n">sub_names</span><span class="p">:</span>
+                <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cost</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization.&quot;&quot;&quot;</span>
+        <span class="n">grouped_names</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;operations_management_administration&quot;</span><span class="p">:</span> <span class="p">[</span>
+                <span class="s2">&quot;project_management_administration&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;marine_management&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;weather_forecasting&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;condition_monitoring&quot;</span><span class="p">,</span>
+            <span class="p">],</span>
+            <span class="s2">&quot;insurance&quot;</span><span class="p">:</span> <span class="p">[</span>
+                <span class="s2">&quot;brokers_fee&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;operations_all_risk&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;business_interruption&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;third_party_liability&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;storm_coverage&quot;</span><span class="p">,</span>
+            <span class="p">],</span>
+            <span class="s2">&quot;annual_leases_fees&quot;</span><span class="p">:</span> <span class="p">[</span>
+                <span class="s2">&quot;submerge_land_lease_costs&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;transmission_charges_rights&quot;</span><span class="p">,</span>
+            <span class="p">],</span>
+        <span class="p">}</span>
+        <span class="n">individual_names</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="s2">&quot;operating_facilities&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;environmental_health_safety_monitoring&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;onshore_electrical_maintenance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;labor&quot;</span><span class="p">,</span>
+        <span class="p">]</span>
+
+        <span class="c1"># Check each category for aggregation</span>
+        <span class="k">for</span> <span class="n">_name</span><span class="p">,</span> <span class="n">_sub_names</span> <span class="ow">in</span> <span class="n">grouped_names</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">cost_category_validator</span><span class="p">(</span><span class="n">_name</span><span class="p">,</span> <span class="n">_sub_names</span><span class="p">)</span>
+
+        <span class="c1"># Check for single value aggregation</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">cost_category_validator</span><span class="p">(</span><span class="s2">&quot;operations&quot;</span><span class="p">,</span> <span class="p">[</span><span class="o">*</span><span class="n">grouped_names</span><span class="p">]</span> <span class="o">+</span> <span class="n">individual_names</span><span class="p">)</span>
+
+        <span class="c1"># Create the value resolution mapping</span>
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;resolution&quot;</span><span class="p">,</span>
+            <span class="p">{</span>
+                <span class="s2">&quot;low&quot;</span><span class="p">:</span> <span class="p">[</span><span class="s2">&quot;operations&quot;</span><span class="p">],</span>
+                <span class="s2">&quot;medium&quot;</span><span class="p">:</span> <span class="p">[</span>
+                    <span class="s2">&quot;operations_management_administration&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;insurance&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;annual_leases_fees&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;operating_facilities&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;environmental_health_safety_monitoring&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;onshore_electrical_maintenance&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;labor&quot;</span><span class="p">,</span>
+                <span class="p">],</span>
+                <span class="s2">&quot;high&quot;</span><span class="p">:</span> <span class="p">[</span>
+                    <span class="s2">&quot;project_management_administration&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;marine_management&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;weather_forecasting&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;condition_monitoring&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;brokers_fee&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;operations_all_risk&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;business_interruption&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;third_party_liability&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;storm_coverage&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;submerge_land_lease_costs&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;transmission_charges_rights&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;operating_facilities&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;environmental_health_safety_monitoring&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;onshore_electrical_maintenance&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;labor&quot;</span><span class="p">,</span>
+                <span class="p">],</span>
+            <span class="p">},</span>
+        <span class="p">)</span>
+
+        <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="s2">&quot;hierarchy&quot;</span><span class="p">,</span>
+            <span class="p">{</span>
+                <span class="s2">&quot;operations&quot;</span><span class="p">:</span> <span class="p">{</span>
+                    <span class="s2">&quot;operations_management_administration&quot;</span><span class="p">:</span> <span class="p">[</span>
+                        <span class="s2">&quot;project_management_administration&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;marine_management&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;weather_forecasting&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;condition_monitoring&quot;</span><span class="p">,</span>
+                    <span class="p">],</span>
+                    <span class="s2">&quot;insurance&quot;</span><span class="p">:</span> <span class="p">[</span>
+                        <span class="s2">&quot;brokers_fee&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;operations_all_risk&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;business_interruption&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;third_party_liability&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;storm_coverage&quot;</span><span class="p">,</span>
+                    <span class="p">],</span>
+                    <span class="s2">&quot;annual_leases_fees&quot;</span><span class="p">:</span> <span class="p">[</span>
+                        <span class="s2">&quot;submerge_land_lease_costs&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;transmission_charges_rights&quot;</span><span class="p">,</span>
+                    <span class="p">],</span>
+                    <span class="s2">&quot;operating_facilities&quot;</span><span class="p">:</span> <span class="p">[],</span>
+                    <span class="s2">&quot;environmental_health_safety_monitoring&quot;</span><span class="p">:</span> <span class="p">[],</span>
+                    <span class="s2">&quot;onshore_electrical_maintenance&quot;</span><span class="p">:</span> <span class="p">[],</span>
+                    <span class="s2">&quot;labor&quot;</span><span class="p">:</span> <span class="p">[],</span>
+                <span class="p">}</span>
+            <span class="p">},</span>
+        <span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="SubString">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.SubString">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">SubString</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;A list of the upstream connections for a turbine and its downstream connector.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    downstream : str</span>
+<span class="sd">        The downstream turbine/substation connection id.</span>
+<span class="sd">    upstream : list[str]</span>
+<span class="sd">        A list of the upstream turbine connections.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">downstream</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">upstream</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span></div>
+
+
+
+<div class="viewcode-block" id="String">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.String">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">String</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;All of the connection information for a complete string in a wind farm.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    start : str</span>
+<span class="sd">        The substation&#39;s ID (``System.id``)</span>
+<span class="sd">    upstream_map : dict[str, SubString]</span>
+<span class="sd">        The dictionary of each turbine ID in the string and it&#39;s upstream ``SubString``.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">start</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">upstream_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">SubString</span><span class="p">]</span></div>
+
+
+
+<div class="viewcode-block" id="SubstationMap">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.SubstationMap">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">SubstationMap</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;A mapping of every ``String`` connected to a substation, excluding export</span>
+<span class="sd">    connections to other substations.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    string_starts : list[str]</span>
+<span class="sd">        A list of every first turbine&#39;s ``System.id`` in a string connected to the</span>
+<span class="sd">        substation.</span>
+<span class="sd">    string_map : dict[str, String]</span>
+<span class="sd">        A dictionary mapping each string starting turbine to its ``String`` data.</span>
+<span class="sd">    downstream : str</span>
+<span class="sd">        The ``System.id`` of where the export cable leads. This should be the same</span>
+<span class="sd">        ``System.id`` as the substation for an interconnection point, or another</span>
+<span class="sd">        connecting substation.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">string_starts</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span>
+    <span class="n">string_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">String</span><span class="p">]</span>
+    <span class="n">downstream</span><span class="p">:</span> <span class="nb">str</span></div>
+
+
+
+<div class="viewcode-block" id="WindFarmMap">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.WindFarmMap">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">WindFarmMap</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;A list of the upstream connections for a turbine and its downstream connector.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    substation_map : list[str]</span>
+<span class="sd">        A dictionary mapping of each substation and its ``SubstationMap``.</span>
+<span class="sd">    export_cables : list[tuple[str, str]]</span>
+<span class="sd">        A list of the export cable connections.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">substation_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">SubstationMap</span><span class="p">]</span>
+    <span class="n">export_cables</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span>
+
+<div class="viewcode-block" id="WindFarmMap.get_upstream_connections">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.WindFarmMap.get_upstream_connections">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_upstream_connections</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">substation</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">string_start</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">node</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">return_cables</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Retrieve the upstream turbines (and optionally cables) within the wind farm</span>
+<span class="sd">        graph.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        substation : str</span>
+<span class="sd">            The substation&#39;s ``System.id``.</span>
+<span class="sd">        string_start : str</span>
+<span class="sd">            The ``System.id`` of the first turbine in the string.</span>
+<span class="sd">        node : str</span>
+<span class="sd">            The ``System.id`` of the ending node for a cable connection.</span>
+<span class="sd">        return_cables : bool</span>
+<span class="sd">            Indicates if the ``Cable.id`` should be generated for each of the turbines,</span>
+<span class="sd">            by default True.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        list[str] | tuple[list[str], list[str]]</span>
+<span class="sd">            A list of ``System.id`` for all of the upstream turbines of ``node`` if</span>
+<span class="sd">            ``cables=False``, otherwise the upstream turbine and the ``Cable.id`` lists</span>
+<span class="sd">            are returned.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">strings</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_map</span><span class="p">[</span><span class="n">substation</span><span class="p">]</span><span class="o">.</span><span class="n">string_map</span>
+        <span class="n">upstream</span> <span class="o">=</span> <span class="n">strings</span><span class="p">[</span><span class="n">string_start</span><span class="p">]</span><span class="o">.</span><span class="n">upstream_map</span>
+        <span class="n">turbines</span> <span class="o">=</span> <span class="n">upstream</span><span class="p">[</span><span class="n">node</span><span class="p">]</span><span class="o">.</span><span class="n">upstream</span>
+        <span class="k">if</span> <span class="n">return_cables</span><span class="p">:</span>
+            <span class="n">cables</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="sa">f</span><span class="s2">&quot;cable::</span><span class="si">{</span><span class="n">node</span><span class="w"> </span><span class="k">if</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="mi">0</span><span class="w"> </span><span class="k">else</span><span class="w"> </span><span class="n">turbines</span><span class="p">[</span><span class="n">i</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="mi">1</span><span class="p">]</span><span class="si">}</span><span class="s2">::</span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2">&quot;</span>
+                <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">t</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">turbines</span><span class="p">)</span>
+            <span class="p">]</span>
+            <span class="k">return</span> <span class="n">turbines</span><span class="p">,</span> <span class="n">cables</span>
+        <span class="k">return</span> <span class="n">turbines</span></div>
+
+
+<div class="viewcode-block" id="WindFarmMap.get_upstream_connections_from_substation">
+<a class="viewcode-back" href="../../../API/types.html#wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_upstream_connections_from_substation</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">substation</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">return_cables</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> <span class="n">by_string</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="p">(</span>
+        <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span>
+        <span class="o">|</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span>
+        <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span>
+        <span class="o">|</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]],</span> <span class="nb">list</span><span class="p">[</span><span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]]</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Retrieve the upstream turbines (and optionally, cables) connected to a</span>
+<span class="sd">        py:attr:`substation` in the wind farm graph.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        substation : str</span>
+<span class="sd">            The py:attr:`System.id` for the substation.</span>
+<span class="sd">        return_cables : bool, optional</span>
+<span class="sd">            Indicates if the ``Cable.id`` should be generated for each of the turbines,</span>
+<span class="sd">            by default True</span>
+<span class="sd">        by_string : bool, optional</span>
+<span class="sd">            Indicates if the list of turbines (and cables) should be a nested list for</span>
+<span class="sd">            each string (py:obj:`True`), or as 1-D list (py:obj:`False`), by default</span>
+<span class="sd">            True.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        list[str] | tuple[list[str], list[str]]</span>
+<span class="sd">            A list of ``System.id`` for all of the upstream turbines of ``node`` if</span>
+<span class="sd">            ``return_cables=False``, otherwise the upstream turbine and the ``Cable.id``</span>
+<span class="sd">            lists are returned. These are bifurcated in lists of lists for each string</span>
+<span class="sd">            if ``by_string=True``</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">turbines</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="n">cables</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="n">substation_map</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_map</span><span class="p">[</span><span class="n">substation</span><span class="p">]</span>
+        <span class="n">start_nodes</span> <span class="o">=</span> <span class="n">substation_map</span><span class="o">.</span><span class="n">string_starts</span>
+        <span class="k">for</span> <span class="n">start_node</span> <span class="ow">in</span> <span class="n">start_nodes</span><span class="p">:</span>
+            <span class="c1"># Add the starting node of the string and substation-turbine array cable</span>
+            <span class="n">_turbines</span> <span class="o">=</span> <span class="p">[</span><span class="n">start_node</span><span class="p">]</span>
+            <span class="n">_cables</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;cable::</span><span class="si">{</span><span class="n">substation</span><span class="si">}</span><span class="s2">::</span><span class="si">{</span><span class="n">start_node</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">]</span>
+
+            <span class="c1"># Add the main components of the string</span>
+            <span class="n">_t</span><span class="p">,</span> <span class="n">_c</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_upstream_connections</span><span class="p">(</span><span class="n">substation</span><span class="p">,</span> <span class="n">start_node</span><span class="p">,</span> <span class="n">start_node</span><span class="p">)</span>
+            <span class="n">_turbines</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">_t</span><span class="p">)</span>
+            <span class="n">_cables</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">_c</span><span class="p">)</span>
+            <span class="n">turbines</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">_turbines</span><span class="p">)</span>
+            <span class="n">cables</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">_cables</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_string</span><span class="p">:</span>
+            <span class="n">turbines</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">string</span> <span class="ow">in</span> <span class="n">turbines</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">string</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+            <span class="n">cables</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">string</span> <span class="ow">in</span> <span class="n">cables</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">string</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+
+        <span class="k">if</span> <span class="n">return_cables</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">turbines</span><span class="p">,</span> <span class="n">cables</span>
+        <span class="k">return</span> <span class="n">turbines</span></div>
+</div>
+
+</pre></div>
+
+                </article>
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+  <h1>Source code for wombat.core.environment</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Provides the O&amp;M Enviroment class; a subclass of simpy.Environment.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">io</span>
+<span class="kn">import</span> <span class="nn">csv</span>
+<span class="kn">import</span> <span class="nn">math</span>
+<span class="kn">import</span> <span class="nn">logging</span>
+<span class="kn">import</span> <span class="nn">datetime</span> <span class="k">as</span> <span class="nn">dt</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">datetime</span><span class="p">,</span> <span class="n">timedelta</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">simpy</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">polars</span> <span class="k">as</span> <span class="nn">pl</span>
+<span class="kn">import</span> <span class="nn">pyarrow</span> <span class="k">as</span> <span class="nn">pa</span>
+<span class="kn">import</span> <span class="nn">pyarrow.csv</span>  <span class="c1"># pylint: disable=W0611</span>
+<span class="kn">from</span> <span class="nn">simpy.events</span> <span class="kn">import</span> <span class="n">Event</span>
+
+<span class="kn">import</span> <span class="nn">wombat</span>  <span class="c1"># pylint: disable=W0611</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities</span> <span class="kn">import</span> <span class="n">hours_until_future_hour</span>
+<span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span> <span class="n">parse_date</span>
+
+
+<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+
+
+<span class="n">EVENTS_COLUMNS</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;datetime&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;env_datetime&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;env_time&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;agent&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;action&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;reason&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;additional&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;system_id&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;system_name&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;part_id&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;part_name&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;system_operating_level&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;part_operating_level&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;duration&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;distance_km&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;request_id&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;location&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;materials_cost&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;hourly_labor_cost&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;salary_labor_cost&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;total_labor_cost&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;equipment_cost&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;total_cost&quot;</span><span class="p">,</span>
+<span class="p">]</span>
+
+
+<div class="viewcode-block" id="WombatEnvironment">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment">[docs]</a>
+<span class="k">class</span> <span class="nc">WombatEnvironment</span><span class="p">(</span><span class="n">simpy</span><span class="o">.</span><span class="n">Environment</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The primary mechanism for powering an O&amp;M simulation. This object has insight</span>
+<span class="sd">    into all other simulation objects, and controls the timing, date/time stamps, and</span>
+<span class="sd">    weather conditions.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    data_dir : pathlib.Path | str</span>
+<span class="sd">        Directory where the inputs are stored and where to save outputs.</span>
+<span class="sd">    weather_file : str</span>
+<span class="sd">        Name of the weather file. Should be contained within ``data_dir``/weather/, with</span>
+<span class="sd">        columns &quot;datetime&quot;, &quot;windspeed&quot;, and, optionally, &quot;waveheight&quot;. The datetime</span>
+<span class="sd">        column should adhere to the following format: &quot;MM/DD/YY HH:MM&quot;, in 24-hour time.</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        Starting time for the repair crew, in 24 hour local time. This can be overridden</span>
+<span class="sd">        by an ``ServiceEquipmentData`` object that operates outside of the &quot;typical&quot;</span>
+<span class="sd">        working hours.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        Ending time for the repair crew, in 24 hour local time. This can be overridden</span>
+<span class="sd">        by an ``ServiceEquipmentData`` object that operates outside of the &quot;typical&quot;</span>
+<span class="sd">        working hours.</span>
+<span class="sd">    simulation_name : str | None, optional</span>
+<span class="sd">        Name of the simulation; will be used for naming the log file, by default None.</span>
+<span class="sd">        If ``None``, then the current time will be used. Will always save to</span>
+<span class="sd">        ``data_dir``/outputs/logs/``simulation_name``.log.</span>
+
+<span class="sd">        .. note: spaces (&quot; &quot;) will be replaced with underscores (&quot;_&quot;), for example:</span>
+<span class="sd">            &quot;my example analysis&quot; becomes &quot;my_example_analysis&quot;.</span>
+
+<span class="sd">    start_year : int | None, optional</span>
+<span class="sd">        Custom starting year for the weather profile, by default None. If ``None`` or</span>
+<span class="sd">        less than the first year of the weather profile, this will be ignored.</span>
+<span class="sd">    end_year : int | None, optional</span>
+<span class="sd">        Custom ending year for the weather profile, by default None. If ``None`` or</span>
+<span class="sd">        greater than the last year of the weather profile, this will be ignored.</span>
+<span class="sd">    port_distance : int | float</span>
+<span class="sd">        The simulation-wide daily travel distance for servicing equipment. This</span>
+<span class="sd">        should be used as a base setting when multiple or all servicing equipment</span>
+<span class="sd">        will be operating out of the same base location, but can be individually</span>
+<span class="sd">        modified.</span>
+<span class="sd">    non_operational_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level,</span>
+<span class="sd">        an undefined or later starting date will be overridden for all servicing</span>
+<span class="sd">        equipment and any modeled port, by default None.</span>
+<span class="sd">    non_operational_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level,</span>
+<span class="sd">        an undefined or earlier ending date will be overridden for all servicing</span>
+<span class="sd">        equipment and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level,</span>
+<span class="sd">        an undefined or later starting date will be overridden for all servicing</span>
+<span class="sd">        equipment and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level,</span>
+<span class="sd">        an undefined or earlier ending date will be overridden for all servicing</span>
+<span class="sd">        equipment and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed : float</span>
+<span class="sd">        The maximum operating speed during the annualized reduced speed operations.</span>
+<span class="sd">        When defined at the environment level, an undefined or faster value will be</span>
+<span class="sd">        overridden for all servicing equipment and any modeled port, by default 0.0.</span>
+<span class="sd">    random_seed : int | None</span>
+<span class="sd">        The random seed to be passed to a universal NumPy ``default_rng`` object to</span>
+<span class="sd">        generate Weibull random generators, by default None.</span>
+<span class="sd">    random_generator: np.random._generator.Generator | None</span>
+<span class="sd">        An optional numpy random generator that can be provided to seed a simulation</span>
+<span class="sd">        with the same generator each time, in place of the random seed. If a</span>
+<span class="sd">        :py:attr:`random_seed` is also provided, this will override the random seed,</span>
+<span class="sd">        by default None.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    FileNotFoundError</span>
+<span class="sd">        Raised if ``data_dir`` cannot be found.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">data_dir</span><span class="p">:</span> <span class="n">Path</span> <span class="o">|</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">weather_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+        <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+        <span class="n">simulation_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">port_distance</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">non_operational_start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">non_operational_end</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">reduced_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.0</span><span class="p">,</span>
+        <span class="n">random_seed</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">random_generator</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initialization.&quot;&quot;&quot;</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">data_dir</span><span class="p">)</span><span class="o">.</span><span class="n">resolve</span><span class="p">()</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span>
+            <span class="k">raise</span> <span class="ne">FileNotFoundError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span><span class="si">}</span><span class="s2"> does not exist&quot;</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">workday_start</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">workday_end</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="mi">0</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">&lt;=</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;workday_start must be a valid 24hr time before midnight.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="mi">0</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">&lt;=</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;workday_end must be a valid 24hr time.&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;Work shifts must end after they start (</span><span class="si">{self.workday_start}</span><span class="s2">hrs).&quot;</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">port_distance</span> <span class="o">=</span> <span class="n">port_distance</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">weather</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_setup</span><span class="p">(</span><span class="n">weather_file</span><span class="p">,</span> <span class="n">start_year</span><span class="p">,</span> <span class="n">end_year</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">weather_dates</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">to_pandas</span><span class="p">()</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">to_pydatetime</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">shift_length</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span>
+
+        <span class="c1"># Set the environmental consideration parameters</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_start</span> <span class="o">=</span> <span class="n">parse_date</span><span class="p">(</span><span class="n">non_operational_start</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">non_operational_end</span> <span class="o">=</span> <span class="n">parse_date</span><span class="p">(</span><span class="n">non_operational_end</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed_start</span> <span class="o">=</span> <span class="n">parse_date</span><span class="p">(</span><span class="n">reduced_speed_start</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed_end</span> <span class="o">=</span> <span class="n">parse_date</span><span class="p">(</span><span class="n">reduced_speed_end</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">reduced_speed</span> <span class="o">=</span> <span class="n">reduced_speed</span>
+
+        <span class="k">if</span> <span class="n">random_generator</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span> <span class="o">=</span> <span class="n">random_generator</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_seed</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="k">elif</span> <span class="n">random_seed</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_seed</span> <span class="o">=</span> <span class="n">random_seed</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">(</span><span class="n">seed</span><span class="o">=</span><span class="n">random_seed</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_seed</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">()</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">simulation_name</span> <span class="o">=</span> <span class="n">simulation_name</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_logging_setup</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_log_actions</span><span class="p">())</span>
+
+<div class="viewcode-block" id="WombatEnvironment._register_windfarm">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._register_windfarm">[docs]</a>
+    <span class="k">def</span> <span class="nf">_register_windfarm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Adds the simulation windfarm to the class attributes.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">windfarm</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.run">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.run">[docs]</a>
+    <span class="k">def</span> <span class="nf">run</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">until</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">Event</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Extends the ``simpy.Environment.run`` method to change the default behavior</span>
+<span class="sd">        if no argument is passed to ``until``, which will now run a simulation until the</span>
+<span class="sd">        end of the weather profile is reached.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        until : Optional[Union[int, float, Event]], optional</span>
+<span class="sd">            When to stop the simulation, by default None. See documentation on</span>
+<span class="sd">            ``simpy.Environment.run`` for more details.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># If running a paused simulation, then reopen the file and append, but only if</span>
+        <span class="c1"># the simulation time is lower than the upper bound</span>
+        <span class="n">time_check</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">now</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="o">.</span><span class="n">closed</span> <span class="ow">and</span> <span class="n">time_check</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">events_log_fname</span><span class="p">,</span> <span class="s2">&quot;a&quot;</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span> <span class="o">=</span> <span class="n">csv</span><span class="o">.</span><span class="n">DictWriter</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span> <span class="n">fieldnames</span><span class="o">=</span><span class="n">EVENTS_COLUMNS</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">)</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="o">.</span><span class="n">closed</span> <span class="ow">and</span> <span class="n">time_check</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="p">:</span> <span class="n">io</span><span class="o">.</span><span class="n">TextIOWrapper</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">operations_log_fname</span><span class="p">,</span> <span class="s2">&quot;a&quot;</span>
+            <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">_setup_logger</span><span class="p">(</span><span class="n">initial</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">until</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">until</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span>
+        <span class="k">elif</span> <span class="n">until</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span><span class="p">:</span>
+            <span class="n">until</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">until</span><span class="o">=</span><span class="n">until</span><span class="p">)</span>
+        <span class="k">except</span> <span class="ne">BaseException</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="c1"># Flush the logs to so the simulation up to the point of failure is logged</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_operations_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+            <span class="nb">print</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Simulation failed at hour </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">now</span><span class="si">:</span><span class="s2">,.6f</span><span class="si">}</span><span class="s2">,&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; simulation time: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">simulation_time</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+            <span class="k">raise</span> <span class="n">e</span>
+
+        <span class="c1"># Ensure all logged events make it to their target file</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_operations_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment._logging_setup">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._logging_setup">[docs]</a>
+    <span class="k">def</span> <span class="nf">_logging_setup</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Completes the setup for logging data.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_name</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">simulation_name</span> <span class="o">=</span> <span class="n">simulation</span> <span class="o">=</span> <span class="s2">&quot;wombat&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">simulation</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">&quot; &quot;</span><span class="p">,</span> <span class="s2">&quot;_&quot;</span><span class="p">)</span>
+        <span class="n">dt_stamp</span> <span class="o">=</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2">_%H-%M-%S&quot;</span><span class="p">)</span>
+
+        <span class="n">events_log_fname</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dt_stamp</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">simulation</span><span class="si">}</span><span class="s2">_events.csv&quot;</span>
+        <span class="n">operations_log_fname</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dt_stamp</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">simulation</span><span class="si">}</span><span class="s2">_operations.csv&quot;</span>
+        <span class="n">power_potential_fname</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dt_stamp</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">simulation</span><span class="si">}</span><span class="s2">_power_potential.csv&quot;</span>
+        <span class="n">power_production_fname</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dt_stamp</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">simulation</span><span class="si">}</span><span class="s2">_power_production.csv&quot;</span>
+        <span class="n">metrics_input_fname</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">dt_stamp</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">simulation</span><span class="si">}</span><span class="s2">_metrics_inputs.yaml&quot;</span>
+
+        <span class="n">log_path</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;results&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">log_path</span><span class="o">.</span><span class="n">exists</span><span class="p">():</span>
+            <span class="n">log_path</span><span class="o">.</span><span class="n">mkdir</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">events_log_fname</span> <span class="o">=</span> <span class="n">log_path</span> <span class="o">/</span> <span class="n">events_log_fname</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">operations_log_fname</span> <span class="o">=</span> <span class="n">log_path</span> <span class="o">/</span> <span class="n">operations_log_fname</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">power_potential_fname</span> <span class="o">=</span> <span class="n">log_path</span> <span class="o">/</span> <span class="n">power_potential_fname</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">power_production_fname</span> <span class="o">=</span> <span class="n">log_path</span> <span class="o">/</span> <span class="n">power_production_fname</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">metrics_input_fname</span> <span class="o">=</span> <span class="n">log_path</span> <span class="o">/</span> <span class="n">metrics_input_fname</span>
+
+        <span class="n">_dir</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;results&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">_dir</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span>
+            <span class="n">_dir</span><span class="o">.</span><span class="n">mkdir</span><span class="p">()</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">events_log_fname</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span> <span class="o">=</span> <span class="nb">open</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">operations_log_fname</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span> <span class="o">=</span> <span class="n">csv</span><span class="o">.</span><span class="n">DictWriter</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span> <span class="n">fieldnames</span><span class="o">=</span><span class="n">EVENTS_COLUMNS</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span><span class="o">.</span><span class="n">writeheader</span><span class="p">()</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.get_random_seconds">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.get_random_seconds">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_random_seconds</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">low</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span> <span class="n">high</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Generate a random number of seconds to wait, between :py:attr:`low` and</span>
+<span class="sd">        :py:attr:`high`.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        low : int, optional</span>
+<span class="sd">            Minimum number of seconds to wait, by default 0.</span>
+<span class="sd">        high : int, optional</span>
+<span class="sd">            Maximum number of seconds to wait, by default 10.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            Number of seconds to wait.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">seconds_to_wait</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span><span class="o">.</span><span class="n">integers</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="n">low</span><span class="p">,</span> <span class="n">high</span><span class="o">=</span><span class="n">high</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mf">3600.0</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">seconds_to_wait</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">simulation_time</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">datetime</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Current time within the simulation (&quot;datetime&quot; column within weather).&quot;&quot;&quot;</span>
+        <span class="n">now</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">now</span>
+        <span class="n">minutes</span> <span class="o">=</span> <span class="n">now</span> <span class="o">%</span> <span class="mi">1</span> <span class="o">*</span> <span class="mi">60</span>
+        <span class="k">if</span> <span class="n">now</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_run_time</span><span class="p">:</span>
+            <span class="n">_dt</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather_dates</span><span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="n">now</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)]</span>
+            <span class="n">_dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">_dt</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather_dates</span><span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="n">now</span><span class="p">)]</span>
+
+        <span class="n">minutes</span><span class="p">,</span> <span class="n">seconds</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="n">minutes</span><span class="p">),</span> <span class="n">math</span><span class="o">.</span><span class="n">ceil</span><span class="p">(</span><span class="n">minutes</span> <span class="o">%</span> <span class="mi">1</span> <span class="o">*</span> <span class="mi">60</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">_dt</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">minutes</span><span class="o">=</span><span class="n">minutes</span><span class="p">,</span> <span class="n">seconds</span><span class="o">=</span><span class="n">seconds</span><span class="p">)</span>
+
+<div class="viewcode-block" id="WombatEnvironment.is_workshift">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.is_workshift">[docs]</a>
+    <span class="k">def</span> <span class="nf">is_workshift</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Check if the current simulation time is within the windfarm&#39;s working hours.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        workday_start : int</span>
+<span class="sd">            A valid hour in 24 hour time, by default -1. This should only be provided</span>
+<span class="sd">            from an ``ServiceEquipmentData`` object. ``workday_end`` must also be</span>
+<span class="sd">            provided in order to be used.</span>
+<span class="sd">        workday_end : int</span>
+<span class="sd">            A valid hour in 24 hour time, by default -1. This should only be provided</span>
+<span class="sd">            from an ``ServiceEquipmentData`` object. ``workday_start`` must also be</span>
+<span class="sd">            provided in order to be used.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        bool</span>
+<span class="sd">            True if it&#39;s valid working hours, False otherwise.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="o">-</span><span class="mi">1</span> <span class="ow">in</span> <span class="p">(</span><span class="n">workday_start</span><span class="p">,</span> <span class="n">workday_end</span><span class="p">):</span>
+            <span class="c1"># Return True if the shift is around the clock</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>
+                <span class="k">return</span> <span class="kc">True</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">hour</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span>
+
+        <span class="c1"># Return true if the shift is around the clock</span>
+        <span class="k">if</span> <span class="n">workday_start</span> <span class="o">==</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">workday_end</span> <span class="o">==</span> <span class="mi">24</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">True</span>
+
+        <span class="k">return</span> <span class="n">workday_start</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">hour</span> <span class="o">&lt;</span> <span class="n">workday_end</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.hour_in_shift">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.hour_in_shift">[docs]</a>
+    <span class="k">def</span> <span class="nf">hour_in_shift</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">hour</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Checks whether an ``hour`` is within the working hours.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hour : int</span>
+<span class="sd">            Hour of the day.</span>
+<span class="sd">        workday_start : int</span>
+<span class="sd">            A valid hour in 24 hour time, by default -1. This should only be provided</span>
+<span class="sd">            from an ``ServiceEquipmentData`` object. ``workday_end`` must also be</span>
+<span class="sd">            provided in order to be used.</span>
+<span class="sd">        workday_end : int</span>
+<span class="sd">            A valid hour in 24 hour time, by default -1. This should only be provided</span>
+<span class="sd">            from an ``ServiceEquipmentData`` object. ``workday_start`` must also be</span>
+<span class="sd">            provided in order to be used.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        bool</span>
+<span class="sd">            True if ``hour`` is during working hours, False otherwise.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="o">-</span><span class="mi">1</span> <span class="ow">in</span> <span class="p">(</span><span class="n">workday_start</span><span class="p">,</span> <span class="n">workday_end</span><span class="p">):</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="o">&lt;=</span> <span class="n">hour</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_end</span>
+        <span class="k">return</span> <span class="n">workday_start</span> <span class="o">&lt;=</span> <span class="n">hour</span> <span class="o">&lt;</span> <span class="n">workday_end</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.hours_to_next_shift">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.hours_to_next_shift">[docs]</a>
+    <span class="k">def</span> <span class="nf">hours_to_next_shift</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Time until the next work shift starts, in hours.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        workday_start : int</span>
+<span class="sd">            A valid hour in 24 hour time, by default -1. This should only be provided</span>
+<span class="sd">            from an ``ServiceEquipmentData`` object.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            Hours until the next shift starts.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_time</span>
+        <span class="n">start</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">workday_start</span> <span class="k">if</span> <span class="n">workday_start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span> <span class="k">else</span> <span class="n">workday_start</span>
+        <span class="k">if</span> <span class="n">current</span><span class="o">.</span><span class="n">hour</span> <span class="o">&lt;</span> <span class="n">start</span><span class="p">:</span>
+            <span class="c1"># difference between now and workday start</span>
+            <span class="k">return</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">start</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">current</span><span class="o">.</span><span class="n">hour</span> <span class="o">==</span> <span class="n">start</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="c1"># Need to manually move forward one whole day to avoid an infinite loop</span>
+            <span class="k">return</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="mi">24</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># time to midnight + hour of workday start</span>
+            <span class="k">return</span> <span class="n">start</span> <span class="o">+</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="mi">0</span><span class="p">)</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">current_time</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Timestamp for the current time as a datetime.datetime.strftime.&quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">()</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M:%S.</span><span class="si">%f</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<div class="viewcode-block" id="WombatEnvironment.date_ix">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.date_ix">[docs]</a>
+    <span class="k">def</span> <span class="nf">date_ix</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">date</span><span class="p">:</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="n">dt</span><span class="o">.</span><span class="n">date</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">int</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The first index of a future date. This corresponds to the number of hours</span>
+<span class="sd">        until this dates from the very beginning of the simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        date : datetime.datetime | datetime.date</span>
+<span class="sd">            A date within the environment&#39;s simulation range.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        int</span>
+<span class="sd">            Index of the weather profile corresponds to the first hour of ``date``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">date</span><span class="p">,</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
+            <span class="n">date</span> <span class="o">=</span> <span class="n">date</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
+        <span class="n">ix</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="n">date</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">ix</span><span class="o">.</span><span class="n">item</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment._weather_setup">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._weather_setup">[docs]</a>
+    <span class="k">def</span> <span class="nf">_weather_setup</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">weather_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pl</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Reads the weather data from the &quot;&lt;inputs&gt;/weather&quot; directory, and creates the</span>
+<span class="sd">        ``start_date`` and ``end_date`` time stamps for the simulation.</span>
+
+<span class="sd">        This also fills any missing data with zeros and interpolates the values of any</span>
+<span class="sd">        missing datetime entries.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        weather_file : str</span>
+<span class="sd">            Name of the weather file to be used by the environment. Should be contained</span>
+<span class="sd">            within ``data_dir/weather``.</span>
+<span class="sd">        start_year : Optional[int], optional</span>
+<span class="sd">            Custom starting year for the weather profile, by default None. If ``None``</span>
+<span class="sd">            or less than the first year of the weather profile, this will be ignored.</span>
+<span class="sd">        end_year : Optional[int], optional</span>
+<span class="sd">            Custom ending year for the weather profile, by default None. If ``None`` or</span>
+<span class="sd">            greater than the last year of the weather profile, this will be ignored.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The wind (and  wave) timeseries.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">REQUIRED</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;windspeed&quot;</span><span class="p">,</span> <span class="s2">&quot;waveheight&quot;</span><span class="p">]</span>
+
+        <span class="c1"># PyArrow datetime conversion setup</span>
+        <span class="n">convert_options</span> <span class="o">=</span> <span class="n">pa</span><span class="o">.</span><span class="n">csv</span><span class="o">.</span><span class="n">ConvertOptions</span><span class="p">(</span>
+            <span class="n">timestamp_parsers</span><span class="o">=</span><span class="p">[</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%y %H:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%y %I:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%y %H:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%y %I:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%Y %H:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%Y %I:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%Y %H:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m/</span><span class="si">%d</span><span class="s2">/%Y %I:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%y %H:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%y %I:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%y %H:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%y %I:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%Y %H:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%Y %I:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%Y %H:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%m-</span><span class="si">%d</span><span class="s2">-%Y %I:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %I:%M&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %H:%M:%S&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;%Y-%m-</span><span class="si">%d</span><span class="s2"> %I:%M:%S&quot;</span><span class="p">,</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+        <span class="n">weather</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pl</span><span class="o">.</span><span class="n">from_pandas</span><span class="p">(</span>
+                <span class="n">pa</span><span class="o">.</span><span class="n">csv</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;weather&quot;</span> <span class="o">/</span> <span class="n">weather_file</span><span class="p">,</span>
+                    <span class="n">convert_options</span><span class="o">=</span><span class="n">convert_options</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="o">.</span><span class="n">to_pandas</span><span class="p">()</span>
+                <span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mf">0.0</span><span class="p">)</span>
+                <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
+                <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+                <span class="o">.</span><span class="n">resample</span><span class="p">(</span><span class="s2">&quot;H&quot;</span><span class="p">)</span>
+                <span class="o">.</span><span class="n">interpolate</span><span class="p">(</span><span class="n">limit_direction</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">)</span>  <span class="c1"># , limit=5)</span>
+                <span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="o">.</span><span class="n">with_row_count</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">with_columns</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">Datetime</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">cast_time_unit</span><span class="p">(</span><span class="s2">&quot;ns&quot;</span><span class="p">),</span>
+                    <span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">hour</span><span class="p">())</span><span class="o">.</span><span class="n">alias</span><span class="p">(</span><span class="s2">&quot;hour&quot;</span><span class="p">),</span>
+                <span class="p">]</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="n">missing</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">REQUIRED</span><span class="p">)</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span><span class="n">weather</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">missing</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">KeyError</span><span class="p">(</span>
+                <span class="s2">&quot;The weather data are missing the following required columns:&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; </span><span class="si">{</span><span class="n">missing</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Create the start and end points</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">start_datetime</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">min</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">start_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_datetime</span><span class="o">.</span><span class="n">year</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">end_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span><span class="o">.</span><span class="n">year</span>
+
+        <span class="k">if</span> <span class="n">start_year</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">end_year</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">weather</span>
+
+        <span class="k">if</span> <span class="n">start_year</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">pass</span>
+        <span class="k">elif</span> <span class="n">start_year</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_year</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;&#39;start_year&#39; (</span><span class="si">{</span><span class="n">start_year</span><span class="si">}</span><span class="s2">) occurs after the last available year&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; in the weather data (range: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">end_year</span><span class="si">}</span><span class="s2">)&quot;</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># Filter for the provided, validated starting year and update the attribute</span>
+            <span class="n">weather</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="p">()</span> <span class="o">&gt;=</span> <span class="n">start_year</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">start_datetime</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">min</span><span class="p">()</span>
+            <span class="n">start_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_datetime</span><span class="o">.</span><span class="n">year</span>
+
+        <span class="k">if</span> <span class="n">end_year</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">pass</span>
+        <span class="k">elif</span> <span class="n">start_year</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">end_year</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">start_year</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;The provided &#39;end_year&#39; (</span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">) is before the start_year&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; (</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">start_year</span><span class="si">}</span><span class="s2">)&quot;</span>
+            <span class="p">)</span>
+        <span class="k">elif</span> <span class="n">start_year</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">end_year</span> <span class="o">&lt;</span> <span class="n">start_year</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="sa">f</span><span class="s2">&quot;The provided &#39;end_year&#39; (</span><span class="si">{</span><span class="n">end_year</span><span class="si">}</span><span class="s2">) is before the start_year&quot;</span>
+                    <span class="sa">f</span><span class="s2">&quot; (</span><span class="si">{</span><span class="n">start_year</span><span class="si">}</span><span class="s2">)&quot;</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="c1"># Filter for the provided, validated ending year and update</span>
+                <span class="n">weather</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="p">()</span> <span class="o">&lt;=</span> <span class="n">end_year</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">end_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span><span class="o">.</span><span class="n">year</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># Filter for the provided, validated ending year and update the attribute</span>
+            <span class="n">weather</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="p">()</span> <span class="o">&lt;=</span> <span class="n">end_year</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">get_column</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">max</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">end_year</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span><span class="o">.</span><span class="n">year</span>
+
+        <span class="n">column_order</span> <span class="o">=</span> <span class="n">weather</span><span class="o">.</span><span class="n">columns</span>
+        <span class="n">column_order</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">column_order</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">column_order</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;hour&quot;</span><span class="p">)))</span>
+        <span class="n">column_order</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">column_order</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">column_order</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;waveheight&quot;</span><span class="p">)))</span>
+        <span class="n">column_order</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">column_order</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">column_order</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;windspeed&quot;</span><span class="p">)))</span>
+        <span class="n">column_order</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">column_order</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">column_order</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)))</span>
+        <span class="n">column_order</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">column_order</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">column_order</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;row_nr&quot;</span><span class="p">)))</span>
+
+        <span class="c1"># Ensure the columns are ordered correctly and re-compute pandas-compatible ix</span>
+        <span class="k">return</span> <span class="n">weather</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">column_order</span><span class="p">)</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="s2">&quot;row_nr&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">with_row_count</span><span class="p">()</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">weather_now</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pl</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The current weather.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pl.DataFrame</span>
+<span class="sd">            A length 1 slice from the weather profile at the current ``int()`` rounded</span>
+<span class="sd">            hour, in simulation time.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Rounds down because we won&#39;t arrive at the next weather event until that hour</span>
+        <span class="n">now</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">now</span><span class="p">)</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">now</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+
+<div class="viewcode-block" id="WombatEnvironment.weather_forecast">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.weather_forecast">[docs]</a>
+    <span class="k">def</span> <span class="nf">weather_forecast</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Returns the datetime, wind, wave, and hour data for the next ``hours`` hours,</span>
+<span class="sd">        starting from the current hour&#39;s weather.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hours : Union[int, float]</span>
+<span class="sd">            Number of hours to look ahead, rounds up to the nearest hour.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[pl.Series, pl.Series, pl.Series, pl.Series]</span>
+<span class="sd">            Each of the relevant columns (datetime, wind, wave, hour) from the weather</span>
+<span class="sd">            profile.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># If it&#39;s not on the hour, ensure we&#39;re looking ``hours`` hours into the future</span>
+        <span class="n">start</span> <span class="o">=</span> <span class="n">math</span><span class="o">.</span><span class="n">floor</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">now</span><span class="p">)</span>
+        <span class="n">_</span><span class="p">,</span> <span class="n">ix</span><span class="p">,</span> <span class="n">wind</span><span class="p">,</span> <span class="n">wave</span><span class="p">,</span> <span class="n">hour</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span>
+            <span class="n">start</span><span class="p">,</span> <span class="n">math</span><span class="o">.</span><span class="n">ceil</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span> <span class="o">+</span> <span class="n">math</span><span class="o">.</span><span class="n">ceil</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">now</span> <span class="o">%</span> <span class="mi">1</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">ix</span><span class="p">,</span> <span class="n">hour</span><span class="p">,</span> <span class="n">wind</span><span class="p">,</span> <span class="n">wave</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.log_action">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.log_action">[docs]</a>
+    <span class="k">def</span> <span class="nf">log_action</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="o">*</span><span class="p">,</span>
+        <span class="n">agent</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">action</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">reason</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">additional</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
+        <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
+        <span class="n">system_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
+        <span class="n">part_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
+        <span class="n">part_name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;&quot;</span><span class="p">,</span>
+        <span class="n">system_ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">part_ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">duration</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">distance_km</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;na&quot;</span><span class="p">,</span>
+        <span class="n">location</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;na&quot;</span><span class="p">,</span>
+        <span class="n">materials_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">hourly_labor_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">salary_labor_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">equipment_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Formats the logging messages into the expected format for logging.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        agent : str</span>
+<span class="sd">            Agent performing the action.</span>
+<span class="sd">        action : str</span>
+<span class="sd">            Action that was taken.</span>
+<span class="sd">        reason : str</span>
+<span class="sd">            Reason an action was taken.</span>
+<span class="sd">        additional : str</span>
+<span class="sd">            Any additional information that needs to be logged.</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            Turbine ID, ``System.id``, by default &quot;&quot;.</span>
+<span class="sd">        system_name : str</span>
+<span class="sd">            Turbine name, ``System.name``, by default &quot;&quot;.</span>
+<span class="sd">        part_id : str</span>
+<span class="sd">            Subassembly, component, or cable ID, ``_.id``, by default &quot;&quot;.</span>
+<span class="sd">        part_name : str</span>
+<span class="sd">            Subassembly, component, or cable name, ``_.name``, by default &quot;&quot;.</span>
+<span class="sd">        system_ol : float | int</span>
+<span class="sd">            Turbine operating level, ``System.operating_level``. Use an empty string</span>
+<span class="sd">            for n/a, by default 0.</span>
+<span class="sd">        part_ol : float | int</span>
+<span class="sd">            Subassembly, component, or cable operating level, ``_.operating_level``. Use</span>
+<span class="sd">            an empty string for n/a, by default 0.</span>
+<span class="sd">        request_id : str</span>
+<span class="sd">            The ``RepairManager`` assigned request_id found in</span>
+<span class="sd">            ``RepairRequest.request_id``, by default &quot;na&quot;.</span>
+<span class="sd">        location : str</span>
+<span class="sd">            The location of where the event ocurred: should be one of site, port,</span>
+<span class="sd">            enroute, or system, by default &quot;na&quot;.</span>
+<span class="sd">        duration : float</span>
+<span class="sd">            Length of time the action lasted, by default 0.</span>
+<span class="sd">        distance : float</span>
+<span class="sd">            Distance traveled, in km, if applicable, by default 0.</span>
+<span class="sd">        materials_cost : Union[int, float], optional</span>
+<span class="sd">            Total cost of materials for action, in USD, by default 0.</span>
+<span class="sd">        hourly_labor_cost : Union[int, float], optional</span>
+<span class="sd">            Total cost of hourly labor for action, in USD, by default 0.</span>
+<span class="sd">        salary_labor_cost : Union[int, float], optional</span>
+<span class="sd">            Total cost of salaried labor for action, in USD, by default 0.</span>
+<span class="sd">        equipment_cost : Union[int, float], optional</span>
+<span class="sd">            Total cost of equipment for action, in USD, by default 0.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">valid_locations</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;system&quot;</span><span class="p">,</span> <span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="s2">&quot;enroute&quot;</span><span class="p">,</span> <span class="s2">&quot;na&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">location</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">valid_locations</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Event logging `location` must be one of: </span><span class="si">{</span><span class="n">valid_locations</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+        <span class="n">total_labor_cost</span> <span class="o">=</span> <span class="n">hourly_labor_cost</span> <span class="o">+</span> <span class="n">salary_labor_cost</span>
+        <span class="n">total_cost</span> <span class="o">=</span> <span class="n">total_labor_cost</span> <span class="o">+</span> <span class="n">equipment_cost</span> <span class="o">+</span> <span class="n">materials_cost</span>
+        <span class="n">now</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">simulation_time</span>
+        <span class="n">row</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;datetime&quot;</span><span class="p">:</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">(),</span>
+            <span class="s2">&quot;env_datetime&quot;</span><span class="p">:</span> <span class="n">now</span><span class="p">,</span>
+            <span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">system_id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">system_name</span><span class="p">,</span>
+            <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="n">part_id</span><span class="p">,</span>
+            <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="n">part_name</span><span class="p">,</span>
+            <span class="s2">&quot;system_operating_level&quot;</span><span class="p">:</span> <span class="n">system_ol</span><span class="p">,</span>
+            <span class="s2">&quot;part_operating_level&quot;</span><span class="p">:</span> <span class="n">part_ol</span><span class="p">,</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="n">agent</span><span class="p">,</span>
+            <span class="s2">&quot;action&quot;</span><span class="p">:</span> <span class="n">action</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">reason</span><span class="p">,</span>
+            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="n">additional</span><span class="p">,</span>
+            <span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="n">duration</span><span class="p">,</span>
+            <span class="s2">&quot;distance_km&quot;</span><span class="p">:</span> <span class="n">distance_km</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span>
+            <span class="s2">&quot;location&quot;</span><span class="p">:</span> <span class="n">location</span><span class="p">,</span>
+            <span class="s2">&quot;materials_cost&quot;</span><span class="p">:</span> <span class="n">materials_cost</span><span class="p">,</span>
+            <span class="s2">&quot;hourly_labor_cost&quot;</span><span class="p">:</span> <span class="n">hourly_labor_cost</span><span class="p">,</span>
+            <span class="s2">&quot;salary_labor_cost&quot;</span><span class="p">:</span> <span class="n">salary_labor_cost</span><span class="p">,</span>
+            <span class="s2">&quot;equipment_cost&quot;</span><span class="p">:</span> <span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="s2">&quot;total_labor_cost&quot;</span><span class="p">:</span> <span class="n">total_labor_cost</span><span class="p">,</span>
+            <span class="s2">&quot;total_cost&quot;</span><span class="p">:</span> <span class="n">total_cost</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="c1"># Don&#39;t log the initiation of a crew transfer that can forced at the end of an</span>
+        <span class="c1"># operation but happens to be after the end of the simulation</span>
+        <span class="k">if</span> <span class="n">now</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_datetime</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">row</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment._log_actions">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._log_actions">[docs]</a>
+    <span class="k">def</span> <span class="nf">_log_actions</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Writes the action log items every 8000 hours.&quot;&quot;&quot;</span>
+        <span class="n">HOURS</span> <span class="o">=</span> <span class="mi">8000</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">HOURS</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.load_events_log_dataframe">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.load_events_log_dataframe">[docs]</a>
+    <span class="k">def</span> <span class="nf">load_events_log_dataframe</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Imports the logging file created in ``run`` and returns it as a formatted</span>
+<span class="sd">        ``pandas.DataFrame``.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The formatted logging data from a simulation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">log_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">events_log_fname</span><span class="p">,</span>
+                <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span>
+                <span class="n">engine</span><span class="o">=</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">,</span>
+                <span class="n">dtype</span><span class="o">=</span><span class="p">{</span>
+                    <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;action&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;location&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                <span class="p">},</span>
+            <span class="p">)</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">log_df</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment._calculate_windfarm_total">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._calculate_windfarm_total">[docs]</a>
+    <span class="k">def</span> <span class="nf">_calculate_windfarm_total</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">op</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span> <span class="n">prod</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the overall wind farm operational level, accounting for substation</span>
+<span class="sd">        downtime by multiplying the sum of all downstream turbine operational levels by</span>
+<span class="sd">        the substation&#39;s operational level.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        op : pd.DataFrame</span>
+<span class="sd">            The turbine and substation operational level DataFrame.</span>
+
+<span class="sd">        Notes</span>
+<span class="sd">        -----</span>
+<span class="sd">        This is a crude cap on the operations, and so a smarter way of capping</span>
+<span class="sd">        the availability should be added in the future.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The aggregate wind farm operational level.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">t_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="n">turbines</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_weights</span><span class="p">[</span><span class="n">t_id</span><span class="p">]</span><span class="o">.</span><span class="n">values</span> <span class="o">*</span> <span class="n">op</span><span class="p">[</span><span class="n">t_id</span><span class="p">]</span>
+        <span class="n">total</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="n">op</span><span class="p">[[</span><span class="n">sub</span><span class="p">]]</span>
+                <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span>
+                    <span class="p">[</span>
+                        <span class="p">[</span><span class="n">math</span><span class="o">.</span><span class="n">fsum</span><span class="p">(</span><span class="n">row</span><span class="p">)]</span>
+                        <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">turbines</span><span class="p">[</span><span class="n">val</span><span class="p">[</span><span class="s2">&quot;turbines&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">iterrows</span><span class="p">()</span>
+                    <span class="p">]</span>
+                <span class="p">)</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+                <span class="k">for</span> <span class="n">sub</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+            <span class="p">],</span>
+            <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">total</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment._calculate_adjusted_production">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment._calculate_adjusted_production">[docs]</a>
+    <span class="k">def</span> <span class="nf">_calculate_adjusted_production</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">op</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span> <span class="n">prod</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the overall wind farm power production and adjusts individual</span>
+<span class="sd">        turbine production by accounting for substation downtime. This is done by</span>
+<span class="sd">        multiplying the all downstream turbine operational levels by the substation&#39;s</span>
+<span class="sd">        operational level.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        op : pd.DataFrame</span>
+<span class="sd">            The operational level DataFrame with turbine, substation, and windfarm</span>
+<span class="sd">            columns.</span>
+<span class="sd">        prod : pd.DataFrame</span>
+<span class="sd">            The turbine energy production DataFrame.</span>
+
+<span class="sd">        Notes</span>
+<span class="sd">        -----</span>
+<span class="sd">        This is a crude cap on the operations, and so a smarter way of capping</span>
+<span class="sd">        the availability should be added in the future.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            Either the aggregate wind farm operational level or the total wind farm</span>
+<span class="sd">            energy production if the :py:attr:`prod` is provided.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Adjust individual turbine production for substation downtime</span>
+        <span class="n">prod</span> <span class="o">=</span> <span class="n">prod</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="k">for</span> <span class="n">sub</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="n">prod</span><span class="p">[</span><span class="n">val</span><span class="p">[</span><span class="s2">&quot;turbines&quot;</span><span class="p">]]</span> <span class="o">*=</span> <span class="n">op</span><span class="p">[[</span><span class="n">sub</span><span class="p">]]</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">prod</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">prod</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">prod</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.load_operations_log_dataframe">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe">[docs]</a>
+    <span class="k">def</span> <span class="nf">load_operations_log_dataframe</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Imports the logging file created in ``run`` and returns it as a formatted</span>
+<span class="sd">        ``pandas.DataFrame``.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The formatted logging data from a simulation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">log_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">operations_log_fname</span><span class="p">,</span>
+                <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span>
+                <span class="n">engine</span><span class="o">=</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="n">log_df</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_windfarm_total</span><span class="p">(</span><span class="n">log_df</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">log_df</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.power_production_potential_to_csv">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv">[docs]</a>
+    <span class="k">def</span> <span class="nf">power_production_potential_to_csv</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">windfarm</span><span class="p">:</span> <span class="n">wombat</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">Windfarm</span><span class="p">,</span>
+        <span class="n">operations</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">return_df</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the power production ``DataFrame`` and optionally returns it.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        windfarm : wombat.windfarm.Windfarm</span>
+<span class="sd">            The simulation&#39;s windfarm object.</span>
+<span class="sd">        operations : Optional[pd.DataFrame], optional</span>
+<span class="sd">            The operations log ``DataFrame`` if readily available, by default None. If</span>
+<span class="sd">            ``None``, then it will be created through</span>
+<span class="sd">            ``load_operations_log_dataframe()``.</span>
+<span class="sd">        return_df : bool, optional</span>
+<span class="sd">            Indicator to return the power production for further usage, by default True.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Tuple[pd.DataFrame, pd.DataFrame]</span>
+<span class="sd">            The power potential and production timeseries data.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">write_options</span> <span class="o">=</span> <span class="n">pa</span><span class="o">.</span><span class="n">csv</span><span class="o">.</span><span class="n">WriteOptions</span><span class="p">(</span><span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">operations</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">operations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">load_operations_log_dataframe</span><span class="p">()</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="s2">&quot;env_time&quot;</span><span class="p">)</span>
+
+        <span class="n">turbines</span> <span class="o">=</span> <span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="n">windspeed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">to_pandas</span><span class="p">()</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">windspeed</span>
+        <span class="n">windspeed</span> <span class="o">=</span> <span class="n">windspeed</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">operations</span><span class="o">.</span><span class="n">env_datetime</span><span class="p">]</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">potential_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+            <span class="p">[],</span>
+            <span class="n">index</span><span class="o">=</span><span class="n">operations</span><span class="o">.</span><span class="n">env_datetime</span><span class="p">,</span>
+            <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;env_datetime&quot;</span><span class="p">,</span> <span class="s2">&quot;windspeed&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">]</span>
+            <span class="o">+</span> <span class="n">turbines</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+        <span class="p">)</span>
+        <span class="n">potential_df</span><span class="p">[</span><span class="n">turbines</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">vstack</span><span class="p">(</span>
+            <span class="p">[</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t_id</span><span class="p">)</span><span class="o">.</span><span class="n">power</span><span class="p">(</span><span class="n">windspeed</span><span class="p">)</span> <span class="k">for</span> <span class="n">t_id</span> <span class="ow">in</span> <span class="n">turbines</span><span class="p">]</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">T</span>
+        <span class="n">potential_df</span> <span class="o">=</span> <span class="n">potential_df</span><span class="o">.</span><span class="n">assign</span><span class="p">(</span>
+            <span class="n">windspeed</span><span class="o">=</span><span class="n">windspeed</span><span class="p">,</span>
+            <span class="n">windfarm</span><span class="o">=</span><span class="n">potential_df</span><span class="p">[</span><span class="n">turbines</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
+            <span class="n">env_time</span><span class="o">=</span><span class="n">operations</span><span class="o">.</span><span class="n">env_time</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+            <span class="n">env_datetime</span><span class="o">=</span><span class="n">operations</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">pa</span><span class="o">.</span><span class="n">csv</span><span class="o">.</span><span class="n">write_csv</span><span class="p">(</span>
+            <span class="n">pa</span><span class="o">.</span><span class="n">Table</span><span class="o">.</span><span class="n">from_pandas</span><span class="p">(</span><span class="n">potential_df</span><span class="p">),</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_potential_fname</span><span class="p">,</span>
+            <span class="n">write_options</span><span class="o">=</span><span class="n">write_options</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># TODO: The actual windfarm production needs to be clipped at each subgraph to</span>
+        <span class="c1"># the max of the substation&#39;s operating capacity and then summed.</span>
+        <span class="n">production_df</span> <span class="o">=</span> <span class="n">potential_df</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="n">production_df</span><span class="p">[</span><span class="n">turbines</span><span class="p">]</span> <span class="o">*=</span> <span class="n">operations</span><span class="p">[</span><span class="n">turbines</span><span class="p">]</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">production_df</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_adjusted_production</span><span class="p">(</span>
+            <span class="n">operations</span><span class="p">,</span> <span class="n">production_df</span>
+        <span class="p">)</span>
+        <span class="n">pa</span><span class="o">.</span><span class="n">csv</span><span class="o">.</span><span class="n">write_csv</span><span class="p">(</span>
+            <span class="n">pa</span><span class="o">.</span><span class="n">Table</span><span class="o">.</span><span class="n">from_pandas</span><span class="p">(</span><span class="n">production_df</span><span class="p">),</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_production_fname</span><span class="p">,</span>
+            <span class="n">write_options</span><span class="o">=</span><span class="n">write_options</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">return_df</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">potential_df</span><span class="p">,</span> <span class="n">production_df</span></div>
+
+
+<div class="viewcode-block" id="WombatEnvironment.cleanup_log_files">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.environment.WombatEnvironment.cleanup_log_files">[docs]</a>
+    <span class="k">def</span> <span class="nf">cleanup_log_files</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convenience method to clear the output log files in case a large</span>
+<span class="sd">        batch of simulations is being run and there are space limitations.</span>
+
+<span class="sd">        ... warning:: This shuts down the loggers, so no more logging will be able</span>
+<span class="sd">            to be performed.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># NOTE: Everything is wrapped in a try/except clause to protect against failure</span>
+        <span class="c1"># when inevitably a file has already been deleted on accident, or if in the</span>
+        <span class="c1"># dataframe generation step, the original logs were deleted</span>
+
+        <span class="n">logging</span><span class="o">.</span><span class="n">shutdown</span><span class="p">()</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="o">.</span><span class="n">closed</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_events_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="o">.</span><span class="n">closed</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_operations_csv</span><span class="o">.</span><span class="n">close</span><span class="p">()</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events_log_fname</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+            <span class="k">pass</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">operations_log_fname</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+            <span class="k">pass</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_potential_fname</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+            <span class="k">pass</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_production_fname</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+            <span class="k">pass</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="o">.</span><span class="n">unlink</span><span class="p">()</span>
+        <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+            <span class="k">pass</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
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+  <h1>Source code for wombat.core.port</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Creates the `Port` class that provies the tow-to-port repair capabilities for</span>
+<span class="sd">offshore floating wind farms. The `Port` will control a series of tugboats enabled</span>
+<span class="sd">through the &quot;TOW&quot; capability that get automatically dispatched once a tow-to-port repair</span>
+<span class="sd">is submitted and a tugboat is available (`ServiceEquipment.at_port`). The `Port` also</span>
+<span class="sd">controls any mooring repairs through the &quot;AHV&quot; capability, which operates similarly to</span>
+<span class="sd">the tow-to-port except that it will not be released until the repair is completed, and</span>
+<span class="sd">operates on a strict shift scheduling basis.</span>
+<span class="sd">&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Generator</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">simpy</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">polars</span> <span class="k">as</span> <span class="nn">pl</span>
+<span class="kn">from</span> <span class="nn">simpy.events</span> <span class="kn">import</span> <span class="n">Process</span><span class="p">,</span> <span class="n">Timeout</span>
+<span class="kn">from</span> <span class="nn">simpy.resources.store</span> <span class="kn">import</span> <span class="n">FilterStore</span><span class="p">,</span> <span class="n">FilterStoreGet</span>
+
+<span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+<span class="kn">from</span> <span class="nn">wombat.core.mixins</span> <span class="kn">import</span> <span class="n">RepairsMixin</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities.time</span> <span class="kn">import</span> <span class="n">hours_until_future_hour</span>
+<span class="kn">from</span> <span class="nn">wombat.core.environment</span> <span class="kn">import</span> <span class="n">WombatEnvironment</span>
+<span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span> <span class="n">PortConfig</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">,</span> <span class="n">RepairRequest</span>
+<span class="kn">from</span> <span class="nn">wombat.core.repair_management</span> <span class="kn">import</span> <span class="n">RepairManager</span>
+<span class="kn">from</span> <span class="nn">wombat.core.service_equipment</span> <span class="kn">import</span> <span class="n">ServiceEquipment</span>
+
+
+<div class="viewcode-block" id="Port">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port">[docs]</a>
+<span class="k">class</span> <span class="nc">Port</span><span class="p">(</span><span class="n">RepairsMixin</span><span class="p">,</span> <span class="n">FilterStore</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The offshore wind base port that operates tugboats and performs tow-to-port</span>
+<span class="sd">    repairs.</span>
+
+<span class="sd">    .. note:: The operating costs for the port are incorporated into the ``FixedCosts``</span>
+<span class="sd">        functionality in the high-levl cost bucket:</span>
+<span class="sd">        ``operations_management_administration`` or the more granula cost bucket:</span>
+<span class="sd">        ``marine_management``</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env : WombatEnvironment</span>
+<span class="sd">        The simulation environment instance.</span>
+<span class="sd">    windfarm : Windfarm</span>
+<span class="sd">        The simulation windfarm instance.</span>
+<span class="sd">    repair_manager : RepairManager</span>
+<span class="sd">        The simulation repair manager instance.</span>
+<span class="sd">    config : dict | str | Path</span>
+<span class="sd">        A path to a YAML object or dictionary encoding the port&#39;s configuration</span>
+<span class="sd">        settings. This will be loaded into a ``PortConfig`` object during</span>
+<span class="sd">        initialization.</span>
+
+<span class="sd">    Attributes</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env : WombatEnvironment</span>
+<span class="sd">        The simulation environment instance.</span>
+<span class="sd">    windfarm : Windfarm</span>
+<span class="sd">        The simulation windfarm instance.</span>
+<span class="sd">    manager : RepairManager</span>
+<span class="sd">        The simulation repair manager instance.</span>
+<span class="sd">    settings : PortConfig</span>
+<span class="sd">        The port&#39;s configuration settings, as provided by the user.</span>
+<span class="sd">    requests_serviced : set[str]</span>
+<span class="sd">        The set of requests that have already been serviced to ensure there are no</span>
+<span class="sd">        duplications of labor when splitting out the repair requests to be processed.</span>
+<span class="sd">    turbine_manager : simpy.Resource</span>
+<span class="sd">        A SimPy ``Resource`` object that limits the number of turbines that can be towed</span>
+<span class="sd">        to port, so as not to overload the quayside waters, which is controlled by</span>
+<span class="sd">        ``settings.max_operations``.</span>
+<span class="sd">    crew_manager : simpy.Resource</span>
+<span class="sd">        A SimPy ``Resource`` object that limts the number of repairs that can be</span>
+<span class="sd">        occurring at any given time, which is controlled by ``settings.n_crews``.</span>
+<span class="sd">    service_equipment_manager : simpy.FilterStore</span>
+<span class="sd">        A SimPy ``FilterStore`` object that acts as a coordination system for the</span>
+<span class="sd">        registered tugboats to tow turbines between port and site. In order to tow</span>
+<span class="sd">        in either direction they must be filtered by ``ServiceEquipment.at_port``. This</span>
+<span class="sd">        is generated from the tugboat definitions in ``settings.tugboats``.</span>
+<span class="sd">    active_repairs : dict[str, dict[str, simpy.events.Event]]</span>
+<span class="sd">        A nested dictionary of turbines, and its associated request IDs with a SimPy</span>
+<span class="sd">        ``Event``. The use of events allows them to automatically succeed at the end of</span>
+<span class="sd">        repairs, and once all repairs are processed on a turbine, the tow-to-site</span>
+<span class="sd">        process can commence.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span><span class="p">,</span>
+        <span class="n">repair_manager</span><span class="p">:</span> <span class="n">RepairManager</span><span class="p">,</span>
+        <span class="n">config</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">env</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">windfarm</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span> <span class="o">=</span> <span class="n">repair_manager</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system_request_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">list</span><span class="p">[</span><span class="n">RepairRequest</span><span class="p">]]</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="p">:</span> <span class="nb">set</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="nb">set</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">_register_port</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
+            <span class="n">config</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;project/port&quot;</span><span class="p">,</span> <span class="n">config</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span> <span class="o">=</span> <span class="n">PortConfig</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_check_working_hours</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;env&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_non_operational_dates</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">non_operational_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">non_operational_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_reduced_speed_parameters</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Instantiate the crews, tugboats, and turbine availability</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">PortConfig</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_manager</span> <span class="o">=</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Resource</span><span class="p">(</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">max_operations</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">crew_manager</span> <span class="o">=</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Resource</span><span class="p">(</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">n_crews</span><span class="p">)</span>
+
+        <span class="n">service_equipment</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">tugboats</span><span class="p">:</span>
+            <span class="n">tugboat</span> <span class="o">=</span> <span class="n">ServiceEquipment</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="p">,</span> <span class="n">repair_manager</span><span class="p">,</span> <span class="n">t</span><span class="p">)</span>
+            <span class="n">tugboat</span><span class="o">.</span><span class="n">_register_port</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+            <span class="n">service_equipment</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tugboat</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span> <span class="o">=</span> <span class="n">simpy</span><span class="o">.</span><span class="n">FilterStore</span><span class="p">(</span><span class="n">env</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">service_equipment</span><span class="p">))</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">items</span> <span class="o">=</span> <span class="n">service_equipment</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">active_repairs</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">simpy</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">Event</span><span class="p">]]</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">{}</span>
+
+        <span class="c1"># Create partial functions for the labor and equipment costs for clarity</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">initialize_cost_calculators</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Run the annualized fee logger</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">annual_fee</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_log_annual_fee</span><span class="p">())</span>
+
+<div class="viewcode-block" id="Port._log_annual_fee">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port._log_annual_fee">[docs]</a>
+    <span class="k">def</span> <span class="nf">_log_annual_fee</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Logs the annual port lease fee on a monthly-basis.&quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">PortConfig</span><span class="p">)</span>
+        <span class="n">monthly_fee</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">annual_fee</span> <span class="o">/</span> <span class="mf">12.0</span>
+        <span class="n">ix_month_starts</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">weather</span><span class="o">.</span><span class="n">filter</span><span class="p">(</span>
+            <span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">day</span><span class="p">()</span> <span class="o">==</span> <span class="mi">1</span><span class="p">)</span>
+            <span class="o">&amp;</span> <span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">hour</span><span class="p">()</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span>
+            <span class="o">&amp;</span> <span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;row_nr&quot;</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">)</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">pl</span><span class="o">.</span><span class="n">col</span><span class="p">(</span><span class="s2">&quot;row_nr&quot;</span><span class="p">))</span>
+
+        <span class="c1"># At time 0 log the first monthly fee</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;monthly lease fee&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;port lease&quot;</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">monthly_fee</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="p">(</span><span class="n">ix_month</span><span class="p">,)</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">ix_month_starts</span><span class="o">.</span><span class="n">rows</span><span class="p">()):</span>
+            <span class="c1"># Get the time to the start of the next month</span>
+            <span class="n">time_to_next</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">ix_month</span>
+                <span class="k">if</span> <span class="n">i</span> <span class="o">==</span> <span class="mi">0</span>
+                <span class="k">else</span> <span class="n">ix_month</span> <span class="o">-</span> <span class="n">ix_month_starts</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">i</span> <span class="o">-</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
+            <span class="p">)</span>
+
+            <span class="c1"># Log the fee at the start of each month at midnight</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">time_to_next</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="s2">&quot;monthly lease fee&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;port lease&quot;</span><span class="p">,</span>
+                <span class="n">equipment_cost</span><span class="o">=</span><span class="n">monthly_fee</span><span class="p">,</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Port.repair_single">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.repair_single">[docs]</a>
+    <span class="k">def</span> <span class="nf">repair_single</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Simulation logic to process a single repair request.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The submitted repair or maintenance request.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Request a service crew</span>
+        <span class="n">crew_request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">crew_manager</span><span class="o">.</span><span class="n">request</span><span class="p">()</span>
+        <span class="k">yield</span> <span class="n">crew_request</span>
+
+        <span class="c1"># Once a crew is available, process the acutal repair</span>
+        <span class="n">end_shift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span>
+
+        <span class="c1"># Set the default hours to process and remaining hours for the repair</span>
+        <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_remaining</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">time</span>
+
+        <span class="c1"># Create the shared logging among the processes</span>
+        <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+        <span class="n">subassembly</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">)</span>
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Continue repairing and waiting a shift until the remaining hours to complete</span>
+        <span class="c1"># the repair is zero</span>
+        <span class="k">while</span> <span class="n">hours_remaining</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+
+            <span class="c1"># Check if the workday is limited by shifts and adjust to stay within shift</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_stop_shift</span><span class="p">:</span>
+                <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">end_shift</span><span class="p">)</span>
+
+            <span class="c1"># Delay until the next shift if we&#39;re at the end</span>
+            <span class="k">if</span> <span class="n">hours_to_process</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">additional</span> <span class="o">=</span> <span class="s2">&quot;end of shift; will resume work in the next shift&quot;</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span><span class="n">additional</span><span class="o">=</span><span class="n">additional</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+                <span class="p">)</span>
+                <span class="k">continue</span>
+
+            <span class="c1"># Process the repair for the minimum of remaining hours to completion and</span>
+            <span class="c1"># hours available in the shift</span>
+            <span class="n">hours_to_process</span> <span class="o">=</span> <span class="nb">min</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">,</span> <span class="n">hours_remaining</span><span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">process_repair</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">,</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+            <span class="p">)</span>
+
+            <span class="c1"># Decrement the remaining hours and reset the default hours to process back</span>
+            <span class="c1"># to the remaining repair time</span>
+            <span class="n">hours_remaining</span> <span class="o">-=</span> <span class="n">hours_to_process</span>
+            <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_remaining</span>
+
+        <span class="c1"># Log the completion of the repair</span>
+        <span class="n">action</span> <span class="o">=</span> <span class="s2">&quot;maintenance&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="k">else</span> <span class="s2">&quot;repair&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">part_id</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">part_name</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">action</span><span class="si">}</span><span class="s2"> complete&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="n">materials_cost</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">materials</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span>
+            <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Make the crew available again</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">crew_manager</span><span class="o">.</span><span class="n">release</span><span class="p">(</span><span class="n">crew_request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">active_repairs</span><span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">][</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">register_repair</span><span class="p">(</span><span class="n">request</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="Port.transfer_requests_from_manager">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.transfer_requests_from_manager">[docs]</a>
+    <span class="k">def</span> <span class="nf">transfer_requests_from_manager</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="n">RepairRequest</span><span class="p">]</span> <span class="o">|</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets all of a given system&#39;s repair requests from the simulation&#39;s repair</span>
+<span class="sd">        manager, removes them from that queue, and puts them in the port&#39;s queue.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            The ``System.id`` attribute from the system that will be repaired at port.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        None | list[RepairRequest]</span>
+<span class="sd">            The list of repair requests that need to be completed at port.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">get_all_requests_for_system</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">system_id</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">requests</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">requests</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span><span class="n">r</span><span class="o">.</span><span class="n">value</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">requests</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+                <span class="n">part_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">,</span>
+                <span class="n">part_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="s2">&quot;requests moved to port&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;at-port repair can now proceed&quot;</span><span class="p">,</span>
+                <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">in_process_requests</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">active_repairs</span><span class="p">[</span><span class="n">system_id</span><span class="p">][</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="n">request_ids</span> <span class="o">=</span> <span class="p">{</span><span class="n">el</span><span class="o">.</span><span class="n">request_id</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span><span class="n">request_ids</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">request_ids</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Port.run_repairs">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.run_repairs">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_repairs</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Method that transfers the requests from the repair manager and initiates the</span>
+<span class="sd">        repair sequence.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            The ``System.id`` that is has been towed to port.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">active_repairs</span><span class="p">[</span><span class="n">system_id</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">[</span><span class="n">system_id</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">transfer_requests_from_manager</span><span class="p">(</span><span class="n">system_id</span><span class="p">))</span>
+
+        <span class="c1"># Get all the requests and run them.</span>
+        <span class="c1"># NOTE: this will all fail if there are somehow no requests, which also means</span>
+        <span class="c1"># something else is completely wrong with the simulation</span>
+        <span class="n">request_list</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_all_requests_for_system</span><span class="p">(</span><span class="n">system_id</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">request_list</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">FilterStoreGet</span><span class="p">)</span>
+            <span class="n">request</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">value</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">[</span><span class="n">system_id</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">repair_single</span><span class="p">(</span><span class="n">request</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="Port.get_all_requests_for_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.get_all_requests_for_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_all_requests_for_system</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span> <span class="o">|</span> <span class="n">Generator</span><span class="p">[</span><span class="n">FilterStoreGet</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets all repair requests for a specific ``system_id``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : Optional[str], optional</span>
+<span class="sd">            ID of the turbine or OSS; should correspond to ``System.id``.</span>
+<span class="sd">            the first repair requested.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Optional[Generator[FilterStoreGet]]</span>
+<span class="sd">            All repair requests for a given system. If no matching requests are found,</span>
+<span class="sd">            or there aren&#39;t any items in the queue yet, then None is returned.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Filter the requests by system</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+        <span class="k">if</span> <span class="n">system_id</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span> <span class="k">if</span> <span class="n">el</span><span class="o">.</span><span class="n">system_id</span> <span class="o">==</span> <span class="n">system_id</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">requests</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Loop the requests and pop them from the queue</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>  <span class="c1"># pylint: disable=W0640</span>
+
+        <span class="k">return</span> <span class="n">requests</span></div>
+
+
+<div class="viewcode-block" id="Port.run_tow_to_port">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.run_tow_to_port">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_tow_to_port</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The method to initiate a tow-to-port repair sequence.</span>
+
+<span class="sd">        The process follows the following following routine:</span>
+
+<span class="sd">        1. Request a tugboat from the tugboat resource manager and wait</span>
+<span class="sd">        2. Runs ``ServiceEquipment.tow_to_port``, which encapsulates the traveling to</span>
+<span class="sd">            site, unmooring, and return tow with a turbine</span>
+<span class="sd">        3. Transfers the the turbine&#39;s repair log to the port, and gets all available</span>
+<span class="sd">           crews to work on repairs immediately</span>
+<span class="sd">        4. Requests a tugboat to return the turbine to site</span>
+<span class="sd">        5. Runs ``ServiceEquipment.tow_to_site()``, which encapsulates the tow back to</span>
+<span class="sd">           site, reconnection, resetting the operating status, and returning back to</span>
+<span class="sd">           port</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request that initiated the process. This is primarily used for logging</span>
+<span class="sd">            purposes.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The series of events constituting the tow-to-port repairs</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># If the request has already been addressed, return</span>
+        <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="p">:</span>
+            <span class="k">return</span>
+
+        <span class="n">system_id</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span>
+        <span class="n">request_id</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span>
+
+        <span class="c1"># Double check in case a delay causes multiple vessels to be interacting with</span>
+        <span class="c1"># the same turbine</span>
+
+        <span class="c1"># Add the requested system to the list of systems undergoing or registered to be</span>
+        <span class="c1"># undergoing repairs, so this method can&#39;t be run again on the same system</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">system_id</span><span class="p">)</span>
+
+        <span class="c1"># If the system is already undergoing repairs from other servicing equipment,</span>
+        <span class="c1"># then wait until it&#39;s done being serviced</span>
+        <span class="n">servicing</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="c1"># Wait for a spot to open up in the port queue</span>
+        <span class="n">turbine_request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_manager</span><span class="o">.</span><span class="n">request</span><span class="p">()</span>
+
+        <span class="k">yield</span> <span class="n">turbine_request</span> <span class="o">&amp;</span> <span class="n">servicing</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">())</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="c1"># Request a tugboat to retrieve the turbine</span>
+        <span class="n">tugboat</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">get</span><span class="p">(</span>
+            <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">at_port</span>
+            <span class="ow">and</span> <span class="p">(</span><span class="ow">not</span> <span class="n">x</span><span class="o">.</span><span class="n">dispatched</span><span class="p">)</span>
+            <span class="ow">and</span> <span class="s2">&quot;TOW&quot;</span> <span class="ow">in</span> <span class="n">x</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Check that there is enough time to complete towing, connection, and repairs</span>
+        <span class="c1"># before starting the process, otherwise, wait until the next operational period</span>
+        <span class="c1"># TODO: use a more sophisticated guess on timing, other than 20 days</span>
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
+        <span class="n">check_range</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">current</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timedelta</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="mi">20</span><span class="p">),</span> <span class="n">freq</span><span class="o">=</span><span class="s2">&quot;D&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">date</span>
+        <span class="p">)</span>
+        <span class="n">intersection</span> <span class="o">=</span> <span class="n">check_range</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_operational_dates_set</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">intersection</span><span class="p">:</span>
+            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hours_to_next_operational_date</span><span class="p">(</span>
+                <span class="n">start_search_date</span><span class="o">=</span><span class="nb">max</span><span class="p">(</span><span class="n">intersection</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="s2">&quot;delay&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;non-operational period&quot;</span><span class="p">,</span>
+                <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;waiting for next operational period&quot;</span><span class="p">,</span>
+                <span class="n">duration</span><span class="o">=</span><span class="n">hours_to_next</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request_id</span><span class="p">])</span>
+
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tugboat</span><span class="p">,</span> <span class="n">ServiceEquipment</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="n">tugboat</span><span class="o">.</span><span class="n">run_tow_to_port</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
+
+        <span class="c1"># Make the tugboat available again</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">tugboat</span><span class="p">)</span>
+
+        <span class="c1"># Transfer the repairs to the port queue, which will initiate the repair process</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_repairs</span><span class="p">(</span><span class="n">system_id</span><span class="p">))</span>
+
+        <span class="c1"># Wait for the repairs to complete</span>
+        <span class="k">yield</span> <span class="n">simpy</span><span class="o">.</span><span class="n">AllOf</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">active_repairs</span><span class="p">[</span><span class="n">system_id</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
+
+        <span class="c1"># Request a tugboat to tow the turbine back to site, and open the turbine queue</span>
+        <span class="n">tugboat</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">get</span><span class="p">(</span>
+            <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">at_port</span>
+            <span class="ow">and</span> <span class="p">(</span><span class="ow">not</span> <span class="n">x</span><span class="o">.</span><span class="n">dispatched</span><span class="p">)</span>
+            <span class="ow">and</span> <span class="s2">&quot;TOW&quot;</span> <span class="ow">in</span> <span class="n">x</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_manager</span><span class="o">.</span><span class="n">release</span><span class="p">(</span><span class="n">turbine_request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">[</span><span class="n">system_id</span><span class="p">]</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+            <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">[</span><span class="n">system_id</span><span class="p">])</span>
+        <span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="n">tugboat</span><span class="o">.</span><span class="n">run_tow_to_site</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassembly_resets</span><span class="p">[</span><span class="n">system_id</span><span class="p">])</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">system_id</span><span class="p">))</span>
+
+        <span class="c1"># Make the tugboat available again</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">tugboat</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Port.run_unscheduled_in_situ">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.port.Port.run_unscheduled_in_situ">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_unscheduled_in_situ</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span> <span class="n">initial</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs the in-situ repair processes for port-based servicing equipment such as</span>
+<span class="sd">        tugboats that will always return back to port, but are not necessarily a feature</span>
+<span class="sd">        of the windfarm itself, such as a crew transfer vessel.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request that triggered the non tow-to-port, but port-based servicing</span>
+<span class="sd">            equipment repair.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The travel and repair processes.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># If the request has already been addressed, return</span>
+        <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="p">:</span>
+            <span class="k">return</span>
+
+        <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">initial</span><span class="p">:</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">in_process_requests</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                <span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+            <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+
+        <span class="c1"># If the system is already undergoing repairs from other servicing equipment,</span>
+        <span class="c1"># then wait until it&#39;s done being serviced, then double check</span>
+        <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+        <span class="n">seconds_to_wait</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="o">.</span><span class="n">integers</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">high</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mf">3600.0</span>
+        <span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">seconds_to_wait</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="c1"># Halt the turbine before going further to avoid issue with requests being</span>
+        <span class="c1"># being submitted between now and when the tugboat gets to the turbine</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">requests_serviced</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+
+        <span class="c1"># Request a vessel that isn&#39;t solely a towing vessel</span>
+        <span class="n">vessel</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">get</span><span class="p">(</span>
+            <span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">at_port</span>
+            <span class="ow">and</span> <span class="p">(</span><span class="ow">not</span> <span class="n">x</span><span class="o">.</span><span class="n">dispatched</span><span class="p">)</span>
+            <span class="ow">and</span> <span class="n">x</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span> <span class="o">!=</span> <span class="p">[</span><span class="s2">&quot;TOW&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">vessel</span><span class="p">,</span> <span class="n">ServiceEquipment</span><span class="p">)</span>
+        <span class="n">request</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="n">vessel</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+
+        <span class="c1"># If the tugboat finished mid-shift, the in-situ repair logic will keep it</span>
+        <span class="c1"># there, so ensure it returns back to port once it&#39;s complete</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">vessel</span><span class="o">.</span><span class="n">at_port</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="n">vessel</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                    <span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                    <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                    <span class="n">agent</span><span class="o">=</span><span class="n">vessel</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                    <span class="n">reason</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="si">}</span><span class="s2"> complete&quot;</span><span class="p">,</span>
+                    <span class="n">system_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+                    <span class="n">system_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+                    <span class="n">part_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">,</span>
+                    <span class="n">part_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_name</span><span class="p">,</span>
+                    <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Make the tugboat available again</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">vessel</span><span class="p">)</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
+
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+                <footer class="prev-next-footer">
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+                </footer>
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+  <h1>Source code for wombat.core.post_processor</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;The postprocessing metric computation.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">warnings</span>
+<span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">deepcopy</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Any</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">chain</span><span class="p">,</span> <span class="n">product</span>
+<span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">Counter</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">FixedCosts</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span>
+
+
+<span class="k">def</span> <span class="nf">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">which</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;all&quot;</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Checks the frequency input to ensure it meets the correct criteria according</span>
+<span class="sd">    to the ``which`` flag.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    frequency : str</span>
+<span class="sd">        The user-provided value.</span>
+<span class="sd">    which : str, optional</span>
+<span class="sd">        Designation for which combinations to check for, by default &quot;all&quot;.</span>
+<span class="sd">        - &quot;all&quot;: project, annual, monthly, and month-year</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str</span>
+<span class="sd">        The lower-case, input with white spaces removed.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if an invalid value was raised</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">opts</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="o">...</span><span class="p">]</span>
+    <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;all&quot;</span><span class="p">:</span>
+        <span class="n">opts</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="s2">&quot;monthly&quot;</span><span class="p">,</span> <span class="s2">&quot;month-year&quot;</span><span class="p">)</span>
+    <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+        <span class="n">opts</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="s2">&quot;monthly&quot;</span><span class="p">)</span>
+    <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+        <span class="n">opts</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="s2">&quot;annual&quot;</span><span class="p">)</span>
+    <span class="n">frequency</span> <span class="o">=</span> <span class="n">frequency</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+    <span class="k">if</span> <span class="n">frequency</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">opts</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;``frequency`` must be one of </span><span class="si">{</span><span class="n">opts</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">frequency</span>
+
+
+<span class="k">def</span> <span class="nf">_calculate_time_availability</span><span class="p">(</span>
+    <span class="n">availability</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
+    <span class="n">by_turbine</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Calculates the availability ratio of the whole timeseries or the whole</span>
+<span class="sd">    timeseries, by turbine.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    availability : pd.DataFrame</span>
+<span class="sd">        Timeseries array of operating ratios for all turbines.</span>
+<span class="sd">    by_turbine : bool, optional</span>
+<span class="sd">        If True, calculates the availability rate of each column, otherwise across the</span>
+<span class="sd">        whole array, by default False.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    float | np.ndarray</span>
+<span class="sd">        Availability ratio across the whole timeseries, or broken out by column</span>
+<span class="sd">        (turbine).</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">availability</span> <span class="o">=</span> <span class="n">availability</span> <span class="o">&gt;</span> <span class="mi">0</span>
+    <span class="k">if</span> <span class="n">by_turbine</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">availability</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="o">/</span> <span class="n">availability</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="k">return</span> <span class="n">availability</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span> <span class="o">/</span> <span class="n">availability</span><span class="o">.</span><span class="n">size</span>
+
+
+<div class="viewcode-block" id="Metrics">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics">[docs]</a>
+<span class="k">class</span> <span class="nc">Metrics</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The metric computation class for storing logs and compiling results.&quot;&quot;&quot;</span>
+
+    <span class="n">_hourly_cost</span> <span class="o">=</span> <span class="s2">&quot;hourly_labor_cost&quot;</span>
+    <span class="n">_salary_cost</span> <span class="o">=</span> <span class="s2">&quot;salary_labor_cost&quot;</span>
+    <span class="n">_labor_cost</span> <span class="o">=</span> <span class="s2">&quot;total_labor_cost&quot;</span>
+    <span class="n">_equipment_cost</span> <span class="o">=</span> <span class="s2">&quot;equipment_cost&quot;</span>
+    <span class="n">_materials_cost</span> <span class="o">=</span> <span class="s2">&quot;materials_cost&quot;</span>
+    <span class="n">_total_cost</span> <span class="o">=</span> <span class="s2">&quot;total_cost&quot;</span>
+    <span class="n">_cost_columns</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="n">_hourly_cost</span><span class="p">,</span>
+        <span class="n">_salary_cost</span><span class="p">,</span>
+        <span class="n">_labor_cost</span><span class="p">,</span>
+        <span class="n">_equipment_cost</span><span class="p">,</span>
+        <span class="n">_materials_cost</span><span class="p">,</span>
+        <span class="n">_total_cost</span><span class="p">,</span>
+    <span class="p">]</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">data_dir</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span><span class="p">,</span>
+        <span class="n">events</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
+        <span class="n">operations</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
+        <span class="n">potential</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
+        <span class="n">production</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">,</span>
+        <span class="n">inflation_rate</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+        <span class="n">project_capacity</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+        <span class="n">turbine_capacities</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">float</span><span class="p">],</span>
+        <span class="n">substation_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+        <span class="n">turbine_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+        <span class="n">substation_turbine_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]]],</span>
+        <span class="n">service_equipment_names</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+        <span class="n">fixed_costs</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initializes the Metrics class.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        data_dir : str | Path</span>
+<span class="sd">            This should be the same as was used for running the analysis.</span>
+<span class="sd">        events : str | pd.DataFrame</span>
+<span class="sd">            Either a pandas ``DataFrame`` or filename to be used to read the csv log</span>
+<span class="sd">            data.</span>
+<span class="sd">        operations : str | pd.DataFrame</span>
+<span class="sd">            Either a pandas ``DataFrame`` or filename to be used to read the csv log</span>
+<span class="sd">            data.</span>
+<span class="sd">        potential : str | pd.DataFrame</span>
+<span class="sd">            Either a pandas ``DataFrame`` or a filename to be used to read the csv</span>
+<span class="sd">            potential power production data.</span>
+<span class="sd">        production : str | pd.DataFrame</span>
+<span class="sd">            Either a pandas ``DataFrame`` or a filename to be used to read the csv power</span>
+<span class="sd">            production data.</span>
+<span class="sd">        inflation_rate : float</span>
+<span class="sd">            The inflation rate to be applied to all dollar amounts from the analysis</span>
+<span class="sd">            starting year to ending year.</span>
+<span class="sd">        project_capacity : float</span>
+<span class="sd">            The project&#39;s rated capacity, in MW.</span>
+<span class="sd">        turbine_capacities : Union[float, List[float]]</span>
+<span class="sd">            The capacity of each individual turbine corresponding to ``turbine_id``, in</span>
+<span class="sd">            kW.</span>
+<span class="sd">        substation_id : str | list[str]</span>
+<span class="sd">            The substation id(s).</span>
+<span class="sd">        turbine_id : str | list[str]</span>
+<span class="sd">            The turbine id(s).</span>
+<span class="sd">        substation_turbine_map : dict[str, dict[str, list[str]]]</span>
+<span class="sd">            A copy of ``Windfarm.substation_turbine_map``. This is a dictionary mapping</span>
+<span class="sd">            of the subation IDs (keys) and a nested dictionary of its associated turbine</span>
+<span class="sd">            IDs and each turbine&#39;s total plant weighting (turbine capacity / plant</span>
+<span class="sd">            capacity).</span>
+<span class="sd">        service_equipment_names : str | list[str]</span>
+<span class="sd">            The names of the servicing equipment, corresponding to</span>
+<span class="sd">            ``ServiceEquipment.settings.name`` for each ``ServiceEquipment`` in the</span>
+<span class="sd">            simulation.</span>
+<span class="sd">        fixed_costs : str | None</span>
+<span class="sd">            The filename of the project&#39;s fixed costs.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">=</span> <span class="n">Path</span><span class="p">(</span><span class="n">data_dir</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span><span class="o">.</span><span class="n">is_dir</span><span class="p">():</span>
+            <span class="k">raise</span> <span class="ne">FileNotFoundError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span><span class="si">}</span><span class="s2"> does not exist&quot;</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">inflation_rate</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">+</span> <span class="n">inflation_rate</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">project_capacity</span> <span class="o">=</span> <span class="n">project_capacity</span>
+
+        <span class="k">if</span> <span class="n">fixed_costs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="c1"># Create a zero-cost FixedCosts object</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">fixed_costs</span> <span class="o">=</span> <span class="n">FixedCosts</span><span class="o">.</span><span class="n">from_dict</span><span class="p">({</span><span class="s2">&quot;operations&quot;</span><span class="p">:</span> <span class="mi">0</span><span class="p">})</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">fixed_costs</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span>
+            <span class="n">fixed_costs</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;project/config&quot;</span><span class="p">,</span> <span class="n">fixed_costs</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">fixed_costs</span><span class="p">,</span> <span class="nb">dict</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">fixed_costs</span> <span class="o">=</span> <span class="n">FixedCosts</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">fixed_costs</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">substation_id</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">substation_id</span> <span class="o">=</span> <span class="p">[</span><span class="n">substation_id</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span> <span class="o">=</span> <span class="n">substation_id</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">turbine_id</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">turbine_id</span> <span class="o">=</span> <span class="p">[</span><span class="n">turbine_id</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span> <span class="o">=</span> <span class="n">turbine_id</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span> <span class="o">=</span> <span class="n">substation_turbine_map</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_weights</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">values</span><span class="p">()])</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;turbines&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">T</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">service_equipment_names</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">service_equipment_names</span> <span class="o">=</span> <span class="p">[</span><span class="n">service_equipment_names</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">service_equipment_names</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">turbine_capacities</span><span class="p">,</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="nb">int</span><span class="p">)):</span>
+            <span class="n">turbine_capacities</span> <span class="o">=</span> <span class="p">[</span><span class="n">turbine_capacities</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_capacities</span> <span class="o">=</span> <span class="n">turbine_capacities</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">events</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_read_data</span><span class="p">(</span><span class="n">events</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_apply_inflation_rate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_tidy_data</span><span class="p">(</span><span class="n">events</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">operations</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">operations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_read_data</span><span class="p">(</span><span class="n">operations</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">operations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tidy_data</span><span class="p">(</span><span class="n">operations</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">potential</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_read_data</span><span class="p">(</span><span class="n">potential</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">potential</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tidy_data</span><span class="p">(</span><span class="n">potential</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">production</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_read_data</span><span class="p">(</span><span class="n">production</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_tidy_data</span><span class="p">(</span><span class="n">production</span><span class="p">)</span>
+
+<div class="viewcode-block" id="Metrics.from_simulation_outputs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.from_simulation_outputs">[docs]</a>
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_simulation_outputs</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">fpath</span><span class="p">:</span> <span class="n">Path</span> <span class="o">|</span> <span class="nb">str</span><span class="p">,</span> <span class="n">fname</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Metrics</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the Metrics class from the saved outputs of a simulation for ease of</span>
+<span class="sd">        revisiting the calculated metrics.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        fpath : Path | str</span>
+<span class="sd">            The full path to the file where the data was saved.</span>
+<span class="sd">        fname : Path | str</span>
+<span class="sd">            The filename for where the data was saved, which should be a direct</span>
+<span class="sd">            dictionary mapping for the Metrics initialization.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Metrics</span>
+<span class="sd">            The class object.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">data</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">fpath</span><span class="p">,</span> <span class="n">fname</span><span class="p">)</span>
+        <span class="n">metrics</span> <span class="o">=</span> <span class="bp">cls</span><span class="p">(</span><span class="o">**</span><span class="n">data</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">metrics</span></div>
+
+
+<div class="viewcode-block" id="Metrics._tidy_data">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics._tidy_data">[docs]</a>
+    <span class="k">def</span> <span class="nf">_tidy_data</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">data</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Tidies the &quot;raw&quot; csv-converted data to be able to be used among the</span>
+<span class="sd">        ``Metrics`` class.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        data : pd.DataFrame</span>
+<span class="sd">            The csv log data.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            A tidied data frame to be used for all the operations in this class.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Ignore odd pandas casting error for pandas&gt;=1.5(?)</span>
+        <span class="k">with</span> <span class="n">warnings</span><span class="o">.</span><span class="n">catch_warnings</span><span class="p">():</span>
+            <span class="n">warnings</span><span class="o">.</span><span class="n">simplefilter</span><span class="p">(</span><span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
+            <span class="n">data</span> <span class="o">=</span> <span class="n">data</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">convert_dtypes</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">data</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">name</span> <span class="o">!=</span> <span class="s2">&quot;datetime&quot;</span><span class="p">:</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">data</span><span class="o">.</span><span class="n">datetime</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">datetime</span><span class="p">)</span>
+            <span class="k">except</span> <span class="ne">AttributeError</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;datetime&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span><span class="p">)</span>
+            <span class="n">data</span><span class="o">.</span><span class="n">index</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">datetime</span>
+            <span class="n">data</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">labels</span><span class="o">=</span><span class="s2">&quot;datetime&quot;</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">to_datetime</span><span class="p">(</span><span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span><span class="p">)</span>
+        <span class="n">data</span> <span class="o">=</span> <span class="n">data</span><span class="o">.</span><span class="n">assign</span><span class="p">(</span>
+            <span class="n">year</span><span class="o">=</span><span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="p">,</span>
+            <span class="n">month</span><span class="o">=</span><span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">month</span><span class="p">,</span>
+            <span class="n">day</span><span class="o">=</span><span class="n">data</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">day</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">data</span></div>
+
+
+<div class="viewcode-block" id="Metrics._read_data">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics._read_data">[docs]</a>
+    <span class="k">def</span> <span class="nf">_read_data</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">fname</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Reads the csv log data from library. This is intended to be used for the</span>
+<span class="sd">        events or operations data.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        path : str</span>
+<span class="sd">            Path to the simulation library.</span>
+<span class="sd">        fname : str</span>
+<span class="sd">            Filename of the csv data.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            Dataframe of either the events or operations data.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="s2">&quot;events&quot;</span> <span class="ow">in</span> <span class="n">fname</span><span class="p">:</span>
+            <span class="n">data</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;outputs&quot;</span> <span class="o">/</span> <span class="s2">&quot;logs&quot;</span> <span class="o">/</span> <span class="n">fname</span><span class="p">,</span>
+                    <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span>
+                    <span class="n">engine</span><span class="o">=</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">,</span>
+                    <span class="n">dtype</span><span class="o">=</span><span class="p">{</span>
+                        <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;action&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;location&quot;</span><span class="p">:</span> <span class="s2">&quot;string&quot;</span><span class="p">,</span>
+                    <span class="p">},</span>
+                <span class="p">)</span>
+                <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;datetime&quot;</span><span class="p">)</span>
+                <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="n">data</span>
+
+        <span class="n">data</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;outputs&quot;</span> <span class="o">/</span> <span class="s2">&quot;logs&quot;</span> <span class="o">/</span> <span class="n">fname</span><span class="p">,</span>
+            <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span>
+            <span class="n">engine</span><span class="o">=</span><span class="s2">&quot;pyarrow&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">data</span></div>
+
+
+<div class="viewcode-block" id="Metrics._apply_inflation_rate">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics._apply_inflation_rate">[docs]</a>
+    <span class="k">def</span> <span class="nf">_apply_inflation_rate</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">events</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Adjusts the cost data for compounding inflation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        inflation_rate : float</span>
+<span class="sd">            The inflation rate to be applied for each year.</span>
+<span class="sd">        events : pd.DataFrame</span>
+<span class="sd">            The events dataframe containing the project cost data.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The events dataframe with costs adjusted for inflation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">adjusted_inflation</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inflation_rate</span><span class="p">)</span>
+        <span class="n">years</span> <span class="o">=</span> <span class="n">events</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+        <span class="n">years</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
+        <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="n">years</span><span class="p">:</span>
+            <span class="n">row_filter</span> <span class="o">=</span> <span class="n">events</span><span class="o">.</span><span class="n">year</span> <span class="o">==</span> <span class="n">year</span>
+            <span class="k">if</span> <span class="n">year</span> <span class="o">&gt;</span> <span class="n">years</span><span class="p">[</span><span class="mi">0</span><span class="p">]:</span>
+                <span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cost_columns</span><span class="p">]</span> <span class="o">*=</span> <span class="n">adjusted_inflation</span>
+                <span class="n">adjusted_inflation</span> <span class="o">*=</span> <span class="bp">self</span><span class="o">.</span><span class="n">inflation_rate</span>
+
+        <span class="k">return</span> <span class="n">events</span></div>
+
+
+<div class="viewcode-block" id="Metrics.time_based_availability">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.time_based_availability">[docs]</a>
+    <span class="k">def</span> <span class="nf">time_based_availability</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the time-based availabiliy over a project&#39;s lifetime as a single</span>
+<span class="sd">        value, annual average, or monthly average for the whole windfarm or by turbine.</span>
+
+<span class="sd">        .. note:: This currently assumes that if there are multiple substations, that</span>
+<span class="sd">          the turbines are all connected to multiple.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by : str</span>
+<span class="sd">            One of &quot;windfarm&quot; or &quot;turbine&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The time-based availability at the desired aggregation level.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">by</span> <span class="o">=</span> <span class="n">by</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">by</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``by`` must be one of &quot;windfarm&quot; or &quot;turbine&quot;.&#39;</span><span class="p">)</span>
+        <span class="n">by_turbine</span> <span class="o">=</span> <span class="n">by</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span>
+
+        <span class="c1"># Determine the operational capacity of each turbine with substation downtime</span>
+        <span class="n">operations_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;day&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="n">turbine_operations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="p">[</span><span class="n">operations_cols</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="k">for</span> <span class="n">sub</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="n">turbine_operations</span><span class="p">[</span><span class="n">val</span><span class="p">[</span><span class="s2">&quot;turbines&quot;</span><span class="p">]]</span> <span class="o">*=</span> <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="p">[[</span><span class="n">sub</span><span class="p">]]</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="n">hourly</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span>
+
+        <span class="c1"># TODO: The below should be better summarized as:</span>
+        <span class="c1"># (availability &gt; 0).groupby().sum() / groupby().count()</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">availability</span> <span class="o">=</span> <span class="n">_calculate_time_availability</span><span class="p">(</span><span class="n">hourly</span><span class="p">,</span> <span class="n">by_turbine</span><span class="o">=</span><span class="n">by_turbine</span><span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">by_turbine</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">availability</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">])</span>
+
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">availability</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span>
+            <span class="n">availability</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                <span class="n">availability</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">),</span> <span class="n">columns</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="n">availability</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">date_time</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">]]</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">counts</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span> <span class="k">if</span> <span class="n">by_turbine</span> <span class="k">else</span> <span class="n">counts</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span>
+            <span class="n">annual</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">_calculate_time_availability</span><span class="p">(</span>
+                    <span class="n">hourly</span><span class="p">[</span><span class="n">date_time</span><span class="o">.</span><span class="n">year</span> <span class="o">==</span> <span class="n">year</span><span class="p">],</span>
+                    <span class="n">by_turbine</span><span class="o">=</span><span class="n">by_turbine</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="n">counts</span><span class="o">.</span><span class="n">index</span>
+            <span class="p">]</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">annual</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">date_time</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="p">[[</span><span class="s2">&quot;month&quot;</span><span class="p">]]</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="s2">&quot;month&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">counts</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span> <span class="k">if</span> <span class="n">by_turbine</span> <span class="k">else</span> <span class="n">counts</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span>
+            <span class="n">monthly</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">_calculate_time_availability</span><span class="p">(</span>
+                    <span class="n">hourly</span><span class="p">[</span><span class="n">date_time</span><span class="o">.</span><span class="n">month</span> <span class="o">==</span> <span class="n">month</span><span class="p">],</span>
+                    <span class="n">by_turbine</span><span class="o">=</span><span class="n">by_turbine</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">month</span> <span class="ow">in</span> <span class="n">counts</span><span class="o">.</span><span class="n">index</span>
+            <span class="p">]</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">monthly</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">date_time</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]]</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">turbine_operations</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+            <span class="n">counts</span> <span class="o">=</span> <span class="n">counts</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span> <span class="k">if</span> <span class="n">by_turbine</span> <span class="k">else</span> <span class="n">counts</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span>
+            <span class="n">month_year</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">_calculate_time_availability</span><span class="p">(</span>
+                    <span class="n">hourly</span><span class="p">[(</span><span class="n">date_time</span><span class="o">.</span><span class="n">year</span> <span class="o">==</span> <span class="n">year</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">date_time</span><span class="o">.</span><span class="n">month</span> <span class="o">==</span> <span class="n">month</span><span class="p">)],</span>
+                    <span class="n">by_turbine</span><span class="o">=</span><span class="n">by_turbine</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">year</span><span class="p">,</span> <span class="n">month</span> <span class="ow">in</span> <span class="n">counts</span><span class="o">.</span><span class="n">index</span>
+            <span class="p">]</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">month_year</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">counts</span><span class="o">.</span><span class="n">columns</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.production_based_availability">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.production_based_availability">[docs]</a>
+    <span class="k">def</span> <span class="nf">production_based_availability</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the production-based availabiliy over a project&#39;s lifetime as a</span>
+<span class="sd">        single value, annual average, or monthly average for the whole windfarm or by</span>
+<span class="sd">        turbine.</span>
+
+<span class="sd">        .. note:: This currently assumes that if there are multiple substations, that</span>
+<span class="sd">          the turbines are all connected to multiple.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by : str</span>
+<span class="sd">            One of &quot;windfarm&quot; or &quot;turbine&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The production-based availability at the desired aggregation level.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">by</span> <span class="o">=</span> <span class="n">by</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">by</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``by`` must be one of &quot;windfarm&quot; or &quot;turbine&quot;.&#39;</span><span class="p">)</span>
+        <span class="n">by_turbine</span> <span class="o">=</span> <span class="n">by</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span>
+
+        <span class="k">if</span> <span class="n">by_turbine</span><span class="p">:</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">production</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">potential</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">production</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">potential</span><span class="p">[[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">values</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">potential</span><span class="o">.</span><span class="n">values</span>
+            <span class="k">if</span> <span class="p">(</span><span class="n">potential</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">potential</span><span class="p">[</span><span class="n">potential</span> <span class="o">==</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span>
+
+            <span class="n">availability</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="o">/</span> <span class="n">potential</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">by_turbine</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">availability</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">availability</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">])</span>
+
+        <span class="n">production</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">production</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="n">potential</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">potential</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">potential</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">potential</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="n">group_cols</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">)</span> <span class="k">if</span> <span class="n">by_turbine</span> <span class="k">else</span> <span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">)</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">potential</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">)</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;month&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">potential</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;month&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">)</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">)</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">potential</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="p">(</span><span class="n">potential</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">potential</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">potential</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span>
+        <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_turbine</span><span class="p">:</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">potential</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">by</span><span class="p">]</span>
+        <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">production</span> <span class="o">/</span> <span class="n">potential</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.capacity_factor">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.capacity_factor">[docs]</a>
+    <span class="k">def</span> <span class="nf">capacity_factor</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">which</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the capacity factor over a project&#39;s lifetime as a single value,</span>
+<span class="sd">        annual average, or monthly average for the whole windfarm or by turbine.</span>
+
+<span class="sd">        .. note:: This currently assumes that if there are multiple substations, that</span>
+<span class="sd">          the turbines are all connected to multiple.</span>
+
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        which : str</span>
+<span class="sd">            One of &quot;net&quot; or &quot;gross&quot;.</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by : str</span>
+<span class="sd">            One of &quot;windfarm&quot; or &quot;turbine&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The capacity factor at the desired aggregation level.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">which</span> <span class="o">=</span> <span class="n">which</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">which</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="s2">&quot;gross&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``which`` must be one of &quot;net&quot; or &quot;gross&quot;.&#39;</span><span class="p">)</span>
+
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">by</span> <span class="o">=</span> <span class="n">by</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">by</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``by`` must be one of &quot;windfarm&quot; or &quot;turbine&quot;.&#39;</span><span class="p">)</span>
+        <span class="n">by_turbine</span> <span class="o">=</span> <span class="n">by</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span>
+
+        <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">production</span> <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;net&quot;</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">potential</span>
+        <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">by_turbine</span><span class="p">:</span>
+                <span class="n">potential</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_capacity</span> <span class="o">*</span> <span class="mf">1000.0</span>
+                <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">production</span> <span class="o">/</span> <span class="n">potential</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">])</span>
+
+            <span class="n">potential</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_capacities</span><span class="p">)</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">production</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span> <span class="o">/</span> <span class="n">potential</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
+
+        <span class="n">production</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">production</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+
+        <span class="n">potential</span> <span class="o">=</span> <span class="n">production</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">by_turbine</span><span class="p">:</span>
+            <span class="n">capacity</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_capacities</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+            <span class="n">potential</span> <span class="o">*=</span> <span class="n">capacity</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">capacity</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_capacity</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="n">production</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="n">by</span><span class="p">]</span>
+        <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">production</span> <span class="o">/</span> <span class="n">potential</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.task_completion_rate">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.task_completion_rate">[docs]</a>
+    <span class="k">def</span> <span class="nf">task_completion_rate</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">which</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the task completion rate (including tasks that are canceled after</span>
+<span class="sd">        a replacement event) over a project&#39;s lifetime as a single value, annual</span>
+<span class="sd">        average, or monthly average for the whole windfarm or by turbine.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        which : str</span>
+<span class="sd">            One of &quot;scheduled&quot;, &quot;unscheduled&quot;, or &quot;both&quot;.</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | pd.DataFrame</span>
+<span class="sd">            The task completion rate at the desired aggregation level.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">which</span> <span class="o">=</span> <span class="n">which</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">which</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;scheduled&quot;</span><span class="p">,</span> <span class="s2">&quot;unscheduled&quot;</span><span class="p">,</span> <span class="s2">&quot;both&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s1">&#39;``which`` must be one of &quot;scheduled&quot;, &quot;unscheduled&quot;, or &quot;both&quot;.&#39;</span>
+            <span class="p">)</span>
+
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;scheduled&quot;</span><span class="p">:</span>
+            <span class="n">task_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;maintenance&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;unscheduled&quot;</span><span class="p">:</span>
+            <span class="n">task_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;repair&quot;</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">task_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;maintenance&quot;</span><span class="p">,</span> <span class="s2">&quot;repair&quot;</span><span class="p">]</span>
+
+        <span class="n">cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;env_datetime&quot;</span><span class="p">,</span> <span class="s2">&quot;request_id&quot;</span><span class="p">]</span>
+        <span class="n">request_filter</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">el</span><span class="si">}</span><span class="s2"> request&quot;</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">task_filter</span><span class="p">]</span>
+        <span class="n">completion_filter</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">task</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">el</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">task</span> <span class="ow">in</span> <span class="n">task_filter</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span> <span class="s2">&quot;canceled&quot;</span><span class="p">)</span>
+        <span class="p">]</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">request_filter</span><span class="p">),</span> <span class="n">cols</span>
+        <span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="n">completions</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">completion_filter</span><span class="p">),</span> <span class="n">cols</span>
+        <span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">requests</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="mf">0.0</span><span class="p">],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">])</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                <span class="p">[</span><span class="n">completions</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">/</span> <span class="n">requests</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]</span>
+            <span class="p">)</span>
+
+        <span class="n">requests</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">requests</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">requests</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="n">completions</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">completions</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">completions</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">completions</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+            <span class="n">indices</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">indices</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">indices</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]]</span>
+                <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+                <span class="o">.</span><span class="n">value_counts</span><span class="p">()</span>
+                <span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+            <span class="p">)</span>
+
+        <span class="n">group_cols</span> <span class="o">=</span> <span class="n">group_filter</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">]</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="n">requests</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="n">requests</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">requests</span><span class="o">.</span><span class="n">request_id</span> <span class="o">==</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span>
+        <span class="n">completions</span> <span class="o">=</span> <span class="n">completions</span><span class="p">[</span><span class="n">group_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+
+        <span class="n">missing</span> <span class="o">=</span> <span class="p">[</span><span class="n">ix</span> <span class="k">for</span> <span class="n">ix</span> <span class="ow">in</span> <span class="n">indices</span> <span class="k">if</span> <span class="n">ix</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">requests</span><span class="o">.</span><span class="n">index</span><span class="p">]</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="n">requests</span><span class="p">,</span>
+                <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">missing</span><span class="p">)),</span> <span class="n">index</span><span class="o">=</span><span class="n">missing</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">requests</span><span class="o">.</span><span class="n">columns</span>
+                <span class="p">),</span>
+            <span class="p">]</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+
+        <span class="n">missing</span> <span class="o">=</span> <span class="p">[</span><span class="n">ix</span> <span class="k">for</span> <span class="n">ix</span> <span class="ow">in</span> <span class="n">indices</span> <span class="k">if</span> <span class="n">ix</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">completions</span><span class="o">.</span><span class="n">index</span><span class="p">]</span>
+        <span class="n">completions</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="n">completions</span><span class="p">,</span>
+                <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">missing</span><span class="p">)),</span> <span class="n">index</span><span class="o">=</span><span class="n">missing</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">completions</span><span class="o">.</span><span class="n">columns</span>
+                <span class="p">),</span>
+            <span class="p">]</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+
+        <span class="n">completion_rate</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">completions</span> <span class="o">/</span> <span class="n">requests</span><span class="p">)</span>
+        <span class="n">completion_rate</span><span class="o">.</span><span class="n">index</span> <span class="o">=</span> <span class="n">completion_rate</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">set_names</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">completion_rate</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+            <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="s2">&quot;Completion Rate&quot;</span><span class="p">,</span> <span class="mi">0</span><span class="p">:</span> <span class="s2">&quot;Completion Rate&quot;</span><span class="p">}</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.equipment_costs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_costs">[docs]</a>
+    <span class="k">def</span> <span class="nf">equipment_costs</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by_equipment</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the equipment costs for the simulation at a project, annual, or</span>
+<span class="sd">        monthly level with (or without) respect to equipment utilized in the simulation.</span>
+<span class="sd">        This excludes any port fees that might apply, which are included in:</span>
+<span class="sd">        ``port_fees``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_equipment : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to the equipment utilized</span>
+<span class="sd">            (True) or not (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            Returns pandas ``DataFrame`` with columns:</span>
+<span class="sd">                - year (if appropriate for frequency)</span>
+<span class="sd">                - month (if appropriate for frequency)</span>
+<span class="sd">                - then any equipment names as they appear in the logs</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_equipment`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_equipment</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;`by_equipment` must be one of `True` or `False`&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">col_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">col_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">col_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+
+        <span class="n">cost_col</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">]</span>
+        <span class="n">events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span> <span class="o">!=</span> <span class="s2">&quot;monthly lease fee&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_equipment</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+                <span class="n">costs</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">events</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">,</span> <span class="n">cost_col</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">]]</span>
+                    <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;agent&quot;</span><span class="p">])</span>
+                    <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                    <span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+                    <span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">level</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+                <span class="p">)</span>
+                <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">max</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">))</span><span class="o">.</span><span class="n">T</span>
+                <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">costs</span><span class="o">.</span><span class="n">iloc</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">index</span><span class="o">=</span><span class="s2">&quot;agent&quot;</span><span class="p">)</span>
+                <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+            <span class="n">col_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">col_filter</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">events</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">,</span> <span class="n">cost_col</span> <span class="o">+</span> <span class="n">col_filter</span><span class="p">]</span>
+                <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">col_filter</span><span class="p">)</span>
+                <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                <span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">level</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="n">costs</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">agent</span> <span class="o">==</span> <span class="n">eq</span><span class="p">][</span><span class="n">cost_col</span><span class="p">]</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+                        <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">:</span> <span class="n">eq</span><span class="p">}</span>
+                    <span class="p">)</span>
+                    <span class="k">for</span> <span class="n">eq</span> <span class="ow">in</span> <span class="n">costs</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+                <span class="p">],</span>
+                <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">events</span><span class="p">[</span><span class="n">cost_col</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">()],</span> <span class="n">columns</span><span class="o">=</span><span class="n">cost_col</span><span class="p">)</span>
+
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">events</span><span class="p">[</span><span class="n">cost_col</span> <span class="o">+</span> <span class="n">col_filter</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">col_filter</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.service_equipment_utilization">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.service_equipment_utilization">[docs]</a>
+    <span class="k">def</span> <span class="nf">service_equipment_utilization</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the utilization rate for each of the service equipment in the</span>
+<span class="sd">        simulation  as the ratio of total number of days each of the servicing</span>
+<span class="sd">        equipment is in operation over the total number of days it&#39;s present in the</span>
+<span class="sd">        simulation. This number excludes mobilization time and the time between</span>
+<span class="sd">        visits for scheduled servicing equipment strategies.</span>
+
+<span class="sd">        .. note:: For tugboats in a tow-to-port scenario, this ratio will be near</span>
+<span class="sd">            100% because they are considered to be operating on an as-needed basis per</span>
+<span class="sd">            the port contracting assumptions</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot; or &quot;annual&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The utilization rate of each of the simulation ``SerivceEquipment``.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot; or &quot;annual&quot;.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;annual&quot;</span><span class="p">)</span>
+
+        <span class="n">operation_days</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="n">total_days</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="n">operating_actions</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="s2">&quot;traveling&quot;</span><span class="p">,</span>  <span class="c1"># traveling between port/site or on-site</span>
+            <span class="s2">&quot;repair&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;maintenance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;delay&quot;</span><span class="p">,</span>  <span class="c1"># performing work</span>
+            <span class="s2">&quot;unmooring&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;mooring_reconnection&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;towing&quot;</span><span class="p">,</span>  <span class="c1"># tugboat classifications</span>
+        <span class="p">]</span>
+        <span class="n">operating_filter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">operating_actions</span><span class="p">)</span>
+        <span class="n">return_filter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;delay&quot;</span>
+        <span class="n">return_filter</span> <span class="o">&amp;=</span> <span class="p">(</span>
+            <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">reason</span> <span class="o">==</span> <span class="s2">&quot;work is complete&quot;</span><span class="p">)</span>
+            <span class="o">&amp;</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">additional</span> <span class="o">==</span> <span class="s2">&quot;will return next year&quot;</span><span class="p">)</span>
+        <span class="p">)</span> <span class="o">|</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">reason</span> <span class="o">==</span> <span class="s2">&quot;non-operational period&quot;</span><span class="p">)</span>
+        <span class="n">return_filter</span> <span class="o">&amp;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">additional</span> <span class="o">==</span> <span class="s2">&quot;will return next year&quot;</span>
+        <span class="k">for</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">:</span>
+            <span class="n">equipment_filter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">agent</span> <span class="o">==</span> <span class="n">name</span>
+            <span class="n">_events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[</span><span class="n">equipment_filter</span> <span class="o">&amp;</span> <span class="n">operating_filter</span><span class="p">]</span>
+            <span class="n">_events</span> <span class="o">=</span> <span class="n">_events</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;day&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">size</span><span class="p">()</span>
+            <span class="n">_events</span> <span class="o">=</span> <span class="n">_events</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()[[</span><span class="s2">&quot;day&quot;</span><span class="p">]]</span>
+            <span class="n">operation_days</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">_events</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;day&quot;</span><span class="p">:</span> <span class="n">name</span><span class="p">}))</span>
+
+            <span class="n">ix_filter</span> <span class="o">=</span> <span class="n">equipment_filter</span> <span class="o">&amp;</span> <span class="o">~</span><span class="n">return_filter</span>
+            <span class="n">total</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[</span><span class="n">ix_filter</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;day&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">size</span><span class="p">()</span>
+            <span class="n">total</span> <span class="o">=</span> <span class="n">total</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">count</span><span class="p">()[[</span><span class="s2">&quot;day&quot;</span><span class="p">]]</span>
+            <span class="n">total_days</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">total</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;day&quot;</span><span class="p">:</span> <span class="n">name</span><span class="p">}))</span>
+
+        <span class="n">operating_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">operation_days</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+        <span class="n">total_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">total_days</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+        <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">)</span> <span class="o">&gt;</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">operating_df</span> <span class="o">=</span> <span class="n">operating_df</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">operation_days</span><span class="p">[</span><span class="mi">1</span><span class="p">:],</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="n">total_df</span> <span class="o">=</span> <span class="n">total_df</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">total_days</span><span class="p">[</span><span class="mi">1</span><span class="p">:],</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">1</span><span class="p">)</span>
+
+        <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">():</span>
+            <span class="k">if</span> <span class="n">year</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">operating_df</span><span class="o">.</span><span class="n">index</span><span class="p">:</span>
+                <span class="n">missing</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span> <span class="n">operating_df</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])),</span>
+                    <span class="n">index</span><span class="o">=</span><span class="p">[</span><span class="n">year</span><span class="p">],</span>
+                    <span class="n">columns</span><span class="o">=</span><span class="n">operating_df</span><span class="o">.</span><span class="n">columns</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="n">operating_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">operating_df</span><span class="p">,</span> <span class="n">missing</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">year</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">total_df</span><span class="o">.</span><span class="n">index</span><span class="p">:</span>
+                <span class="n">missing</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="mi">1</span><span class="p">,</span> <span class="n">total_df</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">])),</span>
+                    <span class="n">index</span><span class="o">=</span><span class="p">[</span><span class="n">year</span><span class="p">],</span>
+                    <span class="n">columns</span><span class="o">=</span><span class="n">operating_df</span><span class="o">.</span><span class="n">columns</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="n">total_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">total_df</span><span class="p">,</span> <span class="n">missing</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">operating_df</span> <span class="o">=</span> <span class="n">operating_df</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span>
+            <span class="p">]</span>
+            <span class="n">total_df</span> <span class="o">=</span> <span class="n">total_df</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()[</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">]</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">operating_df</span> <span class="o">/</span> <span class="n">total_df</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
+        <span class="k">return</span> <span class="n">operating_df</span> <span class="o">/</span> <span class="n">total_df</span></div>
+
+
+<div class="viewcode-block" id="Metrics.vessel_crew_hours_at_sea">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea">[docs]</a>
+    <span class="k">def</span> <span class="nf">vessel_crew_hours_at_sea</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">by_equipment</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+        <span class="n">vessel_crew_assumption</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">float</span><span class="p">]</span> <span class="o">=</span> <span class="p">{},</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the total number of crew hours at sea that occurred during a</span>
+<span class="sd">        simulation at a project, annual, or monthly level that can be broken out by</span>
+<span class="sd">        servicing equipment. This includes time mobilizing, delayed at sea, servicing,</span>
+<span class="sd">        towing, and traveling.</span>
+
+<span class="sd">        .. note:: This metric is intended to be used for offshore wind simulations.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_equipment : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to each tugboat (True) or not</span>
+<span class="sd">            (False), by default False.</span>
+<span class="sd">        vessel_crew_assumption : dict[str, float], optional</span>
+<span class="sd">            Dictionary of vessel names (``ServiceEquipment.settings.name``) and number</span>
+<span class="sd">            of crew members aboard to trannsform the results from vessel hours at sea</span>
+<span class="sd">            to crew hours at sea.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            Returns a pandas ``DataFrame`` with columns:</span>
+
+<span class="sd">            - year (if appropriate for frequency)</span>
+<span class="sd">            - month (if appropriate for frequency)</span>
+<span class="sd">            - Total Crew Hours at Sea</span>
+<span class="sd">            - {ServiceEquipment.settings.name} (if broken out)</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_equipment`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``vessel_crew_assumption`` is not a dictionary.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_equipment</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_equipment`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">vessel_crew_assumption</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;`vessel_crew_assumption` must be a dictionary of vessel name (keys)&quot;</span>
+                <span class="s2">&quot; and number of crew (values)&quot;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Filter by the at sea indicators and required columns</span>
+        <span class="n">at_sea</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span>
+        <span class="n">at_sea</span> <span class="o">=</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="n">at_sea</span><span class="o">.</span><span class="n">location</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span> <span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;system&quot;</span><span class="p">))</span>
+            <span class="o">&amp;</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">),</span>
+            <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;action&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">,</span> <span class="s2">&quot;additional&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">],</span>
+        <span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+        <span class="c1"># Create a shell for the final results</span>
+        <span class="n">total_hours</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">total_hours</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;N&quot;</span><span class="p">})</span>
+        <span class="n">total_hours</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
+
+        <span class="c1"># Apply the vessel crew assumptions</span>
+        <span class="n">vessels</span> <span class="o">=</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">vessel_crew_assumption</span> <span class="o">!=</span> <span class="p">{}:</span>
+            <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">n_crew</span> <span class="ow">in</span> <span class="n">vessel_crew_assumption</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+                <span class="k">if</span> <span class="n">name</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">vessels</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">ix_vessel</span> <span class="o">=</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">agent</span> <span class="o">==</span> <span class="n">name</span>
+                <span class="n">at_sea</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix_vessel</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span> <span class="o">*=</span> <span class="n">n_crew</span>
+
+        <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">]</span>
+        <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">vessels</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_equipment</span><span class="p">:</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">]</span>
+            <span class="n">at_sea</span> <span class="o">=</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s2">&quot;duration&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;duration&quot;</span><span class="p">])</span>
+            <span class="k">if</span> <span class="n">by_equipment</span><span class="p">:</span>
+                <span class="n">total_hours</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">at_sea</span><span class="p">[[</span><span class="s2">&quot;duration&quot;</span><span class="p">,</span> <span class="s2">&quot;agent&quot;</span><span class="p">]]</span>
+                    <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;agent&quot;</span><span class="p">])</span>
+                    <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                    <span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                <span class="p">)</span>
+                <span class="n">total_hours</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                <span class="k">return</span> <span class="n">total_hours</span><span class="p">[</span><span class="n">columns</span><span class="p">]</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">at_sea</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s2">&quot;duration&quot;</span><span class="p">]])</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+                    <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">}</span>
+                <span class="p">)</span>
+
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">additional_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)[[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">additional_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;month&quot;</span><span class="p">)[[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">additional_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])[[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+        <span class="n">columns</span> <span class="o">=</span> <span class="n">additional_cols</span> <span class="o">+</span> <span class="n">columns</span>
+        <span class="n">group_cols</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">additional_cols</span><span class="p">)</span>
+        <span class="n">at_sea</span> <span class="o">=</span> <span class="n">at_sea</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;duration&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">by_equipment</span><span class="p">:</span>
+            <span class="n">total</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">for</span> <span class="n">v</span> <span class="ow">in</span> <span class="n">vessels</span><span class="p">:</span>
+                <span class="n">total</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">at_sea</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">v</span><span class="p">]</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="n">v</span><span class="p">}))</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">total</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span>
+            <span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="n">total_hours</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="n">total_hours</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+            <span class="n">total_hours</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">total_hours</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+                <span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N&quot;</span><span class="p">:</span> <span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">})[</span><span class="n">columns</span><span class="p">]</span>
+                <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">additional_cols</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="n">total_hours</span>
+
+        <span class="k">return</span> <span class="n">at_sea</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="s2">&quot;Total Crew Hours at Sea&quot;</span><span class="p">})</span></div>
+
+
+<div class="viewcode-block" id="Metrics.number_of_tows">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.number_of_tows">[docs]</a>
+    <span class="k">def</span> <span class="nf">number_of_tows</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by_tug</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="n">by_direction</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the total number of tows that occurred during a simulation at a</span>
+<span class="sd">        project, annual, or monthly level that can be broken out by tugboat.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_tug : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to each tugboat (True) or not</span>
+<span class="sd">            (False), by default False.</span>
+<span class="sd">        by_direction : bool, optional</span>
+<span class="sd">            Indicates whether the values are with respect to the direction a turbine is</span>
+<span class="sd">            towed (True) or not (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | pd.DataFrame</span>
+<span class="sd">            Returns either a float for whole project-level costs or a pandas</span>
+<span class="sd">            ``DataFrame`` with columns:</span>
+
+<span class="sd">            - year (if appropriate for frequency)</span>
+<span class="sd">            - month (if appropriate for frequency)</span>
+<span class="sd">            - total_tows</span>
+<span class="sd">            - total_tows_to_port (if broken out)</span>
+<span class="sd">            - total_tows_to_site (if broken out)</span>
+<span class="sd">            - {ServiceEquipment.settings.name}_total_tows (if broken out)</span>
+<span class="sd">            - {ServiceEquipment.settings.name}_to_port (if broken out)</span>
+<span class="sd">            - {ServiceEquipment.settings.name}_to_site (if broken out)</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_tug`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_direction`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_tug</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_tug`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_direction</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_direction`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Filter out only the towing events</span>
+        <span class="n">towing</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;towing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">towing</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="c1"># If this is accessed in an in-situ only scenario, or no tows were activated</span>
+            <span class="c1"># then return back 0</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;total_tows&quot;</span><span class="p">])</span>
+        <span class="n">towing</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;direction&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;to_site&quot;</span>
+        <span class="n">ix_to_port</span> <span class="o">=</span> <span class="n">towing</span><span class="o">.</span><span class="n">reason</span> <span class="o">==</span> <span class="s2">&quot;towing turbine to port&quot;</span>
+        <span class="n">towing</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix_to_port</span><span class="p">,</span> <span class="s2">&quot;direction&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;to_port&quot;</span>
+
+        <span class="c1"># Get the unique directions and tugboat names</span>
+        <span class="n">direction_suffix</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;to_port&quot;</span><span class="p">,</span> <span class="s2">&quot;to_site&quot;</span><span class="p">)</span>
+        <span class="n">tugboats</span> <span class="o">=</span> <span class="n">towing</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+
+        <span class="c1"># Create the final column names</span>
+        <span class="n">columns</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;total_tows&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_direction</span><span class="p">:</span>
+            <span class="n">columns</span><span class="o">.</span><span class="n">extend</span><span class="p">([</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">c</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">columns</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">direction_suffix</span><span class="p">])</span>
+
+        <span class="k">if</span> <span class="n">by_tug</span><span class="p">:</span>
+            <span class="n">tug_columns</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2">_total_tows&quot;</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">tugboats</span><span class="p">]</span>
+            <span class="k">if</span> <span class="n">by_direction</span><span class="p">:</span>
+                <span class="n">_columns</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">tugboats</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">direction_suffix</span><span class="p">]</span>
+                <span class="n">tug_columns</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">_columns</span><span class="p">)</span>
+                <span class="n">tug_columns</span><span class="o">.</span><span class="n">sort</span><span class="p">()</span>
+            <span class="n">columns</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">tug_columns</span><span class="p">)</span>
+
+        <span class="c1"># Count the total number of tows by each possibly category</span>
+        <span class="n">n_tows</span> <span class="o">=</span> <span class="n">towing</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;direction&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="n">n_tows</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;N&quot;</span><span class="p">})[</span><span class="s2">&quot;N&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+
+        <span class="c1"># Create a shell for the total tows</span>
+        <span class="n">total_tows</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">count</span><span class="p">()[</span><span class="s2">&quot;env_time&quot;</span><span class="p">]</span>
+        <span class="p">)</span>
+        <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;N&quot;</span><span class="p">})</span>
+        <span class="n">total_tows</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mi">0</span>
+
+        <span class="c1"># Create the correct time frequency for the number of tows and shell total</span>
+        <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;direction&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">time_cols</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="n">n_tows</span> <span class="o">=</span> <span class="n">n_tows</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+            <span class="c1"># If no further work is required, then return the sum as a 1x1 data frame</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">by_tug</span> <span class="ow">and</span> <span class="ow">not</span> <span class="n">by_direction</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="p">[</span><span class="n">n_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">N</span><span class="o">.</span><span class="n">sum</span><span class="p">()],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;total_tows&quot;</span><span class="p">]</span>
+                <span class="p">)</span>
+
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">time_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="n">time_cols</span> <span class="o">+</span> <span class="n">columns</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+            <span class="n">n_tows</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">total_tows</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+            <span class="p">)</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">time_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="n">time_cols</span> <span class="o">+</span> <span class="n">columns</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+            <span class="n">n_tows</span> <span class="o">=</span> <span class="n">n_tows</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">total_tows</span><span class="p">[[</span><span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;N&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+            <span class="p">)</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="c1"># Already have month-year by default, so skip the n_tows refinement</span>
+            <span class="n">time_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">columns</span> <span class="o">=</span> <span class="n">time_cols</span> <span class="o">+</span> <span class="n">columns</span>
+            <span class="n">group_cols</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+            <span class="n">n_tows</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">group_cols</span><span class="p">,</span> <span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+        <span class="c1"># Create a list of the columns needed for creating the broken down totals</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">total_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">total_cols</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">columns</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+
+        <span class="c1"># Sum the number of tows by tugboat, if needed</span>
+        <span class="k">if</span> <span class="n">by_tug</span><span class="p">:</span>
+            <span class="n">tug_sums</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">for</span> <span class="n">tug</span> <span class="ow">in</span> <span class="n">tugboats</span><span class="p">:</span>
+                <span class="n">tug_sum</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">tug</span><span class="p">]</span>
+                <span class="n">tug_sums</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tug_sum</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N&quot;</span><span class="p">:</span> <span class="n">tug</span><span class="p">}))</span>
+            <span class="n">tug_sums_by_direction</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">tug_sums</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+            <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+                <span class="n">tug_sums</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">tug_sums_by_direction</span><span class="o">.</span><span class="n">sum</span><span class="p">())</span><span class="o">.</span><span class="n">T</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">tug_sums</span> <span class="o">=</span> <span class="n">tug_sums_by_direction</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">total_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tug_sums</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span>  <span class="c1"># mypy checking</span>
+            <span class="n">tug_sums</span> <span class="o">=</span> <span class="n">tug_sums</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+                <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="n">t</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2">_total_tows&quot;</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">tug_sums</span><span class="o">.</span><span class="n">columns</span><span class="p">}</span>
+            <span class="p">)</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">tug_sums</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">)</span>  <span class="c1"># mypy checking</span>
+            <span class="n">total</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                <span class="n">tug_sums</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;total_tows&quot;</span><span class="p">]</span>
+            <span class="p">)</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">by_direction</span><span class="p">:</span>
+                <span class="c1"># Sum the totals, then merge the results with the shell data frame,</span>
+                <span class="c1"># and cleanup the columns</span>
+                <span class="n">total</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">total_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">total</span><span class="p">,</span> <span class="n">on</span><span class="o">=</span><span class="n">total_cols</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N_y&quot;</span><span class="p">:</span> <span class="s2">&quot;total_tows&quot;</span><span class="p">})</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="p">[</span><span class="n">columns</span><span class="p">]</span>
+                <span class="k">if</span> <span class="n">time_cols</span><span class="p">:</span>
+                    <span class="k">return</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+                <span class="k">return</span> <span class="n">total_tows</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">total</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">n_tows</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">total_cols</span><span class="p">)</span>
+                    <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                    <span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+                    <span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N&quot;</span><span class="p">:</span> <span class="s2">&quot;total_tows&quot;</span><span class="p">})</span>
+                <span class="p">)</span>
+
+        <span class="c1"># Create the full total tows data</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">if</span> <span class="s2">&quot;index&quot;</span> <span class="ow">in</span> <span class="n">total</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;index&quot;</span><span class="p">])</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">total_tows</span><span class="o">.</span><span class="n">merge</span><span class="p">(</span><span class="n">total</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">total_cols</span><span class="p">)</span>
+
+        <span class="c1"># Get the sums by each direction towed, if needed</span>
+        <span class="k">if</span> <span class="n">by_direction</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+                <span class="n">direction_sums</span> <span class="o">=</span> <span class="n">n_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;direction&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">direction_suffix</span><span class="p">:</span>
+                    <span class="n">total_tows</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="sa">f</span><span class="s2">&quot;total_tows_</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">direction_sums</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">s</span><span class="p">,</span> <span class="s2">&quot;N&quot;</span><span class="p">]</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">direction_sums</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="n">n_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;direction&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">total_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">direction_suffix</span><span class="p">:</span>
+                    <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                        <span class="n">direction_sums</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">s</span><span class="p">]</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N&quot;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;total_tows_</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">})</span>
+                    <span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+            <span class="c1"># Add in the tugboat breakdown as needed</span>
+            <span class="k">if</span> <span class="n">by_tug</span><span class="p">:</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">tug_sums</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+                <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="n">direction_suffix</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+                        <span class="n">_total</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                            <span class="n">tug_sums_by_direction</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">s</span><span class="p">]</span>
+                        <span class="p">)</span><span class="o">.</span><span class="n">T</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                    <span class="k">else</span><span class="p">:</span>
+                        <span class="n">_total</span> <span class="o">=</span> <span class="n">tug_sums_by_direction</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">s</span><span class="p">]</span>
+                    <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+                        <span class="n">_total</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="n">t</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">t</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">s</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">tugboats</span><span class="p">}),</span>
+                        <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">,</span>
+                    <span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+                <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()[</span><span class="n">columns</span><span class="p">]</span>
+                <span class="k">if</span> <span class="n">time_cols</span><span class="p">:</span>
+                    <span class="k">return</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="k">return</span> <span class="n">total_tows</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">assign</span><span class="p">(</span><span class="n">N</span><span class="o">=</span><span class="n">total_tows</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">))</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;N&quot;</span><span class="p">:</span> <span class="s2">&quot;total_tows&quot;</span><span class="p">})</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()[</span>
+                <span class="n">columns</span>
+            <span class="p">]</span>
+            <span class="k">if</span> <span class="n">time_cols</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+            <span class="k">return</span> <span class="n">total_tows</span>
+
+        <span class="k">if</span> <span class="n">by_tug</span><span class="p">:</span>
+            <span class="n">total_tows</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">total_tows</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">tug_sums</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()[</span><span class="n">columns</span><span class="p">]</span>
+            <span class="p">)</span>
+            <span class="k">if</span> <span class="n">time_cols</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">total_tows</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+            <span class="k">return</span> <span class="n">total_tows</span>
+
+        <span class="k">if</span> <span class="n">time_cols</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">total_tows</span><span class="p">[</span><span class="n">columns</span><span class="p">]</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">time_cols</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">total_tows</span><span class="p">[</span><span class="n">columns</span><span class="p">]</span></div>
+
+
+<div class="viewcode-block" id="Metrics.labor_costs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.labor_costs">[docs]</a>
+    <span class="k">def</span> <span class="nf">labor_costs</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by_type</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the labor costs for the simulation at a project, annual, or</span>
+<span class="sd">        monthly level that can be broken out by hourly and salary labor costs.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_type : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to the labor types</span>
+<span class="sd">            (True) or not (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | pd.DataFrame</span>
+<span class="sd">            Returns either a float for whole project-level costs or a pandas</span>
+<span class="sd">            ``DataFrame`` with columns:</span>
+
+<span class="sd">            - year (if appropriate for frequency)</span>
+<span class="sd">            - month (if appropriate for frequency)</span>
+<span class="sd">            - total_labor_cost</span>
+<span class="sd">            - hourly_labor_cost (if broken out)</span>
+<span class="sd">            - salary_labor_cost (if broken out)</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_type`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_type</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_type`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="n">labor_cols</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_hourly_cost</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_salary_cost</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">_labor_cost</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[</span><span class="n">labor_cols</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">),</span>
+                <span class="n">columns</span><span class="o">=</span><span class="n">labor_cols</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">by_type</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">costs</span><span class="p">[[</span><span class="bp">self</span><span class="o">.</span><span class="n">_labor_cost</span><span class="p">]]</span>
+            <span class="k">return</span> <span class="n">costs</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+
+        <span class="n">costs</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="n">labor_cols</span> <span class="o">+</span> <span class="n">group_filter</span><span class="p">]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_type</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">costs</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_labor_cost</span><span class="p">])</span>
+        <span class="k">return</span> <span class="n">costs</span></div>
+
+
+<div class="viewcode-block" id="Metrics.equipment_labor_cost_breakdowns">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns">[docs]</a>
+    <span class="k">def</span> <span class="nf">equipment_labor_cost_breakdowns</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">by_category</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+        <span class="n">by_equipment</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the producitivty cost and time breakdowns for the simulation at a</span>
+<span class="sd">        project, annual, or monthly level that can be broken out to include the</span>
+<span class="sd">        equipment and labor components, as well as be broken down by servicing</span>
+<span class="sd">        equipment.</span>
+
+<span class="sd">        .. note:: Doesn&#39;t produce a value if there&#39;s no cost associated with a &quot;reason&quot;.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_category : bool, optional</span>
+<span class="sd">            Indicates whether to include the equipment and labor categories (True) or</span>
+<span class="sd">            not (False), by default False.</span>
+<span class="sd">        by_equipment : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to the equipment utilized</span>
+<span class="sd">            (True) or not (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            Returns pandas ``DataFrame`` with columns:</span>
+<span class="sd">                - year (if appropriate for frequency)</span>
+<span class="sd">                - month (if appropriate for frequency)</span>
+<span class="sd">                - reason</span>
+<span class="sd">                - hourly_labor_cost (if by_category == ``True``)</span>
+<span class="sd">                - salary_labor_cost (if by_category == ``True``)</span>
+<span class="sd">                - total_labor_cost (if by_category == ``True``)</span>
+<span class="sd">                - equipment_cost (if by_category == ``True``)</span>
+<span class="sd">                - total_cost (if broken out)</span>
+<span class="sd">                - total_hours</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_category`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_category</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_category`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_equipment</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_equipment`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;action&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">,</span> <span class="s2">&quot;additional&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_equipment</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;agent&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="s2">&quot;month-year&quot;</span><span class="p">):</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">insert</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">)</span>
+
+        <span class="n">action_list</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="s2">&quot;delay&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;repair&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;maintenance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;transferring crew&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;traveling&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;towing&quot;</span><span class="p">,</span>
+        <span class="p">]</span>
+        <span class="n">equipment</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">equipment</span><span class="p">)</span>
+                <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">action_list</span><span class="p">)</span>
+                <span class="o">&amp;</span> <span class="o">~</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">additional</span><span class="o">.</span><span class="n">isin</span><span class="p">([</span><span class="s2">&quot;work is complete&quot;</span><span class="p">]),</span>
+                <span class="n">group_filter</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">_cost_columns</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;duration&quot;</span><span class="p">],</span>
+            <span class="p">]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="s2">&quot;total_hours&quot;</span><span class="p">})</span>
+        <span class="p">)</span>
+        <span class="n">costs</span><span class="p">[</span><span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">]</span> <span class="o">*</span> <span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+
+        <span class="n">non_shift_hours</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="s2">&quot;not in working hours&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;work shift has ended; waiting for next shift to start&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;no more return visits will be made&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;will return next year&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;waiting for next operational period&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;end of shift; will resume work in the next shift&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">weather_hours</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="s2">&quot;weather delay&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;weather unsuitable to transfer crew&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;insufficient time to complete travel before end of the shift&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;weather unsuitable for mooring reconnection&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;weather unsuitable for unmooring&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;delay&quot;</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">additional</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">non_shift_hours</span><span class="p">)),</span>
+            <span class="s2">&quot;display_reason&quot;</span><span class="p">,</span>
+        <span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Not in Shift&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;repair&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Repair&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;maintenance&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Maintenance&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;transferring crew&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span>
+        <span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Crew Transfer&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;traveling&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Site Travel&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;towing&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Towing&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;mobilization&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Mobilization&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="n">costs</span><span class="o">.</span><span class="n">additional</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">weather_hours</span><span class="p">),</span> <span class="s2">&quot;display_reason&quot;</span>
+        <span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;Weather Delay&quot;</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">reason</span> <span class="o">==</span> <span class="s2">&quot;no requests&quot;</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;No Requests&quot;</span>
+
+        <span class="n">costs</span><span class="o">.</span><span class="n">reason</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">display_reason</span>
+
+        <span class="n">drop_columns</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">_materials_cost</span><span class="p">,</span> <span class="s2">&quot;display_reason&quot;</span><span class="p">,</span> <span class="s2">&quot;additional&quot;</span><span class="p">,</span> <span class="s2">&quot;action&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_category</span><span class="p">:</span>
+            <span class="n">drop_columns</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span>
+                <span class="p">[</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_hourly_cost</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_salary_cost</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_labor_cost</span><span class="p">,</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">,</span>
+                <span class="p">]</span>
+            <span class="p">)</span>
+        <span class="n">group_filter</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">group_filter</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;additional&quot;</span><span class="p">))</span>
+        <span class="n">group_filter</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="n">group_filter</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;action&quot;</span><span class="p">))</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="n">drop_columns</span><span class="p">)</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+
+        <span class="n">comparison_values</span><span class="p">:</span> <span class="n">product</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">|</span> <span class="n">product</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span>
+        <span class="n">month_year</span> <span class="o">=</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="s2">&quot;month-year&quot;</span><span class="p">):</span>
+            <span class="n">years</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">reasons</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reason</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">years</span><span class="p">,</span> <span class="n">reasons</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">month_year</span><span class="p">:</span>
+                <span class="n">months</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+                <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">years</span><span class="p">,</span> <span class="n">months</span><span class="p">,</span> <span class="n">reasons</span><span class="p">)</span>
+
+            <span class="n">zeros</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="mi">2</span><span class="p">)</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+            <span class="k">for</span> <span class="n">_year</span><span class="p">,</span> <span class="o">*</span><span class="n">_month</span><span class="p">,</span> <span class="n">_reason</span> <span class="ow">in</span> <span class="n">comparison_values</span><span class="p">:</span>
+                <span class="n">row_filter</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_year</span>
+                <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_year</span><span class="p">,</span> <span class="n">_reason</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+                <span class="k">if</span> <span class="n">month_year</span><span class="p">:</span>
+                    <span class="n">_month</span> <span class="o">=</span> <span class="n">_month</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                    <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_month</span>
+                    <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_year</span><span class="p">,</span> <span class="n">_month</span><span class="p">,</span> <span class="n">_reason</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span><span class="p">[:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span>
+
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reason</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_reason</span>
+                <span class="k">if</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span> <span class="o">=</span> <span class="n">row</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">months</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">reasons</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reason</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">months</span><span class="p">,</span> <span class="n">reasons</span><span class="p">)</span>
+            <span class="n">zeros</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="mi">2</span><span class="p">)</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+            <span class="k">for</span> <span class="n">_month</span><span class="p">,</span> <span class="n">_reason</span> <span class="ow">in</span> <span class="n">comparison_values</span><span class="p">:</span>
+                <span class="n">row_filter</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_month</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reason</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_reason</span>
+                <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_month</span><span class="p">,</span> <span class="n">_reason</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+                <span class="k">if</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span> <span class="o">=</span> <span class="n">row</span>
+
+        <span class="n">new_sort</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="s2">&quot;Maintenance&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Repair&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Crew Transfer&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Site Travel&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Towing&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Mobilization&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Weather Delay&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;No Requests&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;Not in Shift&quot;</span><span class="p">,</span>
+        <span class="p">]</span>
+        <span class="n">costs</span><span class="o">.</span><span class="n">reason</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Categorical</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">reason</span><span class="p">,</span> <span class="n">new_sort</span><span class="p">)</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span>
+        <span class="n">sort_order</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;reason&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_equipment</span><span class="p">:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">get_level_values</span><span class="p">(</span><span class="s2">&quot;agent&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="n">equipment</span><span class="p">)]</span>
+            <span class="n">costs</span><span class="o">.</span><span class="n">index</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">set_names</span><span class="p">({</span><span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="s2">&quot;equipment_name&quot;</span><span class="p">})</span>
+            <span class="n">sort_order</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;equipment_name&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">sort_order</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">sort_order</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">sort_order</span>
+            <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">sort_order</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">sort_order</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">sort_order</span>
+            <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">sort_order</span><span class="p">)</span>
+        <span class="n">sort_order</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="n">sort_order</span>
+        <span class="k">return</span> <span class="n">costs</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">sort_order</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.emissions">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.emissions">[docs]</a>
+    <span class="k">def</span> <span class="nf">emissions</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">emissions_factors</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span>
+        <span class="n">maneuvering_factor</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.1</span><span class="p">,</span>
+        <span class="n">port_engine_on_factor</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the emissions, typically in tons, per hour of operations for</span>
+<span class="sd">        transiting, maneuvering (calculated as a % of transiting), idling at the site</span>
+<span class="sd">        (repairs, crew transfer, weather delays), and idling at port (weather delays),</span>
+<span class="sd">        excluding waiting overnight between shifts.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        emissions_factors : dict</span>
+<span class="sd">            Dictionary of emissions per hour for &quot;transit&quot;, &quot;maneuver&quot;, &quot;idle at site&quot;,</span>
+<span class="sd">            and &quot;idle at port&quot; for each of the servicing equipment in the simulation.</span>
+<span class="sd">        maneuvering_factor : float, optional</span>
+<span class="sd">            The proportion of transit time that can be attributed to</span>
+<span class="sd">            maneuvering/positioning, by default 0.1.</span>
+<span class="sd">        port_engine_on_factor : float, optional</span>
+<span class="sd">            The proportion of idling at port time that can be attributed to having the</span>
+<span class="sd">            engine on and producing emissions, by default 0.25.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            DataFrame of &quot;duration&quot; (hours), &quot;distance_km&quot;, and &quot;emissions&quot; (tons) for</span>
+<span class="sd">            each servicing equipment in the simulation for each emissions category.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        KeyError</span>
+<span class="sd">            Raised if any of the servicing equipment are missing from the</span>
+<span class="sd">            ``emissions_factors`` dictionary.</span>
+<span class="sd">        KeyError</span>
+<span class="sd">            Raised if any of the emissions categories are missing from each servcing</span>
+<span class="sd">            equipment definition in ``emissions_factors``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">missing</span> <span class="o">:=</span> <span class="nb">set</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">)</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span>
+            <span class="p">[</span><span class="o">*</span><span class="n">emissions_factors</span><span class="p">]</span>
+        <span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">KeyError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;`emissions_factors` is missing the following keys: </span><span class="si">{</span><span class="n">missing</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="n">valid_categories</span> <span class="o">=</span> <span class="p">(</span><span class="s2">&quot;transit&quot;</span><span class="p">,</span> <span class="s2">&quot;maneuvering&quot;</span><span class="p">,</span> <span class="s2">&quot;idle at port&quot;</span><span class="p">,</span> <span class="s2">&quot;idle at site&quot;</span><span class="p">)</span>
+        <span class="n">emissions_categories</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+            <span class="n">chain</span><span class="p">(</span><span class="o">*</span><span class="p">[[</span><span class="o">*</span><span class="n">val</span><span class="p">]</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="n">emissions_factors</span><span class="o">.</span><span class="n">values</span><span class="p">()])</span>
+        <span class="p">)</span>
+        <span class="n">emissions_input</span> <span class="o">=</span> <span class="n">Counter</span><span class="p">(</span><span class="n">emissions_categories</span><span class="p">)</span>
+        <span class="k">if</span> <span class="p">(</span>
+            <span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">valid_categories</span><span class="p">)</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span><span class="n">emissions_input</span><span class="o">.</span><span class="n">keys</span><span class="p">()))</span> <span class="o">&gt;</span> <span class="mi">0</span>
+            <span class="ow">or</span> <span class="nb">len</span><span class="p">(</span><span class="nb">set</span><span class="p">(</span><span class="n">emissions_input</span><span class="o">.</span><span class="n">values</span><span class="p">()))</span> <span class="o">&gt;</span> <span class="mi">1</span>
+        <span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">KeyError</span><span class="p">(</span>
+                <span class="s2">&quot;Each servicing equipment&#39;s emissions factors must have inputs for:&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">valid_categories</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Create the agent/duration subset</span>
+        <span class="n">equipment_usage</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">agent</span><span class="o">.</span><span class="n">isin</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment_names</span><span class="p">),</span>
+                <span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;action&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">,</span> <span class="s2">&quot;location&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">,</span> <span class="s2">&quot;distance_km&quot;</span><span class="p">],</span>
+            <span class="p">]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;action&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">,</span> <span class="s2">&quot;location&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="n">equipment_usage</span> <span class="o">=</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="o">~</span><span class="p">(</span>
+                <span class="p">(</span><span class="n">equipment_usage</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;delay&quot;</span><span class="p">)</span>
+                <span class="o">&amp;</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">reason</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="s2">&quot;no requests&quot;</span><span class="p">,</span> <span class="s2">&quot;work is complete&quot;</span><span class="p">))</span>
+            <span class="p">)</span>
+        <span class="p">]</span>
+
+        <span class="c1"># Map each of the locations to new categories and filter out unnecessary ones</span>
+        <span class="n">conditions</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">location</span><span class="o">.</span><span class="n">eq</span><span class="p">(</span><span class="s2">&quot;site&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">bool</span><span class="p">),</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">location</span><span class="o">.</span><span class="n">eq</span><span class="p">(</span><span class="s2">&quot;system&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">bool</span><span class="p">),</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">location</span><span class="o">.</span><span class="n">eq</span><span class="p">(</span><span class="s2">&quot;port&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">bool</span><span class="p">),</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">location</span><span class="o">.</span><span class="n">eq</span><span class="p">(</span><span class="s2">&quot;enroute&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">bool</span><span class="p">),</span>
+        <span class="p">]</span>
+        <span class="n">values</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;idle at site&quot;</span><span class="p">,</span> <span class="s2">&quot;idle at site&quot;</span><span class="p">,</span> <span class="s2">&quot;idle at port&quot;</span><span class="p">,</span> <span class="s2">&quot;transit&quot;</span><span class="p">]</span>
+        <span class="n">equipment_usage</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">assign</span><span class="p">(</span>
+                <span class="n">category</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">select</span><span class="p">(</span><span class="n">conditions</span><span class="p">,</span> <span class="n">values</span><span class="p">,</span> <span class="n">default</span><span class="o">=</span><span class="s2">&quot;invalid&quot;</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="o">.</span><span class="n">drop</span><span class="p">([</span><span class="s2">&quot;action&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">,</span> <span class="s2">&quot;location&quot;</span><span class="p">],</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;category&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="s2">&quot;invalid&quot;</span><span class="p">,</span> <span class="n">level</span><span class="o">=</span><span class="s2">&quot;category&quot;</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Create a new emissions factor DataFrame and mapping</span>
+        <span class="n">categories</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">set</span><span class="p">()</span><span class="o">.</span><span class="n">union</span><span class="p">(</span><span class="n">emissions_categories</span><span class="p">))</span>
+        <span class="n">emissions_summary</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+            <span class="p">[],</span>
+            <span class="n">index</span><span class="o">=</span><span class="n">pd</span><span class="o">.</span><span class="n">MultiIndex</span><span class="o">.</span><span class="n">from_product</span><span class="p">(</span>
+                <span class="p">[[</span><span class="o">*</span><span class="n">emissions_factors</span><span class="p">],</span> <span class="n">categories</span><span class="p">],</span> <span class="n">names</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;agent&quot;</span><span class="p">,</span> <span class="s2">&quot;category&quot;</span><span class="p">]</span>
+            <span class="p">),</span>
+        <span class="p">)</span>
+        <span class="n">factors</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="p">[(</span><span class="n">eq</span><span class="p">,</span> <span class="n">cat</span><span class="p">),</span> <span class="n">ef</span><span class="p">]</span>
+            <span class="k">for</span> <span class="n">eq</span><span class="p">,</span> <span class="n">d</span> <span class="ow">in</span> <span class="n">emissions_factors</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+            <span class="k">for</span> <span class="n">cat</span><span class="p">,</span> <span class="n">ef</span> <span class="ow">in</span> <span class="n">d</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+        <span class="p">]</span>
+        <span class="n">emissions_summary</span><span class="o">.</span><span class="n">loc</span><span class="p">[[</span><span class="n">ix</span> <span class="k">for</span> <span class="p">(</span><span class="n">ix</span><span class="p">,</span> <span class="n">_</span><span class="p">)</span> <span class="ow">in</span> <span class="n">factors</span><span class="p">],</span> <span class="s2">&quot;emissions_factors&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">ef</span> <span class="k">for</span> <span class="p">(</span><span class="n">_</span><span class="p">,</span> <span class="n">ef</span><span class="p">)</span> <span class="ow">in</span> <span class="n">factors</span>
+        <span class="p">]</span>
+
+        <span class="c1"># Combine the emissions factors and the calculate the total distribution</span>
+        <span class="n">equipment_usage</span> <span class="o">=</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">emissions_summary</span><span class="p">,</span> <span class="n">how</span><span class="o">=</span><span class="s2">&quot;outer&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+        <span class="c1"># Adjust the transiting time to account for maneuvering</span>
+        <span class="n">transiting</span> <span class="o">=</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">get_level_values</span><span class="p">(</span><span class="s2">&quot;category&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="s2">&quot;transit&quot;</span>
+        <span class="n">manuevering</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">get_level_values</span><span class="p">(</span><span class="s2">&quot;category&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="s2">&quot;maneuvering&quot;</span>
+        <span class="p">)</span>
+        <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">manuevering</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">transiting</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span> <span class="o">*</span> <span class="n">maneuvering_factor</span>
+        <span class="p">)</span>
+        <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">transiting</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="n">transiting</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span>
+        <span class="p">]</span> <span class="o">*</span> <span class="p">(</span><span class="mi">1</span> <span class="o">-</span> <span class="n">maneuvering_factor</span><span class="p">)</span>
+
+        <span class="c1"># Adjust the idling at port time to only account for when the engine is on</span>
+        <span class="n">port</span> <span class="o">=</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">get_level_values</span><span class="p">(</span><span class="s2">&quot;category&quot;</span><span class="p">)</span> <span class="o">==</span> <span class="s2">&quot;idle at port&quot;</span>
+        <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">port</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">transiting</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span> <span class="o">*</span> <span class="n">port_engine_on_factor</span>
+        <span class="p">)</span>
+
+        <span class="n">equipment_usage</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">equipment_usage</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">assign</span><span class="p">(</span>
+                <span class="n">emissions</span><span class="o">=</span><span class="n">equipment_usage</span><span class="o">.</span><span class="n">duration</span> <span class="o">*</span> <span class="n">equipment_usage</span><span class="o">.</span><span class="n">emissions_factors</span>
+            <span class="p">)</span>
+            <span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;emissions_factors&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">equipment_usage</span></div>
+
+
+<div class="viewcode-block" id="Metrics.component_costs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.component_costs">[docs]</a>
+    <span class="k">def</span> <span class="nf">component_costs</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by_category</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> <span class="n">by_action</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the component costs for the simulation at a project, annual, or</span>
+<span class="sd">        monthly level that can be broken out by cost categories. This will not sum to</span>
+<span class="sd">        the total cost because it is does not include times where there is no work being</span>
+<span class="sd">        done, but costs are being accrued.</span>
+
+<span class="sd">        .. note:: It should be noted that the costs will include costs accrued from both</span>
+<span class="sd">           weather delays and shift-to-shift delays. In the future these will be</span>
+<span class="sd">           disentangled.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by_category : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to the various cost</span>
+<span class="sd">            categories (True) or not (False), by default False.</span>
+<span class="sd">        by_action : bool, optional</span>
+<span class="sd">            Indicates whether component costs are going to be further broken out by the</span>
+<span class="sd">            action being performed--repair, maintenance, and delay--(True) or not</span>
+<span class="sd">            (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | pd.DataFrame</span>
+<span class="sd">            Returns either a float for whole project-level costs or a pandas</span>
+<span class="sd">            ``DataFrame`` with columns:</span>
+
+<span class="sd">            - year (if appropriate for frequency)</span>
+<span class="sd">            - month (if appropriate for frequency)</span>
+<span class="sd">            - component</span>
+<span class="sd">            - action (if broken out)</span>
+<span class="sd">            - materials_cost (if broken out)</span>
+<span class="sd">            - total_labor_cost (if broken out)</span>
+<span class="sd">            - equipment_cost (if broken out)</span>
+<span class="sd">            - total_cost</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_category`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_action`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_category</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_equipment`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">by_action</span><span class="p">,</span> <span class="nb">bool</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``by_equipment`` must be one of ``True`` or ``False``&quot;</span><span class="p">)</span>
+
+        <span class="n">part_filter</span> <span class="o">=</span> <span class="o">~</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">part_id</span><span class="o">.</span><span class="n">isna</span><span class="p">()</span> <span class="o">&amp;</span> <span class="o">~</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">part_id</span><span class="o">.</span><span class="n">isin</span><span class="p">([</span><span class="s2">&quot;&quot;</span><span class="p">])</span>
+        <span class="n">events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">part_filter</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+
+        <span class="c1"># Need to simplify the cable identifiers to exclude the connection information</span>
+        <span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;component&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;::&quot;</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">events</span><span class="o">.</span><span class="n">part_id</span><span class="o">.</span><span class="n">values</span><span class="p">]</span>
+
+        <span class="n">group_filter</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">extend</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">extend</span><span class="p">([</span><span class="s2">&quot;month&quot;</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">extend</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+
+        <span class="n">group_filter</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;component&quot;</span><span class="p">)</span>
+        <span class="n">cost_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;total_cost&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_category</span><span class="p">:</span>
+            <span class="n">cost_cols</span><span class="p">[</span><span class="mi">0</span><span class="p">:</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_materials_cost</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_labor_cost</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">_equipment_cost</span><span class="p">,</span>
+            <span class="p">]</span>
+
+        <span class="k">if</span> <span class="n">by_action</span><span class="p">:</span>
+            <span class="n">repair_map</span> <span class="o">=</span> <span class="p">{</span>
+                <span class="n">val</span><span class="p">:</span> <span class="s2">&quot;repair&quot;</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;repair request&quot;</span><span class="p">,</span> <span class="s2">&quot;repair&quot;</span><span class="p">,</span> <span class="s2">&quot;repair_complete&quot;</span><span class="p">)</span>
+            <span class="p">}</span>
+            <span class="n">maintenance_map</span> <span class="o">=</span> <span class="p">{</span>
+                <span class="n">val</span><span class="p">:</span> <span class="s2">&quot;maintenance&quot;</span>
+                <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="p">(</span>
+                    <span class="s2">&quot;maintenance request&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;maintenance&quot;</span><span class="p">,</span>
+                    <span class="s2">&quot;maintenance_complete&quot;</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">}</span>
+            <span class="n">delay_map</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;delay&quot;</span><span class="p">:</span> <span class="s2">&quot;delay&quot;</span><span class="p">}</span>
+            <span class="n">action_map</span> <span class="o">=</span> <span class="p">{</span><span class="o">**</span><span class="n">repair_map</span><span class="p">,</span> <span class="o">**</span><span class="n">maintenance_map</span><span class="p">,</span> <span class="o">**</span><span class="n">delay_map</span><span class="p">}</span>
+            <span class="n">events</span><span class="o">.</span><span class="n">action</span> <span class="o">=</span> <span class="n">events</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">map</span><span class="p">(</span><span class="n">action_map</span><span class="p">)</span>
+            <span class="n">group_filter</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="s2">&quot;action&quot;</span><span class="p">)</span>
+
+        <span class="n">month_year</span> <span class="o">=</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span>
+        <span class="n">zeros</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">cost_cols</span><span class="p">))</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events</span><span class="p">[</span><span class="n">group_filter</span> <span class="o">+</span> <span class="n">cost_cols</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="n">by_action</span><span class="p">:</span>
+            <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;action&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+            <span class="n">cols</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">columns</span><span class="o">.</span><span class="n">to_list</span><span class="p">()</span>
+            <span class="n">_ix</span> <span class="o">=</span> <span class="n">cols</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="s2">&quot;component&quot;</span><span class="p">)</span> <span class="o">+</span> <span class="mi">1</span>
+            <span class="n">cols</span><span class="p">[</span><span class="n">_ix</span><span class="p">:</span><span class="n">_ix</span><span class="p">]</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;action&quot;</span><span class="p">]</span>
+            <span class="n">cols</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">)</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="n">cols</span><span class="p">]</span>
+
+        <span class="n">comparison_values</span><span class="p">:</span> <span class="n">product</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span> <span class="o">|</span> <span class="n">product</span><span class="p">[</span>
+            <span class="nb">tuple</span><span class="p">[</span><span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]</span>
+        <span class="p">]</span> <span class="o">|</span> <span class="n">product</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="s2">&quot;month-year&quot;</span><span class="p">):</span>
+            <span class="n">years</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">components</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">actions</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">years</span><span class="p">,</span> <span class="n">components</span><span class="p">,</span> <span class="n">actions</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">month_year</span><span class="p">:</span>
+                <span class="n">months</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+                <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">years</span><span class="p">,</span> <span class="n">months</span><span class="p">,</span> <span class="n">components</span><span class="p">,</span> <span class="n">actions</span><span class="p">)</span>
+
+            <span class="k">for</span> <span class="n">_year</span><span class="p">,</span> <span class="o">*</span><span class="n">_month</span><span class="p">,</span> <span class="n">_component</span><span class="p">,</span> <span class="n">_action</span> <span class="ow">in</span> <span class="n">comparison_values</span><span class="p">:</span>
+                <span class="n">row_filter</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_year</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_component</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_action</span>
+                <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_year</span><span class="p">,</span> <span class="n">_component</span><span class="p">,</span> <span class="n">_action</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+                <span class="k">if</span> <span class="n">month_year</span><span class="p">:</span>
+                    <span class="n">_month</span> <span class="o">=</span> <span class="n">_month</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                    <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_month</span>
+                    <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_year</span><span class="p">,</span> <span class="n">_month</span><span class="p">,</span> <span class="n">_component</span><span class="p">,</span> <span class="n">_action</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+
+                <span class="k">if</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span> <span class="o">=</span> <span class="n">row</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">months</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">components</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">actions</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">months</span><span class="p">,</span> <span class="n">actions</span><span class="p">,</span> <span class="n">components</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">_month</span><span class="p">,</span> <span class="n">_action</span><span class="p">,</span> <span class="n">_component</span> <span class="ow">in</span> <span class="n">comparison_values</span><span class="p">:</span>
+                <span class="n">row_filter</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_month</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_component</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_action</span>
+                <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_month</span><span class="p">,</span> <span class="n">_component</span><span class="p">,</span> <span class="n">_action</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+                <span class="k">if</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span> <span class="o">=</span> <span class="n">row</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">components</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">actions</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span>
+            <span class="n">comparison_values</span> <span class="o">=</span> <span class="n">product</span><span class="p">(</span><span class="n">actions</span><span class="p">,</span> <span class="n">components</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">_action</span><span class="p">,</span> <span class="n">_component</span> <span class="ow">in</span> <span class="n">comparison_values</span><span class="p">:</span>
+                <span class="n">row_filter</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">component</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_component</span>
+                <span class="n">row_filter</span> <span class="o">&amp;=</span> <span class="n">costs</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">values</span> <span class="o">==</span> <span class="n">_action</span>
+                <span class="n">row</span> <span class="o">=</span> <span class="p">[</span><span class="n">_component</span><span class="p">,</span> <span class="n">_action</span><span class="p">]</span> <span class="o">+</span> <span class="n">zeros</span>
+                <span class="k">if</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">row_filter</span><span class="p">]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="k">continue</span>
+                <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span> <span class="o">=</span> <span class="n">row</span>
+        <span class="n">sort_cols</span> <span class="o">=</span> <span class="n">group_filter</span> <span class="o">+</span> <span class="n">cost_cols</span>
+        <span class="k">if</span> <span class="n">group_filter</span> <span class="o">!=</span> <span class="p">[]:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">sort_cols</span> <span class="o">!=</span> <span class="p">[]:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="n">sort_cols</span><span class="p">]</span>
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">costs</span> <span class="k">if</span> <span class="n">group_filter</span> <span class="o">==</span> <span class="p">[]</span> <span class="k">else</span> <span class="n">costs</span><span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="n">group_filter</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.port_fees">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.port_fees">[docs]</a>
+    <span class="k">def</span> <span class="nf">port_fees</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the port fees for the simulation at a project, annual, or monthly</span>
+<span class="sd">        level. This excludes any equipment or labor costs, which are included in:</span>
+<span class="sd">        ``equipment_costs``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot; or &quot;annual&quot;, &quot;monthly&quot;, &quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The broken out by time port fees with</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` not one of &quot;project&quot; or &quot;annual&quot;.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">column</span> <span class="o">=</span> <span class="s2">&quot;port_fees&quot;</span>
+        <span class="n">port_fee</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">action</span> <span class="o">==</span> <span class="s2">&quot;monthly lease fee&quot;</span><span class="p">,</span>
+            <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;equipment_cost&quot;</span><span class="p">],</span>
+        <span class="p">]</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;equipment_cost&quot;</span><span class="p">:</span> <span class="n">column</span><span class="p">})</span>
+
+        <span class="k">if</span> <span class="n">port_fee</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([[</span><span class="mi">0</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">])</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([</span><span class="n">port_fee</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">column</span><span class="p">]],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="n">column</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">port_fee</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="p">[</span><span class="n">column</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">port_fee</span><span class="p">[[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="p">[</span><span class="n">column</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="p">(</span>
+                <span class="n">port_fee</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">+</span> <span class="p">[</span><span class="n">column</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Metrics.project_fixed_costs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.project_fixed_costs">[docs]</a>
+    <span class="k">def</span> <span class="nf">project_fixed_costs</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">resolution</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the fixed costs of a project at the project and annual frequencies</span>
+<span class="sd">        at a given cost breakdown resolution.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot; or &quot;annual&quot;, &quot;monthly&quot;, &quot;.</span>
+<span class="sd">        resolution : st</span>
+<span class="sd">            One of &quot;low&quot;, &quot;medium&quot;, or &quot;high&quot;, where the values correspond to:</span>
+
+<span class="sd">            - low: ``FixedCosts.resolution[&quot;low&quot;]``, corresponding to itemized costs.</span>
+<span class="sd">            - medium: ``FixedCosts.resolution[&quot;medium&quot;]``, corresponding to the</span>
+<span class="sd">              overarching cost categories.</span>
+<span class="sd">            - high: ``FixedCosts.resolution[&quot;high&quot;]``, corresponding to a lump sum.</span>
+
+<span class="sd">            These values can also be seen through the ``FixedCosts.hierarchy``</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The project&#39;s fixed costs as a sum or annualized with high, medium, and low</span>
+<span class="sd">            resolution as desired.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` not one of &quot;project&quot; or &quot;annual&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``resolution`` must be one of &quot;low&quot;, &quot;medium&quot;, or &quot;high&quot;.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">resolution</span> <span class="o">=</span> <span class="n">resolution</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">resolution</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;low&quot;</span><span class="p">,</span> <span class="s2">&quot;medium&quot;</span><span class="p">,</span> <span class="s2">&quot;high&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s1">&#39;``resolution`` must be one of &quot;low&quot;, &quot;medium&quot;, or &quot;high&quot;.&#39;</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Get the appropriate values and convert to the currency base</span>
+        <span class="n">keys</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">fixed_costs</span><span class="o">.</span><span class="n">resolution</span><span class="p">[</span><span class="n">resolution</span><span class="p">]</span>
+        <span class="n">vals</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([[</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">fixed_costs</span><span class="p">,</span> <span class="n">key</span><span class="p">)</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">keys</span><span class="p">]])</span>
+            <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">project_capacity</span>
+            <span class="o">*</span> <span class="mi">1000</span>
+        <span class="p">)</span>
+
+        <span class="n">total</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">total</span> <span class="o">=</span> <span class="n">total</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;N&quot;</span><span class="p">})</span>
+        <span class="n">total</span><span class="o">.</span><span class="n">N</span> <span class="o">=</span> <span class="mf">1.0</span>
+
+        <span class="n">operation_hours</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">operations</span><span class="p">[[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">([</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">count</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">operation_hours</span> <span class="o">=</span> <span class="n">operation_hours</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;N&quot;</span><span class="p">})</span>
+
+        <span class="n">costs</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">total</span><span class="o">.</span><span class="n">values</span> <span class="o">*</span> <span class="n">vals</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">total</span><span class="o">.</span><span class="n">index</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">keys</span><span class="p">)</span>
+        <span class="n">costs</span> <span class="o">*=</span> <span class="n">operation_hours</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mf">8760.0</span>
+
+        <span class="n">adjusted_inflation</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span>
+            <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">inflation_rate</span> <span class="o">**</span> <span class="p">(</span><span class="n">i</span> <span class="o">//</span> <span class="mi">12</span><span class="p">)</span> <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])]</span>
+        <span class="p">)</span>
+        <span class="n">costs</span> <span class="o">*=</span> <span class="n">adjusted_inflation</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">costs</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">())</span><span class="o">.</span><span class="n">T</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">])</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">costs</span> <span class="o">=</span> <span class="n">costs</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;month&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">drop</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">])</span>
+
+        <span class="k">return</span> <span class="n">costs</span></div>
+
+
+<div class="viewcode-block" id="Metrics.opex">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.opex">[docs]</a>
+    <span class="k">def</span> <span class="nf">opex</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by_category</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the project&#39;s OpEx for the simulation at a project, annual, or</span>
+<span class="sd">        monthly level.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of project, annual, monthly, or month-year.</span>
+
+<span class="sd">        by_category : bool, optional</span>
+<span class="sd">            Indicates whether the values are with resepect to the various cost</span>
+<span class="sd">            categories (True) or not (False), by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The project&#39;s OpEx broken out at the desired time and category resolution.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Get the materials costs and remove the component-level breakdown</span>
+        <span class="n">materials</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">component_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="n">frequency</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="n">materials</span> <span class="o">=</span> <span class="n">materials</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="p">[</span><span class="s2">&quot;materials_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">materials</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">materials</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="p">[</span><span class="s2">&quot;materials_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">())</span><span class="o">.</span><span class="n">T</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+                <span class="n">group_col</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+            <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+                <span class="n">group_col</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+                <span class="n">group_col</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+            <span class="n">materials</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">materials</span><span class="p">[</span><span class="n">group_col</span> <span class="o">+</span> <span class="p">[</span><span class="s2">&quot;materials_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">group_col</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Port fees will produce an 1x1 dataframe if values aren&#39;t present, so recreate</span>
+        <span class="c1"># it with the appropriate dimension</span>
+        <span class="n">port_fees</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">port_fees</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="n">frequency</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">!=</span> <span class="s2">&quot;project&quot;</span> <span class="ow">and</span> <span class="n">port_fees</span><span class="o">.</span><span class="n">shape</span> <span class="o">==</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">1</span><span class="p">):</span>
+            <span class="n">port_fees</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;port_fees&quot;</span><span class="p">],</span> <span class="n">index</span><span class="o">=</span><span class="n">materials</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
+            <span class="n">port_fees</span> <span class="o">=</span> <span class="n">port_fees</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+        <span class="c1"># Create a list of data frames for the OpEx components</span>
+        <span class="n">opex_items</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="n">frequency</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;low&quot;</span><span class="p">),</span>
+            <span class="n">port_fees</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="n">frequency</span><span class="p">),</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">labor_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="n">frequency</span><span class="p">),</span>
+            <span class="n">materials</span><span class="p">,</span>
+        <span class="p">]</span>
+
+        <span class="c1"># Join the data frames and sum along the time axis and return</span>
+        <span class="n">column</span> <span class="o">=</span> <span class="s2">&quot;OpEx&quot;</span>
+        <span class="n">opex</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">(</span><span class="n">opex_items</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="n">opex</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="n">column</span><span class="p">]</span> <span class="o">=</span> <span class="n">opex</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">by_category</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">opex</span>
+        <span class="k">return</span> <span class="n">opex</span><span class="p">[[</span><span class="n">column</span><span class="p">]]</span></div>
+
+
+<div class="viewcode-block" id="Metrics.process_times">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.process_times">[docs]</a>
+    <span class="k">def</span> <span class="nf">process_times</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the time, in hours, to complete a repair/maintenance request, on</span>
+<span class="sd">        both a request to completion basis, and the actual time to complete the repair.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">         - category (index): repair/maintenance category</span>
+<span class="sd">         - time_to_completion: total number of hours from the time of request to the</span>
+<span class="sd">           time of completion</span>
+<span class="sd">         - process_time: total number of hours it took for the equipment to complete</span>
+<span class="sd">         - the request.</span>
+<span class="sd">         - downtime: total number of hours where the operations were below 100%.</span>
+<span class="sd">         - N: total number of processes in the category.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">events_valid</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">request_id</span> <span class="o">!=</span> <span class="s2">&quot;na&quot;</span><span class="p">]</span>
+
+        <span class="c1"># Summarize all the requests data</span>
+        <span class="n">request_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="p">[[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">request_df_min</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="p">[[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">min</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">request_df_max</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="p">[[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">max</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Summarize all the downtime-specific data for all requests</span>
+        <span class="n">downtime_df</span> <span class="o">=</span> <span class="n">events_valid</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">events_valid</span><span class="o">.</span><span class="n">system_operating_level</span> <span class="o">&lt;</span> <span class="mi">1</span><span class="p">][</span>
+            <span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]</span>
+        <span class="p">]</span>
+        <span class="n">downtime_df_min</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">downtime_df</span><span class="p">[[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">min</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">downtime_df_max</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">downtime_df</span><span class="p">[[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;duration&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">max</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+
+        <span class="n">reason_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="o">.</span><span class="n">drop_duplicates</span><span class="p">(</span><span class="n">subset</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">])[</span>
+                <span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;reason&quot;</span><span class="p">]</span>
+            <span class="p">]</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Summarize the time to first repair/maintenance activity</span>
+        <span class="n">submitted_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                <span class="n">events_valid</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="s2">&quot;repair request&quot;</span><span class="p">,</span> <span class="s2">&quot;maintenance request&quot;</span><span class="p">)),</span>
+                <span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">],</span>
+            <span class="p">]</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">action_df</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">events_valid</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                <span class="n">events_valid</span><span class="o">.</span><span class="n">action</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="s2">&quot;repair&quot;</span><span class="p">,</span> <span class="s2">&quot;maintenance&quot;</span><span class="p">)),</span>
+                <span class="p">[</span><span class="s2">&quot;request_id&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">],</span>
+            <span class="p">]</span>
+            <span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;request_id&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">min</span><span class="p">()</span>
+            <span class="o">.</span><span class="n">sort_index</span><span class="p">()</span>
+        <span class="p">)</span>
+        <span class="n">time_to_repair_df</span> <span class="o">=</span> <span class="n">action_df</span><span class="o">.</span><span class="n">subtract</span><span class="p">(</span><span class="n">submitted_df</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="s2">&quot;index&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Create the timing dataframe</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([],</span> <span class="n">index</span><span class="o">=</span><span class="n">request_df_min</span><span class="o">.</span><span class="n">index</span><span class="p">)</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">timing</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">reason_df</span><span class="p">[[</span><span class="s2">&quot;reason&quot;</span><span class="p">]])</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+            <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;category&quot;</span><span class="p">}</span>
+        <span class="p">)</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">timing</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+            <span class="n">request_df_min</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">request_df_max</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">]],</span> <span class="n">lsuffix</span><span class="o">=</span><span class="s2">&quot;_min&quot;</span><span class="p">,</span> <span class="n">rsuffix</span><span class="o">=</span><span class="s2">&quot;_max&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)[[</span><span class="s2">&quot;env_time_max&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time_max&quot;</span><span class="p">:</span> <span class="s2">&quot;time_to_completion&quot;</span><span class="p">})</span>
+        <span class="p">)</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">timing</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">request_df</span><span class="p">[[</span><span class="s2">&quot;duration&quot;</span><span class="p">]])</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span>
+            <span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;duration&quot;</span><span class="p">:</span> <span class="s2">&quot;process_time&quot;</span><span class="p">}</span>
+        <span class="p">)</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">timing</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+            <span class="n">downtime_df_min</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">downtime_df_max</span><span class="p">[[</span><span class="s2">&quot;env_time&quot;</span><span class="p">]],</span> <span class="n">lsuffix</span><span class="o">=</span><span class="s2">&quot;_min&quot;</span><span class="p">,</span> <span class="n">rsuffix</span><span class="o">=</span><span class="s2">&quot;_max&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)[[</span><span class="s2">&quot;env_time_max&quot;</span><span class="p">]]</span>
+            <span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time_max&quot;</span><span class="p">:</span> <span class="s2">&quot;downtime&quot;</span><span class="p">})</span>
+        <span class="p">)</span>
+        <span class="n">timing</span> <span class="o">=</span> <span class="n">timing</span><span class="o">.</span><span class="n">join</span><span class="p">(</span>
+            <span class="n">time_to_repair_df</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="s2">&quot;time_to_start&quot;</span><span class="p">})</span>
+        <span class="p">)</span>
+        <span class="n">timing</span><span class="p">[</span><span class="s2">&quot;N&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span>
+
+        <span class="c1"># Return only the categorically summed data</span>
+        <span class="k">return</span> <span class="n">timing</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;category&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sort_index</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Metrics.power_production">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.power_production">[docs]</a>
+    <span class="k">def</span> <span class="nf">power_production</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">by</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="n">units</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;gwh&quot;</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the power production for the simulation at a project, annual, or</span>
+<span class="sd">        monthly level that can be broken out by turbine.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        by : str</span>
+<span class="sd">            One of &quot;windfarm&quot; or &quot;turbine&quot;.</span>
+<span class="sd">        units : str</span>
+<span class="sd">            One of &quot;gwh&quot;, &quot;mwh&quot;, or &quot;kwh&quot;.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float | pd.DataFrame</span>
+<span class="sd">            Returns either a float for whole project-level costs or a pandas</span>
+<span class="sd">            ``DataFrame`` with columns:</span>
+
+<span class="sd">            - year (if appropriate for frequency)</span>
+<span class="sd">            - month (if appropriate for frequency)</span>
+<span class="sd">            - total_power_production</span>
+<span class="sd">            - &lt;turbine_id&gt;_power_production (if broken out)</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``frequency`` is not one of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or</span>
+<span class="sd">            &quot;month-year&quot;.</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If ``by_turbine`` is not one of ``True`` or ``False``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="n">by</span> <span class="o">=</span> <span class="n">by</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">by</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``by`` must be one of &quot;windfarm&quot; or &quot;turbine&quot;.&#39;</span><span class="p">)</span>
+        <span class="n">by_turbine</span> <span class="o">=</span> <span class="n">by</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span>
+
+        <span class="k">if</span> <span class="n">units</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;gwh&quot;</span><span class="p">,</span> <span class="s2">&quot;mwh&quot;</span><span class="p">,</span> <span class="s2">&quot;kwh&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s1">&#39;``units`` must be one of &quot;gwh&quot;, &quot;mwh&quot;, or &quot;kwh&quot;.&#39;</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">units</span> <span class="o">==</span> <span class="s2">&quot;gwh&quot;</span><span class="p">:</span>
+            <span class="n">divisor</span> <span class="o">=</span> <span class="mf">1e6</span>
+            <span class="n">label</span> <span class="o">=</span> <span class="s2">&quot;Project Energy Production (GWh)&quot;</span>
+        <span class="k">elif</span> <span class="n">units</span> <span class="o">==</span> <span class="s2">&quot;mwh&quot;</span><span class="p">:</span>
+            <span class="n">divisor</span> <span class="o">=</span> <span class="mf">1e3</span>
+            <span class="n">label</span> <span class="o">=</span> <span class="s2">&quot;Project Energy Production (MWh)&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">divisor</span> <span class="o">=</span> <span class="mi">1</span>
+            <span class="n">label</span> <span class="o">=</span> <span class="s2">&quot;Project Energy Production (kWh)&quot;</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;month-year&quot;</span><span class="p">:</span>
+            <span class="n">group_cols</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">]</span>
+
+        <span class="n">col_filter</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;windfarm&quot;</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">by_turbine</span><span class="p">:</span>
+            <span class="n">col_filter</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">production</span><span class="p">[</span><span class="n">col_filter</span><span class="p">]</span><span class="o">.</span><span class="n">sum</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+            <span class="n">production</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span>
+                    <span class="n">production</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">reshape</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="o">-</span><span class="mi">1</span><span class="p">),</span>
+                    <span class="n">columns</span><span class="o">=</span><span class="n">col_filter</span><span class="p">,</span>
+                    <span class="n">index</span><span class="o">=</span><span class="p">[</span><span class="n">label</span><span class="p">],</span>
+                <span class="p">)</span>
+                <span class="o">/</span> <span class="n">divisor</span>
+            <span class="p">)</span>
+            <span class="k">return</span> <span class="n">production</span>
+        <span class="k">return</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">production</span><span class="p">[</span><span class="n">group_cols</span> <span class="o">+</span> <span class="n">col_filter</span><span class="p">]</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="n">group_cols</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+            <span class="o">/</span> <span class="n">divisor</span>
+        <span class="p">)</span></div>
+
+
+    <span class="c1"># Windfarm Financials</span>
+
+<div class="viewcode-block" id="Metrics.npv">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.post_processor.Metrics.npv">[docs]</a>
+    <span class="k">def</span> <span class="nf">npv</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">frequency</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">discount_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.025</span><span class="p">,</span> <span class="n">offtake_price</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">80</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the net present value of the windfarm at a project, annual, or</span>
+<span class="sd">        monthly resolution given a base discount rate and offtake price.</span>
+
+<span class="sd">        .. note:: This function will be improved over time to incorporate more of the</span>
+<span class="sd">            financial parameter at play, such as PPAs.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        frequency : str</span>
+<span class="sd">            One of &quot;project&quot;, &quot;annual&quot;, &quot;monthly&quot;, or &quot;month-year&quot;.</span>
+<span class="sd">        discount_rate : float, optional</span>
+<span class="sd">            The rate of return that could be earned on alternative investments, by</span>
+<span class="sd">            default 0.025.</span>
+<span class="sd">        offtake_price : float, optional</span>
+<span class="sd">            Price of energy, per MWh, by default 80.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        pd.DataFrame</span>
+<span class="sd">            The project net prsent value at the desired time resolution.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">frequency</span> <span class="o">=</span> <span class="n">_check_frequency</span><span class="p">(</span><span class="n">frequency</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;all&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Gather the OpEx, and revenues</span>
+        <span class="n">expenditures</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;month-year&quot;</span><span class="p">)</span>
+        <span class="n">production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="s2">&quot;month-year&quot;</span><span class="p">)</span>
+        <span class="n">revenue</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">=</span> <span class="n">production</span> <span class="o">/</span> <span class="mi">1000</span> <span class="o">*</span> <span class="n">offtake_price</span>  <span class="c1"># MWh</span>
+
+        <span class="c1"># Instantiate the NPV with the required calculated data and compute the result</span>
+        <span class="n">npv</span> <span class="o">=</span> <span class="n">revenue</span><span class="o">.</span><span class="n">join</span><span class="p">(</span><span class="n">expenditures</span><span class="p">)</span><span class="o">.</span><span class="n">rename</span><span class="p">(</span><span class="n">columns</span><span class="o">=</span><span class="p">{</span><span class="s2">&quot;windfarm&quot;</span><span class="p">:</span> <span class="s2">&quot;revenue&quot;</span><span class="p">})</span>
+        <span class="n">N</span> <span class="o">=</span> <span class="n">npv</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">npv</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;discount&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">full</span><span class="p">(</span><span class="n">N</span><span class="p">,</span> <span class="mi">1</span> <span class="o">+</span> <span class="n">discount_rate</span><span class="p">)</span> <span class="o">**</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">N</span><span class="p">)</span>
+        <span class="n">npv</span><span class="o">.</span><span class="n">loc</span><span class="p">[:,</span> <span class="s2">&quot;NPV&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">npv</span><span class="o">.</span><span class="n">revenue</span><span class="o">.</span><span class="n">values</span> <span class="o">-</span> <span class="n">npv</span><span class="o">.</span><span class="n">OpEx</span><span class="o">.</span><span class="n">values</span><span class="p">)</span> <span class="o">/</span> <span class="n">npv</span><span class="o">.</span><span class="n">discount</span><span class="o">.</span><span class="n">values</span>
+
+        <span class="c1"># Aggregate the results to the required resolution</span>
+        <span class="k">if</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;project&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">npv</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">())</span><span class="o">.</span><span class="n">T</span><span class="p">[[</span><span class="s2">&quot;NPV&quot;</span><span class="p">]]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;annual&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">npv</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;year&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s2">&quot;NPV&quot;</span><span class="p">]]</span>
+        <span class="k">elif</span> <span class="n">frequency</span> <span class="o">==</span> <span class="s2">&quot;monthly&quot;</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">npv</span><span class="o">.</span><span class="n">reset_index</span><span class="p">()</span><span class="o">.</span><span class="n">groupby</span><span class="p">(</span><span class="s2">&quot;month&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">sum</span><span class="p">()[[</span><span class="s2">&quot;NPV&quot;</span><span class="p">]]</span>
+        <span class="k">return</span> <span class="n">npv</span><span class="p">[[</span><span class="s2">&quot;NPV&quot;</span><span class="p">]]</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
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+  <h1>Source code for wombat.core.repair_management</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Creates the necessary repair classes.&quot;&quot;&quot;</span>
+
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">chain</span>
+<span class="kn">from</span> <span class="nn">collections</span> <span class="kn">import</span> <span class="n">Counter</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Generator</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">from</span> <span class="nn">simpy.resources.store</span> <span class="kn">import</span> <span class="n">FilterStore</span><span class="p">,</span> <span class="n">FilterStoreGet</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Failure</span><span class="p">,</span>
+    <span class="n">Maintenance</span><span class="p">,</span>
+    <span class="n">StrategyMap</span><span class="p">,</span>
+    <span class="n">RepairRequest</span><span class="p">,</span>
+    <span class="n">WombatEnvironment</span><span class="p">,</span>
+    <span class="n">UnscheduledServiceEquipmentData</span><span class="p">,</span>
+<span class="p">)</span>
+
+
+<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Port</span><span class="p">,</span> <span class="n">ServiceEquipment</span>
+    <span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+    <span class="kn">from</span> <span class="nn">wombat.windfarm.system</span> <span class="kn">import</span> <span class="n">Cable</span><span class="p">,</span> <span class="n">System</span>
+
+
+<div class="viewcode-block" id="RepairManager">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager">[docs]</a>
+<span class="k">class</span> <span class="nc">RepairManager</span><span class="p">(</span><span class="n">FilterStore</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Provides a class to manage repair and maintenance tasks.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    FilterStore : simpy.resources.store.FilterStore</span>
+<span class="sd">        The ``simpy`` class on which RepairManager is based to manage the repair and</span>
+<span class="sd">        maintenance tasks.</span>
+<span class="sd">    env : wombat.core.WombatEnvironment</span>
+<span class="sd">        The simulation environment.</span>
+<span class="sd">    capacity : float</span>
+<span class="sd">        The maximum number of tasks that can be submitted to the manager, by default</span>
+<span class="sd">        ``np.inf``.</span>
+
+<span class="sd">    Attributes</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env : wombat.core.WombatEnvironment</span>
+<span class="sd">        The simulation environment.</span>
+<span class="sd">    windfarm: wombat.windfarm.Windfarm</span>
+<span class="sd">        The simulated windfarm. This is only used for getting the operational capacity.</span>
+<span class="sd">    _current_id : int</span>
+<span class="sd">        The logged and auto-incrememented integer base for the ID generated for each</span>
+<span class="sd">        submitted repair request.</span>
+<span class="sd">    downtime_based_equipment: StrategyMap</span>
+<span class="sd">        The mapping between downtime-based servicing equipment and their capabilities.</span>
+<span class="sd">    request_based_equipment: StrategyMap</span>
+<span class="sd">        The mapping between request-based servicing equipment and their capabilities.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span> <span class="n">capacity</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">env</span><span class="p">,</span> <span class="n">capacity</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_current_id</span> <span class="o">=</span> <span class="mi">0</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">downtime_based_equipment</span> <span class="o">=</span> <span class="n">StrategyMap</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span> <span class="o">=</span> <span class="n">StrategyMap</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">completed_requests</span> <span class="o">=</span> <span class="n">FilterStore</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">in_process_requests</span> <span class="o">=</span> <span class="n">FilterStore</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">set</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;pending&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span>
+            <span class="s2">&quot;processing&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span>
+            <span class="s2">&quot;completed&quot;</span><span class="p">:</span> <span class="nb">set</span><span class="p">(),</span>
+        <span class="p">}</span>
+
+<div class="viewcode-block" id="RepairManager._update_equipment_map">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._update_equipment_map">[docs]</a>
+    <span class="k">def</span> <span class="nf">_update_equipment_map</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">service_equipment</span><span class="p">:</span> <span class="n">ServiceEquipment</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Updates ``equipment_map`` with a provided servicing equipment object.&quot;&quot;&quot;</span>
+        <span class="n">capability</span> <span class="o">=</span> <span class="n">service_equipment</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span>
+        <span class="n">strategy</span> <span class="o">=</span> <span class="n">service_equipment</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">strategy</span>
+
+        <span class="k">if</span> <span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;downtime&quot;</span><span class="p">:</span>
+            <span class="n">mapping</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">downtime_based_equipment</span>
+        <span class="k">elif</span> <span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;requests&quot;</span><span class="p">:</span>
+            <span class="n">mapping</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># Shouldn&#39;t be possible to get here!</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;Invalid servicing equipment!&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span>
+                <span class="n">service_equipment</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">UnscheduledServiceEquipmentData</span>
+            <span class="p">)</span>
+        <span class="n">strategy_threshold</span> <span class="o">=</span> <span class="n">service_equipment</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">strategy_threshold</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">capability</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">capability</span><span class="p">:</span>
+                <span class="n">mapping</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">c</span><span class="p">,</span> <span class="n">strategy_threshold</span><span class="p">,</span> <span class="n">service_equipment</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._register_windfarm">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._register_windfarm">[docs]</a>
+    <span class="k">def</span> <span class="nf">_register_windfarm</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Adds the simulation windfarm to the class attributes.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">windfarm</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._register_equipment">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._register_equipment">[docs]</a>
+    <span class="k">def</span> <span class="nf">_register_equipment</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">service_equipment</span><span class="p">:</span> <span class="n">ServiceEquipment</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Adds the servicing equipment to the class attributes and adds it to the</span>
+<span class="sd">        capabilities mapping.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_update_equipment_map</span><span class="p">(</span><span class="n">service_equipment</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._register_port">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._register_port">[docs]</a>
+    <span class="k">def</span> <span class="nf">_register_port</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">port</span><span class="p">:</span> <span class="n">Port</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Registers the port with the repair manager, so that they can communicate as</span>
+<span class="sd">        needed.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        port : Port</span>
+<span class="sd">            The port where repairs will occur.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">port</span> <span class="o">=</span> <span class="n">port</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._create_request_id">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._create_request_id">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_request_id</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates a unique ``request_id`` to be logged in the ``request``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request object.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        str</span>
+<span class="sd">            An 11-digit identifier starting with &quot;MNT&quot; for maintenance tasks or &quot;RPR&quot;</span>
+<span class="sd">            for repairs.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            If the ``request.details`` property is not a ``Failure`` or ``Maintenance``</span>
+<span class="sd">            object,</span>
+<span class="sd">            then a ValueError will be raised.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="n">Failure</span><span class="p">):</span>
+            <span class="n">prefix</span> <span class="o">=</span> <span class="s2">&quot;RPR&quot;</span>
+        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">):</span>
+            <span class="n">prefix</span> <span class="o">=</span> <span class="s2">&quot;MNT&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="c1"># Note this is a safety, and shouldn&#39;t be able to be reached</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;A valid ``RepairRequest`` must be submitted&quot;</span><span class="p">)</span>
+
+        <span class="n">request_id</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">prefix</span><span class="si">}{</span><span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_current_id</span><span class="p">)</span><span class="o">.</span><span class="n">zfill</span><span class="p">(</span><span class="mi">8</span><span class="p">)</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_current_id</span> <span class="o">+=</span> <span class="mi">1</span>
+        <span class="k">return</span> <span class="n">request_id</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._is_request_processing">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._is_request_processing">[docs]</a>
+    <span class="k">def</span> <span class="nf">_is_request_processing</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">bool</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Checks if a repair is being performed, or has already been completed.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request that is about to be submitted to servicing equipment, but needs</span>
+<span class="sd">            to be double-checked against ongoing processes.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        bool</span>
+<span class="sd">            True if the request is ongoing or completed, False, if it&#39;s ok to processed</span>
+<span class="sd">            with the operation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">return</span> <span class="kc">False</span>
+
+        <span class="n">rid</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span>
+        <span class="n">processing</span> <span class="o">=</span> <span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="n">rid</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">])()</span>
+        <span class="n">completed</span> <span class="o">=</span> <span class="p">(</span><span class="k">lambda</span><span class="p">:</span> <span class="n">rid</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;completed&quot;</span><span class="p">])()</span>
+        <span class="k">return</span> <span class="n">processing</span> <span class="ow">or</span> <span class="n">completed</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._run_equipment_downtime">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._run_equipment_downtime">[docs]</a>
+    <span class="k">def</span> <span class="nf">_run_equipment_downtime</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span> <span class="o">|</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Run any equipment that has a pending request where the current windfarm</span>
+<span class="sd">        operating capacity is less than or equal to the servicing equipment&#39;s threshold.</span>
+
+<span class="sd">        TODO: This methodology needs to better resolve dispatching every equipment</span>
+<span class="sd">        relating to a request vs just the one(s) that are required. Basically, don&#39;t</span>
+<span class="sd">        dispatch every available HLV, but just one plus one of every other capability</span>
+<span class="sd">        category that has pending requests</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Add an initial check to help avoid simultaneous dispatching</span>
+        <span class="n">seconds_to_wait</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="o">.</span><span class="n">integers</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">high</span><span class="o">=</span><span class="mi">10</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mf">3600.0</span>
+        <span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">seconds_to_wait</span><span class="p">)</span>
+
+        <span class="c1"># Port-based servicing equipment should be handled by the port and does not</span>
+        <span class="c1"># have an operating reduction threshold to meet at this time</span>
+        <span class="k">if</span> <span class="s2">&quot;TOW&quot;</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing_queue</span> <span class="o">&amp;</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">high</span><span class="o">=</span><span class="mi">1</span><span class="p">))</span>
+                <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="p">:</span>
+                    <span class="k">return</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">invalidate_system</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">tow</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">run_tow_to_port</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Wait for the actual system or cable to be available</span>
+        <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="n">operating_capacity</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">current_availability_wo_servicing</span>
+        <span class="k">for</span> <span class="n">capability</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_map</span><span class="p">:</span>
+            <span class="n">equipment_mapping</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">downtime_based_equipment</span><span class="o">.</span><span class="n">get_mapping</span><span class="p">(</span><span class="n">capability</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">equipment</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">equipment_mapping</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">operating_capacity</span> <span class="o">&gt;</span> <span class="n">equipment</span><span class="o">.</span><span class="n">strategy_threshold</span><span class="p">:</span>
+                    <span class="k">continue</span>
+
+                <span class="c1"># Avoid simultaneous dispatches by waiting a random number of seconds</span>
+                <span class="n">seconds_to_wait</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="o">.</span><span class="n">integers</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">high</span><span class="o">=</span><span class="mi">30</span><span class="p">,</span> <span class="n">size</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span> <span class="o">/</span> <span class="mf">3600.0</span>
+                <span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">seconds_to_wait</span><span class="p">)</span>
+
+                <span class="n">equipment_obj</span> <span class="o">=</span> <span class="n">equipment</span><span class="o">.</span><span class="n">equipment</span>
+                <span class="k">if</span> <span class="n">equipment_obj</span><span class="o">.</span><span class="n">dispatched</span><span class="p">:</span>
+                    <span class="k">continue</span>
+
+                <span class="c1"># Equipment-based logic does not manage system availability, so</span>
+                <span class="c1"># ensure it&#39;s available prior to dispatching, and double check in</span>
+                <span class="c1"># case delays causing a timing collision</span>
+                <span class="k">if</span> <span class="n">equipment_obj</span><span class="o">.</span><span class="n">port_based</span><span class="p">:</span>
+                    <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+                        <span class="k">break</span>
+
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">run_unscheduled_in_situ</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                    <span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="n">equipment_obj</span><span class="o">.</span><span class="n">run_unscheduled_in_situ</span><span class="p">())</span>
+
+                    <span class="c1"># Move the dispatched capability to the end of list to ensure proper</span>
+                    <span class="c1"># cycling of available servicing equipment</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">downtime_based_equipment</span><span class="o">.</span><span class="n">move_equipment_to_end</span><span class="p">(</span><span class="n">capability</span><span class="p">,</span> <span class="n">i</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager._run_equipment_requests">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager._run_equipment_requests">[docs]</a>
+    <span class="k">def</span> <span class="nf">_run_equipment_requests</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span> <span class="o">|</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Run the first piece of equipment (if none are onsite) for each equipment</span>
+<span class="sd">        capability category where the number of requests is greater than or equal to the</span>
+<span class="sd">        equipment&#39;s threshold.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Add an initial check to help avoid simultaneous dispatching</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">high</span><span class="o">=</span><span class="mi">30</span><span class="p">))</span>
+
+        <span class="c1"># Port-based servicing equipment should be handled by the port and does not have</span>
+        <span class="c1"># a requests-based threshold to meet at this time</span>
+        <span class="k">if</span> <span class="s2">&quot;TOW&quot;</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing_queue</span> <span class="o">&amp;</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">high</span><span class="o">=</span><span class="mi">1</span><span class="p">))</span>
+                <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="p">:</span>
+                    <span class="k">return</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">invalidate_system</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">tow</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">run_tow_to_port</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Wait for the actual system or cable to be available</span>
+        <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="n">dispatched</span> <span class="o">=</span> <span class="kc">None</span>
+        <span class="k">for</span> <span class="n">capability</span><span class="p">,</span> <span class="n">n_requests</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_map</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="c1"># For a requests basis, the capability and submitted request must match</span>
+            <span class="k">if</span> <span class="n">capability</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+                <span class="k">continue</span>
+            <span class="n">equipment_mapping</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span><span class="o">.</span><span class="n">get_mapping</span><span class="p">(</span><span class="n">capability</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">equipment</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">equipment_mapping</span><span class="p">):</span>
+                <span class="k">if</span> <span class="n">n_requests</span> <span class="o">&lt;</span> <span class="n">equipment</span><span class="o">.</span><span class="n">strategy_threshold</span><span class="p">:</span>
+                    <span class="k">continue</span>
+
+                <span class="c1"># Avoid simultaneous dispatches by waiting a random number of seconds</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">high</span><span class="o">=</span><span class="mi">30</span><span class="p">))</span>
+
+                <span class="c1"># Run only the first piece of equipment in the mapping list, but ensure</span>
+                <span class="c1"># that it moves to the back of the line after being used</span>
+                <span class="n">equipment_obj</span> <span class="o">=</span> <span class="n">equipment</span><span class="o">.</span><span class="n">equipment</span>
+                <span class="k">if</span> <span class="n">equipment_obj</span><span class="o">.</span><span class="n">dispatched</span><span class="p">:</span>
+                    <span class="k">break</span>
+
+                <span class="c1"># Either run the repair logic from the port for port-based servicing</span>
+                <span class="c1"># equipment, so that it can self-mangge or dispatch the servicing</span>
+                <span class="c1"># equipment directly, when port is an implicitly modeled aspect</span>
+                <span class="k">if</span> <span class="n">equipment_obj</span><span class="o">.</span><span class="n">port_based</span><span class="p">:</span>
+                    <span class="c1"># Equipment-based logic does not manage system availability, so</span>
+                    <span class="c1"># ensure it&#39;s available prior to dispatching</span>
+                    <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+                        <span class="k">break</span>
+
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">run_unscheduled_in_situ</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+                    <span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="n">equipment_obj</span><span class="o">.</span><span class="n">run_unscheduled_in_situ</span><span class="p">())</span>
+
+                    <span class="c1"># Move the dispatched capability to the end of list to ensure proper</span>
+                    <span class="c1"># cycling of available servicing equipment</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span><span class="o">.</span><span class="n">move_equipment_to_end</span><span class="p">(</span><span class="n">capability</span><span class="p">,</span> <span class="n">i</span><span class="p">)</span>
+                <span class="n">dispatched</span> <span class="o">=</span> <span class="n">capability</span>
+                <span class="k">break</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="mi">1</span> <span class="o">/</span> <span class="mi">60</span><span class="p">)</span>  <span class="c1"># wait one minute for repair to register</span>
+
+        <span class="c1"># Double check the the number of reqeusts is still below the threshold following</span>
+        <span class="c1"># the dispatching of a piece of servicing equipment. This mostly pertains to</span>
+        <span class="c1"># highly frequent request with long repair times and low thresholds.</span>
+        <span class="k">if</span> <span class="p">(</span>
+            <span class="n">dispatched</span> <span class="ow">is</span> <span class="kc">None</span>
+            <span class="ow">or</span> <span class="n">equipment_obj</span><span class="o">.</span><span class="n">port_based</span>
+            <span class="ow">or</span> <span class="n">dispatched</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_map</span>
+        <span class="p">):</span>
+            <span class="k">return</span>
+        <span class="n">n_requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_map</span><span class="p">[</span><span class="n">dispatched</span><span class="p">]</span>
+        <span class="n">threshold_check</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">n_requests</span> <span class="o">&gt;=</span> <span class="n">eq</span><span class="o">.</span><span class="n">strategy_threshold</span>
+            <span class="k">for</span> <span class="n">eq</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span><span class="o">.</span><span class="n">get_mapping</span><span class="p">(</span><span class="n">dispatched</span><span class="p">)</span>
+        <span class="p">]</span>
+        <span class="k">if</span> <span class="nb">any</span><span class="p">(</span><span class="n">threshold_check</span><span class="p">):</span>
+            <span class="n">new_request_check</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">x</span>
+                <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+                <span class="k">if</span> <span class="n">dispatched</span> <span class="ow">in</span> <span class="n">x</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span>
+                <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_request_processing</span><span class="p">(</span><span class="n">x</span><span class="p">)</span>
+                <span class="ow">and</span> <span class="n">x</span> <span class="ow">is</span> <span class="ow">not</span> <span class="n">request</span>
+            <span class="p">]</span>
+            <span class="k">if</span> <span class="n">new_request_check</span><span class="p">:</span>
+                <span class="n">new_request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="o">==</span> <span class="n">new_request_check</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span><span class="o">.</span><span class="n">value</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_run_equipment_requests</span><span class="p">(</span><span class="n">new_request</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.register_request">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.register_request">[docs]</a>
+    <span class="k">def</span> <span class="nf">register_request</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">RepairRequest</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The method to submit requests to the repair mananger and adds a unique</span>
+<span class="sd">        identifier for logging.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request that needs to be tracked and logged.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        RepairRequest</span>
+<span class="sd">            The same request as passed into the method, but with a unique identifier</span>
+<span class="sd">            used for logging.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">request_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_create_request_id</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+        <span class="n">request</span><span class="o">.</span><span class="n">assign_id</span><span class="p">(</span><span class="n">request_id</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+        <span class="k">return</span> <span class="n">request</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.submit_request">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.submit_request">[docs]</a>
+    <span class="k">def</span> <span class="nf">submit_request</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The method to submit requests to the repair mananger and adds a unique</span>
+<span class="sd">        identifier for logging.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request that needs to be tracked and logged.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        RepairRequest</span>
+<span class="sd">            The same request as passed into the method, but with a unique identifier</span>
+<span class="sd">            used for logging.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">downtime_based_equipment</span><span class="o">.</span><span class="n">is_running</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_run_equipment_downtime</span><span class="p">(</span><span class="n">request</span><span class="p">))</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">request_based_equipment</span><span class="o">.</span><span class="n">is_running</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_run_equipment_requests</span><span class="p">(</span><span class="n">request</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.get_request_by_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.get_request_by_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_request_by_system</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">equipment_capability</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">FilterStoreGet</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets all repair requests for a certain turbine with given a sequence of</span>
+<span class="sd">        ``equipment_capability`` as long as it isn&#39;t registered as unable to be</span>
+<span class="sd">        serviced.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        equipment_capability : list[str]</span>
+<span class="sd">            The capability of the servicing equipment requesting repairs to process.</span>
+<span class="sd">        system_id : Optional[str], optional</span>
+<span class="sd">            ID of the turbine or OSS; should correspond to ``System.id``, by default</span>
+<span class="sd">            None. If None, then it will simply sort the list by ``System.id`` and return</span>
+<span class="sd">            the first repair requested.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Optional[FilterStoreGet]</span>
+<span class="sd">            The first repair request for the focal system or None, if self.items is</span>
+<span class="sd">            empty, or there is no matching system.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="k">if</span> <span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="n">equipment_capability</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">equipment_capability</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+
+        <span class="c1"># Filter the requests by system</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+        <span class="k">if</span> <span class="n">system_id</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span> <span class="k">if</span> <span class="n">el</span><span class="o">.</span><span class="n">system_id</span> <span class="o">==</span> <span class="n">system_id</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">requests</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Filter the requests by equipment capability and return the first valid request</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">equipment_capability</span><span class="p">,</span> <span class="nb">set</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_request_processing</span><span class="p">(</span><span class="n">request</span><span class="p">):</span>
+                <span class="k">continue</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="p">:</span>
+                <span class="k">continue</span>
+            <span class="k">if</span> <span class="n">equipment_capability</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">):</span>
+                <span class="c1"># If this is the first request for the system, make sure no other</span>
+                <span class="c1"># servicing equipment can access i</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                    <span class="p">[</span><span class="n">requests</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+                <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">requests</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+                <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">requests</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+
+        <span class="c1"># There were no matching equipment requirements to match the equipment</span>
+        <span class="c1"># attempting to retrieve its next request</span>
+        <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.get_request_by_severity">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.get_request_by_severity">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_request_by_severity</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">equipment_capability</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">set</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span>
+        <span class="n">severity_level</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">FilterStoreGet</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets the next repair request by ``severity_level``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        equipment_capability : list[str]</span>
+<span class="sd">            The capability of the equipment requesting possible repairs to make.</span>
+<span class="sd">        severity_level : int</span>
+<span class="sd">            Severity level of focus, default None.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Optional[FilterStoreGet]</span>
+<span class="sd">            Repair request meeting the required criteria.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="n">equipment_capability</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">equipment_capability</span><span class="p">)</span>
+
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+        <span class="k">if</span> <span class="n">severity_level</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="c1"># Capture only the desired severity level, if specified</span>
+            <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span> <span class="k">if</span> <span class="p">(</span><span class="n">el</span><span class="o">.</span><span class="n">severity_level</span> <span class="o">==</span> <span class="n">severity_level</span><span class="p">)</span>
+            <span class="p">]</span>
+            <span class="k">if</span> <span class="n">requests</span> <span class="o">==</span> <span class="p">[]:</span>
+                <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Re-order requests by severity (high to low) and the order they were submitted</span>
+        <span class="c1"># Need to ensure that the requests are in submission order in case any get put</span>
+        <span class="c1"># back</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="nb">sorted</span><span class="p">(</span><span class="n">requests</span><span class="p">,</span> <span class="n">key</span><span class="o">=</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span><span class="o">.</span><span class="n">severity_level</span><span class="p">,</span> <span class="n">reverse</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_request_processing</span><span class="p">(</span><span class="n">request</span><span class="p">):</span>
+                <span class="k">continue</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="p">:</span>
+                <span class="k">continue</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+                <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                    <span class="k">continue</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                    <span class="k">continue</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">equipment_capability</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">):</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                        <span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+                    <span class="p">)</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+                    <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>
+
+        <span class="c1"># Ensure None is returned if nothing is found in the loop just as a FilterGet</span>
+        <span class="c1"># would if allowed to oeprate without the above looping to identify multiple</span>
+        <span class="c1"># criteria and acting on the request before it&#39;s processed</span>
+        <span class="k">return</span> <span class="kc">None</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.invalidate_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.invalidate_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">invalidate_system</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">system</span><span class="p">:</span> <span class="n">System</span> <span class="o">|</span> <span class="n">Cable</span> <span class="o">|</span> <span class="nb">str</span><span class="p">,</span> <span class="n">tow</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Disables the ability for servicing equipment to service a specific system,</span>
+<span class="sd">        sets the turbine status to be in servicing, and interrupts all the processes</span>
+<span class="sd">        to turn off operations.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system : System | Cable | str</span>
+<span class="sd">            The system, cable, or ``str`` id of one to disable repairs.</span>
+<span class="sd">        tow : bool, optional</span>
+<span class="sd">            Set to True if this is for a tow-to-port request.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="k">if</span> <span class="s2">&quot;::&quot;</span> <span class="ow">in</span> <span class="n">system</span><span class="p">:</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">system</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">system</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span> <span class="ow">and</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+            <span class="n">system</span><span class="o">.</span><span class="n">servicing_queue</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2"> already being serviced&quot;</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="n">tow</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">)</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">)</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.interrupt_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.interrupt_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_system</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">system</span><span class="p">:</span> <span class="n">System</span> <span class="o">|</span> <span class="n">Cable</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Sets the turbine status to be in servicing, and interrupts all the processes</span>
+<span class="sd">        to turn off operations.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            The system to disable repairs.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span> <span class="ow">and</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="p">:</span>
+            <span class="n">system</span><span class="o">.</span><span class="n">servicing</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="n">system</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="si">}</span><span class="s2"> </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2"> already being serviced&quot;</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.register_repair">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.register_repair">[docs]</a>
+    <span class="k">def</span> <span class="nf">register_repair</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">repair</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Registers the repair as complete with the repair managiner.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        repair : RepairRequest</span>
+<span class="sd">            The repair that has been completed.</span>
+<span class="sd">        port : bool, optional</span>
+<span class="sd">            If True, indicates that a port handled the repair, otherwise that a managed</span>
+<span class="sd">            servicing equipment handled the repair, by default False.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator</span>
+<span class="sd">            The ``completed_requests.put()`` that registers completion.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">([</span><span class="n">repair</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;completed&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">repair</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">completed_requests</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">repair</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">in_process_requests</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">repair</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.enable_requests_for_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.enable_requests_for_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">enable_requests_for_system</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">system</span><span class="p">:</span> <span class="n">System</span> <span class="o">|</span> <span class="n">Cable</span><span class="p">,</span> <span class="n">tow</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Reenables service equipment operations on the provided system.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : System | Cable</span>
+<span class="sd">            The ``System`` or ``Cable`` that can be operated on again.</span>
+<span class="sd">        tow : bool, optional</span>
+<span class="sd">            Set to True if this is for a tow-to-port request.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="si">}</span><span class="s2"> Repairs were already completed&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; at </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+        <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">invalid_systems</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">))</span>
+        <span class="k">if</span> <span class="n">tow</span><span class="p">:</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">))</span>
+        <span class="n">system</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="n">system</span><span class="o">.</span><span class="n">servicing_queue</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="n">system</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.get_all_requests_for_system">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.get_all_requests_for_system">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_all_requests_for_system</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">agent</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">RepairRequest</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">|</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets all repair requests for a specific ``system_id``.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        agent : str</span>
+<span class="sd">            The name of the entity requesting all of a system&#39;s repair requests.</span>
+<span class="sd">        system_id : Optional[str], optional</span>
+<span class="sd">            ID of the turbine or OSS; should correspond to ``System.id``.</span>
+<span class="sd">            the first repair requested.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Optional[list[RepairRequest]]</span>
+<span class="sd">            All repair requests for a given system. If no matching requests are found,</span>
+<span class="sd">            or there aren&#39;t any items in the queue yet, then None is returned.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Filter the requests by system</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+        <span class="k">if</span> <span class="n">system_id</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span> <span class="k">if</span> <span class="n">el</span><span class="o">.</span><span class="n">system_id</span> <span class="o">==</span> <span class="n">system_id</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">requests</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="c1"># Loop the requests and pop them from the queue</span>
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+                <span class="n">part_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">,</span>
+                <span class="n">part_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">agent</span><span class="o">=</span><span class="n">agent</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="s2">&quot;requests being moved&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+                <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>  <span class="c1"># pylint: disable=W0640</span>
+
+        <span class="k">return</span> <span class="n">requests</span></div>
+
+
+<div class="viewcode-block" id="RepairManager.purge_subassembly_requests">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.repair_management.RepairManager.purge_subassembly_requests">[docs]</a>
+    <span class="k">def</span> <span class="nf">purge_subassembly_requests</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">subassembly_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">exclude</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">RepairRequest</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Yields all the requests for a system/subassembly combination. This is</span>
+<span class="sd">        intended to be used to remove erroneous requests after a subassembly has been</span>
+<span class="sd">        replaced.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            Either the ``System.id`` or ``Cable.id``.</span>
+<span class="sd">        subassembly_id : str</span>
+<span class="sd">            Either the ``Subassembly.id`` or the ``Cable.id`` repeated for cables.</span>
+<span class="sd">        exclude : list[str]</span>
+<span class="sd">            A list of ``request_id`` to exclude from the purge. This is a specific use</span>
+<span class="sd">            case for the combined cable system/subassembly, but can be to exclude</span>
+<span class="sd">            certain requests from the purge.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Optional[list[RepairRequest]]</span>
+<span class="sd">            All requests made to the repair manager for the provided system/subassembly</span>
+<span class="sd">            combination. Returns None if self.items is empty or the loop terminates</span>
+<span class="sd">            without finding what it is looking for.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="n">requests</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">request</span>
+            <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span>
+            <span class="k">if</span> <span class="p">(</span>
+                <span class="n">request</span><span class="o">.</span><span class="n">system_id</span> <span class="o">==</span> <span class="n">system_id</span>
+                <span class="ow">and</span> <span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span> <span class="o">==</span> <span class="n">subassembly_id</span>
+                <span class="ow">and</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">exclude</span>
+            <span class="p">)</span>
+        <span class="p">]</span>
+        <span class="k">if</span> <span class="n">requests</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="k">for</span> <span class="n">request</span> <span class="ow">in</span> <span class="n">requests</span><span class="p">:</span>
+            <span class="n">which</span> <span class="o">=</span> <span class="s2">&quot;repair&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="n">Failure</span><span class="p">)</span> <span class="k">else</span> <span class="s2">&quot;maintenance&quot;</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+                <span class="n">part_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">,</span>
+                <span class="n">part_name</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">subassembly_name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="nb">float</span><span class="p">(</span><span class="s2">&quot;nan&quot;</span><span class="p">),</span>
+                <span class="n">agent</span><span class="o">=</span><span class="s2">&quot;RepairManager&quot;</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2"> canceled&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;replacement required&quot;</span><span class="p">,</span>
+                <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="k">lambda</span> <span class="n">x</span><span class="p">:</span> <span class="n">x</span> <span class="ow">is</span> <span class="n">request</span><span class="p">)</span>  <span class="c1"># pylint: disable=W0640</span>
+        <span class="n">sid</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span>
+
+        <span class="c1"># Ensure that if it was reset, and a tow was waiting, that it gets cleared</span>
+        <span class="k">if</span> <span class="n">sid</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">sid</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_in_tow</span><span class="p">:</span>
+                <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">systems_waiting_for_tow</span><span class="o">.</span><span class="n">index</span><span class="p">(</span><span class="n">sid</span><span class="p">)</span>
+                <span class="p">)</span>
+
+        <span class="k">return</span> <span class="n">requests</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">request_map</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">int</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates an updated mapping between the servicing equipment capabilities and</span>
+<span class="sd">        the number of requests that fall into each capability category (nonzero values</span>
+<span class="sd">        only).</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">requests</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span>
+            <span class="n">Counter</span><span class="p">(</span>
+                <span class="n">chain</span><span class="o">.</span><span class="n">from_iterable</span><span class="p">(</span><span class="n">r</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">service_equipment</span> <span class="k">for</span> <span class="n">r</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">items</span><span class="p">)</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">requests</span></div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
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diff --git a/_modules/wombat/core/service_equipment.html b/_modules/wombat/core/service_equipment.html
new file mode 100644
index 00000000..4316a914
--- /dev/null
+++ b/_modules/wombat/core/service_equipment.html
@@ -0,0 +1,2461 @@
+
+<!DOCTYPE html>
+
+
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+
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+  
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+                  
+  <h1>Source code for wombat.core.service_equipment</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;The servicing equipment module provides a small number of utility functions specific</span>
+<span class="sd">to the operations of servicing equipment and the `ServiceEquipment` class that provides</span>
+<span class="sd">the repair and transportation logic for scheduled, unscheduled, and unscheduled towing</span>
+<span class="sd">servicing equipment.</span>
+<span class="sd">&quot;&quot;&quot;</span>
+<span class="c1"># TODO: NEED A SPECIFIC STARTUP METHOD</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">deepcopy</span>
+<span class="kn">from</span> <span class="nn">math</span> <span class="kn">import</span> <span class="n">ceil</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Any</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">datetime</span> <span class="kn">import</span> <span class="n">timedelta</span>
+<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">zip_longest</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Generator</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">polars</span> <span class="k">as</span> <span class="nn">pl</span>
+<span class="kn">from</span> <span class="nn">simpy.events</span> <span class="kn">import</span> <span class="n">Event</span><span class="p">,</span> <span class="n">Process</span><span class="p">,</span> <span class="n">Timeout</span>
+<span class="kn">from</span> <span class="nn">pandas.core.indexes.datetimes</span> <span class="kn">import</span> <span class="n">DatetimeIndex</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Maintenance</span><span class="p">,</span>
+    <span class="n">RepairManager</span><span class="p">,</span>
+    <span class="n">RepairRequest</span><span class="p">,</span>
+    <span class="n">WombatEnvironment</span><span class="p">,</span>
+    <span class="n">ServiceEquipmentData</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities</span> <span class="kn">import</span> <span class="n">HOURS_IN_DAY</span><span class="p">,</span> <span class="n">cache</span><span class="p">,</span> <span class="n">hours_until_future_hour</span>
+<span class="kn">from</span> <span class="nn">wombat.core.mixins</span> <span class="kn">import</span> <span class="n">RepairsMixin</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm.system</span> <span class="kn">import</span> <span class="n">System</span>
+<span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">UNSCHEDULED_STRATEGIES</span><span class="p">,</span>
+    <span class="n">ScheduledServiceEquipmentData</span><span class="p">,</span>
+    <span class="n">UnscheduledServiceEquipmentData</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm.system.cable</span> <span class="kn">import</span> <span class="n">Cable</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm.system.subassembly</span> <span class="kn">import</span> <span class="n">Subassembly</span>
+
+
+<span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Port</span>
+
+
+<div class="viewcode-block" id="consecutive_groups">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.consecutive_groups">[docs]</a>
+<span class="k">def</span> <span class="nf">consecutive_groups</span><span class="p">(</span><span class="n">data</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">step_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">list</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">]:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Generates the subgroups of an array where the difference between two sequential</span>
+<span class="sd">    elements is equal to the ``step_size``. The intent is to find the length of delays</span>
+<span class="sd">    in a weather forecast.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    data : np.ndarray</span>
+<span class="sd">        An array of integers.</span>
+<span class="sd">    step_size : int, optional</span>
+<span class="sd">        The step size to be considered a consecutive number, by default 1.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    list[np.ndarray]</span>
+<span class="sd">        A list of arrays of the consecutive elements of ``data``.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># Consecutive groups in delay</span>
+    <span class="n">groups</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">diff</span><span class="p">(</span><span class="n">data</span><span class="p">)</span> <span class="o">!=</span> <span class="n">step_size</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">groups</span></div>
+
+
+
+<div class="viewcode-block" id="calculate_delay_from_forecast">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.calculate_delay_from_forecast">[docs]</a>
+<span class="k">def</span> <span class="nf">calculate_delay_from_forecast</span><span class="p">(</span>
+    <span class="n">forecast</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="n">hours_required</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="nb">int</span><span class="p">]:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Calculates the delay from the binary weather forecast for if that hour is all</span>
+<span class="sd">    clear for operations.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    forecast : np.ndarray</span>
+<span class="sd">        Truth array to indicate if that hour satisfies the weather limit requirements.</span>
+<span class="sd">    hours_required : np.ndarray</span>
+<span class="sd">        The minimum clear weather window required, in hours.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    tuple[bool, int]</span>
+<span class="sd">        Indicator if a window is found (``True``) or not (``False``), and the number</span>
+<span class="sd">        of hours the event needs to be delayed in order to start.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">safe_operating_windows</span> <span class="o">=</span> <span class="n">consecutive_groups</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">forecast</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">window_lengths</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">window</span><span class="o">.</span><span class="n">size</span> <span class="k">for</span> <span class="n">window</span> <span class="ow">in</span> <span class="n">safe_operating_windows</span><span class="p">])</span>
+    <span class="n">clear_windows</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">window_lengths</span> <span class="o">&gt;=</span> <span class="n">hours_required</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="k">if</span> <span class="n">clear_windows</span><span class="o">.</span><span class="n">size</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+        <span class="k">return</span> <span class="kc">False</span><span class="p">,</span> <span class="n">forecast</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="k">return</span> <span class="kc">True</span><span class="p">,</span> <span class="n">safe_operating_windows</span><span class="p">[</span><span class="n">clear_windows</span><span class="p">[</span><span class="mi">0</span><span class="p">]][</span><span class="mi">0</span><span class="p">]</span></div>
+
+
+
+<div class="viewcode-block" id="validate_end_points">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.validate_end_points">[docs]</a>
+<span class="k">def</span> <span class="nf">validate_end_points</span><span class="p">(</span><span class="n">start</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">no_intrasite</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Checks the starting and ending locations for traveling and towing.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    start : str</span>
+<span class="sd">        The starting location; should be on of: &quot;site&quot;, &quot;system&quot;, or &quot;port&quot;.</span>
+<span class="sd">    end : str</span>
+<span class="sd">        The ending location; should be on of: &quot;site&quot;, &quot;system&quot;, or &quot;port&quot;.</span>
+<span class="sd">    no_intrasite : bool</span>
+<span class="sd">        A flag to disable intrasite travel, so that ``start`` and ``end`` cannot</span>
+<span class="sd">        both be &quot;system&quot;, by default False.</span>
+
+<span class="sd">    Raises</span>
+<span class="sd">    ------</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if the starting location is invalid.</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if the ending location is invalid</span>
+<span class="sd">    ValueError</span>
+<span class="sd">        Raised if &quot;system&quot; is provided to both ``start`` and ``end``, but</span>
+<span class="sd">        ``no_intrasite`` is set to ``True``.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">start</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;system&quot;</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+            <span class="s2">&quot;``start`` location must be one of &#39;port&#39;, &#39;site&#39;, or &#39;system&#39;!&quot;</span>
+        <span class="p">)</span>
+    <span class="k">if</span> <span class="n">end</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;system&quot;</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;``end`` location must be one of &#39;port&#39;, &#39;site&#39;, or &#39;system&#39;!&quot;</span><span class="p">)</span>
+    <span class="k">if</span> <span class="n">no_intrasite</span> <span class="ow">and</span> <span class="p">(</span><span class="n">start</span> <span class="o">==</span> <span class="n">end</span> <span class="o">==</span> <span class="s2">&quot;system&quot;</span><span class="p">):</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;No travel within the site is allowed for this process&quot;</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="reset_system_operations">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.reset_system_operations">[docs]</a>
+<span class="k">def</span> <span class="nf">reset_system_operations</span><span class="p">(</span><span class="n">system</span><span class="p">:</span> <span class="n">System</span><span class="p">,</span> <span class="n">subassembly_resets</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Completely resets the failure and maintenance events for a given system</span>
+<span class="sd">    and its subassemblies, and puts each ``Subassembly.operating_level`` back to 100%.</span>
+
+<span class="sd">    .. note:: This is only intended to be used in conjunction with a tow-to-port</span>
+<span class="sd">        repair where a turbine will be completely serviced.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    system : System</span>
+<span class="sd">        The turbine to be reset.</span>
+<span class="sd">    subassembly_resets : list[str]</span>
+<span class="sd">        The `subassembly_id`s to reset to good as new, if not assuming all</span>
+<span class="sd">        subassemblies.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">for</span> <span class="n">subassembly</span> <span class="ow">in</span> <span class="n">system</span><span class="o">.</span><span class="n">subassemblies</span><span class="p">:</span>
+        <span class="k">if</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">name</span> <span class="ow">in</span> <span class="n">subassembly_resets</span><span class="p">:</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="mf">1.0</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">recreate_processes</span><span class="p">()</span></div>
+
+
+
+<div class="viewcode-block" id="ServiceEquipment">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment">[docs]</a>
+<span class="k">class</span> <span class="nc">ServiceEquipment</span><span class="p">(</span><span class="n">RepairsMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Provides a servicing equipment object that can handle various maintenance and</span>
+<span class="sd">    repair tasks.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env : WombatEnvironment</span>
+<span class="sd">        The simulation environment.</span>
+<span class="sd">    windfarm : Windfarm</span>
+<span class="sd">        The ``Windfarm`` object.</span>
+<span class="sd">    repair_manager : RepairManager</span>
+<span class="sd">        The ``RepairManager`` object.</span>
+<span class="sd">    equipment_data_file : str</span>
+<span class="sd">        The equipment settings file name with extension.</span>
+
+<span class="sd">    Attributes</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env : WombatEnvironment</span>
+<span class="sd">        The simulation environment instance.</span>
+<span class="sd">    windfarm : Windfarm</span>
+<span class="sd">        The simulation windfarm instance.</span>
+<span class="sd">    manager : RepairManager</span>
+<span class="sd">        The simulation repair manager instance.</span>
+<span class="sd">    settings : ScheduledServiceEquipmentData | UnscheduledServiceEquipmentData</span>
+<span class="sd">        The servicing equipment&#39;s configuration settings, as provided by the user.</span>
+<span class="sd">    onsite : bool</span>
+<span class="sd">        Indicates if the servicing equipment is at the site (``True``), or not</span>
+<span class="sd">        (``False``).</span>
+<span class="sd">    enroute : bool</span>
+<span class="sd">        Indicates if the servicing equipment is on its way to the site (``True``),</span>
+<span class="sd">        or not (``False``).</span>
+<span class="sd">    at_port : bool</span>
+<span class="sd">        Indicates if the servicing equipment is at the port, or similar location for</span>
+<span class="sd">        land-based, (``True``), or not (``False``).</span>
+<span class="sd">    at_system : bool</span>
+<span class="sd">        Indications if the servicing equipment is at a cable, substation, or turbine</span>
+<span class="sd">        while on the site (``True``), or not (``False``).</span>
+<span class="sd">    current_system : str | None</span>
+<span class="sd">        Either the ``System.id`` if ``at_system``, or ``None`` if not.</span>
+<span class="sd">    transferring_crew : bool</span>
+<span class="sd">        Indications if the servicing equipment is at a cable, substation, or turbine</span>
+<span class="sd">        and transferring the crew to or from that system (``True``), or not</span>
+<span class="sd">        (``False``).</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span><span class="p">,</span>
+        <span class="n">repair_manager</span><span class="p">:</span> <span class="n">RepairManager</span><span class="p">,</span>
+        <span class="n">equipment_data_file</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span> <span class="o">|</span> <span class="nb">dict</span><span class="p">,</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initializes the ``ServiceEquipment`` class.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        env : WombatEnvironment</span>
+<span class="sd">            The simulation environment.</span>
+<span class="sd">        windfarm : Windfarm</span>
+<span class="sd">            The ``Windfarm`` object.</span>
+<span class="sd">        repair_manager : RepairManager</span>
+<span class="sd">            The ``RepairManager`` object.</span>
+<span class="sd">        equipment_data_file : str</span>
+<span class="sd">            The equipment settings file name with extension.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">windfarm</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span> <span class="o">=</span> <span class="n">repair_manager</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span> <span class="o">=</span> <span class="kc">False</span>  <span class="c1"># True: mobilized to the site, but not necessarily at_site</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_site</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_system</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">transferring_crew</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">current_system</span> <span class="o">=</span> <span class="kc">None</span>  <span class="c1"># type: str | None</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">port_based</span> <span class="o">=</span> <span class="kc">False</span>  <span class="c1"># Changed to False if port is registered</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">:</span> <span class="n">ScheduledServiceEquipmentData</span> <span class="o">|</span> <span class="n">UnscheduledServiceEquipmentData</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">equipment_data_file</span><span class="p">,</span> <span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">Path</span><span class="p">)):</span>
+            <span class="n">data</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;vessels&quot;</span><span class="p">,</span> <span class="n">equipment_data_file</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">data</span> <span class="o">=</span> <span class="n">equipment_data_file</span>
+
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;start_year&quot;</span><span class="p">]</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;start_year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span>
+            <span class="k">if</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;end_year&quot;</span><span class="p">]</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;end_year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="c1"># Ignores for unscheduled maintenace equipment that won&#39;t have this input</span>
+            <span class="k">pass</span>
+
+        <span class="c1"># NOTE: mypy is not caught up with attrs yet :(</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span> <span class="o">=</span> <span class="n">ServiceEquipmentData</span><span class="p">(</span><span class="n">data</span><span class="p">)</span><span class="o">.</span><span class="n">determine_type</span><span class="p">()</span>  <span class="c1"># type: ignore</span>
+
+        <span class="c1"># Register servicing equipment with the repair manager if it is using an</span>
+        <span class="c1"># unscheduled maintenance scenario, so it can be dispatched as needed</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">strategy</span> <span class="ow">in</span> <span class="n">UNSCHEDULED_STRATEGIES</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">_register_equipment</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+
+        <span class="c1"># Only run the equipment if it is on a scheduled basis, otherwise wait</span>
+        <span class="c1"># for it to be dispatched</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">strategy</span> <span class="o">==</span> <span class="s2">&quot;scheduled&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_scheduled_in_situ</span><span class="p">())</span>
+
+        <span class="c1"># Create partial functions for the labor and equipment costs for clarity</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">initialize_cost_calculators</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;equipment&quot;</span><span class="p">)</span>
+
+<div class="viewcode-block" id="ServiceEquipment.finish_setup_with_environment_variables">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables">[docs]</a>
+    <span class="k">def</span> <span class="nf">finish_setup_with_environment_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;A post-initialization step that will override unset parameters with those</span>
+<span class="sd">        from the the environemt that may have already been set.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_check_working_hours</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;env&quot;</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">_set_port_distance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">port_distance</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_non_operational_dates</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">non_operational_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">non_operational_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_reduced_speed_parameters</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._register_port">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._register_port">[docs]</a>
+    <span class="k">def</span> <span class="nf">_register_port</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">port</span><span class="p">:</span> <span class="n">Port</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Method for a tugboat at attach the port for two-way communications. This also</span>
+<span class="sd">        sets the vessel to be at the port, and updates the port_distance.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        port : Port</span>
+<span class="sd">            The port where the tugboat is based.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">port</span> <span class="o">=</span> <span class="n">port</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">port_based</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">_set_port_distance</span><span class="p">(</span><span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">site_distance</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_check_working_hours</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">)</span>
+
+        <span class="c1"># Set the non-operational start/end dates if needed</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_non_operational_dates</span><span class="p">(</span>
+            <span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_operational_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_operational_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Set the reduced speed start/end dates if needed</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">set_reduced_speed_parameters</span><span class="p">(</span>
+            <span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed_start</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed_end</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+            <span class="n">port</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._set_location">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._set_location">[docs]</a>
+    <span class="k">def</span> <span class="nf">_set_location</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">set_current</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Keeps track of the servicing equipment by setting the location at either:</span>
+<span class="sd">        site, port, or a specific system.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        end : str</span>
+<span class="sd">            The ending location; one of &quot;site&quot;, or &quot;port&quot;</span>
+<span class="sd">        set_current : str</span>
+<span class="sd">            The ``System.id`` for the new current location, if one is to be set.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">end</span> <span class="o">==</span> <span class="s2">&quot;port&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">at_site</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">False</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">at_site</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_system</span> <span class="o">=</span> <span class="kc">True</span> <span class="k">if</span> <span class="n">set_current</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">current_system</span> <span class="o">=</span> <span class="n">set_current</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._weather_forecast">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._weather_forecast">[docs]</a>
+    <span class="k">def</span> <span class="nf">_weather_forecast</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span> <span class="n">which</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span> <span class="n">pl</span><span class="o">.</span><span class="n">Series</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Retrieves the weather forecast from the simulation environment, and</span>
+<span class="sd">        translates it to a boolean for satisfactory (True) and unsatisfactory (False)</span>
+<span class="sd">        weather conditions.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hours : int | float</span>
+<span class="sd">            The number of hours of weather data that should be retrieved.</span>
+<span class="sd">        which : str</span>
+<span class="sd">            One of &quot;repair&quot; or &quot;transport&quot; to indicate which weather limits to be using.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[pl.Series, pl.Series, pl.Series]</span>
+<span class="sd">            The datetime Series, the hour of day Series, and the boolean Series of</span>
+<span class="sd">            where the weather conditions are within safe operating limits for the</span>
+<span class="sd">            servicing equipment (True) or not (False).</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;repair&quot;</span><span class="p">:</span>
+            <span class="n">max_wind</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">max_windspeed_repair</span>
+            <span class="n">max_wave</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">max_waveheight_repair</span>
+        <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;transport&quot;</span><span class="p">:</span>
+            <span class="n">max_wind</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">max_windspeed_transport</span>
+            <span class="n">max_wave</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">max_waveheight_transport</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;`which` must be one of `repair` or `transport`.&quot;</span><span class="p">)</span>
+        <span class="n">dt</span><span class="p">,</span> <span class="n">hour</span><span class="p">,</span> <span class="n">wind</span><span class="p">,</span> <span class="n">wave</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">weather_forecast</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">all_clear</span> <span class="o">=</span> <span class="p">(</span><span class="n">wind</span> <span class="o">&lt;=</span> <span class="n">max_wind</span><span class="p">)</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">wave</span> <span class="o">&lt;=</span> <span class="n">max_wave</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">dt</span><span class="p">,</span> <span class="n">hour</span><span class="p">,</span> <span class="n">all_clear</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.get_speed">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.get_speed">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_speed</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">tow</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Determines the appropriate speed that the servicing equipment should be</span>
+<span class="sd">        traveling at for towing or traveling, and if the timeframe is during a reduced</span>
+<span class="sd">        speed scenario.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        tow : bool, optional</span>
+<span class="sd">            True indicates the servicing equipment should be using the towing speed,</span>
+<span class="sd">            and if False, then the traveling speed should be used, by default False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            The maximum speed the servicing equipment should be traveling/towing at.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="s2">&quot;reduced_speed_dates_set&quot;</span><span class="p">)</span>
+            <span class="k">assert</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="s2">&quot;tow_speed&quot;</span><span class="p">)</span>
+        <span class="n">speed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">tow_speed</span> <span class="k">if</span> <span class="n">tow</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">speed</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">date</span><span class="p">()</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed_dates_set</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">speed</span> <span class="o">&gt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">:</span>
+                <span class="n">speed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reduced_speed</span>
+        <span class="k">return</span> <span class="n">speed</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.get_next_request">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.get_next_request">[docs]</a>
+    <span class="k">def</span> <span class="nf">get_next_request</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Gets the next request by the rig&#39;s method for processing repairs.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        simpy.resources.store.FilterStoreGet</span>
+<span class="sd">            The next ``RepairRequest`` to be processed.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Wait between 2 and 10 seconds to ensure a tow-to-port repair is always first</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">method</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span><span class="p">:</span>
+            <span class="n">request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">get_request_by_system</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span><span class="p">)</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">method</span> <span class="o">==</span> <span class="s2">&quot;severity&quot;</span><span class="p">:</span>
+            <span class="n">request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">get_request_by_severity</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">capability</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">request</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="n">request</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">request</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">value</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">invalidate_system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+            <span class="k">yield</span> <span class="n">request</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.enable_string_operations">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.enable_string_operations">[docs]</a>
+    <span class="k">def</span> <span class="nf">enable_string_operations</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cable</span><span class="p">:</span> <span class="n">Cable</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Traverses the upstream cable and turbine connections and resets the</span>
+<span class="sd">        ``System.cable_failure`` and ``Cable.downstream_failure`` until it hits</span>
+<span class="sd">        another cable failure, then the loop exits.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        subassembly : Cable</span>
+<span class="sd">            The `Cable` or `System`</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">farm</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">windfarm</span>
+        <span class="k">if</span> <span class="n">cable</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">==</span> <span class="s2">&quot;array&quot;</span><span class="p">:</span>
+            <span class="c1"># If there is another failure downstream of the repaired cable, do nothing</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">cable</span><span class="o">.</span><span class="n">downstream_failure</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                <span class="k">return</span>
+
+            <span class="c1"># For each upstream turbine and cable, reset their operations</span>
+            <span class="n">nodes</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">cable</span><span class="o">.</span><span class="n">upstream_nodes</span><span class="p">)</span>
+            <span class="n">cables</span> <span class="o">=</span> <span class="n">cable</span><span class="o">.</span><span class="n">upstream_cables</span>
+            <span class="n">tid</span> <span class="o">=</span> <span class="n">nodes</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+            <span class="n">turbine</span> <span class="o">=</span> <span class="n">farm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">tid</span><span class="p">)</span>
+            <span class="n">turbine</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+            <span class="k">for</span> <span class="n">tid</span><span class="p">,</span> <span class="n">cid</span> <span class="ow">in</span> <span class="n">zip_longest</span><span class="p">(</span><span class="n">nodes</span><span class="p">,</span> <span class="n">cables</span><span class="p">,</span> <span class="n">fillvalue</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>  <span class="c1"># type: ignore</span>
+                <span class="k">if</span> <span class="n">cid</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+                    <span class="n">cable</span> <span class="o">=</span> <span class="n">farm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">cid</span><span class="p">)</span>
+                    <span class="n">cable</span><span class="o">.</span><span class="n">downstream_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+                    <span class="k">if</span> <span class="ow">not</span> <span class="n">cable</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                        <span class="k">break</span>
+                <span class="k">if</span> <span class="n">tid</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>  <span class="c1"># only None for last cable on string</span>
+                    <span class="n">turbine</span> <span class="o">=</span> <span class="n">farm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">tid</span><span class="p">)</span>
+                    <span class="n">turbine</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+
+        <span class="k">if</span> <span class="n">cable</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">==</span> <span class="s2">&quot;export&quot;</span><span class="p">:</span>
+            <span class="c1"># Reset the substation&#39;s cable failure</span>
+            <span class="n">farm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">cable</span><span class="o">.</span><span class="n">end_node</span><span class="p">)</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+
+            <span class="c1"># For each string connected to the substation reset all the turbines and</span>
+            <span class="c1"># cables until another cable failure is encoountered, then move to the next</span>
+            <span class="c1"># string</span>
+            <span class="k">for</span> <span class="n">t_list</span><span class="p">,</span> <span class="n">c_list</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">cable</span><span class="o">.</span><span class="n">upstream_nodes</span><span class="p">,</span> <span class="n">cable</span><span class="o">.</span><span class="n">upstream_cables</span><span class="p">):</span>
+                <span class="k">for</span> <span class="n">t</span><span class="p">,</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">zip_longest</span><span class="p">(</span><span class="n">t_list</span><span class="p">,</span> <span class="n">c_list</span><span class="p">,</span> <span class="n">fillvalue</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+                    <span class="k">if</span> <span class="n">c</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+                        <span class="n">cable</span> <span class="o">=</span> <span class="n">farm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">c</span><span class="p">)</span>
+                        <span class="k">if</span> <span class="ow">not</span> <span class="n">cable</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                            <span class="k">break</span>
+                        <span class="n">cable</span><span class="o">.</span><span class="n">downstream_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+                    <span class="n">farm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.register_repair_with_subassembly">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly">[docs]</a>
+    <span class="k">def</span> <span class="nf">register_repair_with_subassembly</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">subassembly</span><span class="p">:</span> <span class="n">Subassembly</span> <span class="o">|</span> <span class="n">Cable</span><span class="p">,</span>
+        <span class="n">repair</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span>
+        <span class="n">starting_operating_level</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Goes into the repaired subassembly, component, or cable and returns its</span>
+<span class="sd">        ``operating_level`` back to good as new for the specific repair. For fatal cable</span>
+<span class="sd">        failures, all upstream turbines are turned back on unless there is another fatal</span>
+<span class="sd">        cable failure preventing any more from operating.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        subassembly : Subassembly | Cable</span>
+<span class="sd">            The subassembly or cable that was repaired.</span>
+<span class="sd">        repair : RepairRequest</span>
+<span class="sd">            The request for repair that was submitted.</span>
+<span class="sd">        starting_operating_level : float</span>
+<span class="sd">            The operating level before a repair was started.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">operation_reduction</span> <span class="o">=</span> <span class="n">repair</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">operation_reduction</span>
+
+        <span class="c1"># Put the subassembly/component back to good as new condition and restart</span>
+        <span class="k">if</span> <span class="n">repair</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">replacement</span><span class="p">:</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="mf">1.0</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">purge_subassembly_requests</span><span class="p">(</span>
+                <span class="n">repair</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span> <span class="n">repair</span><span class="o">.</span><span class="n">subassembly_id</span>
+            <span class="p">)</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">recreate_processes</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">operation_reduction</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="n">starting_operating_level</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="k">elif</span> <span class="n">operation_reduction</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="n">starting_operating_level</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">/=</span> <span class="mi">1</span> <span class="o">-</span> <span class="n">operation_reduction</span>
+
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">subassembly</span><span class="p">,</span> <span class="n">Subassembly</span><span class="p">):</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">enable_requests_for_system</span><span class="p">(</span><span class="n">subassembly</span><span class="o">.</span><span class="n">system</span><span class="p">)</span>
+        <span class="k">elif</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">subassembly</span><span class="p">,</span> <span class="n">Cable</span><span class="p">):</span>
+            <span class="c1"># If the system is a cable, re-enable the upstream systems and cables</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">enable_requests_for_system</span><span class="p">(</span><span class="n">subassembly</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">operation_reduction</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">enable_string_operations</span><span class="p">(</span><span class="n">subassembly</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">&quot;`subassembly` was neither a `Cable` nor `Subassembly`.&quot;</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">register_repair</span><span class="p">(</span><span class="n">repair</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.wait_until_next_operational_period">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period">[docs]</a>
+    <span class="k">def</span> <span class="nf">wait_until_next_operational_period</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="o">*</span><span class="p">,</span> <span class="n">less_mobilization_hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">0</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Delays the crew and equipment until the start of the next operational</span>
+<span class="sd">        period.</span>
+
+<span class="sd">        TODO: Need a custom error if weather doesn&#39;t align with the equipment dates.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        less_mobilization_hours : int</span>
+<span class="sd">            The number of hours required for mobilization that will be subtracted from</span>
+<span class="sd">            the waiting period to account for mobilization, by default 0.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout, None, None]</span>
+<span class="sd">            A Timeout event for the number of hours between when the function is called</span>
+<span class="sd">            and when the next operational period starts.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">ScheduledServiceEquipmentData</span><span class="p">)</span>
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
+        <span class="n">ix_match</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">current</span> <span class="o">&lt;</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">operating_dates</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
+        <span class="k">if</span> <span class="n">ix_match</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">still_in_operation</span> <span class="o">=</span> <span class="kc">True</span>
+            <span class="n">next_operating_date</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">operating_dates</span><span class="p">[</span><span class="n">ix_match</span><span class="p">[</span><span class="mi">0</span><span class="p">]]</span>
+            <span class="n">hours_to_next_shift</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">date_ix</span><span class="p">(</span><span class="n">next_operating_date</span><span class="p">)</span>
+                <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_start</span>
+                <span class="o">-</span> <span class="n">less_mobilization_hours</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">still_in_operation</span> <span class="o">=</span> <span class="kc">False</span>
+            <span class="n">hours_to_next_shift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+
+        <span class="k">if</span> <span class="n">still_in_operation</span><span class="p">:</span>
+            <span class="c1"># TODO: This message needs to account for unscheduled equipment as well, but</span>
+            <span class="c1"># the post processor filtering needs to be updated as well</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="s2">&quot;will return next year&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="s2">&quot;no more return visits will be made&quot;</span>
+
+        <span class="c1"># Ensures that the statuses are correct</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">at_site</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span> <span class="o">=</span> <span class="kc">False</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;delay&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;work is complete&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="n">additional</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours_to_next_shift</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next_shift</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.mobilize_scheduled">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled">[docs]</a>
+    <span class="k">def</span> <span class="nf">mobilize_scheduled</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Mobilizes the ServiceEquipment object by waiting for the next operational</span>
+<span class="sd">        period, less the mobilization time, then logging the mobiliztion cost.</span>
+
+<span class="sd">        NOTE: weather delays are not accounted for in this process.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout, None, None]</span>
+<span class="sd">            A Timeout event for the number of hours between when the function is called</span>
+<span class="sd">            and when the next operational period starts.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">mobilization_hours</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">mobilization_days</span> <span class="o">*</span> <span class="n">HOURS_IN_DAY</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_operational_period</span><span class="p">(</span>
+                <span class="n">less_mobilization_hours</span><span class="o">=</span><span class="n">mobilization_hours</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> is being mobilized&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">mobilization_hours</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">mobilization_hours</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">False</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> has arrived on site&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">mobilization_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.mobilize">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.mobilize">[docs]</a>
+    <span class="k">def</span> <span class="nf">mobilize</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Mobilizes the ServiceEquipment object.</span>
+
+<span class="sd">        NOTE: weather delays are not accounted for at this stage.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout, None, None]</span>
+<span class="sd">            A Timeout event for the number of hours the ServiceEquipment requires for</span>
+<span class="sd">            mobilizing to the windfarm site.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="n">mobilization_hours</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">mobilization_days</span> <span class="o">*</span> <span class="n">HOURS_IN_DAY</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> is being mobilized&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">mobilization_hours</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">mobilization_hours</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">enroute</span> <span class="o">=</span> <span class="kc">False</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> has arrived on site&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;mobilization&quot;</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">mobilization_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.find_uninterrupted_weather_window">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window">[docs]</a>
+    <span class="k">def</span> <span class="nf">find_uninterrupted_weather_window</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">hours_required</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span> <span class="nb">bool</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Finds the delay required before starting on a process that won&#39;t be able to</span>
+<span class="sd">        be interrupted by a weather delay.</span>
+
+<span class="sd">        TODO: WEATHER FORECAST NEEDS TO BE DONE FOR ``math.floor(self.now)``, not the</span>
+<span class="sd">        ceiling or there will be a whole lot of rounding up errors on process times.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hours_required : int | float</span>
+<span class="sd">            The number of uninterrupted of hours that a process requires for completion.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[int | float, bool]</span>
+<span class="sd">            The number of hours in weather delays before a process can be completed, and</span>
+<span class="sd">            an indicator for if the process has to be delayed until the next shift for</span>
+<span class="sd">            a safe transfer.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># If the hours required for the window is 0, then return 0 and indicate there is</span>
+        <span class="c1"># no shift delay to be processed</span>
+        <span class="k">if</span> <span class="n">hours_required</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="mi">0</span><span class="p">,</span> <span class="kc">False</span>
+
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+
+        <span class="c1"># If the time required for a transfer is longer than the time left in the shift,</span>
+        <span class="c1"># then return the hours left in the shift and indicate a shift delay</span>
+        <span class="n">max_hours</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">hours_required</span> <span class="o">&gt;</span> <span class="n">max_hours</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">max_hours</span><span class="p">,</span> <span class="kc">True</span>
+
+        <span class="n">_</span><span class="p">,</span> <span class="n">hour</span><span class="p">,</span> <span class="n">all_clear</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_forecast</span><span class="p">(</span><span class="n">max_hours</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;repair&quot;</span><span class="p">)</span>
+        <span class="n">all_clear</span> <span class="o">&amp;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_workshift</span><span class="p">(</span><span class="n">hour</span><span class="p">)</span>
+        <span class="n">safe_operating_windows</span> <span class="o">=</span> <span class="n">consecutive_groups</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">all_clear</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
+        <span class="n">window_lengths</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">window</span><span class="o">.</span><span class="n">size</span> <span class="k">for</span> <span class="n">window</span> <span class="ow">in</span> <span class="n">safe_operating_windows</span><span class="p">])</span>
+
+        <span class="c1"># If all the safe operating windows are shorter than the time required, then</span>
+        <span class="c1"># return the time until the end of the shift and indicate a shift delay</span>
+        <span class="k">if</span> <span class="nb">all</span><span class="p">(</span><span class="n">window</span> <span class="o">&lt;</span> <span class="n">hours_required</span> <span class="k">for</span> <span class="n">window</span> <span class="ow">in</span> <span class="n">window_lengths</span><span class="p">):</span>
+            <span class="k">return</span> <span class="n">max_hours</span><span class="p">,</span> <span class="kc">True</span>
+
+        <span class="c1"># Find the length of the delay</span>
+        <span class="n">delay</span> <span class="o">=</span> <span class="n">safe_operating_windows</span><span class="p">[</span>
+            <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">window_lengths</span> <span class="o">&gt;=</span> <span class="n">hours_required</span><span class="p">)[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+        <span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+
+        <span class="c1"># If there is no delay, simply return 0 and the shift delay indicator</span>
+        <span class="k">if</span> <span class="n">delay</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="n">delay</span><span class="p">,</span> <span class="kc">False</span>
+
+        <span class="c1"># If the delay is non-zero, ensure we get the correct hour difference from now</span>
+        <span class="c1"># until the top of the first available hour</span>
+        <span class="n">delay</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">current</span><span class="o">.</span><span class="n">hour</span> <span class="o">+</span> <span class="n">delay</span><span class="p">)</span>
+        <span class="k">return</span> <span class="n">delay</span><span class="p">,</span> <span class="kc">False</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.find_interrupted_weather_window">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window">[docs]</a>
+    <span class="k">def</span> <span class="nf">find_interrupted_weather_window</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">hours_required</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">DatetimeIndex</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">,</span> <span class="nb">bool</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Assesses at which points in the repair window, the wind (and wave)</span>
+<span class="sd">        constraints for safe operation are met.</span>
+
+<span class="sd">        The initial search looks for a weather window of length ``hours_required``, and</span>
+<span class="sd">        adds 24 hours to the window for the proceeding 9 days. If no satisfactory window</span>
+<span class="sd">        is found, then the calling process must make another call to this function, but</span>
+<span class="sd">        likely there is something wrong with the constraints or weather conditions if</span>
+<span class="sd">        no window is found within 10 days.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hours_required : int | float</span>
+<span class="sd">            The number of hours required to complete the repair.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[DatetimeIndex, np.ndarray, bool]</span>
+<span class="sd">            The pandas DatetimeIndex, and a corresponding boolean array for what points</span>
+<span class="sd">            in the time window are safe to complete a maintenance task or repair.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">window_found</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="n">hours_required</span> <span class="o">=</span> <span class="n">ceil</span><span class="p">(</span><span class="n">hours_required</span><span class="p">)</span>
+
+        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">10</span><span class="p">):</span>  <span class="c1"># no more than 10 attempts to find a window</span>
+            <span class="n">dt_ix</span><span class="p">,</span> <span class="n">hour_ix</span><span class="p">,</span> <span class="n">weather</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_forecast</span><span class="p">(</span>
+                <span class="n">hours_required</span> <span class="o">+</span> <span class="p">(</span><span class="n">i</span> <span class="o">*</span> <span class="mi">24</span><span class="p">),</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;repair&quot;</span>
+            <span class="p">)</span>
+            <span class="n">working_hours</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_workshift</span><span class="p">(</span><span class="n">hour_ix</span><span class="p">)</span>
+            <span class="n">window</span> <span class="o">=</span> <span class="n">weather</span> <span class="o">&amp;</span> <span class="n">working_hours</span>
+            <span class="k">if</span> <span class="n">window</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span> <span class="o">&gt;=</span> <span class="n">hours_required</span><span class="p">:</span>
+                <span class="n">window_found</span> <span class="o">=</span> <span class="kc">True</span>
+                <span class="k">break</span>
+
+        <span class="k">return</span> <span class="n">dt_ix</span><span class="p">,</span> <span class="n">weather</span><span class="p">,</span> <span class="n">window_found</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.weather_delay">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.weather_delay">[docs]</a>
+    <span class="k">def</span> <span class="nf">weather_delay</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">hours</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Event</span><span class="p">,</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Processes a weather delay of length ``hours`` hours. If ``hours`` = 0, then</span>
+<span class="sd">        a Timeout is still processed, but not logging is done (this is to increase</span>
+<span class="sd">        consistency and do better typing validation across the codebase).</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        hours : int | float</span>
+<span class="sd">            The lenght, in hours, of the weather delay.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Event, Any, Any]</span>
+<span class="sd">            If the delay is more than 0 hours, then a ``Timeout`` is yielded of length</span>
+<span class="sd">            ``hours``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">hours</span> <span class="o">&lt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;`hours` must be greater than 0 for </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> to process&quot;</span>
+                <span class="s2">&quot; a weather delay&quot;</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="n">hours</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span>
+
+        <span class="n">salary_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_salary_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">hourly_cost</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># contractors not paid for delays</span>
+        <span class="n">equipment_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_equipment_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;delay&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;weather delay&quot;</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._calculate_intra_site_time">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time">[docs]</a>
+    <span class="nd">@cache</span>
+    <span class="k">def</span> <span class="nf">_calculate_intra_site_time</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span><span class="p">,</span> <span class="n">end</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the time it takes to travel between port and site or between</span>
+<span class="sd">        systems on site.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start : str | None</span>
+<span class="sd">            The starting onsite location. If ``None``, then 0 is returned.</span>
+<span class="sd">        end : str | None</span>
+<span class="sd">            The ending onsite location. If ``None``, then 0 is returned.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[float, float]</span>
+<span class="sd">            The travel time and distance between two locations.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">distance</span> <span class="o">=</span> <span class="mf">0.0</span>  <span class="c1"># setting for invalid cases to have no traveling</span>
+        <span class="n">valid_sys</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">distance_matrix</span><span class="o">.</span><span class="n">columns</span>
+        <span class="n">intra_site</span> <span class="o">=</span> <span class="n">start</span> <span class="ow">in</span> <span class="n">valid_sys</span> <span class="ow">and</span> <span class="n">end</span> <span class="ow">in</span> <span class="n">valid_sys</span>
+        <span class="k">if</span> <span class="n">intra_site</span><span class="p">:</span>
+            <span class="n">distance</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">distance_matrix</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">]</span>
+
+        <span class="c1"># if no speed is set, then there is no traveling time</span>
+        <span class="n">speed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_speed</span><span class="p">()</span>
+        <span class="n">travel_time</span> <span class="o">=</span> <span class="n">distance</span> <span class="o">/</span> <span class="n">speed</span> <span class="k">if</span> <span class="n">speed</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="k">else</span> <span class="mf">0.0</span>
+
+        <span class="c1"># Infinity is the result of &quot;traveling&quot; between a system twice in a row</span>
+        <span class="k">if</span> <span class="n">travel_time</span> <span class="o">==</span> <span class="nb">float</span><span class="p">(</span><span class="s2">&quot;inf&quot;</span><span class="p">):</span>
+            <span class="n">travel_time</span> <span class="o">=</span> <span class="mi">0</span>
+        <span class="k">return</span> <span class="n">travel_time</span><span class="p">,</span> <span class="n">distance</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._calculate_uninterrupted_travel_time">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time">[docs]</a>
+    <span class="k">def</span> <span class="nf">_calculate_uninterrupted_travel_time</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">distance</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span> <span class="n">tow</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">float</span><span class="p">,</span> <span class="nb">float</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the delay to the start of traveling and the amount of time it</span>
+<span class="sd">        will take to travel between two locations.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        distance : float</span>
+<span class="sd">            The distance to be traveled.</span>
+<span class="sd">        tow : bool</span>
+<span class="sd">            Indicates if this travel is for towing (True), or not (False), by default</span>
+<span class="sd">            False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        tuple[float, float]</span>
+<span class="sd">            The length of the delay and the length of travel time, in hours.` -1 is</span>
+<span class="sd">            returned if there no weather windows, and the process will have to be</span>
+<span class="sd">            attempted again.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Return 0 delay and travel time in the distance is zero</span>
+        <span class="k">if</span> <span class="n">distance</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="k">return</span> <span class="mi">0</span><span class="p">,</span> <span class="mi">0</span>
+
+        <span class="n">speed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_speed</span><span class="p">(</span><span class="n">tow</span><span class="o">=</span><span class="n">tow</span><span class="p">)</span>
+        <span class="n">hours_required</span> <span class="o">=</span> <span class="n">distance</span> <span class="o">/</span> <span class="n">speed</span>
+
+        <span class="n">n</span> <span class="o">=</span> <span class="mi">1</span>
+        <span class="n">max_extra_days</span> <span class="o">=</span> <span class="mi">4</span>
+        <span class="k">while</span> <span class="n">n</span> <span class="o">&lt;=</span> <span class="n">max_extra_days</span><span class="p">:</span>  <span class="c1"># max tries before failing</span>
+            <span class="n">hours</span> <span class="o">=</span> <span class="n">hours_required</span> <span class="o">+</span> <span class="p">(</span><span class="mi">24</span> <span class="o">*</span> <span class="n">n</span><span class="p">)</span>
+            <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">all_clear</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_forecast</span><span class="p">(</span><span class="n">hours</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;repair&quot;</span><span class="p">)</span>
+            <span class="n">found</span><span class="p">,</span> <span class="n">delay</span> <span class="o">=</span> <span class="n">calculate_delay_from_forecast</span><span class="p">(</span><span class="n">all_clear</span><span class="p">,</span> <span class="n">hours_required</span><span class="p">)</span>
+            <span class="k">if</span> <span class="n">found</span><span class="p">:</span>
+                <span class="k">return</span> <span class="n">delay</span><span class="p">,</span> <span class="n">hours_required</span>
+            <span class="n">n</span> <span class="o">+=</span> <span class="mi">1</span>
+
+        <span class="c1"># Return -1 for delay if no weather window was found</span>
+        <span class="k">return</span> <span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">hours_required</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment._calculate_interrupted_travel_time">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time">[docs]</a>
+    <span class="k">def</span> <span class="nf">_calculate_interrupted_travel_time</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">distance</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span> <span class="n">tow</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the travel time with speed reductions for inclement weather, but</span>
+<span class="sd">        without shift interruptions.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        distance : flaot</span>
+<span class="sd">            The total distance to be traveled, in km.</span>
+<span class="sd">        tow : bool</span>
+<span class="sd">            Indicates if this travel is for towing (True), or not (False), by default</span>
+<span class="sd">            False.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            _description_</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">speed</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_speed</span><span class="p">(</span><span class="n">tow</span><span class="o">=</span><span class="n">tow</span><span class="p">)</span>
+        <span class="n">reduction_factor</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">speed_reduction_factor</span>
+        <span class="n">reduction_factor</span> <span class="o">=</span> <span class="mf">0.01</span> <span class="k">if</span> <span class="n">reduction_factor</span> <span class="o">==</span> <span class="mi">0</span> <span class="k">else</span> <span class="n">reduction_factor</span>
+
+        <span class="c1"># get the weather forecast with this time for the max travel time</span>
+        <span class="n">max_hours</span> <span class="o">=</span> <span class="mi">1</span> <span class="o">+</span> <span class="n">distance</span> <span class="o">/</span> <span class="n">speed</span> <span class="o">*</span> <span class="p">(</span><span class="mi">1</span> <span class="o">/</span> <span class="n">reduction_factor</span><span class="p">)</span>
+        <span class="n">dt</span><span class="p">,</span> <span class="n">_</span><span class="p">,</span> <span class="n">all_clear</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_forecast</span><span class="p">(</span><span class="n">max_hours</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;transport&quot;</span><span class="p">)</span>
+
+        <span class="c1"># calculate the distance able to be traveled in each 1-hour window</span>
+        <span class="n">distance_traveled</span> <span class="o">=</span> <span class="n">speed</span> <span class="o">*</span> <span class="n">all_clear</span><span class="o">.</span><span class="n">cast</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span>
+        <span class="n">distance_traveled</span><span class="p">[</span><span class="n">distance_traveled</span> <span class="o">==</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">speed</span> <span class="o">*</span> <span class="n">reduction_factor</span>
+
+        <span class="c1"># Reduce the first time step by the time lapsed since the start of the hour</span>
+        <span class="c1"># before proceeding</span>
+        <span class="n">distance_traveled</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">*=</span> <span class="mi">1</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">%</span> <span class="mi">1</span>
+
+        <span class="c1"># Cumulative sum at the end of each full hour</span>
+        <span class="n">distance_traveled_sum</span> <span class="o">=</span> <span class="n">distance_traveled</span><span class="o">.</span><span class="n">cumsum</span><span class="p">()</span>
+
+        <span class="c1"># Get the index for the end of the hour where the distance requred to be</span>
+        <span class="c1"># traveled is reached.</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="n">ix_hours</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="n">distance_traveled_sum</span> <span class="o">&gt;=</span> <span class="n">distance</span><span class="p">)[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+        <span class="k">except</span> <span class="ne">IndexError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+            <span class="c1"># If an error occurs because an index maxes out the weather window, check</span>
+            <span class="c1"># that it&#39;s not due to having reached the end of the simulation. If so,</span>
+            <span class="c1"># return the max amount of time, but if that&#39;s not the case re-raise the</span>
+            <span class="c1"># error.</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_datetime</span> <span class="ow">in</span> <span class="n">dt</span><span class="p">:</span>
+                <span class="n">ix_hours</span> <span class="o">=</span> <span class="n">distance_traveled</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">-</span> <span class="mi">1</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="n">e</span>
+
+        <span class="c1"># Shave off the extra timing to get the exact travel time</span>
+        <span class="n">total_hours</span> <span class="o">=</span> <span class="n">ix_hours</span> <span class="o">+</span> <span class="mi">1</span>  <span class="c1"># add 1 for 0-indexing</span>
+        <span class="n">traveled</span> <span class="o">=</span> <span class="n">distance_traveled_sum</span><span class="o">.</span><span class="n">take</span><span class="p">(</span><span class="n">ix_hours</span><span class="p">)</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">traveled</span> <span class="o">&gt;</span> <span class="n">distance</span><span class="p">:</span>
+            <span class="n">difference</span> <span class="o">=</span> <span class="n">traveled</span> <span class="o">-</span> <span class="n">distance</span>
+            <span class="n">speed_at_hour</span> <span class="o">=</span> <span class="n">distance_traveled</span><span class="o">.</span><span class="n">take</span><span class="p">(</span><span class="n">ix_hours</span><span class="p">)</span><span class="o">.</span><span class="n">item</span><span class="p">()</span>
+            <span class="n">reduction</span> <span class="o">=</span> <span class="n">difference</span> <span class="o">/</span> <span class="n">speed_at_hour</span>
+            <span class="n">total_hours</span> <span class="o">-=</span> <span class="n">reduction</span>
+
+        <span class="k">return</span> <span class="n">total_hours</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.travel">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.travel">[docs]</a>
+    <span class="k">def</span> <span class="nf">travel</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">start</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">end</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">set_current</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">hours</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">distance</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The process for traveling between port and site, or two systems onsite.</span>
+
+<span class="sd">        NOTE: This does not currently take the weather conditions into account.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start : str</span>
+<span class="sd">            The starting location, one of &quot;site&quot;, &quot;port&quot;, or &quot;system&quot;.</span>
+<span class="sd">        end : str</span>
+<span class="sd">            The starting location, one of &quot;site&quot;, &quot;port&quot;, or &quot;system&quot;.</span>
+<span class="sd">        set_current : str, optional</span>
+<span class="sd">            Where to set ``current_system`` to be if traveling to site or a different</span>
+<span class="sd">            system onsite, by default None.</span>
+<span class="sd">        hours : float, optional</span>
+<span class="sd">            The number hours required for traveling between ``start`` and ``end``.</span>
+<span class="sd">            If provided, no internal travel time will be calculated.</span>
+<span class="sd">        distance : float, optional</span>
+<span class="sd">            The distance, in km, to be traveled. Only used if hours is provided</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout | Process, None, None]</span>
+<span class="sd">            The timeout event for traveling.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">validate_end_points</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">hours</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">hours</span> <span class="o">=</span> <span class="mf">0.0</span>
+            <span class="n">distance</span> <span class="o">=</span> <span class="mf">0.0</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;traveling from </span><span class="si">{</span><span class="n">start</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">end</span><span class="si">}</span><span class="s2">&quot;</span>
+
+            <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="n">end</span> <span class="o">==</span> <span class="s2">&quot;system&quot;</span><span class="p">:</span>
+                <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;traveling from </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">current_system</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">set_current</span><span class="si">}</span><span class="s2">&quot;</span>
+                <span class="n">hours</span><span class="p">,</span> <span class="n">distance</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_intra_site_time</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">current_system</span><span class="p">,</span> <span class="n">set_current</span>
+                <span class="p">)</span>
+            <span class="k">elif</span> <span class="p">{</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">}</span> <span class="o">==</span> <span class="p">{</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;port&quot;</span><span class="p">}:</span>
+                <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;traveling from </span><span class="si">{</span><span class="n">start</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">end</span><span class="si">}</span><span class="s2">&quot;</span>
+                <span class="n">distance</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">port_distance</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">hours</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_interrupted_travel_time</span><span class="p">(</span><span class="n">distance</span><span class="p">)</span>
+                <span class="k">except</span> <span class="ne">IndexError</span><span class="p">:</span>
+                    <span class="c1"># If the end of the simulation is hit while finding a suitable</span>
+                    <span class="c1"># window exit, so the simulation can finish.</span>
+                    <span class="k">return</span> <span class="kc">None</span>
+
+        <span class="k">if</span> <span class="n">distance</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;`distance` must be provided if `hours` is provided.&quot;</span><span class="p">)</span>
+
+        <span class="c1"># MyPy helpers</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">distance</span><span class="p">,</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">))</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">hours</span><span class="p">,</span> <span class="p">(</span><span class="nb">float</span><span class="p">,</span> <span class="nb">int</span><span class="p">))</span>
+
+        <span class="c1"># If the the equipment will arive after the shift is over, then it must travel</span>
+        <span class="c1"># back to port (if needed), and wait for the next shift</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_stop_shift</span><span class="p">:</span>
+            <span class="n">hours_to_shift_end</span> <span class="o">=</span> <span class="n">hours</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">hours_to_shift_end</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span>
+            <span class="p">)</span>
+        <span class="n">future_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span> <span class="o">+</span> <span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">is_shift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_is_workshift</span><span class="p">(</span><span class="n">future_time</span><span class="o">.</span><span class="n">hour</span><span class="p">)</span>
+        <span class="k">if</span> <span class="p">(</span>
+            <span class="p">(</span><span class="ow">not</span> <span class="n">is_shift</span> <span class="ow">or</span> <span class="n">hours</span> <span class="o">&gt;</span> <span class="n">hours_to_shift_end</span><span class="p">)</span>
+            <span class="ow">and</span> <span class="n">end</span> <span class="o">!=</span> <span class="s2">&quot;port&quot;</span>
+            <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span>
+        <span class="p">):</span>
+            <span class="n">kw</span> <span class="o">=</span> <span class="p">{</span>
+                <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;insufficient time to complete travel before end of the shift&quot;</span>  <span class="c1"># noqa: E501</span>
+            <span class="p">}</span>
+            <span class="n">kw</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">))</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">set_current</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span>
+        <span class="k">elif</span> <span class="ow">not</span> <span class="n">is_shift</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span><span class="p">:</span>
+            <span class="n">kw</span> <span class="o">=</span> <span class="p">{</span>
+                <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;insufficient time to complete travel before end of the shift&quot;</span>  <span class="c1"># noqa: E501</span>
+            <span class="p">}</span>
+            <span class="n">kw</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span><span class="o">**</span><span class="n">kw</span><span class="p">))</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">set_current</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="n">salary_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_salary_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">hourly_cost</span> <span class="o">=</span> <span class="mi">0</span>  <span class="c1"># contractors not paid for traveling</span>
+        <span class="n">equipment_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_equipment_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="n">additional</span><span class="p">})</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;traveling&quot;</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours</span><span class="p">,</span>
+            <span class="n">distance_km</span><span class="o">=</span><span class="n">distance</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Unregister current_system during travel &lt;- partial fix, still need to figure</span>
+        <span class="c1"># out where current_system needs to be set to None to allow things to &quot;work&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_set_location</span><span class="p">(</span><span class="s2">&quot;site&quot;</span><span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_set_location</span><span class="p">(</span><span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="p">)</span>
+        <span class="n">where</span> <span class="o">=</span> <span class="n">set_current</span> <span class="k">if</span> <span class="n">set_current</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">end</span>
+        <span class="n">kwargs</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;arrived at </span><span class="si">{</span><span class="n">where</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">})</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;complete travel&quot;</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="n">end</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.tow">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.tow">[docs]</a>
+    <span class="k">def</span> <span class="nf">tow</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">start</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">end</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">set_current</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The process for towing a turbine to/from port.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start : str</span>
+<span class="sd">            The starting location; one of &quot;site&quot; or &quot;port&quot;.</span>
+<span class="sd">        end : str</span>
+<span class="sd">            The ending location; one of &quot;site&quot; or &quot;port&quot;.</span>
+<span class="sd">        set_current : str | None, optional</span>
+<span class="sd">            The ``System.id`` if the turbine is being returned to site, by default None</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout | Process, None, None]</span>
+<span class="sd">            The series of SimPy events that will be processed for the actions to occur.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">validate_end_points</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">,</span> <span class="n">no_intrasite</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="c1"># Get the distance that needs to be traveled, then calculate the delay and time</span>
+        <span class="c1"># traveling, and log each of them</span>
+        <span class="n">distance</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">port_distance</span>
+        <span class="n">delay</span><span class="p">,</span> <span class="n">hours</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_uninterrupted_travel_time</span><span class="p">(</span><span class="n">distance</span><span class="p">,</span> <span class="n">tow</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">delay</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="s2">&quot;site&quot;</span><span class="p">:</span>
+                <span class="n">kw</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>
+                <span class="n">kw</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;Insufficient weather window, return to port&quot;</span><span class="p">})</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">kw</span><span class="p">))</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">HOURS_IN_DAY</span> <span class="o">*</span> <span class="mi">4</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">tow</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">set_current</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">elif</span> <span class="n">start</span> <span class="o">==</span> <span class="s2">&quot;port&quot;</span><span class="p">:</span>
+                <span class="n">kw</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">kwargs</span><span class="p">)</span>
+                <span class="n">kw</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="p">{</span><span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;Insufficient weather window, will try again later&quot;</span><span class="p">}</span>
+                <span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">HOURS_IN_DAY</span> <span class="o">*</span> <span class="mi">4</span><span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">tow</span><span class="p">(</span><span class="n">start</span><span class="p">,</span> <span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">set_current</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">)</span>
+                <span class="p">)</span>
+
+        <span class="k">else</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span><span class="n">delay</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="n">end</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</span><span class="p">))</span>
+
+        <span class="n">salary_labor_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_salary_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">hourly_labor_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_hourly_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="n">equipment_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_equipment_cost</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours</span><span class="p">,</span>
+            <span class="n">distance_km</span><span class="o">=</span><span class="n">distance</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;towing&quot;</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_labor_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_labor_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;enroute&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_set_location</span><span class="p">(</span><span class="n">end</span><span class="p">,</span> <span class="n">set_current</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;complete towing&quot;</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_labor_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_labor_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="n">end</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.crew_transfer">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.crew_transfer">[docs]</a>
+    <span class="k">def</span> <span class="nf">crew_transfer</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">system</span><span class="p">:</span> <span class="n">System</span> <span class="o">|</span> <span class="n">Cable</span><span class="p">,</span>
+        <span class="n">subassembly</span><span class="p">:</span> <span class="n">Subassembly</span><span class="p">,</span>
+        <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span>
+        <span class="n">to_system</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The process of transfering the crew from the equipment to the ``System``</span>
+<span class="sd">        for servicing using an uninterrupted weather window to ensure safe transfer.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system : System | Cable</span>
+<span class="sd">            The System where the crew needs to be transferred to.</span>
+<span class="sd">        subassembly : Subassembly</span>
+<span class="sd">            The Subassembly that is being worked on.</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The repair to be processed.</span>
+<span class="sd">        to_system : bool</span>
+<span class="sd">            True if the crew is being transferred to the system, or False if the crew</span>
+<span class="sd">            is being transferred off the system.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        None</span>
+<span class="sd">            None is returned when this is run recursively to not repeat the crew</span>
+<span class="sd">            transfer process.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout | Process, None, None]</span>
+<span class="sd">            Yields a timeout event for the crew transfer once an uninterrupted weather</span>
+<span class="sd">            window can be found.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">hours_to_process</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">crew_transfer_time</span>
+        <span class="n">salary_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_salary_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="n">hourly_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_hourly_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="n">equipment_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_equipment_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;system_ol&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="s2">&quot;part_ol&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="n">delay</span><span class="p">,</span> <span class="n">shift_delay</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">find_uninterrupted_weather_window</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="c1"># If there is a shift delay, then travel to port, wait, and travel back, and</span>
+        <span class="c1"># try again, until no shift delay is required.</span>
+        <span class="k">while</span> <span class="n">shift_delay</span><span class="p">:</span>
+            <span class="n">travel_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">travel_time</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>  <span class="c1"># will be negative value, but is flipped</span>
+            <span class="n">delay</span> <span class="o">-=</span> <span class="nb">abs</span><span class="p">(</span><span class="n">travel_time</span><span class="p">)</span>  <span class="c1"># decrement the delay by the travel time</span>
+
+            <span class="c1"># If removing the travel time from the delay puts it past the delay, then</span>
+            <span class="c1"># do not process an additional delay, and simply go to the next step</span>
+            <span class="k">if</span> <span class="n">delay</span> <span class="o">&gt;=</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span><span class="n">delay</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                    <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+                    <span class="o">**</span><span class="p">{</span><span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;weather unsuitable to transfer crew&quot;</span><span class="p">},</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                    <span class="n">start</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">delay</span><span class="p">,</span> <span class="n">shift_delay</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">find_uninterrupted_weather_window</span><span class="p">(</span>
+                <span class="n">hours_to_process</span>
+            <span class="p">)</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span><span class="n">delay</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">to_system</span><span class="p">:</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;transferring crew from </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;transferring crew from </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2"> to </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;transferring crew&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="n">additional</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours_to_process</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">transferring_crew</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">transferring_crew</span> <span class="o">=</span> <span class="kc">False</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="s2">&quot;complete transfer&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.mooring_connection">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.mooring_connection">[docs]</a>
+    <span class="k">def</span> <span class="nf">mooring_connection</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">system</span><span class="p">:</span> <span class="n">System</span><span class="p">,</span>
+        <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span>
+        <span class="n">which</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The process of either umooring a floating turbine to prepare for towing it to</span>
+<span class="sd">        port, or reconnecting it after its repairs have been completed.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system : System</span>
+<span class="sd">            The System that needs unmooring/reconnecting.</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The repair to be processed.</span>
+<span class="sd">        which : bool</span>
+<span class="sd">            &quot;unmoor&quot; for unmooring the turbine, &quot;reconnect&quot; for reconnecting the</span>
+<span class="sd">            turbine.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        None</span>
+<span class="sd">            None is returned when this is run recursively to not repeat the process.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout | Process, None, None]</span>
+<span class="sd">            Yields a timeout event for the unmooring/reconnection once an uninterrupted</span>
+<span class="sd">            weather window can be found.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">UnscheduledServiceEquipmentData</span><span class="p">)</span>
+        <span class="n">which</span> <span class="o">=</span> <span class="n">which</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;unmoor&quot;</span><span class="p">:</span>
+            <span class="n">hours_to_process</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">unmoor_hours</span>
+        <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;reconnect&quot;</span><span class="p">:</span>
+            <span class="n">hours_to_process</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reconnection_hours</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Only `unmoor` and `reconnect` are allowable inputs, not </span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2">&quot;</span>
+            <span class="p">)</span>
+
+        <span class="n">salary_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_salary_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="n">hourly_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_hourly_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="n">equipment_cost</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">calculate_equipment_cost</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;system_ol&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="n">which_text</span> <span class="o">=</span> <span class="s2">&quot;unmooring&quot;</span> <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;unmoor&quot;</span> <span class="k">else</span> <span class="s2">&quot;mooring reconnection&quot;</span>
+
+        <span class="n">delay</span><span class="p">,</span> <span class="n">shift_delay</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">find_uninterrupted_weather_window</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+        <span class="c1"># If there is a shift delay, then wait try again.</span>
+        <span class="k">if</span> <span class="n">shift_delay</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span><span class="n">delay</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                    <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+                    <span class="o">**</span><span class="p">{</span>
+                        <span class="s2">&quot;location&quot;</span><span class="p">:</span> <span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                        <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="sa">f</span><span class="s2">&quot;weather unsuitable for </span><span class="si">{</span><span class="n">which_text</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
+                    <span class="p">},</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">mooring_connection</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="n">which</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="c1"># If no shift delay, then process any weather delays before dis/connection</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span><span class="n">delay</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;unmoor&quot;</span><span class="p">:</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Unmooring </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2"> to tow to port&quot;</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">additional</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;Reconnecting the mooring to </span><span class="si">{</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="n">which_text</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="n">additional</span><span class="p">,</span>
+            <span class="n">duration</span><span class="o">=</span><span class="n">hours_to_process</span><span class="p">,</span>
+            <span class="n">salary_labor_cost</span><span class="o">=</span><span class="n">salary_cost</span><span class="p">,</span>
+            <span class="n">hourly_labor_cost</span><span class="o">=</span><span class="n">hourly_cost</span><span class="p">,</span>
+            <span class="n">equipment_cost</span><span class="o">=</span><span class="n">equipment_cost</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;unmoor&quot;</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">unmoor_hours</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">reconnection_hours</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;complete </span><span class="si">{</span><span class="n">which_text</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span>
+            <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.in_situ_repair">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.in_situ_repair">[docs]</a>
+    <span class="k">def</span> <span class="nf">in_situ_repair</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span>
+        <span class="n">time_processed</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+        <span class="n">prior_operation_level</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="o">-</span><span class="mf">1.0</span><span class="p">,</span>
+        <span class="n">initial</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Timeout</span> <span class="o">|</span> <span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Processes the repair including any weather and shift delays.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The ``Maintenance`` or ``Failure`` receiving attention.</span>
+<span class="sd">        time_processed : int | float, optional</span>
+<span class="sd">            Time that has already been processed, by default 0.</span>
+<span class="sd">        prior_operation_level : float, optional</span>
+<span class="sd">            The operating level of the ``System`` just before the repair has begun, by</span>
+<span class="sd">            default -1.0.</span>
+<span class="sd">        initial : bool, optional</span>
+<span class="sd">            True for first step in a potentially-recursive logic, otherwise False. When</span>
+<span class="sd">            True, the repair manager will turn off the system being worked on, but if</span>
+<span class="sd">            done multiple times, the simulation will error out.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Timeout | Process, None, None]</span>
+<span class="sd">            Timeouts for the repair process.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;</span>
+<span class="sd">        NOTE: THE PROCESS</span>
+<span class="sd">        1. Travel to site/turbine, if not there already</span>
+<span class="sd">        2. Transfer Crew</span>
+<span class="sd">        3. Number of hours required, or hours until the end of the shift</span>
+<span class="sd">        4. Do repairs for the above</span>
+<span class="sd">        5. When shift/repair is complete, transfer crew</span>
+<span class="sd">        6. Travel to next turbine, back to port</span>
+
+<span class="sd">        7. Repeat until the repair is complete</span>
+<span class="sd">        8. Exit this function</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">shift_delay</span> <span class="o">=</span> <span class="kc">False</span>
+
+        <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+            <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+            <span class="n">cable</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;::&quot;</span><span class="p">)[</span><span class="mi">1</span><span class="p">:]</span>
+            <span class="n">subassembly</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">[</span><span class="n">cable</span><span class="p">][</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+            <span class="n">subassembly</span> <span class="o">=</span> <span class="nb">getattr</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">request</span><span class="o">.</span><span class="n">subassembly_id</span><span class="p">)</span>
+
+        <span class="n">starting_operational_level</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span>
+            <span class="n">prior_operation_level</span><span class="p">,</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+        <span class="p">)</span>
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;part_id&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;part_name&quot;</span><span class="p">:</span> <span class="n">subassembly</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Ensure there is enough time to transfer the crew back and forth with a buffer</span>
+        <span class="c1"># of twice the travel time or travel back to port and try again the next shift</span>
+        <span class="n">start_shift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_start</span>
+        <span class="n">end_shift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span>
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+        <span class="n">hours_required</span> <span class="o">=</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">time</span> <span class="o">-</span> <span class="n">time_processed</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_stop_shift</span><span class="p">:</span>
+            <span class="c1"># Default the available to a buffered amount for initial processing</span>
+            <span class="n">hours_available</span> <span class="o">=</span> <span class="n">hours_required</span> <span class="o">*</span> <span class="mi">2</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">hours_available</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">end_shift</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">hours_available</span> <span class="o">&lt;=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">crew_transfer_time</span> <span class="o">*</span> <span class="mi">4</span><span class="p">:</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                    <span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                    <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                    <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span><span class="o">**</span><span class="n">shared_logging</span><span class="p">))</span>
+
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span>
+                    <span class="n">request</span><span class="p">,</span>
+                    <span class="n">prior_operation_level</span><span class="o">=</span><span class="n">starting_operational_level</span><span class="p">,</span>
+                    <span class="n">initial</span><span class="o">=</span><span class="n">initial</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Travel to site or the next system on site</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_system</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span><span class="p">:</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                    <span class="n">start</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="n">set_current</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+        <span class="k">elif</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_system</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span><span class="p">:</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                    <span class="n">start</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+                    <span class="n">end</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+                    <span class="n">set_current</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+                    <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">RuntimeError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2"> is lost!&quot;</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">initial</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">interrupt_system</span><span class="p">(</span><span class="n">system</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">crew_transfer</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">subassembly</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">to_system</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+
+        <span class="c1"># If the hours required is longer than the shift time, then reset the available</span>
+        <span class="c1"># number of hours and the appropriate weather forecast, accounting for crew</span>
+        <span class="c1"># transfer, otherwise get an adequate weather window, allowing for interruptions</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_stop_shift</span><span class="p">:</span>
+            <span class="n">hours_available</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span><span class="n">current</span><span class="p">,</span> <span class="n">end_shift</span><span class="p">)</span>
+            <span class="n">hours_available</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">crew_transfer_time</span>
+            <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">weather_forecast</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_weather_forecast</span><span class="p">(</span>
+                <span class="n">hours_available</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;repair&quot;</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">_</span><span class="p">,</span> <span class="n">weather_forecast</span><span class="p">,</span> <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">find_interrupted_weather_window</span><span class="p">(</span>
+                <span class="n">hours_required</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Check that all times are within the windfarm&#39;s working hours and cut off any</span>
+        <span class="c1"># time points that fall outside of the work shifts</span>
+        <span class="k">if</span> <span class="n">hours_required</span> <span class="o">&gt;</span> <span class="n">hours_available</span><span class="p">:</span>
+            <span class="n">shift_delay</span> <span class="o">=</span> <span class="kc">True</span>
+
+        <span class="n">hours_processed</span> <span class="o">=</span> <span class="mi">0</span>
+        <span class="n">weather_delay_groups</span> <span class="o">=</span> <span class="n">consecutive_groups</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="o">~</span><span class="n">weather_forecast</span><span class="p">)[</span><span class="mi">0</span><span class="p">])</span>
+        <span class="k">while</span> <span class="n">weather_forecast</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">hours_available</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="n">delays</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">(</span><span class="o">~</span><span class="n">weather_forecast</span><span class="p">)[</span><span class="mi">0</span><span class="p">]</span>
+            <span class="k">if</span> <span class="n">delays</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">delays</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                <span class="n">delay</span> <span class="o">=</span> <span class="n">weather_delay_groups</span><span class="o">.</span><span class="n">pop</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span><span class="o">.</span><span class="n">size</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">weather_forecast</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+                <span class="n">delay</span> <span class="o">=</span> <span class="mi">0</span>
+            <span class="n">weather_forecast</span> <span class="o">=</span> <span class="n">weather_forecast</span><span class="o">.</span><span class="n">slice</span><span class="p">(</span><span class="n">hours_to_process</span> <span class="o">+</span> <span class="n">delay</span><span class="p">)</span>
+
+            <span class="c1"># If the delay is at the start, hours_to_process is 0, and a delay gets</span>
+            <span class="c1"># processed, otherwise the crew works for the minimum of</span>
+            <span class="c1"># ``hours_to_process`` or maximum time that can be worked until the shift&#39;s</span>
+            <span class="c1"># end, and maxed out by the hours required for the actual repair.</span>
+            <span class="k">if</span> <span class="n">hours_to_process</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">hours_available</span> <span class="o">&lt;=</span> <span class="n">hours_to_process</span><span class="p">:</span>
+                    <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_available</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+                    <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span>
+                        <span class="n">current</span><span class="p">,</span> <span class="n">current</span><span class="o">.</span><span class="n">hour</span> <span class="o">+</span> <span class="nb">int</span><span class="p">(</span><span class="n">hours_to_process</span><span class="p">)</span>
+                    <span class="p">)</span>
+                <span class="k">if</span> <span class="n">hours_required</span> <span class="o">&lt;</span> <span class="n">hours_to_process</span><span class="p">:</span>
+                    <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_required</span>
+                <span class="c1"># Ensure this gets the correct float hours to the start of the target</span>
+                <span class="c1"># hour, unless the hours to process is between (0, 1]</span>
+                <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                    <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">process_repair</span><span class="p">(</span>
+                        <span class="n">hours_to_process</span><span class="p">,</span> <span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+                <span class="n">hours_processed</span> <span class="o">+=</span> <span class="n">hours_to_process</span>
+                <span class="n">hours_available</span> <span class="o">-=</span> <span class="n">hours_to_process</span>
+                <span class="n">hours_required</span> <span class="o">-=</span> <span class="n">hours_to_process</span>
+
+            <span class="c1"># If a delay is the first part of the process or a delay occurs after the</span>
+            <span class="c1"># some work is performed, then that delay is processed here.</span>
+            <span class="k">if</span> <span class="n">delay</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="ow">and</span> <span class="n">hours_required</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+                <span class="n">hours_to_process</span> <span class="o">=</span> <span class="n">hours_until_future_hour</span><span class="p">(</span>
+                    <span class="n">current</span><span class="p">,</span> <span class="n">current</span><span class="o">.</span><span class="n">hour</span> <span class="o">+</span> <span class="n">delay</span>
+                <span class="p">)</span>
+                <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                    <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">weather_delay</span><span class="p">(</span>
+                        <span class="n">hours_to_process</span><span class="p">,</span> <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+                <span class="n">hours_available</span> <span class="o">-=</span> <span class="n">hours_to_process</span>
+
+        <span class="c1"># Reached the end of the shift or the end of the repair, and need to unload crew</span>
+        <span class="c1"># from the system</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">crew_transfer</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">subassembly</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">to_system</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">shift_delay</span> <span class="ow">or</span> <span class="n">hours_required</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+            <span class="c1"># For 24-hour shifts, we just need to start back at the top</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_stop_shift</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span>
+                        <span class="n">request</span><span class="p">,</span>
+                        <span class="n">time_processed</span><span class="o">=</span><span class="n">hours_processed</span> <span class="o">+</span> <span class="n">time_processed</span><span class="p">,</span>
+                        <span class="n">prior_operation_level</span><span class="o">=</span><span class="n">starting_operational_level</span><span class="p">,</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+                <span class="k">return</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span><span class="o">**</span><span class="n">shared_logging</span><span class="p">))</span>
+
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span>
+                    <span class="n">request</span><span class="p">,</span>
+                    <span class="n">time_processed</span><span class="o">=</span><span class="n">hours_processed</span> <span class="o">+</span> <span class="n">time_processed</span><span class="p">,</span>
+                    <span class="n">prior_operation_level</span><span class="o">=</span><span class="n">starting_operational_level</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="k">return</span>
+
+        <span class="c1"># Register the repair</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">register_repair_with_subassembly</span><span class="p">(</span>
+            <span class="n">subassembly</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">starting_operational_level</span>
+        <span class="p">)</span>
+        <span class="n">action</span> <span class="o">=</span> <span class="s2">&quot;maintenance&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="k">else</span> <span class="s2">&quot;repair&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">part_id</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">part_name</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">action</span><span class="si">}</span><span class="s2"> complete&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="n">materials_cost</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">materials</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;complete&quot;</span><span class="p">,</span>
+            <span class="n">request_id</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="n">location</span><span class="o">=</span><span class="s2">&quot;system&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># If this is the end of the shift, ensure that we&#39;re traveling back to port</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">is_workshift</span><span class="p">(</span><span class="n">start_shift</span><span class="p">,</span> <span class="n">end_shift</span><span class="p">):</span>
+            <span class="n">shared_logging</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span> <span class="n">part_ol</span><span class="o">=</span><span class="n">subassembly</span><span class="o">.</span><span class="n">operating_level</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span><span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.run_scheduled_in_situ">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_scheduled_in_situ</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs the simulation of in situ repairs for scheduled servicing equipment</span>
+<span class="sd">        that have the `onsite` designation or don&#39;t require mobilization.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The simulation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">ScheduledServiceEquipmentData</span><span class="p">)</span>
+
+        <span class="c1"># If the starting operation date is the same as the simulations, set to onsite</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">operating_dates</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">date</span><span class="p">():</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mobilize_scheduled</span><span class="p">())</span>
+
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="c1"># Wait for a valid operational period to start</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="o">.</span><span class="n">date</span><span class="p">()</span> <span class="ow">not</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">operating_dates_set</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mobilize_scheduled</span><span class="p">())</span>
+
+            <span class="c1"># Wait for next shift to start</span>
+            <span class="n">is_workshift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">is_workshift</span><span class="p">(</span>
+                <span class="n">workday_start</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_start</span><span class="p">,</span>
+                <span class="n">workday_end</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">is_workshift</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                        <span class="o">**</span><span class="p">{</span>
+                            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;not in working hours&quot;</span><span class="p">,</span>
+                            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;not in working hours&quot;</span><span class="p">,</span>
+                        <span class="p">}</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>
+            <span class="n">_</span><span class="p">,</span> <span class="n">request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_next_request</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">request</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                            <span class="n">start</span><span class="o">=</span><span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                            <span class="n">end</span><span class="o">=</span><span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                            <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;no requests&quot;</span><span class="p">,</span>
+                            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                        <span class="p">)</span>
+                    <span class="p">)</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                        <span class="o">**</span><span class="p">{</span>
+                            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;no requests&quot;</span><span class="p">,</span>
+                            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;no work requests, waiting until the next shift&quot;</span><span class="p">,</span>  <span class="c1"># noqa: E501</span>
+                        <span class="p">}</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">in_process_requests</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+                    <span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+                <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+                <span class="p">)</span>
+
+                <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+                <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.run_unscheduled_in_situ">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_unscheduled_in_situ</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs an in situ repair simulation for unscheduled servicing equipment, or</span>
+<span class="sd">        those that have to be mobilized before performing repairs and maintenance.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The simulation</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">True</span>
+
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="p">,</span> <span class="n">UnscheduledServiceEquipmentData</span><span class="p">)</span>
+        <span class="n">mobilization_days</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">mobilization_days</span>
+        <span class="n">charter_end_env_time</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">charter_days</span> <span class="o">*</span> <span class="n">HOURS_IN_DAY</span>
+        <span class="n">charter_end_env_time</span> <span class="o">+=</span> <span class="n">mobilization_days</span> <span class="o">*</span> <span class="n">HOURS_IN_DAY</span>
+        <span class="n">charter_end_env_time</span> <span class="o">+=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+
+        <span class="n">current</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span>
+        <span class="n">charter_start</span> <span class="o">=</span> <span class="n">current</span> <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timedelta</span><span class="p">(</span><span class="n">mobilization_days</span><span class="p">,</span> <span class="s2">&quot;D&quot;</span><span class="p">)</span>
+        <span class="n">charter_end</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">current</span>
+            <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timedelta</span><span class="p">(</span><span class="n">mobilization_days</span><span class="p">,</span> <span class="s2">&quot;D&quot;</span><span class="p">)</span>
+            <span class="o">+</span> <span class="n">pd</span><span class="o">.</span><span class="n">Timedelta</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">charter_days</span><span class="p">,</span> <span class="s2">&quot;D&quot;</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="n">charter_period</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">date_range</span><span class="p">(</span><span class="n">charter_start</span><span class="p">,</span> <span class="n">charter_end</span><span class="p">)</span><span class="o">.</span><span class="n">date</span><span class="p">)</span>
+
+        <span class="c1"># If the charter period contains any non-operational date, then, try again</span>
+        <span class="c1"># at the next available date after the end of the attempted charter period</span>
+        <span class="n">intersection</span> <span class="o">=</span> <span class="n">charter_period</span><span class="o">.</span><span class="n">intersection</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">non_operational_dates_set</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">intersection</span><span class="p">:</span>
+            <span class="n">intersection_end</span> <span class="o">=</span> <span class="nb">max</span><span class="p">(</span><span class="n">intersection</span><span class="p">)</span>
+            <span class="n">sim_end</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_datetime</span><span class="o">.</span><span class="n">date</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">intersection_end</span> <span class="o">!=</span> <span class="n">sim_end</span><span class="p">:</span>
+                <span class="n">hours_to_next</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hours_to_next_operational_date</span><span class="p">(</span>
+                    <span class="n">start_search_date</span><span class="o">=</span><span class="n">intersection_end</span><span class="p">,</span>
+                    <span class="n">exclusion_days</span><span class="o">=</span><span class="n">mobilization_days</span><span class="p">,</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">hours_to_next</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">action</span><span class="o">=</span><span class="s2">&quot;delay&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;non-operational period&quot;</span><span class="p">,</span>
+                <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;waiting for next operational period&quot;</span><span class="p">,</span>
+                <span class="n">duration</span><span class="o">=</span><span class="n">hours_to_next</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_unscheduled_in_situ</span><span class="p">())</span>
+            <span class="k">return</span>
+
+        <span class="k">while</span> <span class="kc">True</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">&lt;</span> <span class="n">charter_end_env_time</span><span class="p">:</span>
+            <span class="n">_</span><span class="p">,</span> <span class="n">request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_next_request</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">request</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                        <span class="o">**</span><span class="p">{</span>
+                            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;no requests&quot;</span><span class="p">,</span>
+                            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;no work requests submitted by start of shift&quot;</span><span class="p">,</span>  <span class="c1"># noqa: E501</span>
+                        <span class="p">}</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">break</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">&gt;=</span> <span class="n">charter_end_env_time</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span>
+            <span class="k">return</span>
+
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">in_process_requests</span><span class="o">.</span><span class="n">put</span><span class="p">(</span><span class="n">request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;pending&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">difference_update</span><span class="p">(</span>
+            <span class="p">[</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">request_status_map</span><span class="p">[</span><span class="s2">&quot;processing&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">([</span><span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">])</span>
+
+        <span class="c1"># Ensure the system isn&#39;t in service already during the checking stages, then</span>
+        <span class="c1"># halt its ongoing processes for the current repair.</span>
+        <span class="c1"># NOTE: port-based equipment will have already halted the system&#39;s processes.</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">hasattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="s2">&quot;port&quot;</span><span class="p">):</span>
+            <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+            <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+            <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">get_random_seconds</span><span class="p">(</span><span class="n">low</span><span class="o">=</span><span class="mi">2</span><span class="p">))</span>
+            <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">&gt;=</span> <span class="n">charter_end_env_time</span><span class="p">:</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span> <span class="o">=</span> <span class="kc">False</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">at_port</span> <span class="o">=</span> <span class="kc">False</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">at_site</span> <span class="o">=</span> <span class="kc">False</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">at_system</span> <span class="o">=</span> <span class="kc">False</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">current_system</span> <span class="o">=</span> <span class="kc">None</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                    <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                    <span class="n">action</span><span class="o">=</span><span class="s2">&quot;leaving site&quot;</span><span class="p">,</span>
+                    <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;charter period has ended&quot;</span><span class="p">,</span>
+                <span class="p">)</span>
+                <span class="k">break</span>
+
+            <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">onsite</span><span class="p">:</span>
+                <span class="c1"># Mobilize and immediately run the repair logic for the inital request</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mobilize</span><span class="p">())</span>
+
+                <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+
+                <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+
+            <span class="c1"># Wait for next shift to start</span>
+            <span class="n">is_workshift</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">is_workshift</span><span class="p">(</span>
+                <span class="n">workday_start</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_start</span><span class="p">,</span>
+                <span class="n">workday_end</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">workday_end</span><span class="p">,</span>
+            <span class="p">)</span>
+            <span class="k">if</span> <span class="ow">not</span> <span class="n">is_workshift</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                        <span class="o">**</span><span class="p">{</span>
+                            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;not in working hours&quot;</span><span class="p">,</span>
+                            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;not in working hours&quot;</span><span class="p">,</span>
+                        <span class="p">}</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+
+            <span class="n">_</span><span class="p">,</span> <span class="n">request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_next_request</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">request</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">wait_until_next_shift</span><span class="p">(</span>
+                        <span class="o">**</span><span class="p">{</span>
+                            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="s2">&quot;no requests&quot;</span><span class="p">,</span>
+                            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;no work requests submitted by start of shift&quot;</span><span class="p">,</span>  <span class="c1"># noqa: E501</span>
+                        <span class="p">}</span>
+                    <span class="p">)</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">request</span><span class="o">.</span><span class="n">cable</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+                <span class="k">yield</span> <span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">in_situ_repair</span><span class="p">(</span><span class="n">request</span><span class="p">,</span> <span class="n">initial</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.run_tow_to_port">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_tow_to_port</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs the tow to port logic, so a turbine can be repaired at port.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request the triggered the tow-to-port strategy.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The series of events that simulate the complete towing logic.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the equipment is not currently at port</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Travel to the turbine</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                <span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                <span class="n">set_current</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="n">request</span><span class="o">.</span><span class="n">details</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Turn off the turbine</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">interrupt_system</span><span class="p">(</span><span class="n">system</span><span class="p">)</span>
+
+        <span class="c1"># Unmoor the turbine and tow it back to port</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">mooring_connection</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;unmoor&quot;</span><span class="p">))</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">tow</span><span class="p">(</span><span class="s2">&quot;site&quot;</span><span class="p">,</span> <span class="s2">&quot;port&quot;</span><span class="p">,</span> <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;towing turbine to port&quot;</span><span class="p">,</span> <span class="o">**</span><span class="n">shared_logging</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span></div>
+
+
+<div class="viewcode-block" id="ServiceEquipment.run_tow_to_site">
+<a class="viewcode-back" href="../../../API/core.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_tow_to_site</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">request</span><span class="p">:</span> <span class="n">RepairRequest</span><span class="p">,</span> <span class="n">subassembly_resets</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">[</span><span class="n">Process</span><span class="p">,</span> <span class="kc">None</span><span class="p">,</span> <span class="kc">None</span><span class="p">]:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs the tow to site logic for after a turbine has had its repairs completed</span>
+<span class="sd">        at port.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        request : RepairRequest</span>
+<span class="sd">            The request the triggered the tow-to-port strategy.</span>
+<span class="sd">        subassembly_resets : list[str]</span>
+<span class="sd">            The `subassembly_id`s to reset to good as new. Defaults to [].</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Generator[Process, None, None]</span>
+<span class="sd">            The series of events that simulate the complete towing logic.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the equipment is not currently at port</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">True</span>
+        <span class="n">system</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">)</span>
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+            <span class="s2">&quot;system_id&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">system_id</span><span class="p">,</span>
+            <span class="s2">&quot;system_name&quot;</span><span class="p">:</span> <span class="n">request</span><span class="o">.</span><span class="n">system_name</span><span class="p">,</span>
+        <span class="p">}</span>
+
+        <span class="c1"># Tow the turbine back to site and reconnect it to the mooring system</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">tow</span><span class="p">(</span>
+                <span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                <span class="n">set_current</span><span class="o">=</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;towing turbine back to site&quot;</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">mooring_connection</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">request</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;reconnect&quot;</span><span class="p">)</span>
+        <span class="p">)</span>
+
+        <span class="c1"># Reset the turbine back to operating and return to port</span>
+        <span class="n">reset_system_operations</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">subassembly_resets</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">manager</span><span class="o">.</span><span class="n">enable_requests_for_system</span><span class="p">(</span><span class="n">system</span><span class="p">,</span> <span class="n">tow</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">travel</span><span class="p">(</span>
+                <span class="s2">&quot;site&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;port&quot;</span><span class="p">,</span>
+                <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;traveling back to port after returning turbine&quot;</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dispatched</span> <span class="o">=</span> <span class="kc">False</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
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+  <h1>Source code for wombat.core.simulation_api</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;The main API for the ``wombat``.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">datetime</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+
+<span class="kn">import</span> <span class="nn">yaml</span>
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">from</span> <span class="nn">attrs</span> <span class="kn">import</span> <span class="n">Attribute</span><span class="p">,</span> <span class="n">field</span><span class="p">,</span> <span class="n">define</span>
+<span class="kn">from</span> <span class="nn">simpy.events</span> <span class="kn">import</span> <span class="n">Event</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Metrics</span><span class="p">,</span>
+    <span class="n">FromDictMixin</span><span class="p">,</span>
+    <span class="n">RepairManager</span><span class="p">,</span>
+    <span class="n">ServiceEquipment</span><span class="p">,</span>
+    <span class="n">WombatEnvironment</span><span class="p">,</span>
+<span class="p">)</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+<span class="kn">from</span> <span class="nn">wombat.core.port</span> <span class="kn">import</span> <span class="n">Port</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span><span class="p">,</span> <span class="n">library_map</span>
+<span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span> <span class="n">convert_to_list</span>
+
+
+<span class="k">def</span> <span class="nf">_library_mapper</span><span class="p">(</span><span class="n">file_path</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Path</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Attempts to extract a default library path if one of &quot;DINWOODIE&quot; or &quot;IEA_26&quot;</span>
+<span class="sd">    are passed, other returns ``file_path``.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    file_path : str | Path</span>
+<span class="sd">        Should be a valid file path, or one of &quot;DINWOODIE&quot; or &quot;IEA_26&quot; to indicate a</span>
+<span class="sd">        provided library is being used.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str | Path</span>
+<span class="sd">        The library path.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">return</span> <span class="n">Path</span><span class="p">(</span><span class="n">library_map</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">file_path</span><span class="p">,</span> <span class="n">file_path</span><span class="p">))</span><span class="o">.</span><span class="n">resolve</span><span class="p">()</span>  <span class="c1"># type: ignore</span>
+
+
+<div class="viewcode-block" id="Configuration">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Configuration">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">frozen</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">Configuration</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The ``Simulation`` configuration data class that provides all the necessary</span>
+<span class="sd">    definitions.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    name: str</span>
+<span class="sd">        Name of the simulation. Used for logging files.</span>
+<span class="sd">    layout : str</span>
+<span class="sd">        The windfarm layout file. See ``wombat.Windfarm`` for more details.</span>
+<span class="sd">    service_equipment : str | list[str]</span>
+<span class="sd">        The equpiment that will be used in the simulation. See</span>
+<span class="sd">        ``wombat.core.ServiceEquipment`` for more details.</span>
+<span class="sd">    weather : str</span>
+<span class="sd">        The weather profile to be used. See ``wombat.simulation.WombatEnvironment``</span>
+<span class="sd">        for more details.</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        Starting hour for a typical work shift. Can be overridden by</span>
+<span class="sd">        equipment-specific settings.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        Ending hour for a typical work shift. Can be overridden by</span>
+<span class="sd">        equipment-specific settings.</span>
+<span class="sd">    inflation_rate : float</span>
+<span class="sd">        The annual inflation rate to be used for post-processing.</span>
+<span class="sd">    fixed_costs : str</span>
+<span class="sd">        The file name for the fixed costs assumptions.</span>
+<span class="sd">    project_capacity : int | float</span>
+<span class="sd">        The total capacity of the wind plant, in MW.</span>
+<span class="sd">    port : dict | str | Path</span>
+<span class="sd">        The port configuration file or dictionary that will be used to setup a</span>
+<span class="sd">        tow-to-port repair strategy, default None.</span>
+<span class="sd">    port_distance : int | float</span>
+<span class="sd">        The simulation-wide daily travel distance for servicing equipment. This should</span>
+<span class="sd">        be used as a base setting when multiple or all servicing equipment will be</span>
+<span class="sd">        operating out of the same base location, but can be individually modified.</span>
+<span class="sd">    start_year : int</span>
+<span class="sd">        Start year of the simulation. The exact date will be determined by</span>
+<span class="sd">        the first valid date of this year in ``weather``.</span>
+<span class="sd">    end_year : int</span>
+<span class="sd">        Final year of the simulation. The exact date will be determined by</span>
+<span class="sd">        the last valid date of this year in ``weather``.</span>
+<span class="sd">    non_operational_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or later starting date will be overridden for all servicing equipment</span>
+<span class="sd">        and any modeled port, by default None.</span>
+<span class="sd">    non_operational_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of prohibited operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or earlier ending date will be overridden for all servicing equipment</span>
+<span class="sd">        and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed_start : str | datetime.datetime | None</span>
+<span class="sd">        The starting month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or later starting date will be overridden for all servicing equipment</span>
+<span class="sd">        and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed_end : str | datetime.datetime | None</span>
+<span class="sd">        The ending month and day, e.g., MM/DD, M/D, MM-DD, etc. for an annualized</span>
+<span class="sd">        period of reduced speed operations. When defined at the environment level, an</span>
+<span class="sd">        undefined or earlier ending date will be overridden for all servicing equipment</span>
+<span class="sd">        and any modeled port, by default None.</span>
+<span class="sd">    reduced_speed : float</span>
+<span class="sd">        The maximum operating speed during the annualized reduced speed operations.</span>
+<span class="sd">        When defined at the environment level, an undefined or faster value will be</span>
+<span class="sd">        overridden for all servicing equipment and any modeled port, by default 0.0.</span>
+<span class="sd">    random_seed : int | None</span>
+<span class="sd">        The random seed to be passed to a universal NumPy ``default_rng`` object to</span>
+<span class="sd">        generate Weibull random generators, by default None.</span>
+<span class="sd">    random_generator: np.random._generator.Generator | None</span>
+<span class="sd">        An optional numpy random generator that can be provided to seed a simulation</span>
+<span class="sd">        with the same generator each time, in place of the random seed. If a</span>
+<span class="sd">        :py:attr:`random_seed` is also provided, this will override the random seed,</span>
+<span class="sd">        by default None.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">name</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">layout</span><span class="p">:</span> <span class="nb">str</span>
+    <span class="n">service_equipment</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">convert_to_list</span><span class="p">)</span>
+    <span class="n">weather</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span>
+    <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">int</span><span class="p">)</span>
+    <span class="n">inflation_rate</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">project_capacity</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="nb">float</span><span class="p">)</span>
+    <span class="n">fixed_costs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">port</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">start_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">end_year</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">port_distance</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">non_operational_start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">non_operational_end</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">reduced_speed_start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">reduced_speed_end</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">reduced_speed</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="mf">0.0</span><span class="p">)</span>
+    <span class="n">random_seed</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">random_generator</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="Simulation">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation">[docs]</a>
+<span class="nd">@define</span><span class="p">(</span><span class="n">auto_attribs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+<span class="k">class</span> <span class="nc">Simulation</span><span class="p">(</span><span class="n">FromDictMixin</span><span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The primary API to interact with the simulation methodologies.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    library_path : str</span>
+<span class="sd">        The path to the main data library.</span>
+<span class="sd">    config : Configuration | dict | str</span>
+<span class="sd">        One of the following:</span>
+<span class="sd">         - A pre-loaded ``Configuration`` object</span>
+<span class="sd">         - A dictionary ready to be converted to a ``Configuration`` object</span>
+<span class="sd">         - The name of the configuration file to be loaded, that will be located at:</span>
+<span class="sd">           ``library_path`` / config / ``config``</span>
+<span class="sd">    random_seed : int | None</span>
+<span class="sd">        The random seed to be passed to a universal NumPy ``default_rng`` object to</span>
+<span class="sd">        generate Weibull random generators, by default None.</span>
+<span class="sd">    random_generator: np.random._generator.Generator | None</span>
+<span class="sd">        An optional numpy random generator that can be provided to seed a simulation</span>
+<span class="sd">        with the same generator each time, in place of the random seed. If a</span>
+<span class="sd">        :py:attr:`random_seed` is also provided, this will override the random seed,</span>
+<span class="sd">        by default None.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="n">library_path</span><span class="p">:</span> <span class="n">Path</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">converter</span><span class="o">=</span><span class="n">_library_mapper</span><span class="p">)</span>
+    <span class="n">config</span><span class="p">:</span> <span class="n">Configuration</span> <span class="o">=</span> <span class="n">field</span><span class="p">()</span>
+    <span class="n">random_seed</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+    <span class="n">random_generator</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">_generator</span><span class="o">.</span><span class="n">Generator</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">default</span><span class="o">=</span><span class="kc">None</span><span class="p">)</span>
+
+    <span class="n">metrics</span><span class="p">:</span> <span class="n">Metrics</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">repair_manager</span><span class="p">:</span> <span class="n">RepairManager</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">service_equipment</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">ServiceEquipment</span><span class="p">]</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+    <span class="n">port</span><span class="p">:</span> <span class="n">Port</span> <span class="o">=</span> <span class="n">field</span><span class="p">(</span><span class="n">init</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">__attrs_post_init__</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Post-initialization hook.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_setup_simulation</span><span class="p">()</span>
+
+<div class="viewcode-block" id="Simulation._create_configuration">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation._create_configuration">[docs]</a>
+    <span class="nd">@config</span><span class="o">.</span><span class="n">validator</span>  <span class="c1"># type: ignore</span>
+    <span class="k">def</span> <span class="nf">_create_configuration</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">attribute</span><span class="p">:</span> <span class="n">Attribute</span><span class="p">,</span> <span class="n">value</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span> <span class="o">|</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Configuration</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Validates the configuration object and creates the ``Configuration`` object</span>
+<span class="sd">        for the simulation.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        TypeError</span>
+<span class="sd">            Raised if the value provided is not able to create a valid ``Configuration``</span>
+<span class="sd">            object</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if ``name`` and ``config.name`` or ``library_path`` and</span>
+<span class="sd">            ``config.library`` are not aligned.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Configuration</span>
+<span class="sd">            The validated simulation configuration</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">Path</span><span class="p">)):</span>
+            <span class="n">value</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">library_path</span> <span class="o">/</span> <span class="s2">&quot;project/config&quot;</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
+            <span class="n">value</span> <span class="o">=</span> <span class="n">Configuration</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">value</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">Configuration</span><span class="p">):</span>
+            <span class="nb">object</span><span class="o">.</span><span class="fm">__setattr__</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">attribute</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> <span class="n">value</span><span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span>
+                <span class="s2">&quot;``config`` must be a dictionary, valid file path to a yaml-enocoded&quot;</span><span class="p">,</span>
+                <span class="s2">&quot;dictionary, or ``Configuration`` object!&quot;</span><span class="p">,</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Simulation.from_config">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation.from_config">[docs]</a>
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_config</span><span class="p">(</span>
+        <span class="bp">cls</span><span class="p">,</span> <span class="n">library_path</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span><span class="p">,</span> <span class="n">config</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Path</span> <span class="o">|</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Configuration</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the ``Simulation`` object only the configuration contents as either a</span>
+<span class="sd">        full file path to the configuration file, a dictionary of the configuration</span>
+<span class="sd">        contents, or pre-loaded ``Configuration`` object.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        library_path : str | Path</span>
+<span class="sd">            The simulation&#39;s data library. If a filename is provided for</span>
+<span class="sd">            :py:attr:`config`, this is the data library from where it will be imported.</span>
+<span class="sd">            This will also be used to feed into the returned `Simulation.library_path`.</span>
+<span class="sd">        config : str | Path | dict | Configuration</span>
+<span class="sd">            The simulation configuration, see ``Configuration`` for more details on the</span>
+<span class="sd">            contents. The following is a description of the acceptable contents:</span>
+
+<span class="sd">            - ``str`` : the full file path of the configuration yaml file.</span>
+<span class="sd">            - ``dict`` : a dictionary with the requried configuration settings.</span>
+<span class="sd">            - ``Configuration`` : a pre-created ``Configuration`` object.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        TypeError</span>
+<span class="sd">            Raised if ``config`` is not one of the three acceptable input types.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Simulation</span>
+<span class="sd">            A ready-to-run ``Simulation`` object.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">library_path</span> <span class="o">=</span> <span class="n">_library_mapper</span><span class="p">(</span><span class="n">library_path</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="p">(</span><span class="nb">str</span><span class="p">,</span> <span class="n">Path</span><span class="p">)):</span>
+            <span class="n">config</span> <span class="o">=</span> <span class="n">library_path</span> <span class="o">/</span> <span class="s2">&quot;project&quot;</span> <span class="o">/</span> <span class="s2">&quot;config&quot;</span> <span class="o">/</span> <span class="n">config</span>
+            <span class="n">config</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">config</span><span class="o">.</span><span class="n">parent</span><span class="p">,</span> <span class="n">config</span><span class="o">.</span><span class="n">name</span><span class="p">)</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span>
+            <span class="n">config</span> <span class="o">=</span> <span class="n">Configuration</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">config</span><span class="p">)</span>
+        <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="n">Configuration</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span>
+                <span class="s2">&quot;``config`` must be a dictionary or ``Configuration`` object!&quot;</span>
+            <span class="p">)</span>
+        <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+            <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">config</span><span class="p">,</span> <span class="n">Configuration</span><span class="p">)</span>  <span class="c1"># mypy helper</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+            <span class="n">library_path</span><span class="o">=</span><span class="n">library_path</span><span class="p">,</span>
+            <span class="n">config</span><span class="o">=</span><span class="n">config</span><span class="p">,</span>
+            <span class="n">random_seed</span><span class="o">=</span><span class="n">config</span><span class="o">.</span><span class="n">random_seed</span><span class="p">,</span>
+            <span class="n">random_generator</span><span class="o">=</span><span class="n">config</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Simulation._setup_simulation">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation._setup_simulation">[docs]</a>
+    <span class="k">def</span> <span class="nf">_setup_simulation</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initializes the simulation objects.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">WombatEnvironment</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">library_path</span><span class="p">,</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">weather</span><span class="p">,</span>
+            <span class="n">simulation_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">workday_start</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">workday_start</span><span class="p">,</span>
+            <span class="n">workday_end</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">workday_end</span><span class="p">,</span>
+            <span class="n">start_year</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span>
+            <span class="n">end_year</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">end_year</span><span class="p">,</span>
+            <span class="n">port_distance</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">port_distance</span><span class="p">,</span>
+            <span class="n">non_operational_start</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">non_operational_start</span><span class="p">,</span>
+            <span class="n">non_operational_end</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">non_operational_end</span><span class="p">,</span>
+            <span class="n">reduced_speed_start</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">reduced_speed_start</span><span class="p">,</span>
+            <span class="n">reduced_speed_end</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">reduced_speed_end</span><span class="p">,</span>
+            <span class="n">reduced_speed</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">reduced_speed</span><span class="p">,</span>
+            <span class="n">random_seed</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">random_seed</span><span class="p">,</span>
+            <span class="n">random_generator</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span> <span class="o">=</span> <span class="n">RepairManager</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">Windfarm</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">layout</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">)</span>
+
+        <span class="c1"># Create the servicing equipment and set the necessary environment variables</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">ServiceEquipment</span><span class="p">]</span> <span class="o">=</span> <span class="p">{}</span>  <span class="c1"># type: ignore</span>
+        <span class="k">for</span> <span class="n">service_equipment</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+            <span class="n">equipment</span> <span class="o">=</span> <span class="n">ServiceEquipment</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">,</span> <span class="n">service_equipment</span>
+            <span class="p">)</span>
+            <span class="n">equipment</span><span class="o">.</span><span class="n">finish_setup_with_environment_variables</span><span class="p">()</span>
+            <span class="n">name</span> <span class="o">=</span> <span class="n">equipment</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span>
+            <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="sa">f</span><span class="s2">&quot;Servicing equipment `</span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">` already exists, please use unique&quot;</span>
+                    <span class="s2">&quot; names for all servicing equipment.&quot;</span>
+                <span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">equipment</span>  <span class="c1"># type: ignore</span>
+
+        <span class="c1"># Create the port and add any tugboats to the available servicing equipment list</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">port</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">port</span> <span class="o">=</span> <span class="n">Port</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">port</span>
+            <span class="p">)</span>
+            <span class="k">for</span> <span class="n">service_equipment</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">port</span><span class="o">.</span><span class="n">service_equipment_manager</span><span class="o">.</span><span class="n">items</span><span class="p">:</span>
+                <span class="n">name</span> <span class="o">=</span> <span class="n">service_equipment</span><span class="o">.</span><span class="n">settings</span><span class="o">.</span><span class="n">name</span>  <span class="c1"># type: ignore</span>
+                <span class="k">if</span> <span class="n">name</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">:</span>
+                    <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                        <span class="sa">f</span><span class="s2">&quot;Servicing equipment `</span><span class="si">{</span><span class="n">name</span><span class="si">}</span><span class="s2">` already exists, please use&quot;</span>
+                        <span class="s2">&quot; unique names for all servicing equipment.&quot;</span>
+                    <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">[</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">service_equipment</span>  <span class="c1"># type: ignore</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">project_capacity</span> <span class="o">*</span> <span class="mi">1000</span> <span class="o">!=</span> <span class="nb">round</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">capacity</span><span class="p">,</span> <span class="mi">6</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Input `project_capacity`: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">project_capacity</span><span class="si">:</span><span class="s2">,.6f</span><span class="si">}</span><span class="s2"> MW is&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; not equal to the sum of turbine capacities:&quot;</span>
+                <span class="sa">f</span><span class="s2">&quot; </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">capacity</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="mi">1000</span><span class="si">:</span><span class="s2">,.6f</span><span class="si">}</span><span class="s2"> MW&quot;</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Simulation.run">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation.run">[docs]</a>
+    <span class="k">def</span> <span class="nf">run</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">until</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">|</span> <span class="n">Event</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+        <span class="n">create_metrics</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
+        <span class="n">save_metrics_inputs</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calls ``WombatEnvironment.run()`` and gathers the results for</span>
+<span class="sd">        post-processing. See ``wombat.simulation.WombatEnvironment.run`` or</span>
+<span class="sd">        ``simpy.Environment.run`` for more details.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        until : Optional[int | float | Event], optional</span>
+<span class="sd">            When to stop the simulation, by default None. See documentation on</span>
+<span class="sd">            ``simpy.Environment.run`` for more details.</span>
+<span class="sd">        create_metrics : bool, optional</span>
+<span class="sd">            If True, the metrics object will be created, and not, if False, by default</span>
+<span class="sd">            True.</span>
+<span class="sd">        save_metrics_inputs : bool, optional</span>
+<span class="sd">            If True, the metrics inputs data will be saved to a yaml file, with file</span>
+<span class="sd">            references to any larger data structures that can be reloaded later. If</span>
+<span class="sd">            False, the data will not be saved, by default True.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">until</span><span class="o">=</span><span class="n">until</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">save_metrics_inputs</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">save_metrics_inputs</span><span class="p">()</span>
+        <span class="k">if</span> <span class="n">create_metrics</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">initialize_metrics</span><span class="p">()</span></div>
+
+
+    <span class="k">def</span> <span class="nf">initialize_metrics</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Instantiates the ``metrics`` attribute after the simulation is run.&quot;&quot;&quot;</span>
+        <span class="n">events</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">load_events_log_dataframe</span><span class="p">()</span>
+        <span class="n">operations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">load_operations_log_dataframe</span><span class="p">()</span>
+        <span class="n">power_potential</span><span class="p">,</span> <span class="n">power_production</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">power_production_potential_to_csv</span><span class="p">(</span>
+            <span class="n">windfarm</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="p">,</span> <span class="n">operations</span><span class="o">=</span><span class="n">operations</span><span class="p">,</span> <span class="n">return_df</span><span class="o">=</span><span class="kc">True</span>
+        <span class="p">)</span>
+        <span class="n">substation_turbine_map</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">s_id</span><span class="p">:</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="n">v</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">dict</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
+            <span class="k">for</span> <span class="n">s_id</span><span class="p">,</span> <span class="nb">dict</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+        <span class="p">}</span>
+        <span class="n">capacities</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">capacity</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">metrics</span> <span class="o">=</span> <span class="n">Metrics</span><span class="p">(</span>
+            <span class="n">data_dir</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">library_path</span><span class="p">,</span>
+            <span class="n">events</span><span class="o">=</span><span class="n">events</span><span class="p">,</span>
+            <span class="n">operations</span><span class="o">=</span><span class="n">operations</span><span class="p">,</span>
+            <span class="n">potential</span><span class="o">=</span><span class="n">power_potential</span><span class="p">,</span>
+            <span class="n">production</span><span class="o">=</span><span class="n">power_production</span><span class="p">,</span>
+            <span class="n">inflation_rate</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">inflation_rate</span><span class="p">,</span>
+            <span class="n">project_capacity</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">project_capacity</span><span class="p">,</span>
+            <span class="n">turbine_capacities</span><span class="o">=</span><span class="n">capacities</span><span class="p">,</span>
+            <span class="n">fixed_costs</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">fixed_costs</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="n">substation_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_id</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+            <span class="n">turbine_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+            <span class="n">substation_turbine_map</span><span class="o">=</span><span class="n">substation_turbine_map</span><span class="p">,</span>
+            <span class="n">service_equipment_names</span><span class="o">=</span><span class="p">[</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">],</span>  <span class="c1"># type: ignore</span>
+        <span class="p">)</span>
+
+<div class="viewcode-block" id="Simulation.save_metrics_inputs">
+<a class="viewcode-back" href="../../../API/simulation_api.html#wombat.core.simulation_api.Simulation.save_metrics_inputs">[docs]</a>
+    <span class="k">def</span> <span class="nf">save_metrics_inputs</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Saves the inputs for the `Metrics` initialization with either a direct</span>
+<span class="sd">        copy of the data or a file reference that can be loaded later.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">substation_turbine_map</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">s_id</span><span class="p">:</span> <span class="p">{</span><span class="n">k</span><span class="p">:</span> <span class="n">v</span><span class="o">.</span><span class="n">tolist</span><span class="p">()</span> <span class="k">for</span> <span class="n">k</span><span class="p">,</span> <span class="n">v</span> <span class="ow">in</span> <span class="nb">dict</span><span class="o">.</span><span class="n">items</span><span class="p">()}</span>
+            <span class="k">for</span> <span class="n">s_id</span><span class="p">,</span> <span class="nb">dict</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="o">.</span><span class="n">items</span><span class="p">()</span>
+        <span class="p">}</span>
+        <span class="n">data</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;data_dir&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">library_path</span><span class="p">),</span>
+            <span class="s2">&quot;events&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">events_log_fname</span><span class="p">),</span>
+            <span class="s2">&quot;operations&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">operations_log_fname</span><span class="p">),</span>
+            <span class="s2">&quot;potential&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">power_potential_fname</span><span class="p">),</span>
+            <span class="s2">&quot;production&quot;</span><span class="p">:</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">power_production_fname</span><span class="p">),</span>
+            <span class="s2">&quot;inflation_rate&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">inflation_rate</span><span class="p">,</span>
+            <span class="s2">&quot;project_capacity&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">project_capacity</span><span class="p">,</span>
+            <span class="s2">&quot;turbine_capacities&quot;</span><span class="p">:</span> <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t_id</span><span class="p">)</span><span class="o">.</span><span class="n">capacity</span> <span class="k">for</span> <span class="n">t_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span>
+            <span class="p">],</span>
+            <span class="s2">&quot;fixed_costs&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="o">.</span><span class="n">fixed_costs</span><span class="p">,</span>
+            <span class="s2">&quot;substation_id&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">substation_id</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+            <span class="s2">&quot;turbine_id&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">turbine_id</span><span class="o">.</span><span class="n">tolist</span><span class="p">(),</span>
+            <span class="s2">&quot;substation_turbine_map&quot;</span><span class="p">:</span> <span class="n">substation_turbine_map</span><span class="p">,</span>
+            <span class="s2">&quot;service_equipment_names&quot;</span><span class="p">:</span> <span class="p">[</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">service_equipment</span><span class="p">],</span>
+        <span class="p">}</span>
+
+        <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="p">,</span> <span class="s2">&quot;w&quot;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+            <span class="n">yaml</span><span class="o">.</span><span class="n">dump</span><span class="p">(</span><span class="n">data</span><span class="p">,</span> <span class="n">f</span><span class="p">,</span> <span class="n">default_flow_style</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">sort_keys</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span></div>
+</div>
+
+</pre></div>
+
+                </article>
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diff --git a/_modules/wombat/utilities/logging.html b/_modules/wombat/utilities/logging.html
new file mode 100644
index 00000000..48f84ffc
--- /dev/null
+++ b/_modules/wombat/utilities/logging.html
@@ -0,0 +1,541 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="../../../" >
+
+  <head>
+    <meta charset="utf-8" />
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+  <h1>Source code for wombat.utilities.logging</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;General logging methods.&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">logging</span>
+<span class="kn">import</span> <span class="nn">datetime</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">logging.handlers</span> <span class="kn">import</span> <span class="n">MemoryHandler</span>
+
+
+<div class="viewcode-block" id="setup_logger">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.logging.setup_logger">[docs]</a>
+<span class="k">def</span> <span class="nf">setup_logger</span><span class="p">(</span>
+    <span class="n">logger_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">log_file</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span> <span class="n">level</span><span class="p">:</span> <span class="n">Any</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">INFO</span><span class="p">,</span> <span class="n">capacity</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">500</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Creates the logging infrastructure for a given logging category.</span>
+
+<span class="sd">    TODO: Figure out how to type check ``logging.INFO``; ``Callable``?</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    logger_name : str</span>
+<span class="sd">        Name to assign to the logger.</span>
+<span class="sd">    log_file : Path</span>
+<span class="sd">        File name and path for where the log data should be saved.</span>
+<span class="sd">    level : Any, optional</span>
+<span class="sd">        Logging level, by default logging.INFO.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">logger</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">getLogger</span><span class="p">(</span><span class="n">logger_name</span><span class="p">)</span>
+    <span class="n">formatter</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">Formatter</span><span class="p">(</span><span class="s2">&quot;</span><span class="si">%(asctime)s</span><span class="s2">|</span><span class="si">%(name)s</span><span class="s2">|</span><span class="si">%(levelname)s</span><span class="s2">|</span><span class="si">%(message)s</span><span class="s2">&quot;</span><span class="p">)</span>
+    <span class="n">fileHandler</span> <span class="o">=</span> <span class="n">logging</span><span class="o">.</span><span class="n">FileHandler</span><span class="p">(</span><span class="n">log_file</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s2">&quot;w&quot;</span><span class="p">)</span>
+    <span class="n">fileHandler</span><span class="o">.</span><span class="n">setFormatter</span><span class="p">(</span><span class="n">formatter</span><span class="p">)</span>
+
+    <span class="n">memory_handler</span> <span class="o">=</span> <span class="n">MemoryHandler</span><span class="p">(</span><span class="n">capacity</span><span class="o">=</span><span class="n">capacity</span><span class="p">,</span> <span class="n">target</span><span class="o">=</span><span class="n">fileHandler</span><span class="p">)</span>
+    <span class="n">memory_handler</span><span class="o">.</span><span class="n">setFormatter</span><span class="p">(</span><span class="n">formatter</span><span class="p">)</span>
+
+    <span class="n">logger</span><span class="o">.</span><span class="n">setLevel</span><span class="p">(</span><span class="n">level</span><span class="p">)</span>
+    <span class="c1"># logger.addHandler(fileHandler)</span>
+    <span class="n">logger</span><span class="o">.</span><span class="n">addHandler</span><span class="p">(</span><span class="n">memory_handler</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="format_events_log_message">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.logging.format_events_log_message">[docs]</a>
+<span class="k">def</span> <span class="nf">format_events_log_message</span><span class="p">(</span>
+    <span class="n">simulation_time</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">,</span>
+    <span class="n">env_time</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">system_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">part_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">part_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">system_ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">part_ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">agent</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">action</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">reason</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">additional</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">duration</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+    <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="n">location</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;na&quot;</span><span class="p">,</span>
+    <span class="n">materials_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+    <span class="n">hourly_labor_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+    <span class="n">salary_labor_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+    <span class="n">equipment_cost</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="mi">0</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Formats the logging messages into the expected format for logging.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    simulation_time : datetime64</span>
+<span class="sd">        Timestamp within the simulation time.</span>
+<span class="sd">    env_time : float</span>
+<span class="sd">        Environment simulation time (``Environment.now``).</span>
+<span class="sd">    system_id : str</span>
+<span class="sd">        Turbine ID, ``System.id``.</span>
+<span class="sd">    system_name : str</span>
+<span class="sd">        Turbine name, ``System.name``.</span>
+<span class="sd">    part_id : str</span>
+<span class="sd">        Subassembly, component, or cable ID, ``_.id``.</span>
+<span class="sd">    part_name : str</span>
+<span class="sd">        Subassembly, component, or cable name, ``_.name``.</span>
+<span class="sd">    system_ol : int | float</span>
+<span class="sd">        System operating level, ``System.operating_level``. Use an empty string for n/a.</span>
+<span class="sd">    part_ol : int | float</span>
+<span class="sd">        Subassembly, component, or cable operating level, ``_.operating_level``. Use an</span>
+<span class="sd">        empty string for n/a.</span>
+<span class="sd">    agent : str</span>
+<span class="sd">        Agent performin the action.</span>
+<span class="sd">    action : str</span>
+<span class="sd">        Action that was taken.</span>
+<span class="sd">    reason : str</span>
+<span class="sd">        Reason an action was taken.</span>
+<span class="sd">    additional : str</span>
+<span class="sd">        Any additional information that needs to be logged.</span>
+<span class="sd">    duration : float</span>
+<span class="sd">        Length of time the action lasted.</span>
+<span class="sd">    request_id : str</span>
+<span class="sd">        The ``RepairRequest.request_id`` or &quot;na&quot;.</span>
+<span class="sd">    location : str</span>
+<span class="sd">        The location of where the event ocurred: should be one of site, port,</span>
+<span class="sd">        enroute, or system, by default &quot;na&quot;.</span>
+<span class="sd">    materials_cost : int | float, optional</span>
+<span class="sd">        Total cost of materials for action, in USD, by default 0.</span>
+<span class="sd">    hourly_labor_cost : int | float, optional</span>
+<span class="sd">        Total cost of hourly labor for action, in USD, by default 0.</span>
+<span class="sd">    salary_labor_cost : int | float, optional</span>
+<span class="sd">        Total cost of salaried labor for action, in USD, by default 0.</span>
+<span class="sd">    equipment_cost : int | float, optional</span>
+<span class="sd">        Total cost of equipment for action, in USD, by default 0.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str</span>
+<span class="sd">        Formatted message for consistent logging.[summary]</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">total_labor_cost</span> <span class="o">=</span> <span class="n">hourly_labor_cost</span> <span class="o">+</span> <span class="n">salary_labor_cost</span>
+    <span class="n">total_cost</span> <span class="o">=</span> <span class="n">total_labor_cost</span> <span class="o">+</span> <span class="n">equipment_cost</span> <span class="o">+</span> <span class="n">materials_cost</span>
+    <span class="n">message</span> <span class="o">=</span> <span class="p">(</span>
+        <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">simulation_time</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">env_time</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">system_id</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">system_name</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">part_id</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="sa">f</span><span class="s2">&quot;|</span><span class="si">{</span><span class="n">part_name</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">system_ol</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">part_ol</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">agent</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">action</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="sa">f</span><span class="s2">&quot;|</span><span class="si">{</span><span class="n">reason</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">additional</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">duration</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">request_id</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">location</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="sa">f</span><span class="s2">&quot;|</span><span class="si">{</span><span class="n">materials_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">hourly_labor_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">salary_labor_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="sa">f</span><span class="s2">&quot;|</span><span class="si">{</span><span class="n">equipment_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">total_labor_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">|</span><span class="si">{</span><span class="n">total_cost</span><span class="si">:</span><span class="s2">f</span><span class="si">}</span><span class="s2">&quot;</span>
+    <span class="p">)</span>
+    <span class="k">return</span> <span class="n">message</span></div>
+
+</pre></div>
+
+                </article>
+              
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+  <h1>Source code for wombat.utilities.plot</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Provides expoerimental plotting routines to help with simulation diagnostics.&quot;&quot;&quot;</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+<span class="kn">import</span> <span class="nn">matplotlib</span> <span class="k">as</span> <span class="nn">mpl</span>
+<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span>
+
+<span class="kn">from</span> <span class="nn">wombat</span> <span class="kn">import</span> <span class="n">Simulation</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm</span> <span class="kn">import</span> <span class="n">Windfarm</span>
+
+
+<div class="viewcode-block" id="plot_farm_layout">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.plot.plot_farm_layout">[docs]</a>
+<span class="k">def</span> <span class="nf">plot_farm_layout</span><span class="p">(</span>
+    <span class="n">windfarm</span><span class="p">:</span> <span class="n">Windfarm</span><span class="p">,</span>
+    <span class="n">figure_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">plot_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">return_fig</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span> <span class="o">|</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">,</span> <span class="n">plt</span><span class="o">.</span><span class="n">axes</span><span class="p">]:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Plot the graph representation of the windfarm as represented through WOMBAT.</span>
+
+<span class="sd">    Args:</span>
+<span class="sd">        figure_kwargs : dict, optional</span>
+<span class="sd">            Customized keyword arguments for matplotlib figure instantiation that</span>
+<span class="sd">            will passed as ``plt.figure(**figure_kwargs). Defaults to {}.``</span>
+<span class="sd">        plot_kwargs : dict, optional</span>
+<span class="sd">            Customized parameters for ``networkx.draw()`` that can will passed as</span>
+<span class="sd">            ``nx.draw(**figure_kwargs)``. Defaults to ``with_labels=True``,</span>
+<span class="sd">            ``horizontalalignment=right``, ``verticalalignment=bottom``,</span>
+<span class="sd">            ``font_weight=bold``, ``font_size=10``, and ``node_color=#E37225``.</span>
+<span class="sd">        return_fig : bool, optional</span>
+<span class="sd">            Whether or not to return the figure and axes objects for further editing</span>
+<span class="sd">            and/or saving. Defaults to False.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">        None | tuple[plt.figure, plt.axes]: _description_</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># Set the defaults for plotting</span>
+    <span class="k">if</span> <span class="n">figure_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">figure_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">if</span> <span class="n">plot_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">plot_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;figsize&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mi">14</span><span class="p">,</span> <span class="mi">12</span><span class="p">))</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;dpi&quot;</span><span class="p">,</span> <span class="mi">200</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;with_labels&quot;</span><span class="p">,</span> <span class="kc">True</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;horizontalalignment&quot;</span><span class="p">,</span> <span class="s2">&quot;right&quot;</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;verticalalignment&quot;</span><span class="p">,</span> <span class="s2">&quot;bottom&quot;</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;font_weight&quot;</span><span class="p">,</span> <span class="s2">&quot;bold&quot;</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;font_size&quot;</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;node_color&quot;</span><span class="p">,</span> <span class="s2">&quot;#E37225&quot;</span><span class="p">)</span>
+
+    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="o">**</span><span class="n">figure_kwargs</span><span class="p">)</span>
+    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
+
+    <span class="c1"># Get the node positions and all related edges, except the self-connected ones</span>
+    <span class="n">positions</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="n">name</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="n">node</span><span class="p">[</span><span class="s2">&quot;longitude&quot;</span><span class="p">],</span> <span class="n">node</span><span class="p">[</span><span class="s2">&quot;latitude&quot;</span><span class="p">]])</span>
+        <span class="k">for</span> <span class="n">name</span><span class="p">,</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">windfarm</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="p">}</span>
+    <span class="n">edges</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">windfarm</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span> <span class="k">if</span> <span class="n">el</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="n">el</span><span class="p">[</span><span class="mi">1</span><span class="p">]]</span>
+
+    <span class="n">nx</span><span class="o">.</span><span class="n">draw</span><span class="p">(</span><span class="n">windfarm</span><span class="o">.</span><span class="n">graph</span><span class="p">,</span> <span class="n">pos</span><span class="o">=</span><span class="n">positions</span><span class="p">,</span> <span class="n">edgelist</span><span class="o">=</span><span class="n">edges</span><span class="p">,</span> <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span> <span class="o">**</span><span class="n">plot_kwargs</span><span class="p">)</span>
+
+    <span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
+    <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span>
+
+    <span class="k">if</span> <span class="n">return_fig</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+
+<div class="viewcode-block" id="plot_farm_availability">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.plot.plot_farm_availability">[docs]</a>
+<span class="k">def</span> <span class="nf">plot_farm_availability</span><span class="p">(</span>
+    <span class="n">sim</span><span class="p">:</span> <span class="n">Simulation</span><span class="p">,</span>
+    <span class="n">which</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">&quot;energy&quot;</span><span class="p">,</span>
+    <span class="n">individual_turbines</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+    <span class="n">farm_95_CI</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+    <span class="n">figure_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">plot_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">legend_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">tick_fontsize</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">12</span><span class="p">,</span>
+    <span class="n">label_fontsize</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">16</span><span class="p">,</span>
+    <span class="n">return_fig</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="n">plt</span><span class="o">.</span><span class="n">Figure</span> <span class="o">|</span> <span class="n">plt</span><span class="o">.</span><span class="n">Axes</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Plots a line chart of the monthly availability at the wind farm level.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    sim : Simulation</span>
+<span class="sd">        A ``Simulation`` object that has been run.</span>
+<span class="sd">    which : str</span>
+<span class="sd">        One of &quot;time&quot; or &quot;energy&quot;, to indicate the basis for the availability</span>
+<span class="sd">        calculation, by default &quot;energy&quot;.</span>
+<span class="sd">    individual_turbines : bool, optional</span>
+<span class="sd">        Indicates if faint gray lines should be added in the background for the</span>
+<span class="sd">        availability of each turbine, by default False.</span>
+<span class="sd">    farm_95_CI : bool, optional</span>
+<span class="sd">        Indicates if the 95% CI area fill should be added in the background.</span>
+<span class="sd">    figure_kwargs : dict, optional</span>
+<span class="sd">        Custom parameters for ``plt.figure()``, by default ``figsize=(15, 7)`` and</span>
+<span class="sd">        ``dpi=300``.</span>
+<span class="sd">    plot_kwargs : dict, optional</span>
+<span class="sd">        Custom parameters to be passed to ``ax.plot()``, by default a label consisting</span>
+<span class="sd">        of the simulation name and project-level availability.</span>
+<span class="sd">    legend_kwargs : dict, optional</span>
+<span class="sd">        Custom parameters to be passed to ``ax.legend()``, by default ``fontsize=14``.</span>
+<span class="sd">    tick_fontsize : int, optional</span>
+<span class="sd">        The x- and y-axis tick label fontsize, by default 12.</span>
+<span class="sd">    label_fontsize : int, optional</span>
+<span class="sd">        The x- and y-axis label fontsize, by default 16.</span>
+<span class="sd">    return_fig : bool, optional</span>
+<span class="sd">        If ``True``, return the figure and Axes object, otherwise don&#39;t, by default</span>
+<span class="sd">        False.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    tuple[plt.Figure, plt.Axes] | None</span>
+<span class="sd">        See :py:attr:`return_fig` for details.</span>
+<span class="sd">        _description_</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># Get the availability data</span>
+    <span class="n">metrics</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span>
+    <span class="k">if</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;time&quot;</span><span class="p">:</span>
+        <span class="n">availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span>
+            <span class="mi">0</span>
+        <span class="p">]</span>
+        <span class="n">windfarm_availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span>
+            <span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span>
+        <span class="p">)</span>
+        <span class="n">turbine_availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">)</span>
+        <span class="n">label</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_name</span><span class="si">}</span><span class="s2"> Time-Based Availability: </span><span class="si">{</span><span class="n">availability</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span>
+    <span class="k">elif</span> <span class="n">which</span> <span class="o">==</span> <span class="s2">&quot;energy&quot;</span><span class="p">:</span>
+        <span class="n">availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span>
+            <span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span>
+        <span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+        <span class="n">windfarm_availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span>
+            <span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="s2">&quot;windfarm&quot;</span>
+        <span class="p">)</span>
+        <span class="n">turbine_availability</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span>
+            <span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span>
+        <span class="p">)</span>
+        <span class="n">label</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_name</span><span class="si">}</span><span class="s2"> Energy-Based Availability: </span><span class="si">{</span><span class="n">availability</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;`which` must be one of &#39;energy&#39; or &#39;time&#39;.&quot;</span><span class="p">)</span>
+
+    <span class="c1"># Set the defaults</span>
+    <span class="k">if</span> <span class="n">figure_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">figure_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">if</span> <span class="n">plot_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">plot_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="k">if</span> <span class="n">legend_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">legend_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;figsize&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span> <span class="mi">7</span><span class="p">))</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;dpi&quot;</span><span class="p">,</span> <span class="mi">300</span><span class="p">)</span>
+    <span class="n">plot_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;label&quot;</span><span class="p">,</span> <span class="n">label</span><span class="p">)</span>
+    <span class="n">legend_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;fontsize&quot;</span><span class="p">,</span> <span class="mi">14</span><span class="p">)</span>
+
+    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="o">**</span><span class="n">figure_kwargs</span><span class="p">)</span>
+    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
+
+    <span class="n">x</span> <span class="o">=</span> <span class="nb">range</span><span class="p">(</span><span class="n">windfarm_availability</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+
+    <span class="c1"># Individual turbine availability lines</span>
+    <span class="k">if</span> <span class="n">individual_turbines</span><span class="p">:</span>
+        <span class="k">for</span> <span class="n">turbine</span> <span class="ow">in</span> <span class="n">turbine_availability</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
+            <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
+                <span class="n">x</span><span class="p">,</span>
+                <span class="n">turbine_availability</span><span class="p">[</span><span class="n">turbine</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+                <span class="n">color</span><span class="o">=</span><span class="s2">&quot;lightgray&quot;</span><span class="p">,</span>
+                <span class="n">alpha</span><span class="o">=</span><span class="mf">0.75</span><span class="p">,</span>
+                <span class="n">linewidth</span><span class="o">=</span><span class="mf">0.25</span><span class="p">,</span>
+            <span class="p">)</span>
+
+    <span class="c1"># CI error bars surrounding the lines</span>
+    <span class="k">if</span> <span class="n">farm_95_CI</span><span class="p">:</span>
+        <span class="n">N</span> <span class="o">=</span> <span class="n">turbine_availability</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span>
+        <span class="n">Z90</span><span class="p">,</span> <span class="n">Z95</span><span class="p">,</span> <span class="n">Z99</span> <span class="o">=</span> <span class="p">(</span><span class="mf">1.64</span><span class="p">,</span> <span class="mf">1.96</span><span class="p">,</span> <span class="mf">2.57</span><span class="p">)</span>  <span class="c1"># noqa: F841</span>
+        <span class="n">tm</span> <span class="o">=</span> <span class="n">turbine_availability</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="n">tsd</span> <span class="o">=</span> <span class="n">turbine_availability</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">std</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span>
+        <span class="n">ci_lo</span> <span class="o">=</span> <span class="n">tm</span> <span class="o">-</span> <span class="n">Z95</span> <span class="o">*</span> <span class="p">(</span><span class="n">tsd</span> <span class="o">/</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">N</span><span class="p">))</span>
+        <span class="n">ci_hi</span> <span class="o">=</span> <span class="n">tm</span> <span class="o">+</span> <span class="n">Z95</span> <span class="o">*</span> <span class="p">(</span><span class="n">tsd</span> <span class="o">/</span> <span class="n">np</span><span class="o">.</span><span class="n">sqrt</span><span class="p">(</span><span class="n">N</span><span class="p">))</span>
+        <span class="n">ax</span><span class="o">.</span><span class="n">fill_between</span><span class="p">(</span>
+            <span class="n">x</span><span class="p">,</span> <span class="n">ci_lo</span><span class="p">,</span> <span class="n">ci_hi</span><span class="p">,</span> <span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">label</span><span class="o">=</span><span class="s2">&quot;95% CI for Individual Turbines&quot;</span>
+        <span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span>
+        <span class="n">x</span><span class="p">,</span>
+        <span class="n">windfarm_availability</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">values</span><span class="p">,</span>
+        <span class="o">**</span><span class="n">plot_kwargs</span><span class="p">,</span>
+    <span class="p">)</span>
+
+    <span class="n">years</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">start_year</span><span class="p">,</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">end_year</span> <span class="o">+</span> <span class="mi">1</span><span class="p">))</span>
+    <span class="n">xticks_major</span> <span class="o">=</span> <span class="p">[</span><span class="n">x</span> <span class="o">*</span> <span class="mi">12</span> <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">years</span><span class="p">))]</span>
+    <span class="n">xticks_minor</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">12</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">years</span><span class="p">),</span> <span class="mi">3</span><span class="p">))</span>
+    <span class="n">xlabels_major</span> <span class="o">=</span> <span class="p">[</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">year</span><span class="si">:</span><span class="s2">&gt;6</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">year</span> <span class="ow">in</span> <span class="n">years</span><span class="p">]</span>
+    <span class="n">xlabels_minor</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="s2">&quot;Apr&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="s2">&quot;Oct&quot;</span><span class="p">]</span> <span class="o">*</span> <span class="nb">len</span><span class="p">(</span><span class="n">years</span><span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="mi">1</span><span class="p">,</span> <span class="mi">11</span><span class="p">))</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">([</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">y</span><span class="si">:</span><span class="s2">.0%</span><span class="si">}</span><span class="s2">&quot;</span> <span class="k">for</span> <span class="n">y</span> <span class="ow">in</span> <span class="n">ax</span><span class="o">.</span><span class="n">get_yticks</span><span class="p">()],</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">tick_fontsize</span><span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xlim</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="n">windfarm_availability</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">xticks_major</span><span class="p">)</span>
+    <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">():</span>
+        <span class="n">t</span><span class="o">.</span><span class="n">set_y</span><span class="p">(</span><span class="o">-</span><span class="mf">0.05</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">xticks_minor</span><span class="p">,</span> <span class="n">minor</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">xlabels_major</span><span class="p">,</span> <span class="n">ha</span><span class="o">=</span><span class="s2">&quot;left&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">tick_fontsize</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">xlabels_minor</span><span class="p">,</span> <span class="n">minor</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xlabel</span><span class="p">(</span><span class="s2">&quot;Simulation Time&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">label_fontsize</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span><span class="s2">&quot;Monthly Availability&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">label_fontsize</span><span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">legend</span><span class="p">(</span><span class="o">**</span><span class="n">legend_kwargs</span><span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;major&quot;</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="n">alpha</span><span class="o">=</span><span class="mf">0.5</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;minor&quot;</span><span class="p">)</span>
+
+    <span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
+    <span class="k">if</span> <span class="n">return_fig</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>  <span class="c1"># type: ignore</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+
+
+<div class="viewcode-block" id="plot_operational_levels">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.plot.plot_operational_levels">[docs]</a>
+<span class="k">def</span> <span class="nf">plot_operational_levels</span><span class="p">(</span>
+    <span class="n">sim</span><span class="p">:</span> <span class="n">Simulation</span><span class="p">,</span>
+    <span class="n">figure_kwargs</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="n">cbar_label_fontsize</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">14</span><span class="p">,</span>
+    <span class="n">return_fig</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span>
+<span class="p">):</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Plots an hourly view of the operational levels of the wind farm and individual</span>
+<span class="sd">    turbines as a heatmap.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    sim : Simulation</span>
+<span class="sd">        A ``Simulation`` object that has been run.</span>
+<span class="sd">    figure_kwargs : dict, optional</span>
+<span class="sd">        Custom settings for ``plt.figure()``, by default ``figsize=(15, 10)``</span>
+<span class="sd">        and ``dpi=300``.</span>
+<span class="sd">    cbar_label_fontsize : int, optional</span>
+<span class="sd">        The default fontsize used in the color bar legend for the axis label, by default</span>
+<span class="sd">        14.</span>
+<span class="sd">    return_fig : bool, optional</span>
+<span class="sd">        If ``True``, return the figure and Axes object, otherwise don&#39;t, by default</span>
+<span class="sd">        False.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    tuple[plt.Figure, plt.Axes] | None</span>
+<span class="sd">        See :py:attr:`return_fig` for details.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="c1"># Set the defaults</span>
+    <span class="k">if</span> <span class="n">figure_kwargs</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="n">figure_kwargs</span> <span class="o">=</span> <span class="p">{}</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;figsize&quot;</span><span class="p">,</span> <span class="p">(</span><span class="mi">15</span><span class="p">,</span> <span class="mi">10</span><span class="p">))</span>
+    <span class="n">figure_kwargs</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">&quot;dpi&quot;</span><span class="p">,</span> <span class="mi">300</span><span class="p">)</span>
+
+    <span class="c1"># Get the requisite data</span>
+    <span class="n">op</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">operations</span>
+    <span class="n">x_ix</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="n">c</span>
+        <span class="k">for</span> <span class="n">c</span> <span class="ow">in</span> <span class="n">op</span><span class="o">.</span><span class="n">columns</span>
+        <span class="k">if</span> <span class="n">c</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;env_datetime&quot;</span><span class="p">,</span> <span class="s2">&quot;env_time&quot;</span><span class="p">,</span> <span class="s2">&quot;year&quot;</span><span class="p">,</span> <span class="s2">&quot;month&quot;</span><span class="p">,</span> <span class="s2">&quot;day&quot;</span><span class="p">)</span>
+    <span class="p">]</span>
+    <span class="n">turbines</span> <span class="o">=</span> <span class="n">op</span><span class="p">[</span><span class="n">x_ix</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="o">.</span><span class="n">astype</span><span class="p">(</span><span class="nb">float</span><span class="p">)</span><span class="o">.</span><span class="n">T</span>
+    <span class="n">env_time</span> <span class="o">=</span> <span class="n">op</span><span class="o">.</span><span class="n">env_time</span><span class="o">.</span><span class="n">values</span>
+    <span class="n">env_datetime</span> <span class="o">=</span> <span class="n">op</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+    <span class="n">fig</span> <span class="o">=</span> <span class="n">plt</span><span class="o">.</span><span class="n">figure</span><span class="p">(</span><span class="o">**</span><span class="n">figure_kwargs</span><span class="p">)</span>
+    <span class="n">ax</span> <span class="o">=</span> <span class="n">fig</span><span class="o">.</span><span class="n">add_subplot</span><span class="p">(</span><span class="mi">111</span><span class="p">)</span>
+
+    <span class="c1"># Create the custom color map</span>
+    <span class="n">bounds</span> <span class="o">=</span> <span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="mf">0.05</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">,</span> <span class="mf">0.75</span><span class="p">,</span> <span class="mf">0.9</span><span class="p">,</span> <span class="mf">0.95</span><span class="p">,</span> <span class="mi">1</span><span class="p">]</span>
+    <span class="n">YlGnBu_discrete7</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">colors</span><span class="o">.</span><span class="n">ListedColormap</span><span class="p">(</span>
+        <span class="p">[</span><span class="s2">&quot;#ffffcc&quot;</span><span class="p">,</span> <span class="s2">&quot;#c7e9b4&quot;</span><span class="p">,</span> <span class="s2">&quot;#7fcdbb&quot;</span><span class="p">,</span> <span class="s2">&quot;#41b6c4&quot;</span><span class="p">,</span> <span class="s2">&quot;#1d91c0&quot;</span><span class="p">,</span> <span class="s2">&quot;#225ea8&quot;</span><span class="p">,</span> <span class="s2">&quot;#0c2c84&quot;</span><span class="p">]</span>
+    <span class="p">)</span>
+    <span class="n">norm</span> <span class="o">=</span> <span class="n">mpl</span><span class="o">.</span><span class="n">colors</span><span class="o">.</span><span class="n">BoundaryNorm</span><span class="p">(</span><span class="n">bounds</span><span class="p">,</span> <span class="n">YlGnBu_discrete7</span><span class="o">.</span><span class="n">N</span><span class="p">)</span>
+
+    <span class="c1"># Plot the turbine availability</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">imshow</span><span class="p">(</span>
+        <span class="n">turbines</span><span class="p">,</span> <span class="n">aspect</span><span class="o">=</span><span class="s2">&quot;auto&quot;</span><span class="p">,</span> <span class="n">cmap</span><span class="o">=</span><span class="n">YlGnBu_discrete7</span><span class="p">,</span> <span class="n">norm</span><span class="o">=</span><span class="n">norm</span><span class="p">,</span> <span class="n">interpolation</span><span class="o">=</span><span class="s2">&quot;none&quot;</span>
+    <span class="p">)</span>
+
+    <span class="c1"># Format the y-axis</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_yticks</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">x_ix</span><span class="p">)))</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_yticklabels</span><span class="p">(</span><span class="n">x_ix</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_ylim</span><span class="p">(</span><span class="o">-</span><span class="mf">0.5</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">x_ix</span><span class="p">)</span> <span class="o">-</span> <span class="mf">0.5</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">hlines</span><span class="p">(</span>
+        <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">x_ix</span><span class="p">))</span> <span class="o">+</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="n">env_time</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span>
+        <span class="n">env_time</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span>
+        <span class="n">color</span><span class="o">=</span><span class="s2">&quot;white&quot;</span><span class="p">,</span>
+        <span class="n">linewidth</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+    <span class="p">)</span>
+
+    <span class="c1"># Create the major x-tick data</span>
+    <span class="n">env_dt_yr</span> <span class="o">=</span> <span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">year</span>
+    <span class="n">ix</span> <span class="o">=</span> <span class="o">~</span><span class="n">env_dt_yr</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span>
+    <span class="n">x_major_ticks</span> <span class="o">=</span> <span class="n">env_dt_yr</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
+    <span class="n">x_major_ticklabels</span> <span class="o">=</span> <span class="n">env_dt_yr</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix</span><span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
+
+    <span class="c1"># Create the minor x-tick data</span>
+    <span class="n">env_datetime_df</span> <span class="o">=</span> <span class="n">env_datetime</span><span class="o">.</span><span class="n">to_frame</span><span class="p">()</span>
+    <span class="n">env_datetime_df</span><span class="p">[</span><span class="s2">&quot;month&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">env_datetime_df</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">month</span>
+    <span class="n">env_datetime_df</span><span class="p">[</span><span class="s2">&quot;month_year&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DatetimeIndex</span><span class="p">(</span>
+        <span class="n">env_datetime_df</span><span class="o">.</span><span class="n">env_datetime</span>
+    <span class="p">)</span><span class="o">.</span><span class="n">to_period</span><span class="p">(</span><span class="s2">&quot;m&quot;</span><span class="p">)</span>
+    <span class="n">ix</span> <span class="o">=</span> <span class="o">~</span><span class="n">env_datetime_df</span><span class="o">.</span><span class="n">month_year</span><span class="o">.</span><span class="n">duplicated</span><span class="p">()</span> <span class="o">&amp;</span> <span class="p">(</span>
+        <span class="n">env_datetime_df</span><span class="o">.</span><span class="n">month</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="mi">4</span><span class="p">,</span> <span class="mi">7</span><span class="p">,</span> <span class="mi">10</span><span class="p">))</span>
+    <span class="p">)</span>
+    <span class="n">x_minor_ticks</span> <span class="o">=</span> <span class="n">env_datetime_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix</span><span class="p">]</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">values</span>
+    <span class="n">x_minor_ticklabels</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="s2">&quot;&quot;</span> <span class="k">if</span> <span class="n">x</span> <span class="o">==</span> <span class="s2">&quot;Jul&quot;</span> <span class="k">else</span> <span class="n">x</span>
+        <span class="k">for</span> <span class="n">x</span> <span class="ow">in</span> <span class="n">env_datetime_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">ix</span><span class="p">]</span><span class="o">.</span><span class="n">env_datetime</span><span class="o">.</span><span class="n">dt</span><span class="o">.</span><span class="n">strftime</span><span class="p">(</span><span class="s2">&quot;%b&quot;</span><span class="p">)</span>
+    <span class="p">]</span>
+
+    <span class="c1"># Set the x-ticks</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">x_major_ticks</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">x_major_ticklabels</span><span class="p">)</span>
+    <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">ax</span><span class="o">.</span><span class="n">get_xticklabels</span><span class="p">():</span>
+        <span class="n">t</span><span class="o">.</span><span class="n">set_y</span><span class="p">(</span><span class="o">-</span><span class="mf">0.05</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticks</span><span class="p">(</span><span class="n">x_minor_ticks</span><span class="p">,</span> <span class="n">minor</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">set_xticklabels</span><span class="p">(</span><span class="n">x_minor_ticklabels</span><span class="p">,</span> <span class="n">minor</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=</span><span class="mi">90</span><span class="p">)</span>
+
+    <span class="c1"># Create a color bar legend that is propportionally spaced</span>
+    <span class="n">cbar</span> <span class="o">=</span> <span class="n">ax</span><span class="o">.</span><span class="n">figure</span><span class="o">.</span><span class="n">colorbar</span><span class="p">(</span>
+        <span class="n">mpl</span><span class="o">.</span><span class="n">cm</span><span class="o">.</span><span class="n">ScalarMappable</span><span class="p">(</span><span class="n">cmap</span><span class="o">=</span><span class="n">YlGnBu_discrete7</span><span class="p">,</span> <span class="n">norm</span><span class="o">=</span><span class="n">norm</span><span class="p">),</span>
+        <span class="n">ax</span><span class="o">=</span><span class="n">ax</span><span class="p">,</span>
+        <span class="n">ticks</span><span class="o">=</span><span class="n">bounds</span><span class="p">,</span>
+        <span class="n">spacing</span><span class="o">=</span><span class="s2">&quot;proportional&quot;</span><span class="p">,</span>
+        <span class="nb">format</span><span class="o">=</span><span class="n">mpl</span><span class="o">.</span><span class="n">ticker</span><span class="o">.</span><span class="n">PercentFormatter</span><span class="p">(</span><span class="n">xmax</span><span class="o">=</span><span class="mi">1</span><span class="p">),</span>
+    <span class="p">)</span>
+    <span class="n">cbar</span><span class="o">.</span><span class="n">ax</span><span class="o">.</span><span class="n">set_ylabel</span><span class="p">(</span>
+        <span class="s2">&quot;Availability&quot;</span><span class="p">,</span> <span class="n">rotation</span><span class="o">=-</span><span class="mi">90</span><span class="p">,</span> <span class="n">va</span><span class="o">=</span><span class="s2">&quot;bottom&quot;</span><span class="p">,</span> <span class="n">fontsize</span><span class="o">=</span><span class="n">cbar_label_fontsize</span>
+    <span class="p">)</span>
+
+    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="s2">&quot;x&quot;</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;major&quot;</span><span class="p">)</span>
+    <span class="n">ax</span><span class="o">.</span><span class="n">grid</span><span class="p">(</span><span class="n">alpha</span><span class="o">=</span><span class="mf">0.7</span><span class="p">,</span> <span class="n">axis</span><span class="o">=</span><span class="s2">&quot;x&quot;</span><span class="p">,</span> <span class="n">which</span><span class="o">=</span><span class="s2">&quot;minor&quot;</span><span class="p">)</span>
+
+    <span class="n">fig</span><span class="o">.</span><span class="n">tight_layout</span><span class="p">()</span>
+    <span class="k">if</span> <span class="n">return_fig</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">fig</span><span class="p">,</span> <span class="n">ax</span>
+    <span class="k">return</span> <span class="kc">None</span></div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
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diff --git a/_modules/wombat/utilities/time.html b/_modules/wombat/utilities/time.html
new file mode 100644
index 00000000..eefbf4f3
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@@ -0,0 +1,575 @@
+
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+  <h1>Source code for wombat.utilities.time</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;General methods for time-based calculations.&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">datetime</span>
+
+<span class="kn">from</span> <span class="nn">dateutil.parser</span> <span class="kn">import</span> <span class="n">parse</span>
+
+
+<span class="n">HOURS_IN_DAY</span> <span class="o">=</span> <span class="mi">24</span>
+<span class="n">HOURS_IN_YEAR</span> <span class="o">=</span> <span class="mi">8760</span>
+
+
+<div class="viewcode-block" id="parse_date">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.time.parse_date">[docs]</a>
+<span class="k">def</span> <span class="nf">parse_date</span><span class="p">(</span><span class="n">value</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">|</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span> <span class="o">|</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Thin wrapper for ``dateutil.parser.parse`` that converts string dates and returns</span>
+<span class="sd">    back None or the original value if it&#39;s None or a ``datetime.datetime`` object,</span>
+<span class="sd">    respectively.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    value : str | None | datetime.datetime</span>
+<span class="sd">        A month/date or month-date formatted string to be converted to a</span>
+<span class="sd">        ``datetime.datetime`` object, or ``datetime.datetime`` object, or None.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    datetime.datetime | None</span>
+<span class="sd">        A converted ``datetime.datetime`` object or None.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">value</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="k">return</span> <span class="n">value</span>
+    <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">value</span><span class="p">,</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">):</span>
+        <span class="k">return</span> <span class="n">value</span>
+
+    <span class="c1"># Ensure there is a common comparison year for all datetime values</span>
+    <span class="k">return</span> <span class="n">parse</span><span class="p">(</span><span class="n">value</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">year</span><span class="o">=</span><span class="mi">2022</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="convert_dt_to_hours">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.time.convert_dt_to_hours">[docs]</a>
+<span class="k">def</span> <span class="nf">convert_dt_to_hours</span><span class="p">(</span><span class="n">diff</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Convert a ``datetime.timedelta`` object to number of hours at the seconds</span>
+<span class="sd">    resolution.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    diff : datetime.timedelta</span>
+<span class="sd">        The difference between two ``datetime.datetime`` objects.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    float</span>
+<span class="sd">        Number of hours between to ``datetime.datetime`` objects.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">days</span> <span class="o">=</span> <span class="n">diff</span><span class="o">.</span><span class="n">days</span> <span class="o">*</span> <span class="mi">24</span> <span class="k">if</span> <span class="n">diff</span><span class="o">.</span><span class="n">days</span> <span class="o">&gt;</span> <span class="mi">0</span> <span class="k">else</span> <span class="mi">0</span>
+    <span class="n">seconds</span> <span class="o">=</span> <span class="n">diff</span><span class="o">.</span><span class="n">seconds</span> <span class="o">/</span> <span class="mi">60</span> <span class="o">/</span> <span class="mi">60</span>
+    <span class="k">return</span> <span class="n">days</span> <span class="o">+</span> <span class="n">seconds</span></div>
+
+
+
+<div class="viewcode-block" id="hours_until_future_hour">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.time.hours_until_future_hour">[docs]</a>
+<span class="k">def</span> <span class="nf">hours_until_future_hour</span><span class="p">(</span><span class="n">dt</span><span class="p">:</span> <span class="n">datetime</span><span class="o">.</span><span class="n">datetime</span><span class="p">,</span> <span class="n">hour</span><span class="p">:</span> <span class="nb">int</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Number of hours until a future hour in the same day for ``hour`` &lt;= 24,</span>
+<span class="sd">    otherwise, it is the number of hours until a time in the proceeding days.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    dt : datetime.datetime</span>
+<span class="sd">        Focal datetime.</span>
+<span class="sd">    hour : int</span>
+<span class="sd">        Hour that is later in the day, in 24 hour time.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    float</span>
+<span class="sd">        Number of hours between the two times.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="n">hour</span> <span class="o">&gt;=</span> <span class="mi">24</span><span class="p">:</span>
+        <span class="n">days</span><span class="p">,</span> <span class="n">hour</span> <span class="o">=</span> <span class="nb">divmod</span><span class="p">(</span><span class="n">hour</span><span class="p">,</span> <span class="mi">24</span><span class="p">)</span>
+
+        <span class="c1"># Convert to python int</span>
+        <span class="n">days</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">days</span><span class="p">)</span>
+        <span class="n">hour</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">hour</span><span class="p">)</span>
+
+        <span class="n">new_dt</span> <span class="o">=</span> <span class="n">dt</span> <span class="o">+</span> <span class="n">datetime</span><span class="o">.</span><span class="n">timedelta</span><span class="p">(</span><span class="n">days</span><span class="o">=</span><span class="n">days</span><span class="p">)</span>
+        <span class="n">new_dt</span> <span class="o">=</span> <span class="n">new_dt</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">hour</span><span class="o">=</span><span class="n">hour</span><span class="p">,</span> <span class="n">minute</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">second</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="k">else</span><span class="p">:</span>
+        <span class="n">new_dt</span> <span class="o">=</span> <span class="n">dt</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="n">hour</span><span class="o">=</span><span class="n">hour</span><span class="p">,</span> <span class="n">minute</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">second</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
+    <span class="n">diff</span> <span class="o">=</span> <span class="n">new_dt</span> <span class="o">-</span> <span class="n">dt</span>
+    <span class="k">return</span> <span class="n">convert_dt_to_hours</span><span class="p">(</span><span class="n">diff</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="check_working_hours">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.time.check_working_hours">[docs]</a>
+<span class="k">def</span> <span class="nf">check_working_hours</span><span class="p">(</span>
+    <span class="n">env_start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">env_end</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">workday_start</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">workday_end</span><span class="p">:</span> <span class="nb">int</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">int</span><span class="p">,</span> <span class="nb">int</span><span class="p">]:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Checks the working hours of a port or servicing equipment, and overrides a</span>
+<span class="sd">    default (-1) to the environment&#39;s settings, otherwise returns back the input hours.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    env_start : int</span>
+<span class="sd">        The starting hour for the environment&#39;s shift</span>
+<span class="sd">    env_end : int</span>
+<span class="sd">        The ending hour for the environment&#39;s shift</span>
+<span class="sd">    workday_start : int</span>
+<span class="sd">        The starting hour to be checked.</span>
+<span class="sd">    workday_end : int</span>
+<span class="sd">        The ending hour to be checked.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    tuple[int, int]</span>
+<span class="sd">        The starting and ending hour to be applied back to the port or servicing</span>
+<span class="sd">        equipment.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">start_is_invalid</span> <span class="o">=</span> <span class="n">workday_start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span>
+    <span class="n">end_is_invalid</span> <span class="o">=</span> <span class="n">workday_end</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span>
+
+    <span class="n">start</span> <span class="o">=</span> <span class="n">env_start</span> <span class="k">if</span> <span class="n">start_is_invalid</span> <span class="k">else</span> <span class="n">workday_start</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">env_end</span> <span class="k">if</span> <span class="n">end_is_invalid</span> <span class="k">else</span> <span class="n">workday_end</span>
+
+    <span class="k">return</span> <span class="n">start</span><span class="p">,</span> <span class="n">end</span></div>
+
+
+
+<div class="viewcode-block" id="calculate_cost">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.time.calculate_cost">[docs]</a>
+<span class="k">def</span> <span class="nf">calculate_cost</span><span class="p">(</span>
+    <span class="n">duration</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span><span class="p">,</span> <span class="n">rate</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span> <span class="n">n_rate</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">1</span><span class="p">,</span> <span class="n">daily_rate</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Calculates the equipment cost, or labor cost for either salaried or hourly</span>
+<span class="sd">    employees.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    duration : int | float</span>
+<span class="sd">        Length of time, in hours.</span>
+<span class="sd">    rate : float</span>
+<span class="sd">        The labor or equipment rate, in $USD/hour.</span>
+<span class="sd">    n_rate : int</span>
+<span class="sd">        Total number of of the rate to be applied, more than one if``rate`` is broken</span>
+<span class="sd">        down by number of individual laborers (if rate is a labor rate), by default 1.</span>
+<span class="sd">    daily_rate : bool, optional</span>
+<span class="sd">        Indicator for if the ``rate`` is a daily rate (True), or hourly rate (False), by</span>
+<span class="sd">        default False.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    float</span>
+<span class="sd">        The total cost of the labor performed.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">multiplier</span> <span class="o">=</span> <span class="n">duration</span> <span class="o">/</span> <span class="n">HOURS_IN_DAY</span> <span class="k">if</span> <span class="n">daily_rate</span> <span class="k">else</span> <span class="n">duration</span>
+    <span class="k">return</span> <span class="n">multiplier</span> <span class="o">*</span> <span class="n">rate</span> <span class="o">*</span> <span class="n">n_rate</span></div>
+
+</pre></div>
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+  <h1>Source code for wombat.utilities.utilities</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Provides various utility functions that don&#39;t fit within a common theme.&quot;&quot;&quot;</span>
+
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">re</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Callable</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+
+<span class="k">try</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">cache</span>  <span class="c1"># type: ignore</span>
+<span class="k">except</span> <span class="ne">ImportError</span><span class="p">:</span>
+    <span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">lru_cache</span>
+
+    <span class="n">cache</span> <span class="o">=</span> <span class="n">lru_cache</span><span class="p">(</span><span class="kc">None</span><span class="p">)</span>
+
+
+<span class="c1"># Don&#39;t repeat the most common inputs that occur when there are no state changes, but</span>
+<span class="c1"># the result is needed again for logging</span>
+<div class="viewcode-block" id="_mean">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.utilities._mean">[docs]</a>
+<span class="nd">@cache</span>
+<span class="k">def</span> <span class="nf">_mean</span><span class="p">(</span><span class="o">*</span><span class="n">args</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Multiplies two numbers. Used for a reduce operation.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    args : int | float</span>
+<span class="sd">        The values to compute the mean over</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    float</span>
+<span class="sd">        The average of the values provided</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">args</span><span class="p">)</span></div>
+
+
+
+<div class="viewcode-block" id="create_variable_from_string">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.utilities.create_variable_from_string">[docs]</a>
+<span class="k">def</span> <span class="nf">create_variable_from_string</span><span class="p">(</span><span class="n">string</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Creates a valid Python variable style string from a passed string.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    string : str</span>
+<span class="sd">        The string to convert into a Python-friendly variable name.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">    str</span>
+<span class="sd">        A Python-valid variable name.</span>
+
+<span class="sd">    Examples</span>
+<span class="sd">    --------</span>
+<span class="sd">    &gt;&gt;&gt; example_string = &quot;*Electrical!*_ _System$*_&quot;</span>
+<span class="sd">    &gt;&gt;&gt; print(create_variable_from_string(example_string))</span>
+<span class="sd">    &#39;electrical_system&#39;</span>
+
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="n">new_string</span> <span class="o">=</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span>
+        <span class="s2">&quot;[^0-9a-zA-Z]+&quot;</span><span class="p">,</span>
+        <span class="s2">&quot;_&quot;</span><span class="p">,</span>
+        <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="sa">r</span><span class="s2">&quot;^\W+&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="s2">&quot;[^a-zA-Z]+$&quot;</span><span class="p">,</span> <span class="s2">&quot;&quot;</span><span class="p">,</span> <span class="n">string</span><span class="p">)),</span>  <span class="c1"># noqa: disable=W605</span>
+    <span class="p">)</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span>
+    <span class="k">return</span> <span class="n">new_string</span></div>
+
+
+
+<div class="viewcode-block" id="IEC_power_curve">
+<a class="viewcode-back" href="../../../API/utilities.html#wombat.utilities.utilities.IEC_power_curve">[docs]</a>
+<span class="k">def</span> <span class="nf">IEC_power_curve</span><span class="p">(</span>
+    <span class="n">windspeed_column</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span>
+    <span class="n">power_column</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span> <span class="o">|</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">,</span>
+    <span class="n">bin_width</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.5</span><span class="p">,</span>
+    <span class="n">windspeed_start</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.0</span><span class="p">,</span>
+    <span class="n">windspeed_end</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">30.0</span><span class="p">,</span>
+<span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Callable</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Direct copyfrom OpenOA:</span>
+<span class="sd">    https://github.com/NREL/OpenOA/blob/main/operational_analysis/toolkits/power_curve/functions.py#L16-L57</span>
+<span class="sd">    Use IEC 61400-12-1-2 method for creating wind-speed binned power curve.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">        windspeed_column : np.ndarray | pandas.Series</span>
+<span class="sd">            The power curve&#39;s windspeed values, in m/s.</span>
+<span class="sd">        power_column : np.ndarray | pandas.Series</span>
+<span class="sd">            The power curve&#39;s output power values, in kW.</span>
+<span class="sd">        bin_width : float</span>
+<span class="sd">            Width of windspeed bin, default is 0.5 m/s according to standard, by default</span>
+<span class="sd">            0.5.</span>
+<span class="sd">        windspeed_start : float</span>
+<span class="sd">            Left edge of first windspeed bin, where all proceeding values will be 0.0,</span>
+<span class="sd">            by default 0.0.</span>
+<span class="sd">        windspeed_end : float</span>
+<span class="sd">            Right edge of last windspeed bin, where all following values will be 0.0, by</span>
+<span class="sd">            default 30.0.</span>
+
+<span class="sd">    Returns</span>
+<span class="sd">    -------</span>
+<span class="sd">        Callable</span>
+<span class="sd">            Python function of the power curve, of type (Array[float] -&gt; Array[float]),</span>
+<span class="sd">            that maps input windspeed value(s) to ouptut power value(s).</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">windspeed_column</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">):</span>
+        <span class="n">windspeed_column</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">windspeed_column</span><span class="p">)</span>
+    <span class="k">if</span> <span class="ow">not</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">power_column</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">):</span>
+        <span class="n">power_column</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">power_column</span><span class="p">)</span>
+
+    <span class="c1"># Set up evenly spaced bins of fixed width, with np.inf for any value over the max</span>
+    <span class="n">n_bins</span> <span class="o">=</span> <span class="nb">int</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">ceil</span><span class="p">((</span><span class="n">windspeed_end</span> <span class="o">-</span> <span class="n">windspeed_start</span><span class="p">)</span> <span class="o">/</span> <span class="n">bin_width</span><span class="p">))</span> <span class="o">+</span> <span class="mi">1</span>
+    <span class="n">bins</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">linspace</span><span class="p">(</span><span class="n">windspeed_start</span><span class="p">,</span> <span class="n">windspeed_end</span><span class="p">,</span> <span class="n">n_bins</span><span class="p">),</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">inf</span><span class="p">])</span>
+
+    <span class="c1"># Initialize an array which will hold the mean values of each bin</span>
+    <span class="n">P_bin</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">(</span><span class="nb">len</span><span class="p">(</span><span class="n">bins</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">)</span> <span class="o">*</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span>
+
+    <span class="c1"># Compute the mean of each bin and set corresponding P_bin</span>
+    <span class="k">for</span> <span class="n">ibin</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">bins</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">):</span>
+        <span class="n">indices</span> <span class="o">=</span> <span class="p">(</span><span class="n">windspeed_column</span> <span class="o">&gt;=</span> <span class="n">bins</span><span class="p">[</span><span class="n">ibin</span><span class="p">])</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">windspeed_column</span> <span class="o">&lt;</span> <span class="n">bins</span><span class="p">[</span><span class="n">ibin</span> <span class="o">+</span> <span class="mi">1</span><span class="p">])</span>
+        <span class="n">P_bin</span><span class="p">[</span><span class="n">ibin</span><span class="p">]</span> <span class="o">=</span> <span class="n">power_column</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">indices</span><span class="p">]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+
+    <span class="c1"># Linearly interpolate any missing bins</span>
+    <span class="n">P_bin</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="n">P_bin</span><span class="p">)</span><span class="o">.</span><span class="n">interpolate</span><span class="p">(</span><span class="n">method</span><span class="o">=</span><span class="s2">&quot;linear&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">bfill</span><span class="p">()</span><span class="o">.</span><span class="n">values</span>
+
+    <span class="c1"># Create a closure over the computed bins which computes the power curve value for</span>
+    <span class="c1"># arbitrary array-like input</span>
+    <span class="k">def</span> <span class="nf">pc_iec</span><span class="p">(</span><span class="n">x</span><span class="p">):</span>
+        <span class="n">P</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">shape</span><span class="p">(</span><span class="n">x</span><span class="p">))</span>
+        <span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">bins</span><span class="p">)</span> <span class="o">-</span> <span class="mi">1</span><span class="p">):</span>
+            <span class="n">idx</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">where</span><span class="p">((</span><span class="n">x</span> <span class="o">&gt;=</span> <span class="n">bins</span><span class="p">[</span><span class="n">i</span><span class="p">])</span> <span class="o">&amp;</span> <span class="p">(</span><span class="n">x</span> <span class="o">&lt;</span> <span class="n">bins</span><span class="p">[</span><span class="n">i</span> <span class="o">+</span> <span class="mi">1</span><span class="p">]))</span>
+            <span class="n">P</span><span class="p">[</span><span class="n">idx</span><span class="p">]</span> <span class="o">=</span> <span class="n">P_bin</span><span class="p">[</span><span class="n">i</span><span class="p">]</span>
+        <span class="n">cutoff_idx</span> <span class="o">=</span> <span class="p">(</span><span class="n">x</span> <span class="o">&lt;</span> <span class="n">windspeed_start</span><span class="p">)</span> <span class="o">|</span> <span class="p">(</span><span class="n">x</span> <span class="o">&gt;</span> <span class="n">windspeed_end</span><span class="p">)</span>
+        <span class="n">P</span><span class="p">[</span><span class="n">cutoff_idx</span><span class="p">]</span> <span class="o">=</span> <span class="mf">0.0</span>
+        <span class="k">return</span> <span class="n">P</span>
+
+    <span class="k">return</span> <span class="n">pc_iec</span></div>
+
+</pre></div>
+
+                </article>
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+  <h1>Source code for wombat.windfarm.system.cable</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;&quot;Defines the Cable class and cable simulations.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span>
+<span class="kn">from</span> <span class="nn">itertools</span> <span class="kn">import</span> <span class="n">zip_longest</span>
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Generator</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">simpy</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Failure</span><span class="p">,</span>
+    <span class="n">Maintenance</span><span class="p">,</span>
+    <span class="n">RepairRequest</span><span class="p">,</span>
+    <span class="n">SubassemblyData</span><span class="p">,</span>
+    <span class="n">WombatEnvironment</span><span class="p">,</span>
+<span class="p">)</span>
+
+
+<div class="viewcode-block" id="Cable">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable">[docs]</a>
+<span class="k">class</span> <span class="nc">Cable</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The cable system/asset class.</span>
+
+<span class="sd">    Parameters</span>
+<span class="sd">    ----------</span>
+<span class="sd">    windfarm : ``wombat.windfarm.Windfarm``</span>
+<span class="sd">        The ``Windfarm`` object.</span>
+<span class="sd">    env : WombatEnvironment</span>
+<span class="sd">        The simulation environment.</span>
+<span class="sd">    cable_id : str</span>
+<span class="sd">        The unique identifier for the cable.</span>
+<span class="sd">    connection_type : str</span>
+<span class="sd">        The type of cable. Must be one of &quot;array&quot; or &quot;export&quot;.</span>
+<span class="sd">    start_node : str</span>
+<span class="sd">        The starting point (``system.id``) (turbine or substation) of the cable segment.</span>
+<span class="sd">    cable_data : dict</span>
+<span class="sd">        The dictionary defining the cable segment.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">windfarm</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">connection_type</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">start_node</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">end_node</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">cable_data</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span>
+        <span class="n">name</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initializes the ``Cable`` class.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        windfarm : ``wombat.windfarm.Windfarm``</span>
+<span class="sd">            The ``Windfarm`` object.</span>
+<span class="sd">        env : WombatEnvironment</span>
+<span class="sd">            The simulation environment.</span>
+<span class="sd">        connection_type : str</span>
+<span class="sd">            One of &quot;export&quot; or &quot;array&quot;.</span>
+<span class="sd">        cable_id : str</span>
+<span class="sd">            The unique identifier for the cable.</span>
+<span class="sd">        start_node : str</span>
+<span class="sd">            The starting point (``system.id``) (turbine or substation) of the cable</span>
+<span class="sd">            segment.</span>
+<span class="sd">        end_node : str</span>
+<span class="sd">            The ending point (``system.id``) (turbine or substation) of the cable</span>
+<span class="sd">            segment.</span>
+<span class="sd">        cable_data : dict</span>
+<span class="sd">            The dictionary defining the cable segment.</span>
+<span class="sd">        name : str | None</span>
+<span class="sd">            The name of the cable to use during logging.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span> <span class="o">=</span> <span class="n">windfarm</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">=</span> <span class="n">connection_type</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">start_node</span> <span class="o">=</span> <span class="n">start_node</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">end_node</span> <span class="o">=</span> <span class="n">end_node</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">&quot;cable::</span><span class="si">{</span><span class="n">start_node</span><span class="si">}</span><span class="s2">::</span><span class="si">{</span><span class="n">end_node</span><span class="si">}</span><span class="s2">&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system</span> <span class="o">=</span> <span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">start_node</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_type</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;array&quot;</span><span class="p">,</span> <span class="s2">&quot;export&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="sa">f</span><span class="s2">&quot;Input to `connection_type` for </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2"> must be one of &#39;array&#39;&quot;</span>
+                <span class="s2">&quot; or &#39;export&#39;.&quot;</span>
+            <span class="p">)</span>
+
+        <span class="n">cable_data</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="o">**</span><span class="n">cable_data</span><span class="p">,</span>
+            <span class="s2">&quot;system_value&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
+            <span class="s2">&quot;rng&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">SubassemblyData</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">cable_data</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">name</span> <span class="k">if</span> <span class="n">name</span> <span class="ow">is</span> <span class="kc">None</span> <span class="k">else</span> <span class="n">name</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="mf">1.0</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing_queue</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">downstream_failure</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">broken</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+
+        <span class="c1"># Ensure events start as processed and inactive</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing_queue</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">downstream_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+
+        <span class="c1"># TODO: need to get the time scale of a distribution like this</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">processes</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_create_processes</span><span class="p">())</span>
+
+<div class="viewcode-block" id="Cable.set_string_details">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.set_string_details">[docs]</a>
+    <span class="k">def</span> <span class="nf">set_string_details</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">start_node</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">substation</span><span class="p">:</span> <span class="nb">str</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Sets the starting turbine for the string to be used for traversing the</span>
+<span class="sd">        correct upstream connections when resetting after a failure.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        start_node : str</span>
+<span class="sd">            The ``System.id`` for the starting turbine on a string.</span>
+<span class="sd">        substation : str</span>
+<span class="sd">            The ``System.id`` for the string&#39;s connecting substation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">string_start</span> <span class="o">=</span> <span class="n">start_node</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">substation</span> <span class="o">=</span> <span class="n">substation</span></div>
+
+
+<div class="viewcode-block" id="Cable.finish_setup">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.finish_setup">[docs]</a>
+    <span class="k">def</span> <span class="nf">finish_setup</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the ``upstream_nodes`` and ``upstream_cables`` attributes for use by</span>
+<span class="sd">        the cable when triggering usptream failures and resetting them after the repair</span>
+<span class="sd">        is complete.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">wf_map</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">wind_farm_map</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">==</span> <span class="s2">&quot;array&quot;</span><span class="p">:</span>
+            <span class="n">turbines</span> <span class="o">=</span> <span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">end_node</span><span class="p">]</span>
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_node</span> <span class="o">==</span> <span class="bp">self</span><span class="o">.</span><span class="n">string_start</span><span class="p">:</span>
+                <span class="n">_turbines</span><span class="p">,</span> <span class="n">cables</span> <span class="o">=</span> <span class="n">wf_map</span><span class="o">.</span><span class="n">get_upstream_connections</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">substation</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">string_start</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">string_start</span>
+                <span class="p">)</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">_turbines</span><span class="p">,</span> <span class="n">cables</span> <span class="o">=</span> <span class="n">wf_map</span><span class="o">.</span><span class="n">get_upstream_connections</span><span class="p">(</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">substation</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">string_start</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">end_node</span>
+                <span class="p">)</span>
+            <span class="n">turbines</span><span class="o">.</span><span class="n">extend</span><span class="p">(</span><span class="n">_turbines</span><span class="p">)</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">==</span> <span class="s2">&quot;export&quot;</span><span class="p">:</span>
+            <span class="n">turbines</span><span class="p">,</span> <span class="n">cables</span> <span class="o">=</span> <span class="n">wf_map</span><span class="o">.</span><span class="n">get_upstream_connections_from_substation</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">substation</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">upstream_nodes</span> <span class="o">=</span> <span class="n">turbines</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">upstream_cables</span> <span class="o">=</span> <span class="n">cables</span></div>
+
+
+<div class="viewcode-block" id="Cable._create_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable._create_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the processes for each of the failure and maintenance types.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Tuple[Union[str, int], simpy.events.Process]</span>
+<span class="sd">            Creates a dictionary to keep track of the running processes within the</span>
+<span class="sd">            subassembly.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">failure</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">failures</span><span class="p">:</span>
+            <span class="n">desc</span> <span class="o">=</span> <span class="n">failure</span><span class="o">.</span><span class="n">description</span>
+            <span class="k">yield</span> <span class="n">desc</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_single_failure</span><span class="p">(</span><span class="n">failure</span><span class="p">))</span>
+
+        <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">maintenance</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">maintenance</span><span class="p">):</span>
+            <span class="n">desc</span> <span class="o">=</span> <span class="n">maintenance</span><span class="o">.</span><span class="n">description</span>
+            <span class="k">yield</span> <span class="n">desc</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_single_maintenance</span><span class="p">(</span><span class="n">maintenance</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="Cable.recreate_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.recreate_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">recreate_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;If a cable is being reset after a replacement, then all processes are</span>
+<span class="sd">        assumed to be reset to 0, and not pick back up where they left off.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">processes</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_create_processes</span><span class="p">())</span></div>
+
+
+<div class="viewcode-block" id="Cable.interrupt_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.interrupt_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Interrupts all of the running processes within the subassembly except for the</span>
+<span class="sd">        process associated with failure that triggers the catastrophic failure.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        subassembly : Subassembly</span>
+<span class="sd">            The subassembly that should have all processes interrupted.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">process</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">processes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="k">try</span><span class="p">:</span>
+                <span class="n">process</span><span class="o">.</span><span class="n">interrupt</span><span class="p">()</span>
+            <span class="k">except</span> <span class="ne">RuntimeError</span><span class="p">:</span>
+                <span class="c1"># This error occurs for the process halting all other processes.</span>
+                <span class="k">pass</span></div>
+
+
+<div class="viewcode-block" id="Cable.interrupt_all_subassembly_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_all_subassembly_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Thin wrapper for ``interrupt_processes`` for consistent usage with system.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">interrupt_processes</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Cable.stop_all_upstream_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">stop_all_upstream_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">failure</span><span class="p">:</span> <span class="n">Failure</span> <span class="o">|</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Stops all upstream turbines and cables from producing power by creating a</span>
+<span class="sd">        ``env.event()`` for each ``System.cable_failure`` and</span>
+<span class="sd">        ``Cable.downstream_failure``, respectively. In the case of an export cable, each</span>
+<span class="sd">        string is traversed to stop the substation and upstream turbines and cables.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        failure : Failre</span>
+<span class="sd">            The ``Failure`` that is causing a string shutdown.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">shared_logging</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;agent&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="s2">&quot;action&quot;</span><span class="p">:</span> <span class="s2">&quot;repair request&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;reason&quot;</span><span class="p">:</span> <span class="n">failure</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="s2">&quot;additional&quot;</span><span class="p">:</span> <span class="s2">&quot;downstream cable failure&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;request_id&quot;</span><span class="p">:</span> <span class="n">failure</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="n">upstream_nodes</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">upstream_nodes</span>
+        <span class="n">upstream_cables</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">upstream_cables</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">connection_type</span> <span class="o">==</span> <span class="s2">&quot;export&quot;</span><span class="p">:</span>
+            <span class="c1"># Flatten the list of lists for shutting down the upstream connections</span>
+            <span class="n">upstream_nodes</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">string</span> <span class="ow">in</span> <span class="n">upstream_nodes</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">string</span><span class="p">]</span>
+            <span class="n">upstream_cables</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">string</span> <span class="ow">in</span> <span class="n">upstream_cables</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">string</span><span class="p">]</span>
+
+            <span class="c1"># Turn off the subation</span>
+            <span class="n">substation</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">end_node</span><span class="p">)</span>
+            <span class="n">substation</span><span class="o">.</span><span class="n">cable_failure</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="n">substation</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">end_node</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">substation</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">substation</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span>
+
+        <span class="k">for</span> <span class="n">t_id</span><span class="p">,</span> <span class="n">c_id</span> <span class="ow">in</span> <span class="n">zip_longest</span><span class="p">(</span><span class="n">upstream_nodes</span><span class="p">,</span> <span class="n">upstream_cables</span><span class="p">,</span> <span class="n">fillvalue</span><span class="o">=</span><span class="kc">None</span><span class="p">):</span>
+            <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">t_id</span><span class="p">,</span> <span class="nb">str</span><span class="p">)</span>
+            <span class="n">turbine</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t_id</span><span class="p">)</span>
+            <span class="n">turbine</span><span class="o">.</span><span class="n">cable_failure</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="n">turbine</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="n">t_id</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">turbine</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">turbine</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span>
+
+            <span class="c1"># If at the end of the string, skip any operations on non-existent cables</span>
+            <span class="k">if</span> <span class="n">c_id</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">continue</span>
+            <span class="n">cable</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">windfarm</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">c_id</span><span class="p">)</span>
+            <span class="n">cable</span><span class="o">.</span><span class="n">downstream_failure</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="n">cable</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+                <span class="n">system_id</span><span class="o">=</span><span class="n">c_id</span><span class="p">,</span>
+                <span class="n">system_name</span><span class="o">=</span><span class="n">cable</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">part_id</span><span class="o">=</span><span class="n">c_id</span><span class="p">,</span>
+                <span class="n">part_name</span><span class="o">=</span><span class="n">cable</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+                <span class="n">system_ol</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">nan</span><span class="p">,</span>
+                <span class="n">part_ol</span><span class="o">=</span><span class="n">cable</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+                <span class="o">**</span><span class="n">shared_logging</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Cable.trigger_request">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.trigger_request">[docs]</a>
+    <span class="k">def</span> <span class="nf">trigger_request</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">action</span><span class="p">:</span> <span class="n">Maintenance</span> <span class="o">|</span> <span class="n">Failure</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Triggers the actual repair or maintenance logic for a failure or maintenance</span>
+<span class="sd">        event, respectively.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        action : Maintenance | Failure</span>
+<span class="sd">            The maintenance or failure event that triggers a ``RepairRequest``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">which</span> <span class="o">=</span> <span class="s2">&quot;maintenance&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">action</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="k">else</span> <span class="s2">&quot;repair&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">*=</span> <span class="mi">1</span> <span class="o">-</span> <span class="n">action</span><span class="o">.</span><span class="n">operation_reduction</span>
+
+        <span class="c1"># Automatically submit a repair request</span>
+        <span class="c1"># NOTE: mypy is not caught up with attrs yet :(</span>
+        <span class="n">repair_request</span> <span class="o">=</span> <span class="n">RepairRequest</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">subassembly_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">subassembly_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">severity_level</span><span class="o">=</span><span class="n">action</span><span class="o">.</span><span class="n">level</span><span class="p">,</span>
+            <span class="n">details</span><span class="o">=</span><span class="n">action</span><span class="p">,</span>
+            <span class="n">cable</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span>
+            <span class="n">upstream_turbines</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">upstream_nodes</span><span class="p">,</span>
+            <span class="n">upstream_cables</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">upstream_cables</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">repair_request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">register_request</span><span class="p">(</span><span class="n">repair_request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">part_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">part_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">system_ol</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">part_ol</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2"> request&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="n">action</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;severity level </span><span class="si">{</span><span class="n">action</span><span class="o">.</span><span class="n">level</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
+            <span class="n">request_id</span><span class="o">=</span><span class="n">repair_request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="k">if</span> <span class="n">action</span><span class="o">.</span><span class="n">operation_reduction</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">broken</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">stop_all_upstream_processes</span><span class="p">(</span><span class="n">action</span><span class="p">)</span>
+
+        <span class="c1"># Remove previously submitted requests as a replacement is required</span>
+        <span class="k">if</span> <span class="n">action</span><span class="o">.</span><span class="n">replacement</span><span class="p">:</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">purge_subassembly_requests</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">exclude</span><span class="o">=</span><span class="p">[</span><span class="n">repair_request</span><span class="o">.</span><span class="n">request_id</span><span class="p">]</span>
+            <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">submit_request</span><span class="p">(</span><span class="n">repair_request</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Cable.run_single_maintenance">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.run_single_maintenance">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_single_maintenance</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">maintenance</span><span class="p">:</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs a process to trigger one type of maintenance request throughout the</span>
+<span class="sd">        simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        maintenance : Maintenance</span>
+<span class="sd">            A maintenance category.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        simpy.events.Timeout</span>
+<span class="sd">            Time between maintenance requests.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="n">maintenance</span><span class="o">.</span><span class="n">frequency</span>
+            <span class="k">if</span> <span class="n">hours_to_next</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">remainder</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">remainder</span><span class="p">)</span>
+                <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                    <span class="n">remainder</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">while</span> <span class="n">hours_to_next</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="n">start</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>  <span class="c1"># Ensure an interruption before processing is caught</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="c1"># If the replacement has not been completed, then wait</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span> <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">downstream_failure</span> <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span>
+
+                        <span class="n">start</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+                        <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">trigger_request</span><span class="p">(</span><span class="n">maintenance</span><span class="p">)</span>
+                    <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                            <span class="c1"># The subassembly had to restart the maintenance cycle</span>
+                            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="k">else</span><span class="p">:</span>
+                            <span class="c1"># A different process failed, so subtract the elapsed time</span>
+                            <span class="c1"># only if it had started to be processed</span>
+                            <span class="n">hours_to_next</span> <span class="o">-=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">-</span> <span class="n">start</span></div>
+
+
+<div class="viewcode-block" id="Cable.run_single_failure">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.cable.Cable.run_single_failure">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_single_failure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">failure</span><span class="p">:</span> <span class="n">Failure</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs a process to trigger one type of failure repair request throughout the</span>
+<span class="sd">        simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        failure : Failure</span>
+<span class="sd">            A failure classification.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        simpy.events.Timeout</span>
+<span class="sd">            Time between failure events that need to request a repair.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="n">failure</span><span class="o">.</span><span class="n">hours_to_next_failure</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">hours_to_next</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">remainder</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">remainder</span><span class="p">)</span>
+                <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                    <span class="n">remainder</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span>
+                    <span class="k">assert</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">,</span> <span class="p">(</span><span class="nb">int</span><span class="p">,</span> <span class="nb">float</span><span class="p">))</span>  <span class="c1"># mypy helper</span>
+                <span class="k">while</span> <span class="n">hours_to_next</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+                    <span class="n">start</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>  <span class="c1"># Ensure an interruption before processing is caught</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span> <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">downstream_failure</span> <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span>
+
+                        <span class="n">start</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+                        <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">trigger_request</span><span class="p">(</span><span class="n">failure</span><span class="p">)</span>
+                    <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                            <span class="c1"># Restart after fixing</span>
+                            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="k">else</span><span class="p">:</span>
+                            <span class="c1"># A different process failed, so subtract the elapsed time</span>
+                            <span class="c1"># only if it had started to be processed</span>
+                            <span class="n">hours_to_next</span> <span class="o">-=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">-</span> <span class="n">start</span></div>
+</div>
+
+</pre></div>
+
+                </article>
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diff --git a/_modules/wombat/windfarm/system/subassembly.html b/_modules/wombat/windfarm/system/subassembly.html
new file mode 100644
index 00000000..3d5adacb
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@@ -0,0 +1,689 @@
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+  <h1>Source code for wombat.windfarm.system.subassembly</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Provides the Subassembly class.&quot;&quot;&quot;</span>
+
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">collections.abc</span> <span class="kn">import</span> <span class="n">Generator</span>
+
+<span class="kn">import</span> <span class="nn">simpy</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="p">(</span>
+    <span class="n">Failure</span><span class="p">,</span>
+    <span class="n">Maintenance</span><span class="p">,</span>
+    <span class="n">RepairRequest</span><span class="p">,</span>
+    <span class="n">SubassemblyData</span><span class="p">,</span>
+    <span class="n">WombatEnvironment</span><span class="p">,</span>
+<span class="p">)</span>
+
+
+<div class="viewcode-block" id="Subassembly">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly">[docs]</a>
+<span class="k">class</span> <span class="nc">Subassembly</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;A major system composes the turbine or substation objects.&quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">system</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">s_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">subassembly_data</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates a subassembly object that models various maintenance and failure</span>
+<span class="sd">        types.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system : wombat.windfarm.System</span>
+<span class="sd">            The system containing subassembly object(s).</span>
+<span class="sd">        env : WombatEnvironment</span>
+<span class="sd">            The simulation environment.</span>
+<span class="sd">        s_id : str</span>
+<span class="sd">            A unique identifier for the subassembly within the system.</span>
+<span class="sd">        subassembly_data : dict</span>
+<span class="sd">            A dictionary to be passed to ``SubassemblyData`` for creation and</span>
+<span class="sd">            validation.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system</span> <span class="o">=</span> <span class="n">system</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="n">s_id</span>
+
+        <span class="n">subassembly_data</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="o">**</span><span class="n">subassembly_data</span><span class="p">,</span>
+            <span class="s2">&quot;system_value&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">value</span><span class="p">,</span>
+            <span class="s2">&quot;rng&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">random_generator</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">data</span> <span class="o">=</span> <span class="n">SubassemblyData</span><span class="o">.</span><span class="n">from_dict</span><span class="p">(</span><span class="n">subassembly_data</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">name</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">=</span> <span class="mf">1.0</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">broken</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>  <span class="c1"># start the event as inactive</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">processes</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_create_processes</span><span class="p">())</span>
+
+<div class="viewcode-block" id="Subassembly._create_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly._create_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the processes for each of the failure and maintenance types.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        Tuple[Union[str, int], simpy.events.Process]</span>
+<span class="sd">            Creates a dictionary to keep track of the running processes within the</span>
+<span class="sd">            subassembly.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">failure</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">failures</span><span class="p">:</span>
+            <span class="n">level</span> <span class="o">=</span> <span class="n">failure</span><span class="o">.</span><span class="n">level</span>
+            <span class="n">desc</span> <span class="o">=</span> <span class="n">failure</span><span class="o">.</span><span class="n">description</span>
+            <span class="k">yield</span> <span class="p">(</span><span class="n">level</span><span class="p">,</span> <span class="n">desc</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_single_failure</span><span class="p">(</span><span class="n">failure</span><span class="p">))</span>
+
+        <span class="k">for</span> <span class="n">maintenance</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">data</span><span class="o">.</span><span class="n">maintenance</span><span class="p">:</span>
+            <span class="n">desc</span> <span class="o">=</span> <span class="n">maintenance</span><span class="o">.</span><span class="n">description</span>
+            <span class="k">yield</span> <span class="n">desc</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">run_single_maintenance</span><span class="p">(</span><span class="n">maintenance</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.recreate_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.recreate_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">recreate_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;If a turbine is being reset after a tow-to-port repair or replacement, then</span>
+<span class="sd">        all processes are assumed to be reset to 0, and not pick back up where they left</span>
+<span class="sd">        off.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">processes</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_create_processes</span><span class="p">())</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.interrupt_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">origin</span><span class="p">:</span> <span class="n">Subassembly</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Interrupts all of the running processes within the subassembly except for the</span>
+<span class="sd">        process associated with failure that triggers the catastrophic failure.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        origin : Subassembly</span>
+<span class="sd">            The subassembly that triggered the request, if the method call is coming</span>
+<span class="sd">            from a subassembly shutdown event. If provided, and it is the same as the</span>
+<span class="sd">            current subassembly, then a try/except flow is used to ensure the process</span>
+<span class="sd">            that initiated the shutdown is not interrupting itself.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="n">origin</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="nb">id</span><span class="p">(</span><span class="n">origin</span><span class="p">)</span> <span class="o">==</span> <span class="nb">id</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">process</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">processes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">process</span><span class="o">.</span><span class="n">interrupt</span><span class="p">()</span>
+                <span class="k">except</span> <span class="ne">RuntimeError</span><span class="p">:</span>  <span class="c1"># Process initiating process can&#39;t be interrupted</span>
+                    <span class="k">pass</span>
+            <span class="k">return</span>
+
+        <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">process</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">processes</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="n">process</span><span class="o">.</span><span class="n">interrupt</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.interrupt_all_subassembly_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_all_subassembly_processes</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Thin wrapper for ``system.interrupt_all_subassembly_processes``.&quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">(</span><span class="n">origin</span><span class="o">=</span><span class="bp">self</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.trigger_request">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.trigger_request">[docs]</a>
+    <span class="k">def</span> <span class="nf">trigger_request</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">action</span><span class="p">:</span> <span class="n">Maintenance</span> <span class="o">|</span> <span class="n">Failure</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Triggers the actual repair or maintenance logic for a failure or maintenance</span>
+<span class="sd">        event, respectively.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        action : Maintenance | Failure</span>
+<span class="sd">            The maintenance or failure event that triggers a ``RepairRequest``.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">which</span> <span class="o">=</span> <span class="s2">&quot;maintenance&quot;</span> <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">action</span><span class="p">,</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="k">else</span> <span class="s2">&quot;repair&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span> <span class="o">*=</span> <span class="mi">1</span> <span class="o">-</span> <span class="n">action</span><span class="o">.</span><span class="n">operation_reduction</span>
+        <span class="k">if</span> <span class="n">action</span><span class="o">.</span><span class="n">operation_reduction</span> <span class="o">==</span> <span class="mi">1</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">broken</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">interrupt_all_subassembly_processes</span><span class="p">()</span>
+
+        <span class="c1"># Remove previously submitted requests if a replacement is required</span>
+        <span class="k">if</span> <span class="n">action</span><span class="o">.</span><span class="n">replacement</span><span class="p">:</span>
+            <span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">purge_subassembly_requests</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">id</span>
+            <span class="p">)</span>
+
+        <span class="c1"># Automatically submit a repair request</span>
+        <span class="c1"># NOTE: mypy is not caught up with attrs yet :(</span>
+        <span class="n">repair_request</span> <span class="o">=</span> <span class="n">RepairRequest</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">subassembly_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">subassembly_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">severity_level</span><span class="o">=</span><span class="n">action</span><span class="o">.</span><span class="n">level</span><span class="p">,</span>
+            <span class="n">details</span><span class="o">=</span><span class="n">action</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="n">repair_request</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">register_request</span><span class="p">(</span><span class="n">repair_request</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">part_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">part_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">system_ol</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">part_ol</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">which</span><span class="si">}</span><span class="s2"> request&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="n">action</span><span class="o">.</span><span class="n">description</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;severity level </span><span class="si">{</span><span class="n">action</span><span class="o">.</span><span class="n">level</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
+            <span class="n">request_id</span><span class="o">=</span><span class="n">repair_request</span><span class="o">.</span><span class="n">request_id</span><span class="p">,</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">submit_request</span><span class="p">(</span><span class="n">repair_request</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.run_single_maintenance">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_single_maintenance</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">maintenance</span><span class="p">:</span> <span class="n">Maintenance</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs a process to trigger one type of maintenance request throughout the</span>
+<span class="sd">        simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        maintenance : Maintenance</span>
+<span class="sd">            A maintenance category.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        simpy.events. HOURS_IN_DAY</span>
+<span class="sd">            Time between maintenance requests.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="n">maintenance</span><span class="o">.</span><span class="n">frequency</span>
+            <span class="k">if</span> <span class="n">hours_to_next</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">remainder</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">remainder</span><span class="p">)</span>
+                <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                    <span class="n">remainder</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">while</span> <span class="n">hours_to_next</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="n">start</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>  <span class="c1"># Ensure an interruption before processing is caught</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="c1"># Wait until these events are triggered and back to operational</span>
+                        <span class="k">yield</span> <span class="p">(</span>
+                            <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                            <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">cable_failure</span>
+                            <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span>
+                        <span class="p">)</span>
+
+                        <span class="n">start</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+                        <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">trigger_request</span><span class="p">(</span><span class="n">maintenance</span><span class="p">)</span>
+
+                    <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                            <span class="c1"># The subassembly had to restart the maintenance cycle</span>
+                            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="k">else</span><span class="p">:</span>
+                            <span class="c1"># A different process failed, so subtract the elapsed time</span>
+                            <span class="c1"># only if it had started to be processed</span>
+                            <span class="n">hours_to_next</span> <span class="o">-=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">-</span> <span class="n">start</span></div>
+
+
+<div class="viewcode-block" id="Subassembly.run_single_failure">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.run_single_failure">[docs]</a>
+    <span class="k">def</span> <span class="nf">run_single_failure</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">failure</span><span class="p">:</span> <span class="n">Failure</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Generator</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Runs a process to trigger one type of failure repair request throughout the</span>
+<span class="sd">        simulation.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        failure : Failure</span>
+<span class="sd">            A failure classification.</span>
+
+<span class="sd">        Yields</span>
+<span class="sd">        ------</span>
+<span class="sd">        simpy.events. HOURS_IN_DAY</span>
+<span class="sd">            Time between failure events that need to request a repair.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="n">failure</span><span class="o">.</span><span class="n">hours_to_next_failure</span><span class="p">()</span>
+            <span class="k">if</span> <span class="n">hours_to_next</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">remainder</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">max_run_time</span> <span class="o">-</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">remainder</span><span class="p">)</span>
+                <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                    <span class="n">remainder</span> <span class="o">-=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                <span class="k">continue</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="k">while</span> <span class="n">hours_to_next</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>  <span class="c1"># type: ignore</span>
+                    <span class="n">start</span> <span class="o">=</span> <span class="o">-</span><span class="mi">1</span>  <span class="c1"># Ensure an interruption before processing is caught</span>
+                    <span class="k">try</span><span class="p">:</span>
+                        <span class="k">yield</span> <span class="p">(</span>
+                            <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">servicing</span>
+                            <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="o">.</span><span class="n">cable_failure</span>
+                            <span class="o">&amp;</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span>
+                        <span class="p">)</span>
+                        <span class="n">start</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span>
+                        <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">hours_to_next</span><span class="p">)</span>
+                        <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">trigger_request</span><span class="p">(</span><span class="n">failure</span><span class="p">)</span>
+
+                    <span class="k">except</span> <span class="n">simpy</span><span class="o">.</span><span class="n">Interrupt</span><span class="p">:</span>
+                        <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">broken</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+                            <span class="c1"># The subassembly had to be replaced so reset the timing</span>
+                            <span class="n">hours_to_next</span> <span class="o">=</span> <span class="mi">0</span>
+                        <span class="k">else</span><span class="p">:</span>
+                            <span class="c1"># A different process failed, so subtract the elapsed time</span>
+                            <span class="c1"># only if it had started to be processed</span>
+                            <span class="n">hours_to_next</span> <span class="o">-=</span> <span class="mi">0</span> <span class="k">if</span> <span class="n">start</span> <span class="o">==</span> <span class="o">-</span><span class="mi">1</span> <span class="k">else</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span> <span class="o">-</span> <span class="n">start</span></div>
+</div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
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diff --git a/_modules/wombat/windfarm/system/system.html b/_modules/wombat/windfarm/system/system.html
new file mode 100644
index 00000000..b54d8774
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@@ -0,0 +1,654 @@
+
+<!DOCTYPE html>
+
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+  <h1>Source code for wombat.windfarm.system.system</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Creates the Turbine class.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Callable</span>
+<span class="kn">from</span> <span class="nn">operator</span> <span class="kn">import</span> <span class="n">mul</span>
+<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">reduce</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">RepairManager</span><span class="p">,</span> <span class="n">WombatEnvironment</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities</span> <span class="kn">import</span> <span class="n">IEC_power_curve</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm.system</span> <span class="kn">import</span> <span class="n">Subassembly</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities.utilities</span> <span class="kn">import</span> <span class="n">create_variable_from_string</span>
+
+
+<div class="viewcode-block" id="System">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System">[docs]</a>
+<span class="k">class</span> <span class="nc">System</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;Can either be a turbine or substation, but is meant to be something that consists</span>
+<span class="sd">    of &#39;Subassembly&#39; pieces.</span>
+
+<span class="sd">    See `here &lt;https://www.sciencedirect.com/science/article/pii/S1364032117308985&gt;`_</span>
+<span class="sd">    for more information.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">repair_manager</span><span class="p">:</span> <span class="n">RepairManager</span><span class="p">,</span>
+        <span class="n">t_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">subassemblies</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span>
+        <span class="n">system</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+    <span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Initializes an individual windfarm asset.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        env : WombatEnvironment</span>
+<span class="sd">            The simulation environment.</span>
+<span class="sd">        repair_manager : RepairManager</span>
+<span class="sd">            The simulation repair and maintenance task manager.</span>
+<span class="sd">        t_id : str</span>
+<span class="sd">            The unique identifier for the asset.</span>
+<span class="sd">        name : str</span>
+<span class="sd">            The long form name/descriptor for the system/asset.</span>
+<span class="sd">        subassemblies : dict</span>
+<span class="sd">            The dictionary of subassemblies required for the system/asset.</span>
+<span class="sd">        system : str</span>
+<span class="sd">            The identifier should be one of &quot;turbine&quot; or &quot;substation&quot; to indicate the</span>
+<span class="sd">            type of system this will be.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            [description]</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span> <span class="o">=</span> <span class="n">repair_manager</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">id</span> <span class="o">=</span> <span class="n">t_id</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="n">name</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">capacity</span> <span class="o">=</span> <span class="n">subassemblies</span><span class="p">[</span><span class="s2">&quot;capacity_kw&quot;</span><span class="p">]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="n">Subassembly</span><span class="p">]</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing_queue</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">cable_failure</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">event</span><span class="p">()</span>
+
+        <span class="c1"># Ensure servicing statuses starts as processed and inactive</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">servicing_queue</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">succeed</span><span class="p">()</span>
+
+        <span class="n">system</span> <span class="o">=</span> <span class="n">system</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">strip</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_calculate_system_value</span><span class="p">(</span><span class="n">subassemblies</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">system</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;turbine&quot;</span><span class="p">,</span> <span class="s2">&quot;substation&quot;</span><span class="p">):</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span><span class="s2">&quot;&#39;system&#39; must be one of &#39;turbine&#39; or &#39;substation&#39;!&quot;</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_subassemblies</span><span class="p">(</span><span class="n">subassemblies</span><span class="p">,</span> <span class="n">system</span><span class="p">)</span>
+
+<div class="viewcode-block" id="System._calculate_system_value">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System._calculate_system_value">[docs]</a>
+    <span class="k">def</span> <span class="nf">_calculate_system_value</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">subassemblies</span><span class="p">:</span> <span class="nb">dict</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the turbine&#39;s value based its capex_kw and capacity.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system : str</span>
+<span class="sd">            One of &quot;turbine&quot; or &quot;substation&quot;.</span>
+<span class="sd">        subassemblies : dict</span>
+<span class="sd">            Dictionary of subassemblies.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">value</span> <span class="o">=</span> <span class="n">subassemblies</span><span class="p">[</span><span class="s2">&quot;capacity_kw&quot;</span><span class="p">]</span> <span class="o">*</span> <span class="n">subassemblies</span><span class="p">[</span><span class="s2">&quot;capex_kw&quot;</span><span class="p">]</span></div>
+
+
+<div class="viewcode-block" id="System._create_subassemblies">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System._create_subassemblies">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_subassemblies</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">subassembly_data</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">system</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates each subassembly as a separate attribute and also a list for quick</span>
+<span class="sd">        access.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        subassembly_data : dict</span>
+<span class="sd">            Dictionary providing the maintenance and failure definitions for at least</span>
+<span class="sd">            one subassembly named</span>
+<span class="sd">        system : str</span>
+<span class="sd">            One of &quot;turbine&quot; or &quot;substation&quot; to indicate if the power curves should also</span>
+<span class="sd">            be created, or not.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Set the subassembly data variables from the remainder of the keys in the</span>
+        <span class="c1"># system configuration file/dictionary</span>
+        <span class="n">exclude_keys</span> <span class="o">=</span> <span class="p">[</span><span class="s2">&quot;capacity_kw&quot;</span><span class="p">,</span> <span class="s2">&quot;capex_kw&quot;</span><span class="p">,</span> <span class="s2">&quot;power_curve&quot;</span><span class="p">]</span>
+        <span class="k">for</span> <span class="n">key</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="n">subassembly_data</span><span class="o">.</span><span class="n">items</span><span class="p">():</span>
+            <span class="k">if</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">exclude_keys</span><span class="p">:</span>
+                <span class="k">continue</span>
+            <span class="n">name</span> <span class="o">=</span> <span class="n">create_variable_from_string</span><span class="p">(</span><span class="n">key</span><span class="p">)</span>
+            <span class="n">subassembly</span> <span class="o">=</span> <span class="n">Subassembly</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">data</span><span class="p">)</span>
+            <span class="nb">setattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">,</span> <span class="n">subassembly</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="nb">getattr</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">))</span>
+
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span> <span class="o">==</span> <span class="p">[]:</span>
+            <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                <span class="s2">&quot;At least one subassembly definition requred for &quot;</span><span class="p">,</span>
+                <span class="sa">f</span><span class="s2">&quot;ID: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="si">}</span><span class="s2">, Name: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="si">}</span><span class="s2">.&quot;</span><span class="p">,</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">log_action</span><span class="p">(</span>
+            <span class="n">agent</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">action</span><span class="o">=</span><span class="sa">f</span><span class="s2">&quot;subassemblies created: </span><span class="si">{</span><span class="p">[</span><span class="n">s</span><span class="o">.</span><span class="n">id</span><span class="w"> </span><span class="k">for</span><span class="w"> </span><span class="n">s</span><span class="w"> </span><span class="ow">in</span><span class="w"> </span><span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="p">]</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">,</span>
+            <span class="n">reason</span><span class="o">=</span><span class="s2">&quot;windfarm initialization&quot;</span><span class="p">,</span>
+            <span class="n">system_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">id</span><span class="p">,</span>
+            <span class="n">system_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span>
+            <span class="n">system_ol</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">operating_level</span><span class="p">,</span>
+            <span class="n">part_ol</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span>
+            <span class="n">additional</span><span class="o">=</span><span class="s2">&quot;initialization&quot;</span><span class="p">,</span>
+        <span class="p">)</span>
+
+        <span class="c1"># If the system is a turbine, create the power curve, if available</span>
+        <span class="k">if</span> <span class="n">system</span> <span class="o">==</span> <span class="s2">&quot;turbine&quot;</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">_initialize_power_curve</span><span class="p">(</span><span class="n">subassembly_data</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;power_curve&quot;</span><span class="p">,</span> <span class="kc">None</span><span class="p">))</span></div>
+
+
+<div class="viewcode-block" id="System._initialize_power_curve">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System._initialize_power_curve">[docs]</a>
+    <span class="k">def</span> <span class="nf">_initialize_power_curve</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">power_curve_dict</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates the power curve function based on the ``power_curve`` input in the</span>
+<span class="sd">        ``subassembly_data`` dictionary. If there is no valid input, then 0 will always</span>
+<span class="sd">        be reutrned.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        power_curve_dict : dict</span>
+<span class="sd">            The turbine definition dictionary.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">power_curve</span><span class="p">:</span> <span class="n">Callable</span>
+        <span class="k">if</span> <span class="n">power_curve_dict</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_curve</span> <span class="o">=</span> <span class="n">IEC_power_curve</span><span class="p">(</span><span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="mi">0</span><span class="p">]),</span> <span class="n">pd</span><span class="o">.</span><span class="n">Series</span><span class="p">([</span><span class="mi">0</span><span class="p">]))</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">power_curve_file</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;turbines&quot;</span> <span class="o">/</span> <span class="n">power_curve_dict</span><span class="p">[</span><span class="s2">&quot;file&quot;</span><span class="p">]</span>
+            <span class="n">power_curve</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">power_curve_file</span><span class="p">)</span>
+            <span class="n">power_curve</span> <span class="o">=</span> <span class="n">power_curve</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">power_curve</span><span class="o">.</span><span class="n">power_kw</span> <span class="o">!=</span> <span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span>
+                <span class="n">drop</span><span class="o">=</span><span class="kc">True</span>
+            <span class="p">)</span>
+            <span class="n">bin_width</span> <span class="o">=</span> <span class="n">power_curve_dict</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="s2">&quot;bin_width&quot;</span><span class="p">,</span> <span class="mf">0.5</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">power_curve</span> <span class="o">=</span> <span class="n">IEC_power_curve</span><span class="p">(</span>
+                <span class="n">power_curve</span><span class="o">.</span><span class="n">windspeed_ms</span><span class="p">,</span>
+                <span class="n">power_curve</span><span class="o">.</span><span class="n">power_kw</span><span class="p">,</span>
+                <span class="n">windspeed_start</span><span class="o">=</span><span class="n">power_curve</span><span class="o">.</span><span class="n">windspeed_ms</span><span class="o">.</span><span class="n">min</span><span class="p">(),</span>
+                <span class="n">windspeed_end</span><span class="o">=</span><span class="n">power_curve</span><span class="o">.</span><span class="n">windspeed_ms</span><span class="o">.</span><span class="n">max</span><span class="p">(),</span>
+                <span class="n">bin_width</span><span class="o">=</span><span class="n">bin_width</span><span class="p">,</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="System.interrupt_all_subassembly_processes">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes">[docs]</a>
+    <span class="k">def</span> <span class="nf">interrupt_all_subassembly_processes</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span> <span class="n">origin</span><span class="p">:</span> <span class="n">Subassembly</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Interrupts the running processes in all of the system&#39;s subassemblies.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        origin : Subassembly</span>
+<span class="sd">            The subassembly that triggered the request, if the method call is coming</span>
+<span class="sd">            from a subassembly shutdown event.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="p">[</span>
+            <span class="n">subassembly</span><span class="o">.</span><span class="n">interrupt_processes</span><span class="p">(</span><span class="n">origin</span><span class="o">=</span><span class="n">origin</span><span class="p">)</span>  <span class="c1"># type: ignore</span>
+            <span class="k">for</span> <span class="n">subassembly</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span>
+        <span class="p">]</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">operating_level</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The turbine&#39;s operating level, based on subassembly and cable performance.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            Operating level of the turbine.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">triggered</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">servicing</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+            <span class="n">ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">reduce</span><span class="p">(</span><span class="n">mul</span><span class="p">,</span> <span class="p">[</span><span class="n">sub</span><span class="o">.</span><span class="n">operating_level</span> <span class="k">for</span> <span class="n">sub</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="p">])</span>
+            <span class="k">return</span> <span class="n">ol</span>  <span class="c1"># type: ignore</span>
+        <span class="k">return</span> <span class="mf">0.0</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">operating_level_wo_servicing</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;The turbine&#39;s operating level, based on subassembly and cable performance,</span>
+<span class="sd">        without accounting for servicing status.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        float</span>
+<span class="sd">            Operating level of the turbine.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">cable_failure</span><span class="o">.</span><span class="n">triggered</span><span class="p">:</span>
+            <span class="n">ol</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="n">reduce</span><span class="p">(</span><span class="n">mul</span><span class="p">,</span> <span class="p">[</span><span class="n">sub</span><span class="o">.</span><span class="n">operating_level</span> <span class="k">for</span> <span class="n">sub</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">subassemblies</span><span class="p">])</span>
+            <span class="k">return</span> <span class="n">ol</span>  <span class="c1"># type: ignore</span>
+        <span class="k">return</span> <span class="mf">0.0</span>
+
+<div class="viewcode-block" id="System.power">
+<a class="viewcode-back" href="../../../../API/windfarm.html#wombat.windfarm.system.system.System.power">[docs]</a>
+    <span class="k">def</span> <span class="nf">power</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">windspeed</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">float</span><span class="p">]</span> <span class="o">|</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Generates the power output for an iterable of windspeed values.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        windspeed : list[float] | np.ndarrays</span>
+<span class="sd">            Windspeed values, in m/s.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        np.ndarray</span>
+<span class="sd">            Power production, in kW.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">power_curve</span><span class="p">(</span><span class="n">windspeed</span><span class="p">)</span></div>
+</div>
+
+</pre></div>
+
+                </article>
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+  <h1>Source code for wombat.windfarm.windfarm</h1><div class="highlight"><pre>
+<span></span><span class="sd">&quot;&quot;&quot;Creates the Windfarm class/model.&quot;&quot;&quot;</span>
+<span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span>
+
+<span class="kn">import</span> <span class="nn">csv</span>
+<span class="kn">import</span> <span class="nn">datetime</span> <span class="k">as</span> <span class="nn">dt</span>
+<span class="kn">import</span> <span class="nn">itertools</span>
+<span class="kn">from</span> <span class="nn">math</span> <span class="kn">import</span> <span class="n">fsum</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">import</span> <span class="nn">networkx</span> <span class="k">as</span> <span class="nn">nx</span>
+<span class="kn">from</span> <span class="nn">geopy</span> <span class="kn">import</span> <span class="n">distance</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">RepairManager</span><span class="p">,</span> <span class="n">WombatEnvironment</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span>
+<span class="kn">from</span> <span class="nn">wombat.windfarm.system</span> <span class="kn">import</span> <span class="n">Cable</span><span class="p">,</span> <span class="n">System</span>
+<span class="kn">from</span> <span class="nn">wombat.core.data_classes</span> <span class="kn">import</span> <span class="n">String</span><span class="p">,</span> <span class="n">SubString</span><span class="p">,</span> <span class="n">WindFarmMap</span><span class="p">,</span> <span class="n">SubstationMap</span>
+<span class="kn">from</span> <span class="nn">wombat.utilities.utilities</span> <span class="kn">import</span> <span class="n">cache</span>
+
+
+<div class="viewcode-block" id="Windfarm">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm">[docs]</a>
+<span class="k">class</span> <span class="nc">Windfarm</span><span class="p">:</span>
+<span class="w">    </span><span class="sd">&quot;&quot;&quot;The primary class for operating on objects within a windfarm. The substations,</span>
+<span class="sd">    cables, and turbines are created as a network object to be more appropriately</span>
+<span class="sd">    accessed and controlled.</span>
+<span class="sd">    &quot;&quot;&quot;</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+        <span class="bp">self</span><span class="p">,</span>
+        <span class="n">env</span><span class="p">:</span> <span class="n">WombatEnvironment</span><span class="p">,</span>
+        <span class="n">windfarm_layout</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="n">repair_manager</span><span class="p">:</span> <span class="n">RepairManager</span><span class="p">,</span>
+    <span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span> <span class="o">=</span> <span class="n">env</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span> <span class="o">=</span> <span class="n">repair_manager</span>
+
+        <span class="c1"># Set up the layout and instantiate all windfarm objects</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;turbine&quot;</span><span class="p">:</span> <span class="p">{},</span> <span class="s2">&quot;substation&quot;</span><span class="p">:</span> <span class="p">{},</span> <span class="s2">&quot;cable&quot;</span><span class="p">:</span> <span class="p">{}}</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_graph_layout</span><span class="p">(</span><span class="n">windfarm_layout</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_turbines_and_substations</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_cables</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">capacity</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="nb">float</span> <span class="o">=</span> <span class="nb">sum</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">turb</span><span class="p">)</span><span class="o">.</span><span class="n">capacity</span> <span class="k">for</span> <span class="n">turb</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_substation_turbine_map</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_create_wind_farm_map</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">finish_setup</span><span class="p">()</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">calculate_distance_matrix</span><span class="p">()</span>
+
+        <span class="c1"># Create the logging items</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">system_list</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_setup_logger</span><span class="p">()</span>
+
+        <span class="c1"># Register the windfarm and start the logger</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="o">.</span><span class="n">_register_windfarm</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_register_windfarm</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">process</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">_log_operations</span><span class="p">())</span>
+
+<div class="viewcode-block" id="Windfarm._create_graph_layout">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_graph_layout">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_graph_layout</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">windfarm_layout</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates a network layout of the windfarm start from the substation(s) to</span>
+<span class="sd">        be able to capture downstream turbines that can be cut off in the event of a</span>
+<span class="sd">        cable failure.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        windfarm_layout : str</span>
+<span class="sd">            Filename to use for reading in the windfarm layout; must be a csv file.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">layout_path</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;project/plant&quot;</span> <span class="o">/</span> <span class="n">windfarm_layout</span><span class="p">)</span>
+        <span class="n">layout</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="n">layout_path</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">sort_values</span><span class="p">(</span><span class="n">by</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;string&quot;</span><span class="p">,</span> <span class="s2">&quot;order&quot;</span><span class="p">])</span>
+            <span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+        <span class="p">)</span>
+        <span class="n">layout</span><span class="o">.</span><span class="n">subassembly</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">subassembly</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
+        <span class="n">layout</span><span class="o">.</span><span class="n">upstream_cable</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">upstream_cable</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="s2">&quot;&quot;</span><span class="p">)</span>
+
+        <span class="n">windfarm</span> <span class="o">=</span> <span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span><span class="p">()</span>
+        <span class="n">windfarm</span><span class="o">.</span><span class="n">add_nodes_from</span><span class="p">(</span><span class="n">layout</span><span class="o">.</span><span class="n">id</span><span class="o">.</span><span class="n">values</span><span class="p">)</span>
+
+        <span class="c1"># Assign the data attributes to the graph nodes</span>
+        <span class="k">for</span> <span class="n">col</span> <span class="ow">in</span> <span class="p">(</span><span class="s2">&quot;name&quot;</span><span class="p">,</span> <span class="s2">&quot;latitude&quot;</span><span class="p">,</span> <span class="s2">&quot;longitude&quot;</span><span class="p">,</span> <span class="s2">&quot;subassembly&quot;</span><span class="p">):</span>
+            <span class="n">nx</span><span class="o">.</span><span class="n">set_node_attributes</span><span class="p">(</span><span class="n">windfarm</span><span class="p">,</span> <span class="nb">dict</span><span class="p">(</span><span class="n">layout</span><span class="p">[[</span><span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="n">col</span><span class="p">]]</span><span class="o">.</span><span class="n">values</span><span class="p">),</span> <span class="n">name</span><span class="o">=</span><span class="n">col</span><span class="p">)</span>
+
+        <span class="c1"># Determine which nodes are substations and which are turbines</span>
+        <span class="k">if</span> <span class="s2">&quot;type&quot;</span> <span class="ow">in</span> <span class="n">layout</span><span class="o">.</span><span class="n">columns</span><span class="p">:</span>
+            <span class="k">if</span> <span class="n">layout</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="o">~</span><span class="n">layout</span><span class="o">.</span><span class="n">type</span><span class="o">.</span><span class="n">isin</span><span class="p">((</span><span class="s2">&quot;substation&quot;</span><span class="p">,</span> <span class="s2">&quot;turbine&quot;</span><span class="p">))]</span><span class="o">.</span><span class="n">size</span> <span class="o">&gt;</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="s2">&quot;At least one value in the &#39;type&#39; column are not one of:&quot;</span>
+                    <span class="s2">&quot; &#39;substation&#39; or &#39;turbine&#39;.&quot;</span>
+                <span class="p">)</span>
+            <span class="n">substation_filter</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">type</span> <span class="o">==</span> <span class="s2">&quot;substation&quot;</span>
+            <span class="n">nx</span><span class="o">.</span><span class="n">set_node_attributes</span><span class="p">(</span>
+                <span class="n">windfarm</span><span class="p">,</span> <span class="nb">dict</span><span class="p">(</span><span class="n">layout</span><span class="p">[[</span><span class="s2">&quot;id&quot;</span><span class="p">,</span> <span class="s2">&quot;type&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">values</span><span class="p">),</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;type&quot;</span>
+            <span class="p">)</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">substation_filter</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">id</span> <span class="o">==</span> <span class="n">layout</span><span class="o">.</span><span class="n">substation_id</span>
+            <span class="n">_type</span> <span class="o">=</span> <span class="p">{</span><span class="kc">True</span><span class="p">:</span> <span class="s2">&quot;substation&quot;</span><span class="p">,</span> <span class="kc">False</span><span class="p">:</span> <span class="s2">&quot;turbine&quot;</span><span class="p">}</span>
+            <span class="n">d</span> <span class="o">=</span> <span class="p">{</span><span class="n">i</span><span class="p">:</span> <span class="n">_type</span><span class="p">[</span><span class="n">val</span><span class="p">]</span> <span class="k">for</span> <span class="n">i</span><span class="p">,</span> <span class="n">val</span> <span class="ow">in</span> <span class="nb">zip</span><span class="p">(</span><span class="n">layout</span><span class="o">.</span><span class="n">id</span><span class="p">,</span> <span class="n">substation_filter</span><span class="o">.</span><span class="n">values</span><span class="p">)}</span>
+            <span class="n">nx</span><span class="o">.</span><span class="n">set_node_attributes</span><span class="p">(</span><span class="n">windfarm</span><span class="p">,</span> <span class="n">d</span><span class="p">,</span> <span class="n">name</span><span class="o">=</span><span class="s2">&quot;type&quot;</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">substation_filter</span><span class="p">,</span> <span class="s2">&quot;id&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span>
+        <span class="k">for</span> <span class="n">substation</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">:</span>
+            <span class="n">windfarm</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">substation</span><span class="p">][</span><span class="s2">&quot;connection&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                <span class="n">layout</span><span class="o">.</span><span class="n">id</span> <span class="o">==</span> <span class="n">substation</span><span class="p">,</span> <span class="s2">&quot;substation_id&quot;</span>
+            <span class="p">]</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_id</span><span class="p">:</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="o">~</span><span class="n">substation_filter</span><span class="p">,</span> <span class="s2">&quot;id&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">values</span>
+        <span class="n">substations</span> <span class="o">=</span> <span class="n">layout</span><span class="p">[</span><span class="n">substation_filter</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="n">turbines</span> <span class="o">=</span> <span class="n">layout</span><span class="p">[</span><span class="o">~</span><span class="n">substation_filter</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span>
+        <span class="n">substation_sections</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">turbines</span><span class="p">[</span><span class="n">turbines</span><span class="o">.</span><span class="n">substation_id</span> <span class="o">==</span> <span class="n">substation</span><span class="p">]</span>
+            <span class="k">for</span> <span class="n">substation</span> <span class="ow">in</span> <span class="n">substations</span><span class="o">.</span><span class="n">id</span>
+        <span class="p">]</span>
+        <span class="k">for</span> <span class="n">section</span> <span class="ow">in</span> <span class="n">substation_sections</span><span class="p">:</span>
+            <span class="k">for</span> <span class="n">_</span><span class="p">,</span> <span class="n">row</span> <span class="ow">in</span> <span class="n">section</span><span class="o">.</span><span class="n">iterrows</span><span class="p">():</span>
+                <span class="k">if</span> <span class="n">row</span><span class="o">.</span><span class="n">order</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                    <span class="n">start</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">row</span><span class="o">.</span><span class="n">substation_id</span>
+                <span class="k">else</span><span class="p">:</span>
+                    <span class="n">start</span> <span class="o">=</span> <span class="n">current</span>  <span class="c1"># noqa: F821</span>
+                <span class="n">current</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="n">row</span><span class="o">.</span><span class="n">id</span>
+                <span class="n">windfarm</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span>
+                    <span class="n">start</span><span class="p">,</span> <span class="n">current</span><span class="p">,</span> <span class="n">length</span><span class="o">=</span><span class="n">row</span><span class="o">.</span><span class="n">distance</span><span class="p">,</span> <span class="n">cable</span><span class="o">=</span><span class="n">row</span><span class="o">.</span><span class="n">upstream_cable</span>
+                <span class="p">)</span>
+        <span class="k">for</span> <span class="n">substation</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">:</span>
+            <span class="n">row</span> <span class="o">=</span> <span class="n">layout</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">layout</span><span class="o">.</span><span class="n">id</span> <span class="o">==</span> <span class="n">substation</span><span class="p">]</span>
+            <span class="n">windfarm</span><span class="o">.</span><span class="n">add_edge</span><span class="p">(</span>
+                <span class="n">row</span><span class="o">.</span><span class="n">substation_id</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
+                <span class="n">substation</span><span class="p">,</span>
+                <span class="n">length</span><span class="o">=</span><span class="n">row</span><span class="o">.</span><span class="n">distance</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
+                <span class="n">cable</span><span class="o">=</span><span class="n">row</span><span class="o">.</span><span class="n">upstream_cable</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">],</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="p">:</span> <span class="n">nx</span><span class="o">.</span><span class="n">DiGraph</span> <span class="o">=</span> <span class="n">windfarm</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">layout_df</span> <span class="o">=</span> <span class="n">layout</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._create_turbines_and_substations">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_turbines_and_substations</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Instantiates the turbine and substation models as defined in the</span>
+<span class="sd">        user-provided layout file, and connects these models to the appropriate graph</span>
+<span class="sd">        nodes to create a fully representative windfarm network model.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the subassembly data is not provided in the layout file.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">system_id</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+            <span class="n">name</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;subassembly&quot;</span><span class="p">]</span>
+            <span class="n">node_type</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;type&quot;</span><span class="p">]</span>
+            <span class="k">if</span> <span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;&quot;</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="s2">&quot;A &#39;subassembly&#39; file must be specified for all nodes in the&quot;</span>
+                    <span class="s2">&quot; windfarm layout!&quot;</span>
+                <span class="p">)</span>
+
+            <span class="k">if</span> <span class="p">(</span><span class="n">subassembly_dict</span> <span class="o">:=</span> <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">[</span><span class="n">node_type</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">name</span><span class="p">))</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="n">subassembly_dict</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">node_type</span><span class="si">}</span><span class="s2">s&quot;</span><span class="p">,</span> <span class="n">name</span><span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">[</span><span class="n">node_type</span><span class="p">][</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">subassembly_dict</span>
+
+            <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">system_id</span><span class="p">][</span><span class="s2">&quot;system&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">System</span><span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">repair_manager</span><span class="p">,</span>
+                <span class="n">system_id</span><span class="p">,</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;name&quot;</span><span class="p">],</span>
+                <span class="n">subassembly_dict</span><span class="p">,</span>
+                <span class="n">node_type</span><span class="p">,</span>
+            <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._create_cables">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_cables">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_cables</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Instantiates the cable models as defined in the user-provided layout file,</span>
+<span class="sd">        and connects these models to the appropriate graph edges to create a fully</span>
+<span class="sd">        representative windfarm network model.</span>
+
+<span class="sd">        Raises</span>
+<span class="sd">        ------</span>
+<span class="sd">        ValueError</span>
+<span class="sd">            Raised if the cable model is not specified.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">get_name</span> <span class="o">=</span> <span class="s2">&quot;upstream_cable_name&quot;</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">layout_df</span>
+        <span class="n">bad_data_location_messages</span> <span class="o">=</span> <span class="p">[]</span>
+        <span class="k">for</span> <span class="n">start_node</span><span class="p">,</span> <span class="n">end_node</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">):</span>
+            <span class="n">name</span> <span class="o">=</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span>
+
+            <span class="c1"># Check that the cable data is provided</span>
+            <span class="k">if</span> <span class="n">name</span> <span class="o">==</span> <span class="s2">&quot;&quot;</span><span class="p">:</span>
+                <span class="k">raise</span> <span class="ne">ValueError</span><span class="p">(</span>
+                    <span class="s2">&quot;An &#39;upstream_cable&#39; file must be specified for all nodes in the&quot;</span>
+                    <span class="s2">&quot; windfarm layout!&quot;</span>
+                <span class="p">)</span>
+            <span class="k">if</span> <span class="p">(</span><span class="n">cable_dict</span> <span class="o">:=</span> <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">get</span><span class="p">(</span><span class="n">name</span><span class="p">))</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+                <span class="k">try</span><span class="p">:</span>
+                    <span class="n">cable_dict</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;cables&quot;</span><span class="p">,</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">])</span>
+                <span class="k">except</span> <span class="ne">FileNotFoundError</span><span class="p">:</span>
+                    <span class="n">cable_dict</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">data_dir</span> <span class="o">/</span> <span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span>
+                    <span class="p">)</span>
+                    <span class="n">bad_data_location_messages</span><span class="o">.</span><span class="n">append</span><span class="p">(</span>
+                        <span class="s2">&quot;In v0.7, all cable configurations must be located in:&quot;</span>
+                        <span class="s2">&quot; &#39;&lt;library&gt;/cables/&quot;</span>
+                    <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">configs</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">][</span><span class="n">name</span><span class="p">]</span> <span class="o">=</span> <span class="n">cable_dict</span>
+
+            <span class="n">start_coordinates</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">start_node</span><span class="p">][</span><span class="s2">&quot;latitude&quot;</span><span class="p">],</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">start_node</span><span class="p">][</span><span class="s2">&quot;longitude&quot;</span><span class="p">],</span>
+            <span class="p">)</span>
+            <span class="n">end_coordinates</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">end_node</span><span class="p">][</span><span class="s2">&quot;latitude&quot;</span><span class="p">],</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">end_node</span><span class="p">][</span><span class="s2">&quot;longitude&quot;</span><span class="p">],</span>
+            <span class="p">)</span>
+
+            <span class="n">name</span> <span class="o">=</span> <span class="kc">None</span>
+            <span class="k">if</span> <span class="n">get_name</span><span class="p">:</span>
+                <span class="n">name</span><span class="p">,</span> <span class="o">*</span><span class="n">_</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">layout_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">layout_df</span><span class="o">.</span><span class="n">id</span> <span class="o">==</span> <span class="n">end_node</span><span class="p">,</span> <span class="s2">&quot;upstream_cable_name&quot;</span>
+                <span class="p">]</span>
+
+            <span class="c1"># If the real distance/cable length is not input, then the geodesic distance</span>
+            <span class="c1"># is calculated</span>
+            <span class="k">if</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;length&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;length&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">distance</span><span class="o">.</span><span class="n">geodesic</span><span class="p">(</span>
+                    <span class="n">start_coordinates</span><span class="p">,</span> <span class="n">end_coordinates</span><span class="p">,</span> <span class="n">ellipsoid</span><span class="o">=</span><span class="s2">&quot;WGS-84&quot;</span>
+                <span class="p">)</span><span class="o">.</span><span class="n">km</span>
+
+            <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">end_node</span><span class="p">][</span><span class="s2">&quot;type&quot;</span><span class="p">]</span> <span class="o">==</span> <span class="s2">&quot;substation&quot;</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;type&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;export&quot;</span>
+            <span class="k">else</span><span class="p">:</span>
+                <span class="n">data</span><span class="p">[</span><span class="s2">&quot;type&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="s2">&quot;array&quot;</span>
+
+            <span class="n">data</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">Cable</span><span class="p">(</span>
+                <span class="bp">self</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="p">,</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;type&quot;</span><span class="p">],</span> <span class="n">start_node</span><span class="p">,</span> <span class="n">end_node</span><span class="p">,</span> <span class="n">cable_dict</span><span class="p">,</span> <span class="n">name</span>
+            <span class="p">)</span>
+
+            <span class="c1"># Calaculate the geometric center point</span>
+            <span class="n">end_points</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">((</span><span class="n">start_coordinates</span><span class="p">,</span> <span class="n">end_coordinates</span><span class="p">))</span>
+            <span class="n">data</span><span class="p">[</span><span class="s2">&quot;latitude&quot;</span><span class="p">],</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;longitude&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">end_points</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">axis</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Windfarm.calculate_distance_matrix">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix">[docs]</a>
+    <span class="k">def</span> <span class="nf">calculate_distance_matrix</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Calculates the geodesic distance, in km, between all of the windfarm&#39;s nodes,</span>
+<span class="sd">        e.g., substations and turbines, and cables.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">ids</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">())</span>
+        <span class="n">ids</span><span class="o">.</span><span class="n">extend</span><span class="p">([</span><span class="n">data</span><span class="p">[</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">id</span> <span class="k">for</span> <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">)])</span>
+        <span class="n">coords</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="p">(</span><span class="n">data</span><span class="p">[</span><span class="s2">&quot;latitude&quot;</span><span class="p">],</span> <span class="n">data</span><span class="p">[</span><span class="s2">&quot;longitude&quot;</span><span class="p">])</span>
+            <span class="k">for</span> <span class="o">*</span><span class="n">_</span><span class="p">,</span> <span class="n">data</span> <span class="ow">in</span> <span class="p">(</span><span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">),</span> <span class="o">*</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">(</span><span class="n">data</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+        <span class="p">]</span>
+
+        <span class="n">dist</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="n">distance</span><span class="o">.</span><span class="n">geodesic</span><span class="p">(</span><span class="n">c1</span><span class="p">,</span> <span class="n">c2</span><span class="p">)</span><span class="o">.</span><span class="n">km</span> <span class="k">for</span> <span class="n">c1</span><span class="p">,</span> <span class="n">c2</span> <span class="ow">in</span> <span class="n">itertools</span><span class="o">.</span><span class="n">combinations</span><span class="p">(</span><span class="n">coords</span><span class="p">,</span> <span class="mi">2</span><span class="p">)</span>
+        <span class="p">]</span>
+        <span class="n">dist_arr</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">ones</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">ids</span><span class="p">),</span> <span class="nb">len</span><span class="p">(</span><span class="n">ids</span><span class="p">)))</span>
+        <span class="n">triangle_ix</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">triu_indices_from</span><span class="p">(</span><span class="n">dist_arr</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span>
+        <span class="n">dist_arr</span><span class="p">[</span><span class="n">triangle_ix</span><span class="p">]</span> <span class="o">=</span> <span class="n">dist_arr</span><span class="o">.</span><span class="n">T</span><span class="p">[</span><span class="n">triangle_ix</span><span class="p">]</span> <span class="o">=</span> <span class="n">dist</span>
+
+        <span class="c1"># Set the self distance to infinity, so that only one crew can be dropped off</span>
+        <span class="c1"># at a single point</span>
+        <span class="n">np</span><span class="o">.</span><span class="n">fill_diagonal</span><span class="p">(</span><span class="n">dist_arr</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">inf</span><span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">distance_matrix</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">dist_arr</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">ids</span><span class="p">,</span> <span class="n">columns</span><span class="o">=</span><span class="n">ids</span><span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._create_substation_turbine_map">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_substation_turbine_map</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates ``substation_turbine_map``, a dictionary, that maps substation(s) to</span>
+<span class="sd">        the dependent turbines in the windfarm, and the weighting of each turbine in the</span>
+<span class="sd">        windfarm.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="c1"># Get all turbines connected to each substation, excepting any connected via</span>
+        <span class="c1"># export cables that connect substations as these operate independently</span>
+        <span class="n">s_t_map</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">=</span> <span class="p">{</span><span class="n">s</span><span class="p">:</span> <span class="p">{</span><span class="s2">&quot;turbines&quot;</span><span class="p">:</span> <span class="p">[],</span> <span class="s2">&quot;weights&quot;</span><span class="p">:</span> <span class="p">[]}</span> <span class="k">for</span> <span class="n">s</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">}</span>
+        <span class="k">for</span> <span class="n">substation_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">:</span>
+            <span class="n">nodes</span> <span class="o">=</span> <span class="nb">set</span><span class="p">(</span>
+                <span class="n">nx</span><span class="o">.</span><span class="n">bfs_tree</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="p">,</span> <span class="n">substation_id</span><span class="p">,</span> <span class="n">depth_limit</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">nodes</span>
+            <span class="p">)</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">)</span>
+            <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="nb">list</span><span class="p">(</span><span class="n">nodes</span><span class="p">):</span>
+                <span class="n">nodes</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="nb">list</span><span class="p">(</span><span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="o">*</span><span class="n">nx</span><span class="o">.</span><span class="n">dfs_successors</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">()))</span>
+                <span class="p">)</span>
+            <span class="n">s_t_map</span><span class="p">[</span><span class="n">substation_id</span><span class="p">][</span><span class="s2">&quot;turbines&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">nodes</span><span class="p">))</span>
+
+        <span class="c1"># Reorient the mapping to have the turbine list and the capacity-based weighting</span>
+        <span class="c1"># of each turbine</span>
+        <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="n">s_t_map</span><span class="p">:</span>
+            <span class="n">s_t_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;weights&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span>
+                <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">([</span><span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">capacity</span> <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="n">s_t_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;turbines&quot;</span><span class="p">]])</span>
+                <span class="o">/</span> <span class="bp">self</span><span class="o">.</span><span class="n">capacity</span>
+            <span class="p">)</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">np</span><span class="o">.</span><span class="n">ndarray</span><span class="p">]]</span> <span class="o">=</span> <span class="n">s_t_map</span>
+
+        <span class="c1"># Calculate the turbine weights</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">turbine_weights</span><span class="p">:</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span> <span class="o">=</span> <span class="p">(</span>
+            <span class="n">pd</span><span class="o">.</span><span class="n">concat</span><span class="p">([</span><span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">val</span><span class="p">)</span> <span class="k">for</span> <span class="n">val</span> <span class="ow">in</span> <span class="n">s_t_map</span><span class="o">.</span><span class="n">values</span><span class="p">()])</span>
+            <span class="o">.</span><span class="n">set_index</span><span class="p">(</span><span class="s2">&quot;turbines&quot;</span><span class="p">)</span>
+            <span class="o">.</span><span class="n">T</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._create_wind_farm_map">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_wind_farm_map">[docs]</a>
+    <span class="k">def</span> <span class="nf">_create_wind_farm_map</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Creates a secondary graph object strictly for traversing the windfarm to turn</span>
+<span class="sd">        on/off the appropriate turbines, substations, and cables more easily.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="n">substations</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span>
+        <span class="n">graph</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span>
+        <span class="n">wind_map</span> <span class="o">=</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">substations</span><span class="p">,</span> <span class="n">itertools</span><span class="o">.</span><span class="n">repeat</span><span class="p">({})))</span>
+
+        <span class="n">export</span> <span class="o">=</span> <span class="p">[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">graph</span><span class="o">.</span><span class="n">edges</span> <span class="k">if</span> <span class="n">el</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span> <span class="ow">in</span> <span class="n">substations</span><span class="p">]</span>
+        <span class="k">for</span> <span class="n">cable_tuple</span> <span class="ow">in</span> <span class="n">export</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">cable</span><span class="p">(</span><span class="n">cable_tuple</span><span class="p">)</span><span class="o">.</span><span class="n">set_string_details</span><span class="p">(</span><span class="o">*</span><span class="n">cable_tuple</span><span class="p">[::</span><span class="o">-</span><span class="mi">1</span><span class="p">])</span>
+
+        <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_id</span><span class="p">:</span>
+            <span class="n">start_nodes</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+                <span class="nb">set</span><span class="p">(</span><span class="n">nx</span><span class="o">.</span><span class="n">bfs_tree</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <span class="n">s_id</span><span class="p">,</span> <span class="n">depth_limit</span><span class="o">=</span><span class="mi">1</span><span class="p">)</span><span class="o">.</span><span class="n">nodes</span><span class="p">)</span><span class="o">.</span><span class="n">difference</span><span class="p">(</span>
+                    <span class="n">substations</span>
+                <span class="p">)</span>
+            <span class="p">)</span>
+            <span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s2">&quot;strings&quot;</span><span class="p">:</span> <span class="nb">dict</span><span class="p">(</span><span class="nb">zip</span><span class="p">(</span><span class="n">start_nodes</span><span class="p">,</span> <span class="n">itertools</span><span class="o">.</span><span class="n">repeat</span><span class="p">({})))}</span>
+
+            <span class="k">for</span> <span class="n">start_node</span> <span class="ow">in</span> <span class="n">start_nodes</span><span class="p">:</span>
+                <span class="n">upstream</span> <span class="o">=</span> <span class="nb">list</span><span class="p">(</span>
+                    <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="o">*</span><span class="n">nx</span><span class="o">.</span><span class="n">dfs_successors</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <span class="n">start_node</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
+                <span class="p">)</span>
+                <span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;strings&quot;</span><span class="p">][</span><span class="n">start_node</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span>
+                    <span class="n">start_node</span><span class="p">:</span> <span class="n">SubString</span><span class="p">(</span>
+                        <span class="n">downstream</span><span class="o">=</span><span class="n">s_id</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+                        <span class="n">upstream</span><span class="o">=</span><span class="n">upstream</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+                    <span class="p">)</span>
+                <span class="p">}</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">cable</span><span class="p">((</span><span class="n">s_id</span><span class="p">,</span> <span class="n">start_node</span><span class="p">))</span><span class="o">.</span><span class="n">set_string_details</span><span class="p">(</span><span class="n">start_node</span><span class="p">,</span> <span class="n">s_id</span><span class="p">)</span>
+
+                <span class="n">downstream</span> <span class="o">=</span> <span class="n">start_node</span>
+                <span class="k">for</span> <span class="n">node</span> <span class="ow">in</span> <span class="n">upstream</span><span class="p">:</span>
+                    <span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;strings&quot;</span><span class="p">][</span><span class="n">start_node</span><span class="p">][</span><span class="n">node</span><span class="p">]</span> <span class="o">=</span> <span class="n">SubString</span><span class="p">(</span>
+                        <span class="n">downstream</span><span class="o">=</span><span class="n">downstream</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+                        <span class="n">upstream</span><span class="o">=</span><span class="nb">list</span><span class="p">(</span>  <span class="c1"># tye: ignore</span>
+                            <span class="n">itertools</span><span class="o">.</span><span class="n">chain</span><span class="p">(</span><span class="o">*</span><span class="n">nx</span><span class="o">.</span><span class="n">dfs_successors</span><span class="p">(</span><span class="n">graph</span><span class="p">,</span> <span class="n">node</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">())</span>
+                        <span class="p">),</span>
+                    <span class="p">)</span>
+                    <span class="bp">self</span><span class="o">.</span><span class="n">cable</span><span class="p">((</span><span class="n">downstream</span><span class="p">,</span> <span class="n">node</span><span class="p">))</span><span class="o">.</span><span class="n">set_string_details</span><span class="p">(</span><span class="n">start_node</span><span class="p">,</span> <span class="n">s_id</span><span class="p">)</span>
+                    <span class="n">downstream</span> <span class="o">=</span> <span class="n">node</span>
+
+                <span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;strings&quot;</span><span class="p">][</span><span class="n">start_node</span><span class="p">]</span> <span class="o">=</span> <span class="n">String</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+                    <span class="n">start</span><span class="o">=</span><span class="n">start_node</span><span class="p">,</span> <span class="n">upstream_map</span><span class="o">=</span><span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;strings&quot;</span><span class="p">][</span><span class="n">start_node</span><span class="p">]</span>
+                <span class="p">)</span>
+            <span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">]</span> <span class="o">=</span> <span class="n">SubstationMap</span><span class="p">(</span>  <span class="c1"># type: ignore</span>
+                <span class="n">string_starts</span><span class="o">=</span><span class="n">start_nodes</span><span class="p">,</span>
+                <span class="n">string_map</span><span class="o">=</span><span class="n">wind_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;strings&quot;</span><span class="p">],</span>
+                <span class="n">downstream</span><span class="o">=</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;connection&quot;</span><span class="p">],</span>
+            <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">wind_farm_map</span> <span class="o">=</span> <span class="n">WindFarmMap</span><span class="p">(</span>
+            <span class="n">substation_map</span><span class="o">=</span><span class="n">wind_map</span><span class="p">,</span>
+            <span class="n">export_cables</span><span class="o">=</span><span class="n">export</span><span class="p">,</span>  <span class="c1"># type: ignore</span>
+        <span class="p">)</span></div>
+
+
+<div class="viewcode-block" id="Windfarm.finish_setup">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm.finish_setup">[docs]</a>
+    <span class="k">def</span> <span class="nf">finish_setup</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="kc">None</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Final initialization hook for any substations, turbines, or cables.&quot;&quot;&quot;</span>
+        <span class="k">for</span> <span class="n">start_node</span><span class="p">,</span> <span class="n">end_node</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">():</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">cable</span><span class="p">((</span><span class="n">start_node</span><span class="p">,</span> <span class="n">end_node</span><span class="p">))</span><span class="o">.</span><span class="n">finish_setup</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._setup_logger">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._setup_logger">[docs]</a>
+    <span class="k">def</span> <span class="nf">_setup_logger</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">initial</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">_log_columns</span> <span class="o">=</span> <span class="p">[</span>
+            <span class="s2">&quot;datetime&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;env_datetime&quot;</span><span class="p">,</span>
+            <span class="s2">&quot;env_time&quot;</span><span class="p">,</span>
+        <span class="p">]</span> <span class="o">+</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_list</span>
+
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_writer</span> <span class="o">=</span> <span class="n">csv</span><span class="o">.</span><span class="n">DictWriter</span><span class="p">(</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_csv</span><span class="p">,</span> <span class="n">delimiter</span><span class="o">=</span><span class="s2">&quot;|&quot;</span><span class="p">,</span> <span class="n">fieldnames</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">_log_columns</span>
+        <span class="p">)</span>
+        <span class="k">if</span> <span class="n">initial</span><span class="p">:</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_writer</span><span class="o">.</span><span class="n">writeheader</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Windfarm._log_operations">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm._log_operations">[docs]</a>
+    <span class="k">def</span> <span class="nf">_log_operations</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Logs the operational data for a simulation.&quot;&quot;&quot;</span>
+        <span class="n">message</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="s2">&quot;datetime&quot;</span><span class="p">:</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">(),</span>
+            <span class="s2">&quot;env_datetime&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="p">,</span>
+            <span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
+        <span class="p">}</span>
+        <span class="n">message</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+            <span class="p">{</span><span class="n">system</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">system</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level</span> <span class="k">for</span> <span class="n">system</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_list</span><span class="p">}</span>
+        <span class="p">)</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_writer</span><span class="o">.</span><span class="n">writerow</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+
+        <span class="n">HOURS</span> <span class="o">=</span> <span class="mi">1</span>
+        <span class="k">while</span> <span class="kc">True</span><span class="p">:</span>
+            <span class="k">for</span> <span class="n">_</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">10000</span><span class="p">):</span>
+                <span class="k">yield</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">timeout</span><span class="p">(</span><span class="n">HOURS</span><span class="p">)</span>
+                <span class="n">message</span> <span class="o">=</span> <span class="p">{</span>
+                    <span class="s2">&quot;datetime&quot;</span><span class="p">:</span> <span class="n">dt</span><span class="o">.</span><span class="n">datetime</span><span class="o">.</span><span class="n">now</span><span class="p">(),</span>
+                    <span class="s2">&quot;env_datetime&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">simulation_time</span><span class="p">,</span>
+                    <span class="s2">&quot;env_time&quot;</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">now</span><span class="p">,</span>
+                <span class="p">}</span>
+                <span class="n">message</span><span class="o">.</span><span class="n">update</span><span class="p">(</span>
+                    <span class="p">{</span>
+                        <span class="n">system</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">system</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level</span>
+                        <span class="k">for</span> <span class="n">system</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">system_list</span>
+                    <span class="p">}</span>
+                <span class="p">)</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">message</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_writer</span><span class="o">.</span><span class="n">writerows</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="p">)</span>
+            <span class="bp">self</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">_operations_buffer</span><span class="o">.</span><span class="n">clear</span><span class="p">()</span></div>
+
+
+<div class="viewcode-block" id="Windfarm.system">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm.system">[docs]</a>
+    <span class="nd">@cache</span>
+    <span class="k">def</span> <span class="nf">system</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">system_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">System</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convenience function to returns the desired `System` object for a turbine or</span>
+<span class="sd">        substation in the windfarm.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        system_id : str</span>
+<span class="sd">            The system&#39;s unique identifier, ``wombat.windfarm.System.id``.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        System</span>
+<span class="sd">            The ``System`` object.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">nodes</span><span class="p">[</span><span class="n">system_id</span><span class="p">][</span><span class="s2">&quot;system&quot;</span><span class="p">]</span></div>
+
+
+<div class="viewcode-block" id="Windfarm.cable">
+<a class="viewcode-back" href="../../../API/windfarm.html#wombat.windfarm.windfarm.Windfarm.cable">[docs]</a>
+    <span class="nd">@cache</span>
+    <span class="k">def</span> <span class="nf">cable</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">cable_id</span><span class="p">:</span> <span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="n">Cable</span><span class="p">:</span>
+<span class="w">        </span><span class="sd">&quot;&quot;&quot;Convenience function to returns the desired `Cable` object for a cable in the</span>
+<span class="sd">        windfarm.</span>
+
+<span class="sd">        Parameters</span>
+<span class="sd">        ----------</span>
+<span class="sd">        cable_id : tuple[str, str] | str</span>
+<span class="sd">            The cable&#39;s unique identifier, of the form: (``wombat.windfarm.System.id``,</span>
+<span class="sd">            ``wombat.windfarm.System.id``), for the (downstream node id, upstream node</span>
+<span class="sd">            id), or the ``Cable.id``.</span>
+
+<span class="sd">        Returns</span>
+<span class="sd">        -------</span>
+<span class="sd">        Cable</span>
+<span class="sd">            The ``Cable`` object.</span>
+<span class="sd">        &quot;&quot;&quot;</span>
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">cable_id</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span>
+            <span class="n">edge_id</span> <span class="o">=</span> <span class="nb">tuple</span><span class="p">(</span><span class="n">cable_id</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s2">&quot;::&quot;</span><span class="p">))</span>
+            <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">edge_id</span><span class="p">)</span> <span class="o">==</span> <span class="mi">3</span><span class="p">:</span>
+                <span class="n">edge_id</span> <span class="o">=</span> <span class="n">edge_id</span><span class="p">[</span><span class="mi">1</span><span class="p">:]</span>
+        <span class="k">else</span><span class="p">:</span>
+            <span class="n">edge_id</span> <span class="o">=</span> <span class="n">cable_id</span>
+        <span class="k">try</span><span class="p">:</span>
+            <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">graph</span><span class="o">.</span><span class="n">edges</span><span class="p">[</span><span class="n">edge_id</span><span class="p">][</span><span class="s2">&quot;cable&quot;</span><span class="p">]</span>
+        <span class="k">except</span> <span class="ne">KeyError</span><span class="p">:</span>
+            <span class="k">raise</span> <span class="ne">KeyError</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Edge </span><span class="si">{</span><span class="n">edge_id</span><span class="si">}</span><span class="s2"> is invalid.&quot;</span><span class="p">)</span></div>
+
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">current_availability</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Calculates the product of all system ``operating_level`` variables across</span>
+<span class="sd">        the windfarm using the following forumation.</span>
+
+<span class="sd">        .. math::</span>
+<span class="sd">            \sum{</span>
+<span class="sd">                OperatingLevel_{substation_{i}} *</span>
+<span class="sd">                \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}</span>
+<span class="sd">            }</span>
+
+<span class="sd">        where the :math:``{OperatingLevel}`` is the product of the operating level</span>
+<span class="sd">        of each subassembly on a given system (substation or turbine), and the</span>
+<span class="sd">        :math:``{Weight}`` is the proportion of one turbine&#39;s capacity relative to</span>
+<span class="sd">        the whole windfarm.</span>
+<span class="sd">        &quot;&quot;&quot;</span>  <span class="c1"># noqa: W605</span>
+        <span class="n">operating_levels</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">s_id</span><span class="p">:</span> <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level</span>
+                <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;turbines&quot;</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+            <span class="p">]</span>
+            <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span>
+        <span class="p">}</span>
+        <span class="n">availability</span> <span class="o">=</span> <span class="n">fsum</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">s_id</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level</span>
+                <span class="o">*</span> <span class="n">fsum</span><span class="p">(</span>
+                    <span class="n">operating_levels</span><span class="p">[</span><span class="n">s_id</span><span class="p">]</span>
+                    <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;weights&quot;</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">availability</span>
+
+    <span class="nd">@property</span>
+    <span class="k">def</span> <span class="nf">current_availability_wo_servicing</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-&gt;</span> <span class="nb">float</span><span class="p">:</span>
+<span class="w">        </span><span class="sa">r</span><span class="sd">&quot;&quot;&quot;Calculates the product of all system ``operating_level`` variables across</span>
+<span class="sd">        the windfarm using the following forumation, ignoring 0 operating level due to</span>
+<span class="sd">        ongoing servicing.</span>
+
+<span class="sd">        .. math::</span>
+<span class="sd">            \sum{</span>
+<span class="sd">                OperatingLevel_{substation_{i}} *</span>
+<span class="sd">                \sum{OperatingLevel_{turbine_{j}} * Weight_{turbine_{j}}}</span>
+<span class="sd">            }</span>
+
+<span class="sd">        where the :math:``{OperatingLevel}`` is the product of the operating level</span>
+<span class="sd">        of each subassembly on a given system (substation or turbine), and the</span>
+<span class="sd">        :math:``{Weight}`` is the proportion of one turbine&#39;s capacity relative to</span>
+<span class="sd">        the whole windfarm.</span>
+<span class="sd">        &quot;&quot;&quot;</span>  <span class="c1"># noqa: W605</span>
+        <span class="n">operating_levels</span> <span class="o">=</span> <span class="p">{</span>
+            <span class="n">s_id</span><span class="p">:</span> <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level_wo_servicing</span>
+                <span class="k">for</span> <span class="n">t</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;turbines&quot;</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+            <span class="p">]</span>
+            <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span>
+        <span class="p">}</span>
+        <span class="n">availability</span> <span class="o">=</span> <span class="n">fsum</span><span class="p">(</span>
+            <span class="p">[</span>
+                <span class="bp">self</span><span class="o">.</span><span class="n">system</span><span class="p">(</span><span class="n">s_id</span><span class="p">)</span><span class="o">.</span><span class="n">operating_level_wo_servicing</span>
+                <span class="o">*</span> <span class="n">fsum</span><span class="p">(</span>
+                    <span class="n">operating_levels</span><span class="p">[</span><span class="n">s_id</span><span class="p">]</span>
+                    <span class="o">*</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span><span class="p">[</span><span class="n">s_id</span><span class="p">][</span><span class="s2">&quot;weights&quot;</span><span class="p">]</span>  <span class="c1"># type: ignore</span>
+                <span class="p">)</span>
+                <span class="k">for</span> <span class="n">s_id</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">substation_turbine_map</span>
+            <span class="p">]</span>
+        <span class="p">)</span>
+        <span class="k">return</span> <span class="n">availability</span></div>
+
+</pre></div>
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
+            
+            
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+            
+          </div>
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+            
+<div class="bd-footer-content__inner container">
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+    
+<p class="component-author">
+By Rob Hammond
+</p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+
+  <p class="copyright">
+    
+      © Copyright 2021 Alliance for Sustainable Energy, LLC.
+      <br/>
+    
+  </p>
+
+  </div>
+  
+  <div class="footer-item">
+    
+  </div>
+  
+  <div class="footer-item">
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diff --git a/_sources/API/core.md b/_sources/API/core.md
new file mode 100644
index 00000000..2d80a44f
--- /dev/null
+++ b/_sources/API/core.md
@@ -0,0 +1,64 @@
+(core)=
+# Simulation Core Classes
+
+There are a variety of components that enable a simulation to be run, from the
+environment to the management of repairs to the servicing equipment. The below will show
+how each of the APIs are powered to enable the full flexibility of modeling.
+
+```{image} ../images/simulation_tools.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+(core:environment)=
+## Environment
+
+```{eval-rst}
+.. autoclass:: wombat.core.environment.WombatEnvironment
+   :members:
+   :undoc-members:
+```
+
+(core:repair-manager)=
+## Repair Management
+
+```{eval-rst}
+.. autoclass:: wombat.core.repair_management.RepairManager
+   :members:
+   :undoc-members:
+   :exclude-members: _current_id
+```
+
+(core:service-equipment)=
+## Servicing Equipment
+
+```{eval-rst}
+.. automodule:: wombat.core.service_equipment
+   :members:
+   :inherited-members:
+   :exclude-members: ServiceEquipment
+
+.. autoclass:: wombat.core.service_equipment.ServiceEquipment
+   :members:
+   :inherited-members:
+   :undoc-members:
+   :exclude-members: env, windfarm, manager, settings, port
+```
+
+(core:port)=
+## Port
+
+```{eval-rst}
+.. automodule:: wombat.core.port
+   :exclude-members: Port
+
+.. autoclass:: wombat.core.port.Port
+   :members: transfer_requests_from_manager, repair_single, run_repairs,
+      wait_until_next_shift, run_tow_to_port, run_unscheduled_in_situ
+   :inherited-members:
+   :undoc-members:
+   :exclude-members: env, windfarm, manager, settings, requests_serviced, turbine_manager,
+      crew_manager, tugboat_manager, active_repairs, GetQueue, PutQueue, capacity, get,
+      get_queue, items, put, put_queue
+```
diff --git a/_sources/API/index.md b/_sources/API/index.md
new file mode 100644
index 00000000..6bf663d1
--- /dev/null
+++ b/_sources/API/index.md
@@ -0,0 +1,21 @@
+# WOMBAT API
+
+The WOMBAT framework relies on a set of base data classes powered by the attrs
+library and a series of simulation classes and methods to perform all the operations.
+
+To make it easier for users, there is also a simulation interface provided.
+
+## Package Hierarchy
+
+```{image} ../images/package_hierarchy.svg
+:alt:
+:align: center
+```
+
+## Class Hierarchy
+
+```{image} ../images/class_diagram.svg
+:alt:
+:align: center
+:width: 2400px
+```
diff --git a/_sources/API/simulation_api.md b/_sources/API/simulation_api.md
new file mode 100644
index 00000000..c9652daa
--- /dev/null
+++ b/_sources/API/simulation_api.md
@@ -0,0 +1,51 @@
+(simulation-api)=
+# Simulation API
+
+```{image} ../images/simulation_api.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+(simulation-api:config)=
+## Configuration
+
+```{eval-rst}
+.. autoclass:: wombat.core.simulation_api.Configuration
+   :members:
+   :undoc-members:
+   :exclude-members: name, library, layout, service_equipment, weather, workday_start,
+    workday_end, inflation_rate, fixed_costs, project_capacity, start_year, end_year,
+    port, port_distance, non_operational_start, non_operational_end, reduced_speed_start,
+    reduced_speed_end, reduced_speed, random_seed, random_generator
+```
+
+(simulation-api:interface)=
+## Simulation Interface
+
+```{eval-rst}
+.. autoclass:: wombat.core.simulation_api.Simulation
+   :members:
+   :undoc-members:
+   :exclude-members: setup_simulation, config, env, initialize_metrics, library_path,
+    metrics, repair_manager, service_equipment, windfarm, port, random_seed,
+    random_generator
+```
+
+(simulation-api:metrics)=
+## Metrics Computation
+
+For example usage of the Metrics class and its associated methods, please see the
+[examples documentation page](../examples/metrics_demonstration)
+
+```{eval-rst}
+.. autoclass:: wombat.core.post_processor.Metrics
+   :members: from_simulation_outputs, power_production, time_based_availability,
+    production_based_availability, capacity_factor, task_completion_rate,
+    equipment_costs, service_equipment_utilization, vessel_crew_hours_at_sea,
+    number_of_tows, labor_costs, equipment_labor_cost_breakdowns, emissions,
+    process_times, component_costs, port_fees, project_fixed_costs, opex, npv
+   :member-order: bysource
+   :undoc-members:
+   :exclude-members:
+```
diff --git a/_sources/API/types.md b/_sources/API/types.md
new file mode 100644
index 00000000..d8c2340f
--- /dev/null
+++ b/_sources/API/types.md
@@ -0,0 +1,200 @@
+(types)=
+# Data Classes
+
+The WOMBAT architecture relies heavily on a base set of data classes to process most of
+the model's inputs. This enables a rigid, yet robust data model to properly define a
+simulation.
+
+```{image} ../images/data_classes.svg
+:alt:
+:align: center
+:width: 2400px
+```
+
+## What is this `FromDictMixin` I keep seeing in the code diagrams?
+
+The `FromDictMixin` class provides a standard method for providing dictionary definitions
+to `attrs` dataclasses without worrying about overloading the definition. Plus, you get
+the convenience of writing `cls.from_dict(data_dict)` instead of cls(**data_dict), and
+hoping for the best.
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.FromDictMixin
+   :members:
+   :undoc-members:
+   :exclude-members:
+```
+
+(types:maintenance)=
+## Scheduled and Unscheduled Maintenance
+
+(types:maintenance:scheduled)=
+### Maintenance Tasks
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.Maintenance
+   :members:
+   :undoc-members:
+   :exclude-members: time, materials, frequency, equipment, system_value, description,
+    level, operation_reduction, rng, service_equipment, replacement
+```
+
+(types:maintenance:unscheduled)=
+### Failures
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.Failure
+   :members:
+   :undoc-members:
+   :exclude-members: scale, shape, time, materials, operation_reduction, weibull, name,
+    maintenance, failures, level, equipment, system_value, description, rng,
+    service_equipment, replacement
+```
+
+(types:maintenance:requests)=
+### Repair Requests
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.RepairRequest
+   :members:
+   :undoc-members:
+   :exclude-members: system_id, system_name, subassembly_id, subassembly_name,
+    severity_level, details, cable, upstream_turbines, upstream_cables,
+```
+
+(types:service-equipment)=
+## Servicing Equipment and Crews
+
+### Service Equipment
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: data_dict, strategy
+```
+
+### ServiceCrew
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ServiceCrew
+   :members:
+   :undoc-members:
+   :exclude-members: n_day_rate, day_rate, n_hourly_rate, hourly_rate
+```
+
+(types:service-equipment:scheduled)=
+### Scheduled Service Equipment
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.ScheduledServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: name, equipment_rate, day_rate, n_day_rate, hourly_rate,
+    n_hourly_rate, start_month, start_day, start_year, end_month, end_day, end_year,
+    capability, mobilization_cost, mobilization_days, speed, max_windspeed_repair,
+    max_windspeed_transport, max_waveheight_transport, max_waveheight_repair, onsite,
+    method, max_severity, operating_dates, create_date_range, workday_start,
+    workday_end, crew, crew_transfer_time, n_crews, strategy, port_distance,
+    reduced_speed_start, reduced_speed_end, reduced_speed, speed_reduction_factor,
+    non_operational_end, non_operational_start,
+```
+
+(types:service-equipment:unscheduled)=
+### Unscheduled Service Equipment
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.UnscheduledServiceEquipmentData
+   :members:
+   :undoc-members:
+   :exclude-members: name, equipment_rate, day_rate, n_day_rate, hourly_rate,
+    n_hourly_rate, start_month, start_day, start_year, end_month, end_day, end_year,
+    capability, mobilization_cost, mobilization_days, speed, max_windspeed_repair,
+    max_windspeed_transport, max_waveheight_transport, max_waveheight_repair, onsite,
+    method, max_severity, operating_dates, create_date_range, workday_start,
+    workday_end, crew, crew_transfer_time, n_crews, strategy, strategy_threshold,
+    speed_reduction_factor, non_operational_end, non_operational_start, unmoor_hours,
+    reconnection_hours, port_distance, reduced_speed_start, reduced_speed_end,
+    reduced_speed, tow_speed, charter_days
+```
+
+(types:service-equipment:ports)=
+### Port Configuration
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.PortConfig
+   :members:
+   :undoc-members:
+   :exclude-members: name, tugboats, crew, n_crews, max_operations, workday_start,
+    workday_end, site_distance, annual_fee, non_operational_start, non_operational_end,
+    reduced_speed_start, reduced_speed_end, reduced_speed, non_operational_dates_set,
+    reduced_speed_dates_set, non_stop_shift
+```
+
+## Wind Farm Support
+
+(types:windfarm:subassembly)=
+### Subassembly Model
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.SubassemblyData
+   :members:
+   :undoc-members:
+   :exclude-members: name, maintenance, failures, system_id, system_name, system_value,
+    subassembly_id, subassembly_name, severity_level, details, cable, upstream_turbines,
+    rng
+```
+
+### Wind Farm Map
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.WindFarmMap
+   :members:
+   :undoc-members:
+   :exclude-members: substation_map, export_cables
+```
+
+### Substation Map
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.SubstationMap
+   :members:
+   :undoc-members:
+   :exclude-members: string_starts, string_map, downstream
+```
+
+### String
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.String
+   :members:
+   :undoc-members:
+   :exclude-members: start, upstream_map
+```
+
+### Sub String
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.SubString
+   :members:
+   :undoc-members:
+   :exclude-members: downstream, upstream
+```
+
+## Miscellaneous
+
+(types:misc:fixed-costs)=
+### Fixed Cost Model
+
+```{eval-rst}
+.. autoclass:: wombat.core.data_classes.FixedCosts
+   :members:
+   :undoc-members:
+   :exclude-members: operations, operations_management_administration,
+    project_management_administration, marine_management, weather_forecasting,
+    condition_monitoring, operating_facilities, environmental_health_safety_monitoring,
+    insurance, brokers_fee, operations_all_risk, business_interruption,
+    third_party_liability, storm_coverage, annual_leases_fees, submerge_land_lease_costs,
+    transmission_charges_rights, onshore_electrical_maintenance, labor, resolution,
+    hierarchy, cost_category_validator
+```
diff --git a/_sources/API/utilities.md b/_sources/API/utilities.md
new file mode 100644
index 00000000..2fef8efa
--- /dev/null
+++ b/_sources/API/utilities.md
@@ -0,0 +1,33 @@
+# Helpers and Plotting
+
+## Plotting
+
+```{eval-rst}
+.. automodule:: wombat.utilities.plot
+   :members:
+   :undoc-members:
+```
+
+## Logging functions
+
+```{eval-rst}
+.. automodule:: wombat.utilities.logging
+   :members:
+   :undoc-members:
+```
+
+## Time Calculations
+
+```{eval-rst}
+.. automodule:: wombat.utilities.time
+   :members:
+   :undoc-members:
+```
+
+## Miscellaneous
+
+```{eval-rst}
+.. automodule:: wombat.utilities.utilities
+   :members:
+   :undoc-members:
+```
diff --git a/_sources/API/windfarm.md b/_sources/API/windfarm.md
new file mode 100644
index 00000000..883d0eef
--- /dev/null
+++ b/_sources/API/windfarm.md
@@ -0,0 +1,37 @@
+# Wind Farm Classes
+
+The wind farm classes define how the wind farm's graph model are created, and power the
+timing out of the failures and maintenance events within the simulation for the cables,
+substations, and turbines.
+
+## Wind Farm
+
+```{eval-rst}
+.. automodule:: wombat.windfarm.windfarm
+   :members:
+   :undoc-members:
+```
+
+## System: Wind turbine or substation
+
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.system
+   :members:
+   :undoc-members:
+```
+
+## Subassembly: The modeled components of a system
+
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.subassembly
+   :members:
+   :undoc-members:
+```
+
+## Cable: Hybrid system and subassembly model
+
+```{eval-rst}
+.. automodule:: wombat.windfarm.system.cable
+   :members:
+   :undoc-members:
+```
diff --git a/_sources/changelog.md b/_sources/changelog.md
new file mode 100644
index 00000000..e618ec52
--- /dev/null
+++ b/_sources/changelog.md
@@ -0,0 +1,4 @@
+# Change Log
+
+```{include} ../CHANGELOG.md
+```
diff --git a/_sources/contributing.md b/_sources/contributing.md
new file mode 100644
index 00000000..12ef6995
--- /dev/null
+++ b/_sources/contributing.md
@@ -0,0 +1,278 @@
+# Contributor's Guide
+
+(contributing:getting-started)=
+## Getting Started
+
+These contributing guidelines should be read by software developers wishing to contribute code or
+documentation changes into WOMBAT, or to push changes upstream to the main WISDEM/WOMBAT repository.
+
+1. Create a fork of WOMBAT on GitHub
+2. Clone your fork of the repository
+
+    ```bash
+    git clone -b develop https://github.com/<your-GitHub-username>/WOMBAT.git
+    ```
+
+3. Move into the WOMBAT source code directory
+
+    ```bash
+    cd WOMBAT/
+    ```
+
+4. Install WOMBAT in editable mode with the appropriate developer tools
+
+   - ``".[dev]"`` is for the linting, autoformatting, testing, and code checking tools
+   - ``".[docs]"`` is for the documentation building tools. Ideally, developers should also be
+     contributing to the documentation, and therefore checking that the documentation builds locally.
+
+    ```bash
+    pip install -e ".[dev,docs]"
+    ```
+
+5. Turn on the automated linting and code checking tools. Pre-commit runs at the commit level, and
+   will only check files that have been modified and staged (e.g., `git add <your-changed-file>`).
+
+   ```bash
+   pre-commit install
+   ```
+
+## Keeping your fork in sync with WISDEM/WOMBAT
+
+The "main" WOMBAT repository is regularly updated with ongoing research at NREL and beyond. After
+creating and cloning your fork from the previous section, you might be wondering how to keep it
+up to date with the latest improvements.
+
+Please note that the below process may introduce merge conflicts with your work, and this does not
+provide guidance about how to deal with those conflicts. Here is a good resource for working on
+[merge conflicts](https://www.atlassian.com/git/tutorials/using-branches/merge-conflicts) that will
+inevitably arise in development work.
+
+1. Ensure you're in the WOMBAT folder. This may look different depending on your operating system.
+
+   ```bash
+   cd /your/path/to/WOMBAT/
+   ```
+
+2. If you haven't already, add WISDEM/WOMBAT as the "upstream" location (or whichever naming
+   convention you prefer).
+
+   ```bash
+   git remote add upstream https://github.com/WISDEM/WOMBAT.git
+   ```
+
+   To find the name you've given WISDEM/WOMBAT again, you can simply run the following to display
+   all the remote sources you're tracking.
+
+   ```bash
+   git remote -v
+   ```
+
+3. Fetch all the remote changes
+
+   ```bash
+   git fetch --all
+   ```
+
+4. Sync the upstream (WISDEM) changes
+
+   ```bash
+   # If there was a new release this will need to be updated
+   git checkout main
+   git pull upstream main
+
+   # Most common branch to bring up to speed
+   git checkout develop
+   git pull upstream develop
+   ```
+
+5. Bring your feature branch up to date with the latest changes, assuming you started from the
+   develop branch.
+
+   ```bash
+   git checkout feature/your_contribution
+   git merge develop
+   ```
+
+## Issue Tracking
+
+New feature requests, changes, enhancements, non-methodology features, and bug reports can be filed
+as new issues in the [Github.com issue tracker](https://github.com/WISDEM/WOMBAT/issues) at any time.
+Please be sure to fully describe the issue.
+
+For other issues, please email rob.hammond@nrel.gov.
+
+### Issue Submission Checklist
+
+1. Does the issue already exist?
+   Yes: If you find your issue already exists, make relevant comments and add your
+   [reaction](https://github.com/blog/2119-add-reactions-to-pull-requests-issues-and-comments).
+   Use a reaction in place of a "+1" comment:
+
+   - 👍 - upvote
+   - 👎 - downvote
+
+2. Is this an individual bug report or feature request?
+3. Can the bug be easily reproduced?
+   1. Be sure to include enough details about your setup and the issue you've encountered
+   2. Simplify as much of the code as possible to better isolate the problem
+4. Will someone else understand the issue or change requested given the information provided?
+
+## Repository
+
+The WOMBAT repository is hosted on Github, and located here: http://github.com/WISDEM/WOMBAT
+
+This repository is organized using a modified git-flow system. Branches are organized as follows:
+
+- main: Stable release version. Must have good test coverage and may not have all the newest features.
+- develop: Development branch which contains the newest features. Tests must pass, but code may be
+  unstable.
+- feature/xxx: Feature ranch from develop, should reference a GitHub issue number.
+- fix/xxx: Bug fix branch from develop, should reference a GitHub issue number. Can be based off
+  main if this is a necessary patch.
+
+To work on a feature, please fork WOMBAT first and then create a feature branch in your own fork.
+Work out of this feature branch before submitting a pull request.
+
+Be sure to periodically synchronize the upstream develop branch into your feature branch to avoid
+conflicts in the pull request.
+
+When your branch is ready, make a pull request to WISDEM/WOMBAT through the
+[GitHub web interface](https://github.com/WISDEM/WOMBATpulls).
+
+## Coding Style
+
+This code uses a ``pre-commit`` workflow where code styling and linting is taken care of when a user
+commits their code. Specifically, this code utilizes ``black`` for automatic formatting (line
+length, quotation usage, hanging lines, etc.), ``isort`` for automatic import sorting, ``mypy``
+for typing, and ``ruff`` for linting.
+
+To activate the ``pre-commit`` workflow, the user must install the developer version as outlined in
+the [getting started section](contributing:getting-started), and run the following line:
+
+```bash
+pre-commit install
+```
+
+## Documentation
+
+Documentation is written primarily using Markdown, with some components written in
+ReStructured Text, and is located in the `WOMBAT/docs/` directory. Additionally, all method and class
+documentation is written as NumPy-style docstrings in the code itself, with some aspects documented
+inline as needed.
+
+If the `docs` extras haven't already been installed, be sure to do so before you attempt to build
+the documentation site.
+
+```bash
+# Navigate to the top level directory of the repository
+cd WOMBAT/
+
+# Install the additional dependencies
+pip install -e ".[docs]"
+```
+
+Now, run the build command as follows.
+
+```bash
+# Build the docs
+jupyter-book build docs
+```
+
+## Testing
+
+All code should be paired with a corresponding unit, regression, or integration test written with
+the pytest framework.
+
+To run the tests you can use any of the following commands, depending on your needs.
+
+1. All the tests and check for test coverage:
+
+   ```bash
+   pytest --cov=WOMBAT
+   ```
+
+2. All the tests:
+
+   ```bash
+   pytest
+   ```
+
+(contributing:pull-request)=
+## Pull Request
+
+Pull requests must be made for all changes. Most pull requests should be made against the develop
+branch unless patching a bug that needs to be addressed immediately, and only core developers should
+make pull requests to the main branch.
+
+All pull requests, regardless of the base branch, must include updated documentation and pass all
+tests. In addition, code coverage should not be significantly negatively affected.
+
+### Scope
+
+Encapsulate the changes of one issue, or multiple if they are highly related. Three small pull
+requests is greatly preferred over one large pull request. Not only will the review process be
+shorter, but the review will be more focused and of higher quality, benefitting the author and code
+base. Be sure to write a complete description of these changes in the pull request body.
+
+### Tests
+
+All tests must pass. Pull requests will be rejected or have changes requested if tests do not pass,
+or cannot pass with changes. Tests are automatically run through Github Actions for any pull request
+or push to the main or develop branches, but should also be run locally before submission.
+
+#### Test Coverage
+
+The testing framework described below will generate a coverage report from the tests run through
+GitHub Actions. Please ensure that your work is fully covered by running them locally with the
+coverage report enabled.
+
+### Documentation
+
+Include any relevant changes to inline documentation, docstrings, and any of the documentation files
+located in `WOMBAT/docs/`. Pull requests will not be accepted until these changes are complete.
+
+Be sure to build the documentation and run the examples in the CLI locally prior to submission.
+
+### Changelog
+
+All changes must be documented appropriately in CHANGELOG.md in the [Unreleased] section.
+
+## Release Process
+
+This section is a reference for WOMBAT's maintainers to keep processes largely consistent
+over time, regardless of who the core developers are.
+
+1. Bump version number and metadata in `WOMBAT/__init__.py`
+2. Bump version numbers of any dependencies in `setup.py`. Be sure to separate to keep dependencies
+   separated by what they are required for (see the `project.optional-dependencies` section of
+   `pyproject.toml`)
+3. Update the changelog at `WOMBAT/CHANGELOG.md`, changing the "UNRELEASED" section to the new
+   version and the release date (e.g. "[2.3 - 2022-01-18]").
+4. Make a pull request into develop with these updates, and be sure to follow the guide in
+   [Pull Requests](contributing:pull-request).
+
+5. Merge develop into main through the git command line
+
+  ```bash
+   git checkout main
+   git merge develop
+   git push
+   ```
+
+- Tag the new release version:
+
+  ```bash
+   git tag -a v1.2.3 -m "Tag message for v1.2.3"
+   git push origin v1.2.3
+   ```
+
+   The above process will trigger the `.github/workflows/python-publish-test.yml` GitHub Action
+   that builds the package and pushes it to Test PyPI. If this is successful, you can move to the
+   next step, otherwise the errors from the action should be addressed, and the tag should be
+   deleted, then recreated after the fix is published.
+
+- Deploying a Package to PyPi
+  - The repository is equipped with a GitHub Action to build and publish new versions to PyPI. A
+    maintainer can invoke this workflow by creating a new release on GitHub that corresponds to the
+    created tag in the previous step.
+  - The action is defined in `.github/workflows/python-publish.yml`.
diff --git a/_sources/examples/examples_reference.md b/_sources/examples/examples_reference.md
new file mode 100644
index 00000000..57494d18
--- /dev/null
+++ b/_sources/examples/examples_reference.md
@@ -0,0 +1,58 @@
+# Examples Reference
+
+This page will provide a brief overview of the varying examples available in the
+[examples folder on GitHub](https://github.com/WISDEM/WOMBAT/blob/main/examples).
+
+## `archival/`
+
+This contains the old notebooks and data used to prepare the unveiling of the model to
+DOE. The results are displayed in
+[presentations section](presentations:fy20-doe) of the documentation.
+
+## Explanations
+
+The following notebooks are aimed at demonstrating and explaining various functionality
+to users.
+
+### `how_to.ipynb`
+
+This is a Jupyter Notebook version of the [*How To* section](./how_to.md) of the
+documentation that allows users to interact with the walk through.
+
+### `strategy_demonstration.ipynb`
+
+This is a Jupyter Notebook version of the
+[*Strategy Demonstration* section](./strategy_demonstration.md) of the documentation
+that allows users to interact with the walk through.
+
+### `metrics_demonstration.ipynb`
+
+This is a Jupyter Notebook version of the
+[*Metrics Demonstration* section](./metrics_demonstration.md) of the documentation that
+allows users to interact with the varying maintenance strategy models.
+
+### `NAWEA_interactive_walkthrough.ipynb`
+
+This is the notebook used for the NAWEA WindTech 2023 Workshop. See
+[here](../workshops/nawea_wind_tech_2023.md) for details.
+
+## Validation
+
+### `dinwoodie_validation.ipynb`
+
+This shows the latest results of the model validation using the modeling parameters from
+Dinwoodie, et. al, 2015 [^dinwoodie2015reference].
+
+### `iea_26_validation.ipynb`
+
+This shows the latest results of the model validation using the modeling parameters from
+IEA, 2016 [^smart2016iea].
+
+### `timing_benchmarks.ipynb`
+
+This notebook is a simple benchmark for comparing run times between releases from NREL's
+FY22 & FY23. That said, there has been a change in computers since running this, and
+the listed times for v0.7 in the notebooks will not match those in this example.
+
+[^dinwoodie2015reference]: Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. *Wind Engineering*, 39(1):1–14, 2015.
+[^smart2016iea]: Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.
diff --git a/_sources/examples/how_to.md b/_sources/examples/how_to.md
new file mode 100644
index 00000000..c1ce1795
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+---
+jupytext:
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+# How To Use WOMBAT
+
+This tutorial will walk through the setup, running, and results stages of a WOMBAT
+simulation while providing background information about how each component is related.
+
+## Imports
+
+The following code block demonstrates a typical setup for working with WOMBAT and
+running analyses.
+
+```{code-cell} ipython3
+from time import perf_counter  # timing purposes only
+
+import numpy as np
+import pandas as pd
+
+from wombat import Simulation
+from wombat.core.library import load_yaml, DINWOODIE
+
+# Seed the random variable for consistently randomized results
+np.random.seed(0)
+
+# Improve the legibility of DataFrames
+pd.set_option("display.float_format", '{:,.2f}'.format)
+pd.set_option("display.max_rows", 1000)
+pd.set_option("display.max_columns", 1000)
+```
+
+## Defining the Simulation
+
+The following will demonstrate the required information to run a simulation. For the
+purposes of this tutorial, we'll be working with the data under
+`library/code_comparison/dinwoodie` in the Github repository, and specifically the base
+case.
+
+One important item to note is that the library structure is enforced within the code so all
+data must be placed in the appropriate locations in your analysis' library as follows:
+
+```{warning}
+As of v0.6, the following structure will be adopted to mirror the format of the
+[ORBIT library structure](https://github.com/WISDEM/ORBIT/blob/master/ORBIT/core/library.py#L7-L24)
+to increase compatibility between similar libraries.
+
+As of v0.9, the library structure shown below is the only one that will work.
+```
+
+To help users convert to the new structure, the following method is provided to create
+the required folder structure for users.
+
+```{code-block} python
+
+from wombat import create_library_structure  # located in wombat.core.library
+
+new_library = "library"
+create_library_structure(new_library)
+```
+
+The above method call will produce the below folder and subfolder structure.
+
+```
+<library>
+  ├── project
+    ├── config     <- Project-level configuration files
+    ├── port       <- Port configuration files
+    ├── plant      <- Wind farm layout files
+  ├── cables       <- Export and Array cable configuration files
+  ├── substations  <- Substation configuration files
+  ├── turbines     <- Turbine configuration and power curve files
+  ├── vessels      <- Land-based and offshore servicing equipment configuration files
+  ├── weather      <- Weather profiles
+  ├── results      <- The analysis log files and any saved output data
+```
+
+As a convenience feature you can import the provided validation data libraries as
+`DINWOODIE` or `IEA_26` as is seen in the imports above, and a consistent path will be
+enabled.
+
+In practice, any folder location can be used so long as it follows the subfolder
+structure provided here.
+
+(how_to:configure:layout)=
+### Wind Farm Layout
+
+The wind farm layout is determined by a csv file, `dinwoodie/windfarm/layout.csv` in
+this case. Below is a sample of what information is required and how to use each field,
+followed by a visual example. It should be noted that none of the headings are
+case-sensitive.
+
+id (required)
+: Unique identifier for the asset; no spaces allowed.
+
+substation_id (required)
+: The id field for the substation that the asset connects to; in the case that this is a
+  substation, then this field should be the same as `id`; no spaces allowed.
+
+name (required)
+: A descriptive name for the turbine, if desired. This can be the same as `id`.
+
+type (optional)
+: One of "turbine" or "substation". This is required to accurately model a
+  multi-substation wind farm. The base assumption is that a substation connects to
+  itself as a means to model the export cable connecting to the interconnection point,
+  however, this is not always the case, as substations may be connected through their
+  export systems. Using this filed allows for that connection to be modeled accurately.
+
+longitude (optional)
+: The longitudinal position of the asset, can be in any geospatial reference; optional.
+
+latitude (optional)
+: The latitude position of the asset, can be in any geospatial reference; optional.
+
+string (required)
+: The integer, zero-indexed, string number for where the turbine will be positioned.
+
+order (required)
+: The integer, zero-indexed position on the string for where the turbine will be
+  positioned.
+
+distance (optional)
+: The distance to the upstream asset; if this is calculated (input = 0), then the
+  straight line distance is calculated using the provided coordinates (WGS-84 assumed).
+
+subassembly (required)
+: The file that defines the asset's modeling parameters.
+
+upstream_cable (required)
+: The file that defines the upstream cable's modeling parameters.
+
+upstream_cable_name (optional)
+: The descriptive name to give to the cable that will be used during logging. This
+  enables users to use a single cable definition file while maintaining the naming
+  conventions used for the wind farm being simulated.
+
+```{note}
+In the example below, there are a few noteworthy caveats that will set the stage for
+later input reviews:
+ - The cables are not modeled, which has a couple of implications
+   - There only needs to be one string "0"
+   - The cable specifications are required, even if not being modeled (details later)
+ - longitude, latitude, and distance are all "0" because the spatial locations are not used
+ - subassembly is all "vestas_v90.yaml", but having to input the turbine subassembly model
+  means that multiple turbine types can be used on a windfarm.
+    - This same logic applies to the upstream_cable so that multiple cable types can be
+     used as appopriate.
+```
+
+<div style="overflow-y:auto;overflow-x:auto">
+
+| id | substation_id | name | type | longitude | latitude | string | order | distance | subassembly | upstream_cable |
+| :-- | :-- | :-- | :-- | --: | --: | --: | --: | --: | :-- | :-- |
+| OSS1 | OSS1 | OSS1 | substation | 0 | 0 |  |  |  | offshore_substation.yaml | export.yaml |
+| S00T1 | OSS1 | S00T1 | turbine | 0 | 0 | 0 | 0 | 0 | vestas_v90.yaml | array.yaml |
+| S00T2 | OSS1 | S00T2 | turbine | 0 | 0 | 0 | 1 | 0 | vestas_v90.yaml | array.yaml |
+| S00T3 | OSS1 | S00T3 | turbine | 0 | 0 | 0 | 2 | 0 | vestas_v90.yaml | array.yaml |
+| ... |
+| S00T79 | OSS1 | S00T79 | turbine | 0 | 0 | 0 | 78 | 0 | vestas_v90.yaml | array.yaml |
+| S00T80 | OSS1 | S00T80 | turbine | 0 | 0 | 0 | 79 | 0 | vestas_v90.yaml | array.yaml |
+</div>
+
+(how_to:configure:weather)=
+### Weather Profile
+
+The weather profile will broadly define the simulation range with its start and stop
+points, though a narrower one can be used when defining the simulation (more later).
+
+The following columns should exist in the data set with the provided guidelines.
+
+datetime (required)
+: A date and time stamp, any format.
+
+windspeed (required)
+: The hourly, mean winds peed, in meters per second at the time stamp.
+
+waveheight (optional)
+: The hourly, mean wave height, in meters, at the time stamp. If waves are not required,
+    this can be filled with zeros, or be left out entirely.
+
+Below, is a demonstration of what `weather/alpha_ventus_weather_2002_2014.csv` looks like.
+
+| datetime | windspeed | waveheight |
+| :-- | --: | --: |
+| 1/1/02 0:00 | 11.75561096 | 1.281772405 |
+| 1/1/02 1:00 | 10.41321252 | 1.586584315 |
+| 1/1/02 2:00 | 8.959270788 | 1.725690828 |
+| 1/1/02 3:00 | 9.10014808 | 1.680982063 |
+| ... |
+| 12/31/14 22:00 | 14.40838803 | 0.869625003 |
+| 12/31/14 23:00 | 14.04563195 | 0.993031445 |
+
+(how_to:configure:environment)=
+### Environmental Considerations
+
+In addition to using weather conditions for site characteristics, WOMBAT is able to
+model environmental considerations where a port or site cannot be accessed, for example,
+when silt builds up and water depths become too low to tow a turbine into the port.
+There is also a feature for imposing maximum operating speeds, such as when there are
+animal migrations and vessels must slow down to avoid collisions with endangered species.
+
+Defining the `non_operational_start` and `non_operational_end` at either the servicing
+equipment, environment, or port level allows for the creation of an annualized date
+range spanning the length of the simulation where operations are not allowed to occur.
+When defined at the environment level, all servicing equipment and a port, if defined,
+will have this non-operational period applied, and if it's already existing, the more
+conservative of the date ranges will be applied. When defined at the port level, all
+associated servicing equipment (tugboats) will have the same inuring priority as when
+defined at the environment level.
+
+The same logic applies when defining the `reduced_speed_start` and `reduced_speed_end`
+for defining when the operating speeds of servicing equipment are capped at the
+`reduced_speed`. As is the case above, these variables can also be defined at the
+servicing equipment level for further customization.
+
+(how_to:configure:fixed-costs)=
+### Fixed Costs
+
+Please see the [`FixedCosts` API documentation](types:misc:fixed-costs) for
+details on this optional piece of financial modeling.
+
+For modeling a tow-to-port strategy that the port rental costs should be included in
+this category, and not in the port configuration.
+
+(how_to:configure:servicing-equipment)=
+### Servicing Equipment
+
+The servicing equipment control the actual repairs within a simulation, and as of v0.5,
+there are four different repair strategies that can be used: scheduled, downtime-based
+unscheduled, repair-based unscheduled, and tow-to-port. These are options are controlled
+through the `capability` settings in each equipment's configuration in conjunction with
+the `service_equipment` setting in the maintenance and failure configurations for each
+subassembly.
+
+For complete documentation of how the servicing equipment parameters are defined, please
+see the [ServiceEquipmentData API documentation](types:service-equipment)
+
+Below is a definition of the different equipment codes and their designations to show
+the breadth of what can be simulated. These codes do not have separate operating models,
+but instead allow the user to specify the types of operations the servicing equipment
+will be able to operate on. This model should be aligned with the `service_equipment`
+requirements in the subassembly failure and maintenance models.
+
+RMT
+: remote (no actual equipment BUT no special implementation), akin to remote resets
+
+DRN
+: drone, or potentially even helicopters by changing the costs
+
+CTV
+: crew transfer vessel/onsite truck
+
+SCN
+: small crane (i.e., field support vessel or cherry picker)
+
+LCN
+: large crane (i.e., heavy lift vessel or crawler crane)
+
+CAB
+: cabling-specific vessel/vehicle
+
+DSV
+: diving support vessel
+
+TOW
+: tugboat/towing (a failure with this setting will trigger a tow-to-port scenario where
+the simulation's `Port` will dispatch the tugboats as needed)
+
+AHV
+: anchor handling vessel (this is a variation on the tugboat for mooring repairs that
+will not tow anything between port and site, but operate at the site)
+
+Aside from the TOW and AHV capabilities there are no operations specific to each
+capability. The remaining configurations of a servicing equipment such as equipment
+rates, mobilization, labor, and operating limits will define the nature of its operation
+in tandem with a failure's `time` field. So for a remote reset (RMT), there will be a
+trivial equipment rate, if any, associated with it to account for the specific operations
+or resetting the subassembly remotely. Similarly, a drone repair or inspection (DRN)
+will not require any onboard crew, so labor will 0, or low if assuming an operator that
+is unaccounted for in the site `FixedCosts`, but will require more time than a remote
+reset in addition to a higher equipment cost.
+
+In addition to a variety of servicing equipment types, there is support for
+3 different equipment-level dispatch strategies, as described below. For a set of
+example scenarios, please see the [strategy demonstration](strategy_demonstration.ipynb).
+
+scheduled
+: dispatch servicing equipment for a specified date range each year
+
+requests
+: dispatch the servicing equipment once a `strategy_threshold` number of requests
+  that the equipment can service has been reached
+
+downtime
+: dispatch the servicing equipment once the wind farm's operating level reaches the
+  `strategy_threshold` percent downtime.
+
+### The System Models
+
+The actual assets on the windfarm such as cables, turbines, and substations, are
+referred to as systems in WOMBAT, and each has their own individual model. Within each
+of these systems, there are user-defined subassemblies (or components) that rely on
+two types of repair models:
+
+- maintenance: scheduled, fixed time interval-based maintenance tasks
+- failures: unscheduled, Weibull distribution-based modeled, maintenance tasks
+
+The subassemblies keys in the system YAML definition can be user-defined
+to accommodate the varying language among industry groups and generations of wind
+technologies. The only restrictions are the YAML keys must not contain any special
+characters, and cannot be repeated
+
+In the example below we show a `generator` subassembly with an annual service task and
+frequent manual reset. For a thorough definition, please read the API
+documentation of the [Maintenance](types:maintenance:scheduled) and
+[Failure](types:maintenance:unscheduled) data classes. Note that the yaml definition below
+specifies that maintenance tasks are in a bulleted list format and that failure
+defintions require a dictionary-style input with keys to match the severity level of a
+given failure. For more details on the complete subassembly definition, please visit the
+[Subassembly API documentation](types:windfarm:subassembly).
+
+```{code-block} yaml
+generator:
+  name: generator  # doesn't need to match the subassembly key that becomes System.id
+  maintenance:
+  - description: annual service
+    time: 60
+    materials: 18500
+    service_equipment: CTV
+    frequency: 365
+    operation_reduction: 0  # default value
+  failures:
+    1:
+      scale: 0.1333
+      shape: 1
+      time: 3
+      materials: 0
+      service_equipment: CTV
+      operation_reduction: 0.0
+      replacement: False  # default value
+      level: 1  # Note that the "level" value matches the key "1"
+      description: manual reset
+```
+
+#### Substations
+
+The substation model relies on two specific inputs, and one subassembly input (transformer).
+
+capacity_kw
+: The capacity of all turbines in the wind farm, neglecting any losses. Only needed if
+a $/kw cost basis is being used.
+
+capex_kw
+: The $/kw cost of the machine, if not providing absolute costs.
+
+Additional keys can be added to represent subassemblies, such as a transformer, in the
+same format as the generator example above. Similarly, a user can define as man or as
+few of the subassemblies as desired with their preferred naming conventions
+
+The following is an example of substation YAML definition with no modeled subassemblies.
+
+```{code-block} yaml
+capacity_kw: 670000
+capex_kw: 140
+transformer:
+  name: transformer
+  maintenance:
+    -
+      description: n/a
+      time: 0
+      materials: 0
+      service_equipment: CTV
+      frequency: 0
+  failures:
+    1:
+      scale: 0
+      shape: 0
+      time: 0
+      materials: 0
+      service_equipment: [CTV]
+      operation_reduction: 0
+      level: 1
+      description: n/a
+```
+
+#### Turbines
+
+The turbine has the most to define out of the three systems in the wind farm model.
+Similar to the substation, it relies mainly on the subassembly model with a few extra
+parameters, as defined here:
+
+capacity_kw
+: The capacity of the system. Only needed if a $/kw cost basis is being used.
+
+capex_kw
+: The $/kw cost of the machine, if not providing absolute costs.
+
+power_curve: file
+: File that provides the power curve definition.
+
+power_curve: bin_width
+The desired interval, in m/s, between adjacent points on the power curve to be used for
+power calculations.
+
+The `windfarm/vestas_v90.yaml` data file provides the following definition in addition
+to the maintenance and failure definitions that were shown previously.
+
+```{code-block} yaml
+capacity_kw: 3000
+capex_kw: 1300
+power_curve:
+  file: vestas_v90_power_curve.csv
+  bin_width: 0.5
+```
+
+The power curve input CSV requires the following two columns: `windspeed_ms` and
+`power_kw` that should be defined using the wind speed for a bin, in m/s and the power
+produced at that wind speed, in kW. The current method available for generating the
+power curve is the IEC 61400-12-1-2 method for a wind-speed binned power curve. If there
+is a need/desire for additional power curve methodologies, then
+[please submit an issue on the GitHub](https://github.com/WISDEM/WOMBAT/issues)!
+
+For an open source listing of a variety of land-based, offshore, and distributed wind
+turbine power curves, please visit the
+[NREL Turbine Models repository](https://github.com/NREL/turbine-models).
+
+#### Cables
+
+The array cable is the simplest format in that you only define a descriptive name,
+and the maintenance and failure events as below. It should be noted that the scheme
+is a combination of both the system and subassembly configuration.
+
+For export cables that connect substations, as opposed to an interconnection, they will
+not create dependencies because it is assumed they bypass the substation altogether,
+and connect directly with the export system. This means that if there is a failure at a
+downstream substation, the connecting export cable and its upstream turbine, substation,
+and cable connections will continue to operate normally.
+
+```{code-block} yaml
+name: array cable
+maintenance:
+  -
+    description: n/a
+    time: 0
+    materials: 0
+    service_equipment: CTV
+    frequency: 0
+failures:
+  1:
+    scale: 0
+    shape: 0
+    time: 0
+    materials: 0
+    operation_reduction: 0
+    service_equipment: CAB
+    level: 1
+    description: n/a
+```
+
+## Set Up the Simulation
+
+In the remaining sections of the tutorial, we will work towards setting up and running
+a simulation.
+
+### Define the data library path
+
+The set library enables WOMBAT to easily access and store data files consistently. Here,
+the `DINWOODIE` reference is going to be used again.
+
+```{note}
+If a custom library is being used, the `library_path` must be the full path name to the
+location of the folder where the configuration data is contained.
+```
+
+```{warning}
+In v0.6, a new library structure
+```
+
+```{code-cell} ipython3
+library_path = DINWOODIE  # or user-defined path for an external data library
+```
+
+### The configuration file
+
+In the configuration below, there are a number of data points that will define our
+wind farm layout, weather conditions, working hours, customized start and completion
+years, project size, financials, and the servicing equipment to be used. Note that there
+can be as many or as few of the servicing equipment units as desired.
+
+The purpose of an overarching configuration file is to provide a single place to define
+the primary inputs for a simulation. Below the base configuration is loaded and displayed
+with comments to show where each of files are located in the library structure. WOMBAT
+will know where to go for these pointers when the simulation is initialized so the data
+is constructed and validated correctly.
+
+```{code-cell} ipython3
+config = load_yaml(library_path / "project/config", "base.yaml")
+```
+
+```{code-block} yaml
+# Contents of: dinwoodie / config / base.yaml
+name: dinwoodie_base
+weather: alpha_ventus_weather_2002_2014.csv  # located in: dinwoodie / weather
+service_equipment:
+# YAML-encoded list, but could also be created in standard Python list notation with
+# square brackets: [ctv1.yaml, ctv2.yaml, ..., hlv_requests.yaml]
+# All below equipment configurations are located in: dinwoodie / vessels
+  - ctv1.yaml
+  - ctv2.yaml
+  - ctv3.yaml
+  - fsv_requests.yaml
+  - hlv_requests.yaml
+layout: layout.csv  # located in: dinwoodie / windfarm
+inflation_rate: 0
+fixed_costs: fixed_costs.yaml  # located in: dinwoodie / project / config
+workday_start: 7
+workday_end: 19
+start_year: 2003
+end_year: 2012
+project_capacity: 240
+# port: base_port.yaml  <- When running a tow-to-port simulation the port configuration
+#                          pointer is provided here and located in: dinwoodie / project / port
+```
+
+## Create a simulation
+
+There are two ways that this could be done, the first is to use the classmethod
+`Simulation.from_config()`, which allows for the full path string, a dictionary, or
+`Configuration` object to passed as an input, and the second is through a standard
+class initialization.
+
+### Option 1: `Simulation.from_config()`
+
+Load the file from the `Configuration` object that was created in the prior code black
+
+```{code-cell} ipython3
+
+sim = Simulation.from_config(library_path=library_path, config=config)
+
+# Delete any files that get initialized through the simulation environment
+sim.env.cleanup_log_files()
+```
+
+### Option 2: `Simulation()`
+
+Load the configuration file automatically given a library path and configuration file name.
+
+In this usage, the string "DINWOODIE" can be used because the `Simulation` class knows
+to look for this library mapping, as well as the "IEA_26" mapping for the two validation
+cases that we demonstrate in the examples folder.
+
+```{note}
+In Option 2, the config parameter can also be set with a dictionary.
+
+The library path in the configuration file should match the one provided, or the
+setup steps will fail in the simulation.
+```
+
+```{code-cell} ipython3
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml"
+)
+sim.env.cleanup_log_files()
+```
+
+### Seeding the simulation random variable
+
+Using `random_seed` a simulation can be seeded to produce the same results every single
+time, or a `random_generator` can be provided to use the same generator for a batch of
+identical simulations to better understand the variations in results.
+
+```{code-cell} ipython3
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml",
+    random_seed=2023,  # integer value indicating how to seed the internally-created generator
+)
+sim.env.cleanup_log_files()
+
+rng = np.random.default_rng(seed=2023)  # create the generator
+sim = Simulation(
+    library_path="DINWOODIE",  # automatically directs to the provided library
+    config="base.yaml",
+    random_generator=rng,  # generator that can be shared among all processes
+)
+```
+
+## Run the analysis
+
+When the run method is called, the default run time is for the full length of the
+simulation, however, if a shorter run than was previously designed is required for
+debugging, or something similar, we can use `sum.run(until=<your-time>)` to do this. In
+the `run` method, not only is the simulation run, but the metrics class is loaded at the
+end to quickly transition to results aggregation without any further code.
+
+```{code-cell} ipython3
+# Timing for a demonstration of performance
+start = perf_counter()
+
+sim.run()
+
+end = perf_counter()
+
+timing = end - start
+print(f"Run time: {timing / 60:,.2f} minutes")
+```
+
+
+## Metric computation
+
+For a more complete view of what metrics can be compiled, please see the [metrics notebook](metrics_demonstration.ipynb), though for the sake of demonstration a few methods will
+be shown here
+
+```{code-cell} ipython3
+net_cf = sim.metrics.capacity_factor(which="net", frequency="project", by="windfarm").values[0][0]
+gross_cf = sim.metrics.capacity_factor(which="gross", frequency="project", by="windfarm").values[0][0]
+print(f"  Net Capacity Factor: {net_cf:2.1%}")
+print(f"Gross Capacity Factor: {gross_cf:2.1%}")
+```
+
+```{code-cell} ipython3
+# Report back a subset of the metrics
+total = sim.metrics.time_based_availability(frequency="project", by="windfarm")
+print(f"  Project time-based availability: {total.windfarm[0]:.1%}")
+
+total = sim.metrics.production_based_availability(frequency="project", by="windfarm")
+print(f"Project energy-based availability: {total.windfarm[0]:.1%}")
+
+total = sim.metrics.equipment_costs(frequency="project", by_equipment=False)
+print(f"          Project equipment costs: ${total.values[0][0] / sim.metrics.project_capacity:,.2f}/MW")
+
+```
+
+## Optional: Delete the logging files
+
+In the case that a lot of simulations are going to be run, and the processed outputs
+are all that is required, then there is a convenience method to clean up these files
+automatically once you are done.
+
+```{code-cell} ipython3
+sim.env.cleanup_log_files()
+```
diff --git a/_sources/examples/index.md b/_sources/examples/index.md
new file mode 100644
index 00000000..f1244ce5
--- /dev/null
+++ b/_sources/examples/index.md
@@ -0,0 +1,135 @@
+
+# User Guide
+
+This page provides an overview of what WOMBAT is currently able to model, broken down by
+general category. Following this, there are separate pages for how this is done as
+demonstrated through example notebooks. To fully follow the particulars of each example,
+it is recommended to see how each model's configuration files are composed.
+
+For thorough explanations of the design and implementation ethos of the model, please
+see our NREL Technical Report: https://www.osti.gov/biblio/1894867, which was published
+alongside v0.5.1, so some functionality has been updated.
+## Feature Overview
+
+For a complete and detailed description of the functionality provided in WOMBAT, it is
+recommended to read the API documentation. However, that is quite a task, so below is
+a short listing of the core functionality that WOMBAT can provide.
+
+### Post Processing and the Simulation API
+
+- The [`Simulation` class](simulation-api) and its
+  [`Configuration`](simulation-api:config) allow users unfamiliar with
+  Python to run the simulation library with minimal code. This was the primary design
+  choice for the model: to create a configuration-based model to enable users with nearly
+  any level Python exposure.
+- The [`Metrics`](simulation-api:metrics) class provides a
+  straightfoward interface for computing a wide variety of operational summary statistics
+  from performance to wind power plant financials.
+
+### Environmental Considerations
+
+- Windspeed (m/s) and wave height (m) for the duration of a simulation (user-provided,
+  hourly profile)
+- Reduced speed periods for animal migrations. This is primarily an offshore-focused
+  feature, but can be defined at the simulation, port, or servicing equipment level
+  using the following three variables: `reduced_speed_start`, `reduced_speed_end`, and
+  `reduced_speed` (km/hr). This translates to a maximum speed of `reduced_speed` being
+  enforced between the starting and ending dates each year of the simulation. For more
+  details, see the documentation pages for the
+  [environment](core:environment), [port](core:port),
+  [unshcheduled servicing equipment](types:service-equipment:unscheduled), or
+  [scheduled servicing equipment](types:service-equipment:scheduled).
+- Prohibited operation periods. This dictates periods of time where a site or port may
+  be inaccessible, or when a piece of servicing equipment should not be allowed to be
+  mobilized/dispatched. Similar to the speed reduction periods, `non_operational_start`
+  and `non_operational_end` dictate an annual date range for when servicing equipment
+  can't be active, or a port or the whole site is inaccessible. The same documenation
+  pages as above can be referenced for more details.
+
+### System and Subassembly Modeling
+
+Each substation, turbine, and cable operate with the same core logic of
+[maintenance](types:maintenance:scheduled) and [failure](types:maintenance:unscheduled)
+events. The following will break down the differences between each of these systems'
+modeling assumptions as well as the basic operations of the maintenance and failure models.
+
+- Maintenance
+  - `frequency`: based on a fixed number of days between an event
+  - `operation_reduction`: the percentage of degradation the triggering of this event
+    cause
+- Failure
+  - Randomly samples from a Weibull distribution to determine the next failure
+  - `operation_reduction`: the percentage of degradation the triggering of this event
+    cause
+  - `replacement`: if `True`, then all preceeding failures and maintenance tasks are
+    cancelled and the time until the next event is reset because a replacement is
+    required, otherwise, each successive failure is added to the repair queue
+- Commonalities between Substations, Turbines, and Cables
+  - Maintenance and Failures compose the actual "model"
+  - `operating_level` provides the real degradation of a model, including if it is turned
+    off for servicing
+  - `operating_level_wo_servicing` provides the operting level as if there were no
+    ongoing operations to know the potential operating operating
+- Substations
+  - Any failure or maintenance with an `operation_reduction` of 1 will turn off every
+    upstream connected (and modeled) cable and turbine
+  - For subations that are connected by an export cable this, the upstream connections
+    made from the export cable will not be considered upstream connections and therefore
+    shutdown when a downstream substation has a failure
+- Array cables
+  - Similar to substations, any failure or maintenance with an `operation_reduction` of
+    1 will turn off every connected upstream cable and turbine on the same string
+- Export Cables
+  - Similar to array cables, any failure or maintenance with an `operation_reduction` of
+    1 will turn off every connected upstream substation and string of cable(s) and
+    turbine(s)
+  - As noted in the substation section, export cables connecting substations act
+    independently and not as a string of connected systems
+  - The final export cable connecting a substation to the interconnection point can
+    however shut down the entire wind farm
+
+### Repair Modeling
+
+- Repair Management: see [here](core:repair-manager) for complete details
+  - Generally, repairs and maintenance tasks operate on a first-in, first-out basis with
+    higher severity level `Maintenance.level` and `Failure.level` being addressed first.
+  - Servicing equipment, however, can specify if they operate on a "severity" or "turbine"
+    basis that prioritizes focusing on either the highest serverity level first, or
+    a single system first, respectively.
+- Servicing Equipment: see [here](core:service-equipment) for complete details
+  - Can either be modeled on a scheduled basis, such as a year-round schedule for onsite
+    equipment or equipment with an annual visit schedule during safe weather, or on
+    an unscheduled basis with a threshold for number of submitted repair requests or
+    farm operating level.
+  - Mobilizations can be modeled with a fixed number of days to get to site and a flat
+    cost for both scheduled and unscheduled servicing equipment. For scheduled equipment,
+    the mobilization is scheduled so that the equipment arrives at the site for the
+    start of it's first scheduled day.
+  - A wide range of generalized capabilities can be specified for various modeling
+    scenarios.
+    - RMT: remote (no actual equipment BUT no special implementation)
+    - DRN: drone
+    - CTV: crew transfer vessel/vehicle
+    - SCN: small crane (i.e., field support vessel)
+    - LCN: large crane (i.e., heavy lift vessel)
+    - CAB: cabling vessel/vehicle
+    - DSV: diving support vessel
+  - Operating limits can be applied for both transiting and repair logic to ensure site
+    safety is considered in the model.
+- Ports
+  - Currently only used for tow-to-port repairs or tugboat based repairs, which adds the
+    following additional capabilities:
+    - TOW: tugboat or towing equipment
+    - AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)
+  - See the [API docs](core:port) for more details
+
+## Examples and Validation Work
+
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples)
+
+Below are a few examples to get started, for users interested in the validation work in
+the [code-to-code comparison presentations](presentations:code-comparison),
+the notebooks generating [the most up-to-date results can be found in the main repository](https://github.com/WISDEM/WOMBAT/examples/), where there is a separate analysis
+for the
+[Dinwoodie, et. al, 2015 comparison](https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb),
+and for the [IEA Task 26, 2016 comparison](https://github.com/WISDEM/blob/main/WOMBAT/examples/iea_26_validation.ipynb).
diff --git a/_sources/examples/metrics_demonstration.md b/_sources/examples/metrics_demonstration.md
new file mode 100644
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+---
+jupytext:
+  formats: md:myst
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+(metrics-demo)=
+# Demonstration of the Available Metrics
+
+For a complete list of metrics and their documentation, please see the API Metrics
+[documentation](simulation-api:metrics).
+
+This demonstration will rely on the results produced in the "How To" notebook and serves
+as an extension of the API documentation to show what the results will look like
+depending on what inputs are provided.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+from pprint import pprint
+from functools import partial
+
+import pandas as pd
+from pandas.io.formats.style import Styler
+
+from wombat.core import Simulation, Metrics
+
+# Clean up the aesthetics for the pandas outputs
+pd.set_option("display.max_rows", 30)
+pd.set_option("display.max_columns", 10)
+style = partial(
+  Styler,
+  table_attributes='style="font-size: 14px; grid-column-count: 6"',
+  precision=2,
+  thousands=",",
+)
+```
+
+(metrics-demo:toc)=
+## Table of Contents
+
+Below is a list of top-level sections to demonstrate how to use WOMBAT's `Metrics`
+class methods and an explanation of each individual metric.
+
+If you don't see a metric or result computation that is core to your work, please submit
+an [issue](https://github.com/WISDEM/WOMBAT/issues/new) with details on what the metric
+is, and how it should be computed.
+
+- [Setup](metrics-demo:setup): Running a simulation to gather the results
+- [Common Parameters](metrics-demo:common-parameters): Explanation of frequently used
+  parameter settings
+- [Availability](metrics-demo:availability): Time-based and energy-based availability
+- [Capacity Factor](metrics-demo:cf): Gross and net capacity factor
+- [Task Completion Rate](metrics-demo:task-completion): Task completion metrics
+- [Equipment Costs](metrics-demo:equipment-costs): Cost breakdowns by servicing equipment
+- [Service Equipment Utilization Rate](metrics-demo:utilization-rate): Utilization
+  of servicing equipment
+- [Vessel-Crew Hours at Sea](metrics-demo:vessel-crew-hours): Number of crew or vessel hours
+  spent at sea
+- [Number of Tows](metrics-demo:n-tows): Number of tows breakdowns
+- [Labor Costs](metrics-demo:labor-costs): Breakdown of labor costs
+- [Equipment and Labor Costs](metrics-demo:equipment-labor-costs): Combined servicing equipment
+  and labor cost breakdown
+- [Emissions](metrics-demo:emissions): Emissions of servicing equipment based on activity
+- [Component Costs](metrics-demo:component-costs): Materials costs
+- [Fixed Cost Impacts](metrics-demo:fixed-costs): Total fixed costs
+- [OpEx](metrics-demo:opex): Project OpEx
+- [Process Times](metrics-demo:process-times): Timing of various stages of repair and maintenance
+- [Power Production](metrics-demo:power-production): Potential and actually produced power
+- [Net Present Value](metrics-demo:npv): Project NPV calculator
+
+(metrics-demo:setup)=
+## Setup
+
+The simulations from the *How To* notebook are going to be rerun as it is not
+recommended to create a Metrics class from scratch due to the large number of inputs
+that are required, and the initialization is provided in the simulation API's run method.
+
+To simplify this process, a feature has been added to save the simulation outputs
+required to generate the Metrics inputs and a method to reload those outputs as inputs.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+sim = Simulation("DINWOODIE", "base.yaml")
+
+# Both of these parameters are True by default for convenience
+sim.run(create_metrics=True, save_metrics_inputs=True)
+
+# Load the metrics data
+fpath = sim.env.metrics_input_fname.parent
+fname = sim.env.metrics_input_fname.name
+metrics = Metrics.from_simulation_outputs(fpath, fname)
+
+# Delete the log files now that they're loaded in
+sim.env.cleanup_log_files()
+
+# Alternatively, in this case because the simulation was run, we can use the
+# following for convenience convenience only
+metrics = sim.metrics
+```
+
+(metrics-demo:common-parameters)=
+## Common Parameter Explanations
+
+Before diving into each and every metric, and how they can be customized, it is worth
+noting some of the most common parameters used throughout, and their meanings to reduce
+redundancy. The varying output forms are demonstrated in the
+[availability](metrics-demo:availability) section below.
+
+### `frequency`
+
+  project
+  : Computed across the whole simulation, with the resulting `DataFrame` having an empty
+    index.
+
+  annual
+  : Summary of each year in the simulation, with the resulting `DataFrame` having "year"
+    as the index.
+
+  monthly
+  : Summary of each month of the year, aggregated across years, with the resulting
+    `DataFrame` having "month" as the index.
+
+  month-year
+  : computed on a month-by-year basis, producing the results for every month of the
+    simulation, with the resulting `DataFrame` having "year" and "month" as the index.
+
+### `by`
+
+  windfarm
+  : Aggregated across all turbines, with the resulting `DataFrame` having only
+    "windfarm" as a column
+
+  turbine
+  : Computed for each turbine, with the resulting `DataFrame` having a column for each
+    turbine
+
+(metrics-demo:availability)=
+## Availability
+
+There are two methods to produce availability, which have their own function calls:
+
+- energy: actual power produced divided by potential power produced
+  - {py:meth}`wombat.core.post_processor.Metrics.production_based_availability`
+- time: The ratio of all non-zero hours to all hours in the simulation, or the
+  proportion of the simulation where turbines are operating
+  - {py:meth}`wombat.core.post_processor.Metrics.time_based_availability`
+
+Here, we will go through the various input definitions to get time-based availability data as both methods use the same inputs, and provide outputs in the same format.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters) options: "project",
+  "annual", "monthly", and "month-year"
+- `by`, as explained [above](metrics-demo:common-parameters) options: "windfarm" and
+  "turbine"
+
+Below is a demonstration of the variations on `frequency` and `by` for
+`time_based_availability`.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.time_based_availability(frequency="project", by="windfarm"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.production_based_availability(frequency="project", by="windfarm"))
+```
+
+Note that in the two above examples, that the values are equal. This is due to the fact
+that the example simulation does not have any operating reduction applied to failures,
+unless it's a catastrophic failure, so there is no expected difference.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the by turbine granularity
+style(metrics.time_based_availability(frequency="project", by="turbine"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the annualized outputs
+style(metrics.time_based_availability(frequency="annual", by="windfarm"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the month aggregations
+style(metrics.time_based_availability(frequency="monthly", by="windfarm"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Demonstrate the granular monthly reporting
+style(metrics.time_based_availability(frequency="month-year", by="windfarm"))
+```
+
+(metrics-demo:cf)=
+## Capacity Factor
+
+The capacity factor is the ratio of actual (net) or potential (gross) energy production
+divided by the project's capacity. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.capacity_factor`.
+
+**Inputs**:
+
+- `which`
+  - "net": net capacity factor, actual production divided by the plant capacity
+  - "gross": gross capacity factor, potential production divided by the plant capacity
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by`, as explained [above](metrics-demo:common-parameters), options: "windfarm" and
+  "turbine"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+net_cf = metrics.capacity_factor(which="net", frequency="project", by="windfarm").values[0][0]
+gross_cf = metrics.capacity_factor(which="gross", frequency="project", by="windfarm").values[0][0]
+print(f"  Net capacity factor: {net_cf:.2%}")
+print(f"Gross capacity factor: {gross_cf:.2%}")
+```
+
+(metrics-demo:task-completion)=
+## Task Completion Rate
+
+The task completion rate is the ratio of tasks completed aggregated to the desired
+`frequency`. It is possible to have a >100% completion rate if all maintenance and
+failure requests submitted in a time period were completed in addition to those that
+went unfinished in prior time periods. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.task_completion_rate`.
+
+**Inputs**:
+
+- `which`
+  - "scheduled": scheduled maintenance only (classified as maintenance tasks in inputs)
+  - "unscheduled": unscheduled maintenance only (classified as failure events in inputs)
+  - "both": Combined completion rate for all tasks
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+scheduled = metrics.task_completion_rate(which="scheduled", frequency="project").values[0][0]
+unscheduled = metrics.task_completion_rate(which="unscheduled", frequency="project").values[0][0]
+combined = metrics.task_completion_rate(which="both", frequency="project").values[0][0]
+print(f"  Scheduled Task Completion Rate: {scheduled:.2%}")
+print(f"Unscheduled Task Completion Rate: {unscheduled:.2%}")
+print(f"    Overall Task Completion Rate: {combined:.2%}")
+```
+
+(metrics-demo:equipment-costs)=
+## Equipment Costs
+
+Sum of the costs associated with a simulation's servicing equipment, which excludes
+materials, downtime, etc. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.equipment_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_equipment`
+  - `True`: Aggregates all equipment into a single cost
+  - `False`: Computes for each unit of servicing equipment
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total at the whole wind farm level
+style(metrics.equipment_costs(frequency="project", by_equipment=False))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at servicing equipment level
+style(metrics.equipment_costs(frequency="project", by_equipment=True))
+```
+
+(metrics-demo:utilization-rate)=
+## Service Equipment Utilization Rate
+
+Ratio of days when the servicing equipment is in use (not delayed for a whole day due to
+either weather or lack of repairs to be completed) to the number of days it's present in
+the simulation. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.service_equipment_utilization`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project"
+  and "annual"
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals
+style(metrics.service_equipment_utilization(frequency="project"))
+```
+
+(metrics-demo:vessel-crew-hours)=
+## Vessel-Crew Hours at Sea
+
+The number of vessel hours or crew hours at sea for offshore wind power plant
+simulations. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_equipment`
+  - `True`: Aggregates all equipment into a single cost
+  - `False`: Computes for each unit of servicing equipment
+- `vessel_crew_assumption`: A dictionary of vessel names
+  (`ServiceEquipment.settings.name`, but also found at `Metrics.service_equipment_names`)
+  and the number of crew onboard at any given time. The application of this assumption
+  transforms the results from vessel hours at sea to crew hours at sea.
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total, not broken out by vessel
+style(metrics.vessel_crew_hours_at_sea(frequency="project", by_equipment=False))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Annual project totals, broken out by vessel
+style(metrics.vessel_crew_hours_at_sea(frequency="annual", by_equipment=True))
+```
+
+(metrics-demo:n-tows)=
+## Number of Tows
+
+The number of tows performed during the simulation. If tow-to-port was not used in the
+simulation, a DataFrame with a single value of 0 will be returned. For further
+documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.number_of_tows`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_tug`
+  - `True`: Computed for each tugboat (towing vessel)
+  - `False`: Aggregates all the tugboats
+- `by_direction`
+  - `True`: Computed for each direction a tow was performed (to port or to site)
+  - `False`: Aggregates to the total number of tows
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project Total
+# NOTE: This example has no towing, so it will return 0
+style(metrics.number_of_tows(frequency="project"))
+```
+
+(metrics-demo:labor-costs)=
+## Labor Costs
+
+Sum of all labor costs associated with servicing equipment, excluding the labor defined
+in the fixed costs, which can be broken out by type. For further documentation, see the
+API docs here: {py:meth}`wombat.core.post_processor.Metrics.labor_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_type`
+  - `True`: Computed for each labor type (salary and hourly)
+  - `False`: Aggregates all the labor costs
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project total at the whole wind farm level
+total = metrics.labor_costs(frequency="project", by_type=False)
+print(f"Project total: ${total.values[0][0] / metrics.project_capacity:,.2f}/MW")
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals for each type of labor
+# NOTE: this simulation relies on using a fixed labor cost, so this is still $0
+style(metrics.labor_costs(frequency="project", by_type=True))
+```
+
+(metrics-demo:equipment-labor-costs)=
+## Equipment and Labor Costs
+
+Sum of all labor and servicing equipment costs, excluding the labor defined in the fixed
+costs, which can be broken out by each category. For further documentation, see the API
+docs here: {py:meth}`wombat.core.post_processor.Metrics.equipment_labor_cost_breakdown`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_category`
+  - `True`: Computed for each unit servicing equipment and labor category
+  - `False`: Aggregated to the sum of all costs
+
+`reason` definitions:
+
+- Maintenance: routine maintenance, or events defined as a
+  {py:class}`wombat.core.data_classes.Maintenance`
+- Repair: unscheduled maintenance, ranging from inspections to replacements, or events
+  defined as a {py:class}`wombat.core.data_classes.Failure`
+- Mobilization: Cost of mobilizing servicing equipment
+- Crew Transfer: Costs incurred while crew are transferring between a turbine or
+  substation and the servicing equipment
+- Site Travel: Costs incurred while transiting to/from the site and while at the site
+- Weather Delay: Any delays caused by unsafe weather conditions
+- No Requests: Equipment and labor is active, but there are no repairs or maintenance
+  tasks to be completed
+- Not in Shift: Any time outside the operating hours of the wind farm (or the
+  servicing equipment's specific operating hours)
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals
+style(metrics.equipment_labor_cost_breakdowns(frequency="project", by_category=False))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by each category
+style(metrics.equipment_labor_cost_breakdowns(frequency="project", by_category=True))
+```
+
+(metrics-demo:emissions)=
+## Emissions
+
+Emissions (tons or other provided units) of all servicing equipment activity, except
+overnight waiting periods between shifts. For further documentation, see the API docs
+here: {py:meth}`wombat.core.post_processor.Metrics.emissions`.
+
+**Inputs**:
+
+- `emissions_factors`: Dictionary of servicing equipment names and the emissions per
+  hour of the following activities: `transit`, `maneuvering`, `idle at site`, and
+  `idle at port`, where port is stand-in for wherever the servicing equipment might be
+  based when not at site.
+- `maneuvering_factor`: The proportion of transit time that can generally be associated
+  with positioning servicing, by default 10%.
+- `port_engine_on_factor`: The proportion of the idling at port time when the engine is
+  running and producing emissions, by default 25%.
+
+```{code-cell} ipython3
+# Create the emissions factors, in tons per hour
+emissions_factors = {
+    "Crew Transfer Vessel 1": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Crew Transfer Vessel 2": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Crew Transfer Vessel 3": {
+        "transit": 4,
+        "maneuvering": 3,
+        "idle at site": 0.5,
+        "idle at port": 0.25,
+    },
+    "Field Support Vessel": {
+        "transit": 6,
+        "maneuvering": 4,
+        "idle at site": 1,
+        "idle at port": 0.5,
+    },
+    "Heavy Lift Vessel": {
+        "transit": 12,
+        "maneuvering": 7,
+        "idle at site": 1,
+        "idle at port": 0.5,
+    },
+}
+
+style(metrics.emissions(emissions_factors=emissions_factors, maneuvering_factor=0.075, port_engine_on_factor=0.20))
+```
+
+(metrics-demo:component-costs)=
+## Component Costs
+
+All the costs associated with maintenance and failure events during the simulation,
+including delays incurred during the repair process, but excluding costs not directly
+tied to a repair. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.component_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by_category`
+  - `True`: Computed across each cost category
+  - `False`: Aggregated to the sum of all categories
+- `by_action`
+  - `True`: Computed by each of "repair", "maintenance", and "delay", and is included in
+    the MultiIndex
+  - `False`: Aggregated as the sum of all actions
+
+`action` definitions:
+
+- maintenance: routine maintenance
+- repair: unscheduled maintenance, ranging from inspections to replacements
+- delay: Any delays caused by unsafe weather conditions or not being able to finish a
+  process within a single shift
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by component
+style(metrics.component_costs(frequency="project", by_category=False, by_action=False))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals by each category and action type
+style(metrics.component_costs(frequency="project", by_category=True, by_action=True))
+```
+
+(metrics-demo:fixed-costs)=
+## Fixed Cost Impacts
+
+Computes the total costs of the fixed costs categories. For further documentation, see
+the definition docs, here: {py:class}`wombat.core.data_classes.FixedCosts`, or the API
+docs here: {py:meth}`wombat.core.post_processor.Metrics.fixed_costs`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `resolution` (also, demonstrated below)
+  - "high": Computed across the most granular cost levels
+  - "medium": Computed for each general cost category
+  - "low": Aggregated to a single sum of costs
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+pprint(metrics.fixed_costs.hierarchy)
+```
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the highest level
+# NOTE: there were no fixed costs defined in this example, so all values will be 0, so
+#       this will just be demonstrating the output format
+style(metrics.project_fixed_costs(frequency="project", resolution="low"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the medium level
+style(metrics.project_fixed_costs(frequency="project", resolution="medium"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals at the lowest level
+style(metrics.project_fixed_costs(frequency="project", resolution="high"))
+```
+
+(metrics-demo:opex)=
+## OpEx
+
+Computes the total cost of all operating expenditures for the duration of the
+simulation, including fixed costs. For further documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.opex`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+
+- `by_category`
+  - `True` shows the port fees, fixed costs, labor costs, equipment costs, and materials
+    costs in addition the total OpEx
+  - `False` shows only the total OpEx
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.opex("annual"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.opex("annual", by_category=True))
+```
+
+(metrics-demo:process-times)=
+## Process Times
+
+Computes the total number of hours spent from repair request submission to completion,
+performing repairs, and the number of request for each repair category. For further
+documentation, see the API docs here:
+{py:meth}`wombat.core.post_processor.Metrics.process_times`.
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.process_times())
+```
+
+(metrics-demo:power-production)=
+## Power Production
+
+Computes the total power production for the wind farm. For further documentation, see
+the API docs here: {py:meth}`wombat.core.post_processor.Metrics.power_production`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `by`, as explained [above](metrics-demo:common-parameters) options: "windfarm" and "turbine"
+- `units`
+  - "kwh": kilowatt-hours (kWh)
+  - "mwh": megawatt-hours (MWh)
+  - "gwh": gigawatt-hours (GWh)
+
+**Example Usage**:
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in kWh, at the wind farm level
+style(metrics.power_production(frequency="project", by="windfarm", units="kwh"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in MWh, at the wind farm level
+style(metrics.power_production(frequency="project", units="mwh"))
+```
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+# Project totals, in GWh, at the wind farm level
+style(metrics.power_production(frequency="project"))
+```
+
+(metrics-demo:npv)=
+## Net Present Value
+
+Calcualtes the net present value (NPV) for the project, as
+$NPV = (Power * OfftakePrice - OpEx) / (1 + DiscountRate)$.
+
+For further documentation, see the API docs here: {py:meth}`wombat.core.post_processor.Metrics.npv`.
+
+**Inputs**:
+
+- `frequency`, as explained [above](metrics-demo:common-parameters), options: "project",
+  "annual", "monthly", and "month-year"
+- `discount_rate`: The rate of return that could be earned on alternative investments,
+  by default 0.025.
+- `offtake_price`: Price of energy, per MWh, by default 80.
+
+```{code-cell} ipython3
+:tags: ["output_scroll"]
+style(metrics.opex("annual"))
+```
diff --git a/_sources/examples/strategy_demonstration.md b/_sources/examples/strategy_demonstration.md
new file mode 100644
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+---
+jupytext:
+  formats: md:myst
+  text_representation:
+    extension: .md
+    format_name: myst
+kernelspec:
+  display_name: Python 3
+  language: python
+  name: python3
+---
+
+# Servicing Strategies
+
+In this example, we'll demonstrate the essential differences in scheduled servicing, unscheduled servicing, and tow-to-port repair strategies. Each of the examples demonstrated below will be based on the 2015 Dinwoodie, et al. paper, though the variations will be for demonstration purposes only.
+
+## WOMBAT Setup and Variables
+
+The vessels that will be changed in this demonstration are the field support vessel (FSV) with capability: "SCN", the heavy lift vessel (HLV) with capability: "LCN", and the tugboats, which have capability: "TOW".
+
+```{note}
+When running tow-to-port a `Port` configuration is also required, which will control the tugboats. However, the port costs will still be accounted for in the
+`FixedCosts` class as port fees are assumed to be constant. These costs are not considered in this example, so differences in cost should be taken with a grain
+of salt given the reduction of HLV and FSV operational and mobilization costs.
+```
+
+Scenario descriptions:
+- **Scheduled**: exactly the same as the base case (fsv_scheduled.yaml and hlv_scheduled.yaml)
+- **Unscheduled: requests**: the FSV and HLV are called to site when 10 requests that
+  they can service are logged (fsv_requests.yaml and hlv_requests.yaml)
+- **Unscheduled: downtime**: the FSV and HLV are called to site once the wind farm's
+  operating level hits 90% or lower (fsv_downtime.yaml and hlv_downtime.yaml)
+ - **Unscheduled: tow-to-port**: the FSV and HLV will be replaced with three identical
+  tugboats (tugboat1.yaml, tugboat2.yaml, tugboat3.yaml), and all the failures associated
+  with the FSV and HLV will be changed to capability "TOW" to trigger the tow-to-port
+  repairs. These processes will be triggered on the first request (WOMBAT base
+  assumption that can't be changed for now).
+
+In this example, we will demonstrate how the results for the base case for the Dinwoodie, et al. example vary based on how each of the vessels are scheduled. The configuration details all remain the same, regardless of details, except for the strategy information, which is defined as follows:
+
+This example is set up similarly to that of the validation cases to show how the results differ, and not a step-by-step guide for setting up the analyses. We refer the reader to the extensive [documentation](../API/index.md) and [How To example](how_to.md) for more information.
+
+## Imports and notebook configuration
+
+```{code-cell} ipython3
+from copy import deepcopy
+from time import perf_counter
+
+import pandas as pd
+
+from wombat.core import Simulation
+from wombat.core.library import DINWOODIE
+
+pd.set_option("display.max_rows", 1000)
+pd.set_option("display.max_columns", 1000)
+pd.options.display.float_format = '{:,.2f}'.format
+```
+
+## Simulation and results setup
+
+Here we're providing the names of the configuration files (found at: dinwoodie / config)
+without their .yaml extensions (added in later) and the results that we want to compare
+between simulations to understand some of the timing and cost trade-offs between
+simulations.
+
+The dictionary of keys and lists will be used to create the results data frame where the
+keys will be the indices and the lists will be the row values for each of the above
+configurations.
+
+```{code-cell} ipython3
+configs = [
+    "base_scheduled",
+    "base_requests",
+    "base_downtime",
+    "base_tow_to_port",
+]
+
+columns = deepcopy(configs) # Create a unique copy of the config names for column naming
+results = {
+    "availability - time based": [],
+    "availability - production based": [],
+    "capacity factor - net": [],
+    "capacity factor - gross": [],
+    "power production": [],
+    "task completion rate": [],
+    "annual direct O&M cost": [],
+    "annual vessel cost": [],
+    "ctv cost": [],
+    "fsv cost": [],
+    "hlv cost": [],
+    "tow cost": [],
+    "annual repair cost": [],
+    "annual technician cost": [],
+    "ctv utilization": [],
+    "fsv utilization": [],
+    "hlv utilization": [],
+    "tow utilization": [],
+}
+```
+
+## Run the simulations and display the results
+
+```{code-cell} ipython3
+timing_df = pd.DataFrame([], columns=["Load Time (min)", "Run Time (min)"], index=configs)
+timing_df.index.name = "Scenario"
+
+for config in configs:
+
+    # Load the simulation
+    start = perf_counter()
+    sim = Simulation(DINWOODIE , f"{config}.yaml")
+    end = perf_counter()
+    timing_df.loc[config, "Load Time (min)"] = (end - start) / 60
+
+    # Run the simulation
+    start = perf_counter()
+    sim.run()
+    end = perf_counter()
+    timing_df.loc[config, "Run Time (min)"] = (end - start) / 60
+
+    # Gather the results of interest
+    years = sim.metrics.events.year.unique().shape[0]
+    mil = 1000000
+
+    # Gather the high-level results for the simulation
+    availability_time = sim.metrics.time_based_availability(frequency="project", by="windfarm")
+    availability_production = sim.metrics.production_based_availability(frequency="project", by="windfarm")
+    cf_net = sim.metrics.capacity_factor(which="net", frequency="project", by="windfarm")
+    cf_gross = sim.metrics.capacity_factor(which="gross", frequency="project", by="windfarm")
+    power_production = sim.metrics.power_production(frequency="project", by="windfarm")
+    completion_rate = sim.metrics.task_completion_rate(which="both", frequency="project")
+    parts = sim.metrics.events[["materials_cost"]].sum().sum()
+    techs = sim.metrics.project_fixed_costs(frequency="project", resolution="low").operations[0]
+    total = sim.metrics.events[["total_cost"]].sum().sum()
+
+    # Gather the equipment costs and separate the results by equipment type
+    equipment = sim.metrics.equipment_costs(frequency="project", by_equipment=True)
+    equipment_sum = equipment.sum().sum()
+    hlv = equipment[[el for el in equipment.columns if "Heavy Lift Vessel" in el]].sum().sum()
+    fsv = equipment[[el for el in equipment.columns if "Field Support Vessel" in el]].sum().sum()
+    ctv = equipment[[el for el in equipment.columns if "Crew Transfer Vessel" in el]].sum().sum()
+    tow = equipment[[el for el in equipment.columns if "Tugboat" in el]].sum().sum()
+
+    # Gather the equipment utilization data frame and separate the results by equipment type
+    utilization = sim.metrics.service_equipment_utilization(frequency="project")
+    hlv_ur = utilization[[el for el in utilization.columns if "Heavy Lift Vessel" in el]].mean().mean()
+    fsv_ur = utilization[[el for el in utilization.columns if "Field Support Vessel" in el]].mean().mean()
+    ctv_ur = utilization[[el for el in utilization.columns if "Crew Transfer Vessel" in el]].mean().mean()
+    tow_ur = utilization[[el for el in utilization.columns if "Tugboat" in el]].mean().mean()
+
+    # Log the results of interest
+    results["availability - time based"].append(availability_time.values[0][0])
+    results["availability - production based"].append(availability_production.values[0][0])
+    results["capacity factor - net"].append(cf_net.values[0][0])
+    results["capacity factor - gross"].append(cf_gross.values[0][0])
+    results["power production"].append(power_production.values[0][0])
+    results["task completion rate"].append(completion_rate.values[0][0])
+    results["annual direct O&M cost"].append((total + techs) / mil / years)
+    results["annual vessel cost"].append(equipment_sum / mil / years)
+    results["ctv cost"].append(ctv / mil / years)
+    results["fsv cost"].append(fsv / mil / years)
+    results["hlv cost"].append(hlv / mil / years)
+    results["tow cost"].append(tow / mil / years)
+    results["annual repair cost"].append(parts / mil / years)
+    results["annual technician cost"].append(techs / mil / years)
+    results["ctv utilization"].append(ctv_ur)
+    results["fsv utilization"].append(fsv_ur)
+    results["hlv utilization"].append(hlv_ur)
+    results["tow utilization"].append(tow_ur)
+
+    # Clear the logs
+    sim.env.cleanup_log_files()
+
+timing_df
+```
+
+```{code-cell} ipython3
+results_df = pd.DataFrame(results.values(), columns=columns, index=results.keys()).fillna(0)
+results_df
+```
diff --git a/_sources/index.md b/_sources/index.md
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+# WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool
+
+[![DOI](https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867)](https://www.osti.gov/biblio/1894867)
+[![License](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
+[![PyPI Version](https://badge.fury.io/py/wombat.svg)](https://badge.fury.io/py/wombat)
+[![PyPI downloads](https://img.shields.io/pypi/dm/wombat?link=https%3A%2F%2Fpypi.org%2Fproject%2FWOMBAT%2F)](https://pypi.org/project/WOMBAT/)
+
+[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples)
+[![Documentation site](https://jupyterbook.org/badge.svg)](https://wisdem.github.io/WOMBAT)
+
+[![pre-commit](https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&logoColor=white)](https://github.com/pre-commit/pre-commit)
+[![Black formatter](https://img.shields.io/badge/code%20style-black-000000.svg)](https://github.com/psf/black)
+[![isort import formatter](https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&labelColor=ef8336)](https://pycqa.github.io/isort/)
+
+## Overview
+
+The WOMBAT framework is designed to provide an open source tool adhering to FLOSS principles
+for the wind farm lifecycle research community. Specifically, WOMBAT is meant to serve as
+a what-if, or scenario-based, simulation tool, so that you can model the trade-offs in
+decision-making for the operations and maintenance phase of a wind farm.
+
+As a supplement to this documentation site, there is also an NREL Technical Report that
+goes through much of the design and implementation details available at:
+https://www.osti.gov/biblio/1894867. If you use this software, please cite it using the
+following BibTeX information, or in commonly used citation formats
+[here](https://www.osti.gov/biblio/1894867).
+
+```bibtex
+
+   @techreport{hammond2022wombat,
+      title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},
+      author = {Hammond, Rob and Cooperman, Aubryn},
+      doi = {10.2172/1894867},
+      url = {https://www.osti.gov/biblio/1894867},
+      place = {United States},
+      year = {2022},
+      month = {10},
+      institution = {National Renewable Energy Lab. (NREL)},
+   }
+```
+
+For any questions, feel free to open up an issue in the repository or email:
+rob.hammond@nrel.gov.
+
+## Latest Changes?
+
+As of v0.8, a series of bug fixes in the cable, subassembly, repair management, and
+servicing equipment models that ensure repairs can't happen twice under limited
+circumstances or that more than one repair can occur simultaneously. New features include
+an emissions metric and random seeding of simulations, with significant simulation
+speedups across the board due to using Polars for managing the weather and datetime
+functionality.
+
+Please see the CHANGELOG for details!
+
+* On this site: https://wisdem.github.io/WOMBAT/changelog.html
+* On GitHub: https://github.com/WISDEM/WOMBAT/blob/main/CHANGELOG.md
+
+## The Model in 30 Seconds Or Less
+
+In general, the model has 2 overarching branches: the wind farm itself (the technology
+strategy), and the simulation environment (the maintenance strategy). For the wind farm
+model we can control the varying assets (system in the code)--substations, turbines, and
+cables--as well as the components that comprise each asset (subassemblies in the code).
+This separation allows for each turbine, cable, or substation component to have its own
+unique failure and maintenance models.
+
+As for the environment, this is where the discrete event simulation itself happens, in
+addition to logging, repair logic, and other necessary modeling pieces. The image
+below provides a more visual representation of this description.
+
+### High Level Architecture
+
+The code is largely broken up into two categories: the wind farm and objects contained
+within it, and the simulation and simulation environment components. The wind farm is
+composed of systems: substation(s), cables, and turbines, and each of those systems is
+composed of subassemblies (a conglomerate of components). For the simulation environment,
+we consider all the pieces that allow the simulation to happen such as the API,
+servicing equipment, repair manager to hold and pass on tasks, and results post-processing.
+
+```{image} images/high_level_diagram.svg
+```
+
+### Simulation Architecture
+
+In the diagram below, we demonstrate the lifecycle of the simulation through the
+lifecycle of a single failure.
+
+1) The maximum length of the simulation is defined by the amount of wind and wave
+   time series data is provided for the simulation.
+2) Each subassembly failure model is a random sampling from a Weibull distribution, so
+   for the sake of clarity we'll consider this to be a catastrophic drivetrain failure.
+   When the timeout (time to failure) is reached in the simulation, the subassembly's operating level is
+   reduced to 0%, and a message is passed to the turbine level (the overarching system
+   model).
+3) From there, the turbine will shut off, and signal to all other subassembly models to
+   not accrue time for their respective maintenance and failure timeouts. Then, the
+   turbine creates a repair request and passes that to the repair manager.
+4) The repair manager will store the submitted task and depending on the servicing
+   equipment's maintenance strategy, a crane or vessel will be called to site.
+5) The vessel (or crane) will mobilize and accrue time there, all the while, the turbine
+   and wind power plant will accrue downtime. When the servicing equipment arrives at
+   the site it will operate according to its operation limits, current weather
+   conditions, and site/equipment-specific working hours and continue to log costs and
+   downtime.
+6) When the servicing is complete, the subassembly will be placed back to good-as-new
+   condition and the turbine will be reset to operating. From there all the turbine's
+   and drivetrain's failure and maintenance models be turned back on, and the simulation
+   will continue on in the same manner until it reaches its user- or weather-defined
+   ending point.
+
+```{image} images/simulation_diagram.svg
+```
+
+## License
+
+Notice on the NREL application of the Apache-2 license, also found on the
+[GitHub](https://github.com/WISDEM/WOMBAT/blob/main/NOTICE), along with the
+complete [license](https://github.com/WISDEM/WOMBAT/blob/main/LICENSE) details.
+
+```{include} ../NOTICE
+```
diff --git a/_sources/install.md b/_sources/install.md
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+# Installation
+
+## Create a conda environment
+
+Download the latest version of [Miniconda](<https://docs.conda.io/en/latest/miniconda.html>)
+for the appropriate OS. Follow the remaining [steps](<https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation>)
+for the appropriate OS version.
+
+Using conda, create a new virtual environment, replacing `<environment_name>` with a name
+of your choosing (without spaces):
+```text
+$ conda create -n <environment_name> python=3
+$ conda activate <environment_name>
+```
+You can now use ``conda activate <environment_name>`` to enter the environment and
+``conda deactivate`` to exit the environment.
+
+
+## Installing
+
+```{note}
+The folowing all asssume you are in your `wombat` environment!
+```
+
+### Pip
+
+WOMBAT is listed on PyPI under `wombat`, and can be installed for users that don't
+intend to modify the code, by running the following:
+
+```bash
+pip install wombat
+```
+
+### From Source
+
+If you plan to read through the code, in addition to running simulations, it is
+recommended to clone repository, and install the local version.
+
+```{note}
+It has been noted that some Windows users have had issues with accessing the included
+data libraries using the following, so if issues arise, uninstall wombat, and reinstall
+using the `pip install -e '.[dev]'` prompt in the next section
+```
+
+```bash
+git clone https://github.com/WISDEM/WOMBAT.git
+cd wombat
+pip install wombat/
+```
+
+### For contributors
+
+Anyone seeking to work modify the code and contribute to the repository should follow
+the below prompt. This repository relies on automatic code formatting and linting
+provided through the pre-commit framework, and any contributors should have this
+functionality run and pass before submitting pull requests.
+
+```bash
+git clone https://github.com/WISDEM/WOMBAT.git
+cd wombat
+pip install -e '.[dev]'  # some users may need double quotes here, not single quotes
+# Required for automatic code formatting!
+pre-commit install
+```
+
+#### Running the tests
+
+In addition, pytest is used to manage the testing framework, and can be run using the
+following to ensure that contributions don't break the existing tests. This will produce
+the results of the tests, including code coverage results, if the tests pass.
+
+```bash
+# From the top level of the repository
+pytest tests/
+```
+
+### For documentation
+
+Additionally, for users that wish to modify the documentation or build the documentation
+site locally, the following prompt with will install the required documentation building
+packages.
+
+```bash
+git clone https://github.com/WISDEM/WOMBAT.git
+cd wombat
+pip install -e '.[docs]'
+```
+
+#### Build the documentation site
+
+```bash
+jupyter-book build docs
+```
+
+Now, the documentation site should be able to be viewed locally at
+docs/_build/html/index.html
diff --git a/_sources/presentations.md b/_sources/presentations.md
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--- /dev/null
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+# Presentations and Publications
+## Publications
+[![DOI 10.2172/1894867](https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867)](https://www.osti.gov/biblio/1894867)
+
+Please cite our below publication if you use this software in your studies!
+
+Hammond, Rob, & Cooperman, Aubryn. Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT). United States. https://doi.org/10.2172/1894867
+
+```bibtex
+@techreport{hammond2022wombat,
+    title = {Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)},
+    author = {Hammond, Rob and Cooperman, Aubryn},
+    doi = {10.2172/1894867},
+    url = {https://www.osti.gov/biblio/1894867},
+    place = {United States},
+    year = {2022},
+    month = {10},
+    institution = {National Renewable Energy Lab. (NREL)},
+}
+```
+
+## 2023 NAWEA WindTech Workshop
+
+This document is the actual presentation given in associating with the conference
+workshop. Please also see the [workshop's homepage](/workshops/nawea_wind_tech_2023).
+<br/>
+{download}`presentation PDF <../presentation_material/nawea_2023_wombat_tutorial_87913.pdf>`
+| [NREL Publications](https://www.nrel.gov/docs/fy24osti/87913.pdf)
+
+(presentations:fy20-doe)=
+## FY20 DOE Presentation
+
+This document is a link to the Fiscal Year 2020 DOE presentation on the first prototype
+of the model.
+<br/>
+{download}`presentation PDF <../presentation_material/operations_and_maintenance_model_FY20.pdf>`
+
+(presentations:code-comparison)=
+## Code-to-Code Comparison
+
+This document serves as a demonstration of the capabilities of this work in reference to
+two major works to document simulated O&M results from various industry and research
+software systems. Here we compare our software to the published results from
+Dinwoodie, et. al, 2015 [^dinwoodie2015reference] and IEA, 2016 [^smart2016iea].
+<br/>
+{download}`presentation PDF <../presentation_material/code_comparison.pdf>`
+
+
+## IEA Task 26 Presentation
+
+This presentation was given to the IEA Task Force responsible for [^smart2016iea]
+as a demonstration of NREL's efforts on O&M model development.
+<br/>
+{download}`presentation PDF <../presentation_material/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf>`
+
+[^dinwoodie2015reference]: Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. *Wind Engineering*, 39(1):1–14, 2015.
+[^smart2016iea]: Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.
diff --git a/_sources/team.md b/_sources/team.md
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+++ b/_sources/team.md
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+# Team
+
+All members are assumed NREL employees, unless otherwise noted.
+
+## Software
+ - Rob Hammond
+ - Alicia Key
+
+## Methodology
+ - Rob Hammond
+ - Aubryn Cooperman
+ - Aaron Barker
+ - Annika Eberle
+ - Matt Shields
+ - Shawn Sheng
+ - Owen Roberts
+ - Alicia Key
+
+## Leadership
+ - Rob Hammond
+ - Annika Eberle
+ - Matt Shields
diff --git a/_sources/workshops/index.md b/_sources/workshops/index.md
new file mode 100644
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+++ b/_sources/workshops/index.md
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+# Workshops
+
+This is the homepage for all workshops relating to WOMBAT. For now, there is just one, for the 2023 NAWEA WindTech Conference.
diff --git a/_sources/workshops/nawea_wind_tech_2023.md b/_sources/workshops/nawea_wind_tech_2023.md
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+# NAWEA WindTech 2023 WOMBAT Tutorial
+
+## What You'll Need
+
+- [COREWIND Floating Wind Description](https://corewind.eu/wp-content/uploads/files/publications/COREWIND-D6.1-General-frame-of-the-analysis-and-description-of-the-new-FOW-assessment-app.pdf)
+- [COREWIND Floating Wind O&M Strategies Assessment](https://corewind.eu/wp-content/uploads/files/publications/COREWIND-D4.2-Floating-Wind-O-and-M-Strategies-Assessment.pdf)
+- Code editor (VSCode is what I use and therefore recommend)
+- Working python environment (Miniconda is my preference because it's lightweight)
+  - [Anaconda](https://docs.anaconda.com/free/anaconda/install)
+  - [Miniconda](https://docs.conda.io/projects/miniconda/en/latest/miniconda-install.html)
+- Basic git proficiency (we just need to clone a project and change branches)
+- Basic terminal proficiency (or Windows alternative)
+- Basic Python proficiency (WOMBAT requires very little code, but you still need to use Python)
+
+## Slides and Data
+
+Just note that the spoken commentary is not included, but the materials to drive that
+content are all included in the slides with links to the appropriate documentation pages
+and the relevant screenshots so that participants can track down the required data in
+the COREWIND publications more easily.
+
+- The slides can be found [here](https://www.nrel.gov/docs/fy24osti/87913.pdf)
+- The accompanying example notebook is
+  [here](https://github.com/WISDEM/WOMBAT/blob/main/examples/NAWEA_interactive_walkthrough.ipynb).
+- Example dataset for the Morro Bay, California, USA 9D layout with connected
+  substations is [here](https://github.com/WISDEM/WOMBAT/blob/main/library/corewind/).
+
+## Pre-Workshop Setup
+
+1. Create a new Python environment (conda instructions)
+
+   ```bash
+   conda create -n wombat_workshop python=3.10
+   conda config --set pip_interop_enabled true
+   ```
+
+2. Download WOMBAT from GitHub
+
+   ```bash
+   git clone https://github.com/WISDEM/WOMBAT.git
+   ```
+
+3. Install WOMBAT as an editable package
+
+   ```bash
+   conda activate wombat_workshop  # or what you called in the first step
+   cd wombat/
+   pip install -e .
+   ```
+
+4. Ensure that it all worked (assuming no error messages at any of the prior stages)
+
+   ```bash
+   python
+
+   >>> import wombat
+   >>> wombat.__version__
+   ```
diff --git a/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/_sphinx_design_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
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diff --git a/_sphinx_design_static/design-tabs.js b/_sphinx_design_static/design-tabs.js
new file mode 100644
index 00000000..36b38cf0
--- /dev/null
+++ b/_sphinx_design_static/design-tabs.js
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+var sd_labels_by_text = {};
+
+function ready() {
+  const li = document.getElementsByClassName("sd-tab-label");
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+      sd_labels_by_text[syncId].push(label);
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+  for (label of sd_labels_by_text[syncId]) {
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+    label.previousElementSibling.checked = true;
+  }
+  window.localStorage.setItem("sphinx-design-last-tab", syncId);
+}
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+document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/_static/basic.css b/_static/basic.css
new file mode 100644
index 00000000..e760386b
--- /dev/null
+++ b/_static/basic.css
@@ -0,0 +1,925 @@
+/*
+ * basic.css
+ * ~~~~~~~~~
+ *
+ * Sphinx stylesheet -- basic theme.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+/* -- main layout ----------------------------------------------------------- */
+
+div.clearer {
+    clear: both;
+}
+
+div.section::after {
+    display: block;
+    content: '';
+    clear: left;
+}
+
+/* -- relbar ---------------------------------------------------------------- */
+
+div.related {
+    width: 100%;
+    font-size: 90%;
+}
+
+div.related h3 {
+    display: none;
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+div.related ul {
+    margin: 0;
+    padding: 0 0 0 10px;
+    list-style: none;
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+div.related li {
+    display: inline;
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+div.related li.right {
+    float: right;
+    margin-right: 5px;
+}
+
+/* -- sidebar --------------------------------------------------------------- */
+
+div.sphinxsidebarwrapper {
+    padding: 10px 5px 0 10px;
+}
+
+div.sphinxsidebar {
+    float: left;
+    width: 270px;
+    margin-left: -100%;
+    font-size: 90%;
+    word-wrap: break-word;
+    overflow-wrap : break-word;
+}
+
+div.sphinxsidebar ul {
+    list-style: none;
+}
+
+div.sphinxsidebar ul ul,
+div.sphinxsidebar ul.want-points {
+    margin-left: 20px;
+    list-style: square;
+}
+
+div.sphinxsidebar ul ul {
+    margin-top: 0;
+    margin-bottom: 0;
+}
+
+div.sphinxsidebar form {
+    margin-top: 10px;
+}
+
+div.sphinxsidebar input {
+    border: 1px solid #98dbcc;
+    font-family: sans-serif;
+    font-size: 1em;
+}
+
+div.sphinxsidebar #searchbox form.search {
+    overflow: hidden;
+}
+
+div.sphinxsidebar #searchbox input[type="text"] {
+    float: left;
+    width: 80%;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+div.sphinxsidebar #searchbox input[type="submit"] {
+    float: left;
+    width: 20%;
+    border-left: none;
+    padding: 0.25em;
+    box-sizing: border-box;
+}
+
+
+img {
+    border: 0;
+    max-width: 100%;
+}
+
+/* -- search page ----------------------------------------------------------- */
+
+ul.search {
+    margin: 10px 0 0 20px;
+    padding: 0;
+}
+
+ul.search li {
+    padding: 5px 0 5px 20px;
+    background-image: url(file.png);
+    background-repeat: no-repeat;
+    background-position: 0 7px;
+}
+
+ul.search li a {
+    font-weight: bold;
+}
+
+ul.search li p.context {
+    color: #888;
+    margin: 2px 0 0 30px;
+    text-align: left;
+}
+
+ul.keywordmatches li.goodmatch a {
+    font-weight: bold;
+}
+
+/* -- index page ------------------------------------------------------------ */
+
+table.contentstable {
+    width: 90%;
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.contentstable p.biglink {
+    line-height: 150%;
+}
+
+a.biglink {
+    font-size: 1.3em;
+}
+
+span.linkdescr {
+    font-style: italic;
+    padding-top: 5px;
+    font-size: 90%;
+}
+
+/* -- general index --------------------------------------------------------- */
+
+table.indextable {
+    width: 100%;
+}
+
+table.indextable td {
+    text-align: left;
+    vertical-align: top;
+}
+
+table.indextable ul {
+    margin-top: 0;
+    margin-bottom: 0;
+    list-style-type: none;
+}
+
+table.indextable > tbody > tr > td > ul {
+    padding-left: 0em;
+}
+
+table.indextable tr.pcap {
+    height: 10px;
+}
+
+table.indextable tr.cap {
+    margin-top: 10px;
+    background-color: #f2f2f2;
+}
+
+img.toggler {
+    margin-right: 3px;
+    margin-top: 3px;
+    cursor: pointer;
+}
+
+div.modindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+div.genindex-jumpbox {
+    border-top: 1px solid #ddd;
+    border-bottom: 1px solid #ddd;
+    margin: 1em 0 1em 0;
+    padding: 0.4em;
+}
+
+/* -- domain module index --------------------------------------------------- */
+
+table.modindextable td {
+    padding: 2px;
+    border-collapse: collapse;
+}
+
+/* -- general body styles --------------------------------------------------- */
+
+div.body {
+    min-width: 360px;
+    max-width: 800px;
+}
+
+div.body p, div.body dd, div.body li, div.body blockquote {
+    -moz-hyphens: auto;
+    -ms-hyphens: auto;
+    -webkit-hyphens: auto;
+    hyphens: auto;
+}
+
+a.headerlink {
+    visibility: hidden;
+}
+
+a:visited {
+    color: #551A8B;
+}
+
+h1:hover > a.headerlink,
+h2:hover > a.headerlink,
+h3:hover > a.headerlink,
+h4:hover > a.headerlink,
+h5:hover > a.headerlink,
+h6:hover > a.headerlink,
+dt:hover > a.headerlink,
+caption:hover > a.headerlink,
+p.caption:hover > a.headerlink,
+div.code-block-caption:hover > a.headerlink {
+    visibility: visible;
+}
+
+div.body p.caption {
+    text-align: inherit;
+}
+
+div.body td {
+    text-align: left;
+}
+
+.first {
+    margin-top: 0 !important;
+}
+
+p.rubric {
+    margin-top: 30px;
+    font-weight: bold;
+}
+
+img.align-left, figure.align-left, .figure.align-left, object.align-left {
+    clear: left;
+    float: left;
+    margin-right: 1em;
+}
+
+img.align-right, figure.align-right, .figure.align-right, object.align-right {
+    clear: right;
+    float: right;
+    margin-left: 1em;
+}
+
+img.align-center, figure.align-center, .figure.align-center, object.align-center {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+img.align-default, figure.align-default, .figure.align-default {
+  display: block;
+  margin-left: auto;
+  margin-right: auto;
+}
+
+.align-left {
+    text-align: left;
+}
+
+.align-center {
+    text-align: center;
+}
+
+.align-default {
+    text-align: center;
+}
+
+.align-right {
+    text-align: right;
+}
+
+/* -- sidebars -------------------------------------------------------------- */
+
+div.sidebar,
+aside.sidebar {
+    margin: 0 0 0.5em 1em;
+    border: 1px solid #ddb;
+    padding: 7px;
+    background-color: #ffe;
+    width: 40%;
+    float: right;
+    clear: right;
+    overflow-x: auto;
+}
+
+p.sidebar-title {
+    font-weight: bold;
+}
+
+nav.contents,
+aside.topic,
+div.admonition, div.topic, blockquote {
+    clear: left;
+}
+
+/* -- topics ---------------------------------------------------------------- */
+
+nav.contents,
+aside.topic,
+div.topic {
+    border: 1px solid #ccc;
+    padding: 7px;
+    margin: 10px 0 10px 0;
+}
+
+p.topic-title {
+    font-size: 1.1em;
+    font-weight: bold;
+    margin-top: 10px;
+}
+
+/* -- admonitions ----------------------------------------------------------- */
+
+div.admonition {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    padding: 7px;
+}
+
+div.admonition dt {
+    font-weight: bold;
+}
+
+p.admonition-title {
+    margin: 0px 10px 5px 0px;
+    font-weight: bold;
+}
+
+div.body p.centered {
+    text-align: center;
+    margin-top: 25px;
+}
+
+/* -- content of sidebars/topics/admonitions -------------------------------- */
+
+div.sidebar > :last-child,
+aside.sidebar > :last-child,
+nav.contents > :last-child,
+aside.topic > :last-child,
+div.topic > :last-child,
+div.admonition > :last-child {
+    margin-bottom: 0;
+}
+
+div.sidebar::after,
+aside.sidebar::after,
+nav.contents::after,
+aside.topic::after,
+div.topic::after,
+div.admonition::after,
+blockquote::after {
+    display: block;
+    content: '';
+    clear: both;
+}
+
+/* -- tables ---------------------------------------------------------------- */
+
+table.docutils {
+    margin-top: 10px;
+    margin-bottom: 10px;
+    border: 0;
+    border-collapse: collapse;
+}
+
+table.align-center {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table.align-default {
+    margin-left: auto;
+    margin-right: auto;
+}
+
+table caption span.caption-number {
+    font-style: italic;
+}
+
+table caption span.caption-text {
+}
+
+table.docutils td, table.docutils th {
+    padding: 1px 8px 1px 5px;
+    border-top: 0;
+    border-left: 0;
+    border-right: 0;
+    border-bottom: 1px solid #aaa;
+}
+
+th {
+    text-align: left;
+    padding-right: 5px;
+}
+
+table.citation {
+    border-left: solid 1px gray;
+    margin-left: 1px;
+}
+
+table.citation td {
+    border-bottom: none;
+}
+
+th > :first-child,
+td > :first-child {
+    margin-top: 0px;
+}
+
+th > :last-child,
+td > :last-child {
+    margin-bottom: 0px;
+}
+
+/* -- figures --------------------------------------------------------------- */
+
+div.figure, figure {
+    margin: 0.5em;
+    padding: 0.5em;
+}
+
+div.figure p.caption, figcaption {
+    padding: 0.3em;
+}
+
+div.figure p.caption span.caption-number,
+figcaption span.caption-number {
+    font-style: italic;
+}
+
+div.figure p.caption span.caption-text,
+figcaption span.caption-text {
+}
+
+/* -- field list styles ----------------------------------------------------- */
+
+table.field-list td, table.field-list th {
+    border: 0 !important;
+}
+
+.field-list ul {
+    margin: 0;
+    padding-left: 1em;
+}
+
+.field-list p {
+    margin: 0;
+}
+
+.field-name {
+    -moz-hyphens: manual;
+    -ms-hyphens: manual;
+    -webkit-hyphens: manual;
+    hyphens: manual;
+}
+
+/* -- hlist styles ---------------------------------------------------------- */
+
+table.hlist {
+    margin: 1em 0;
+}
+
+table.hlist td {
+    vertical-align: top;
+}
+
+/* -- object description styles --------------------------------------------- */
+
+.sig {
+	font-family: 'Consolas', 'Menlo', 'DejaVu Sans Mono', 'Bitstream Vera Sans Mono', monospace;
+}
+
+.sig-name, code.descname {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+.sig-name {
+	font-size: 1.1em;
+}
+
+code.descname {
+    font-size: 1.2em;
+}
+
+.sig-prename, code.descclassname {
+    background-color: transparent;
+}
+
+.optional {
+    font-size: 1.3em;
+}
+
+.sig-paren {
+    font-size: larger;
+}
+
+.sig-param.n {
+	font-style: italic;
+}
+
+/* C++ specific styling */
+
+.sig-inline.c-texpr,
+.sig-inline.cpp-texpr {
+	font-family: unset;
+}
+
+.sig.c   .k, .sig.c   .kt,
+.sig.cpp .k, .sig.cpp .kt {
+	color: #0033B3;
+}
+
+.sig.c   .m,
+.sig.cpp .m {
+	color: #1750EB;
+}
+
+.sig.c   .s, .sig.c   .sc,
+.sig.cpp .s, .sig.cpp .sc {
+	color: #067D17;
+}
+
+
+/* -- other body styles ----------------------------------------------------- */
+
+ol.arabic {
+    list-style: decimal;
+}
+
+ol.loweralpha {
+    list-style: lower-alpha;
+}
+
+ol.upperalpha {
+    list-style: upper-alpha;
+}
+
+ol.lowerroman {
+    list-style: lower-roman;
+}
+
+ol.upperroman {
+    list-style: upper-roman;
+}
+
+:not(li) > ol > li:first-child > :first-child,
+:not(li) > ul > li:first-child > :first-child {
+    margin-top: 0px;
+}
+
+:not(li) > ol > li:last-child > :last-child,
+:not(li) > ul > li:last-child > :last-child {
+    margin-bottom: 0px;
+}
+
+ol.simple ol p,
+ol.simple ul p,
+ul.simple ol p,
+ul.simple ul p {
+    margin-top: 0;
+}
+
+ol.simple > li:not(:first-child) > p,
+ul.simple > li:not(:first-child) > p {
+    margin-top: 0;
+}
+
+ol.simple p,
+ul.simple p {
+    margin-bottom: 0;
+}
+
+aside.footnote > span,
+div.citation > span {
+    float: left;
+}
+aside.footnote > span:last-of-type,
+div.citation > span:last-of-type {
+  padding-right: 0.5em;
+}
+aside.footnote > p {
+  margin-left: 2em;
+}
+div.citation > p {
+  margin-left: 4em;
+}
+aside.footnote > p:last-of-type,
+div.citation > p:last-of-type {
+    margin-bottom: 0em;
+}
+aside.footnote > p:last-of-type:after,
+div.citation > p:last-of-type:after {
+    content: "";
+    clear: both;
+}
+
+dl.field-list {
+    display: grid;
+    grid-template-columns: fit-content(30%) auto;
+}
+
+dl.field-list > dt {
+    font-weight: bold;
+    word-break: break-word;
+    padding-left: 0.5em;
+    padding-right: 5px;
+}
+
+dl.field-list > dd {
+    padding-left: 0.5em;
+    margin-top: 0em;
+    margin-left: 0em;
+    margin-bottom: 0em;
+}
+
+dl {
+    margin-bottom: 15px;
+}
+
+dd > :first-child {
+    margin-top: 0px;
+}
+
+dd ul, dd table {
+    margin-bottom: 10px;
+}
+
+dd {
+    margin-top: 3px;
+    margin-bottom: 10px;
+    margin-left: 30px;
+}
+
+.sig dd {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+.sig dl {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+dl > dd:last-child,
+dl > dd:last-child > :last-child {
+    margin-bottom: 0;
+}
+
+dt:target, span.highlighted {
+    background-color: #fbe54e;
+}
+
+rect.highlighted {
+    fill: #fbe54e;
+}
+
+dl.glossary dt {
+    font-weight: bold;
+    font-size: 1.1em;
+}
+
+.versionmodified {
+    font-style: italic;
+}
+
+.system-message {
+    background-color: #fda;
+    padding: 5px;
+    border: 3px solid red;
+}
+
+.footnote:target  {
+    background-color: #ffa;
+}
+
+.line-block {
+    display: block;
+    margin-top: 1em;
+    margin-bottom: 1em;
+}
+
+.line-block .line-block {
+    margin-top: 0;
+    margin-bottom: 0;
+    margin-left: 1.5em;
+}
+
+.guilabel, .menuselection {
+    font-family: sans-serif;
+}
+
+.accelerator {
+    text-decoration: underline;
+}
+
+.classifier {
+    font-style: oblique;
+}
+
+.classifier:before {
+    font-style: normal;
+    margin: 0 0.5em;
+    content: ":";
+    display: inline-block;
+}
+
+abbr, acronym {
+    border-bottom: dotted 1px;
+    cursor: help;
+}
+
+.translated {
+    background-color: rgba(207, 255, 207, 0.2)
+}
+
+.untranslated {
+    background-color: rgba(255, 207, 207, 0.2)
+}
+
+/* -- code displays --------------------------------------------------------- */
+
+pre {
+    overflow: auto;
+    overflow-y: hidden;  /* fixes display issues on Chrome browsers */
+}
+
+pre, div[class*="highlight-"] {
+    clear: both;
+}
+
+span.pre {
+    -moz-hyphens: none;
+    -ms-hyphens: none;
+    -webkit-hyphens: none;
+    hyphens: none;
+    white-space: nowrap;
+}
+
+div[class*="highlight-"] {
+    margin: 1em 0;
+}
+
+td.linenos pre {
+    border: 0;
+    background-color: transparent;
+    color: #aaa;
+}
+
+table.highlighttable {
+    display: block;
+}
+
+table.highlighttable tbody {
+    display: block;
+}
+
+table.highlighttable tr {
+    display: flex;
+}
+
+table.highlighttable td {
+    margin: 0;
+    padding: 0;
+}
+
+table.highlighttable td.linenos {
+    padding-right: 0.5em;
+}
+
+table.highlighttable td.code {
+    flex: 1;
+    overflow: hidden;
+}
+
+.highlight .hll {
+    display: block;
+}
+
+div.highlight pre,
+table.highlighttable pre {
+    margin: 0;
+}
+
+div.code-block-caption + div {
+    margin-top: 0;
+}
+
+div.code-block-caption {
+    margin-top: 1em;
+    padding: 2px 5px;
+    font-size: small;
+}
+
+div.code-block-caption code {
+    background-color: transparent;
+}
+
+table.highlighttable td.linenos,
+span.linenos,
+div.highlight span.gp {  /* gp: Generic.Prompt */
+  user-select: none;
+  -webkit-user-select: text; /* Safari fallback only */
+  -webkit-user-select: none; /* Chrome/Safari */
+  -moz-user-select: none; /* Firefox */
+  -ms-user-select: none; /* IE10+ */
+}
+
+div.code-block-caption span.caption-number {
+    padding: 0.1em 0.3em;
+    font-style: italic;
+}
+
+div.code-block-caption span.caption-text {
+}
+
+div.literal-block-wrapper {
+    margin: 1em 0;
+}
+
+code.xref, a code {
+    background-color: transparent;
+    font-weight: bold;
+}
+
+h1 code, h2 code, h3 code, h4 code, h5 code, h6 code {
+    background-color: transparent;
+}
+
+.viewcode-link {
+    float: right;
+}
+
+.viewcode-back {
+    float: right;
+    font-family: sans-serif;
+}
+
+div.viewcode-block:target {
+    margin: -1px -10px;
+    padding: 0 10px;
+}
+
+/* -- math display ---------------------------------------------------------- */
+
+img.math {
+    vertical-align: middle;
+}
+
+div.body div.math p {
+    text-align: center;
+}
+
+span.eqno {
+    float: right;
+}
+
+span.eqno a.headerlink {
+    position: absolute;
+    z-index: 1;
+}
+
+div.math:hover a.headerlink {
+    visibility: visible;
+}
+
+/* -- printout stylesheet --------------------------------------------------- */
+
+@media print {
+    div.document,
+    div.documentwrapper,
+    div.bodywrapper {
+        margin: 0 !important;
+        width: 100%;
+    }
+
+    div.sphinxsidebar,
+    div.related,
+    div.footer,
+    #top-link {
+        display: none;
+    }
+}
\ No newline at end of file
diff --git a/_static/check-solid.svg b/_static/check-solid.svg
new file mode 100644
index 00000000..92fad4b5
--- /dev/null
+++ b/_static/check-solid.svg
@@ -0,0 +1,4 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>
diff --git a/_static/clipboard.min.js b/_static/clipboard.min.js
new file mode 100644
index 00000000..54b3c463
--- /dev/null
+++ b/_static/clipboard.min.js
@@ -0,0 +1,7 @@
+/*!
+ * clipboard.js v2.0.8
+ * https://clipboardjs.com/
+ *
+ * Licensed MIT © Zeno Rocha
+ */
+!function(t,e){"object"==typeof exports&&"object"==typeof module?module.exports=e():"function"==typeof define&&define.amd?define([],e):"object"==typeof exports?exports.ClipboardJS=e():t.ClipboardJS=e()}(this,function(){return n={686:function(t,e,n){"use strict";n.d(e,{default:function(){return o}});var e=n(279),i=n.n(e),e=n(370),u=n.n(e),e=n(817),c=n.n(e);function a(t){try{return document.execCommand(t)}catch(t){return}}var f=function(t){t=c()(t);return a("cut"),t};var l=function(t){var e,n,o,r=1<arguments.length&&void 0!==arguments[1]?arguments[1]:{container:document.body},i="";return"string"==typeof t?(e=t,n="rtl"===document.documentElement.getAttribute("dir"),(o=document.createElement("textarea")).style.fontSize="12pt",o.style.border="0",o.style.padding="0",o.style.margin="0",o.style.position="absolute",o.style[n?"right":"left"]="-9999px",n=window.pageYOffset||document.documentElement.scrollTop,o.style.top="".concat(n,"px"),o.setAttribute("readonly",""),o.value=e,o=o,r.container.appendChild(o),i=c()(o),a("copy"),o.remove()):(i=c()(t),a("copy")),i};function r(t){return(r="function"==typeof Symbol&&"symbol"==typeof Symbol.iterator?function(t){return typeof t}:function(t){return t&&"function"==typeof Symbol&&t.constructor===Symbol&&t!==Symbol.prototype?"symbol":typeof t})(t)}var s=function(){var t=0<arguments.length&&void 0!==arguments[0]?arguments[0]:{},e=t.action,n=void 0===e?"copy":e,o=t.container,e=t.target,t=t.text;if("copy"!==n&&"cut"!==n)throw new Error('Invalid "action" value, use either "copy" or "cut"');if(void 0!==e){if(!e||"object"!==r(e)||1!==e.nodeType)throw new Error('Invalid "target" value, use a valid Element');if("copy"===n&&e.hasAttribute("disabled"))throw new Error('Invalid "target" attribute. 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t=o?(t=m(this).constructor,Reflect.construct(e,arguments,t)):e.apply(this,arguments),e=this,!(t=t)||"object"!==d(t)&&"function"!=typeof t?function(t){if(void 0!==t)return t;throw new ReferenceError("this hasn't been initialised - super() hasn't been called")}(e):t}}function m(t){return(m=Object.setPrototypeOf?Object.getPrototypeOf:function(t){return t.__proto__||Object.getPrototypeOf(t)})(t)}function v(t,e){t="data-clipboard-".concat(t);if(e.hasAttribute(t))return e.getAttribute(t)}var o=function(){!function(t,e){if("function"!=typeof e&&null!==e)throw new TypeError("Super expression must either be null or a function");t.prototype=Object.create(e&&e.prototype,{constructor:{value:t,writable:!0,configurable:!0}}),e&&y(t,e)}(r,i());var t,e,n,o=h(r);function r(t,e){var n;return function(t){if(!(t instanceof r))throw new TypeError("Cannot call a class as a function")}(this),(n=o.call(this)).resolveOptions(e),n.listenClick(t),n}return t=r,n=[{key:"copy",value:function(t){var 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e=t.delegateTarget||t.currentTarget,t=s({action:this.action(e),container:this.container,target:this.target(e),text:this.text(e)});this.emit(t?"success":"error",{action:this.action,text:t,trigger:e,clearSelection:function(){e&&e.focus(),document.activeElement.blur(),window.getSelection().removeAllRanges()}})}},{key:"defaultAction",value:function(t){return v("action",t)}},{key:"defaultTarget",value:function(t){t=v("target",t);if(t)return document.querySelector(t)}},{key:"defaultText",value:function(t){return v("text",t)}},{key:"destroy",value:function(){this.listener.destroy()}}])&&p(t.prototype,e),n&&p(t,n),r}()},828:function(t){var e;"undefined"==typeof Element||Element.prototype.matches||((e=Element.prototype).matches=e.matchesSelector||e.mozMatchesSelector||e.msMatchesSelector||e.oMatchesSelector||e.webkitMatchesSelector),t.exports=function(t,e){for(;t&&9!==t.nodeType;){if("function"==typeof t.matches&&t.matches(e))return t;t=t.parentNode}}},438:function(t,e,n){var u=n(828);function 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e,n="SELECT"===t.nodeName?(t.focus(),t.value):"INPUT"===t.nodeName||"TEXTAREA"===t.nodeName?((e=t.hasAttribute("readonly"))||t.setAttribute("readonly",""),t.select(),t.setSelectionRange(0,t.value.length),e||t.removeAttribute("readonly"),t.value):(t.hasAttribute("contenteditable")&&t.focus(),n=window.getSelection(),(e=document.createRange()).selectNodeContents(t),n.removeAllRanges(),n.addRange(e),n.toString());return n}},279:function(t){function e(){}e.prototype={on:function(t,e,n){var o=this.e||(this.e={});return(o[t]||(o[t]=[])).push({fn:e,ctx:n}),this},once:function(t,e,n){var o=this;function r(){o.off(t,r),e.apply(n,arguments)}return r._=e,this.on(t,r,n)},emit:function(t){for(var e=[].slice.call(arguments,1),n=((this.e||(this.e={}))[t]||[]).slice(),o=0,r=n.length;o<r;o++)n[o].fn.apply(n[o].ctx,e);return this},off:function(t,e){var n=this.e||(this.e={}),o=n[t],r=[];if(o&&e)for(var i=0,u=o.length;i<u;i++)o[i].fn!==e&&o[i].fn._!==e&&r.push(o[i]);return r.length?n[t]=r:delete n[t],this}},t.exports=e,t.exports.TinyEmitter=e}},r={},o.n=function(t){var e=t&&t.__esModule?function(){return t.default}:function(){return t};return o.d(e,{a:e}),e},o.d=function(t,e){for(var n in e)o.o(e,n)&&!o.o(t,n)&&Object.defineProperty(t,n,{enumerable:!0,get:e[n]})},o.o=function(t,e){return Object.prototype.hasOwnProperty.call(t,e)},o(686).default;function o(t){if(r[t])return r[t].exports;var e=r[t]={exports:{}};return n[t](e,e.exports,o),e.exports}var n,r});
\ No newline at end of file
diff --git a/_static/copy-button.svg b/_static/copy-button.svg
new file mode 100644
index 00000000..9c074dae
--- /dev/null
+++ b/_static/copy-button.svg
@@ -0,0 +1,5 @@
+<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>
diff --git a/_static/copybutton.css b/_static/copybutton.css
new file mode 100644
index 00000000..f1916ec7
--- /dev/null
+++ b/_static/copybutton.css
@@ -0,0 +1,94 @@
+/* Copy buttons */
+button.copybtn {
+    position: absolute;
+    display: flex;
+    top: .3em;
+    right: .3em;
+    width: 1.7em;
+    height: 1.7em;
+	opacity: 0;
+    transition: opacity 0.3s, border .3s, background-color .3s;
+    user-select: none;
+    padding: 0;
+    border: none;
+    outline: none;
+    border-radius: 0.4em;
+    /* The colors that GitHub uses */
+    border: #1b1f2426 1px solid;
+    background-color: #f6f8fa;
+    color: #57606a;
+}
+
+button.copybtn.success {
+    border-color: #22863a;
+    color: #22863a;
+}
+
+button.copybtn svg {
+    stroke: currentColor;
+    width: 1.5em;
+    height: 1.5em;
+    padding: 0.1em;
+}
+
+div.highlight  {
+    position: relative;
+}
+
+/* Show the copybutton */
+.highlight:hover button.copybtn, button.copybtn.success {
+	opacity: 1;
+}
+
+.highlight button.copybtn:hover {
+    background-color: rgb(235, 235, 235);
+}
+
+.highlight button.copybtn:active {
+    background-color: rgb(187, 187, 187);
+}
+
+/**
+ * A minimal CSS-only tooltip copied from:
+ *   https://codepen.io/mildrenben/pen/rVBrpK
+ *
+ * To use, write HTML like the following:
+ *
+ * <p class="o-tooltip--left" data-tooltip="Hey">Short</p>
+ */
+ .o-tooltip--left {
+  position: relative;
+ }
+
+ .o-tooltip--left:after {
+    opacity: 0;
+    visibility: hidden;
+    position: absolute;
+    content: attr(data-tooltip);
+    padding: .2em;
+    font-size: .8em;
+    left: -.2em;
+    background: grey;
+    color: white;
+    white-space: nowrap;
+    z-index: 2;
+    border-radius: 2px;
+    transform: translateX(-102%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+}
+
+.o-tooltip--left:hover:after {
+    display: block;
+    opacity: 1;
+    visibility: visible;
+    transform: translateX(-100%) translateY(0);
+    transition: opacity 0.2s cubic-bezier(0.64, 0.09, 0.08, 1), transform 0.2s cubic-bezier(0.64, 0.09, 0.08, 1);
+    transition-delay: .5s;
+}
+
+/* By default the copy button shouldn't show up when printing a page */
+@media print {
+    button.copybtn {
+        display: none;
+    }
+}
diff --git a/_static/copybutton.js b/_static/copybutton.js
new file mode 100644
index 00000000..2ea7ff3e
--- /dev/null
+++ b/_static/copybutton.js
@@ -0,0 +1,248 @@
+// Localization support
+const messages = {
+  'en': {
+    'copy': 'Copy',
+    'copy_to_clipboard': 'Copy to clipboard',
+    'copy_success': 'Copied!',
+    'copy_failure': 'Failed to copy',
+  },
+  'es' : {
+    'copy': 'Copiar',
+    'copy_to_clipboard': 'Copiar al portapapeles',
+    'copy_success': '¡Copiado!',
+    'copy_failure': 'Error al copiar',
+  },
+  'de' : {
+    'copy': 'Kopieren',
+    'copy_to_clipboard': 'In die Zwischenablage kopieren',
+    'copy_success': 'Kopiert!',
+    'copy_failure': 'Fehler beim Kopieren',
+  },
+  'fr' : {
+    'copy': 'Copier',
+    'copy_to_clipboard': 'Copier dans le presse-papier',
+    'copy_success': 'Copié !',
+    'copy_failure': 'Échec de la copie',
+  },
+  'ru': {
+    'copy': 'Скопировать',
+    'copy_to_clipboard': 'Скопировать в буфер',
+    'copy_success': 'Скопировано!',
+    'copy_failure': 'Не удалось скопировать',
+  },
+  'zh-CN': {
+    'copy': '复制',
+    'copy_to_clipboard': '复制到剪贴板',
+    'copy_success': '复制成功!',
+    'copy_failure': '复制失败',
+  },
+  'it' : {
+    'copy': 'Copiare',
+    'copy_to_clipboard': 'Copiato negli appunti',
+    'copy_success': 'Copiato!',
+    'copy_failure': 'Errore durante la copia',
+  }
+}
+
+let locale = 'en'
+if( document.documentElement.lang !== undefined
+    && messages[document.documentElement.lang] !== undefined ) {
+  locale = document.documentElement.lang
+}
+
+let doc_url_root = DOCUMENTATION_OPTIONS.URL_ROOT;
+if (doc_url_root == '#') {
+    doc_url_root = '';
+}
+
+/**
+ * SVG files for our copy buttons
+ */
+let iconCheck = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-check" width="44" height="44" viewBox="0 0 24 24" stroke-width="2" stroke="#22863a" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_success']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <path d="M5 12l5 5l10 -10" />
+</svg>`
+
+// If the user specified their own SVG use that, otherwise use the default
+let iconCopy = ``;
+if (!iconCopy) {
+  iconCopy = `<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+  <title>${messages[locale]['copy_to_clipboard']}</title>
+  <path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+  <rect x="8" y="8" width="12" height="12" rx="2" />
+  <path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2" />
+</svg>`
+}
+
+/**
+ * Set up copy/paste for code blocks
+ */
+
+const runWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+
+const codeCellId = index => `codecell${index}`
+
+// Clears selected text since ClipboardJS will select the text when copying
+const clearSelection = () => {
+  if (window.getSelection) {
+    window.getSelection().removeAllRanges()
+  } else if (document.selection) {
+    document.selection.empty()
+  }
+}
+
+// Changes tooltip text for a moment, then changes it back
+// We want the timeout of our `success` class to be a bit shorter than the
+// tooltip and icon change, so that we can hide the icon before changing back.
+var timeoutIcon = 2000;
+var timeoutSuccessClass = 1500;
+
+const temporarilyChangeTooltip = (el, oldText, newText) => {
+  el.setAttribute('data-tooltip', newText)
+  el.classList.add('success')
+  // Remove success a little bit sooner than we change the tooltip
+  // So that we can use CSS to hide the copybutton first
+  setTimeout(() => el.classList.remove('success'), timeoutSuccessClass)
+  setTimeout(() => el.setAttribute('data-tooltip', oldText), timeoutIcon)
+}
+
+// Changes the copy button icon for two seconds, then changes it back
+const temporarilyChangeIcon = (el) => {
+  el.innerHTML = iconCheck;
+  setTimeout(() => {el.innerHTML = iconCopy}, timeoutIcon)
+}
+
+const addCopyButtonToCodeCells = () => {
+  // If ClipboardJS hasn't loaded, wait a bit and try again. This
+  // happens because we load ClipboardJS asynchronously.
+  if (window.ClipboardJS === undefined) {
+    setTimeout(addCopyButtonToCodeCells, 250)
+    return
+  }
+
+  // Add copybuttons to all of our code cells
+  const COPYBUTTON_SELECTOR = 'div.highlight pre';
+  const codeCells = document.querySelectorAll(COPYBUTTON_SELECTOR)
+  codeCells.forEach((codeCell, index) => {
+    const id = codeCellId(index)
+    codeCell.setAttribute('id', id)
+
+    const clipboardButton = id =>
+    `<button class="copybtn o-tooltip--left" data-tooltip="${messages[locale]['copy']}" data-clipboard-target="#${id}">
+      ${iconCopy}
+    </button>`
+    codeCell.insertAdjacentHTML('afterend', clipboardButton(id))
+  })
+
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+/**
+ * Removes excluded text from a Node.
+ *
+ * @param {Node} target Node to filter.
+ * @param {string} exclude CSS selector of nodes to exclude.
+ * @returns {DOMString} Text from `target` with text removed.
+ */
+function filterText(target, exclude) {
+    const clone = target.cloneNode(true);  // clone as to not modify the live DOM
+    if (exclude) {
+        // remove excluded nodes
+        clone.querySelectorAll(exclude).forEach(node => node.remove());
+    }
+    return clone.innerText;
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
+
+
+var copyTargetText = (trigger) => {
+  var target = document.querySelector(trigger.attributes['data-clipboard-target'].value);
+
+  // get filtered text
+  let exclude = '.linenos';
+
+  let text = filterText(target, exclude);
+  return formatCopyText(text, '', false, true, true, true, '', '')
+}
+
+  // Initialize with a callback so we can modify the text before copy
+  const clipboard = new ClipboardJS('.copybtn', {text: copyTargetText})
+
+  // Update UI with error/success messages
+  clipboard.on('success', event => {
+    clearSelection()
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_success'])
+    temporarilyChangeIcon(event.trigger)
+  })
+
+  clipboard.on('error', event => {
+    temporarilyChangeTooltip(event.trigger, messages[locale]['copy'], messages[locale]['copy_failure'])
+  })
+}
+
+runWhenDOMLoaded(addCopyButtonToCodeCells)
\ No newline at end of file
diff --git a/_static/copybutton_funcs.js b/_static/copybutton_funcs.js
new file mode 100644
index 00000000..dbe1aaad
--- /dev/null
+++ b/_static/copybutton_funcs.js
@@ -0,0 +1,73 @@
+function escapeRegExp(string) {
+    return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
+}
+
+/**
+ * Removes excluded text from a Node.
+ *
+ * @param {Node} target Node to filter.
+ * @param {string} exclude CSS selector of nodes to exclude.
+ * @returns {DOMString} Text from `target` with text removed.
+ */
+export function filterText(target, exclude) {
+    const clone = target.cloneNode(true);  // clone as to not modify the live DOM
+    if (exclude) {
+        // remove excluded nodes
+        clone.querySelectorAll(exclude).forEach(node => node.remove());
+    }
+    return clone.innerText;
+}
+
+// Callback when a copy button is clicked. Will be passed the node that was clicked
+// should then grab the text and replace pieces of text that shouldn't be used in output
+export function formatCopyText(textContent, copybuttonPromptText, isRegexp = false, onlyCopyPromptLines = true, removePrompts = true, copyEmptyLines = true, lineContinuationChar = "", hereDocDelim = "") {
+    var regexp;
+    var match;
+
+    // Do we check for line continuation characters and "HERE-documents"?
+    var useLineCont = !!lineContinuationChar
+    var useHereDoc = !!hereDocDelim
+
+    // create regexp to capture prompt and remaining line
+    if (isRegexp) {
+        regexp = new RegExp('^(' + copybuttonPromptText + ')(.*)')
+    } else {
+        regexp = new RegExp('^(' + escapeRegExp(copybuttonPromptText) + ')(.*)')
+    }
+
+    const outputLines = [];
+    var promptFound = false;
+    var gotLineCont = false;
+    var gotHereDoc = false;
+    const lineGotPrompt = [];
+    for (const line of textContent.split('\n')) {
+        match = line.match(regexp)
+        if (match || gotLineCont || gotHereDoc) {
+            promptFound = regexp.test(line)
+            lineGotPrompt.push(promptFound)
+            if (removePrompts && promptFound) {
+                outputLines.push(match[2])
+            } else {
+                outputLines.push(line)
+            }
+            gotLineCont = line.endsWith(lineContinuationChar) & useLineCont
+            if (line.includes(hereDocDelim) & useHereDoc)
+                gotHereDoc = !gotHereDoc
+        } else if (!onlyCopyPromptLines) {
+            outputLines.push(line)
+        } else if (copyEmptyLines && line.trim() === '') {
+            outputLines.push(line)
+        }
+    }
+
+    // If no lines with the prompt were found then just use original lines
+    if (lineGotPrompt.some(v => v === true)) {
+        textContent = outputLines.join('\n');
+    }
+
+    // Remove a trailing newline to avoid auto-running when pasting
+    if (textContent.endsWith("\n")) {
+        textContent = textContent.slice(0, -1)
+    }
+    return textContent
+}
diff --git a/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css b/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
new file mode 100644
index 00000000..eb19f698
--- /dev/null
+++ b/_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css
@@ -0,0 +1 @@
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0;position:relative}.sd-tab-set>input{opacity:0;position:absolute}.sd-tab-set>input:checked+label{border-color:var(--sd-color-tabs-underline-active);color:var(--sd-color-tabs-label-active)}.sd-tab-set>input:checked+label+.sd-tab-content{display:block}.sd-tab-set>input:not(:checked)+label:hover{color:var(--sd-color-tabs-label-hover);border-color:var(--sd-color-tabs-underline-hover)}.sd-tab-set>input:focus+label{outline-style:auto}.sd-tab-set>input:not(.focus-visible)+label{outline:none;-webkit-tap-highlight-color:transparent}.sd-tab-set>label{border-bottom:.125rem solid transparent;margin-bottom:0;color:var(--sd-color-tabs-label-inactive);border-color:var(--sd-color-tabs-underline-inactive);cursor:pointer;font-size:var(--sd-fontsize-tabs-label);font-weight:700;padding:1em 1.25em .5em;transition:color 250ms;width:auto;z-index:1}html .sd-tab-set>label:hover{color:var(--sd-color-tabs-label-active)}.sd-col>.sd-tab-set{width:100%}.sd-tab-content{box-shadow:0 -0.0625rem 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diff --git a/_static/design-tabs.js b/_static/design-tabs.js
new file mode 100644
index 00000000..36b38cf0
--- /dev/null
+++ b/_static/design-tabs.js
@@ -0,0 +1,27 @@
+var sd_labels_by_text = {};
+
+function ready() {
+  const li = document.getElementsByClassName("sd-tab-label");
+  for (const label of li) {
+    syncId = label.getAttribute("data-sync-id");
+    if (syncId) {
+      label.onclick = onLabelClick;
+      if (!sd_labels_by_text[syncId]) {
+        sd_labels_by_text[syncId] = [];
+      }
+      sd_labels_by_text[syncId].push(label);
+    }
+  }
+}
+
+function onLabelClick() {
+  // Activate other inputs with the same sync id.
+  syncId = this.getAttribute("data-sync-id");
+  for (label of sd_labels_by_text[syncId]) {
+    if (label === this) continue;
+    label.previousElementSibling.checked = true;
+  }
+  window.localStorage.setItem("sphinx-design-last-tab", syncId);
+}
+
+document.addEventListener("DOMContentLoaded", ready, false);
diff --git a/_static/doctools.js b/_static/doctools.js
new file mode 100644
index 00000000..d06a71d7
--- /dev/null
+++ b/_static/doctools.js
@@ -0,0 +1,156 @@
+/*
+ * doctools.js
+ * ~~~~~~~~~~~
+ *
+ * Base JavaScript utilities for all Sphinx HTML documentation.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+"use strict";
+
+const BLACKLISTED_KEY_CONTROL_ELEMENTS = new Set([
+  "TEXTAREA",
+  "INPUT",
+  "SELECT",
+  "BUTTON",
+]);
+
+const _ready = (callback) => {
+  if (document.readyState !== "loading") {
+    callback();
+  } else {
+    document.addEventListener("DOMContentLoaded", callback);
+  }
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const Documentation = {
+  init: () => {
+    Documentation.initDomainIndexTable();
+    Documentation.initOnKeyListeners();
+  },
+
+  /**
+   * i18n support
+   */
+  TRANSLATIONS: {},
+  PLURAL_EXPR: (n) => (n === 1 ? 0 : 1),
+  LOCALE: "unknown",
+
+  // gettext and ngettext don't access this so that the functions
+  // can safely bound to a different name (_ = Documentation.gettext)
+  gettext: (string) => {
+    const translated = Documentation.TRANSLATIONS[string];
+    switch (typeof translated) {
+      case "undefined":
+        return string; // no translation
+      case "string":
+        return translated; // translation exists
+      default:
+        return translated[0]; // (singular, plural) translation tuple exists
+    }
+  },
+
+  ngettext: (singular, plural, n) => {
+    const translated = Documentation.TRANSLATIONS[singular];
+    if (typeof translated !== "undefined")
+      return translated[Documentation.PLURAL_EXPR(n)];
+    return n === 1 ? singular : plural;
+  },
+
+  addTranslations: (catalog) => {
+    Object.assign(Documentation.TRANSLATIONS, catalog.messages);
+    Documentation.PLURAL_EXPR = new Function(
+      "n",
+      `return (${catalog.plural_expr})`
+    );
+    Documentation.LOCALE = catalog.locale;
+  },
+
+  /**
+   * helper function to focus on search bar
+   */
+  focusSearchBar: () => {
+    document.querySelectorAll("input[name=q]")[0]?.focus();
+  },
+
+  /**
+   * Initialise the domain index toggle buttons
+   */
+  initDomainIndexTable: () => {
+    const toggler = (el) => {
+      const idNumber = el.id.substr(7);
+      const toggledRows = document.querySelectorAll(`tr.cg-${idNumber}`);
+      if (el.src.substr(-9) === "minus.png") {
+        el.src = `${el.src.substr(0, el.src.length - 9)}plus.png`;
+        toggledRows.forEach((el) => (el.style.display = "none"));
+      } else {
+        el.src = `${el.src.substr(0, el.src.length - 8)}minus.png`;
+        toggledRows.forEach((el) => (el.style.display = ""));
+      }
+    };
+
+    const togglerElements = document.querySelectorAll("img.toggler");
+    togglerElements.forEach((el) =>
+      el.addEventListener("click", (event) => toggler(event.currentTarget))
+    );
+    togglerElements.forEach((el) => (el.style.display = ""));
+    if (DOCUMENTATION_OPTIONS.COLLAPSE_INDEX) togglerElements.forEach(toggler);
+  },
+
+  initOnKeyListeners: () => {
+    // only install a listener if it is really needed
+    if (
+      !DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS &&
+      !DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS
+    )
+      return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.altKey || event.ctrlKey || event.metaKey) return;
+
+      if (!event.shiftKey) {
+        switch (event.key) {
+          case "ArrowLeft":
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+
+            const prevLink = document.querySelector('link[rel="prev"]');
+            if (prevLink && prevLink.href) {
+              window.location.href = prevLink.href;
+              event.preventDefault();
+            }
+            break;
+          case "ArrowRight":
+            if (!DOCUMENTATION_OPTIONS.NAVIGATION_WITH_KEYS) break;
+
+            const nextLink = document.querySelector('link[rel="next"]');
+            if (nextLink && nextLink.href) {
+              window.location.href = nextLink.href;
+              event.preventDefault();
+            }
+            break;
+        }
+      }
+
+      // some keyboard layouts may need Shift to get /
+      switch (event.key) {
+        case "/":
+          if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) break;
+          Documentation.focusSearchBar();
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+      }
+    });
+  },
+};
+
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+
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diff --git a/_static/documentation_options.js b/_static/documentation_options.js
new file mode 100644
index 00000000..22c74677
--- /dev/null
+++ b/_static/documentation_options.js
@@ -0,0 +1,13 @@
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new file mode 100644
index 00000000..45fecf75
--- /dev/null
+++ b/_static/images/logo_binder.svg
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diff --git a/_static/images/logo_deepnote.svg b/_static/images/logo_deepnote.svg
new file mode 100644
index 00000000..fa77ebfc
--- /dev/null
+++ b/_static/images/logo_deepnote.svg
@@ -0,0 +1 @@
+<svg viewBox="0 0 128 128" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="M0 128h52.512l29.539-11.077-11.077-43.487-34.051 3.693L0 128Z" fill="#0076D4"/><path fill-rule="evenodd" clip-rule="evenodd" d="M52.513 128s16.6-8.759 19.673-24.277c3.072-15.517-12.091-26.594-35.263-26.594 0-.41 20.343-28.718 20.343-28.718l49.4 1.435L95.71 107.7l-20.452 15.978L52.513 128Z" fill="#002868"/><path fill-rule="evenodd" clip-rule="evenodd" d="M0 60.718 41.025.001s1.006.01 3.282 0c16.082-.068 81.23 3.12 81.23 60.368 0 65.352-73.025 67.631-73.025 67.631s30.495-5.839 30.495-34.816c0-28.978-27.541-32.466-45.264-32.466H0Z" fill="#00A9FF"/></svg>
diff --git a/_static/images/logo_jupyterhub.svg b/_static/images/logo_jupyterhub.svg
new file mode 100644
index 00000000..60cfe9f2
--- /dev/null
+++ b/_static/images/logo_jupyterhub.svg
@@ -0,0 +1 @@
+<svg id="Layer_1" data-name="Layer 1" xmlns="http://www.w3.org/2000/svg" width="38.73" height="50" viewBox="0 0 38.73 50"><defs><style>.cls-1{fill:#767677;}.cls-2{fill:#f37726;}.cls-3{fill:#9e9e9e;}.cls-4{fill:#616262;}.cls-5{font-size:17.07px;fill:#fff;font-family:Roboto-Regular, Roboto;}</style></defs><title>logo_jupyterhub</title><g id="Canvas"><path id="path7_fill" data-name="path7 fill" class="cls-1" d="M39.51,3.53a3,3,0,0,1-1.7,2.9A3,3,0,0,1,34.48,6a3,3,0,0,1-.82-3.26,3,3,0,0,1,1.05-1.41A3,3,0,0,1,37.52.86a2.88,2.88,0,0,1,1,.6,3,3,0,0,1,.7.93,3.18,3.18,0,0,1,.28,1.14Z" transform="translate(-1.87 -0.69)"/><path id="path8_fill" data-name="path8 fill" class="cls-2" d="M21.91,38.39c-8,0-15.06-2.87-18.7-7.12a19.93,19.93,0,0,0,37.39,0C37,35.52,30,38.39,21.91,38.39Z" transform="translate(-1.87 -0.69)"/><path id="path9_fill" data-name="path9 fill" class="cls-2" d="M21.91,10.78c8,0,15.05,2.87,18.69,7.12a19.93,19.93,0,0,0-37.39,0C6.85,13.64,13.86,10.78,21.91,10.78Z" transform="translate(-1.87 -0.69)"/><path id="path10_fill" data-name="path10 fill" class="cls-3" d="M10.88,46.66a3.86,3.86,0,0,1-.52,2.15,3.81,3.81,0,0,1-1.62,1.51,3.93,3.93,0,0,1-2.19.34,3.79,3.79,0,0,1-2-.94,3.73,3.73,0,0,1-1.14-1.9,3.79,3.79,0,0,1,.1-2.21,3.86,3.86,0,0,1,1.33-1.78,3.92,3.92,0,0,1,3.54-.53,3.85,3.85,0,0,1,2.14,1.93,3.74,3.74,0,0,1,.37,1.43Z" transform="translate(-1.87 -0.69)"/><path id="path11_fill" data-name="path11 fill" class="cls-4" d="M4.12,9.81A2.18,2.18,0,0,1,2.9,9.48a2.23,2.23,0,0,1-.84-1A2.26,2.26,0,0,1,1.9,7.26a2.13,2.13,0,0,1,.56-1.13,2.18,2.18,0,0,1,2.36-.56,2.13,2.13,0,0,1,1,.76,2.18,2.18,0,0,1,.42,1.2A2.22,2.22,0,0,1,4.12,9.81Z" transform="translate(-1.87 -0.69)"/></g><text class="cls-5" transform="translate(5.24 30.01)">Hub</text></svg>
diff --git a/_static/language_data.js b/_static/language_data.js
new file mode 100644
index 00000000..250f5665
--- /dev/null
+++ b/_static/language_data.js
@@ -0,0 +1,199 @@
+/*
+ * language_data.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * This script contains the language-specific data used by searchtools.js,
+ * namely the list of stopwords, stemmer, scorer and splitter.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
+
+
+/* Non-minified version is copied as a separate JS file, is available */
+
+/**
+ * Porter Stemmer
+ */
+var Stemmer = function() {
+
+  var step2list = {
+    ational: 'ate',
+    tional: 'tion',
+    enci: 'ence',
+    anci: 'ance',
+    izer: 'ize',
+    bli: 'ble',
+    alli: 'al',
+    entli: 'ent',
+    eli: 'e',
+    ousli: 'ous',
+    ization: 'ize',
+    ation: 'ate',
+    ator: 'ate',
+    alism: 'al',
+    iveness: 'ive',
+    fulness: 'ful',
+    ousness: 'ous',
+    aliti: 'al',
+    iviti: 'ive',
+    biliti: 'ble',
+    logi: 'log'
+  };
+
+  var step3list = {
+    icate: 'ic',
+    ative: '',
+    alize: 'al',
+    iciti: 'ic',
+    ical: 'ic',
+    ful: '',
+    ness: ''
+  };
+
+  var c = "[^aeiou]";          // consonant
+  var v = "[aeiouy]";          // vowel
+  var C = c + "[^aeiouy]*";    // consonant sequence
+  var V = v + "[aeiou]*";      // vowel sequence
+
+  var mgr0 = "^(" + C + ")?" + V + C;                      // [C]VC... is m>0
+  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
+  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
+  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
+
+  this.stemWord = function (w) {
+    var stem;
+    var suffix;
+    var firstch;
+    var origword = w;
+
+    if (w.length < 3)
+      return w;
+
+    var re;
+    var re2;
+    var re3;
+    var re4;
+
+    firstch = w.substr(0,1);
+    if (firstch == "y")
+      w = firstch.toUpperCase() + w.substr(1);
+
+    // Step 1a
+    re = /^(.+?)(ss|i)es$/;
+    re2 = /^(.+?)([^s])s$/;
+
+    if (re.test(w))
+      w = w.replace(re,"$1$2");
+    else if (re2.test(w))
+      w = w.replace(re2,"$1$2");
+
+    // Step 1b
+    re = /^(.+?)eed$/;
+    re2 = /^(.+?)(ed|ing)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      re = new RegExp(mgr0);
+      if (re.test(fp[1])) {
+        re = /.$/;
+        w = w.replace(re,"");
+      }
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1];
+      re2 = new RegExp(s_v);
+      if (re2.test(stem)) {
+        w = stem;
+        re2 = /(at|bl|iz)$/;
+        re3 = new RegExp("([^aeiouylsz])\\1$");
+        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+        if (re2.test(w))
+          w = w + "e";
+        else if (re3.test(w)) {
+          re = /.$/;
+          w = w.replace(re,"");
+        }
+        else if (re4.test(w))
+          w = w + "e";
+      }
+    }
+
+    // Step 1c
+    re = /^(.+?)y$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(s_v);
+      if (re.test(stem))
+        w = stem + "i";
+    }
+
+    // Step 2
+    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step2list[suffix];
+    }
+
+    // Step 3
+    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step3list[suffix];
+    }
+
+    // Step 4
+    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
+    re2 = /^(.+?)(s|t)(ion)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      if (re.test(stem))
+        w = stem;
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1] + fp[2];
+      re2 = new RegExp(mgr1);
+      if (re2.test(stem))
+        w = stem;
+    }
+
+    // Step 5
+    re = /^(.+?)e$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      re2 = new RegExp(meq1);
+      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
+        w = stem;
+    }
+    re = /ll$/;
+    re2 = new RegExp(mgr1);
+    if (re.test(w) && re2.test(w)) {
+      re = /.$/;
+      w = w.replace(re,"");
+    }
+
+    // and turn initial Y back to y
+    if (firstch == "y")
+      w = firstch.toLowerCase() + w.substr(1);
+    return w;
+  }
+}
+
diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.mo b/_static/locales/ar/LC_MESSAGES/booktheme.mo
new file mode 100644
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diff --git a/_static/locales/ar/LC_MESSAGES/booktheme.po b/_static/locales/ar/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..edae2ec4
--- /dev/null
+++ b/_static/locales/ar/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ar\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "موضوع بواسطة"
+
+msgid "Open an issue"
+msgstr "افتح قضية"
+
+msgid "Contents"
+msgstr "محتويات"
+
+msgid "Download notebook file"
+msgstr "تنزيل ملف دفتر الملاحظات"
+
+msgid "Sphinx Book Theme"
+msgstr "موضوع كتاب أبو الهول"
+
+msgid "Fullscreen mode"
+msgstr "وضع ملء الشاشة"
+
+msgid "Edit this page"
+msgstr "قم بتحرير هذه الصفحة"
+
+msgid "By"
+msgstr "بواسطة"
+
+msgid "Copyright"
+msgstr "حقوق النشر"
+
+msgid "Source repository"
+msgstr "مستودع المصدر"
+
+msgid "previous page"
+msgstr "الصفحة السابقة"
+
+msgid "next page"
+msgstr "الصفحة التالية"
+
+msgid "Toggle navigation"
+msgstr "تبديل التنقل"
+
+msgid "repository"
+msgstr "مخزن"
+
+msgid "suggest edit"
+msgstr "أقترح تحرير"
+
+msgid "open issue"
+msgstr "قضية مفتوحة"
+
+msgid "Launch"
+msgstr "إطلاق"
+
+msgid "Print to PDF"
+msgstr "طباعة إلى PDF"
+
+msgid "By the"
+msgstr "بواسطة"
+
+msgid "Last updated on"
+msgstr "آخر تحديث في"
+
+msgid "Download source file"
+msgstr "تنزيل ملف المصدر"
+
+msgid "Download this page"
+msgstr "قم بتنزيل هذه الصفحة"
diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.mo b/_static/locales/bg/LC_MESSAGES/booktheme.mo
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diff --git a/_static/locales/bg/LC_MESSAGES/booktheme.po b/_static/locales/bg/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..1f363b9d
--- /dev/null
+++ b/_static/locales/bg/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: bg\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Тема от"
+
+msgid "Open an issue"
+msgstr "Отворете проблем"
+
+msgid "Contents"
+msgstr "Съдържание"
+
+msgid "Download notebook file"
+msgstr "Изтеглете файла на бележника"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема на книгата Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Режим на цял екран"
+
+msgid "Edit this page"
+msgstr "Редактирайте тази страница"
+
+msgid "By"
+msgstr "От"
+
+msgid "Copyright"
+msgstr "Авторско право"
+
+msgid "Source repository"
+msgstr "Хранилище на източника"
+
+msgid "previous page"
+msgstr "предишна страница"
+
+msgid "next page"
+msgstr "Следваща страница"
+
+msgid "Toggle navigation"
+msgstr "Превключване на навигацията"
+
+msgid "repository"
+msgstr "хранилище"
+
+msgid "suggest edit"
+msgstr "предложи редактиране"
+
+msgid "open issue"
+msgstr "отворен брой"
+
+msgid "Launch"
+msgstr "Стартиране"
+
+msgid "Print to PDF"
+msgstr "Печат в PDF"
+
+msgid "By the"
+msgstr "По"
+
+msgid "Last updated on"
+msgstr "Последна актуализация на"
+
+msgid "Download source file"
+msgstr "Изтеглете изходния файл"
+
+msgid "Download this page"
+msgstr "Изтеглете тази страница"
diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.mo b/_static/locales/bn/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..6b96639b726a2fa959a6419b6f8b7e0dfcce33ae
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/bn/LC_MESSAGES/booktheme.po b/_static/locales/bn/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..fa543728
--- /dev/null
+++ b/_static/locales/bn/LC_MESSAGES/booktheme.po
@@ -0,0 +1,63 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: bn\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "থিম দ্বারা"
+
+msgid "Open an issue"
+msgstr "একটি সমস্যা খুলুন"
+
+msgid "Download notebook file"
+msgstr "নোটবুক ফাইল ডাউনলোড করুন"
+
+msgid "Sphinx Book Theme"
+msgstr "স্পিনিক্স বুক থিম"
+
+msgid "Edit this page"
+msgstr "এই পৃষ্ঠাটি সম্পাদনা করুন"
+
+msgid "By"
+msgstr "দ্বারা"
+
+msgid "Copyright"
+msgstr "কপিরাইট"
+
+msgid "Source repository"
+msgstr "উত্স সংগ্রহস্থল"
+
+msgid "previous page"
+msgstr "আগের পৃষ্ঠা"
+
+msgid "next page"
+msgstr "পরবর্তী পৃষ্ঠা"
+
+msgid "Toggle navigation"
+msgstr "নেভিগেশন টগল করুন"
+
+msgid "open issue"
+msgstr "খোলা সমস্যা"
+
+msgid "Launch"
+msgstr "শুরু করা"
+
+msgid "Print to PDF"
+msgstr "পিডিএফ প্রিন্ট করুন"
+
+msgid "By the"
+msgstr "দ্বারা"
+
+msgid "Last updated on"
+msgstr "সর্বশেষ আপডেট"
+
+msgid "Download source file"
+msgstr "উত্স ফাইল ডাউনলোড করুন"
+
+msgid "Download this page"
+msgstr "এই পৃষ্ঠাটি ডাউনলোড করুন"
diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.mo b/_static/locales/ca/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..a4dd30e9bd762578b119c4401d082ea4fa430613
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/ca/LC_MESSAGES/booktheme.po b/_static/locales/ca/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..22f1569a
--- /dev/null
+++ b/_static/locales/ca/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ca\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema del"
+
+msgid "Open an issue"
+msgstr "Obriu un número"
+
+msgid "Download notebook file"
+msgstr "Descarregar fitxer de quadern"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del llibre Esfinx"
+
+msgid "Edit this page"
+msgstr "Editeu aquesta pàgina"
+
+msgid "By"
+msgstr "Per"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Source repository"
+msgstr "Dipòsit de fonts"
+
+msgid "previous page"
+msgstr "Pàgina anterior"
+
+msgid "next page"
+msgstr "pàgina següent"
+
+msgid "Toggle navigation"
+msgstr "Commuta la navegació"
+
+msgid "suggest edit"
+msgstr "suggerir edició"
+
+msgid "open issue"
+msgstr "número obert"
+
+msgid "Launch"
+msgstr "Llançament"
+
+msgid "Print to PDF"
+msgstr "Imprimeix a PDF"
+
+msgid "By the"
+msgstr "Per la"
+
+msgid "Last updated on"
+msgstr "Darrera actualització el"
+
+msgid "Download source file"
+msgstr "Baixeu el fitxer font"
+
+msgid "Download this page"
+msgstr "Descarregueu aquesta pàgina"
diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.mo b/_static/locales/cs/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..c39e01a6ae9ae5242f04566ffa2cda96b328ca18
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/cs/LC_MESSAGES/booktheme.po b/_static/locales/cs/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..afecd9e7
--- /dev/null
+++ b/_static/locales/cs/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: cs\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Téma od"
+
+msgid "Open an issue"
+msgstr "Otevřete problém"
+
+msgid "Contents"
+msgstr "Obsah"
+
+msgid "Download notebook file"
+msgstr "Stáhnout soubor poznámkového bloku"
+
+msgid "Sphinx Book Theme"
+msgstr "Téma knihy Sfinga"
+
+msgid "Fullscreen mode"
+msgstr "Režim celé obrazovky"
+
+msgid "Edit this page"
+msgstr "Upravit tuto stránku"
+
+msgid "By"
+msgstr "Podle"
+
+msgid "Copyright"
+msgstr "autorská práva"
+
+msgid "Source repository"
+msgstr "Zdrojové úložiště"
+
+msgid "previous page"
+msgstr "předchozí stránka"
+
+msgid "next page"
+msgstr "další strana"
+
+msgid "Toggle navigation"
+msgstr "Přepnout navigaci"
+
+msgid "repository"
+msgstr "úložiště"
+
+msgid "suggest edit"
+msgstr "navrhnout úpravy"
+
+msgid "open issue"
+msgstr "otevřené číslo"
+
+msgid "Launch"
+msgstr "Zahájení"
+
+msgid "Print to PDF"
+msgstr "Tisk do PDF"
+
+msgid "By the"
+msgstr "Podle"
+
+msgid "Last updated on"
+msgstr "Naposledy aktualizováno"
+
+msgid "Download source file"
+msgstr "Stáhněte si zdrojový soubor"
+
+msgid "Download this page"
+msgstr "Stáhněte si tuto stránku"
diff --git a/_static/locales/da/LC_MESSAGES/booktheme.mo b/_static/locales/da/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..f43157d70c63ff21b4385dc36cb73f5b14eb6b01
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/da/LC_MESSAGES/booktheme.po b/_static/locales/da/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..649c78a8
--- /dev/null
+++ b/_static/locales/da/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: da\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema af"
+
+msgid "Open an issue"
+msgstr "Åbn et problem"
+
+msgid "Contents"
+msgstr "Indhold"
+
+msgid "Download notebook file"
+msgstr "Download notesbog-fil"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx bogtema"
+
+msgid "Fullscreen mode"
+msgstr "Fuldskærmstilstand"
+
+msgid "Edit this page"
+msgstr "Rediger denne side"
+
+msgid "By"
+msgstr "Ved"
+
+msgid "Copyright"
+msgstr "ophavsret"
+
+msgid "Source repository"
+msgstr "Kildelager"
+
+msgid "previous page"
+msgstr "forrige side"
+
+msgid "next page"
+msgstr "Næste side"
+
+msgid "Toggle navigation"
+msgstr "Skift navigation"
+
+msgid "repository"
+msgstr "lager"
+
+msgid "suggest edit"
+msgstr "foreslå redigering"
+
+msgid "open issue"
+msgstr "åbent nummer"
+
+msgid "Launch"
+msgstr "Start"
+
+msgid "Print to PDF"
+msgstr "Udskriv til PDF"
+
+msgid "By the"
+msgstr "Ved"
+
+msgid "Last updated on"
+msgstr "Sidst opdateret den"
+
+msgid "Download source file"
+msgstr "Download kildefil"
+
+msgid "Download this page"
+msgstr "Download denne side"
diff --git a/_static/locales/de/LC_MESSAGES/booktheme.mo b/_static/locales/de/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..648b565c7829535bc5f26f86909f458d0cd0fe1b
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/de/LC_MESSAGES/booktheme.po b/_static/locales/de/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..f51d2ecc
--- /dev/null
+++ b/_static/locales/de/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: de\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Thema von der"
+
+msgid "Open an issue"
+msgstr "Öffnen Sie ein Problem"
+
+msgid "Contents"
+msgstr "Inhalt"
+
+msgid "Download notebook file"
+msgstr "Notebook-Datei herunterladen"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-Buch-Thema"
+
+msgid "Fullscreen mode"
+msgstr "Vollbildmodus"
+
+msgid "Edit this page"
+msgstr "Bearbeite diese Seite"
+
+msgid "By"
+msgstr "Durch"
+
+msgid "Copyright"
+msgstr "Urheberrechte ©"
+
+msgid "Source repository"
+msgstr "Quell-Repository"
+
+msgid "previous page"
+msgstr "vorherige Seite"
+
+msgid "next page"
+msgstr "Nächste Seite"
+
+msgid "Toggle navigation"
+msgstr "Navigation umschalten"
+
+msgid "repository"
+msgstr "Repository"
+
+msgid "suggest edit"
+msgstr "vorschlagen zu bearbeiten"
+
+msgid "open issue"
+msgstr "offenes Thema"
+
+msgid "Launch"
+msgstr "Starten"
+
+msgid "Print to PDF"
+msgstr "In PDF drucken"
+
+msgid "By the"
+msgstr "Bis zum"
+
+msgid "Last updated on"
+msgstr "Zuletzt aktualisiert am"
+
+msgid "Download source file"
+msgstr "Quelldatei herunterladen"
+
+msgid "Download this page"
+msgstr "Laden Sie diese Seite herunter"
diff --git a/_static/locales/el/LC_MESSAGES/booktheme.mo b/_static/locales/el/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..fca6e9355f314677f2890f5679fd79dd67a7a5a2
GIT binary patch
literal 1722
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literal 0
HcmV?d00001

diff --git a/_static/locales/el/LC_MESSAGES/booktheme.po b/_static/locales/el/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..8bec7905
--- /dev/null
+++ b/_static/locales/el/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: el\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Θέμα από το"
+
+msgid "Open an issue"
+msgstr "Ανοίξτε ένα ζήτημα"
+
+msgid "Contents"
+msgstr "Περιεχόμενα"
+
+msgid "Download notebook file"
+msgstr "Λήψη αρχείου σημειωματάριου"
+
+msgid "Sphinx Book Theme"
+msgstr "Θέμα βιβλίου Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "ΛΕΙΤΟΥΡΓΙΑ ΠΛΗΡΟΥΣ ΟΘΟΝΗΣ"
+
+msgid "Edit this page"
+msgstr "Επεξεργαστείτε αυτήν τη σελίδα"
+
+msgid "By"
+msgstr "Με"
+
+msgid "Copyright"
+msgstr "Πνευματική ιδιοκτησία"
+
+msgid "Source repository"
+msgstr "Αποθήκη πηγής"
+
+msgid "previous page"
+msgstr "προηγούμενη σελίδα"
+
+msgid "next page"
+msgstr "επόμενη σελίδα"
+
+msgid "Toggle navigation"
+msgstr "Εναλλαγή πλοήγησης"
+
+msgid "repository"
+msgstr "αποθήκη"
+
+msgid "suggest edit"
+msgstr "προτείνω επεξεργασία"
+
+msgid "open issue"
+msgstr "ανοιχτό ζήτημα"
+
+msgid "Launch"
+msgstr "Εκτόξευση"
+
+msgid "Print to PDF"
+msgstr "Εκτύπωση σε PDF"
+
+msgid "By the"
+msgstr "Από το"
+
+msgid "Last updated on"
+msgstr "Τελευταία ενημέρωση στις"
+
+msgid "Download source file"
+msgstr "Λήψη αρχείου προέλευσης"
+
+msgid "Download this page"
+msgstr "Λήψη αυτής της σελίδας"
diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.mo b/_static/locales/eo/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..d1072bbec62959524a87953d3f41b7c272ecbe37
GIT binary patch
literal 1337
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z=%6?-<TiX@#hgl!_#l@i9~5D<9eFKPTC~5#u|zStZ)nMi`9*E|UddU#;B3?(i1Q+2
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literal 0
HcmV?d00001

diff --git a/_static/locales/eo/LC_MESSAGES/booktheme.po b/_static/locales/eo/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..d72a0481
--- /dev/null
+++ b/_static/locales/eo/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: eo\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Temo de la"
+
+msgid "Open an issue"
+msgstr "Malfermu numeron"
+
+msgid "Contents"
+msgstr "Enhavo"
+
+msgid "Download notebook file"
+msgstr "Elŝutu kajeran dosieron"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksa Libro-Temo"
+
+msgid "Fullscreen mode"
+msgstr "Plenekrana reĝimo"
+
+msgid "Edit this page"
+msgstr "Redaktu ĉi tiun paĝon"
+
+msgid "By"
+msgstr "De"
+
+msgid "Copyright"
+msgstr "Kopirajto"
+
+msgid "Source repository"
+msgstr "Fonto-deponejo"
+
+msgid "previous page"
+msgstr "antaŭa paĝo"
+
+msgid "next page"
+msgstr "sekva paĝo"
+
+msgid "Toggle navigation"
+msgstr "Ŝalti navigadon"
+
+msgid "repository"
+msgstr "deponejo"
+
+msgid "suggest edit"
+msgstr "sugesti redaktadon"
+
+msgid "open issue"
+msgstr "malferma numero"
+
+msgid "Launch"
+msgstr "Lanĉo"
+
+msgid "Print to PDF"
+msgstr "Presi al PDF"
+
+msgid "By the"
+msgstr "Per la"
+
+msgid "Last updated on"
+msgstr "Laste ĝisdatigita la"
+
+msgid "Download source file"
+msgstr "Elŝutu fontodosieron"
+
+msgid "Download this page"
+msgstr "Elŝutu ĉi tiun paĝon"
diff --git a/_static/locales/es/LC_MESSAGES/booktheme.mo b/_static/locales/es/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..ba2ee4dc22148ed53f2aeba32c5965654d4a5a2f
GIT binary patch
literal 1396
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literal 0
HcmV?d00001

diff --git a/_static/locales/es/LC_MESSAGES/booktheme.po b/_static/locales/es/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..611834b2
--- /dev/null
+++ b/_static/locales/es/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: es\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema por el"
+
+msgid "Open an issue"
+msgstr "Abrir un problema"
+
+msgid "Contents"
+msgstr "Contenido"
+
+msgid "Download notebook file"
+msgstr "Descargar archivo de cuaderno"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del libro de la esfinge"
+
+msgid "Fullscreen mode"
+msgstr "Modo de pantalla completa"
+
+msgid "Edit this page"
+msgstr "Edita esta página"
+
+msgid "By"
+msgstr "Por"
+
+msgid "Copyright"
+msgstr "Derechos de autor"
+
+msgid "Source repository"
+msgstr "Repositorio de origen"
+
+msgid "previous page"
+msgstr "pagina anterior"
+
+msgid "next page"
+msgstr "siguiente página"
+
+msgid "Toggle navigation"
+msgstr "Navegación de palanca"
+
+msgid "repository"
+msgstr "repositorio"
+
+msgid "suggest edit"
+msgstr "sugerir editar"
+
+msgid "open issue"
+msgstr "Tema abierto"
+
+msgid "Launch"
+msgstr "Lanzamiento"
+
+msgid "Print to PDF"
+msgstr "Imprimir en PDF"
+
+msgid "By the"
+msgstr "Por el"
+
+msgid "Last updated on"
+msgstr "Ultima actualización en"
+
+msgid "Download source file"
+msgstr "Descargar archivo fuente"
+
+msgid "Download this page"
+msgstr "Descarga esta pagina"
diff --git a/_static/locales/et/LC_MESSAGES/booktheme.mo b/_static/locales/et/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..983b82391f499b67a9046c15d0dd8744650ad925
GIT binary patch
literal 1341
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z^uNtibJVS=NUfHfApM`YmaUDGK;(4eOH%75CY{^TBr3Icu(O-g>dO`vjME%rCbb#Z
zLB#9Ln`>&T^B1V~k&_R*YOAf;-PhM8wsB1jsl}?dyPU?psw`<|W?Y%XaN_8G>Z0@F
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zgH4-*vBjDXO&n_1F3dRkd|7v|qf1VIJknP`Sstj{^T%OktXj#ancCu*yH}n+<|;=N
z-jrOCj`OFMOqk`wddINU##;0GR19tBdvzi?e7zruw52+Aw>NT5Q%F&X%h*Lj=6f7z
z8jNuq=-IE#jk<#c{m?m+L;rJ$825O_Nq(D^8CKl}zio+{#UD_z^uJ)WVl7Wi?YTr`
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P_MW2m5}a<3ol*Y+f5$~k

literal 0
HcmV?d00001

diff --git a/_static/locales/et/LC_MESSAGES/booktheme.po b/_static/locales/et/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..345088f0
--- /dev/null
+++ b/_static/locales/et/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: et\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Teema"
+
+msgid "Open an issue"
+msgstr "Avage probleem"
+
+msgid "Contents"
+msgstr "Sisu"
+
+msgid "Download notebook file"
+msgstr "Laadige sülearvuti fail alla"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksiraamatu teema"
+
+msgid "Fullscreen mode"
+msgstr "Täisekraanirežiim"
+
+msgid "Edit this page"
+msgstr "Muutke seda lehte"
+
+msgid "By"
+msgstr "Kõrval"
+
+msgid "Copyright"
+msgstr "Autoriõigus"
+
+msgid "Source repository"
+msgstr "Allikahoidla"
+
+msgid "previous page"
+msgstr "eelmine leht"
+
+msgid "next page"
+msgstr "järgmine leht"
+
+msgid "Toggle navigation"
+msgstr "Lülita navigeerimine sisse"
+
+msgid "repository"
+msgstr "hoidla"
+
+msgid "suggest edit"
+msgstr "soovita muuta"
+
+msgid "open issue"
+msgstr "avatud küsimus"
+
+msgid "Launch"
+msgstr "Käivitage"
+
+msgid "Print to PDF"
+msgstr "Prindi PDF-i"
+
+msgid "By the"
+msgstr "Autor"
+
+msgid "Last updated on"
+msgstr "Viimati uuendatud"
+
+msgid "Download source file"
+msgstr "Laadige alla lähtefail"
+
+msgid "Download this page"
+msgstr "Laadige see leht alla"
diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.mo b/_static/locales/fi/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..d8ac054597c924e3010f629caeac1c748b7211cd
GIT binary patch
literal 1368
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z_U{$~k2rwWUhojOADjXYfHUAJ@H}`D?0_f02jCHqz@uPj_!Q(kFTlg#EASBb20RYF
zYxtpA|J=miK-T*Ow!n#r`uq`);~9|iTmavL*TH?@caZgdf_(lr$iDVY3ULOU2HE!&
zko6aucn#z_vL=4g#Lq$2c@1*iZ^2{WM{o-K0&@NzAfNvOa-GNb)I1CFegv|=8z7%s
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z2rdbgz>3?XUWo3*(Ha#V+1j$!k61sdlv~SpmKV48XD?rEHI0qB!<^bOz`&K<C~fCu
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H66VBTf3Z^G

literal 0
HcmV?d00001

diff --git a/_static/locales/fi/LC_MESSAGES/booktheme.po b/_static/locales/fi/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..d97a08dc
--- /dev/null
+++ b/_static/locales/fi/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: fi\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Teeman tekijä"
+
+msgid "Open an issue"
+msgstr "Avaa ongelma"
+
+msgid "Contents"
+msgstr "Sisällys"
+
+msgid "Download notebook file"
+msgstr "Lataa muistikirjatiedosto"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-kirjan teema"
+
+msgid "Fullscreen mode"
+msgstr "Koko näytön tila"
+
+msgid "Edit this page"
+msgstr "Muokkaa tätä sivua"
+
+msgid "By"
+msgstr "Tekijä"
+
+msgid "Copyright"
+msgstr "Tekijänoikeus"
+
+msgid "Source repository"
+msgstr "Lähteen arkisto"
+
+msgid "previous page"
+msgstr "Edellinen sivu"
+
+msgid "next page"
+msgstr "seuraava sivu"
+
+msgid "Toggle navigation"
+msgstr "Vaihda navigointia"
+
+msgid "repository"
+msgstr "arkisto"
+
+msgid "suggest edit"
+msgstr "ehdottaa muokkausta"
+
+msgid "open issue"
+msgstr "avoin ongelma"
+
+msgid "Launch"
+msgstr "Tuoda markkinoille"
+
+msgid "Print to PDF"
+msgstr "Tulosta PDF-tiedostoon"
+
+msgid "By the"
+msgstr "Mukaan"
+
+msgid "Last updated on"
+msgstr "Viimeksi päivitetty"
+
+msgid "Download source file"
+msgstr "Lataa lähdetiedosto"
+
+msgid "Download this page"
+msgstr "Lataa tämä sivu"
diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.mo b/_static/locales/fr/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..f663d39f0faa76c5b9bd504c51252eef74cca5de
GIT binary patch
literal 1412
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z@(VpgvBl*|+YE)ZQEjFj&wG?C)!uDalV>RR`l$A11nWA{5XsPS+9@lOaXon+Y2Ue0
zE>oVUGO*E>4ZSkmuAAH}>yV{N!q<m8Mp~IdGCLao4;4&dwOl&l#q>_?5zAzp!&O#!
T<A7>A2+cw{Vw>h7Yg+MtLz81?

literal 0
HcmV?d00001

diff --git a/_static/locales/fr/LC_MESSAGES/booktheme.po b/_static/locales/fr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..88f35173
--- /dev/null
+++ b/_static/locales/fr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: fr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Thème par le"
+
+msgid "Open an issue"
+msgstr "Ouvrez un problème"
+
+msgid "Contents"
+msgstr "Contenu"
+
+msgid "Download notebook file"
+msgstr "Télécharger le fichier notebook"
+
+msgid "Sphinx Book Theme"
+msgstr "Thème du livre Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Mode plein écran"
+
+msgid "Edit this page"
+msgstr "Modifier cette page"
+
+msgid "By"
+msgstr "Par"
+
+msgid "Copyright"
+msgstr "droits d'auteur"
+
+msgid "Source repository"
+msgstr "Dépôt source"
+
+msgid "previous page"
+msgstr "page précédente"
+
+msgid "next page"
+msgstr "page suivante"
+
+msgid "Toggle navigation"
+msgstr "Basculer la navigation"
+
+msgid "repository"
+msgstr "dépôt"
+
+msgid "suggest edit"
+msgstr "suggestion de modification"
+
+msgid "open issue"
+msgstr "signaler un problème"
+
+msgid "Launch"
+msgstr "lancement"
+
+msgid "Print to PDF"
+msgstr "Imprimer au format PDF"
+
+msgid "By the"
+msgstr "Par le"
+
+msgid "Last updated on"
+msgstr "Dernière mise à jour le"
+
+msgid "Download source file"
+msgstr "Télécharger le fichier source"
+
+msgid "Download this page"
+msgstr "Téléchargez cette page"
diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.mo b/_static/locales/hr/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..eca4a1a2842830f06bd5f6235bf01d07bdd313d2
GIT binary patch
literal 1402
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z%T4MpwK#{4ax`^Pw+`@7ELnZzY-Ae)KI#K+iZZI(?h9Kvos)Hu_nn*4eN*x2ba2UM
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zh&bB0JyN@EJkPZYCOUthcI(pE2XsrkjZ2=fYTmTp<}`LiQ88IPH-(M{K`cLrtve@i
z+90*(xpAqpy(Aw}Q7~LGGJzF0;VkyI^8P*c0crzk<M$<gzlq$tyLET-bp6_U@AtaG
z_QwY`4=BRGdR=K_Hz+H$4;+Vk<5B<S={~P*xX-@7X)~7_TMX#tzKOj%+7=0Q9Z>0e
zJ5}<!>W`eCg#p>R8HV8p8`ORd-?8+@kgmPE(NjB4ZRZpsbXo1{+%JywM17c0!7$ZS
zdp+04j?>}H5RL<fJx#Q4stGTStjXjQ+C_6XciyHan@$!YlbfeDgvpZH^HQ;=CO^@~
zUmJ^XJav?r30JP5Lmet-5#9xa%k6|oFOHHoFgxJ^=BJ)5wA6M)Y!NkwxvZ(JP~&Q)
z=4Na)#vBEx&&=X`>>u+?)6`B(!QC;nQ(E%YYHwOi5)9EgF2Tundr{ymsm2Z;f2mKh
k(#nYgw(f}olqHrfw@Z7L48TfWxy6y8<oWoKnK!Qg2ay|IDF6Tf

literal 0
HcmV?d00001

diff --git a/_static/locales/hr/LC_MESSAGES/booktheme.po b/_static/locales/hr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..fb9440ac
--- /dev/null
+++ b/_static/locales/hr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: hr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema autora"
+
+msgid "Open an issue"
+msgstr "Otvorite izdanje"
+
+msgid "Contents"
+msgstr "Sadržaj"
+
+msgid "Download notebook file"
+msgstr "Preuzmi datoteku bilježnice"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema knjige Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Način preko cijelog zaslona"
+
+msgid "Edit this page"
+msgstr "Uredite ovu stranicu"
+
+msgid "By"
+msgstr "Po"
+
+msgid "Copyright"
+msgstr "Autorska prava"
+
+msgid "Source repository"
+msgstr "Izvorno spremište"
+
+msgid "previous page"
+msgstr "Prethodna stranica"
+
+msgid "next page"
+msgstr "sljedeća stranica"
+
+msgid "Toggle navigation"
+msgstr "Uključi / isključi navigaciju"
+
+msgid "repository"
+msgstr "spremište"
+
+msgid "suggest edit"
+msgstr "predloži uređivanje"
+
+msgid "open issue"
+msgstr "otvoreno izdanje"
+
+msgid "Launch"
+msgstr "Pokrenite"
+
+msgid "Print to PDF"
+msgstr "Ispis u PDF"
+
+msgid "By the"
+msgstr "Od strane"
+
+msgid "Last updated on"
+msgstr "Posljednje ažuriranje:"
+
+msgid "Download source file"
+msgstr "Preuzmi izvornu datoteku"
+
+msgid "Download this page"
+msgstr "Preuzmite ovu stranicu"
diff --git a/_static/locales/id/LC_MESSAGES/booktheme.mo b/_static/locales/id/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..d07a06a9d27aaf6d67234c227c22d61d5a23203b
GIT binary patch
literal 1323
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zENnvJmhwTyGEspNX$|aX2AQ~1;({_#dml-xI&Bcd%GHG>aj(wjsI*=O>qg>UnQ5~j
z=eV|BMg@s#m;L%pJ)5RENuwU=R0WMBhBiW7o#i}rlG4#5ZDUjRSa=`Plu#w%B`C$N
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z_q>s3y7KCU*_ODI6J+IW*=v!hp&aNkC~@B;F{`@wufgMIJ{Em)%}J(mRd82~uKPNE
zu!45VT#b~I5H)6^M@|hh?PQ`$a((5ZmR_kKRwzf4qZ=wC=HgJvLU}~a#5@JmHKeM~
zcQ+dhueyjH6-vS(Hi{zy4lKXvX09`YYnog=urAe8uFQH2W~4-u2I{*$(n5sIJAG7C
T@Rc+s5Lgrh10CRyRonjp5+F85

literal 0
HcmV?d00001

diff --git a/_static/locales/id/LC_MESSAGES/booktheme.po b/_static/locales/id/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..9ffb56f7
--- /dev/null
+++ b/_static/locales/id/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: id\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema oleh"
+
+msgid "Open an issue"
+msgstr "Buka masalah"
+
+msgid "Contents"
+msgstr "Isi"
+
+msgid "Download notebook file"
+msgstr "Unduh file notebook"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Buku Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Mode layar penuh"
+
+msgid "Edit this page"
+msgstr "Edit halaman ini"
+
+msgid "By"
+msgstr "Oleh"
+
+msgid "Copyright"
+msgstr "hak cipta"
+
+msgid "Source repository"
+msgstr "Repositori sumber"
+
+msgid "previous page"
+msgstr "halaman sebelumnya"
+
+msgid "next page"
+msgstr "halaman selanjutnya"
+
+msgid "Toggle navigation"
+msgstr "Alihkan navigasi"
+
+msgid "repository"
+msgstr "gudang"
+
+msgid "suggest edit"
+msgstr "menyarankan edit"
+
+msgid "open issue"
+msgstr "masalah terbuka"
+
+msgid "Launch"
+msgstr "Meluncurkan"
+
+msgid "Print to PDF"
+msgstr "Cetak ke PDF"
+
+msgid "By the"
+msgstr "Oleh"
+
+msgid "Last updated on"
+msgstr "Terakhir diperbarui saat"
+
+msgid "Download source file"
+msgstr "Unduh file sumber"
+
+msgid "Download this page"
+msgstr "Unduh halaman ini"
diff --git a/_static/locales/it/LC_MESSAGES/booktheme.mo b/_static/locales/it/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..53ba476edd2df2a802917e9df402257ceca1a130
GIT binary patch
literal 1403
zcmZXSJ&aXF6vsyafhY1QYQiQS8W$5EU!j1vc?Gb$351Os-eM!oynD~ycVOPkWoGWm
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z4;<+7S_JjnwcfrBYTWn1Q(y(E<eG!(r&{W~#-efWZE)TCQhl|lA8o3iYOQf;OmJ!5
zMA!KDHq~Eq(KuBb)ydr0#z%R^=4SAjeNOnPx1&_EY?i}k-UVBd51FSSJfux=ygQvj
z6AON6GS4JYZ7Vh_rDV9?F;^SsQW2Rw%|prNj!l`Gy0n=~3LbXji<$Yj#s=$2Qfk<&
zNAYkHXnlFrOuG9b*C9y`aobGlnfS+aLu1>R@tjRN(zMHIBUF`R@^(uqn+2D6ew@4L
zg5J|zQb*pB(DY&Nai5y1VnoTv1fhfnT;$=ca`*|y1aBki?jP#?!}jLE+O4&f-Stc7
zFAjQPha1~9k0>L63$?T2m#CQ8m^hE`ZLAKj?(U1$r%jH-6<>r>d^Mu0Q^|un)>jR5
z9TALm*F@`vt0B(Qh<x3eX?%H!y5I3RPiMz;>BFUgSr)TwUH`yMh9yxlG%Xix0~y&&
z3LB-cB(8l-D%nxCMbU^4uPmkzD-_D^sYeYovZ|_hYt|6+raF6N+B(TUeM703ahwOj
z!*UGfp34HuR+WV4?HsPL=1>m45R2fh*HNhPRL3xNJhx_&?Yu^?zAcKo|5pQ*LIIU4
z9%X=yZ5mFd5t*`cmL{7}b7xJ=^_*qP(gmDLw)@AXu2??D^RnquqSO=xr-aR>O-k3u
a)*Q3l*@6-(xNK#4xqhOgLbT*tS<HW%;#JK6

literal 0
HcmV?d00001

diff --git a/_static/locales/it/LC_MESSAGES/booktheme.po b/_static/locales/it/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..04308dd2
--- /dev/null
+++ b/_static/locales/it/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: it\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema di"
+
+msgid "Open an issue"
+msgstr "Apri un problema"
+
+msgid "Contents"
+msgstr "Contenuti"
+
+msgid "Download notebook file"
+msgstr "Scarica il file del taccuino"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema del libro della Sfinge"
+
+msgid "Fullscreen mode"
+msgstr "Modalità schermo intero"
+
+msgid "Edit this page"
+msgstr "Modifica questa pagina"
+
+msgid "By"
+msgstr "Di"
+
+msgid "Copyright"
+msgstr "Diritto d'autore"
+
+msgid "Source repository"
+msgstr "Repository di origine"
+
+msgid "previous page"
+msgstr "pagina precedente"
+
+msgid "next page"
+msgstr "pagina successiva"
+
+msgid "Toggle navigation"
+msgstr "Attiva / disattiva la navigazione"
+
+msgid "repository"
+msgstr "repository"
+
+msgid "suggest edit"
+msgstr "suggerisci modifica"
+
+msgid "open issue"
+msgstr "questione aperta"
+
+msgid "Launch"
+msgstr "Lanciare"
+
+msgid "Print to PDF"
+msgstr "Stampa in PDF"
+
+msgid "By the"
+msgstr "Dal"
+
+msgid "Last updated on"
+msgstr "Ultimo aggiornamento il"
+
+msgid "Download source file"
+msgstr "Scarica il file sorgente"
+
+msgid "Download this page"
+msgstr "Scarica questa pagina"
diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.mo b/_static/locales/iw/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..a45c6575e469914582f8223ac54793afc2f26575
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/iw/LC_MESSAGES/booktheme.po b/_static/locales/iw/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4ea190d3
--- /dev/null
+++ b/_static/locales/iw/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: iw\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "נושא מאת"
+
+msgid "Open an issue"
+msgstr "פתח גיליון"
+
+msgid "Contents"
+msgstr "תוכן"
+
+msgid "Download notebook file"
+msgstr "הורד קובץ מחברת"
+
+msgid "Sphinx Book Theme"
+msgstr "נושא ספר ספינקס"
+
+msgid "Fullscreen mode"
+msgstr "מצב מסך מלא"
+
+msgid "Edit this page"
+msgstr "ערוך דף זה"
+
+msgid "By"
+msgstr "על ידי"
+
+msgid "Copyright"
+msgstr "זכויות יוצרים"
+
+msgid "Source repository"
+msgstr "מאגר המקורות"
+
+msgid "previous page"
+msgstr "עמוד קודם"
+
+msgid "next page"
+msgstr "עמוד הבא"
+
+msgid "Toggle navigation"
+msgstr "החלף ניווט"
+
+msgid "repository"
+msgstr "מאגר"
+
+msgid "suggest edit"
+msgstr "מציע לערוך"
+
+msgid "open issue"
+msgstr "בעיה פתוחה"
+
+msgid "Launch"
+msgstr "לְהַשִׁיק"
+
+msgid "Print to PDF"
+msgstr "הדפס לקובץ PDF"
+
+msgid "By the"
+msgstr "דרך"
+
+msgid "Last updated on"
+msgstr "עודכן לאחרונה ב"
+
+msgid "Download source file"
+msgstr "הורד את קובץ המקור"
+
+msgid "Download this page"
+msgstr "הורד דף זה"
diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.mo b/_static/locales/ja/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..1cefd29ce3cc08792667a82dc7ff47e9843107be
GIT binary patch
literal 1471
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literal 0
HcmV?d00001

diff --git a/_static/locales/ja/LC_MESSAGES/booktheme.po b/_static/locales/ja/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..77d5a097
--- /dev/null
+++ b/_static/locales/ja/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ja\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "のテーマ"
+
+msgid "Open an issue"
+msgstr "問題を報告"
+
+msgid "Contents"
+msgstr "目次"
+
+msgid "Download notebook file"
+msgstr "ノートブックファイルをダウンロード"
+
+msgid "Sphinx Book Theme"
+msgstr "スフィンクスの本のテーマ"
+
+msgid "Fullscreen mode"
+msgstr "全画面モード"
+
+msgid "Edit this page"
+msgstr "このページを編集"
+
+msgid "By"
+msgstr "著者"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Source repository"
+msgstr "ソースリポジトリ"
+
+msgid "previous page"
+msgstr "前のページ"
+
+msgid "next page"
+msgstr "次のページ"
+
+msgid "Toggle navigation"
+msgstr "ナビゲーションを切り替え"
+
+msgid "repository"
+msgstr "リポジトリ"
+
+msgid "suggest edit"
+msgstr "編集を提案する"
+
+msgid "open issue"
+msgstr "未解決の問題"
+
+msgid "Launch"
+msgstr "起動"
+
+msgid "Print to PDF"
+msgstr "PDFに印刷"
+
+msgid "By the"
+msgstr "によって"
+
+msgid "Last updated on"
+msgstr "最終更新日"
+
+msgid "Download source file"
+msgstr "ソースファイルをダウンロード"
+
+msgid "Download this page"
+msgstr "このページをダウンロード"
diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.mo b/_static/locales/ko/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..06c7ec938b4975c721caff60b956e343eef11570
GIT binary patch
literal 1375
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literal 0
HcmV?d00001

diff --git a/_static/locales/ko/LC_MESSAGES/booktheme.po b/_static/locales/ko/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..6ee3d781
--- /dev/null
+++ b/_static/locales/ko/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ko\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "테마별"
+
+msgid "Open an issue"
+msgstr "이슈 열기"
+
+msgid "Contents"
+msgstr "내용"
+
+msgid "Download notebook file"
+msgstr "노트북 파일 다운로드"
+
+msgid "Sphinx Book Theme"
+msgstr "스핑크스 도서 테마"
+
+msgid "Fullscreen mode"
+msgstr "전체 화면으로보기"
+
+msgid "Edit this page"
+msgstr "이 페이지 편집"
+
+msgid "By"
+msgstr "으로"
+
+msgid "Copyright"
+msgstr "저작권"
+
+msgid "Source repository"
+msgstr "소스 저장소"
+
+msgid "previous page"
+msgstr "이전 페이지"
+
+msgid "next page"
+msgstr "다음 페이지"
+
+msgid "Toggle navigation"
+msgstr "탐색 전환"
+
+msgid "repository"
+msgstr "저장소"
+
+msgid "suggest edit"
+msgstr "편집 제안"
+
+msgid "open issue"
+msgstr "열린 문제"
+
+msgid "Launch"
+msgstr "시작하다"
+
+msgid "Print to PDF"
+msgstr "PDF로 인쇄"
+
+msgid "By the"
+msgstr "에 의해"
+
+msgid "Last updated on"
+msgstr "마지막 업데이트"
+
+msgid "Download source file"
+msgstr "소스 파일 다운로드"
+
+msgid "Download this page"
+msgstr "이 페이지 다운로드"
diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.mo b/_static/locales/lt/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..4468ba04bc134a84fea5e3c973461cf02c9c2da3
GIT binary patch
literal 1413
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literal 0
HcmV?d00001

diff --git a/_static/locales/lt/LC_MESSAGES/booktheme.po b/_static/locales/lt/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..01be2679
--- /dev/null
+++ b/_static/locales/lt/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: lt\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema"
+
+msgid "Open an issue"
+msgstr "Atidarykite problemą"
+
+msgid "Contents"
+msgstr "Turinys"
+
+msgid "Download notebook file"
+msgstr "Atsisiųsti nešiojamojo kompiuterio failą"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinkso knygos tema"
+
+msgid "Fullscreen mode"
+msgstr "Pilno ekrano režimas"
+
+msgid "Edit this page"
+msgstr "Redaguoti šį puslapį"
+
+msgid "By"
+msgstr "Iki"
+
+msgid "Copyright"
+msgstr "Autorių teisės"
+
+msgid "Source repository"
+msgstr "Šaltinio saugykla"
+
+msgid "previous page"
+msgstr "Ankstesnis puslapis"
+
+msgid "next page"
+msgstr "Kitas puslapis"
+
+msgid "Toggle navigation"
+msgstr "Perjungti naršymą"
+
+msgid "repository"
+msgstr "saugykla"
+
+msgid "suggest edit"
+msgstr "pasiūlyti redaguoti"
+
+msgid "open issue"
+msgstr "atviras klausimas"
+
+msgid "Launch"
+msgstr "Paleiskite"
+
+msgid "Print to PDF"
+msgstr "Spausdinti į PDF"
+
+msgid "By the"
+msgstr "Prie"
+
+msgid "Last updated on"
+msgstr "Paskutinį kartą atnaujinta"
+
+msgid "Download source file"
+msgstr "Atsisiųsti šaltinio failą"
+
+msgid "Download this page"
+msgstr "Atsisiųskite šį puslapį"
diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.mo b/_static/locales/lv/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..74aa4d8985d96a07c4c9be96f006f3b58d884342
GIT binary patch
literal 1404
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A2mk;8

literal 0
HcmV?d00001

diff --git a/_static/locales/lv/LC_MESSAGES/booktheme.po b/_static/locales/lv/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..993a1e41
--- /dev/null
+++ b/_static/locales/lv/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: lv\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Autora tēma"
+
+msgid "Open an issue"
+msgstr "Atveriet problēmu"
+
+msgid "Contents"
+msgstr "Saturs"
+
+msgid "Download notebook file"
+msgstr "Lejupielādēt piezīmju grāmatiņu"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfinksa grāmatas tēma"
+
+msgid "Fullscreen mode"
+msgstr "Pilnekrāna režīms"
+
+msgid "Edit this page"
+msgstr "Rediģēt šo lapu"
+
+msgid "By"
+msgstr "Autors"
+
+msgid "Copyright"
+msgstr "Autortiesības"
+
+msgid "Source repository"
+msgstr "Avota krātuve"
+
+msgid "previous page"
+msgstr "iepriekšējā lapa"
+
+msgid "next page"
+msgstr "nākamā lapaspuse"
+
+msgid "Toggle navigation"
+msgstr "Pārslēgt navigāciju"
+
+msgid "repository"
+msgstr "krātuve"
+
+msgid "suggest edit"
+msgstr "ieteikt rediģēt"
+
+msgid "open issue"
+msgstr "atklāts jautājums"
+
+msgid "Launch"
+msgstr "Uzsākt"
+
+msgid "Print to PDF"
+msgstr "Drukāt PDF formātā"
+
+msgid "By the"
+msgstr "Ar"
+
+msgid "Last updated on"
+msgstr "Pēdējoreiz atjaunināts"
+
+msgid "Download source file"
+msgstr "Lejupielādēt avota failu"
+
+msgid "Download this page"
+msgstr "Lejupielādējiet šo lapu"
diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.mo b/_static/locales/ml/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..2736e8fcf6f9e923c2403307f0b366086d37b335
GIT binary patch
literal 1883
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zC_?O6<R^=s5)(<fn8n>*AzH~{-A|&9)JdV{ljJRVAnvQR<vbZ=ZMAN(=*78AqplK@
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zi~9AcBwNTEQm1~JH(wZ+Vc6WM<@ToB{p@&6So4uJ#+Jvd`NEo?tohar$`5b1v24xI
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literal 0
HcmV?d00001

diff --git a/_static/locales/ml/LC_MESSAGES/booktheme.po b/_static/locales/ml/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..81daf7c8
--- /dev/null
+++ b/_static/locales/ml/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ml\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "പ്രമേയം"
+
+msgid "Open an issue"
+msgstr "ഒരു പ്രശ്നം തുറക്കുക"
+
+msgid "Download notebook file"
+msgstr "നോട്ട്ബുക്ക് ഫയൽ ഡൺലോഡ് ചെയ്യുക"
+
+msgid "Sphinx Book Theme"
+msgstr "സ്ഫിങ്ക്സ് പുസ്തക തീം"
+
+msgid "Edit this page"
+msgstr "ഈ പേജ് എഡിറ്റുചെയ്യുക"
+
+msgid "By"
+msgstr "എഴുതിയത്"
+
+msgid "Copyright"
+msgstr "പകർപ്പവകാശം"
+
+msgid "Source repository"
+msgstr "ഉറവിട ശേഖരം"
+
+msgid "previous page"
+msgstr "മുൻപത്തെ താൾ"
+
+msgid "next page"
+msgstr "അടുത്ത പേജ്"
+
+msgid "Toggle navigation"
+msgstr "നാവിഗേഷൻ ടോഗിൾ ചെയ്യുക"
+
+msgid "suggest edit"
+msgstr "എഡിറ്റുചെയ്യാൻ നിർദ്ദേശിക്കുക"
+
+msgid "open issue"
+msgstr "തുറന്ന പ്രശ്നം"
+
+msgid "Launch"
+msgstr "സമാരംഭിക്കുക"
+
+msgid "Print to PDF"
+msgstr "PDF- ലേക്ക് പ്രിന്റുചെയ്യുക"
+
+msgid "By the"
+msgstr "എഴുതിയത്"
+
+msgid "Last updated on"
+msgstr "അവസാനം അപ്‌ഡേറ്റുചെയ്‌തത്"
+
+msgid "Download source file"
+msgstr "ഉറവിട ഫയൽ ഡൗൺലോഡുചെയ്യുക"
+
+msgid "Download this page"
+msgstr "ഈ പേജ് ഡൗൺലോഡുചെയ്യുക"
diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.mo b/_static/locales/mr/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..fe530100d7715cdc19a6f9db33a971665835f3c4
GIT binary patch
literal 1674
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A6951J

literal 0
HcmV?d00001

diff --git a/_static/locales/mr/LC_MESSAGES/booktheme.po b/_static/locales/mr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..fd857bff
--- /dev/null
+++ b/_static/locales/mr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: mr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "द्वारा थीम"
+
+msgid "Open an issue"
+msgstr "एक मुद्दा उघडा"
+
+msgid "Download notebook file"
+msgstr "नोटबुक फाईल डाउनलोड करा"
+
+msgid "Sphinx Book Theme"
+msgstr "स्फिंक्स बुक थीम"
+
+msgid "Edit this page"
+msgstr "हे पृष्ठ संपादित करा"
+
+msgid "By"
+msgstr "द्वारा"
+
+msgid "Copyright"
+msgstr "कॉपीराइट"
+
+msgid "Source repository"
+msgstr "स्त्रोत भांडार"
+
+msgid "previous page"
+msgstr "मागील पान"
+
+msgid "next page"
+msgstr "पुढील पृष्ठ"
+
+msgid "Toggle navigation"
+msgstr "नेव्हिगेशन टॉगल करा"
+
+msgid "suggest edit"
+msgstr "संपादन सुचवा"
+
+msgid "open issue"
+msgstr "खुला मुद्दा"
+
+msgid "Launch"
+msgstr "लाँच करा"
+
+msgid "Print to PDF"
+msgstr "पीडीएफवर मुद्रित करा"
+
+msgid "By the"
+msgstr "द्वारा"
+
+msgid "Last updated on"
+msgstr "अखेरचे अद्यतनित"
+
+msgid "Download source file"
+msgstr "स्त्रोत फाइल डाउनलोड करा"
+
+msgid "Download this page"
+msgstr "हे पृष्ठ डाउनलोड करा"
diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.mo b/_static/locales/ms/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..f02603fa2522a40060bd3f1b5d65052c77530de6
GIT binary patch
literal 1213
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zAr~BvaFnsG^hhh0!@1tw9jM|>;2yki7=)(TY<OX)9L&@d%}AYMC3$t|i|6R7w880t
eV9EtF-J(E&`s>V{?8_pQ^c*8Iog%4v$iD&q$RjNP

literal 0
HcmV?d00001

diff --git a/_static/locales/ms/LC_MESSAGES/booktheme.po b/_static/locales/ms/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b616d70f
--- /dev/null
+++ b/_static/locales/ms/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ms\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema oleh"
+
+msgid "Open an issue"
+msgstr "Buka masalah"
+
+msgid "Download notebook file"
+msgstr "Muat turun fail buku nota"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Buku Sphinx"
+
+msgid "Edit this page"
+msgstr "Edit halaman ini"
+
+msgid "By"
+msgstr "Oleh"
+
+msgid "Copyright"
+msgstr "hak cipta"
+
+msgid "Source repository"
+msgstr "Repositori sumber"
+
+msgid "previous page"
+msgstr "halaman sebelumnya"
+
+msgid "next page"
+msgstr "muka surat seterusnya"
+
+msgid "Toggle navigation"
+msgstr "Togol navigasi"
+
+msgid "suggest edit"
+msgstr "cadangkan edit"
+
+msgid "open issue"
+msgstr "isu terbuka"
+
+msgid "Launch"
+msgstr "Lancarkan"
+
+msgid "Print to PDF"
+msgstr "Cetak ke PDF"
+
+msgid "By the"
+msgstr "Oleh"
+
+msgid "Last updated on"
+msgstr "Terakhir dikemas kini pada"
+
+msgid "Download source file"
+msgstr "Muat turun fail sumber"
+
+msgid "Download this page"
+msgstr "Muat turun halaman ini"
diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.mo b/_static/locales/nl/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..e59e7ecb308a7648cd23aa6342a9ad98a61d0009
GIT binary patch
literal 1356
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z=N$Mv$HI25E$f~haMji1Jb17l9<0YPv;H+qxD=N#xwoeW*MWP;bwN40{S^!Qc%)BB
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z+=^}4Zo{ONva*O<VgXT@!sRMK8R4wH1VL!1jf>n--8-OUjI=r94V1Y}`N=IHv19Ut
jbWAeLReX?b<52fDoT%;?`~gm~I(s23S;SN2irW1H>^?=m

literal 0
HcmV?d00001

diff --git a/_static/locales/nl/LC_MESSAGES/booktheme.po b/_static/locales/nl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..f16f4bcc
--- /dev/null
+++ b/_static/locales/nl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: nl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Thema door de"
+
+msgid "Open an issue"
+msgstr "Open een probleem"
+
+msgid "Contents"
+msgstr "Inhoud"
+
+msgid "Download notebook file"
+msgstr "Download notebookbestand"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx-boekthema"
+
+msgid "Fullscreen mode"
+msgstr "Volledig scherm"
+
+msgid "Edit this page"
+msgstr "bewerk deze pagina"
+
+msgid "By"
+msgstr "Door"
+
+msgid "Copyright"
+msgstr "auteursrechten"
+
+msgid "Source repository"
+msgstr "Bronopslagplaats"
+
+msgid "previous page"
+msgstr "vorige pagina"
+
+msgid "next page"
+msgstr "volgende bladzijde"
+
+msgid "Toggle navigation"
+msgstr "Schakel navigatie"
+
+msgid "repository"
+msgstr "repository"
+
+msgid "suggest edit"
+msgstr "suggereren bewerken"
+
+msgid "open issue"
+msgstr "open probleem"
+
+msgid "Launch"
+msgstr "Lancering"
+
+msgid "Print to PDF"
+msgstr "Afdrukken naar pdf"
+
+msgid "By the"
+msgstr "Door de"
+
+msgid "Last updated on"
+msgstr "Laatst geupdate op"
+
+msgid "Download source file"
+msgstr "Download het bronbestand"
+
+msgid "Download this page"
+msgstr "Download deze pagina"
diff --git a/_static/locales/no/LC_MESSAGES/booktheme.mo b/_static/locales/no/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..6cd15c88de675226c00ca4d0430171075e5559ff
GIT binary patch
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diff --git a/_static/locales/no/LC_MESSAGES/booktheme.po b/_static/locales/no/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b1d304ee
--- /dev/null
+++ b/_static/locales/no/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: no\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema av"
+
+msgid "Open an issue"
+msgstr "Åpne et problem"
+
+msgid "Contents"
+msgstr "Innhold"
+
+msgid "Download notebook file"
+msgstr "Last ned notatbokfilen"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx boktema"
+
+msgid "Fullscreen mode"
+msgstr "Fullskjerm-modus"
+
+msgid "Edit this page"
+msgstr "Rediger denne siden"
+
+msgid "By"
+msgstr "Av"
+
+msgid "Copyright"
+msgstr "opphavsrett"
+
+msgid "Source repository"
+msgstr "Kildedepot"
+
+msgid "previous page"
+msgstr "forrige side"
+
+msgid "next page"
+msgstr "neste side"
+
+msgid "Toggle navigation"
+msgstr "Bytt navigasjon"
+
+msgid "repository"
+msgstr "oppbevaringssted"
+
+msgid "suggest edit"
+msgstr "foreslå redigering"
+
+msgid "open issue"
+msgstr "åpent nummer"
+
+msgid "Launch"
+msgstr "Start"
+
+msgid "Print to PDF"
+msgstr "Skriv ut til PDF"
+
+msgid "By the"
+msgstr "Ved"
+
+msgid "Last updated on"
+msgstr "Sist oppdatert den"
+
+msgid "Download source file"
+msgstr "Last ned kildefilen"
+
+msgid "Download this page"
+msgstr "Last ned denne siden"
diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.mo b/_static/locales/pl/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..9ebb584f77091f5666db4194ecd4f707396cbbca
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/pl/LC_MESSAGES/booktheme.po b/_static/locales/pl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..80d2c896
--- /dev/null
+++ b/_static/locales/pl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: pl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Motyw autorstwa"
+
+msgid "Open an issue"
+msgstr "Otwórz problem"
+
+msgid "Contents"
+msgstr "Zawartość"
+
+msgid "Download notebook file"
+msgstr "Pobierz plik notatnika"
+
+msgid "Sphinx Book Theme"
+msgstr "Motyw książki Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Pełny ekran"
+
+msgid "Edit this page"
+msgstr "Edytuj tę strone"
+
+msgid "By"
+msgstr "Przez"
+
+msgid "Copyright"
+msgstr "prawa autorskie"
+
+msgid "Source repository"
+msgstr "Repozytorium źródłowe"
+
+msgid "previous page"
+msgstr "Poprzednia strona"
+
+msgid "next page"
+msgstr "Następna strona"
+
+msgid "Toggle navigation"
+msgstr "Przełącz nawigację"
+
+msgid "repository"
+msgstr "magazyn"
+
+msgid "suggest edit"
+msgstr "zaproponuj edycję"
+
+msgid "open issue"
+msgstr "otwarty problem"
+
+msgid "Launch"
+msgstr "Uruchomić"
+
+msgid "Print to PDF"
+msgstr "Drukuj do PDF"
+
+msgid "By the"
+msgstr "Przez"
+
+msgid "Last updated on"
+msgstr "Ostatnia aktualizacja"
+
+msgid "Download source file"
+msgstr "Pobierz plik źródłowy"
+
+msgid "Download this page"
+msgstr "Pobierz tę stronę"
diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.mo b/_static/locales/pt/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..d0ddb8728e1d5ef72dddc1537f66aa32251a83c8
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/pt/LC_MESSAGES/booktheme.po b/_static/locales/pt/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..45ac847f
--- /dev/null
+++ b/_static/locales/pt/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: pt\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema por"
+
+msgid "Open an issue"
+msgstr "Abra um problema"
+
+msgid "Contents"
+msgstr "Conteúdo"
+
+msgid "Download notebook file"
+msgstr "Baixar arquivo de notebook"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema do livro Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Modo tela cheia"
+
+msgid "Edit this page"
+msgstr "Edite essa página"
+
+msgid "By"
+msgstr "De"
+
+msgid "Copyright"
+msgstr "direito autoral"
+
+msgid "Source repository"
+msgstr "Repositório fonte"
+
+msgid "previous page"
+msgstr "página anterior"
+
+msgid "next page"
+msgstr "próxima página"
+
+msgid "Toggle navigation"
+msgstr "Alternar de navegação"
+
+msgid "repository"
+msgstr "repositório"
+
+msgid "suggest edit"
+msgstr "sugerir edição"
+
+msgid "open issue"
+msgstr "questão aberta"
+
+msgid "Launch"
+msgstr "Lançamento"
+
+msgid "Print to PDF"
+msgstr "Imprimir em PDF"
+
+msgid "By the"
+msgstr "Pelo"
+
+msgid "Last updated on"
+msgstr "Última atualização em"
+
+msgid "Download source file"
+msgstr "Baixar arquivo fonte"
+
+msgid "Download this page"
+msgstr "Baixe esta página"
diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.mo b/_static/locales/ro/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..3c36ab1df7c589ad82614599b8c91f072a25d4a6
GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/ro/LC_MESSAGES/booktheme.po b/_static/locales/ro/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..532b3b84
--- /dev/null
+++ b/_static/locales/ro/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ro\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema de"
+
+msgid "Open an issue"
+msgstr "Deschideți o problemă"
+
+msgid "Contents"
+msgstr "Cuprins"
+
+msgid "Download notebook file"
+msgstr "Descărcați fișierul notebook"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema Sphinx Book"
+
+msgid "Fullscreen mode"
+msgstr "Modul ecran întreg"
+
+msgid "Edit this page"
+msgstr "Editați această pagină"
+
+msgid "By"
+msgstr "De"
+
+msgid "Copyright"
+msgstr "Drepturi de autor"
+
+msgid "Source repository"
+msgstr "Depozit sursă"
+
+msgid "previous page"
+msgstr "pagina anterioară"
+
+msgid "next page"
+msgstr "pagina următoare"
+
+msgid "Toggle navigation"
+msgstr "Comutare navigare"
+
+msgid "repository"
+msgstr "repertoriu"
+
+msgid "suggest edit"
+msgstr "sugerează editare"
+
+msgid "open issue"
+msgstr "problema deschisă"
+
+msgid "Launch"
+msgstr "Lansa"
+
+msgid "Print to PDF"
+msgstr "Imprimați în PDF"
+
+msgid "By the"
+msgstr "Langa"
+
+msgid "Last updated on"
+msgstr "Ultima actualizare la"
+
+msgid "Download source file"
+msgstr "Descărcați fișierul sursă"
+
+msgid "Download this page"
+msgstr "Descarcă această pagină"
diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.mo b/_static/locales/ru/LC_MESSAGES/booktheme.mo
new file mode 100644
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GIT binary patch
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literal 0
HcmV?d00001

diff --git a/_static/locales/ru/LC_MESSAGES/booktheme.po b/_static/locales/ru/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b718b482
--- /dev/null
+++ b/_static/locales/ru/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ru\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Тема от"
+
+msgid "Open an issue"
+msgstr "Открыть вопрос"
+
+msgid "Contents"
+msgstr "Содержание"
+
+msgid "Download notebook file"
+msgstr "Скачать файл записной книжки"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема книги Сфинкс"
+
+msgid "Fullscreen mode"
+msgstr "Полноэкранный режим"
+
+msgid "Edit this page"
+msgstr "Редактировать эту страницу"
+
+msgid "By"
+msgstr "По"
+
+msgid "Copyright"
+msgstr "авторское право"
+
+msgid "Source repository"
+msgstr "Исходный репозиторий"
+
+msgid "previous page"
+msgstr "Предыдущая страница"
+
+msgid "next page"
+msgstr "Следующая страница"
+
+msgid "Toggle navigation"
+msgstr "Переключить навигацию"
+
+msgid "repository"
+msgstr "хранилище"
+
+msgid "suggest edit"
+msgstr "предложить редактировать"
+
+msgid "open issue"
+msgstr "открытый вопрос"
+
+msgid "Launch"
+msgstr "Запуск"
+
+msgid "Print to PDF"
+msgstr "Распечатать в PDF"
+
+msgid "By the"
+msgstr "Посредством"
+
+msgid "Last updated on"
+msgstr "Последнее обновление"
+
+msgid "Download source file"
+msgstr "Скачать исходный файл"
+
+msgid "Download this page"
+msgstr "Загрузите эту страницу"
diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.mo b/_static/locales/sk/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..59bd0ddfa341477cf5ccfdc88f4c3e6127046f7a
GIT binary patch
literal 1393
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literal 0
HcmV?d00001

diff --git a/_static/locales/sk/LC_MESSAGES/booktheme.po b/_static/locales/sk/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..f6c423b6
--- /dev/null
+++ b/_static/locales/sk/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sk\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Téma od"
+
+msgid "Open an issue"
+msgstr "Otvorte problém"
+
+msgid "Contents"
+msgstr "Obsah"
+
+msgid "Download notebook file"
+msgstr "Stiahnite si zošit"
+
+msgid "Sphinx Book Theme"
+msgstr "Téma knihy Sfinga"
+
+msgid "Fullscreen mode"
+msgstr "Režim celej obrazovky"
+
+msgid "Edit this page"
+msgstr "Upraviť túto stránku"
+
+msgid "By"
+msgstr "Autor:"
+
+msgid "Copyright"
+msgstr "Autorské práva"
+
+msgid "Source repository"
+msgstr "Zdrojové úložisko"
+
+msgid "previous page"
+msgstr "predchádzajúca strana"
+
+msgid "next page"
+msgstr "ďalšia strana"
+
+msgid "Toggle navigation"
+msgstr "Prepnúť navigáciu"
+
+msgid "repository"
+msgstr "Úložisko"
+
+msgid "suggest edit"
+msgstr "navrhnúť úpravu"
+
+msgid "open issue"
+msgstr "otvorené vydanie"
+
+msgid "Launch"
+msgstr "Spustiť"
+
+msgid "Print to PDF"
+msgstr "Tlač do PDF"
+
+msgid "By the"
+msgstr "Podľa"
+
+msgid "Last updated on"
+msgstr "Posledná aktualizácia dňa"
+
+msgid "Download source file"
+msgstr "Stiahnite si zdrojový súbor"
+
+msgid "Download this page"
+msgstr "Stiahnite si túto stránku"
diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.mo b/_static/locales/sl/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..87bf26de683cb18c73bd23c2b4c57ef6a02545ec
GIT binary patch
literal 1374
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L??Y>WljW5^x#&@4

literal 0
HcmV?d00001

diff --git a/_static/locales/sl/LC_MESSAGES/booktheme.po b/_static/locales/sl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..9822dc58
--- /dev/null
+++ b/_static/locales/sl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema avtorja"
+
+msgid "Open an issue"
+msgstr "Odprite številko"
+
+msgid "Contents"
+msgstr "Vsebina"
+
+msgid "Download notebook file"
+msgstr "Prenesite datoteko zvezka"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema knjige Sphinx"
+
+msgid "Fullscreen mode"
+msgstr "Celozaslonski način"
+
+msgid "Edit this page"
+msgstr "Uredite to stran"
+
+msgid "By"
+msgstr "Avtor"
+
+msgid "Copyright"
+msgstr "avtorske pravice"
+
+msgid "Source repository"
+msgstr "Izvorno skladišče"
+
+msgid "previous page"
+msgstr "Prejšnja stran"
+
+msgid "next page"
+msgstr "Naslednja stran"
+
+msgid "Toggle navigation"
+msgstr "Preklopi navigacijo"
+
+msgid "repository"
+msgstr "odlagališče"
+
+msgid "suggest edit"
+msgstr "predlagajte urejanje"
+
+msgid "open issue"
+msgstr "odprto vprašanje"
+
+msgid "Launch"
+msgstr "Kosilo"
+
+msgid "Print to PDF"
+msgstr "Natisni v PDF"
+
+msgid "By the"
+msgstr "Avtor"
+
+msgid "Last updated on"
+msgstr "Nazadnje posodobljeno dne"
+
+msgid "Download source file"
+msgstr "Prenesite izvorno datoteko"
+
+msgid "Download this page"
+msgstr "Prenesite to stran"
diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.mo b/_static/locales/sr/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..ec740f4852f3973fa72ed0c7f7cf59273b8dba41
GIT binary patch
literal 1679
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HD*E*gL}ZXP

literal 0
HcmV?d00001

diff --git a/_static/locales/sr/LC_MESSAGES/booktheme.po b/_static/locales/sr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..e809230c
--- /dev/null
+++ b/_static/locales/sr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Тхеме би"
+
+msgid "Open an issue"
+msgstr "Отворите издање"
+
+msgid "Contents"
+msgstr "Садржај"
+
+msgid "Download notebook file"
+msgstr "Преузмите датотеку бележнице"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема књиге Спхинк"
+
+msgid "Fullscreen mode"
+msgstr "Режим целог екрана"
+
+msgid "Edit this page"
+msgstr "Уредите ову страницу"
+
+msgid "By"
+msgstr "Од стране"
+
+msgid "Copyright"
+msgstr "Ауторско право"
+
+msgid "Source repository"
+msgstr "Изворно спремиште"
+
+msgid "previous page"
+msgstr "Претходна страница"
+
+msgid "next page"
+msgstr "Следећа страна"
+
+msgid "Toggle navigation"
+msgstr "Укључи / искључи навигацију"
+
+msgid "repository"
+msgstr "спремиште"
+
+msgid "suggest edit"
+msgstr "предложи уређивање"
+
+msgid "open issue"
+msgstr "отворено издање"
+
+msgid "Launch"
+msgstr "Лансирање"
+
+msgid "Print to PDF"
+msgstr "Испис у ПДФ"
+
+msgid "By the"
+msgstr "Од"
+
+msgid "Last updated on"
+msgstr "Последње ажурирање"
+
+msgid "Download source file"
+msgstr "Преузми изворну датотеку"
+
+msgid "Download this page"
+msgstr "Преузмите ову страницу"
diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.mo b/_static/locales/sv/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..b07dc76ff21128244172d2e415cc899555d8b49d
GIT binary patch
literal 1365
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EA0pCHFaQ7m

literal 0
HcmV?d00001

diff --git a/_static/locales/sv/LC_MESSAGES/booktheme.po b/_static/locales/sv/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..2421b001
--- /dev/null
+++ b/_static/locales/sv/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: sv\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema av"
+
+msgid "Open an issue"
+msgstr "Öppna en problemrapport"
+
+msgid "Contents"
+msgstr "Innehåll"
+
+msgid "Download notebook file"
+msgstr "Ladda ner notebook-fil"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx Boktema"
+
+msgid "Fullscreen mode"
+msgstr "Fullskärmsläge"
+
+msgid "Edit this page"
+msgstr "Redigera den här sidan"
+
+msgid "By"
+msgstr "Av"
+
+msgid "Copyright"
+msgstr "Upphovsrätt"
+
+msgid "Source repository"
+msgstr "Källkodsrepositorium"
+
+msgid "previous page"
+msgstr "föregående sida"
+
+msgid "next page"
+msgstr "nästa sida"
+
+msgid "Toggle navigation"
+msgstr "Växla navigering"
+
+msgid "repository"
+msgstr "repositorium"
+
+msgid "suggest edit"
+msgstr "föreslå ändring"
+
+msgid "open issue"
+msgstr "öppna problemrapport"
+
+msgid "Launch"
+msgstr "Öppna"
+
+msgid "Print to PDF"
+msgstr "Skriv ut till PDF"
+
+msgid "By the"
+msgstr "Av den"
+
+msgid "Last updated on"
+msgstr "Senast uppdaterad den"
+
+msgid "Download source file"
+msgstr "Ladda ner källfil"
+
+msgid "Download this page"
+msgstr "Ladda ner den här sidan"
diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.mo b/_static/locales/ta/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..29f52e1f6f1ec96aceb0f883d8ccc82c23eb35c2
GIT binary patch
literal 1928
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literal 0
HcmV?d00001

diff --git a/_static/locales/ta/LC_MESSAGES/booktheme.po b/_static/locales/ta/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..500042f4
--- /dev/null
+++ b/_static/locales/ta/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ta\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "வழங்கிய தீம்"
+
+msgid "Open an issue"
+msgstr "சிக்கலைத் திறக்கவும்"
+
+msgid "Download notebook file"
+msgstr "நோட்புக் கோப்பைப் பதிவிறக்கவும்"
+
+msgid "Sphinx Book Theme"
+msgstr "ஸ்பிங்க்ஸ் புத்தக தீம்"
+
+msgid "Edit this page"
+msgstr "இந்தப் பக்கத்தைத் திருத்தவும்"
+
+msgid "By"
+msgstr "வழங்கியவர்"
+
+msgid "Copyright"
+msgstr "பதிப்புரிமை"
+
+msgid "Source repository"
+msgstr "மூல களஞ்சியம்"
+
+msgid "previous page"
+msgstr "முந்தைய பக்கம்"
+
+msgid "next page"
+msgstr "அடுத்த பக்கம்"
+
+msgid "Toggle navigation"
+msgstr "வழிசெலுத்தலை நிலைமாற்று"
+
+msgid "suggest edit"
+msgstr "திருத்த பரிந்துரைக்கவும்"
+
+msgid "open issue"
+msgstr "திறந்த பிரச்சினை"
+
+msgid "Launch"
+msgstr "தொடங்க"
+
+msgid "Print to PDF"
+msgstr "PDF இல் அச்சிடுக"
+
+msgid "By the"
+msgstr "மூலம்"
+
+msgid "Last updated on"
+msgstr "கடைசியாக புதுப்பிக்கப்பட்டது"
+
+msgid "Download source file"
+msgstr "மூல கோப்பைப் பதிவிறக்குக"
+
+msgid "Download this page"
+msgstr "இந்தப் பக்கத்தைப் பதிவிறக்கவும்"
diff --git a/_static/locales/te/LC_MESSAGES/booktheme.mo b/_static/locales/te/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..0a5f4b46adfda1551ae6791c3c3782525b61be04
GIT binary patch
literal 1806
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literal 0
HcmV?d00001

diff --git a/_static/locales/te/LC_MESSAGES/booktheme.po b/_static/locales/te/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..b1afebba
--- /dev/null
+++ b/_static/locales/te/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: te\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "ద్వారా థీమ్"
+
+msgid "Open an issue"
+msgstr "సమస్యను తెరవండి"
+
+msgid "Download notebook file"
+msgstr "నోట్బుక్ ఫైల్ను డౌన్లోడ్ చేయండి"
+
+msgid "Sphinx Book Theme"
+msgstr "సింహిక పుస్తక థీమ్"
+
+msgid "Edit this page"
+msgstr "ఈ పేజీని సవరించండి"
+
+msgid "By"
+msgstr "ద్వారా"
+
+msgid "Copyright"
+msgstr "కాపీరైట్"
+
+msgid "Source repository"
+msgstr "మూల రిపోజిటరీ"
+
+msgid "previous page"
+msgstr "ముందు పేజి"
+
+msgid "next page"
+msgstr "తరువాతి పేజీ"
+
+msgid "Toggle navigation"
+msgstr "నావిగేషన్‌ను టోగుల్ చేయండి"
+
+msgid "suggest edit"
+msgstr "సవరించమని సూచించండి"
+
+msgid "open issue"
+msgstr "ఓపెన్ ఇష్యూ"
+
+msgid "Launch"
+msgstr "ప్రారంభించండి"
+
+msgid "Print to PDF"
+msgstr "PDF కి ముద్రించండి"
+
+msgid "By the"
+msgstr "ద్వారా"
+
+msgid "Last updated on"
+msgstr "చివరిగా నవీకరించబడింది"
+
+msgid "Download source file"
+msgstr "మూల ఫైల్‌ను డౌన్‌లోడ్ చేయండి"
+
+msgid "Download this page"
+msgstr "ఈ పేజీని డౌన్‌లోడ్ చేయండి"
diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.mo b/_static/locales/tg/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..b21c6c6340194fdf35f7e5660deb42479c8dbff9
GIT binary patch
literal 1628
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literal 0
HcmV?d00001

diff --git a/_static/locales/tg/LC_MESSAGES/booktheme.po b/_static/locales/tg/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..29b8237b
--- /dev/null
+++ b/_static/locales/tg/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tg\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Мавзӯъи аз"
+
+msgid "Open an issue"
+msgstr "Масъаларо кушоед"
+
+msgid "Contents"
+msgstr "Мундариҷа"
+
+msgid "Download notebook file"
+msgstr "Файли дафтарро зеркашӣ кунед"
+
+msgid "Sphinx Book Theme"
+msgstr "Сфинкс Мавзӯи китоб"
+
+msgid "Fullscreen mode"
+msgstr "Ҳолати экрани пурра"
+
+msgid "Edit this page"
+msgstr "Ин саҳифаро таҳрир кунед"
+
+msgid "By"
+msgstr "Бо"
+
+msgid "Copyright"
+msgstr "Ҳуқуқи муаллиф"
+
+msgid "Source repository"
+msgstr "Анбори манбаъ"
+
+msgid "previous page"
+msgstr "саҳифаи қаблӣ"
+
+msgid "next page"
+msgstr "саҳифаи оянда"
+
+msgid "Toggle navigation"
+msgstr "Гузаришро иваз кунед"
+
+msgid "repository"
+msgstr "анбор"
+
+msgid "suggest edit"
+msgstr "пешниҳод вироиш"
+
+msgid "open issue"
+msgstr "барориши кушод"
+
+msgid "Launch"
+msgstr "Оғоз"
+
+msgid "Print to PDF"
+msgstr "Чоп ба PDF"
+
+msgid "By the"
+msgstr "Бо"
+
+msgid "Last updated on"
+msgstr "Last навсозӣ дар"
+
+msgid "Download source file"
+msgstr "Файли манбаъро зеркашӣ кунед"
+
+msgid "Download this page"
+msgstr "Ин саҳифаро зеркашӣ кунед"
diff --git a/_static/locales/th/LC_MESSAGES/booktheme.mo b/_static/locales/th/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..abede98aa11b163e580a26b545980ace31e61ccf
GIT binary patch
literal 1766
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literal 0
HcmV?d00001

diff --git a/_static/locales/th/LC_MESSAGES/booktheme.po b/_static/locales/th/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..ac65ee05
--- /dev/null
+++ b/_static/locales/th/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: th\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "ธีมโดย"
+
+msgid "Open an issue"
+msgstr "เปิดปัญหา"
+
+msgid "Contents"
+msgstr "สารบัญ"
+
+msgid "Download notebook file"
+msgstr "ดาวน์โหลดไฟล์สมุดบันทึก"
+
+msgid "Sphinx Book Theme"
+msgstr "ธีมหนังสือสฟิงซ์"
+
+msgid "Fullscreen mode"
+msgstr "โหมดเต็มหน้าจอ"
+
+msgid "Edit this page"
+msgstr "แก้ไขหน้านี้"
+
+msgid "By"
+msgstr "โดย"
+
+msgid "Copyright"
+msgstr "ลิขสิทธิ์"
+
+msgid "Source repository"
+msgstr "ที่เก็บซอร์ส"
+
+msgid "previous page"
+msgstr "หน้าที่แล้ว"
+
+msgid "next page"
+msgstr "หน้าต่อไป"
+
+msgid "Toggle navigation"
+msgstr "ไม่ต้องสลับช่องทาง"
+
+msgid "repository"
+msgstr "ที่เก็บ"
+
+msgid "suggest edit"
+msgstr "แนะนำแก้ไข"
+
+msgid "open issue"
+msgstr "เปิดปัญหา"
+
+msgid "Launch"
+msgstr "เปิด"
+
+msgid "Print to PDF"
+msgstr "พิมพ์เป็น PDF"
+
+msgid "By the"
+msgstr "โดย"
+
+msgid "Last updated on"
+msgstr "ปรับปรุงล่าสุดเมื่อ"
+
+msgid "Download source file"
+msgstr "ดาวน์โหลดไฟล์ต้นฉบับ"
+
+msgid "Download this page"
+msgstr "ดาวน์โหลดหน้านี้"
diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.mo b/_static/locales/tl/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..8df1b73310e0c606251d1abff7e6033d1f6b273f
GIT binary patch
literal 1273
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zo5YHk8|!7$+74gUi5w0)8?u(%HR#*g@l+_u=40)Val5-HoaZ5pg_kk6hAoO<T5Wbe
zm4*w$wR1tTTBZ#aSzeo4VD%z@CR6LQw^@(X)3!Dne1^O<+OjKI{^ZTVdc!J}NN&WM
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literal 0
HcmV?d00001

diff --git a/_static/locales/tl/LC_MESSAGES/booktheme.po b/_static/locales/tl/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..662d66ca
--- /dev/null
+++ b/_static/locales/tl/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tl\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tema ng"
+
+msgid "Open an issue"
+msgstr "Magbukas ng isyu"
+
+msgid "Download notebook file"
+msgstr "Mag-download ng file ng notebook"
+
+msgid "Sphinx Book Theme"
+msgstr "Tema ng Sphinx Book"
+
+msgid "Edit this page"
+msgstr "I-edit ang pahinang ito"
+
+msgid "By"
+msgstr "Ni"
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Source repository"
+msgstr "Pinagmulan ng imbakan"
+
+msgid "previous page"
+msgstr "Nakaraang pahina"
+
+msgid "next page"
+msgstr "Susunod na pahina"
+
+msgid "Toggle navigation"
+msgstr "I-toggle ang pag-navigate"
+
+msgid "suggest edit"
+msgstr "iminumungkahi i-edit"
+
+msgid "open issue"
+msgstr "bukas na isyu"
+
+msgid "Launch"
+msgstr "Ilunsad"
+
+msgid "Print to PDF"
+msgstr "I-print sa PDF"
+
+msgid "By the"
+msgstr "Sa pamamagitan ng"
+
+msgid "Last updated on"
+msgstr "Huling na-update noong"
+
+msgid "Download source file"
+msgstr "Mag-download ng file ng pinagmulan"
+
+msgid "Download this page"
+msgstr "I-download ang pahinang ito"
diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.mo b/_static/locales/tr/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..029ae18afb5360a8c238a052e8d3971761759d3d
GIT binary patch
literal 1373
zcmZ{izi%8x6vqdWKynFz!~~?sQXUOIiX{o62)3@sVLOWA2n!$d<J)(;liizH&CG_Z
zMVT%slPZNJnur1kHxWf7in~bEh>C&=i7J19yL{j6T0W2%?d)gY?96-L@67yl{`g~s
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zo6h$Ap{&BCl*;`;;xXGI&@B^nMMIv5kwyPFiiuV?c-PnoHwMdQd*;PnG+qT~k=xL=
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literal 0
HcmV?d00001

diff --git a/_static/locales/tr/LC_MESSAGES/booktheme.po b/_static/locales/tr/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..d1ae7233
--- /dev/null
+++ b/_static/locales/tr/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: tr\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Tarafından tema"
+
+msgid "Open an issue"
+msgstr "Bir sorunu açın"
+
+msgid "Contents"
+msgstr "İçindekiler"
+
+msgid "Download notebook file"
+msgstr "Defter dosyasını indirin"
+
+msgid "Sphinx Book Theme"
+msgstr "Sfenks Kitap Teması"
+
+msgid "Fullscreen mode"
+msgstr "Tam ekran modu"
+
+msgid "Edit this page"
+msgstr "Bu sayfayı düzenle"
+
+msgid "By"
+msgstr "Tarafından"
+
+msgid "Copyright"
+msgstr "Telif hakkı"
+
+msgid "Source repository"
+msgstr "Kaynak kod deposu"
+
+msgid "previous page"
+msgstr "önceki sayfa"
+
+msgid "next page"
+msgstr "sonraki Sayfa"
+
+msgid "Toggle navigation"
+msgstr "Gezinmeyi değiştir"
+
+msgid "repository"
+msgstr "depo"
+
+msgid "suggest edit"
+msgstr "düzenleme öner"
+
+msgid "open issue"
+msgstr "Açık konu"
+
+msgid "Launch"
+msgstr "Başlatmak"
+
+msgid "Print to PDF"
+msgstr "PDF olarak yazdır"
+
+msgid "By the"
+msgstr "Tarafından"
+
+msgid "Last updated on"
+msgstr "Son güncelleme tarihi"
+
+msgid "Download source file"
+msgstr "Kaynak dosyayı indirin"
+
+msgid "Download this page"
+msgstr "Bu sayfayı indirin"
diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.mo b/_static/locales/uk/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..16ab78909cfbaba7fa199f47fdfc2934426ac699
GIT binary patch
literal 1681
zcmZvaO>7%Q6vv0QKx#^WmXAw-X;52=<n%)vDo4JQCQ_wVL}|)>V^7yhotb5Kwlue-
zPJ@uD1fdWPh|e20*TKPc;zZ)a@r}d@A+B8DUJjM|f4dvvq>McK+j;xuef*#QJbLI0
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zh*pwW{vziurkM*@FJB$o{eEubY#|r6I5iuplC&t`Oj!2<Jt`|TFN&2dU!NK;UfA`E
zJRRRqQE^OHOf}GcNnV%^Y~hNh{RFy}WOB1GQBNYTUK}^kOk9#WOpkH-{HV-c%WrFW
zye!Y19xVv^j9TsvZMiu?-_n+#FKN@Qx_Nh}?-P#qs7q~0+is4U)XE(BrAa+pZ_+xR
zZRr;9`hYeh-KP!O!kr#M<2%RQ<4zrzI}#B(?yg&<pWxY{2meKQ;zAaG(Je_Xjtj=E
z9(7$q(09~EfF`ZE2A7mZcK`2+9^rzjaHX3z)7!~B2h%!=*c9|lnghL|yA=s%zR*HT
z?bNhf%F5ez4L46+L7%4`a6I&oR?3Y*t^E56s%=nLx&}9h+G&%^bgSuKmsXIs4P%={
z<NofZ={oLHR_+Jb;Vx4(JG2JbhUt5^koP}7+~?BbLU@u{xGrtDCHKjW*gc*BJl2qW
z5mR0g^fg|gC#u^<Yt4P)a{4r6s#Q8N%xG_Ktmt;04^wo@PsZ5OQCrZ@sDuAWd=c9A
LPmM*`H%jps*u#;t

literal 0
HcmV?d00001

diff --git a/_static/locales/uk/LC_MESSAGES/booktheme.po b/_static/locales/uk/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..be49ab85
--- /dev/null
+++ b/_static/locales/uk/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: uk\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Тема від"
+
+msgid "Open an issue"
+msgstr "Відкрийте випуск"
+
+msgid "Contents"
+msgstr "Зміст"
+
+msgid "Download notebook file"
+msgstr "Завантажте файл блокнота"
+
+msgid "Sphinx Book Theme"
+msgstr "Тема книги \"Сфінкс\""
+
+msgid "Fullscreen mode"
+msgstr "Повноекранний режим"
+
+msgid "Edit this page"
+msgstr "Редагувати цю сторінку"
+
+msgid "By"
+msgstr "Автор"
+
+msgid "Copyright"
+msgstr "Авторське право"
+
+msgid "Source repository"
+msgstr "Джерело сховища"
+
+msgid "previous page"
+msgstr "Попередня сторінка"
+
+msgid "next page"
+msgstr "Наступна сторінка"
+
+msgid "Toggle navigation"
+msgstr "Переключити навігацію"
+
+msgid "repository"
+msgstr "сховище"
+
+msgid "suggest edit"
+msgstr "запропонувати редагувати"
+
+msgid "open issue"
+msgstr "відкритий випуск"
+
+msgid "Launch"
+msgstr "Запуск"
+
+msgid "Print to PDF"
+msgstr "Друк у форматі PDF"
+
+msgid "By the"
+msgstr "По"
+
+msgid "Last updated on"
+msgstr "Останнє оновлення:"
+
+msgid "Download source file"
+msgstr "Завантажити вихідний файл"
+
+msgid "Download this page"
+msgstr "Завантажте цю сторінку"
diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.mo b/_static/locales/ur/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..de8c84b935ed5c3db23e304015d45b638a3d2db3
GIT binary patch
literal 1462
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z@uTBCHyGACc;3gei{}G8S6;vi>pu7*_yBwvd<eb@w!uE|FOYJdfXBgJ1iuNM0*`@b
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c^9?3>eEmE8GP@z_uy-`khW>?G>aA{%rxd0lq5uE@

literal 0
HcmV?d00001

diff --git a/_static/locales/ur/LC_MESSAGES/booktheme.po b/_static/locales/ur/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..94bcab33
--- /dev/null
+++ b/_static/locales/ur/LC_MESSAGES/booktheme.po
@@ -0,0 +1,66 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: ur\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "کے ذریعہ تھیم"
+
+msgid "Open an issue"
+msgstr "ایک مسئلہ کھولیں"
+
+msgid "Download notebook file"
+msgstr "نوٹ بک فائل ڈاؤن لوڈ کریں"
+
+msgid "Sphinx Book Theme"
+msgstr "سپنکس بک تھیم"
+
+msgid "Edit this page"
+msgstr "اس صفحے میں ترمیم کریں"
+
+msgid "By"
+msgstr "بذریعہ"
+
+msgid "Copyright"
+msgstr "کاپی رائٹ"
+
+msgid "Source repository"
+msgstr "ماخذ ذخیرہ"
+
+msgid "previous page"
+msgstr "سابقہ ​​صفحہ"
+
+msgid "next page"
+msgstr "اگلا صفحہ"
+
+msgid "Toggle navigation"
+msgstr "نیویگیشن ٹوگل کریں"
+
+msgid "suggest edit"
+msgstr "ترمیم کی تجویز کریں"
+
+msgid "open issue"
+msgstr "کھلا مسئلہ"
+
+msgid "Launch"
+msgstr "لانچ کریں"
+
+msgid "Print to PDF"
+msgstr "پی ڈی ایف پرنٹ کریں"
+
+msgid "By the"
+msgstr "کی طرف"
+
+msgid "Last updated on"
+msgstr "آخری بار تازہ کاری ہوئی"
+
+msgid "Download source file"
+msgstr "سورس فائل ڈاؤن لوڈ کریں"
+
+msgid "Download this page"
+msgstr "اس صفحے کو ڈاؤن لوڈ کریں"
diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.mo b/_static/locales/vi/LC_MESSAGES/booktheme.mo
new file mode 100644
index 0000000000000000000000000000000000000000..2bb32555c3ea0dab08ed37b71cb863fbe75698c6
GIT binary patch
literal 1431
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ze1pUH?uya95XS<na80h3K{qt+X_P1<b?<JGZ*p}M{3_8NrsOrUN%%ix#fTSncUzQM
Z`*e6S6ql71ocB7M!O~590wXmNPXTtKmQ4Tv

literal 0
HcmV?d00001

diff --git a/_static/locales/vi/LC_MESSAGES/booktheme.po b/_static/locales/vi/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..116236dc
--- /dev/null
+++ b/_static/locales/vi/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: vi\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "Chủ đề của"
+
+msgid "Open an issue"
+msgstr "Mở một vấn đề"
+
+msgid "Contents"
+msgstr "Nội dung"
+
+msgid "Download notebook file"
+msgstr "Tải xuống tệp sổ tay"
+
+msgid "Sphinx Book Theme"
+msgstr "Chủ đề sách nhân sư"
+
+msgid "Fullscreen mode"
+msgstr "Chế độ toàn màn hình"
+
+msgid "Edit this page"
+msgstr "chỉnh sửa trang này"
+
+msgid "By"
+msgstr "Bởi"
+
+msgid "Copyright"
+msgstr "Bản quyền"
+
+msgid "Source repository"
+msgstr "Kho nguồn"
+
+msgid "previous page"
+msgstr "trang trước"
+
+msgid "next page"
+msgstr "Trang tiếp theo"
+
+msgid "Toggle navigation"
+msgstr "Chuyển đổi điều hướng thành"
+
+msgid "repository"
+msgstr "kho"
+
+msgid "suggest edit"
+msgstr "đề nghị chỉnh sửa"
+
+msgid "open issue"
+msgstr "vấn đề mở"
+
+msgid "Launch"
+msgstr "Phóng"
+
+msgid "Print to PDF"
+msgstr "In sang PDF"
+
+msgid "By the"
+msgstr "Bằng"
+
+msgid "Last updated on"
+msgstr "Cập nhật lần cuối vào"
+
+msgid "Download source file"
+msgstr "Tải xuống tệp nguồn"
+
+msgid "Download this page"
+msgstr "Tải xuống trang này"
diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo b/_static/locales/zh_CN/LC_MESSAGES/booktheme.mo
new file mode 100644
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diff --git a/_static/locales/zh_CN/LC_MESSAGES/booktheme.po b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..4f4ab579
--- /dev/null
+++ b/_static/locales/zh_CN/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: zh_CN\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "主题作者："
+
+msgid "Open an issue"
+msgstr "创建议题"
+
+msgid "Contents"
+msgstr "目录"
+
+msgid "Download notebook file"
+msgstr "下载笔记本文件"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx Book 主题"
+
+msgid "Fullscreen mode"
+msgstr "全屏模式"
+
+msgid "Edit this page"
+msgstr "编辑此页面"
+
+msgid "By"
+msgstr "作者："
+
+msgid "Copyright"
+msgstr "版权"
+
+msgid "Source repository"
+msgstr "源码库"
+
+msgid "previous page"
+msgstr "上一页"
+
+msgid "next page"
+msgstr "下一页"
+
+msgid "Toggle navigation"
+msgstr "显示或隐藏导航栏"
+
+msgid "repository"
+msgstr "仓库"
+
+msgid "suggest edit"
+msgstr "提出修改建议"
+
+msgid "open issue"
+msgstr "创建议题"
+
+msgid "Launch"
+msgstr "启动"
+
+msgid "Print to PDF"
+msgstr "列印成 PDF"
+
+msgid "By the"
+msgstr "作者："
+
+msgid "Last updated on"
+msgstr "上次更新时间："
+
+msgid "Download source file"
+msgstr "下载源文件"
+
+msgid "Download this page"
+msgstr "下载此页面"
diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo b/_static/locales/zh_TW/LC_MESSAGES/booktheme.mo
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diff --git a/_static/locales/zh_TW/LC_MESSAGES/booktheme.po b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po
new file mode 100644
index 00000000..42b43b86
--- /dev/null
+++ b/_static/locales/zh_TW/LC_MESSAGES/booktheme.po
@@ -0,0 +1,75 @@
+
+msgid ""
+msgstr ""
+"Project-Id-Version: Sphinx-Book-Theme\n"
+"MIME-Version: 1.0\n"
+"Content-Type: text/plain; charset=UTF-8\n"
+"Content-Transfer-Encoding: 8bit\n"
+"Language: zh_TW\n"
+"Plural-Forms: nplurals=2; plural=(n != 1);\n"
+
+msgid "Theme by the"
+msgstr "佈景主題作者："
+
+msgid "Open an issue"
+msgstr "開啟議題"
+
+msgid "Contents"
+msgstr "目錄"
+
+msgid "Download notebook file"
+msgstr "下載 Notebook 檔案"
+
+msgid "Sphinx Book Theme"
+msgstr "Sphinx Book 佈景主題"
+
+msgid "Fullscreen mode"
+msgstr "全螢幕模式"
+
+msgid "Edit this page"
+msgstr "編輯此頁面"
+
+msgid "By"
+msgstr "作者："
+
+msgid "Copyright"
+msgstr "Copyright"
+
+msgid "Source repository"
+msgstr "來源儲存庫"
+
+msgid "previous page"
+msgstr "上一頁"
+
+msgid "next page"
+msgstr "下一頁"
+
+msgid "Toggle navigation"
+msgstr "顯示或隱藏導覽列"
+
+msgid "repository"
+msgstr "儲存庫"
+
+msgid "suggest edit"
+msgstr "提出修改建議"
+
+msgid "open issue"
+msgstr "公開的問題"
+
+msgid "Launch"
+msgstr "啟動"
+
+msgid "Print to PDF"
+msgstr "列印成 PDF"
+
+msgid "By the"
+msgstr "作者："
+
+msgid "Last updated on"
+msgstr "最後更新時間："
+
+msgid "Download source file"
+msgstr "下載原始檔"
+
+msgid "Download this page"
+msgstr "下載此頁面"
diff --git a/_static/minus.png b/_static/minus.png
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literal 0
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diff --git a/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
new file mode 100644
index 00000000..33566310
--- /dev/null
+++ b/_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
@@ -0,0 +1,2342 @@
+/* Variables */
+:root {
+  --mystnb-source-bg-color: #f7f7f7;
+  --mystnb-stdout-bg-color: #fcfcfc;
+  --mystnb-stderr-bg-color: #fdd;
+  --mystnb-traceback-bg-color: #fcfcfc;
+  --mystnb-source-border-color: #ccc;
+  --mystnb-source-margin-color: green;
+  --mystnb-stdout-border-color: #f7f7f7;
+  --mystnb-stderr-border-color: #f7f7f7;
+  --mystnb-traceback-border-color: #ffd6d6;
+  --mystnb-hide-prompt-opacity: 70%;
+  --mystnb-source-border-radius: .4em;
+  --mystnb-source-border-width: 1px;
+}
+
+/* Whole cell */
+div.container.cell {
+  padding-left: 0;
+  margin-bottom: 1em;
+}
+
+/* Removing all background formatting so we can control at the div level */
+.cell_input div.highlight,
+.cell_output pre,
+.cell_input pre,
+.cell_output .output {
+  border: none;
+  box-shadow: none;
+}
+
+.cell_output .output pre,
+.cell_input pre {
+  margin: 0px;
+}
+
+/* Input cells */
+div.cell div.cell_input,
+div.cell details.above-input>summary {
+  padding-left: 0em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  background-color: var(--mystnb-source-bg-color);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+  border-radius: var(--mystnb-source-border-radius);
+}
+
+div.cell_input>div,
+div.cell_output div.output>div.highlight {
+  margin: 0em !important;
+  border: none !important;
+}
+
+/* All cell outputs */
+.cell_output {
+  padding-left: 1em;
+  padding-right: 0em;
+  margin-top: 1em;
+}
+
+/* Text outputs from cells */
+.cell_output .output.text_plain,
+.cell_output .output.traceback,
+.cell_output .output.stream,
+.cell_output .output.stderr {
+  margin-top: 1em;
+  margin-bottom: 0em;
+  box-shadow: none;
+}
+
+.cell_output .output.text_plain,
+.cell_output .output.stream {
+  background: var(--mystnb-stdout-bg-color);
+  border: 1px solid var(--mystnb-stdout-border-color);
+}
+
+.cell_output .output.stderr {
+  background: var(--mystnb-stderr-bg-color);
+  border: 1px solid var(--mystnb-stderr-border-color);
+}
+
+.cell_output .output.traceback {
+  background: var(--mystnb-traceback-bg-color);
+  border: 1px solid var(--mystnb-traceback-border-color);
+}
+
+/* Collapsible cell content */
+div.cell details.above-input div.cell_input {
+  border-top-left-radius: 0;
+  border-top-right-radius: 0;
+  border-top: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+}
+
+div.cell div.cell_input.above-output-prompt {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+}
+
+div.cell details.above-input>summary {
+  border-bottom-left-radius: 0;
+  border-bottom-right-radius: 0;
+  border-bottom: var(--mystnb-source-border-width) var(--mystnb-source-border-color) dashed;
+  padding-left: 1em;
+  margin-bottom: 0;
+}
+
+div.cell details.above-output>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.below-input>summary {
+  background-color: var(--mystnb-source-bg-color);
+  padding-left: 1em;
+  padding-right: 0em;
+  border: var(--mystnb-source-border-width) var(--mystnb-source-border-color) solid;
+  border-top: none;
+  border-bottom-left-radius: var(--mystnb-source-border-radius);
+  border-bottom-right-radius: var(--mystnb-source-border-radius);
+  border-left-color: var(--mystnb-source-margin-color);
+  border-left-width: medium;
+}
+
+div.cell details.hide>summary>span {
+  opacity: var(--mystnb-hide-prompt-opacity);
+}
+
+div.cell details.hide[open]>summary>span.collapsed {
+  display: none;
+}
+
+div.cell details.hide:not([open])>summary>span.expanded {
+  display: none;
+}
+
+@keyframes collapsed-fade-in {
+  0% {
+    opacity: 0;
+  }
+
+  100% {
+    opacity: 1;
+  }
+}
+div.cell details.hide[open]>summary~* {
+  -moz-animation: collapsed-fade-in 0.3s ease-in-out;
+  -webkit-animation: collapsed-fade-in 0.3s ease-in-out;
+  animation: collapsed-fade-in 0.3s ease-in-out;
+}
+
+/* Math align to the left */
+.cell_output .MathJax_Display {
+  text-align: left !important;
+}
+
+/* Pandas tables. Pulled from the Jupyter / nbsphinx CSS */
+div.cell_output table {
+  border: none;
+  border-collapse: collapse;
+  border-spacing: 0;
+  color: black;
+  font-size: 1em;
+  table-layout: fixed;
+}
+
+div.cell_output thead {
+  border-bottom: 1px solid black;
+  vertical-align: bottom;
+}
+
+div.cell_output tr,
+div.cell_output th,
+div.cell_output td {
+  text-align: right;
+  vertical-align: middle;
+  padding: 0.5em 0.5em;
+  line-height: normal;
+  white-space: normal;
+  max-width: none;
+  border: none;
+}
+
+div.cell_output th {
+  font-weight: bold;
+}
+
+div.cell_output tbody tr:nth-child(odd) {
+  background: #f5f5f5;
+}
+
+div.cell_output tbody tr:hover {
+  background: rgba(66, 165, 245, 0.2);
+}
+
+/** source code line numbers **/
+span.linenos {
+  opacity: 0.5;
+}
+
+/* Inline text from `paste` operation */
+
+span.pasted-text {
+  font-weight: bold;
+}
+
+span.pasted-inline img {
+  max-height: 2em;
+}
+
+tbody span.pasted-inline img {
+  max-height: none;
+}
+
+/* Font colors for translated ANSI escape sequences
+Color values are copied from Jupyter Notebook
+https://github.com/jupyter/notebook/blob/52581f8eda9b319eb0390ac77fe5903c38f81e3e/notebook/static/notebook/less/ansicolors.less#L14-L21
+Background colors from
+https://nbsphinx.readthedocs.io/en/latest/code-cells.html#ANSI-Colors
+*/
+div.highlight .-Color-Bold {
+  font-weight: bold;
+}
+
+div.highlight .-Color[class*=-Black] {
+  color: #3E424D
+}
+
+div.highlight .-Color[class*=-Red] {
+  color: #E75C58
+}
+
+div.highlight .-Color[class*=-Green] {
+  color: #00A250
+}
+
+div.highlight .-Color[class*=-Yellow] {
+  color: #DDB62B
+}
+
+div.highlight .-Color[class*=-Blue] {
+  color: #208FFB
+}
+
+div.highlight .-Color[class*=-Magenta] {
+  color: #D160C4
+}
+
+div.highlight .-Color[class*=-Cyan] {
+  color: #60C6C8
+}
+
+div.highlight .-Color[class*=-White] {
+  color: #C5C1B4
+}
+
+div.highlight .-Color[class*=-BGBlack] {
+  background-color: #3E424D
+}
+
+div.highlight .-Color[class*=-BGRed] {
+  background-color: #E75C58
+}
+
+div.highlight .-Color[class*=-BGGreen] {
+  background-color: #00A250
+}
+
+div.highlight .-Color[class*=-BGYellow] {
+  background-color: #DDB62B
+}
+
+div.highlight .-Color[class*=-BGBlue] {
+  background-color: #208FFB
+}
+
+div.highlight .-Color[class*=-BGMagenta] {
+  background-color: #D160C4
+}
+
+div.highlight .-Color[class*=-BGCyan] {
+  background-color: #60C6C8
+}
+
+div.highlight .-Color[class*=-BGWhite] {
+  background-color: #C5C1B4
+}
+
+/* Font colors for 8-bit ANSI */
+
+div.highlight .-Color[class*=-C0] {
+  color: #000000
+}
+
+div.highlight .-Color[class*=-BGC0] {
+  background-color: #000000
+}
+
+div.highlight .-Color[class*=-C1] {
+  color: #800000
+}
+
+div.highlight .-Color[class*=-BGC1] {
+  background-color: #800000
+}
+
+div.highlight .-Color[class*=-C2] {
+  color: #008000
+}
+
+div.highlight .-Color[class*=-BGC2] {
+  background-color: #008000
+}
+
+div.highlight .-Color[class*=-C3] {
+  color: #808000
+}
+
+div.highlight .-Color[class*=-BGC3] {
+  background-color: #808000
+}
+
+div.highlight .-Color[class*=-C4] {
+  color: #000080
+}
+
+div.highlight .-Color[class*=-BGC4] {
+  background-color: #000080
+}
+
+div.highlight .-Color[class*=-C5] {
+  color: #800080
+}
+
+div.highlight .-Color[class*=-BGC5] {
+  background-color: #800080
+}
+
+div.highlight .-Color[class*=-C6] {
+  color: #008080
+}
+
+div.highlight .-Color[class*=-BGC6] {
+  background-color: #008080
+}
+
+div.highlight .-Color[class*=-C7] {
+  color: #C0C0C0
+}
+
+div.highlight .-Color[class*=-BGC7] {
+  background-color: #C0C0C0
+}
+
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
+
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+}
+
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+}
+
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+}
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+}
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+}
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+}
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+}
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+}
+
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+}
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+}
+
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+}
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+div.highlight .-Color[class*=-C241] {
+  color: #626262
+}
+
+div.highlight .-Color[class*=-BGC241] {
+  background-color: #626262
+}
+
+div.highlight .-Color[class*=-C242] {
+  color: #6C6C6C
+}
+
+div.highlight .-Color[class*=-BGC242] {
+  background-color: #6C6C6C
+}
+
+div.highlight .-Color[class*=-C243] {
+  color: #767676
+}
+
+div.highlight .-Color[class*=-BGC243] {
+  background-color: #767676
+}
+
+div.highlight .-Color[class*=-C244] {
+  color: #808080
+}
+
+div.highlight .-Color[class*=-BGC244] {
+  background-color: #808080
+}
+
+div.highlight .-Color[class*=-C245] {
+  color: #8A8A8A
+}
+
+div.highlight .-Color[class*=-BGC245] {
+  background-color: #8A8A8A
+}
+
+div.highlight .-Color[class*=-C246] {
+  color: #949494
+}
+
+div.highlight .-Color[class*=-BGC246] {
+  background-color: #949494
+}
+
+div.highlight .-Color[class*=-C247] {
+  color: #9E9E9E
+}
+
+div.highlight .-Color[class*=-BGC247] {
+  background-color: #9E9E9E
+}
+
+div.highlight .-Color[class*=-C248] {
+  color: #A8A8A8
+}
+
+div.highlight .-Color[class*=-BGC248] {
+  background-color: #A8A8A8
+}
+
+div.highlight .-Color[class*=-C249] {
+  color: #B2B2B2
+}
+
+div.highlight .-Color[class*=-BGC249] {
+  background-color: #B2B2B2
+}
+
+div.highlight .-Color[class*=-C250] {
+  color: #BCBCBC
+}
+
+div.highlight .-Color[class*=-BGC250] {
+  background-color: #BCBCBC
+}
+
+div.highlight .-Color[class*=-C251] {
+  color: #C6C6C6
+}
+
+div.highlight .-Color[class*=-BGC251] {
+  background-color: #C6C6C6
+}
+
+div.highlight .-Color[class*=-C252] {
+  color: #D0D0D0
+}
+
+div.highlight .-Color[class*=-BGC252] {
+  background-color: #D0D0D0
+}
+
+div.highlight .-Color[class*=-C253] {
+  color: #DADADA
+}
+
+div.highlight .-Color[class*=-BGC253] {
+  background-color: #DADADA
+}
+
+div.highlight .-Color[class*=-C254] {
+  color: #E4E4E4
+}
+
+div.highlight .-Color[class*=-BGC254] {
+  background-color: #E4E4E4
+}
+
+div.highlight .-Color[class*=-C255] {
+  color: #EEEEEE
+}
+
+div.highlight .-Color[class*=-BGC255] {
+  background-color: #EEEEEE
+}
diff --git a/_static/play-solid.svg b/_static/play-solid.svg
new file mode 100644
index 00000000..bcd81f7a
--- /dev/null
+++ b/_static/play-solid.svg
@@ -0,0 +1 @@
+<svg aria-hidden="true" focusable="false" data-prefix="fas" data-icon="play" class="svg-inline--fa fa-play fa-w-14" role="img" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 448 512"><path fill="currentColor" d="M424.4 214.7L72.4 6.6C43.8-10.3 0 6.1 0 47.9V464c0 37.5 40.7 60.1 72.4 41.3l352-208c31.4-18.5 31.5-64.1 0-82.6z"></path></svg>
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diff --git a/_static/pygments.css b/_static/pygments.css
new file mode 100644
index 00000000..997797f2
--- /dev/null
+++ b/_static/pygments.css
@@ -0,0 +1,152 @@
+html[data-theme="light"] .highlight pre { line-height: 125%; }
+html[data-theme="light"] .highlight td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+html[data-theme="light"] .highlight .hll { background-color: #7971292e }
+html[data-theme="light"] .highlight { background: #fefefe; color: #545454 }
+html[data-theme="light"] .highlight .c { color: #797129 } /* Comment */
+html[data-theme="light"] .highlight .err { color: #d91e18 } /* Error */
+html[data-theme="light"] .highlight .k { color: #7928a1 } /* Keyword */
+html[data-theme="light"] .highlight .l { color: #797129 } /* Literal */
+html[data-theme="light"] .highlight .n { color: #545454 } /* Name */
+html[data-theme="light"] .highlight .o { color: #008000 } /* Operator */
+html[data-theme="light"] .highlight .p { color: #545454 } /* Punctuation */
+html[data-theme="light"] .highlight .ch { color: #797129 } /* Comment.Hashbang */
+html[data-theme="light"] .highlight .cm { color: #797129 } /* Comment.Multiline */
+html[data-theme="light"] .highlight .cp { color: #797129 } /* Comment.Preproc */
+html[data-theme="light"] .highlight .cpf { color: #797129 } /* Comment.PreprocFile */
+html[data-theme="light"] .highlight .c1 { color: #797129 } /* Comment.Single */
+html[data-theme="light"] .highlight .cs { color: #797129 } /* Comment.Special */
+html[data-theme="light"] .highlight .gd { color: #007faa } /* Generic.Deleted */
+html[data-theme="light"] .highlight .ge { font-style: italic } /* Generic.Emph */
+html[data-theme="light"] .highlight .gh { color: #007faa } /* Generic.Heading */
+html[data-theme="light"] .highlight .gs { font-weight: bold } /* Generic.Strong */
+html[data-theme="light"] .highlight .gu { color: #007faa } /* Generic.Subheading */
+html[data-theme="light"] .highlight .kc { color: #7928a1 } /* Keyword.Constant */
+html[data-theme="light"] .highlight .kd { color: #7928a1 } /* Keyword.Declaration */
+html[data-theme="light"] .highlight .kn { color: #7928a1 } /* Keyword.Namespace */
+html[data-theme="light"] .highlight .kp { color: #7928a1 } /* Keyword.Pseudo */
+html[data-theme="light"] .highlight .kr { color: #7928a1 } /* Keyword.Reserved */
+html[data-theme="light"] .highlight .kt { color: #797129 } /* Keyword.Type */
+html[data-theme="light"] .highlight .ld { color: #797129 } /* Literal.Date */
+html[data-theme="light"] .highlight .m { color: #797129 } /* Literal.Number */
+html[data-theme="light"] .highlight .s { color: #008000 } /* Literal.String */
+html[data-theme="light"] .highlight .na { color: #797129 } /* Name.Attribute */
+html[data-theme="light"] .highlight .nb { color: #797129 } /* Name.Builtin */
+html[data-theme="light"] .highlight .nc { color: #007faa } /* Name.Class */
+html[data-theme="light"] .highlight .no { color: #007faa } /* Name.Constant */
+html[data-theme="light"] .highlight .nd { color: #797129 } /* Name.Decorator */
+html[data-theme="light"] .highlight .ni { color: #008000 } /* Name.Entity */
+html[data-theme="light"] .highlight .ne { color: #7928a1 } /* Name.Exception */
+html[data-theme="light"] .highlight .nf { color: #007faa } /* Name.Function */
+html[data-theme="light"] .highlight .nl { color: #797129 } /* Name.Label */
+html[data-theme="light"] .highlight .nn { color: #545454 } /* Name.Namespace */
+html[data-theme="light"] .highlight .nx { color: #545454 } /* Name.Other */
+html[data-theme="light"] .highlight .py { color: #007faa } /* Name.Property */
+html[data-theme="light"] .highlight .nt { color: #007faa } /* Name.Tag */
+html[data-theme="light"] .highlight .nv { color: #d91e18 } /* Name.Variable */
+html[data-theme="light"] .highlight .ow { color: #7928a1 } /* Operator.Word */
+html[data-theme="light"] .highlight .pm { color: #545454 } /* Punctuation.Marker */
+html[data-theme="light"] .highlight .w { color: #545454 } /* Text.Whitespace */
+html[data-theme="light"] .highlight .mb { color: #797129 } /* Literal.Number.Bin */
+html[data-theme="light"] .highlight .mf { color: #797129 } /* Literal.Number.Float */
+html[data-theme="light"] .highlight .mh { color: #797129 } /* Literal.Number.Hex */
+html[data-theme="light"] .highlight .mi { color: #797129 } /* Literal.Number.Integer */
+html[data-theme="light"] .highlight .mo { color: #797129 } /* Literal.Number.Oct */
+html[data-theme="light"] .highlight .sa { color: #008000 } /* Literal.String.Affix */
+html[data-theme="light"] .highlight .sb { color: #008000 } /* Literal.String.Backtick */
+html[data-theme="light"] .highlight .sc { color: #008000 } /* Literal.String.Char */
+html[data-theme="light"] .highlight .dl { color: #008000 } /* Literal.String.Delimiter */
+html[data-theme="light"] .highlight .sd { color: #008000 } /* Literal.String.Doc */
+html[data-theme="light"] .highlight .s2 { color: #008000 } /* Literal.String.Double */
+html[data-theme="light"] .highlight .se { color: #008000 } /* Literal.String.Escape */
+html[data-theme="light"] .highlight .sh { color: #008000 } /* Literal.String.Heredoc */
+html[data-theme="light"] .highlight .si { color: #008000 } /* Literal.String.Interpol */
+html[data-theme="light"] .highlight .sx { color: #008000 } /* Literal.String.Other */
+html[data-theme="light"] .highlight .sr { color: #d91e18 } /* Literal.String.Regex */
+html[data-theme="light"] .highlight .s1 { color: #008000 } /* Literal.String.Single */
+html[data-theme="light"] .highlight .ss { color: #007faa } /* Literal.String.Symbol */
+html[data-theme="light"] .highlight .bp { color: #797129 } /* Name.Builtin.Pseudo */
+html[data-theme="light"] .highlight .fm { color: #007faa } /* Name.Function.Magic */
+html[data-theme="light"] .highlight .vc { color: #d91e18 } /* Name.Variable.Class */
+html[data-theme="light"] .highlight .vg { color: #d91e18 } /* Name.Variable.Global */
+html[data-theme="light"] .highlight .vi { color: #d91e18 } /* Name.Variable.Instance */
+html[data-theme="light"] .highlight .vm { color: #797129 } /* Name.Variable.Magic */
+html[data-theme="light"] .highlight .il { color: #797129 } /* Literal.Number.Integer.Long */
+html[data-theme="dark"] .highlight pre { line-height: 125%; }
+html[data-theme="dark"] .highlight td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; }
+html[data-theme="dark"] .highlight .hll { background-color: #ffd9002e }
+html[data-theme="dark"] .highlight { background: #2b2b2b; color: #f8f8f2 }
+html[data-theme="dark"] .highlight .c { color: #ffd900 } /* Comment */
+html[data-theme="dark"] .highlight .err { color: #ffa07a } /* Error */
+html[data-theme="dark"] .highlight .k { color: #dcc6e0 } /* Keyword */
+html[data-theme="dark"] .highlight .l { color: #ffd900 } /* Literal */
+html[data-theme="dark"] .highlight .n { color: #f8f8f2 } /* Name */
+html[data-theme="dark"] .highlight .o { color: #abe338 } /* Operator */
+html[data-theme="dark"] .highlight .p { color: #f8f8f2 } /* Punctuation */
+html[data-theme="dark"] .highlight .ch { color: #ffd900 } /* Comment.Hashbang */
+html[data-theme="dark"] .highlight .cm { color: #ffd900 } /* Comment.Multiline */
+html[data-theme="dark"] .highlight .cp { color: #ffd900 } /* Comment.Preproc */
+html[data-theme="dark"] .highlight .cpf { color: #ffd900 } /* Comment.PreprocFile */
+html[data-theme="dark"] .highlight .c1 { color: #ffd900 } /* Comment.Single */
+html[data-theme="dark"] .highlight .cs { color: #ffd900 } /* Comment.Special */
+html[data-theme="dark"] .highlight .gd { color: #00e0e0 } /* Generic.Deleted */
+html[data-theme="dark"] .highlight .ge { font-style: italic } /* Generic.Emph */
+html[data-theme="dark"] .highlight .gh { color: #00e0e0 } /* Generic.Heading */
+html[data-theme="dark"] .highlight .gs { font-weight: bold } /* Generic.Strong */
+html[data-theme="dark"] .highlight .gu { color: #00e0e0 } /* Generic.Subheading */
+html[data-theme="dark"] .highlight .kc { color: #dcc6e0 } /* Keyword.Constant */
+html[data-theme="dark"] .highlight .kd { color: #dcc6e0 } /* Keyword.Declaration */
+html[data-theme="dark"] .highlight .kn { color: #dcc6e0 } /* Keyword.Namespace */
+html[data-theme="dark"] .highlight .kp { color: #dcc6e0 } /* Keyword.Pseudo */
+html[data-theme="dark"] .highlight .kr { color: #dcc6e0 } /* Keyword.Reserved */
+html[data-theme="dark"] .highlight .kt { color: #ffd900 } /* Keyword.Type */
+html[data-theme="dark"] .highlight .ld { color: #ffd900 } /* Literal.Date */
+html[data-theme="dark"] .highlight .m { color: #ffd900 } /* Literal.Number */
+html[data-theme="dark"] .highlight .s { color: #abe338 } /* Literal.String */
+html[data-theme="dark"] .highlight .na { color: #ffd900 } /* Name.Attribute */
+html[data-theme="dark"] .highlight .nb { color: #ffd900 } /* Name.Builtin */
+html[data-theme="dark"] .highlight .nc { color: #00e0e0 } /* Name.Class */
+html[data-theme="dark"] .highlight .no { color: #00e0e0 } /* Name.Constant */
+html[data-theme="dark"] .highlight .nd { color: #ffd900 } /* Name.Decorator */
+html[data-theme="dark"] .highlight .ni { color: #abe338 } /* Name.Entity */
+html[data-theme="dark"] .highlight .ne { color: #dcc6e0 } /* Name.Exception */
+html[data-theme="dark"] .highlight .nf { color: #00e0e0 } /* Name.Function */
+html[data-theme="dark"] .highlight .nl { color: #ffd900 } /* Name.Label */
+html[data-theme="dark"] .highlight .nn { color: #f8f8f2 } /* Name.Namespace */
+html[data-theme="dark"] .highlight .nx { color: #f8f8f2 } /* Name.Other */
+html[data-theme="dark"] .highlight .py { color: #00e0e0 } /* Name.Property */
+html[data-theme="dark"] .highlight .nt { color: #00e0e0 } /* Name.Tag */
+html[data-theme="dark"] .highlight .nv { color: #ffa07a } /* Name.Variable */
+html[data-theme="dark"] .highlight .ow { color: #dcc6e0 } /* Operator.Word */
+html[data-theme="dark"] .highlight .pm { color: #f8f8f2 } /* Punctuation.Marker */
+html[data-theme="dark"] .highlight .w { color: #f8f8f2 } /* Text.Whitespace */
+html[data-theme="dark"] .highlight .mb { color: #ffd900 } /* Literal.Number.Bin */
+html[data-theme="dark"] .highlight .mf { color: #ffd900 } /* Literal.Number.Float */
+html[data-theme="dark"] .highlight .mh { color: #ffd900 } /* Literal.Number.Hex */
+html[data-theme="dark"] .highlight .mi { color: #ffd900 } /* Literal.Number.Integer */
+html[data-theme="dark"] .highlight .mo { color: #ffd900 } /* Literal.Number.Oct */
+html[data-theme="dark"] .highlight .sa { color: #abe338 } /* Literal.String.Affix */
+html[data-theme="dark"] .highlight .sb { color: #abe338 } /* Literal.String.Backtick */
+html[data-theme="dark"] .highlight .sc { color: #abe338 } /* Literal.String.Char */
+html[data-theme="dark"] .highlight .dl { color: #abe338 } /* Literal.String.Delimiter */
+html[data-theme="dark"] .highlight .sd { color: #abe338 } /* Literal.String.Doc */
+html[data-theme="dark"] .highlight .s2 { color: #abe338 } /* Literal.String.Double */
+html[data-theme="dark"] .highlight .se { color: #abe338 } /* Literal.String.Escape */
+html[data-theme="dark"] .highlight .sh { color: #abe338 } /* Literal.String.Heredoc */
+html[data-theme="dark"] .highlight .si { color: #abe338 } /* Literal.String.Interpol */
+html[data-theme="dark"] .highlight .sx { color: #abe338 } /* Literal.String.Other */
+html[data-theme="dark"] .highlight .sr { color: #ffa07a } /* Literal.String.Regex */
+html[data-theme="dark"] .highlight .s1 { color: #abe338 } /* Literal.String.Single */
+html[data-theme="dark"] .highlight .ss { color: #00e0e0 } /* Literal.String.Symbol */
+html[data-theme="dark"] .highlight .bp { color: #ffd900 } /* Name.Builtin.Pseudo */
+html[data-theme="dark"] .highlight .fm { color: #00e0e0 } /* Name.Function.Magic */
+html[data-theme="dark"] .highlight .vc { color: #ffa07a } /* Name.Variable.Class */
+html[data-theme="dark"] .highlight .vg { color: #ffa07a } /* Name.Variable.Global */
+html[data-theme="dark"] .highlight .vi { color: #ffa07a } /* Name.Variable.Instance */
+html[data-theme="dark"] .highlight .vm { color: #ffd900 } /* Name.Variable.Magic */
+html[data-theme="dark"] .highlight .il { color: #ffd900 } /* Literal.Number.Integer.Long */
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diff --git a/_static/sbt-webpack-macros.html b/_static/sbt-webpack-macros.html
new file mode 100644
index 00000000..6cbf559f
--- /dev/null
+++ b/_static/sbt-webpack-macros.html
@@ -0,0 +1,11 @@
+<!--
+  All these macros are auto-generated and must **NOT** be edited by hand.
+  See the webpack.config.js file, to learn more about how this is generated.
+-->
+{% macro head_pre_bootstrap() %}
+  <link href="{{ pathto('_static/styles/sphinx-book-theme.css', 1) }}" rel="stylesheet">
+{% endmacro %}
+
+{% macro body_post() %}
+  <script src="{{ pathto('_static/scripts/sphinx-book-theme.js', 1) }}"></script>
+{% endmacro %}
diff --git a/_static/scripts/bootstrap.js b/_static/scripts/bootstrap.js
new file mode 100644
index 00000000..4e209b0e
--- /dev/null
+++ b/_static/scripts/bootstrap.js
@@ -0,0 +1,3 @@
+/*! For license information please see bootstrap.js.LICENSE.txt */
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this._getItems().indexOf(t)}_setActiveIndicatorElement(t){if(!this._indicatorsElement)return;const e=we.findOne(ti,this._indicatorsElement);e.classList.remove(Ze),e.removeAttribute("aria-current");const i=we.findOne(`[data-bs-slide-to="${t}"]`,this._indicatorsElement);i&&(i.classList.add(Ze),i.setAttribute("aria-current","true"))}_updateInterval(){const t=this._activeElement||this._getActive();if(!t)return;const e=Number.parseInt(t.getAttribute("data-bs-interval"),10);this._config.interval=e||this._config.defaultInterval}_slide(t,e=null){if(this._isSliding)return;const i=this._getActive(),n=t===Be,s=e||Gt(this._getItems(),i,n,this._config.wrap);if(s===i)return;const o=this._getItemIndex(s),r=e=>fe.trigger(this._element,e,{relatedTarget:s,direction:this._orderToDirection(t),from:this._getItemIndex(i),to:o});if(r(qe).defaultPrevented)return;if(!i||!s)return;const a=Boolean(this._interval);this.pause(),this._isSliding=!0,this._setActiveIndicatorElement(o),this._activeElement=s;const l=n?"carousel-item-start":"carousel-item-end",c=n?"carousel-item-next":"carousel-item-prev";s.classList.add(c),qt(s),i.classList.add(l),s.classList.add(l),this._queueCallback((()=>{s.classList.remove(l,c),s.classList.add(Ze),i.classList.remove(Ze,c,l),this._isSliding=!1,r(Ve)}),i,this._isAnimated()),a&&this.cycle()}_isAnimated(){return this._element.classList.contains("slide")}_getActive(){return we.findOne(ii,this._element)}_getItems(){return we.find(ei,this._element)}_clearInterval(){this._interval&&(clearInterval(this._interval),this._interval=null)}_directionToOrder(t){return Kt()?t===ze?We:Be:t===ze?Be:We}_orderToDirection(t){return Kt()?t===We?ze:Re:t===We?Re:ze}static jQueryInterface(t){return this.each((function(){const e=ri.getOrCreateInstance(this,t);if("number"!=typeof t){if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}else e.to(t)}))}}fe.on(document,Ge,"[data-bs-slide], [data-bs-slide-to]",(function(t){const e=we.getElementFromSelector(this);if(!e||!e.classList.contains(Je))return;t.preventDefault();const i=ri.getOrCreateInstance(e),n=this.getAttribute("data-bs-slide-to");return n?(i.to(n),void i._maybeEnableCycle()):"next"===_e.getDataAttribute(this,"slide")?(i.next(),void i._maybeEnableCycle()):(i.prev(),void i._maybeEnableCycle())})),fe.on(window,Ue,(()=>{const t=we.find('[data-bs-ride="carousel"]');for(const e of t)ri.getOrCreateInstance(e)})),Qt(ri);const ai=".bs.collapse",li=`show${ai}`,ci=`shown${ai}`,hi=`hide${ai}`,di=`hidden${ai}`,ui=`click${ai}.data-api`,fi="show",pi="collapse",mi="collapsing",gi=`:scope .${pi} .${pi}`,_i='[data-bs-toggle="collapse"]',bi={parent:null,toggle:!0},vi={parent:"(null|element)",toggle:"boolean"};class yi extends ve{constructor(t,e){super(t,e),this._isTransitioning=!1,this._triggerArray=[];const i=we.find(_i);for(const t of i){const e=we.getSelectorFromElement(t),i=we.find(e).filter((t=>t===this._element));null!==e&&i.length&&this._triggerArray.push(t)}this._initializeChildren(),this._config.parent||this._addAriaAndCollapsedClass(this._triggerArray,this._isShown()),this._config.toggle&&this.toggle()}static get Default(){return bi}static get DefaultType(){return vi}static get NAME(){return"collapse"}toggle(){this._isShown()?this.hide():this.show()}show(){if(this._isTransitioning||this._isShown())return;let t=[];if(this._config.parent&&(t=this._getFirstLevelChildren(".collapse.show, .collapse.collapsing").filter((t=>t!==this._element)).map((t=>yi.getOrCreateInstance(t,{toggle:!1})))),t.length&&t[0]._isTransitioning)return;if(fe.trigger(this._element,li).defaultPrevented)return;for(const e of t)e.hide();const e=this._getDimension();this._element.classList.remove(pi),this._element.classList.add(mi),this._element.style[e]=0,this._addAriaAndCollapsedClass(this._triggerArray,!0),this._isTransitioning=!0;const i=`scroll${e[0].toUpperCase()+e.slice(1)}`;this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi,fi),this._element.style[e]="",fe.trigger(this._element,ci)}),this._element,!0),this._element.style[e]=`${this._element[i]}px`}hide(){if(this._isTransitioning||!this._isShown())return;if(fe.trigger(this._element,hi).defaultPrevented)return;const t=this._getDimension();this._element.style[t]=`${this._element.getBoundingClientRect()[t]}px`,qt(this._element),this._element.classList.add(mi),this._element.classList.remove(pi,fi);for(const t of this._triggerArray){const e=we.getElementFromSelector(t);e&&!this._isShown(e)&&this._addAriaAndCollapsedClass([t],!1)}this._isTransitioning=!0,this._element.style[t]="",this._queueCallback((()=>{this._isTransitioning=!1,this._element.classList.remove(mi),this._element.classList.add(pi),fe.trigger(this._element,di)}),this._element,!0)}_isShown(t=this._element){return t.classList.contains(fi)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ht(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(_i);for(const e of t){const t=we.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=we.find(gi,this._config.parent);return we.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=yi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t]()}}))}}fe.on(document,ui,_i,(function(t){("A"===t.target.tagName||t.delegateTarget&&"A"===t.delegateTarget.tagName)&&t.preventDefault();for(const t of we.getMultipleElementsFromSelector(this))yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(yi);const wi="dropdown",Ei=".bs.dropdown",Ai=".data-api",Ti="ArrowUp",Ci="ArrowDown",Oi=`hide${Ei}`,xi=`hidden${Ei}`,ki=`show${Ei}`,Li=`shown${Ei}`,Si=`click${Ei}${Ai}`,Di=`keydown${Ei}${Ai}`,$i=`keyup${Ei}${Ai}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,Mi=".dropdown-menu",ji=Kt()?"top-end":"top-start",Fi=Kt()?"top-start":"top-end",Hi=Kt()?"bottom-end":"bottom-start",Bi=Kt()?"bottom-start":"bottom-end",Wi=Kt()?"left-start":"right-start",zi=Kt()?"right-start":"left-start",Ri={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},qi={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ve{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=we.next(this._element,Mi)[0]||we.prev(this._element,Mi)[0]||we.findOne(Mi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return Ri}static get DefaultType(){return qi}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Wt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!fe.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),fe.trigger(this._element,Li,t)}}hide(){if(Wt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!fe.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),_e.removeDataAttribute(this._menu,"popper"),fe.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Ft(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Ft(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Ii)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Wi;if(t.classList.contains("dropstart"))return zi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Fi:ji:e?Bi:Hi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(_e.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Xt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=we.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Bt(t)));i.length&&Gt(i,e,t===Ci,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=we.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ti,Ci].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:we.prev(this,Ni)[0]||we.next(this,Ni)[0]||we.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}fe.on(document,Di,Ni,Vi.dataApiKeydownHandler),fe.on(document,Di,Mi,Vi.dataApiKeydownHandler),fe.on(document,Si,Vi.clearMenus),fe.on(document,$i,Vi.clearMenus),fe.on(document,Si,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Qt(Vi);const Yi="backdrop",Ki="show",Qi=`mousedown.bs.${Yi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Ui={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Gi extends be{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Ui}static get NAME(){return Yi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ki),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(fe.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),fe.on(t,Qi,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Ut(t,this._getElement(),this._config.isAnimated)}}const Ji=".bs.focustrap",Zi=`focusin${Ji}`,tn=`keydown.tab${Ji}`,en="backward",nn={autofocus:!0,trapElement:null},sn={autofocus:"boolean",trapElement:"element"};class on extends be{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return nn}static get DefaultType(){return sn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),fe.off(document,Ji),fe.on(document,Zi,(t=>this._handleFocusin(t))),fe.on(document,tn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,fe.off(document,Ji))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=we.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===en?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?en:"forward")}}const rn=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",an=".sticky-top",ln="padding-right",cn="margin-right";class hn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,ln,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e+t)),this._setElementAttributes(an,cn,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,ln),this._resetElementAttributes(rn,ln),this._resetElementAttributes(an,cn)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&_e.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=_e.getDataAttribute(t,e);null!==i?(_e.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Ft(t))e(t);else for(const i of we.find(t,this._element))e(i)}}const dn=".bs.modal",un=`hide${dn}`,fn=`hidePrevented${dn}`,pn=`hidden${dn}`,mn=`show${dn}`,gn=`shown${dn}`,_n=`resize${dn}`,bn=`click.dismiss${dn}`,vn=`mousedown.dismiss${dn}`,yn=`keydown.dismiss${dn}`,wn=`click${dn}.data-api`,En="modal-open",An="show",Tn="modal-static",Cn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ve{constructor(t,e){super(t,e),this._dialog=we.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new hn,this._addEventListeners()}static get Default(){return Cn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||fe.trigger(this._element,mn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(En),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(fe.trigger(this._element,un).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){fe.off(window,dn),fe.off(this._dialog,dn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Gi({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new on({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=we.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,fe.trigger(this._element,gn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){fe.on(this._element,yn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),fe.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),fe.on(this._element,vn,(t=>{fe.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(En),this._resetAdjustments(),this._scrollBar.reset(),fe.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(fe.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Tn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Tn),this._queueCallback((()=>{this._element.classList.remove(Tn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}fe.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=we.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),fe.one(e,mn,(t=>{t.defaultPrevented||fe.one(e,pn,(()=>{Bt(this)&&this.focus()}))}));const i=we.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),Ee(xn),Qt(xn);const kn=".bs.offcanvas",Ln=".data-api",Sn=`load${kn}${Ln}`,Dn="show",$n="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,Mn=`shown${kn}`,jn=`hide${kn}`,Fn=`hidePrevented${kn}`,Hn=`hidden${kn}`,Bn=`resize${kn}`,Wn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,Rn={backdrop:!0,keyboard:!0,scroll:!1},qn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ve{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return Rn}static get DefaultType(){return qn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||fe.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new hn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add($n),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Dn),this._element.classList.remove($n),fe.trigger(this._element,Mn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(fe.trigger(this._element,jn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Dn,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new hn).reset(),fe.trigger(this._element,Hn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Gi({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():fe.trigger(this._element,Fn)}:null})}_initializeFocusTrap(){return new on({trapElement:this._element})}_addEventListeners(){fe.on(this._element,zn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():fe.trigger(this._element,Fn))}))}static jQueryInterface(t){return this.each((function(){const e=Vn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}fe.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=we.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this))return;fe.one(e,Hn,(()=>{Bt(this)&&this.focus()}));const i=we.findOne(Nn);i&&i!==e&&Vn.getInstance(i).hide(),Vn.getOrCreateInstance(e).toggle(this)})),fe.on(window,Sn,(()=>{for(const t of we.find(Nn))Vn.getOrCreateInstance(t).show()})),fe.on(window,Bn,(()=>{for(const t of we.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Vn.getOrCreateInstance(t).hide()})),Ee(Vn),Qt(Vn);const Yn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Un={allowList:Yn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"<div></div>"},Gn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Jn={entry:"(string|element|function|null)",selector:"(string|element)"};class Zn extends be{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Un}static get DefaultType(){return Gn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Jn)}_setContent(t,e,i){const n=we.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Ft(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Xt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const ts=new Set(["sanitize","allowList","sanitizeFn"]),es="fade",is="show",ns=".modal",ss="hide.bs.modal",os="hover",rs="focus",as={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},ls={allowList:Yn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'<div class="tooltip" role="tooltip"><div class="tooltip-arrow"></div><div class="tooltip-inner"></div></div>',title:"",trigger:"hover focus"},cs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class hs extends ve{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return ls}static get DefaultType(){return cs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),fe.off(this._element.closest(ns),ss,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=fe.trigger(this._element,this.constructor.eventName("show")),e=(zt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),fe.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.on(t,"mouseover",Rt);this._queueCallback((()=>{fe.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!fe.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(is),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))fe.off(t,"mouseover",Rt);this._activeTrigger.click=!1,this._activeTrigger[rs]=!1,this._activeTrigger[os]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),fe.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(es,is),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(es),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Zn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(es)}_isShown(){return this.tip&&this.tip.classList.contains(is)}_createPopper(t){const e=Xt(this._config.placement,[this,t,this._element]),i=as[e.toUpperCase()];return Dt(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Xt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Xt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)fe.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===os?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===os?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");fe.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?rs:os]=!0,e._enter()})),fe.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?rs:os]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},fe.on(this._element.closest(ns),ss,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=_e.getDataAttributes(this._element);for(const t of Object.keys(e))ts.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ht(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=hs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(hs);const ds={...hs.Default,content:"",offset:[0,8],placement:"right",template:'<div class="popover" role="tooltip"><div class="popover-arrow"></div><h3 class="popover-header"></h3><div class="popover-body"></div></div>',trigger:"click"},us={...hs.DefaultType,content:"(null|string|element|function)"};class fs extends hs{static get Default(){return ds}static get DefaultType(){return us}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=fs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Qt(fs);const ps=".bs.scrollspy",ms=`activate${ps}`,gs=`click${ps}`,_s=`load${ps}.data-api`,bs="active",vs="[href]",ys=".nav-link",ws=`${ys}, .nav-item > ${ys}, .list-group-item`,Es={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},As={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class Ts extends ve{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return Es}static get DefaultType(){return As}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ht(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(fe.off(this._config.target,gs),fe.on(this._config.target,gs,vs,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=we.find(vs,this._config.target);for(const e of t){if(!e.hash||Wt(e))continue;const t=we.findOne(decodeURI(e.hash),this._element);Bt(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(bs),this._activateParents(t),fe.trigger(this._element,ms,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))we.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(bs);else for(const e of we.parents(t,".nav, .list-group"))for(const t of we.prev(e,ws))t.classList.add(bs)}_clearActiveClass(t){t.classList.remove(bs);const e=we.find(`${vs}.${bs}`,t);for(const t of e)t.classList.remove(bs)}static jQueryInterface(t){return this.each((function(){const e=Ts.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(window,_s,(()=>{for(const t of we.find('[data-bs-spy="scroll"]'))Ts.getOrCreateInstance(t)})),Qt(Ts);const Cs=".bs.tab",Os=`hide${Cs}`,xs=`hidden${Cs}`,ks=`show${Cs}`,Ls=`shown${Cs}`,Ss=`click${Cs}`,Ds=`keydown${Cs}`,$s=`load${Cs}`,Is="ArrowLeft",Ns="ArrowRight",Ps="ArrowUp",Ms="ArrowDown",js="Home",Fs="End",Hs="active",Bs="fade",Ws="show",zs=".dropdown-toggle",Rs=`:not(${zs})`,qs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',Vs=`.nav-link${Rs}, .list-group-item${Rs}, [role="tab"]${Rs}, ${qs}`,Ys=`.${Hs}[data-bs-toggle="tab"], .${Hs}[data-bs-toggle="pill"], .${Hs}[data-bs-toggle="list"]`;class Ks extends ve{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),fe.on(this._element,Ds,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?fe.trigger(e,Os,{relatedTarget:t}):null;fe.trigger(t,ks,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),fe.trigger(t,Ls,{relatedTarget:e})):t.classList.add(Ws)}),t,t.classList.contains(Bs)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(we.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),fe.trigger(t,xs,{relatedTarget:e})):t.classList.remove(Ws)}),t,t.classList.contains(Bs)))}_keydown(t){if(![Is,Ns,Ps,Ms,js,Fs].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!Wt(t)));let i;if([js,Fs].includes(t.key))i=e[t.key===js?0:e.length-1];else{const n=[Ns,Ms].includes(t.key);i=Gt(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Ks.getOrCreateInstance(i).show())}_getChildren(){return we.find(Vs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=we.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=we.findOne(t,i);s&&s.classList.toggle(n,e)};n(zs,Hs),n(".dropdown-menu",Ws),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Hs)}_getInnerElement(t){return t.matches(Vs)?t:we.findOne(Vs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Ks.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}fe.on(document,Ss,qs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Wt(this)||Ks.getOrCreateInstance(this).show()})),fe.on(window,$s,(()=>{for(const t of we.find(Ys))Ks.getOrCreateInstance(t)})),Qt(Ks);const Qs=".bs.toast",Xs=`mouseover${Qs}`,Us=`mouseout${Qs}`,Gs=`focusin${Qs}`,Js=`focusout${Qs}`,Zs=`hide${Qs}`,to=`hidden${Qs}`,eo=`show${Qs}`,io=`shown${Qs}`,no="hide",so="show",oo="showing",ro={animation:"boolean",autohide:"boolean",delay:"number"},ao={animation:!0,autohide:!0,delay:5e3};class lo extends ve{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return ao}static get DefaultType(){return ro}static get NAME(){return"toast"}show(){fe.trigger(this._element,eo).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(no),qt(this._element),this._element.classList.add(so,oo),this._queueCallback((()=>{this._element.classList.remove(oo),fe.trigger(this._element,io),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(fe.trigger(this._element,Zs).defaultPrevented||(this._element.classList.add(oo),this._queueCallback((()=>{this._element.classList.add(no),this._element.classList.remove(oo,so),fe.trigger(this._element,to)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(so),super.dispose()}isShown(){return 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"${t}"`);e[t](this)}}))}}function co(t){"loading"!=document.readyState?t():document.addEventListener("DOMContentLoaded",t)}Ee(lo),Qt(lo),co((function(){[].slice.call(document.querySelectorAll('[data-bs-toggle="tooltip"]')).map((function(t){return new hs(t,{delay:{show:500,hide:100}})}))})),co((function(){document.getElementById("pst-back-to-top").addEventListener("click",(function(){document.body.scrollTop=0,document.documentElement.scrollTop=0}))})),co((function(){var t=document.getElementById("pst-back-to-top"),e=document.getElementsByClassName("bd-header")[0].getBoundingClientRect();window.addEventListener("scroll",(function(){this.oldScroll>this.scrollY&&this.scrollY>e.bottom?t.style.display="block":t.style.display="none",this.oldScroll=this.scrollY}))})),window.bootstrap=i})();
+//# sourceMappingURL=bootstrap.js.map
\ No newline at end of file
diff --git a/_static/scripts/bootstrap.js.LICENSE.txt b/_static/scripts/bootstrap.js.LICENSE.txt
new file mode 100644
index 00000000..10f979d0
--- /dev/null
+++ b/_static/scripts/bootstrap.js.LICENSE.txt
@@ -0,0 +1,5 @@
+/*!
+  * Bootstrap v5.3.2 (https://getbootstrap.com/)
+  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
+  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+  */
diff --git a/_static/scripts/bootstrap.js.map b/_static/scripts/bootstrap.js.map
new file mode 100644
index 00000000..64e212b1
--- /dev/null
+++ b/_static/scripts/bootstrap.js.map
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(element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n  if (node == null) {\n    return window;\n  }\n\n  if (node.toString() !== '[object Window]') {\n    var ownerDocument = node.ownerDocument;\n    return ownerDocument ? ownerDocument.defaultView || window : window;\n  }\n\n  return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n  var OwnElement = getWindow(node).Element;\n  return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n  var OwnElement = getWindow(node).HTMLElement;\n  return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n  // IE 11 has no ShadowRoot\n  if (typeof ShadowRoot === 'undefined') {\n    return false;\n  }\n\n  var OwnElement = getWindow(node).ShadowRoot;\n  return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n  var state = _ref.state;\n  Object.keys(state.elements).forEach(function (name) {\n    var style = state.styles[name] || {};\n    var attributes = state.attributes[name] || {};\n    var element = state.elements[name]; // arrow is optional + virtual elements\n\n    if (!isHTMLElement(element) || !getNodeName(element)) {\n      return;\n    } // Flow doesn't support to extend this property, but it's the most\n    // effective way to apply styles to an HTMLElement\n    // $FlowFixMe[cannot-write]\n\n\n    Object.assign(element.style, style);\n    Object.keys(attributes).forEach(function (name) {\n      var value = attributes[name];\n\n      if (value === false) {\n        element.removeAttribute(name);\n      } else {\n        element.setAttribute(name, value === true ? '' : value);\n      }\n    });\n  });\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state;\n  var initialStyles = {\n    popper: {\n      position: state.options.strategy,\n      left: '0',\n      top: '0',\n      margin: '0'\n    },\n    arrow: {\n      position: 'absolute'\n    },\n    reference: {}\n  };\n  Object.assign(state.elements.popper.style, initialStyles.popper);\n  state.styles = initialStyles;\n\n  if (state.elements.arrow) {\n    Object.assign(state.elements.arrow.style, initialStyles.arrow);\n  }\n\n  return function () {\n    Object.keys(state.elements).forEach(function (name) {\n      var element = state.elements[name];\n      var attributes = state.attributes[name] || {};\n      var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n      var style = styleProperties.reduce(function (style, property) {\n        style[property] = '';\n        return style;\n      }, {}); // arrow is optional + virtual elements\n\n      if (!isHTMLElement(element) || !getNodeName(element)) {\n        return;\n      }\n\n      Object.assign(element.style, style);\n      Object.keys(attributes).forEach(function (attribute) {\n        element.removeAttribute(attribute);\n      });\n    });\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'applyStyles',\n  enabled: true,\n  phase: 'write',\n  fn: applyStyles,\n  effect: effect,\n  requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n  return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n  var uaData = navigator.userAgentData;\n\n  if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n    return uaData.brands.map(function (item) {\n      return item.brand + \"/\" + item.version;\n    }).join(' ');\n  }\n\n  return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n  return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n  if (includeScale === void 0) {\n    includeScale = false;\n  }\n\n  if (isFixedStrategy === void 0) {\n    isFixedStrategy = false;\n  }\n\n  var clientRect = element.getBoundingClientRect();\n  var scaleX = 1;\n  var scaleY = 1;\n\n  if (includeScale && isHTMLElement(element)) {\n    scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n    scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n  }\n\n  var _ref = isElement(element) ? getWindow(element) : window,\n      visualViewport = _ref.visualViewport;\n\n  var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n  var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n  var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n  var width = clientRect.width / scaleX;\n  var height = clientRect.height / scaleY;\n  return {\n    width: width,\n    height: height,\n    top: y,\n    right: x + width,\n    bottom: y + height,\n    left: x,\n    x: x,\n    y: y\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n  var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n  // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n  var width = element.offsetWidth;\n  var height = element.offsetHeight;\n\n  if (Math.abs(clientRect.width - width) <= 1) {\n    width = clientRect.width;\n  }\n\n  if (Math.abs(clientRect.height - height) <= 1) {\n    height = clientRect.height;\n  }\n\n  return {\n    x: element.offsetLeft,\n    y: element.offsetTop,\n    width: width,\n    height: height\n  };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n  var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n  if (parent.contains(child)) {\n    return true;\n  } // then fallback to custom implementation with Shadow DOM support\n  else if (rootNode && isShadowRoot(rootNode)) {\n      var next = child;\n\n      do {\n        if (next && parent.isSameNode(next)) {\n          return true;\n        } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n        next = next.parentNode || next.host;\n      } while (next);\n    } // Give up, the result is false\n\n\n  return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n  return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n  return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n  // $FlowFixMe[incompatible-return]: assume body is always available\n  return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n  element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n  if (getNodeName(element) === 'html') {\n    return element;\n  }\n\n  return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n    // $FlowFixMe[incompatible-return]\n    // $FlowFixMe[prop-missing]\n    element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n    element.parentNode || ( // DOM Element detected\n    isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n    // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n    getDocumentElement(element) // fallback\n\n  );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n  if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n  getComputedStyle(element).position === 'fixed') {\n    return null;\n  }\n\n  return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n  var isFirefox = /firefox/i.test(getUAString());\n  var isIE = /Trident/i.test(getUAString());\n\n  if (isIE && isHTMLElement(element)) {\n    // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n    var elementCss = getComputedStyle(element);\n\n    if (elementCss.position === 'fixed') {\n      return null;\n    }\n  }\n\n  var currentNode = getParentNode(element);\n\n  if (isShadowRoot(currentNode)) {\n    currentNode = currentNode.host;\n  }\n\n  while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n    var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n    // create a containing block.\n    // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n    if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n      return currentNode;\n    } else {\n      currentNode = currentNode.parentNode;\n    }\n  }\n\n  return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n  var window = getWindow(element);\n  var offsetParent = getTrueOffsetParent(element);\n\n  while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n    offsetParent = getTrueOffsetParent(offsetParent);\n  }\n\n  if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n    return window;\n  }\n\n  return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n  return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n  return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n  var v = within(min, value, max);\n  return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n  return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n  return {\n    top: 0,\n    right: 0,\n    bottom: 0,\n    left: 0\n  };\n}","export default function expandToHashMap(value, keys) {\n  return keys.reduce(function (hashMap, key) {\n    hashMap[key] = value;\n    return hashMap;\n  }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n  padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : padding;\n  return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n  var _state$modifiersData$;\n\n  var state = _ref.state,\n      name = _ref.name,\n      options = _ref.options;\n  var arrowElement = state.elements.arrow;\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var basePlacement = getBasePlacement(state.placement);\n  var axis = getMainAxisFromPlacement(basePlacement);\n  var isVertical = [left, right].indexOf(basePlacement) >= 0;\n  var len = isVertical ? 'height' : 'width';\n\n  if (!arrowElement || !popperOffsets) {\n    return;\n  }\n\n  var paddingObject = toPaddingObject(options.padding, state);\n  var arrowRect = getLayoutRect(arrowElement);\n  var minProp = axis === 'y' ? top : left;\n  var maxProp = axis === 'y' ? bottom : right;\n  var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n  var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n  var arrowOffsetParent = getOffsetParent(arrowElement);\n  var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n  var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n  // outside of the popper bounds\n\n  var min = paddingObject[minProp];\n  var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n  var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n  var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n  var axisProp = axis;\n  state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options;\n  var _options$element = options.element,\n      arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n  if (arrowElement == null) {\n    return;\n  } // CSS selector\n\n\n  if (typeof arrowElement === 'string') {\n    arrowElement = state.elements.popper.querySelector(arrowElement);\n\n    if (!arrowElement) {\n      return;\n    }\n  }\n\n  if (!contains(state.elements.popper, arrowElement)) {\n    return;\n  }\n\n  state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'arrow',\n  enabled: true,\n  phase: 'main',\n  fn: arrow,\n  effect: effect,\n  requires: ['popperOffsets'],\n  requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n  return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n  top: 'auto',\n  right: 'auto',\n  bottom: 'auto',\n  left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n  var x = _ref.x,\n      y = _ref.y;\n  var dpr = win.devicePixelRatio || 1;\n  return {\n    x: round(x * dpr) / dpr || 0,\n    y: round(y * dpr) / dpr || 0\n  };\n}\n\nexport function mapToStyles(_ref2) {\n  var _Object$assign2;\n\n  var popper = _ref2.popper,\n      popperRect = _ref2.popperRect,\n      placement = _ref2.placement,\n      variation = _ref2.variation,\n      offsets = _ref2.offsets,\n      position = _ref2.position,\n      gpuAcceleration = _ref2.gpuAcceleration,\n      adaptive = _ref2.adaptive,\n      roundOffsets = _ref2.roundOffsets,\n      isFixed = _ref2.isFixed;\n  var _offsets$x = offsets.x,\n      x = _offsets$x === void 0 ? 0 : _offsets$x,\n      _offsets$y = offsets.y,\n      y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n  var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n    x: x,\n    y: y\n  }) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref3.x;\n  y = _ref3.y;\n  var hasX = offsets.hasOwnProperty('x');\n  var hasY = offsets.hasOwnProperty('y');\n  var sideX = left;\n  var sideY = top;\n  var win = window;\n\n  if (adaptive) {\n    var offsetParent = getOffsetParent(popper);\n    var heightProp = 'clientHeight';\n    var widthProp = 'clientWidth';\n\n    if (offsetParent === getWindow(popper)) {\n      offsetParent = getDocumentElement(popper);\n\n      if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n        heightProp = 'scrollHeight';\n        widthProp = 'scrollWidth';\n      }\n    } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n    offsetParent = offsetParent;\n\n    if (placement === top || (placement === left || placement === right) && variation === end) {\n      sideY = bottom;\n      var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n      offsetParent[heightProp];\n      y -= offsetY - popperRect.height;\n      y *= gpuAcceleration ? 1 : -1;\n    }\n\n    if (placement === left || (placement === top || placement === bottom) && variation === end) {\n      sideX = right;\n      var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n      offsetParent[widthProp];\n      x -= offsetX - popperRect.width;\n      x *= gpuAcceleration ? 1 : -1;\n    }\n  }\n\n  var commonStyles = Object.assign({\n    position: position\n  }, adaptive && unsetSides);\n\n  var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n    x: x,\n    y: y\n  }, getWindow(popper)) : {\n    x: x,\n    y: y\n  };\n\n  x = _ref4.x;\n  y = _ref4.y;\n\n  if (gpuAcceleration) {\n    var _Object$assign;\n\n    return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n  }\n\n  return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n  var state = _ref5.state,\n      options = _ref5.options;\n  var _options$gpuAccelerat = options.gpuAcceleration,\n      gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n      _options$adaptive = options.adaptive,\n      adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n      _options$roundOffsets = options.roundOffsets,\n      roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n  var commonStyles = {\n    placement: getBasePlacement(state.placement),\n    variation: getVariation(state.placement),\n    popper: state.elements.popper,\n    popperRect: state.rects.popper,\n    gpuAcceleration: gpuAcceleration,\n    isFixed: state.options.strategy === 'fixed'\n  };\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.popperOffsets,\n      position: state.options.strategy,\n      adaptive: adaptive,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  if (state.modifiersData.arrow != null) {\n    state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n      offsets: state.modifiersData.arrow,\n      position: 'absolute',\n      adaptive: false,\n      roundOffsets: roundOffsets\n    })));\n  }\n\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-placement': state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'computeStyles',\n  enabled: true,\n  phase: 'beforeWrite',\n  fn: computeStyles,\n  data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n  passive: true\n};\n\nfunction effect(_ref) {\n  var state = _ref.state,\n      instance = _ref.instance,\n      options = _ref.options;\n  var _options$scroll = options.scroll,\n      scroll = _options$scroll === void 0 ? true : _options$scroll,\n      _options$resize = options.resize,\n      resize = _options$resize === void 0 ? true : _options$resize;\n  var window = getWindow(state.elements.popper);\n  var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n  if (scroll) {\n    scrollParents.forEach(function (scrollParent) {\n      scrollParent.addEventListener('scroll', instance.update, passive);\n    });\n  }\n\n  if (resize) {\n    window.addEventListener('resize', instance.update, passive);\n  }\n\n  return function () {\n    if (scroll) {\n      scrollParents.forEach(function (scrollParent) {\n        scrollParent.removeEventListener('scroll', instance.update, passive);\n      });\n    }\n\n    if (resize) {\n      window.removeEventListener('resize', instance.update, passive);\n    }\n  };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'eventListeners',\n  enabled: true,\n  phase: 'write',\n  fn: function fn() {},\n  effect: effect,\n  data: {}\n};","var hash = {\n  left: 'right',\n  right: 'left',\n  bottom: 'top',\n  top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n  return placement.replace(/left|right|bottom|top/g, function (matched) {\n    return hash[matched];\n  });\n}","var hash = {\n  start: 'end',\n  end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n  return placement.replace(/start|end/g, function (matched) {\n    return hash[matched];\n  });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n  var win = getWindow(node);\n  var scrollLeft = win.pageXOffset;\n  var scrollTop = win.pageYOffset;\n  return {\n    scrollLeft: scrollLeft,\n    scrollTop: scrollTop\n  };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n  // If <html> has a CSS width greater than the viewport, then this will be\n  // incorrect for RTL.\n  // Popper 1 is broken in this case and never had a bug report so let's assume\n  // it's not an issue. I don't think anyone ever specifies width on <html>\n  // anyway.\n  // Browsers where the left scrollbar doesn't cause an issue report `0` for\n  // this (e.g. Edge 2019, IE11, Safari)\n  return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n  // Firefox wants us to check `-x` and `-y` variations as well\n  var _getComputedStyle = getComputedStyle(element),\n      overflow = _getComputedStyle.overflow,\n      overflowX = _getComputedStyle.overflowX,\n      overflowY = _getComputedStyle.overflowY;\n\n  return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n  if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n    // $FlowFixMe[incompatible-return]: assume body is always available\n    return node.ownerDocument.body;\n  }\n\n  if (isHTMLElement(node) && isScrollParent(node)) {\n    return node;\n  }\n\n  return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n  var _element$ownerDocumen;\n\n  if (list === void 0) {\n    list = [];\n  }\n\n  var scrollParent = getScrollParent(element);\n  var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n  var win = getWindow(scrollParent);\n  var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n  var updatedList = list.concat(target);\n  return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n  updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n  return Object.assign({}, rect, {\n    left: rect.x,\n    top: rect.y,\n    right: rect.x + rect.width,\n    bottom: rect.y + rect.height\n  });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n  var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n  rect.top = rect.top + element.clientTop;\n  rect.left = rect.left + element.clientLeft;\n  rect.bottom = rect.top + element.clientHeight;\n  rect.right = rect.left + element.clientWidth;\n  rect.width = element.clientWidth;\n  rect.height = element.clientHeight;\n  rect.x = rect.left;\n  rect.y = rect.top;\n  return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n  return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n  var clippingParents = listScrollParents(getParentNode(element));\n  var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n  var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n  if (!isElement(clipperElement)) {\n    return [];\n  } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n  return clippingParents.filter(function (clippingParent) {\n    return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n  });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n  var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n  var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n  var firstClippingParent = clippingParents[0];\n  var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n    var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n    accRect.top = max(rect.top, accRect.top);\n    accRect.right = min(rect.right, accRect.right);\n    accRect.bottom = min(rect.bottom, accRect.bottom);\n    accRect.left = max(rect.left, accRect.left);\n    return accRect;\n  }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n  clippingRect.width = clippingRect.right - clippingRect.left;\n  clippingRect.height = clippingRect.bottom - clippingRect.top;\n  clippingRect.x = clippingRect.left;\n  clippingRect.y = clippingRect.top;\n  return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n  var win = getWindow(element);\n  var html = getDocumentElement(element);\n  var visualViewport = win.visualViewport;\n  var width = html.clientWidth;\n  var height = html.clientHeight;\n  var x = 0;\n  var y = 0;\n\n  if (visualViewport) {\n    width = visualViewport.width;\n    height = visualViewport.height;\n    var layoutViewport = isLayoutViewport();\n\n    if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n      x = visualViewport.offsetLeft;\n      y = visualViewport.offsetTop;\n    }\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x + getWindowScrollBarX(element),\n    y: y\n  };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `<html>` and `<body>` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n  var _element$ownerDocumen;\n\n  var html = getDocumentElement(element);\n  var winScroll = getWindowScroll(element);\n  var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n  var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n  var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n  var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n  var y = -winScroll.scrollTop;\n\n  if (getComputedStyle(body || html).direction === 'rtl') {\n    x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n  }\n\n  return {\n    width: width,\n    height: height,\n    x: x,\n    y: y\n  };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n  var reference = _ref.reference,\n      element = _ref.element,\n      placement = _ref.placement;\n  var basePlacement = placement ? getBasePlacement(placement) : null;\n  var variation = placement ? getVariation(placement) : null;\n  var commonX = reference.x + reference.width / 2 - element.width / 2;\n  var commonY = reference.y + reference.height / 2 - element.height / 2;\n  var offsets;\n\n  switch (basePlacement) {\n    case top:\n      offsets = {\n        x: commonX,\n        y: reference.y - element.height\n      };\n      break;\n\n    case bottom:\n      offsets = {\n        x: commonX,\n        y: reference.y + reference.height\n      };\n      break;\n\n    case right:\n      offsets = {\n        x: reference.x + reference.width,\n        y: commonY\n      };\n      break;\n\n    case left:\n      offsets = {\n        x: reference.x - element.width,\n        y: commonY\n      };\n      break;\n\n    default:\n      offsets = {\n        x: reference.x,\n        y: reference.y\n      };\n  }\n\n  var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n  if (mainAxis != null) {\n    var len = mainAxis === 'y' ? 'height' : 'width';\n\n    switch (variation) {\n      case start:\n        offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n        break;\n\n      case end:\n        offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n        break;\n\n      default:\n    }\n  }\n\n  return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      _options$placement = _options.placement,\n      placement = _options$placement === void 0 ? state.placement : _options$placement,\n      _options$strategy = _options.strategy,\n      strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n      _options$boundary = _options.boundary,\n      boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n      _options$rootBoundary = _options.rootBoundary,\n      rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n      _options$elementConte = _options.elementContext,\n      elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n      _options$altBoundary = _options.altBoundary,\n      altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n      _options$padding = _options.padding,\n      padding = _options$padding === void 0 ? 0 : _options$padding;\n  var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n  var altContext = elementContext === popper ? reference : popper;\n  var popperRect = state.rects.popper;\n  var element = state.elements[altBoundary ? altContext : elementContext];\n  var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n  var referenceClientRect = getBoundingClientRect(state.elements.reference);\n  var popperOffsets = computeOffsets({\n    reference: referenceClientRect,\n    element: popperRect,\n    strategy: 'absolute',\n    placement: placement\n  });\n  var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n  var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n  // 0 or negative = within the clipping rect\n\n  var overflowOffsets = {\n    top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n    bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n    left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n    right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n  };\n  var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n  if (elementContext === popper && offsetData) {\n    var offset = offsetData[placement];\n    Object.keys(overflowOffsets).forEach(function (key) {\n      var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n      var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n      overflowOffsets[key] += offset[axis] * multiply;\n    });\n  }\n\n  return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n  if (getBasePlacement(placement) === auto) {\n    return [];\n  }\n\n  var oppositePlacement = getOppositePlacement(placement);\n  return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n\n  if (state.modifiersData[name]._skip) {\n    return;\n  }\n\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n      specifiedFallbackPlacements = options.fallbackPlacements,\n      padding = options.padding,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      _options$flipVariatio = options.flipVariations,\n      flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n      allowedAutoPlacements = options.allowedAutoPlacements;\n  var preferredPlacement = state.options.placement;\n  var basePlacement = getBasePlacement(preferredPlacement);\n  var isBasePlacement = basePlacement === preferredPlacement;\n  var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n  var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n    return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding,\n      flipVariations: flipVariations,\n      allowedAutoPlacements: allowedAutoPlacements\n    }) : placement);\n  }, []);\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var checksMap = new Map();\n  var makeFallbackChecks = true;\n  var firstFittingPlacement = placements[0];\n\n  for (var i = 0; i < placements.length; i++) {\n    var placement = placements[i];\n\n    var _basePlacement = getBasePlacement(placement);\n\n    var isStartVariation = getVariation(placement) === start;\n    var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n    var len = isVertical ? 'width' : 'height';\n    var overflow = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      altBoundary: altBoundary,\n      padding: padding\n    });\n    var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n    if (referenceRect[len] > popperRect[len]) {\n      mainVariationSide = getOppositePlacement(mainVariationSide);\n    }\n\n    var altVariationSide = getOppositePlacement(mainVariationSide);\n    var checks = [];\n\n    if (checkMainAxis) {\n      checks.push(overflow[_basePlacement] <= 0);\n    }\n\n    if (checkAltAxis) {\n      checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n    }\n\n    if (checks.every(function (check) {\n      return check;\n    })) {\n      firstFittingPlacement = placement;\n      makeFallbackChecks = false;\n      break;\n    }\n\n    checksMap.set(placement, checks);\n  }\n\n  if (makeFallbackChecks) {\n    // `2` may be desired in some cases – research later\n    var numberOfChecks = flipVariations ? 3 : 1;\n\n    var _loop = function _loop(_i) {\n      var fittingPlacement = placements.find(function (placement) {\n        var checks = checksMap.get(placement);\n\n        if (checks) {\n          return checks.slice(0, _i).every(function (check) {\n            return check;\n          });\n        }\n      });\n\n      if (fittingPlacement) {\n        firstFittingPlacement = fittingPlacement;\n        return \"break\";\n      }\n    };\n\n    for (var _i = numberOfChecks; _i > 0; _i--) {\n      var _ret = _loop(_i);\n\n      if (_ret === \"break\") break;\n    }\n  }\n\n  if (state.placement !== firstFittingPlacement) {\n    state.modifiersData[name]._skip = true;\n    state.placement = firstFittingPlacement;\n    state.reset = true;\n  }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'flip',\n  enabled: true,\n  phase: 'main',\n  fn: flip,\n  requiresIfExists: ['offset'],\n  data: {\n    _skip: false\n  }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n  if (options === void 0) {\n    options = {};\n  }\n\n  var _options = options,\n      placement = _options.placement,\n      boundary = _options.boundary,\n      rootBoundary = _options.rootBoundary,\n      padding = _options.padding,\n      flipVariations = _options.flipVariations,\n      _options$allowedAutoP = _options.allowedAutoPlacements,\n      allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n  var variation = getVariation(placement);\n  var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n    return getVariation(placement) === variation;\n  }) : basePlacements;\n  var allowedPlacements = placements.filter(function (placement) {\n    return allowedAutoPlacements.indexOf(placement) >= 0;\n  });\n\n  if (allowedPlacements.length === 0) {\n    allowedPlacements = placements;\n  } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n  var overflows = allowedPlacements.reduce(function (acc, placement) {\n    acc[placement] = detectOverflow(state, {\n      placement: placement,\n      boundary: boundary,\n      rootBoundary: rootBoundary,\n      padding: padding\n    })[getBasePlacement(placement)];\n    return acc;\n  }, {});\n  return Object.keys(overflows).sort(function (a, b) {\n    return overflows[a] - overflows[b];\n  });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n  if (preventedOffsets === void 0) {\n    preventedOffsets = {\n      x: 0,\n      y: 0\n    };\n  }\n\n  return {\n    top: overflow.top - rect.height - preventedOffsets.y,\n    right: overflow.right - rect.width + preventedOffsets.x,\n    bottom: overflow.bottom - rect.height + preventedOffsets.y,\n    left: overflow.left - rect.width - preventedOffsets.x\n  };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n  return [top, right, bottom, left].some(function (side) {\n    return overflow[side] >= 0;\n  });\n}\n\nfunction hide(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var preventedOffsets = state.modifiersData.preventOverflow;\n  var referenceOverflow = detectOverflow(state, {\n    elementContext: 'reference'\n  });\n  var popperAltOverflow = detectOverflow(state, {\n    altBoundary: true\n  });\n  var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n  var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n  var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n  var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n  state.modifiersData[name] = {\n    referenceClippingOffsets: referenceClippingOffsets,\n    popperEscapeOffsets: popperEscapeOffsets,\n    isReferenceHidden: isReferenceHidden,\n    hasPopperEscaped: hasPopperEscaped\n  };\n  state.attributes.popper = Object.assign({}, state.attributes.popper, {\n    'data-popper-reference-hidden': isReferenceHidden,\n    'data-popper-escaped': hasPopperEscaped\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'hide',\n  enabled: true,\n  phase: 'main',\n  requiresIfExists: ['preventOverflow'],\n  fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n  var basePlacement = getBasePlacement(placement);\n  var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n  var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n    placement: placement\n  })) : offset,\n      skidding = _ref[0],\n      distance = _ref[1];\n\n  skidding = skidding || 0;\n  distance = (distance || 0) * invertDistance;\n  return [left, right].indexOf(basePlacement) >= 0 ? {\n    x: distance,\n    y: skidding\n  } : {\n    x: skidding,\n    y: distance\n  };\n}\n\nfunction offset(_ref2) {\n  var state = _ref2.state,\n      options = _ref2.options,\n      name = _ref2.name;\n  var _options$offset = options.offset,\n      offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n  var data = placements.reduce(function (acc, placement) {\n    acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n    return acc;\n  }, {});\n  var _data$state$placement = data[state.placement],\n      x = _data$state$placement.x,\n      y = _data$state$placement.y;\n\n  if (state.modifiersData.popperOffsets != null) {\n    state.modifiersData.popperOffsets.x += x;\n    state.modifiersData.popperOffsets.y += y;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'offset',\n  enabled: true,\n  phase: 'main',\n  requires: ['popperOffsets'],\n  fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n  var state = _ref.state,\n      name = _ref.name;\n  // Offsets are the actual position the popper needs to have to be\n  // properly positioned near its reference element\n  // This is the most basic placement, and will be adjusted by\n  // the modifiers in the next step\n  state.modifiersData[name] = computeOffsets({\n    reference: state.rects.reference,\n    element: state.rects.popper,\n    strategy: 'absolute',\n    placement: state.placement\n  });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'popperOffsets',\n  enabled: true,\n  phase: 'read',\n  fn: popperOffsets,\n  data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n  var state = _ref.state,\n      options = _ref.options,\n      name = _ref.name;\n  var _options$mainAxis = options.mainAxis,\n      checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n      _options$altAxis = options.altAxis,\n      checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n      boundary = options.boundary,\n      rootBoundary = options.rootBoundary,\n      altBoundary = options.altBoundary,\n      padding = options.padding,\n      _options$tether = options.tether,\n      tether = _options$tether === void 0 ? true : _options$tether,\n      _options$tetherOffset = options.tetherOffset,\n      tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n  var overflow = detectOverflow(state, {\n    boundary: boundary,\n    rootBoundary: rootBoundary,\n    padding: padding,\n    altBoundary: altBoundary\n  });\n  var basePlacement = getBasePlacement(state.placement);\n  var variation = getVariation(state.placement);\n  var isBasePlacement = !variation;\n  var mainAxis = getMainAxisFromPlacement(basePlacement);\n  var altAxis = getAltAxis(mainAxis);\n  var popperOffsets = state.modifiersData.popperOffsets;\n  var referenceRect = state.rects.reference;\n  var popperRect = state.rects.popper;\n  var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n    placement: state.placement\n  })) : tetherOffset;\n  var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n    mainAxis: tetherOffsetValue,\n    altAxis: tetherOffsetValue\n  } : Object.assign({\n    mainAxis: 0,\n    altAxis: 0\n  }, tetherOffsetValue);\n  var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n  var data = {\n    x: 0,\n    y: 0\n  };\n\n  if (!popperOffsets) {\n    return;\n  }\n\n  if (checkMainAxis) {\n    var _offsetModifierState$;\n\n    var mainSide = mainAxis === 'y' ? top : left;\n    var altSide = mainAxis === 'y' ? bottom : right;\n    var len = mainAxis === 'y' ? 'height' : 'width';\n    var offset = popperOffsets[mainAxis];\n    var min = offset + overflow[mainSide];\n    var max = offset - overflow[altSide];\n    var additive = tether ? -popperRect[len] / 2 : 0;\n    var minLen = variation === start ? referenceRect[len] : popperRect[len];\n    var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n    // outside the reference bounds\n\n    var arrowElement = state.elements.arrow;\n    var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n      width: 0,\n      height: 0\n    };\n    var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n    var arrowPaddingMin = arrowPaddingObject[mainSide];\n    var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n    // to include its full size in the calculation. If the reference is small\n    // and near the edge of a boundary, the popper can overflow even if the\n    // reference is not overflowing as well (e.g. virtual elements with no\n    // width or height)\n\n    var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n    var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n    var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n    var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n    var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n    var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n    var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n    var tetherMax = offset + maxOffset - offsetModifierValue;\n    var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n    popperOffsets[mainAxis] = preventedOffset;\n    data[mainAxis] = preventedOffset - offset;\n  }\n\n  if (checkAltAxis) {\n    var _offsetModifierState$2;\n\n    var _mainSide = mainAxis === 'x' ? top : left;\n\n    var _altSide = mainAxis === 'x' ? bottom : right;\n\n    var _offset = popperOffsets[altAxis];\n\n    var _len = altAxis === 'y' ? 'height' : 'width';\n\n    var _min = _offset + overflow[_mainSide];\n\n    var _max = _offset - overflow[_altSide];\n\n    var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n    var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n    var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n    var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n    var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n    popperOffsets[altAxis] = _preventedOffset;\n    data[altAxis] = _preventedOffset - _offset;\n  }\n\n  state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n  name: 'preventOverflow',\n  enabled: true,\n  phase: 'main',\n  fn: preventOverflow,\n  requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n  return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n  var rect = element.getBoundingClientRect();\n  var scaleX = round(rect.width) / element.offsetWidth || 1;\n  var scaleY = round(rect.height) / element.offsetHeight || 1;\n  return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n  if (isFixed === void 0) {\n    isFixed = false;\n  }\n\n  var isOffsetParentAnElement = isHTMLElement(offsetParent);\n  var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n  var documentElement = getDocumentElement(offsetParent);\n  var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n  var scroll = {\n    scrollLeft: 0,\n    scrollTop: 0\n  };\n  var offsets = {\n    x: 0,\n    y: 0\n  };\n\n  if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n    if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n    isScrollParent(documentElement)) {\n      scroll = getNodeScroll(offsetParent);\n    }\n\n    if (isHTMLElement(offsetParent)) {\n      offsets = getBoundingClientRect(offsetParent, true);\n      offsets.x += offsetParent.clientLeft;\n      offsets.y += offsetParent.clientTop;\n    } else if (documentElement) {\n      offsets.x = getWindowScrollBarX(documentElement);\n    }\n  }\n\n  return {\n    x: rect.left + scroll.scrollLeft - offsets.x,\n    y: rect.top + scroll.scrollTop - offsets.y,\n    width: rect.width,\n    height: rect.height\n  };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n  if (node === getWindow(node) || !isHTMLElement(node)) {\n    return getWindowScroll(node);\n  } else {\n    return getHTMLElementScroll(node);\n  }\n}","export default function getHTMLElementScroll(element) {\n  return {\n    scrollLeft: element.scrollLeft,\n    scrollTop: element.scrollTop\n  };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n  var map = new Map();\n  var visited = new Set();\n  var result = [];\n  modifiers.forEach(function (modifier) {\n    map.set(modifier.name, modifier);\n  }); // On visiting object, check for its dependencies and visit them recursively\n\n  function sort(modifier) {\n    visited.add(modifier.name);\n    var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n    requires.forEach(function (dep) {\n      if (!visited.has(dep)) {\n        var depModifier = map.get(dep);\n\n        if (depModifier) {\n          sort(depModifier);\n        }\n      }\n    });\n    result.push(modifier);\n  }\n\n  modifiers.forEach(function (modifier) {\n    if (!visited.has(modifier.name)) {\n      // check for visited object\n      sort(modifier);\n    }\n  });\n  return result;\n}\n\nexport default function orderModifiers(modifiers) {\n  // order based on dependencies\n  var orderedModifiers = order(modifiers); // order based on phase\n\n  return modifierPhases.reduce(function (acc, phase) {\n    return acc.concat(orderedModifiers.filter(function (modifier) {\n      return modifier.phase === phase;\n    }));\n  }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nvar DEFAULT_OPTIONS = {\n  placement: 'bottom',\n  modifiers: [],\n  strategy: 'absolute'\n};\n\nfunction areValidElements() {\n  for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n    args[_key] = arguments[_key];\n  }\n\n  return !args.some(function (element) {\n    return !(element && typeof element.getBoundingClientRect === 'function');\n  });\n}\n\nexport function popperGenerator(generatorOptions) {\n  if (generatorOptions === void 0) {\n    generatorOptions = {};\n  }\n\n  var _generatorOptions = generatorOptions,\n      _generatorOptions$def = _generatorOptions.defaultModifiers,\n      defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n      _generatorOptions$def2 = _generatorOptions.defaultOptions,\n      defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n  return function createPopper(reference, popper, options) {\n    if (options === void 0) {\n      options = defaultOptions;\n    }\n\n    var state = {\n      placement: 'bottom',\n      orderedModifiers: [],\n      options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n      modifiersData: {},\n      elements: {\n        reference: reference,\n        popper: popper\n      },\n      attributes: {},\n      styles: {}\n    };\n    var effectCleanupFns = [];\n    var isDestroyed = false;\n    var instance = {\n      state: state,\n      setOptions: function setOptions(setOptionsAction) {\n        var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n        cleanupModifierEffects();\n        state.options = Object.assign({}, defaultOptions, state.options, options);\n        state.scrollParents = {\n          reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n          popper: listScrollParents(popper)\n        }; // Orders the modifiers based on their dependencies and `phase`\n        // properties\n\n        var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n        state.orderedModifiers = orderedModifiers.filter(function (m) {\n          return m.enabled;\n        });\n        runModifierEffects();\n        return instance.update();\n      },\n      // Sync update – it will always be executed, even if not necessary. This\n      // is useful for low frequency updates where sync behavior simplifies the\n      // logic.\n      // For high frequency updates (e.g. `resize` and `scroll` events), always\n      // prefer the async Popper#update method\n      forceUpdate: function forceUpdate() {\n        if (isDestroyed) {\n          return;\n        }\n\n        var _state$elements = state.elements,\n            reference = _state$elements.reference,\n            popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n        // anymore\n\n        if (!areValidElements(reference, popper)) {\n          return;\n        } // Store the reference and popper rects to be read by modifiers\n\n\n        state.rects = {\n          reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n          popper: getLayoutRect(popper)\n        }; // Modifiers have the ability to reset the current update cycle. The\n        // most common use case for this is the `flip` modifier changing the\n        // placement, which then needs to re-run all the modifiers, because the\n        // logic was previously ran for the previous placement and is therefore\n        // stale/incorrect\n\n        state.reset = false;\n        state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n        // is filled with the initial data specified by the modifier. This means\n        // it doesn't persist and is fresh on each update.\n        // To ensure persistent data, use `${name}#persistent`\n\n        state.orderedModifiers.forEach(function (modifier) {\n          return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n        });\n\n        for (var index = 0; index < state.orderedModifiers.length; index++) {\n          if (state.reset === true) {\n            state.reset = false;\n            index = -1;\n            continue;\n          }\n\n          var _state$orderedModifie = state.orderedModifiers[index],\n              fn = _state$orderedModifie.fn,\n              _state$orderedModifie2 = _state$orderedModifie.options,\n              _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n              name = _state$orderedModifie.name;\n\n          if (typeof fn === 'function') {\n            state = fn({\n              state: state,\n              options: _options,\n              name: name,\n              instance: instance\n            }) || state;\n          }\n        }\n      },\n      // Async and optimistically optimized update – it will not be executed if\n      // not necessary (debounced to run at most once-per-tick)\n      update: debounce(function () {\n        return new Promise(function (resolve) {\n          instance.forceUpdate();\n          resolve(state);\n        });\n      }),\n      destroy: function destroy() {\n        cleanupModifierEffects();\n        isDestroyed = true;\n      }\n    };\n\n    if (!areValidElements(reference, popper)) {\n      return instance;\n    }\n\n    instance.setOptions(options).then(function (state) {\n      if (!isDestroyed && options.onFirstUpdate) {\n        options.onFirstUpdate(state);\n      }\n    }); // Modifiers have the ability to execute arbitrary code before the first\n    // update cycle runs. They will be executed in the same order as the update\n    // cycle. This is useful when a modifier adds some persistent data that\n    // other modifiers need to use, but the modifier is run after the dependent\n    // one.\n\n    function runModifierEffects() {\n      state.orderedModifiers.forEach(function (_ref) {\n        var name = _ref.name,\n            _ref$options = _ref.options,\n            options = _ref$options === void 0 ? {} : _ref$options,\n            effect = _ref.effect;\n\n        if (typeof effect === 'function') {\n          var cleanupFn = effect({\n            state: state,\n            name: name,\n            instance: instance,\n            options: options\n          });\n\n          var noopFn = function noopFn() {};\n\n          effectCleanupFns.push(cleanupFn || noopFn);\n        }\n      });\n    }\n\n    function cleanupModifierEffects() {\n      effectCleanupFns.forEach(function (fn) {\n        return fn();\n      });\n      effectCleanupFns = [];\n    }\n\n    return instance;\n  };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n  var pending;\n  return function () {\n    if (!pending) {\n      pending = new Promise(function (resolve) {\n        Promise.resolve().then(function () {\n          pending = undefined;\n          resolve(fn());\n        });\n      });\n    }\n\n    return pending;\n  };\n}","export default function mergeByName(modifiers) {\n  var merged = modifiers.reduce(function (merged, current) {\n    var existing = merged[current.name];\n    merged[current.name] = existing ? Object.assign({}, existing, current, {\n      options: Object.assign({}, existing.options, current.options),\n      data: Object.assign({}, existing.data, current.data)\n    }) : current;\n    return merged;\n  }, {}); // IE11 does not support Object.values\n\n  return Object.keys(merged).map(function (key) {\n    return merged[key];\n  });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n  defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n  * Bootstrap v5.3.2 (https://getbootstrap.com/)\n  * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n  * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n  */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\n\nconst elementMap = new Map();\nconst Data = {\n  set(element, key, instance) {\n    if (!elementMap.has(element)) {\n      elementMap.set(element, new Map());\n    }\n    const instanceMap = elementMap.get(element);\n\n    // make it clear we only want one instance per element\n    // can be removed later when multiple key/instances are fine to be used\n    if (!instanceMap.has(key) && instanceMap.size !== 0) {\n      // eslint-disable-next-line no-console\n      console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n      return;\n    }\n    instanceMap.set(key, instance);\n  },\n  get(element, key) {\n    if (elementMap.has(element)) {\n      return elementMap.get(element).get(key) || null;\n    }\n    return null;\n  },\n  remove(element, key) {\n    if (!elementMap.has(element)) {\n      return;\n    }\n    const instanceMap = elementMap.get(element);\n    instanceMap.delete(key);\n\n    // free up element references if there are no instances left for an element\n    if (instanceMap.size === 0) {\n      elementMap.delete(element);\n    }\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend';\n\n/**\n * Properly escape IDs selectors to handle weird IDs\n * @param {string} selector\n * @returns {string}\n */\nconst parseSelector = selector => {\n  if (selector && window.CSS && window.CSS.escape) {\n    // document.querySelector needs escaping to handle IDs (html5+) containing for instance /\n    selector = selector.replace(/#([^\\s\"#']+)/g, (match, id) => `#${CSS.escape(id)}`);\n  }\n  return selector;\n};\n\n// Shout-out Angus Croll (https://goo.gl/pxwQGp)\nconst toType = object => {\n  if (object === null || object === undefined) {\n    return `${object}`;\n  }\n  return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n\n/**\n * Public Util API\n */\n\nconst getUID = prefix => {\n  do {\n    prefix += Math.floor(Math.random() * MAX_UID);\n  } while (document.getElementById(prefix));\n  return prefix;\n};\nconst getTransitionDurationFromElement = element => {\n  if (!element) {\n    return 0;\n  }\n\n  // Get transition-duration of the element\n  let {\n    transitionDuration,\n    transitionDelay\n  } = window.getComputedStyle(element);\n  const floatTransitionDuration = Number.parseFloat(transitionDuration);\n  const floatTransitionDelay = Number.parseFloat(transitionDelay);\n\n  // Return 0 if element or transition duration is not found\n  if (!floatTransitionDuration && !floatTransitionDelay) {\n    return 0;\n  }\n\n  // If multiple durations are defined, take the first\n  transitionDuration = transitionDuration.split(',')[0];\n  transitionDelay = transitionDelay.split(',')[0];\n  return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\nconst triggerTransitionEnd = element => {\n  element.dispatchEvent(new Event(TRANSITION_END));\n};\nconst isElement = object => {\n  if (!object || typeof object !== 'object') {\n    return false;\n  }\n  if (typeof object.jquery !== 'undefined') {\n    object = object[0];\n  }\n  return typeof object.nodeType !== 'undefined';\n};\nconst getElement = object => {\n  // it's a jQuery object or a node element\n  if (isElement(object)) {\n    return object.jquery ? object[0] : object;\n  }\n  if (typeof object === 'string' && object.length > 0) {\n    return document.querySelector(parseSelector(object));\n  }\n  return null;\n};\nconst isVisible = element => {\n  if (!isElement(element) || element.getClientRects().length === 0) {\n    return false;\n  }\n  const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible';\n  // Handle `details` element as its content may falsie appear visible when it is closed\n  const closedDetails = element.closest('details:not([open])');\n  if (!closedDetails) {\n    return elementIsVisible;\n  }\n  if (closedDetails !== element) {\n    const summary = element.closest('summary');\n    if (summary && summary.parentNode !== closedDetails) {\n      return false;\n    }\n    if (summary === null) {\n      return false;\n    }\n  }\n  return elementIsVisible;\n};\nconst isDisabled = element => {\n  if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n    return true;\n  }\n  if (element.classList.contains('disabled')) {\n    return true;\n  }\n  if (typeof element.disabled !== 'undefined') {\n    return element.disabled;\n  }\n  return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\nconst findShadowRoot = element => {\n  if (!document.documentElement.attachShadow) {\n    return null;\n  }\n\n  // Can find the shadow root otherwise it'll return the document\n  if (typeof element.getRootNode === 'function') {\n    const root = element.getRootNode();\n    return root instanceof ShadowRoot ? root : null;\n  }\n  if (element instanceof ShadowRoot) {\n    return element;\n  }\n\n  // when we don't find a shadow root\n  if (!element.parentNode) {\n    return null;\n  }\n  return findShadowRoot(element.parentNode);\n};\nconst noop = () => {};\n\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\nconst reflow = element => {\n  element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n  if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n    return window.jQuery;\n  }\n  return null;\n};\nconst DOMContentLoadedCallbacks = [];\nconst onDOMContentLoaded = callback => {\n  if (document.readyState === 'loading') {\n    // add listener on the first call when the document is in loading state\n    if (!DOMContentLoadedCallbacks.length) {\n      document.addEventListener('DOMContentLoaded', () => {\n        for (const callback of DOMContentLoadedCallbacks) {\n          callback();\n        }\n      });\n    }\n    DOMContentLoadedCallbacks.push(callback);\n  } else {\n    callback();\n  }\n};\nconst isRTL = () => document.documentElement.dir === 'rtl';\nconst defineJQueryPlugin = plugin => {\n  onDOMContentLoaded(() => {\n    const $ = getjQuery();\n    /* istanbul ignore if */\n    if ($) {\n      const name = plugin.NAME;\n      const JQUERY_NO_CONFLICT = $.fn[name];\n      $.fn[name] = plugin.jQueryInterface;\n      $.fn[name].Constructor = plugin;\n      $.fn[name].noConflict = () => {\n        $.fn[name] = JQUERY_NO_CONFLICT;\n        return plugin.jQueryInterface;\n      };\n    }\n  });\n};\nconst execute = (possibleCallback, args = [], defaultValue = possibleCallback) => {\n  return typeof possibleCallback === 'function' ? possibleCallback(...args) : defaultValue;\n};\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n  if (!waitForTransition) {\n    execute(callback);\n    return;\n  }\n  const durationPadding = 5;\n  const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n  let called = false;\n  const handler = ({\n    target\n  }) => {\n    if (target !== transitionElement) {\n      return;\n    }\n    called = true;\n    transitionElement.removeEventListener(TRANSITION_END, handler);\n    execute(callback);\n  };\n  transitionElement.addEventListener(TRANSITION_END, handler);\n  setTimeout(() => {\n    if (!called) {\n      triggerTransitionEnd(transitionElement);\n    }\n  }, emulatedDuration);\n};\n\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list    The list of elements\n * @param activeElement   The active element\n * @param shouldGetNext   Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n  const listLength = list.length;\n  let index = list.indexOf(activeElement);\n\n  // if the element does not exist in the list return an element\n  // depending on the direction and if cycle is allowed\n  if (index === -1) {\n    return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n  }\n  index += shouldGetNext ? 1 : -1;\n  if (isCycleAllowed) {\n    index = (index + listLength) % listLength;\n  }\n  return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\nlet uidEvent = 1;\nconst customEvents = {\n  mouseenter: 'mouseover',\n  mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n  return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\nfunction getElementEvents(element) {\n  const uid = makeEventUid(element);\n  element.uidEvent = uid;\n  eventRegistry[uid] = eventRegistry[uid] || {};\n  return eventRegistry[uid];\n}\nfunction bootstrapHandler(element, fn) {\n  return function handler(event) {\n    hydrateObj(event, {\n      delegateTarget: element\n    });\n    if (handler.oneOff) {\n      EventHandler.off(element, event.type, fn);\n    }\n    return fn.apply(element, [event]);\n  };\n}\nfunction bootstrapDelegationHandler(element, selector, fn) {\n  return function handler(event) {\n    const domElements = element.querySelectorAll(selector);\n    for (let {\n      target\n    } = event; target && target !== this; target = target.parentNode) {\n      for (const domElement of domElements) {\n        if (domElement !== target) {\n          continue;\n        }\n        hydrateObj(event, {\n          delegateTarget: target\n        });\n        if (handler.oneOff) {\n          EventHandler.off(element, event.type, selector, fn);\n        }\n        return fn.apply(target, [event]);\n      }\n    }\n  };\n}\nfunction findHandler(events, callable, delegationSelector = null) {\n  return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n  const isDelegated = typeof handler === 'string';\n  // TODO: tooltip passes `false` instead of selector, so we need to check\n  const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n  let typeEvent = getTypeEvent(originalTypeEvent);\n  if (!nativeEvents.has(typeEvent)) {\n    typeEvent = originalTypeEvent;\n  }\n  return [isDelegated, callable, typeEvent];\n}\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n  if (typeof originalTypeEvent !== 'string' || !element) {\n    return;\n  }\n  let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n\n  // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n  // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n  if (originalTypeEvent in customEvents) {\n    const wrapFunction = fn => {\n      return function (event) {\n        if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n          return fn.call(this, event);\n        }\n      };\n    };\n    callable = wrapFunction(callable);\n  }\n  const events = getElementEvents(element);\n  const handlers = events[typeEvent] || (events[typeEvent] = {});\n  const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n  if (previousFunction) {\n    previousFunction.oneOff = previousFunction.oneOff && oneOff;\n    return;\n  }\n  const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n  const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n  fn.delegationSelector = isDelegated ? handler : null;\n  fn.callable = callable;\n  fn.oneOff = oneOff;\n  fn.uidEvent = uid;\n  handlers[uid] = fn;\n  element.addEventListener(typeEvent, fn, isDelegated);\n}\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n  const fn = findHandler(events[typeEvent], handler, delegationSelector);\n  if (!fn) {\n    return;\n  }\n  element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n  delete events[typeEvent][fn.uidEvent];\n}\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n  const storeElementEvent = events[typeEvent] || {};\n  for (const [handlerKey, event] of Object.entries(storeElementEvent)) {\n    if (handlerKey.includes(namespace)) {\n      removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n    }\n  }\n}\nfunction getTypeEvent(event) {\n  // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n  event = event.replace(stripNameRegex, '');\n  return customEvents[event] || event;\n}\nconst EventHandler = {\n  on(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, false);\n  },\n  one(element, event, handler, delegationFunction) {\n    addHandler(element, event, handler, delegationFunction, true);\n  },\n  off(element, originalTypeEvent, handler, delegationFunction) {\n    if (typeof originalTypeEvent !== 'string' || !element) {\n      return;\n    }\n    const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n    const inNamespace = typeEvent !== originalTypeEvent;\n    const events = getElementEvents(element);\n    const storeElementEvent = events[typeEvent] || {};\n    const isNamespace = originalTypeEvent.startsWith('.');\n    if (typeof callable !== 'undefined') {\n      // Simplest case: handler is passed, remove that listener ONLY.\n      if (!Object.keys(storeElementEvent).length) {\n        return;\n      }\n      removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n      return;\n    }\n    if (isNamespace) {\n      for (const elementEvent of Object.keys(events)) {\n        removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n      }\n    }\n    for (const [keyHandlers, event] of Object.entries(storeElementEvent)) {\n      const handlerKey = keyHandlers.replace(stripUidRegex, '');\n      if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n        removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n      }\n    }\n  },\n  trigger(element, event, args) {\n    if (typeof event !== 'string' || !element) {\n      return null;\n    }\n    const $ = getjQuery();\n    const typeEvent = getTypeEvent(event);\n    const inNamespace = event !== typeEvent;\n    let jQueryEvent = null;\n    let bubbles = true;\n    let nativeDispatch = true;\n    let defaultPrevented = false;\n    if (inNamespace && $) {\n      jQueryEvent = $.Event(event, args);\n      $(element).trigger(jQueryEvent);\n      bubbles = !jQueryEvent.isPropagationStopped();\n      nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n      defaultPrevented = jQueryEvent.isDefaultPrevented();\n    }\n    const evt = hydrateObj(new Event(event, {\n      bubbles,\n      cancelable: true\n    }), args);\n    if (defaultPrevented) {\n      evt.preventDefault();\n    }\n    if (nativeDispatch) {\n      element.dispatchEvent(evt);\n    }\n    if (evt.defaultPrevented && jQueryEvent) {\n      jQueryEvent.preventDefault();\n    }\n    return evt;\n  }\n};\nfunction hydrateObj(obj, meta = {}) {\n  for (const [key, value] of Object.entries(meta)) {\n    try {\n      obj[key] = value;\n    } catch (_unused) {\n      Object.defineProperty(obj, key, {\n        configurable: true,\n        get() {\n          return value;\n        }\n      });\n    }\n  }\n  return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nfunction normalizeData(value) {\n  if (value === 'true') {\n    return true;\n  }\n  if (value === 'false') {\n    return false;\n  }\n  if (value === Number(value).toString()) {\n    return Number(value);\n  }\n  if (value === '' || value === 'null') {\n    return null;\n  }\n  if (typeof value !== 'string') {\n    return value;\n  }\n  try {\n    return JSON.parse(decodeURIComponent(value));\n  } catch (_unused) {\n    return value;\n  }\n}\nfunction normalizeDataKey(key) {\n  return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\nconst Manipulator = {\n  setDataAttribute(element, key, value) {\n    element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n  },\n  removeDataAttribute(element, key) {\n    element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n  },\n  getDataAttributes(element) {\n    if (!element) {\n      return {};\n    }\n    const attributes = {};\n    const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n    for (const key of bsKeys) {\n      let pureKey = key.replace(/^bs/, '');\n      pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n      attributes[pureKey] = normalizeData(element.dataset[key]);\n    }\n    return attributes;\n  },\n  getDataAttribute(element, key) {\n    return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Class definition\n */\n\nclass Config {\n  // Getters\n  static get Default() {\n    return {};\n  }\n  static get DefaultType() {\n    return {};\n  }\n  static get NAME() {\n    throw new Error('You have to implement the static method \"NAME\", for each component!');\n  }\n  _getConfig(config) {\n    config = this._mergeConfigObj(config);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n  _configAfterMerge(config) {\n    return config;\n  }\n  _mergeConfigObj(config, element) {\n    const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n    return {\n      ...this.constructor.Default,\n      ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n      ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n      ...(typeof config === 'object' ? config : {})\n    };\n  }\n  _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n    for (const [property, expectedTypes] of Object.entries(configTypes)) {\n      const value = config[property];\n      const valueType = isElement(value) ? 'element' : toType(value);\n      if (!new RegExp(expectedTypes).test(valueType)) {\n        throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n      }\n    }\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst VERSION = '5.3.2';\n\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n  constructor(element, config) {\n    super();\n    element = getElement(element);\n    if (!element) {\n      return;\n    }\n    this._element = element;\n    this._config = this._getConfig(config);\n    Data.set(this._element, this.constructor.DATA_KEY, this);\n  }\n\n  // Public\n  dispose() {\n    Data.remove(this._element, this.constructor.DATA_KEY);\n    EventHandler.off(this._element, this.constructor.EVENT_KEY);\n    for (const propertyName of Object.getOwnPropertyNames(this)) {\n      this[propertyName] = null;\n    }\n  }\n  _queueCallback(callback, element, isAnimated = true) {\n    executeAfterTransition(callback, element, isAnimated);\n  }\n  _getConfig(config) {\n    config = this._mergeConfigObj(config, this._element);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n\n  // Static\n  static getInstance(element) {\n    return Data.get(getElement(element), this.DATA_KEY);\n  }\n  static getOrCreateInstance(element, config = {}) {\n    return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n  }\n  static get VERSION() {\n    return VERSION;\n  }\n  static get DATA_KEY() {\n    return `bs.${this.NAME}`;\n  }\n  static get EVENT_KEY() {\n    return `.${this.DATA_KEY}`;\n  }\n  static eventName(name) {\n    return `${name}${this.EVENT_KEY}`;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst getSelector = element => {\n  let selector = element.getAttribute('data-bs-target');\n  if (!selector || selector === '#') {\n    let hrefAttribute = element.getAttribute('href');\n\n    // The only valid content that could double as a selector are IDs or classes,\n    // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n    // `document.querySelector` will rightfully complain it is invalid.\n    // See https://github.com/twbs/bootstrap/issues/32273\n    if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n      return null;\n    }\n\n    // Just in case some CMS puts out a full URL with the anchor appended\n    if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n      hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n    }\n    selector = hrefAttribute && hrefAttribute !== '#' ? parseSelector(hrefAttribute.trim()) : null;\n  }\n  return selector;\n};\nconst SelectorEngine = {\n  find(selector, element = document.documentElement) {\n    return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n  },\n  findOne(selector, element = document.documentElement) {\n    return Element.prototype.querySelector.call(element, selector);\n  },\n  children(element, selector) {\n    return [].concat(...element.children).filter(child => child.matches(selector));\n  },\n  parents(element, selector) {\n    const parents = [];\n    let ancestor = element.parentNode.closest(selector);\n    while (ancestor) {\n      parents.push(ancestor);\n      ancestor = ancestor.parentNode.closest(selector);\n    }\n    return parents;\n  },\n  prev(element, selector) {\n    let previous = element.previousElementSibling;\n    while (previous) {\n      if (previous.matches(selector)) {\n        return [previous];\n      }\n      previous = previous.previousElementSibling;\n    }\n    return [];\n  },\n  // TODO: this is now unused; remove later along with prev()\n  next(element, selector) {\n    let next = element.nextElementSibling;\n    while (next) {\n      if (next.matches(selector)) {\n        return [next];\n      }\n      next = next.nextElementSibling;\n    }\n    return [];\n  },\n  focusableChildren(element) {\n    const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n    return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n  },\n  getSelectorFromElement(element) {\n    const selector = getSelector(element);\n    if (selector) {\n      return SelectorEngine.findOne(selector) ? selector : null;\n    }\n    return null;\n  },\n  getElementFromSelector(element) {\n    const selector = getSelector(element);\n    return selector ? SelectorEngine.findOne(selector) : null;\n  },\n  getMultipleElementsFromSelector(element) {\n    const selector = getSelector(element);\n    return selector ? SelectorEngine.find(selector) : [];\n  }\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n  const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n  const name = component.NAME;\n  EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n    if (['A', 'AREA'].includes(this.tagName)) {\n      event.preventDefault();\n    }\n    if (isDisabled(this)) {\n      return;\n    }\n    const target = SelectorEngine.getElementFromSelector(this) || this.closest(`.${name}`);\n    const instance = component.getOrCreateInstance(target);\n\n    // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n    instance[method]();\n  });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME$f;\n  }\n\n  // Public\n  close() {\n    const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n    if (closeEvent.defaultPrevented) {\n      return;\n    }\n    this._element.classList.remove(CLASS_NAME_SHOW$8);\n    const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n    this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n  }\n\n  // Private\n  _destroyElement() {\n    this._element.remove();\n    EventHandler.trigger(this._element, EVENT_CLOSED);\n    this.dispose();\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Alert.getOrCreateInstance(this);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](this);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Alert, 'close');\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n  // Getters\n  static get NAME() {\n    return NAME$e;\n  }\n\n  // Public\n  toggle() {\n    // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n    this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Button.getOrCreateInstance(this);\n      if (config === 'toggle') {\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n  event.preventDefault();\n  const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n  const data = Button.getOrCreateInstance(button);\n  data.toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n  endCallback: null,\n  leftCallback: null,\n  rightCallback: null\n};\nconst DefaultType$c = {\n  endCallback: '(function|null)',\n  leftCallback: '(function|null)',\n  rightCallback: '(function|null)'\n};\n\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n  constructor(element, config) {\n    super();\n    this._element = element;\n    if (!element || !Swipe.isSupported()) {\n      return;\n    }\n    this._config = this._getConfig(config);\n    this._deltaX = 0;\n    this._supportPointerEvents = Boolean(window.PointerEvent);\n    this._initEvents();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$c;\n  }\n  static get DefaultType() {\n    return DefaultType$c;\n  }\n  static get NAME() {\n    return NAME$d;\n  }\n\n  // Public\n  dispose() {\n    EventHandler.off(this._element, EVENT_KEY$9);\n  }\n\n  // Private\n  _start(event) {\n    if (!this._supportPointerEvents) {\n      this._deltaX = event.touches[0].clientX;\n      return;\n    }\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX;\n    }\n  }\n  _end(event) {\n    if (this._eventIsPointerPenTouch(event)) {\n      this._deltaX = event.clientX - this._deltaX;\n    }\n    this._handleSwipe();\n    execute(this._config.endCallback);\n  }\n  _move(event) {\n    this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n  }\n  _handleSwipe() {\n    const absDeltaX = Math.abs(this._deltaX);\n    if (absDeltaX <= SWIPE_THRESHOLD) {\n      return;\n    }\n    const direction = absDeltaX / this._deltaX;\n    this._deltaX = 0;\n    if (!direction) {\n      return;\n    }\n    execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n  }\n  _initEvents() {\n    if (this._supportPointerEvents) {\n      EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n      EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n      this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n    } else {\n      EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n      EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n      EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n    }\n  }\n  _eventIsPointerPenTouch(event) {\n    return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n  }\n\n  // Static\n  static isSupported() {\n    return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n  [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n  [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n  interval: 5000,\n  keyboard: true,\n  pause: 'hover',\n  ride: false,\n  touch: true,\n  wrap: true\n};\nconst DefaultType$b = {\n  interval: '(number|boolean)',\n  // TODO:v6 remove boolean support\n  keyboard: 'boolean',\n  pause: '(string|boolean)',\n  ride: '(boolean|string)',\n  touch: 'boolean',\n  wrap: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._interval = null;\n    this._activeElement = null;\n    this._isSliding = false;\n    this.touchTimeout = null;\n    this._swipeHelper = null;\n    this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n    this._addEventListeners();\n    if (this._config.ride === CLASS_NAME_CAROUSEL) {\n      this.cycle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$b;\n  }\n  static get DefaultType() {\n    return DefaultType$b;\n  }\n  static get NAME() {\n    return NAME$c;\n  }\n\n  // Public\n  next() {\n    this._slide(ORDER_NEXT);\n  }\n  nextWhenVisible() {\n    // FIXME TODO use `document.visibilityState`\n    // Don't call next when the page isn't visible\n    // or the carousel or its parent isn't visible\n    if (!document.hidden && isVisible(this._element)) {\n      this.next();\n    }\n  }\n  prev() {\n    this._slide(ORDER_PREV);\n  }\n  pause() {\n    if (this._isSliding) {\n      triggerTransitionEnd(this._element);\n    }\n    this._clearInterval();\n  }\n  cycle() {\n    this._clearInterval();\n    this._updateInterval();\n    this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n  }\n  _maybeEnableCycle() {\n    if (!this._config.ride) {\n      return;\n    }\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n      return;\n    }\n    this.cycle();\n  }\n  to(index) {\n    const items = this._getItems();\n    if (index > items.length - 1 || index < 0) {\n      return;\n    }\n    if (this._isSliding) {\n      EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n      return;\n    }\n    const activeIndex = this._getItemIndex(this._getActive());\n    if (activeIndex === index) {\n      return;\n    }\n    const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n    this._slide(order, items[index]);\n  }\n  dispose() {\n    if (this._swipeHelper) {\n      this._swipeHelper.dispose();\n    }\n    super.dispose();\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.defaultInterval = config.interval;\n    return config;\n  }\n  _addEventListeners() {\n    if (this._config.keyboard) {\n      EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n    }\n    if (this._config.pause === 'hover') {\n      EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n      EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n    }\n    if (this._config.touch && Swipe.isSupported()) {\n      this._addTouchEventListeners();\n    }\n  }\n  _addTouchEventListeners() {\n    for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n      EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n    }\n    const endCallBack = () => {\n      if (this._config.pause !== 'hover') {\n        return;\n      }\n\n      // If it's a touch-enabled device, mouseenter/leave are fired as\n      // part of the mouse compatibility events on first tap - the carousel\n      // would stop cycling until user tapped out of it;\n      // here, we listen for touchend, explicitly pause the carousel\n      // (as if it's the second time we tap on it, mouseenter compat event\n      // is NOT fired) and after a timeout (to allow for mouse compatibility\n      // events to fire) we explicitly restart cycling\n\n      this.pause();\n      if (this.touchTimeout) {\n        clearTimeout(this.touchTimeout);\n      }\n      this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n    };\n    const swipeConfig = {\n      leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n      rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n      endCallback: endCallBack\n    };\n    this._swipeHelper = new Swipe(this._element, swipeConfig);\n  }\n  _keydown(event) {\n    if (/input|textarea/i.test(event.target.tagName)) {\n      return;\n    }\n    const direction = KEY_TO_DIRECTION[event.key];\n    if (direction) {\n      event.preventDefault();\n      this._slide(this._directionToOrder(direction));\n    }\n  }\n  _getItemIndex(element) {\n    return this._getItems().indexOf(element);\n  }\n  _setActiveIndicatorElement(index) {\n    if (!this._indicatorsElement) {\n      return;\n    }\n    const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n    activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n    activeIndicator.removeAttribute('aria-current');\n    const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n    if (newActiveIndicator) {\n      newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n      newActiveIndicator.setAttribute('aria-current', 'true');\n    }\n  }\n  _updateInterval() {\n    const element = this._activeElement || this._getActive();\n    if (!element) {\n      return;\n    }\n    const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n    this._config.interval = elementInterval || this._config.defaultInterval;\n  }\n  _slide(order, element = null) {\n    if (this._isSliding) {\n      return;\n    }\n    const activeElement = this._getActive();\n    const isNext = order === ORDER_NEXT;\n    const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n    if (nextElement === activeElement) {\n      return;\n    }\n    const nextElementIndex = this._getItemIndex(nextElement);\n    const triggerEvent = eventName => {\n      return EventHandler.trigger(this._element, eventName, {\n        relatedTarget: nextElement,\n        direction: this._orderToDirection(order),\n        from: this._getItemIndex(activeElement),\n        to: nextElementIndex\n      });\n    };\n    const slideEvent = triggerEvent(EVENT_SLIDE);\n    if (slideEvent.defaultPrevented) {\n      return;\n    }\n    if (!activeElement || !nextElement) {\n      // Some weirdness is happening, so we bail\n      // TODO: change tests that use empty divs to avoid this check\n      return;\n    }\n    const isCycling = Boolean(this._interval);\n    this.pause();\n    this._isSliding = true;\n    this._setActiveIndicatorElement(nextElementIndex);\n    this._activeElement = nextElement;\n    const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n    const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n    nextElement.classList.add(orderClassName);\n    reflow(nextElement);\n    activeElement.classList.add(directionalClassName);\n    nextElement.classList.add(directionalClassName);\n    const completeCallBack = () => {\n      nextElement.classList.remove(directionalClassName, orderClassName);\n      nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n      activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n      this._isSliding = false;\n      triggerEvent(EVENT_SLID);\n    };\n    this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n    if (isCycling) {\n      this.cycle();\n    }\n  }\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_SLIDE);\n  }\n  _getActive() {\n    return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n  }\n  _getItems() {\n    return SelectorEngine.find(SELECTOR_ITEM, this._element);\n  }\n  _clearInterval() {\n    if (this._interval) {\n      clearInterval(this._interval);\n      this._interval = null;\n    }\n  }\n  _directionToOrder(direction) {\n    if (isRTL()) {\n      return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n    }\n    return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n  }\n  _orderToDirection(order) {\n    if (isRTL()) {\n      return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n    }\n    return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Carousel.getOrCreateInstance(this, config);\n      if (typeof config === 'number') {\n        data.to(config);\n        return;\n      }\n      if (typeof config === 'string') {\n        if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n    return;\n  }\n  event.preventDefault();\n  const carousel = Carousel.getOrCreateInstance(target);\n  const slideIndex = this.getAttribute('data-bs-slide-to');\n  if (slideIndex) {\n    carousel.to(slideIndex);\n    carousel._maybeEnableCycle();\n    return;\n  }\n  if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n    carousel.next();\n    carousel._maybeEnableCycle();\n    return;\n  }\n  carousel.prev();\n  carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n  const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n  for (const carousel of carousels) {\n    Carousel.getOrCreateInstance(carousel);\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n  parent: null,\n  toggle: true\n};\nconst DefaultType$a = {\n  parent: '(null|element)',\n  toggle: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._isTransitioning = false;\n    this._triggerArray = [];\n    const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n    for (const elem of toggleList) {\n      const selector = SelectorEngine.getSelectorFromElement(elem);\n      const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n      if (selector !== null && filterElement.length) {\n        this._triggerArray.push(elem);\n      }\n    }\n    this._initializeChildren();\n    if (!this._config.parent) {\n      this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n    }\n    if (this._config.toggle) {\n      this.toggle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$a;\n  }\n  static get DefaultType() {\n    return DefaultType$a;\n  }\n  static get NAME() {\n    return NAME$b;\n  }\n\n  // Public\n  toggle() {\n    if (this._isShown()) {\n      this.hide();\n    } else {\n      this.show();\n    }\n  }\n  show() {\n    if (this._isTransitioning || this._isShown()) {\n      return;\n    }\n    let activeChildren = [];\n\n    // find active children\n    if (this._config.parent) {\n      activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n        toggle: false\n      }));\n    }\n    if (activeChildren.length && activeChildren[0]._isTransitioning) {\n      return;\n    }\n    const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n    if (startEvent.defaultPrevented) {\n      return;\n    }\n    for (const activeInstance of activeChildren) {\n      activeInstance.hide();\n    }\n    const dimension = this._getDimension();\n    this._element.classList.remove(CLASS_NAME_COLLAPSE);\n    this._element.classList.add(CLASS_NAME_COLLAPSING);\n    this._element.style[dimension] = 0;\n    this._addAriaAndCollapsedClass(this._triggerArray, true);\n    this._isTransitioning = true;\n    const complete = () => {\n      this._isTransitioning = false;\n      this._element.classList.remove(CLASS_NAME_COLLAPSING);\n      this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n      this._element.style[dimension] = '';\n      EventHandler.trigger(this._element, EVENT_SHOWN$6);\n    };\n    const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n    const scrollSize = `scroll${capitalizedDimension}`;\n    this._queueCallback(complete, this._element, true);\n    this._element.style[dimension] = `${this._element[scrollSize]}px`;\n  }\n  hide() {\n    if (this._isTransitioning || !this._isShown()) {\n      return;\n    }\n    const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n    if (startEvent.defaultPrevented) {\n      return;\n    }\n    const dimension = this._getDimension();\n    this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_COLLAPSING);\n    this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n    for (const trigger of this._triggerArray) {\n      const element = SelectorEngine.getElementFromSelector(trigger);\n      if (element && !this._isShown(element)) {\n        this._addAriaAndCollapsedClass([trigger], false);\n      }\n    }\n    this._isTransitioning = true;\n    const complete = () => {\n      this._isTransitioning = false;\n      this._element.classList.remove(CLASS_NAME_COLLAPSING);\n      this._element.classList.add(CLASS_NAME_COLLAPSE);\n      EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n    };\n    this._element.style[dimension] = '';\n    this._queueCallback(complete, this._element, true);\n  }\n  _isShown(element = this._element) {\n    return element.classList.contains(CLASS_NAME_SHOW$7);\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    config.toggle = Boolean(config.toggle); // Coerce string values\n    config.parent = getElement(config.parent);\n    return config;\n  }\n  _getDimension() {\n    return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n  }\n  _initializeChildren() {\n    if (!this._config.parent) {\n      return;\n    }\n    const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n    for (const element of children) {\n      const selected = SelectorEngine.getElementFromSelector(element);\n      if (selected) {\n        this._addAriaAndCollapsedClass([element], this._isShown(selected));\n      }\n    }\n  }\n  _getFirstLevelChildren(selector) {\n    const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent);\n    // remove children if greater depth\n    return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n  }\n  _addAriaAndCollapsedClass(triggerArray, isOpen) {\n    if (!triggerArray.length) {\n      return;\n    }\n    for (const element of triggerArray) {\n      element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n      element.setAttribute('aria-expanded', isOpen);\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    const _config = {};\n    if (typeof config === 'string' && /show|hide/.test(config)) {\n      _config.toggle = false;\n    }\n    return this.each(function () {\n      const data = Collapse.getOrCreateInstance(this, _config);\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config]();\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n  // preventDefault only for <a> elements (which change the URL) not inside the collapsible element\n  if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n    event.preventDefault();\n  }\n  for (const element of SelectorEngine.getMultipleElementsFromSelector(this)) {\n    Collapse.getOrCreateInstance(element, {\n      toggle: false\n    }).toggle();\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n  autoClose: true,\n  boundary: 'clippingParents',\n  display: 'dynamic',\n  offset: [0, 2],\n  popperConfig: null,\n  reference: 'toggle'\n};\nconst DefaultType$9 = {\n  autoClose: '(boolean|string)',\n  boundary: '(string|element)',\n  display: 'string',\n  offset: '(array|string|function)',\n  popperConfig: '(null|object|function)',\n  reference: '(string|element|object)'\n};\n\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._popper = null;\n    this._parent = this._element.parentNode; // dropdown wrapper\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n    this._inNavbar = this._detectNavbar();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$9;\n  }\n  static get DefaultType() {\n    return DefaultType$9;\n  }\n  static get NAME() {\n    return NAME$a;\n  }\n\n  // Public\n  toggle() {\n    return this._isShown() ? this.hide() : this.show();\n  }\n  show() {\n    if (isDisabled(this._element) || this._isShown()) {\n      return;\n    }\n    const relatedTarget = {\n      relatedTarget: this._element\n    };\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._createPopper();\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop);\n      }\n    }\n    this._element.focus();\n    this._element.setAttribute('aria-expanded', true);\n    this._menu.classList.add(CLASS_NAME_SHOW$6);\n    this._element.classList.add(CLASS_NAME_SHOW$6);\n    EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n  }\n  hide() {\n    if (isDisabled(this._element) || !this._isShown()) {\n      return;\n    }\n    const relatedTarget = {\n      relatedTarget: this._element\n    };\n    this._completeHide(relatedTarget);\n  }\n  dispose() {\n    if (this._popper) {\n      this._popper.destroy();\n    }\n    super.dispose();\n  }\n  update() {\n    this._inNavbar = this._detectNavbar();\n    if (this._popper) {\n      this._popper.update();\n    }\n  }\n\n  // Private\n  _completeHide(relatedTarget) {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop);\n      }\n    }\n    if (this._popper) {\n      this._popper.destroy();\n    }\n    this._menu.classList.remove(CLASS_NAME_SHOW$6);\n    this._element.classList.remove(CLASS_NAME_SHOW$6);\n    this._element.setAttribute('aria-expanded', 'false');\n    Manipulator.removeDataAttribute(this._menu, 'popper');\n    EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n  }\n  _getConfig(config) {\n    config = super._getConfig(config);\n    if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n      // Popper virtual elements require a getBoundingClientRect method\n      throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n    }\n    return config;\n  }\n  _createPopper() {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n    }\n    let referenceElement = this._element;\n    if (this._config.reference === 'parent') {\n      referenceElement = this._parent;\n    } else if (isElement(this._config.reference)) {\n      referenceElement = getElement(this._config.reference);\n    } else if (typeof this._config.reference === 'object') {\n      referenceElement = this._config.reference;\n    }\n    const popperConfig = this._getPopperConfig();\n    this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n  }\n  _isShown() {\n    return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n  }\n  _getPlacement() {\n    const parentDropdown = this._parent;\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n      return PLACEMENT_RIGHT;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n      return PLACEMENT_LEFT;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n      return PLACEMENT_TOPCENTER;\n    }\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n      return PLACEMENT_BOTTOMCENTER;\n    }\n\n    // We need to trim the value because custom properties can also include spaces\n    const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n    if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n      return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n    }\n    return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n  }\n  _detectNavbar() {\n    return this._element.closest(SELECTOR_NAVBAR) !== null;\n  }\n  _getOffset() {\n    const {\n      offset\n    } = this._config;\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10));\n    }\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element);\n    }\n    return offset;\n  }\n  _getPopperConfig() {\n    const defaultBsPopperConfig = {\n      placement: this._getPlacement(),\n      modifiers: [{\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      }, {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }]\n    };\n\n    // Disable Popper if we have a static display or Dropdown is in Navbar\n    if (this._inNavbar || this._config.display === 'static') {\n      Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // TODO: v6 remove\n      defaultBsPopperConfig.modifiers = [{\n        name: 'applyStyles',\n        enabled: false\n      }];\n    }\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    };\n  }\n  _selectMenuItem({\n    key,\n    target\n  }) {\n    const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n    if (!items.length) {\n      return;\n    }\n\n    // if target isn't included in items (e.g. when expanding the dropdown)\n    // allow cycling to get the last item in case key equals ARROW_UP_KEY\n    getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Dropdown.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n  static clearMenus(event) {\n    if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n      return;\n    }\n    const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n    for (const toggle of openToggles) {\n      const context = Dropdown.getInstance(toggle);\n      if (!context || context._config.autoClose === false) {\n        continue;\n      }\n      const composedPath = event.composedPath();\n      const isMenuTarget = composedPath.includes(context._menu);\n      if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n        continue;\n      }\n\n      // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n      if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n        continue;\n      }\n      const relatedTarget = {\n        relatedTarget: context._element\n      };\n      if (event.type === 'click') {\n        relatedTarget.clickEvent = event;\n      }\n      context._completeHide(relatedTarget);\n    }\n  }\n  static dataApiKeydownHandler(event) {\n    // If not an UP | DOWN | ESCAPE key => not a dropdown command\n    // If input/textarea && if key is other than ESCAPE => not a dropdown command\n\n    const isInput = /input|textarea/i.test(event.target.tagName);\n    const isEscapeEvent = event.key === ESCAPE_KEY$2;\n    const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n    if (!isUpOrDownEvent && !isEscapeEvent) {\n      return;\n    }\n    if (isInput && !isEscapeEvent) {\n      return;\n    }\n    event.preventDefault();\n\n    // TODO: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.3/forms/input-group/\n    const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n    const instance = Dropdown.getOrCreateInstance(getToggleButton);\n    if (isUpOrDownEvent) {\n      event.stopPropagation();\n      instance.show();\n      instance._selectMenuItem(event);\n      return;\n    }\n    if (instance._isShown()) {\n      // else is escape and we check if it is shown\n      event.stopPropagation();\n      instance.hide();\n      getToggleButton.focus();\n    }\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n  event.preventDefault();\n  Dropdown.getOrCreateInstance(this).toggle();\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n  className: 'modal-backdrop',\n  clickCallback: null,\n  isAnimated: false,\n  isVisible: true,\n  // if false, we use the backdrop helper without adding any element to the dom\n  rootElement: 'body' // give the choice to place backdrop under different elements\n};\n\nconst DefaultType$8 = {\n  className: 'string',\n  clickCallback: '(function|null)',\n  isAnimated: 'boolean',\n  isVisible: 'boolean',\n  rootElement: '(element|string)'\n};\n\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n    this._isAppended = false;\n    this._element = null;\n  }\n\n  // Getters\n  static get Default() {\n    return Default$8;\n  }\n  static get DefaultType() {\n    return DefaultType$8;\n  }\n  static get NAME() {\n    return NAME$9;\n  }\n\n  // Public\n  show(callback) {\n    if (!this._config.isVisible) {\n      execute(callback);\n      return;\n    }\n    this._append();\n    const element = this._getElement();\n    if (this._config.isAnimated) {\n      reflow(element);\n    }\n    element.classList.add(CLASS_NAME_SHOW$5);\n    this._emulateAnimation(() => {\n      execute(callback);\n    });\n  }\n  hide(callback) {\n    if (!this._config.isVisible) {\n      execute(callback);\n      return;\n    }\n    this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n    this._emulateAnimation(() => {\n      this.dispose();\n      execute(callback);\n    });\n  }\n  dispose() {\n    if (!this._isAppended) {\n      return;\n    }\n    EventHandler.off(this._element, EVENT_MOUSEDOWN);\n    this._element.remove();\n    this._isAppended = false;\n  }\n\n  // Private\n  _getElement() {\n    if (!this._element) {\n      const backdrop = document.createElement('div');\n      backdrop.className = this._config.className;\n      if (this._config.isAnimated) {\n        backdrop.classList.add(CLASS_NAME_FADE$4);\n      }\n      this._element = backdrop;\n    }\n    return this._element;\n  }\n  _configAfterMerge(config) {\n    // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n    config.rootElement = getElement(config.rootElement);\n    return config;\n  }\n  _append() {\n    if (this._isAppended) {\n      return;\n    }\n    const element = this._getElement();\n    this._config.rootElement.append(element);\n    EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n      execute(this._config.clickCallback);\n    });\n    this._isAppended = true;\n  }\n  _emulateAnimation(callback) {\n    executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n  autofocus: true,\n  trapElement: null // The element to trap focus inside of\n};\n\nconst DefaultType$7 = {\n  autofocus: 'boolean',\n  trapElement: 'element'\n};\n\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n    this._isActive = false;\n    this._lastTabNavDirection = null;\n  }\n\n  // Getters\n  static get Default() {\n    return Default$7;\n  }\n  static get DefaultType() {\n    return DefaultType$7;\n  }\n  static get NAME() {\n    return NAME$8;\n  }\n\n  // Public\n  activate() {\n    if (this._isActive) {\n      return;\n    }\n    if (this._config.autofocus) {\n      this._config.trapElement.focus();\n    }\n    EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n    EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n    EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n    this._isActive = true;\n  }\n  deactivate() {\n    if (!this._isActive) {\n      return;\n    }\n    this._isActive = false;\n    EventHandler.off(document, EVENT_KEY$5);\n  }\n\n  // Private\n  _handleFocusin(event) {\n    const {\n      trapElement\n    } = this._config;\n    if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n      return;\n    }\n    const elements = SelectorEngine.focusableChildren(trapElement);\n    if (elements.length === 0) {\n      trapElement.focus();\n    } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n      elements[elements.length - 1].focus();\n    } else {\n      elements[0].focus();\n    }\n  }\n  _handleKeydown(event) {\n    if (event.key !== TAB_KEY) {\n      return;\n    }\n    this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n  constructor() {\n    this._element = document.body;\n  }\n\n  // Public\n  getWidth() {\n    // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n    const documentWidth = document.documentElement.clientWidth;\n    return Math.abs(window.innerWidth - documentWidth);\n  }\n  hide() {\n    const width = this.getWidth();\n    this._disableOverFlow();\n    // give padding to element to balance the hidden scrollbar width\n    this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n    // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n    this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n    this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n  }\n  reset() {\n    this._resetElementAttributes(this._element, 'overflow');\n    this._resetElementAttributes(this._element, PROPERTY_PADDING);\n    this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n    this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n  }\n  isOverflowing() {\n    return this.getWidth() > 0;\n  }\n\n  // Private\n  _disableOverFlow() {\n    this._saveInitialAttribute(this._element, 'overflow');\n    this._element.style.overflow = 'hidden';\n  }\n  _setElementAttributes(selector, styleProperty, callback) {\n    const scrollbarWidth = this.getWidth();\n    const manipulationCallBack = element => {\n      if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n        return;\n      }\n      this._saveInitialAttribute(element, styleProperty);\n      const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n      element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n    };\n    this._applyManipulationCallback(selector, manipulationCallBack);\n  }\n  _saveInitialAttribute(element, styleProperty) {\n    const actualValue = element.style.getPropertyValue(styleProperty);\n    if (actualValue) {\n      Manipulator.setDataAttribute(element, styleProperty, actualValue);\n    }\n  }\n  _resetElementAttributes(selector, styleProperty) {\n    const manipulationCallBack = element => {\n      const value = Manipulator.getDataAttribute(element, styleProperty);\n      // We only want to remove the property if the value is `null`; the value can also be zero\n      if (value === null) {\n        element.style.removeProperty(styleProperty);\n        return;\n      }\n      Manipulator.removeDataAttribute(element, styleProperty);\n      element.style.setProperty(styleProperty, value);\n    };\n    this._applyManipulationCallback(selector, manipulationCallBack);\n  }\n  _applyManipulationCallback(selector, callBack) {\n    if (isElement(selector)) {\n      callBack(selector);\n      return;\n    }\n    for (const sel of SelectorEngine.find(selector, this._element)) {\n      callBack(sel);\n    }\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n  backdrop: true,\n  focus: true,\n  keyboard: true\n};\nconst DefaultType$6 = {\n  backdrop: '(boolean|string)',\n  focus: 'boolean',\n  keyboard: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n    this._backdrop = this._initializeBackDrop();\n    this._focustrap = this._initializeFocusTrap();\n    this._isShown = false;\n    this._isTransitioning = false;\n    this._scrollBar = new ScrollBarHelper();\n    this._addEventListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$6;\n  }\n  static get DefaultType() {\n    return DefaultType$6;\n  }\n  static get NAME() {\n    return NAME$7;\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget);\n  }\n  show(relatedTarget) {\n    if (this._isShown || this._isTransitioning) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n      relatedTarget\n    });\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = true;\n    this._isTransitioning = true;\n    this._scrollBar.hide();\n    document.body.classList.add(CLASS_NAME_OPEN);\n    this._adjustDialog();\n    this._backdrop.show(() => this._showElement(relatedTarget));\n  }\n  hide() {\n    if (!this._isShown || this._isTransitioning) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = false;\n    this._isTransitioning = true;\n    this._focustrap.deactivate();\n    this._element.classList.remove(CLASS_NAME_SHOW$4);\n    this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n  }\n  dispose() {\n    EventHandler.off(window, EVENT_KEY$4);\n    EventHandler.off(this._dialog, EVENT_KEY$4);\n    this._backdrop.dispose();\n    this._focustrap.deactivate();\n    super.dispose();\n  }\n  handleUpdate() {\n    this._adjustDialog();\n  }\n\n  // Private\n  _initializeBackDrop() {\n    return new Backdrop({\n      isVisible: Boolean(this._config.backdrop),\n      // 'static' option will be translated to true, and booleans will keep their value,\n      isAnimated: this._isAnimated()\n    });\n  }\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    });\n  }\n  _showElement(relatedTarget) {\n    // try to append dynamic modal\n    if (!document.body.contains(this._element)) {\n      document.body.append(this._element);\n    }\n    this._element.style.display = 'block';\n    this._element.removeAttribute('aria-hidden');\n    this._element.setAttribute('aria-modal', true);\n    this._element.setAttribute('role', 'dialog');\n    this._element.scrollTop = 0;\n    const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n    if (modalBody) {\n      modalBody.scrollTop = 0;\n    }\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_SHOW$4);\n    const transitionComplete = () => {\n      if (this._config.focus) {\n        this._focustrap.activate();\n      }\n      this._isTransitioning = false;\n      EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n        relatedTarget\n      });\n    };\n    this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n  }\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n      if (event.key !== ESCAPE_KEY$1) {\n        return;\n      }\n      if (this._config.keyboard) {\n        this.hide();\n        return;\n      }\n      this._triggerBackdropTransition();\n    });\n    EventHandler.on(window, EVENT_RESIZE$1, () => {\n      if (this._isShown && !this._isTransitioning) {\n        this._adjustDialog();\n      }\n    });\n    EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n      // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n      EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n        if (this._element !== event.target || this._element !== event2.target) {\n          return;\n        }\n        if (this._config.backdrop === 'static') {\n          this._triggerBackdropTransition();\n          return;\n        }\n        if (this._config.backdrop) {\n          this.hide();\n        }\n      });\n    });\n  }\n  _hideModal() {\n    this._element.style.display = 'none';\n    this._element.setAttribute('aria-hidden', true);\n    this._element.removeAttribute('aria-modal');\n    this._element.removeAttribute('role');\n    this._isTransitioning = false;\n    this._backdrop.hide(() => {\n      document.body.classList.remove(CLASS_NAME_OPEN);\n      this._resetAdjustments();\n      this._scrollBar.reset();\n      EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n    });\n  }\n  _isAnimated() {\n    return this._element.classList.contains(CLASS_NAME_FADE$3);\n  }\n  _triggerBackdropTransition() {\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n    const initialOverflowY = this._element.style.overflowY;\n    // return if the following background transition hasn't yet completed\n    if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n      return;\n    }\n    if (!isModalOverflowing) {\n      this._element.style.overflowY = 'hidden';\n    }\n    this._element.classList.add(CLASS_NAME_STATIC);\n    this._queueCallback(() => {\n      this._element.classList.remove(CLASS_NAME_STATIC);\n      this._queueCallback(() => {\n        this._element.style.overflowY = initialOverflowY;\n      }, this._dialog);\n    }, this._dialog);\n    this._element.focus();\n  }\n\n  /**\n   * The following methods are used to handle overflowing modals\n   */\n\n  _adjustDialog() {\n    const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n    const scrollbarWidth = this._scrollBar.getWidth();\n    const isBodyOverflowing = scrollbarWidth > 0;\n    if (isBodyOverflowing && !isModalOverflowing) {\n      const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n      this._element.style[property] = `${scrollbarWidth}px`;\n    }\n    if (!isBodyOverflowing && isModalOverflowing) {\n      const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n      this._element.style[property] = `${scrollbarWidth}px`;\n    }\n  }\n  _resetAdjustments() {\n    this._element.style.paddingLeft = '';\n    this._element.style.paddingRight = '';\n  }\n\n  // Static\n  static jQueryInterface(config, relatedTarget) {\n    return this.each(function () {\n      const data = Modal.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](relatedTarget);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n    if (showEvent.defaultPrevented) {\n      // only register focus restorer if modal will actually get shown\n      return;\n    }\n    EventHandler.one(target, EVENT_HIDDEN$4, () => {\n      if (isVisible(this)) {\n        this.focus();\n      }\n    });\n  });\n\n  // avoid conflict when clicking modal toggler while another one is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n  if (alreadyOpen) {\n    Modal.getInstance(alreadyOpen).hide();\n  }\n  const data = Modal.getOrCreateInstance(target);\n  data.toggle(this);\n});\nenableDismissTrigger(Modal);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n  backdrop: true,\n  keyboard: true,\n  scroll: false\n};\nconst DefaultType$5 = {\n  backdrop: '(boolean|string)',\n  keyboard: 'boolean',\n  scroll: 'boolean'\n};\n\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._isShown = false;\n    this._backdrop = this._initializeBackDrop();\n    this._focustrap = this._initializeFocusTrap();\n    this._addEventListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default$5;\n  }\n  static get DefaultType() {\n    return DefaultType$5;\n  }\n  static get NAME() {\n    return NAME$6;\n  }\n\n  // Public\n  toggle(relatedTarget) {\n    return this._isShown ? this.hide() : this.show(relatedTarget);\n  }\n  show(relatedTarget) {\n    if (this._isShown) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n      relatedTarget\n    });\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._isShown = true;\n    this._backdrop.show();\n    if (!this._config.scroll) {\n      new ScrollBarHelper().hide();\n    }\n    this._element.setAttribute('aria-modal', true);\n    this._element.setAttribute('role', 'dialog');\n    this._element.classList.add(CLASS_NAME_SHOWING$1);\n    const completeCallBack = () => {\n      if (!this._config.scroll || this._config.backdrop) {\n        this._focustrap.activate();\n      }\n      this._element.classList.add(CLASS_NAME_SHOW$3);\n      this._element.classList.remove(CLASS_NAME_SHOWING$1);\n      EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n        relatedTarget\n      });\n    };\n    this._queueCallback(completeCallBack, this._element, true);\n  }\n  hide() {\n    if (!this._isShown) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    this._focustrap.deactivate();\n    this._element.blur();\n    this._isShown = false;\n    this._element.classList.add(CLASS_NAME_HIDING);\n    this._backdrop.hide();\n    const completeCallback = () => {\n      this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n      this._element.removeAttribute('aria-modal');\n      this._element.removeAttribute('role');\n      if (!this._config.scroll) {\n        new ScrollBarHelper().reset();\n      }\n      EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n    };\n    this._queueCallback(completeCallback, this._element, true);\n  }\n  dispose() {\n    this._backdrop.dispose();\n    this._focustrap.deactivate();\n    super.dispose();\n  }\n\n  // Private\n  _initializeBackDrop() {\n    const clickCallback = () => {\n      if (this._config.backdrop === 'static') {\n        EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n        return;\n      }\n      this.hide();\n    };\n\n    // 'static' option will be translated to true, and booleans will keep their value\n    const isVisible = Boolean(this._config.backdrop);\n    return new Backdrop({\n      className: CLASS_NAME_BACKDROP,\n      isVisible,\n      isAnimated: true,\n      rootElement: this._element.parentNode,\n      clickCallback: isVisible ? clickCallback : null\n    });\n  }\n  _initializeFocusTrap() {\n    return new FocusTrap({\n      trapElement: this._element\n    });\n  }\n  _addEventListeners() {\n    EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n      if (event.key !== ESCAPE_KEY) {\n        return;\n      }\n      if (this._config.keyboard) {\n        this.hide();\n        return;\n      }\n      EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n    });\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Offcanvas.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config](this);\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n  const target = SelectorEngine.getElementFromSelector(this);\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  if (isDisabled(this)) {\n    return;\n  }\n  EventHandler.one(target, EVENT_HIDDEN$3, () => {\n    // focus on trigger when it is closed\n    if (isVisible(this)) {\n      this.focus();\n    }\n  });\n\n  // avoid conflict when clicking a toggler of an offcanvas, while another is open\n  const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n  if (alreadyOpen && alreadyOpen !== target) {\n    Offcanvas.getInstance(alreadyOpen).hide();\n  }\n  const data = Offcanvas.getOrCreateInstance(target);\n  data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n  for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n    Offcanvas.getOrCreateInstance(selector).show();\n  }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n  for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n    if (getComputedStyle(element).position !== 'fixed') {\n      Offcanvas.getOrCreateInstance(element).hide();\n    }\n  }\n});\nenableDismissTrigger(Offcanvas);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n// js-docs-start allow-list\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\nconst DefaultAllowlist = {\n  // Global attributes allowed on any supplied element below.\n  '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n  a: ['target', 'href', 'title', 'rel'],\n  area: [],\n  b: [],\n  br: [],\n  col: [],\n  code: [],\n  div: [],\n  em: [],\n  hr: [],\n  h1: [],\n  h2: [],\n  h3: [],\n  h4: [],\n  h5: [],\n  h6: [],\n  i: [],\n  img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n  li: [],\n  ol: [],\n  p: [],\n  pre: [],\n  s: [],\n  small: [],\n  span: [],\n  sub: [],\n  sup: [],\n  strong: [],\n  u: [],\n  ul: []\n};\n// js-docs-end allow-list\n\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\n\n/**\n * A pattern that recognizes URLs that are safe wrt. XSS in URL navigation\n * contexts.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/15.2.8/packages/core/src/sanitization/url_sanitizer.ts#L38\n */\n// eslint-disable-next-line unicorn/better-regex\nconst SAFE_URL_PATTERN = /^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i;\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n  const attributeName = attribute.nodeName.toLowerCase();\n  if (allowedAttributeList.includes(attributeName)) {\n    if (uriAttributes.has(attributeName)) {\n      return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue));\n    }\n    return true;\n  }\n\n  // Check if a regular expression validates the attribute.\n  return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n  if (!unsafeHtml.length) {\n    return unsafeHtml;\n  }\n  if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n    return sanitizeFunction(unsafeHtml);\n  }\n  const domParser = new window.DOMParser();\n  const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n  const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n  for (const element of elements) {\n    const elementName = element.nodeName.toLowerCase();\n    if (!Object.keys(allowList).includes(elementName)) {\n      element.remove();\n      continue;\n    }\n    const attributeList = [].concat(...element.attributes);\n    const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n    for (const attribute of attributeList) {\n      if (!allowedAttribute(attribute, allowedAttributes)) {\n        element.removeAttribute(attribute.nodeName);\n      }\n    }\n  }\n  return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n  allowList: DefaultAllowlist,\n  content: {},\n  // { selector : text ,  selector2 : text2 , }\n  extraClass: '',\n  html: false,\n  sanitize: true,\n  sanitizeFn: null,\n  template: '<div></div>'\n};\nconst DefaultType$4 = {\n  allowList: 'object',\n  content: 'object',\n  extraClass: '(string|function)',\n  html: 'boolean',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  template: 'string'\n};\nconst DefaultContentType = {\n  entry: '(string|element|function|null)',\n  selector: '(string|element)'\n};\n\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n  constructor(config) {\n    super();\n    this._config = this._getConfig(config);\n  }\n\n  // Getters\n  static get Default() {\n    return Default$4;\n  }\n  static get DefaultType() {\n    return DefaultType$4;\n  }\n  static get NAME() {\n    return NAME$5;\n  }\n\n  // Public\n  getContent() {\n    return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n  }\n  hasContent() {\n    return this.getContent().length > 0;\n  }\n  changeContent(content) {\n    this._checkContent(content);\n    this._config.content = {\n      ...this._config.content,\n      ...content\n    };\n    return this;\n  }\n  toHtml() {\n    const templateWrapper = document.createElement('div');\n    templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n    for (const [selector, text] of Object.entries(this._config.content)) {\n      this._setContent(templateWrapper, text, selector);\n    }\n    const template = templateWrapper.children[0];\n    const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n    if (extraClass) {\n      template.classList.add(...extraClass.split(' '));\n    }\n    return template;\n  }\n\n  // Private\n  _typeCheckConfig(config) {\n    super._typeCheckConfig(config);\n    this._checkContent(config.content);\n  }\n  _checkContent(arg) {\n    for (const [selector, content] of Object.entries(arg)) {\n      super._typeCheckConfig({\n        selector,\n        entry: content\n      }, DefaultContentType);\n    }\n  }\n  _setContent(template, content, selector) {\n    const templateElement = SelectorEngine.findOne(selector, template);\n    if (!templateElement) {\n      return;\n    }\n    content = this._resolvePossibleFunction(content);\n    if (!content) {\n      templateElement.remove();\n      return;\n    }\n    if (isElement(content)) {\n      this._putElementInTemplate(getElement(content), templateElement);\n      return;\n    }\n    if (this._config.html) {\n      templateElement.innerHTML = this._maybeSanitize(content);\n      return;\n    }\n    templateElement.textContent = content;\n  }\n  _maybeSanitize(arg) {\n    return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n  }\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this]);\n  }\n  _putElementInTemplate(element, templateElement) {\n    if (this._config.html) {\n      templateElement.innerHTML = '';\n      templateElement.append(element);\n      return;\n    }\n    templateElement.textContent = element.textContent;\n  }\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n  AUTO: 'auto',\n  TOP: 'top',\n  RIGHT: isRTL() ? 'left' : 'right',\n  BOTTOM: 'bottom',\n  LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n  allowList: DefaultAllowlist,\n  animation: true,\n  boundary: 'clippingParents',\n  container: false,\n  customClass: '',\n  delay: 0,\n  fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n  html: false,\n  offset: [0, 6],\n  placement: 'top',\n  popperConfig: null,\n  sanitize: true,\n  sanitizeFn: null,\n  selector: false,\n  template: '<div class=\"tooltip\" role=\"tooltip\">' + '<div class=\"tooltip-arrow\"></div>' + '<div class=\"tooltip-inner\"></div>' + '</div>',\n  title: '',\n  trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n  allowList: 'object',\n  animation: 'boolean',\n  boundary: '(string|element)',\n  container: '(string|element|boolean)',\n  customClass: '(string|function)',\n  delay: '(number|object)',\n  fallbackPlacements: 'array',\n  html: 'boolean',\n  offset: '(array|string|function)',\n  placement: '(string|function)',\n  popperConfig: '(null|object|function)',\n  sanitize: 'boolean',\n  sanitizeFn: '(null|function)',\n  selector: '(string|boolean)',\n  template: 'string',\n  title: '(string|element|function)',\n  trigger: 'string'\n};\n\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n  constructor(element, config) {\n    if (typeof Popper === 'undefined') {\n      throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n    }\n    super(element, config);\n\n    // Private\n    this._isEnabled = true;\n    this._timeout = 0;\n    this._isHovered = null;\n    this._activeTrigger = {};\n    this._popper = null;\n    this._templateFactory = null;\n    this._newContent = null;\n\n    // Protected\n    this.tip = null;\n    this._setListeners();\n    if (!this._config.selector) {\n      this._fixTitle();\n    }\n  }\n\n  // Getters\n  static get Default() {\n    return Default$3;\n  }\n  static get DefaultType() {\n    return DefaultType$3;\n  }\n  static get NAME() {\n    return NAME$4;\n  }\n\n  // Public\n  enable() {\n    this._isEnabled = true;\n  }\n  disable() {\n    this._isEnabled = false;\n  }\n  toggleEnabled() {\n    this._isEnabled = !this._isEnabled;\n  }\n  toggle() {\n    if (!this._isEnabled) {\n      return;\n    }\n    this._activeTrigger.click = !this._activeTrigger.click;\n    if (this._isShown()) {\n      this._leave();\n      return;\n    }\n    this._enter();\n  }\n  dispose() {\n    clearTimeout(this._timeout);\n    EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n    if (this._element.getAttribute('data-bs-original-title')) {\n      this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n    }\n    this._disposePopper();\n    super.dispose();\n  }\n  show() {\n    if (this._element.style.display === 'none') {\n      throw new Error('Please use show on visible elements');\n    }\n    if (!(this._isWithContent() && this._isEnabled)) {\n      return;\n    }\n    const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n    const shadowRoot = findShadowRoot(this._element);\n    const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n    if (showEvent.defaultPrevented || !isInTheDom) {\n      return;\n    }\n\n    // TODO: v6 remove this or make it optional\n    this._disposePopper();\n    const tip = this._getTipElement();\n    this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n    const {\n      container\n    } = this._config;\n    if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n      container.append(tip);\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n    }\n    this._popper = this._createPopper(tip);\n    tip.classList.add(CLASS_NAME_SHOW$2);\n\n    // If this is a touch-enabled device we add extra\n    // empty mouseover listeners to the body's immediate children;\n    // only needed because of broken event delegation on iOS\n    // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.on(element, 'mouseover', noop);\n      }\n    }\n    const complete = () => {\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n      if (this._isHovered === false) {\n        this._leave();\n      }\n      this._isHovered = false;\n    };\n    this._queueCallback(complete, this.tip, this._isAnimated());\n  }\n  hide() {\n    if (!this._isShown()) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const tip = this._getTipElement();\n    tip.classList.remove(CLASS_NAME_SHOW$2);\n\n    // If this is a touch-enabled device we remove the extra\n    // empty mouseover listeners we added for iOS support\n    if ('ontouchstart' in document.documentElement) {\n      for (const element of [].concat(...document.body.children)) {\n        EventHandler.off(element, 'mouseover', noop);\n      }\n    }\n    this._activeTrigger[TRIGGER_CLICK] = false;\n    this._activeTrigger[TRIGGER_FOCUS] = false;\n    this._activeTrigger[TRIGGER_HOVER] = false;\n    this._isHovered = null; // it is a trick to support manual triggering\n\n    const complete = () => {\n      if (this._isWithActiveTrigger()) {\n        return;\n      }\n      if (!this._isHovered) {\n        this._disposePopper();\n      }\n      this._element.removeAttribute('aria-describedby');\n      EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n    };\n    this._queueCallback(complete, this.tip, this._isAnimated());\n  }\n  update() {\n    if (this._popper) {\n      this._popper.update();\n    }\n  }\n\n  // Protected\n  _isWithContent() {\n    return Boolean(this._getTitle());\n  }\n  _getTipElement() {\n    if (!this.tip) {\n      this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n    }\n    return this.tip;\n  }\n  _createTipElement(content) {\n    const tip = this._getTemplateFactory(content).toHtml();\n\n    // TODO: remove this check in v6\n    if (!tip) {\n      return null;\n    }\n    tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2);\n    // TODO: v6 the following can be achieved with CSS only\n    tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n    const tipId = getUID(this.constructor.NAME).toString();\n    tip.setAttribute('id', tipId);\n    if (this._isAnimated()) {\n      tip.classList.add(CLASS_NAME_FADE$2);\n    }\n    return tip;\n  }\n  setContent(content) {\n    this._newContent = content;\n    if (this._isShown()) {\n      this._disposePopper();\n      this.show();\n    }\n  }\n  _getTemplateFactory(content) {\n    if (this._templateFactory) {\n      this._templateFactory.changeContent(content);\n    } else {\n      this._templateFactory = new TemplateFactory({\n        ...this._config,\n        // the `content` var has to be after `this._config`\n        // to override config.content in case of popover\n        content,\n        extraClass: this._resolvePossibleFunction(this._config.customClass)\n      });\n    }\n    return this._templateFactory;\n  }\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n    };\n  }\n  _getTitle() {\n    return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n  }\n\n  // Private\n  _initializeOnDelegatedTarget(event) {\n    return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n  }\n  _isAnimated() {\n    return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n  }\n  _isShown() {\n    return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n  }\n  _createPopper(tip) {\n    const placement = execute(this._config.placement, [this, tip, this._element]);\n    const attachment = AttachmentMap[placement.toUpperCase()];\n    return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n  }\n  _getOffset() {\n    const {\n      offset\n    } = this._config;\n    if (typeof offset === 'string') {\n      return offset.split(',').map(value => Number.parseInt(value, 10));\n    }\n    if (typeof offset === 'function') {\n      return popperData => offset(popperData, this._element);\n    }\n    return offset;\n  }\n  _resolvePossibleFunction(arg) {\n    return execute(arg, [this._element]);\n  }\n  _getPopperConfig(attachment) {\n    const defaultBsPopperConfig = {\n      placement: attachment,\n      modifiers: [{\n        name: 'flip',\n        options: {\n          fallbackPlacements: this._config.fallbackPlacements\n        }\n      }, {\n        name: 'offset',\n        options: {\n          offset: this._getOffset()\n        }\n      }, {\n        name: 'preventOverflow',\n        options: {\n          boundary: this._config.boundary\n        }\n      }, {\n        name: 'arrow',\n        options: {\n          element: `.${this.constructor.NAME}-arrow`\n        }\n      }, {\n        name: 'preSetPlacement',\n        enabled: true,\n        phase: 'beforeMain',\n        fn: data => {\n          // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n          // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n          this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n        }\n      }]\n    };\n    return {\n      ...defaultBsPopperConfig,\n      ...execute(this._config.popperConfig, [defaultBsPopperConfig])\n    };\n  }\n  _setListeners() {\n    const triggers = this._config.trigger.split(' ');\n    for (const trigger of triggers) {\n      if (trigger === 'click') {\n        EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context.toggle();\n        });\n      } else if (trigger !== TRIGGER_MANUAL) {\n        const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n        const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n        EventHandler.on(this._element, eventIn, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n          context._enter();\n        });\n        EventHandler.on(this._element, eventOut, this._config.selector, event => {\n          const context = this._initializeOnDelegatedTarget(event);\n          context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n          context._leave();\n        });\n      }\n    }\n    this._hideModalHandler = () => {\n      if (this._element) {\n        this.hide();\n      }\n    };\n    EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n  }\n  _fixTitle() {\n    const title = this._element.getAttribute('title');\n    if (!title) {\n      return;\n    }\n    if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n      this._element.setAttribute('aria-label', title);\n    }\n    this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n    this._element.removeAttribute('title');\n  }\n  _enter() {\n    if (this._isShown() || this._isHovered) {\n      this._isHovered = true;\n      return;\n    }\n    this._isHovered = true;\n    this._setTimeout(() => {\n      if (this._isHovered) {\n        this.show();\n      }\n    }, this._config.delay.show);\n  }\n  _leave() {\n    if (this._isWithActiveTrigger()) {\n      return;\n    }\n    this._isHovered = false;\n    this._setTimeout(() => {\n      if (!this._isHovered) {\n        this.hide();\n      }\n    }, this._config.delay.hide);\n  }\n  _setTimeout(handler, timeout) {\n    clearTimeout(this._timeout);\n    this._timeout = setTimeout(handler, timeout);\n  }\n  _isWithActiveTrigger() {\n    return Object.values(this._activeTrigger).includes(true);\n  }\n  _getConfig(config) {\n    const dataAttributes = Manipulator.getDataAttributes(this._element);\n    for (const dataAttribute of Object.keys(dataAttributes)) {\n      if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n        delete dataAttributes[dataAttribute];\n      }\n    }\n    config = {\n      ...dataAttributes,\n      ...(typeof config === 'object' && config ? config : {})\n    };\n    config = this._mergeConfigObj(config);\n    config = this._configAfterMerge(config);\n    this._typeCheckConfig(config);\n    return config;\n  }\n  _configAfterMerge(config) {\n    config.container = config.container === false ? document.body : getElement(config.container);\n    if (typeof config.delay === 'number') {\n      config.delay = {\n        show: config.delay,\n        hide: config.delay\n      };\n    }\n    if (typeof config.title === 'number') {\n      config.title = config.title.toString();\n    }\n    if (typeof config.content === 'number') {\n      config.content = config.content.toString();\n    }\n    return config;\n  }\n  _getDelegateConfig() {\n    const config = {};\n    for (const [key, value] of Object.entries(this._config)) {\n      if (this.constructor.Default[key] !== value) {\n        config[key] = value;\n      }\n    }\n    config.selector = false;\n    config.trigger = 'manual';\n\n    // In the future can be replaced with:\n    // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n    // `Object.fromEntries(keysWithDifferentValues)`\n    return config;\n  }\n  _disposePopper() {\n    if (this._popper) {\n      this._popper.destroy();\n      this._popper = null;\n    }\n    if (this.tip) {\n      this.tip.remove();\n      this.tip = null;\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tooltip.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = {\n  ...Tooltip.Default,\n  content: '',\n  offset: [0, 8],\n  placement: 'right',\n  template: '<div class=\"popover\" role=\"tooltip\">' + '<div class=\"popover-arrow\"></div>' + '<h3 class=\"popover-header\"></h3>' + '<div class=\"popover-body\"></div>' + '</div>',\n  trigger: 'click'\n};\nconst DefaultType$2 = {\n  ...Tooltip.DefaultType,\n  content: '(null|string|element|function)'\n};\n\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n  // Getters\n  static get Default() {\n    return Default$2;\n  }\n  static get DefaultType() {\n    return DefaultType$2;\n  }\n  static get NAME() {\n    return NAME$3;\n  }\n\n  // Overrides\n  _isWithContent() {\n    return this._getTitle() || this._getContent();\n  }\n\n  // Private\n  _getContentForTemplate() {\n    return {\n      [SELECTOR_TITLE]: this._getTitle(),\n      [SELECTOR_CONTENT]: this._getContent()\n    };\n  }\n  _getContent() {\n    return this._resolvePossibleFunction(this._config.content);\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Popover.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (typeof data[config] === 'undefined') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n  offset: null,\n  // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: '0px 0px -25%',\n  smoothScroll: false,\n  target: null,\n  threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n  offset: '(number|null)',\n  // TODO v6 @deprecated, keep it for backwards compatibility reasons\n  rootMargin: 'string',\n  smoothScroll: 'boolean',\n  target: 'element',\n  threshold: 'array'\n};\n\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n\n    // this._element is the observablesContainer and config.target the menu links wrapper\n    this._targetLinks = new Map();\n    this._observableSections = new Map();\n    this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n    this._activeTarget = null;\n    this._observer = null;\n    this._previousScrollData = {\n      visibleEntryTop: 0,\n      parentScrollTop: 0\n    };\n    this.refresh(); // initialize\n  }\n\n  // Getters\n  static get Default() {\n    return Default$1;\n  }\n  static get DefaultType() {\n    return DefaultType$1;\n  }\n  static get NAME() {\n    return NAME$2;\n  }\n\n  // Public\n  refresh() {\n    this._initializeTargetsAndObservables();\n    this._maybeEnableSmoothScroll();\n    if (this._observer) {\n      this._observer.disconnect();\n    } else {\n      this._observer = this._getNewObserver();\n    }\n    for (const section of this._observableSections.values()) {\n      this._observer.observe(section);\n    }\n  }\n  dispose() {\n    this._observer.disconnect();\n    super.dispose();\n  }\n\n  // Private\n  _configAfterMerge(config) {\n    // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n    config.target = getElement(config.target) || document.body;\n\n    // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n    config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n    if (typeof config.threshold === 'string') {\n      config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n    }\n    return config;\n  }\n  _maybeEnableSmoothScroll() {\n    if (!this._config.smoothScroll) {\n      return;\n    }\n\n    // unregister any previous listeners\n    EventHandler.off(this._config.target, EVENT_CLICK);\n    EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n      const observableSection = this._observableSections.get(event.target.hash);\n      if (observableSection) {\n        event.preventDefault();\n        const root = this._rootElement || window;\n        const height = observableSection.offsetTop - this._element.offsetTop;\n        if (root.scrollTo) {\n          root.scrollTo({\n            top: height,\n            behavior: 'smooth'\n          });\n          return;\n        }\n\n        // Chrome 60 doesn't support `scrollTo`\n        root.scrollTop = height;\n      }\n    });\n  }\n  _getNewObserver() {\n    const options = {\n      root: this._rootElement,\n      threshold: this._config.threshold,\n      rootMargin: this._config.rootMargin\n    };\n    return new IntersectionObserver(entries => this._observerCallback(entries), options);\n  }\n\n  // The logic of selection\n  _observerCallback(entries) {\n    const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n    const activate = entry => {\n      this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n      this._process(targetElement(entry));\n    };\n    const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n    const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n    this._previousScrollData.parentScrollTop = parentScrollTop;\n    for (const entry of entries) {\n      if (!entry.isIntersecting) {\n        this._activeTarget = null;\n        this._clearActiveClass(targetElement(entry));\n        continue;\n      }\n      const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop;\n      // if we are scrolling down, pick the bigger offsetTop\n      if (userScrollsDown && entryIsLowerThanPrevious) {\n        activate(entry);\n        // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n        if (!parentScrollTop) {\n          return;\n        }\n        continue;\n      }\n\n      // if we are scrolling up, pick the smallest offsetTop\n      if (!userScrollsDown && !entryIsLowerThanPrevious) {\n        activate(entry);\n      }\n    }\n  }\n  _initializeTargetsAndObservables() {\n    this._targetLinks = new Map();\n    this._observableSections = new Map();\n    const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n    for (const anchor of targetLinks) {\n      // ensure that the anchor has an id and is not disabled\n      if (!anchor.hash || isDisabled(anchor)) {\n        continue;\n      }\n      const observableSection = SelectorEngine.findOne(decodeURI(anchor.hash), this._element);\n\n      // ensure that the observableSection exists & is visible\n      if (isVisible(observableSection)) {\n        this._targetLinks.set(decodeURI(anchor.hash), anchor);\n        this._observableSections.set(anchor.hash, observableSection);\n      }\n    }\n  }\n  _process(target) {\n    if (this._activeTarget === target) {\n      return;\n    }\n    this._clearActiveClass(this._config.target);\n    this._activeTarget = target;\n    target.classList.add(CLASS_NAME_ACTIVE$1);\n    this._activateParents(target);\n    EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n      relatedTarget: target\n    });\n  }\n  _activateParents(target) {\n    // Activate dropdown parents\n    if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n      SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n      return;\n    }\n    for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n      // Set triggered links parents as active\n      // With both <ul> and <nav> markup a parent is the previous sibling of any nav ancestor\n      for (const item of SelectorEngine.prev(listGroup, SELECTOR_LINK_ITEMS)) {\n        item.classList.add(CLASS_NAME_ACTIVE$1);\n      }\n    }\n  }\n  _clearActiveClass(parent) {\n    parent.classList.remove(CLASS_NAME_ACTIVE$1);\n    const activeNodes = SelectorEngine.find(`${SELECTOR_TARGET_LINKS}.${CLASS_NAME_ACTIVE$1}`, parent);\n    for (const node of activeNodes) {\n      node.classList.remove(CLASS_NAME_ACTIVE$1);\n    }\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = ScrollSpy.getOrCreateInstance(this, config);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(window, EVENT_LOAD_DATA_API$1, () => {\n  for (const spy of SelectorEngine.find(SELECTOR_DATA_SPY)) {\n    ScrollSpy.getOrCreateInstance(spy);\n  }\n});\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(ScrollSpy);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap tab.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME$1 = 'tab';\nconst DATA_KEY$1 = 'bs.tab';\nconst EVENT_KEY$1 = `.${DATA_KEY$1}`;\nconst EVENT_HIDE$1 = `hide${EVENT_KEY$1}`;\nconst EVENT_HIDDEN$1 = `hidden${EVENT_KEY$1}`;\nconst EVENT_SHOW$1 = `show${EVENT_KEY$1}`;\nconst EVENT_SHOWN$1 = `shown${EVENT_KEY$1}`;\nconst EVENT_CLICK_DATA_API = `click${EVENT_KEY$1}`;\nconst EVENT_KEYDOWN = `keydown${EVENT_KEY$1}`;\nconst EVENT_LOAD_DATA_API = `load${EVENT_KEY$1}`;\nconst ARROW_LEFT_KEY = 'ArrowLeft';\nconst ARROW_RIGHT_KEY = 'ArrowRight';\nconst ARROW_UP_KEY = 'ArrowUp';\nconst ARROW_DOWN_KEY = 'ArrowDown';\nconst HOME_KEY = 'Home';\nconst END_KEY = 'End';\nconst CLASS_NAME_ACTIVE = 'active';\nconst CLASS_NAME_FADE$1 = 'fade';\nconst CLASS_NAME_SHOW$1 = 'show';\nconst CLASS_DROPDOWN = 'dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE = '.dropdown-toggle';\nconst SELECTOR_DROPDOWN_MENU = '.dropdown-menu';\nconst NOT_SELECTOR_DROPDOWN_TOGGLE = `:not(${SELECTOR_DROPDOWN_TOGGLE})`;\nconst SELECTOR_TAB_PANEL = '.list-group, .nav, [role=\"tablist\"]';\nconst SELECTOR_OUTER = '.nav-item, .list-group-item';\nconst SELECTOR_INNER = `.nav-link${NOT_SELECTOR_DROPDOWN_TOGGLE}, .list-group-item${NOT_SELECTOR_DROPDOWN_TOGGLE}, [role=\"tab\"]${NOT_SELECTOR_DROPDOWN_TOGGLE}`;\nconst SELECTOR_DATA_TOGGLE = '[data-bs-toggle=\"tab\"], [data-bs-toggle=\"pill\"], [data-bs-toggle=\"list\"]'; // TODO: could only be `tab` in v6\nconst SELECTOR_INNER_ELEM = `${SELECTOR_INNER}, ${SELECTOR_DATA_TOGGLE}`;\nconst SELECTOR_DATA_TOGGLE_ACTIVE = `.${CLASS_NAME_ACTIVE}[data-bs-toggle=\"tab\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"pill\"], .${CLASS_NAME_ACTIVE}[data-bs-toggle=\"list\"]`;\n\n/**\n * Class definition\n */\n\nclass Tab extends BaseComponent {\n  constructor(element) {\n    super(element);\n    this._parent = this._element.closest(SELECTOR_TAB_PANEL);\n    if (!this._parent) {\n      return;\n      // TODO: should throw exception in v6\n      // throw new TypeError(`${element.outerHTML} has not a valid parent ${SELECTOR_INNER_ELEM}`)\n    }\n\n    // Set up initial aria attributes\n    this._setInitialAttributes(this._parent, this._getChildren());\n    EventHandler.on(this._element, EVENT_KEYDOWN, event => this._keydown(event));\n  }\n\n  // Getters\n  static get NAME() {\n    return NAME$1;\n  }\n\n  // Public\n  show() {\n    // Shows this elem and deactivate the active sibling if exists\n    const innerElem = this._element;\n    if (this._elemIsActive(innerElem)) {\n      return;\n    }\n\n    // Search for active tab on same parent to deactivate it\n    const active = this._getActiveElem();\n    const hideEvent = active ? EventHandler.trigger(active, EVENT_HIDE$1, {\n      relatedTarget: innerElem\n    }) : null;\n    const showEvent = EventHandler.trigger(innerElem, EVENT_SHOW$1, {\n      relatedTarget: active\n    });\n    if (showEvent.defaultPrevented || hideEvent && hideEvent.defaultPrevented) {\n      return;\n    }\n    this._deactivate(active, innerElem);\n    this._activate(innerElem, active);\n  }\n\n  // Private\n  _activate(element, relatedElem) {\n    if (!element) {\n      return;\n    }\n    element.classList.add(CLASS_NAME_ACTIVE);\n    this._activate(SelectorEngine.getElementFromSelector(element)); // Search and activate/show the proper section\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.add(CLASS_NAME_SHOW$1);\n        return;\n      }\n      element.removeAttribute('tabindex');\n      element.setAttribute('aria-selected', true);\n      this._toggleDropDown(element, true);\n      EventHandler.trigger(element, EVENT_SHOWN$1, {\n        relatedTarget: relatedElem\n      });\n    };\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE$1));\n  }\n  _deactivate(element, relatedElem) {\n    if (!element) {\n      return;\n    }\n    element.classList.remove(CLASS_NAME_ACTIVE);\n    element.blur();\n    this._deactivate(SelectorEngine.getElementFromSelector(element)); // Search and deactivate the shown section too\n\n    const complete = () => {\n      if (element.getAttribute('role') !== 'tab') {\n        element.classList.remove(CLASS_NAME_SHOW$1);\n        return;\n      }\n      element.setAttribute('aria-selected', false);\n      element.setAttribute('tabindex', '-1');\n      this._toggleDropDown(element, false);\n      EventHandler.trigger(element, EVENT_HIDDEN$1, {\n        relatedTarget: relatedElem\n      });\n    };\n    this._queueCallback(complete, element, element.classList.contains(CLASS_NAME_FADE$1));\n  }\n  _keydown(event) {\n    if (![ARROW_LEFT_KEY, ARROW_RIGHT_KEY, ARROW_UP_KEY, ARROW_DOWN_KEY, HOME_KEY, END_KEY].includes(event.key)) {\n      return;\n    }\n    event.stopPropagation(); // stopPropagation/preventDefault both added to support up/down keys without scrolling the page\n    event.preventDefault();\n    const children = this._getChildren().filter(element => !isDisabled(element));\n    let nextActiveElement;\n    if ([HOME_KEY, END_KEY].includes(event.key)) {\n      nextActiveElement = children[event.key === HOME_KEY ? 0 : children.length - 1];\n    } else {\n      const isNext = [ARROW_RIGHT_KEY, ARROW_DOWN_KEY].includes(event.key);\n      nextActiveElement = getNextActiveElement(children, event.target, isNext, true);\n    }\n    if (nextActiveElement) {\n      nextActiveElement.focus({\n        preventScroll: true\n      });\n      Tab.getOrCreateInstance(nextActiveElement).show();\n    }\n  }\n  _getChildren() {\n    // collection of inner elements\n    return SelectorEngine.find(SELECTOR_INNER_ELEM, this._parent);\n  }\n  _getActiveElem() {\n    return this._getChildren().find(child => this._elemIsActive(child)) || null;\n  }\n  _setInitialAttributes(parent, children) {\n    this._setAttributeIfNotExists(parent, 'role', 'tablist');\n    for (const child of children) {\n      this._setInitialAttributesOnChild(child);\n    }\n  }\n  _setInitialAttributesOnChild(child) {\n    child = this._getInnerElement(child);\n    const isActive = this._elemIsActive(child);\n    const outerElem = this._getOuterElement(child);\n    child.setAttribute('aria-selected', isActive);\n    if (outerElem !== child) {\n      this._setAttributeIfNotExists(outerElem, 'role', 'presentation');\n    }\n    if (!isActive) {\n      child.setAttribute('tabindex', '-1');\n    }\n    this._setAttributeIfNotExists(child, 'role', 'tab');\n\n    // set attributes to the related panel too\n    this._setInitialAttributesOnTargetPanel(child);\n  }\n  _setInitialAttributesOnTargetPanel(child) {\n    const target = SelectorEngine.getElementFromSelector(child);\n    if (!target) {\n      return;\n    }\n    this._setAttributeIfNotExists(target, 'role', 'tabpanel');\n    if (child.id) {\n      this._setAttributeIfNotExists(target, 'aria-labelledby', `${child.id}`);\n    }\n  }\n  _toggleDropDown(element, open) {\n    const outerElem = this._getOuterElement(element);\n    if (!outerElem.classList.contains(CLASS_DROPDOWN)) {\n      return;\n    }\n    const toggle = (selector, className) => {\n      const element = SelectorEngine.findOne(selector, outerElem);\n      if (element) {\n        element.classList.toggle(className, open);\n      }\n    };\n    toggle(SELECTOR_DROPDOWN_TOGGLE, CLASS_NAME_ACTIVE);\n    toggle(SELECTOR_DROPDOWN_MENU, CLASS_NAME_SHOW$1);\n    outerElem.setAttribute('aria-expanded', open);\n  }\n  _setAttributeIfNotExists(element, attribute, value) {\n    if (!element.hasAttribute(attribute)) {\n      element.setAttribute(attribute, value);\n    }\n  }\n  _elemIsActive(elem) {\n    return elem.classList.contains(CLASS_NAME_ACTIVE);\n  }\n\n  // Try to get the inner element (usually the .nav-link)\n  _getInnerElement(elem) {\n    return elem.matches(SELECTOR_INNER_ELEM) ? elem : SelectorEngine.findOne(SELECTOR_INNER_ELEM, elem);\n  }\n\n  // Try to get the outer element (usually the .nav-item)\n  _getOuterElement(elem) {\n    return elem.closest(SELECTOR_OUTER) || elem;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Tab.getOrCreateInstance(this);\n      if (typeof config !== 'string') {\n        return;\n      }\n      if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n        throw new TypeError(`No method named \"${config}\"`);\n      }\n      data[config]();\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nEventHandler.on(document, EVENT_CLICK_DATA_API, SELECTOR_DATA_TOGGLE, function (event) {\n  if (['A', 'AREA'].includes(this.tagName)) {\n    event.preventDefault();\n  }\n  if (isDisabled(this)) {\n    return;\n  }\n  Tab.getOrCreateInstance(this).show();\n});\n\n/**\n * Initialize on focus\n */\nEventHandler.on(window, EVENT_LOAD_DATA_API, () => {\n  for (const element of SelectorEngine.find(SELECTOR_DATA_TOGGLE_ACTIVE)) {\n    Tab.getOrCreateInstance(element);\n  }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Tab);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap toast.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n\n/**\n * Constants\n */\n\nconst NAME = 'toast';\nconst DATA_KEY = 'bs.toast';\nconst EVENT_KEY = `.${DATA_KEY}`;\nconst EVENT_MOUSEOVER = `mouseover${EVENT_KEY}`;\nconst EVENT_MOUSEOUT = `mouseout${EVENT_KEY}`;\nconst EVENT_FOCUSIN = `focusin${EVENT_KEY}`;\nconst EVENT_FOCUSOUT = `focusout${EVENT_KEY}`;\nconst EVENT_HIDE = `hide${EVENT_KEY}`;\nconst EVENT_HIDDEN = `hidden${EVENT_KEY}`;\nconst EVENT_SHOW = `show${EVENT_KEY}`;\nconst EVENT_SHOWN = `shown${EVENT_KEY}`;\nconst CLASS_NAME_FADE = 'fade';\nconst CLASS_NAME_HIDE = 'hide'; // @deprecated - kept here only for backwards compatibility\nconst CLASS_NAME_SHOW = 'show';\nconst CLASS_NAME_SHOWING = 'showing';\nconst DefaultType = {\n  animation: 'boolean',\n  autohide: 'boolean',\n  delay: 'number'\n};\nconst Default = {\n  animation: true,\n  autohide: true,\n  delay: 5000\n};\n\n/**\n * Class definition\n */\n\nclass Toast extends BaseComponent {\n  constructor(element, config) {\n    super(element, config);\n    this._timeout = null;\n    this._hasMouseInteraction = false;\n    this._hasKeyboardInteraction = false;\n    this._setListeners();\n  }\n\n  // Getters\n  static get Default() {\n    return Default;\n  }\n  static get DefaultType() {\n    return DefaultType;\n  }\n  static get NAME() {\n    return NAME;\n  }\n\n  // Public\n  show() {\n    const showEvent = EventHandler.trigger(this._element, EVENT_SHOW);\n    if (showEvent.defaultPrevented) {\n      return;\n    }\n    this._clearTimeout();\n    if (this._config.animation) {\n      this._element.classList.add(CLASS_NAME_FADE);\n    }\n    const complete = () => {\n      this._element.classList.remove(CLASS_NAME_SHOWING);\n      EventHandler.trigger(this._element, EVENT_SHOWN);\n      this._maybeScheduleHide();\n    };\n    this._element.classList.remove(CLASS_NAME_HIDE); // @deprecated\n    reflow(this._element);\n    this._element.classList.add(CLASS_NAME_SHOW, CLASS_NAME_SHOWING);\n    this._queueCallback(complete, this._element, this._config.animation);\n  }\n  hide() {\n    if (!this.isShown()) {\n      return;\n    }\n    const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE);\n    if (hideEvent.defaultPrevented) {\n      return;\n    }\n    const complete = () => {\n      this._element.classList.add(CLASS_NAME_HIDE); // @deprecated\n      this._element.classList.remove(CLASS_NAME_SHOWING, CLASS_NAME_SHOW);\n      EventHandler.trigger(this._element, EVENT_HIDDEN);\n    };\n    this._element.classList.add(CLASS_NAME_SHOWING);\n    this._queueCallback(complete, this._element, this._config.animation);\n  }\n  dispose() {\n    this._clearTimeout();\n    if (this.isShown()) {\n      this._element.classList.remove(CLASS_NAME_SHOW);\n    }\n    super.dispose();\n  }\n  isShown() {\n    return this._element.classList.contains(CLASS_NAME_SHOW);\n  }\n\n  // Private\n\n  _maybeScheduleHide() {\n    if (!this._config.autohide) {\n      return;\n    }\n    if (this._hasMouseInteraction || this._hasKeyboardInteraction) {\n      return;\n    }\n    this._timeout = setTimeout(() => {\n      this.hide();\n    }, this._config.delay);\n  }\n  _onInteraction(event, isInteracting) {\n    switch (event.type) {\n      case 'mouseover':\n      case 'mouseout':\n        {\n          this._hasMouseInteraction = isInteracting;\n          break;\n        }\n      case 'focusin':\n      case 'focusout':\n        {\n          this._hasKeyboardInteraction = isInteracting;\n          break;\n        }\n    }\n    if (isInteracting) {\n      this._clearTimeout();\n      return;\n    }\n    const nextElement = event.relatedTarget;\n    if (this._element === nextElement || this._element.contains(nextElement)) {\n      return;\n    }\n    this._maybeScheduleHide();\n  }\n  _setListeners() {\n    EventHandler.on(this._element, EVENT_MOUSEOVER, event => this._onInteraction(event, true));\n    EventHandler.on(this._element, EVENT_MOUSEOUT, event => this._onInteraction(event, false));\n    EventHandler.on(this._element, EVENT_FOCUSIN, event => this._onInteraction(event, true));\n    EventHandler.on(this._element, EVENT_FOCUSOUT, event => this._onInteraction(event, false));\n  }\n  _clearTimeout() {\n    clearTimeout(this._timeout);\n    this._timeout = null;\n  }\n\n  // Static\n  static jQueryInterface(config) {\n    return this.each(function () {\n      const data = Toast.getOrCreateInstance(this, config);\n      if (typeof config === 'string') {\n        if (typeof data[config] === 'undefined') {\n          throw new TypeError(`No method named \"${config}\"`);\n        }\n        data[config](this);\n      }\n    });\n  }\n}\n\n/**\n * Data API implementation\n */\n\nenableDismissTrigger(Toast);\n\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Toast);\n\nexport { Alert, Button, Carousel, Collapse, Dropdown, Modal, Offcanvas, Popover, ScrollSpy, Tab, Toast, Tooltip };\n//# sourceMappingURL=bootstrap.esm.js.map\n","/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if 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Symbol(\"webpack error\") : \"__webpack_error__\";\nvar resolveQueue = (queue) => {\n\tif(queue && queue.d < 1) {\n\t\tqueue.d = 1;\n\t\tqueue.forEach((fn) => (fn.r--));\n\t\tqueue.forEach((fn) => (fn.r-- ? fn.r++ : fn()));\n\t}\n}\nvar wrapDeps = (deps) => (deps.map((dep) => {\n\tif(dep !== null && typeof dep === \"object\") {\n\t\tif(dep[webpackQueues]) return dep;\n\t\tif(dep.then) {\n\t\t\tvar queue = [];\n\t\t\tqueue.d = 0;\n\t\t\tdep.then((r) => {\n\t\t\t\tobj[webpackExports] = r;\n\t\t\t\tresolveQueue(queue);\n\t\t\t}, (e) => {\n\t\t\t\tobj[webpackError] = e;\n\t\t\t\tresolveQueue(queue);\n\t\t\t});\n\t\t\tvar obj = {};\n\t\t\tobj[webpackQueues] = (fn) => (fn(queue));\n\t\t\treturn obj;\n\t\t}\n\t}\n\tvar ret = {};\n\tret[webpackQueues] = x => {};\n\tret[webpackExports] = dep;\n\treturn ret;\n}));\n__webpack_require__.a = (module, body, hasAwait) => {\n\tvar queue;\n\thasAwait && ((queue = []).d = -1);\n\tvar depQueues = new Set();\n\tvar exports = module.exports;\n\tvar currentDeps;\n\tvar outerResolve;\n\tvar reject;\n\tvar promise = new Promise((resolve, rej) => {\n\t\treject = rej;\n\t\touterResolve = resolve;\n\t});\n\tpromise[webpackExports] = exports;\n\tpromise[webpackQueues] = (fn) => (queue && fn(queue), depQueues.forEach(fn), promise[\"catch\"](x => {}));\n\tmodule.exports = promise;\n\tbody((deps) => {\n\t\tcurrentDeps = wrapDeps(deps);\n\t\tvar fn;\n\t\tvar getResult = () => (currentDeps.map((d) => {\n\t\t\tif(d[webpackError]) throw d[webpackError];\n\t\t\treturn d[webpackExports];\n\t\t}))\n\t\tvar promise = new Promise((resolve) => {\n\t\t\tfn = () => (resolve(getResult));\n\t\t\tfn.r = 0;\n\t\t\tvar fnQueue = (q) => (q !== queue && !depQueues.has(q) && (depQueues.add(q), q && !q.d && (fn.r++, q.push(fn))));\n\t\t\tcurrentDeps.map((dep) => (dep[webpackQueues](fnQueue)));\n\t\t});\n\t\treturn fn.r ? promise : getResult();\n\t}, (err) => ((err ? reject(promise[webpackError] = err) : outerResolve(exports)), resolveQueue(queue)));\n\tqueue && queue.d < 0 && (queue.d = 0);\n};","/**\n * Compare [semver](https://semver.org/) version strings to find greater, equal or lesser.\n * This library supports the full semver specification, including comparing versions with different number of digits like `1.0.0`, `1.0`, `1`, and pre-release versions like `1.0.0-alpha`.\n * @param v1 - First version to compare\n * @param v2 - Second version to compare\n * @returns Numeric value compatible with the [Array.sort(fn) interface](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/sort#Parameters).\n */\nexport const compareVersions = (v1, v2) => {\n    // validate input and split into segments\n    const n1 = validateAndParse(v1);\n    const n2 = validateAndParse(v2);\n    // pop off the patch\n    const p1 = n1.pop();\n    const p2 = n2.pop();\n    // validate numbers\n    const r = compareSegments(n1, n2);\n    if (r !== 0)\n        return r;\n    // validate pre-release\n    if (p1 && p2) {\n        return compareSegments(p1.split('.'), p2.split('.'));\n    }\n    else if (p1 || p2) {\n        return p1 ? -1 : 1;\n    }\n    return 0;\n};\n/**\n * Validate [semver](https://semver.org/) version strings.\n *\n * @param version Version number to validate\n * @returns `true` if the version number is a valid semver version number, `false` otherwise.\n *\n * @example\n * ```\n * validate('1.0.0-rc.1'); // return true\n * validate('1.0-rc.1'); // return false\n * validate('foo'); // return false\n * ```\n */\nexport const validate = (version) => typeof version === 'string' && /^[v\\d]/.test(version) && semver.test(version);\n/**\n * Compare [semver](https://semver.org/) version strings using the specified operator.\n *\n * @param v1 First version to compare\n * @param v2 Second version to compare\n * @param operator Allowed arithmetic operator to use\n * @returns `true` if the comparison between the firstVersion and the secondVersion satisfies the operator, `false` otherwise.\n *\n * @example\n * ```\n * compare('10.1.8', '10.0.4', '>'); // return true\n * compare('10.0.1', '10.0.1', '='); // return true\n * compare('10.1.1', '10.2.2', '<'); // return true\n * compare('10.1.1', '10.2.2', '<='); // return true\n * compare('10.1.1', '10.2.2', '>='); // return false\n * ```\n */\nexport const compare = (v1, v2, operator) => {\n    // validate input operator\n    assertValidOperator(operator);\n    // since result of compareVersions can only be -1 or 0 or 1\n    // a simple map can be used to replace switch\n    const res = compareVersions(v1, v2);\n    return operatorResMap[operator].includes(res);\n};\n/**\n * Match [npm semver](https://docs.npmjs.com/cli/v6/using-npm/semver) version range.\n *\n * @param version Version number to match\n * @param range Range pattern for version\n * @returns `true` if the version number is within the range, `false` otherwise.\n *\n * @example\n * ```\n * satisfies('1.1.0', '^1.0.0'); // return true\n * satisfies('1.1.0', '~1.0.0'); // return false\n * ```\n */\nexport const satisfies = (version, range) => {\n    // if no range operator then \"=\"\n    const m = range.match(/^([<>=~^]+)/);\n    const op = m ? m[1] : '=';\n    // if gt/lt/eq then operator compare\n    if (op !== '^' && op !== '~')\n        return compare(version, range, op);\n    // else range of either \"~\" or \"^\" is assumed\n    const [v1, v2, v3, , vp] = validateAndParse(version);\n    const [r1, r2, r3, , rp] = validateAndParse(range);\n    const v = [v1, v2, v3];\n    const r = [r1, r2 !== null && r2 !== void 0 ? r2 : 'x', r3 !== null && r3 !== void 0 ? r3 : 'x'];\n    // validate pre-release\n    if (rp) {\n        if (!vp)\n            return false;\n        if (compareSegments(v, r) !== 0)\n            return false;\n        if (compareSegments(vp.split('.'), rp.split('.')) === -1)\n            return false;\n    }\n    // first non-zero number\n    const nonZero = r.findIndex((v) => v !== '0') + 1;\n    // pointer to where segments can be >=\n    const i = op === '~' ? 2 : nonZero > 1 ? nonZero : 1;\n    // before pointer must be equal\n    if (compareSegments(v.slice(0, i), r.slice(0, i)) !== 0)\n        return false;\n    // after pointer must be >=\n    if (compareSegments(v.slice(i), r.slice(i)) === -1)\n        return false;\n    return true;\n};\nconst semver = /^[v^~<>=]*?(\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+)(?:\\.([x*]|\\d+))?(?:-([\\da-z\\-]+(?:\\.[\\da-z\\-]+)*))?(?:\\+[\\da-z\\-]+(?:\\.[\\da-z\\-]+)*)?)?)?$/i;\nconst validateAndParse = (version) => {\n    if (typeof version !== 'string') {\n        throw new TypeError('Invalid argument expected string');\n    }\n    const match = version.match(semver);\n    if (!match) {\n        throw new Error(`Invalid argument not valid semver ('${version}' received)`);\n    }\n    match.shift();\n    return match;\n};\nconst isWildcard = (s) => s === '*' || s === 'x' || s === 'X';\nconst tryParse = (v) => {\n    const n = parseInt(v, 10);\n    return isNaN(n) ? v : n;\n};\nconst forceType = (a, b) => typeof a !== typeof b ? [String(a), String(b)] : [a, b];\nconst compareStrings = (a, b) => {\n    if (isWildcard(a) || isWildcard(b))\n        return 0;\n    const [ap, bp] = forceType(tryParse(a), tryParse(b));\n    if (ap > bp)\n        return 1;\n    if (ap < bp)\n        return -1;\n    return 0;\n};\nconst compareSegments = (a, b) => {\n    for (let i = 0; i < Math.max(a.length, b.length); i++) {\n        const r = compareStrings(a[i] || '0', b[i] || '0');\n        if (r !== 0)\n            return r;\n    }\n    return 0;\n};\nconst operatorResMap = {\n    '>': [1],\n    '>=': [0, 1],\n    '=': [0],\n    '<=': [-1, 0],\n    '<': [-1],\n};\nconst allowedOperators = Object.keys(operatorResMap);\nconst assertValidOperator = (op) => {\n    if (typeof op !== 'string') {\n        throw new TypeError(`Invalid operator type, expected string but got ${typeof op}`);\n    }\n    if (allowedOperators.indexOf(op) === -1) {\n        throw new Error(`Invalid operator, expected one of ${allowedOperators.join('|')}`);\n    }\n};\n//# sourceMappingURL=index.js.map","/* define several functions to replace jQuery methods\n * inspired by https://tobiasahlin.com/blog/move-from-jquery-to-vanilla-javascript/\n */\n\n/**\n * Execute a method if DOM has finished loading\n *\n * @param {function} callback the method to execute\n */\nexport function documentReady(callback) {\n  if (document.readyState != \"loading\") callback();\n  else document.addEventListener(\"DOMContentLoaded\", callback);\n}\n","// Define the custom behavior of the page\nimport { documentReady } from \"./mixin\";\nimport { compare, validate } from \"compare-versions\";\n\nimport \"../styles/pydata-sphinx-theme.scss\";\n\n/*******************************************************************************\n * Theme interaction\n */\n\nvar prefersDark = window.matchMedia(\"(prefers-color-scheme: dark)\");\n\n/**\n * set the the body theme to the one specified by the user browser\n *\n * @param {event} e\n */\nfunction autoTheme(e) {\n  document.documentElement.dataset.theme = prefersDark.matches\n    ? \"dark\"\n    : \"light\";\n}\n\n/**\n * Set the theme using the specified mode.\n * It can be one of [\"auto\", \"dark\", \"light\"]\n *\n * @param {str} mode\n */\nfunction setTheme(mode) {\n  if (mode !== \"light\" && mode !== \"dark\" && mode !== \"auto\") {\n    console.error(`Got invalid theme mode: ${mode}. Resetting to auto.`);\n    mode = \"auto\";\n  }\n\n  // get the theme\n  var colorScheme = prefersDark.matches ? \"dark\" : \"light\";\n  document.documentElement.dataset.mode = mode;\n  var theme = mode == \"auto\" ? colorScheme : mode;\n  document.documentElement.dataset.theme = theme;\n  // TODO: remove this line after Bootstrap upgrade\n  // v5.3 has a colors mode: https://getbootstrap.com/docs/5.3/customize/color-modes/\n  document.querySelectorAll(\".dropdown-menu\").forEach((el) => {\n    if (theme === \"dark\") {\n      el.classList.add(\"dropdown-menu-dark\");\n    } else {\n      el.classList.remove(\"dropdown-menu-dark\");\n    }\n  });\n\n  // save mode and theme\n  localStorage.setItem(\"mode\", mode);\n  localStorage.setItem(\"theme\", theme);\n  console.log(`[PST]: Changed to ${mode} mode using the ${theme} theme.`);\n\n  // add a listener if set on auto\n  prefersDark.onchange = mode == \"auto\" ? autoTheme : \"\";\n}\n\n/**\n * Change the theme option order so that clicking on the btn is always a change\n * from \"auto\"\n */\nfunction cycleMode() {\n  const defaultMode = document.documentElement.dataset.defaultMode || \"auto\";\n  const currentMode = localStorage.getItem(\"mode\") || defaultMode;\n\n  var loopArray = (arr, current) => {\n    var nextPosition = arr.indexOf(current) + 1;\n    if (nextPosition === arr.length) {\n      nextPosition = 0;\n    }\n    return arr[nextPosition];\n  };\n\n  // make sure the next theme after auto is always a change\n  var modeList = prefersDark.matches\n    ? [\"auto\", \"light\", \"dark\"]\n    : [\"auto\", \"dark\", \"light\"];\n  var newMode = loopArray(modeList, currentMode);\n  setTheme(newMode);\n}\n\n/**\n * add the theme listener on the btns of the navbar\n */\nfunction addModeListener() {\n  // the theme was set a first time using the initial mini-script\n  // running setMode will ensure the use of the dark mode if auto is selected\n  setTheme(document.documentElement.dataset.mode);\n\n  // Attach event handlers for toggling themes colors\n  document.querySelectorAll(\".theme-switch-button\").forEach((el) => {\n    el.addEventListener(\"click\", cycleMode);\n  });\n}\n\n/*******************************************************************************\n * TOC interactivity\n */\n\n/**\n * TOC sidebar - add \"active\" class to parent list\n *\n * Bootstrap's scrollspy adds the active class to the <a> link,\n * but for the automatic collapsing we need this on the parent list item.\n *\n * The event is triggered on \"window\" (and not the nav item as documented),\n * see https://github.com/twbs/bootstrap/issues/20086\n */\nfunction addTOCInteractivity() {\n  window.addEventListener(\"activate.bs.scrollspy\", function () {\n    const navLinks = document.querySelectorAll(\".bd-toc-nav a\");\n\n    navLinks.forEach((navLink) => {\n      navLink.parentElement.classList.remove(\"active\");\n    });\n\n    const activeNavLinks = document.querySelectorAll(\".bd-toc-nav a.active\");\n    activeNavLinks.forEach((navLink) => {\n      navLink.parentElement.classList.add(\"active\");\n    });\n  });\n}\n\n/*******************************************************************************\n * Scroll\n */\n\n/**\n * Navigation sidebar scrolling to active page\n */\nfunction scrollToActive() {\n  // If the docs nav doesn't exist, do nothing (e.g., on search page)\n  if (!document.querySelector(\".bd-docs-nav\")) {\n    return;\n  }\n\n  var sidebar = document.querySelector(\"div.bd-sidebar\");\n\n  // Remember the sidebar scroll position between page loads\n  // Inspired on source of revealjs.com\n  let storedScrollTop = parseInt(\n    sessionStorage.getItem(\"sidebar-scroll-top\"),\n    10\n  );\n\n  if (!isNaN(storedScrollTop)) {\n    // If we've got a saved scroll position, just use that\n    sidebar.scrollTop = storedScrollTop;\n    console.log(\"[PST]: Scrolled sidebar using stored browser position...\");\n  } else {\n    // Otherwise, calculate a position to scroll to based on the lowest `active` link\n    var sidebarNav = document.querySelector(\".bd-docs-nav\");\n    var active_pages = sidebarNav.querySelectorAll(\".active\");\n    if (active_pages.length > 0) {\n      // Use the last active page as the offset since it's the page we're on\n      var latest_active = active_pages[active_pages.length - 1];\n      var offset =\n        latest_active.getBoundingClientRect().y -\n        sidebar.getBoundingClientRect().y;\n      // Only scroll the navbar if the active link is lower than 50% of the page\n      if (latest_active.getBoundingClientRect().y > window.innerHeight * 0.5) {\n        let buffer = 0.25; // Buffer so we have some space above the scrolled item\n        sidebar.scrollTop = offset - sidebar.clientHeight * buffer;\n        console.log(\"[PST]: Scrolled sidebar using last active link...\");\n      }\n    }\n  }\n\n  // Store the sidebar scroll position\n  window.addEventListener(\"beforeunload\", () => {\n    sessionStorage.setItem(\"sidebar-scroll-top\", sidebar.scrollTop);\n  });\n}\n\n/*******************************************************************************\n * Search\n */\n\n/**\n * Find any search forms on the page and return their input element\n */\nvar findSearchInput = () => {\n  let forms = document.querySelectorAll(\"form.bd-search\");\n  if (!forms.length) {\n    // no search form found\n    return;\n  } else {\n    var form;\n    if (forms.length == 1) {\n      // there is exactly one search form (persistent or hidden)\n      form = forms[0];\n    } else {\n      // must be at least one persistent form, use the first persistent one\n      form = document.querySelector(\n        \"div:not(.search-button__search-container) > form.bd-search\"\n      );\n    }\n    return form.querySelector(\"input\");\n  }\n};\n\n/**\n * Activate the search field on the page.\n * - If there is a search field already visible it will be activated.\n * - If not, then a search field will pop up.\n */\nvar toggleSearchField = () => {\n  // Find the search input to highlight\n  let input = findSearchInput();\n\n  // if the input field is the hidden one (the one associated with the\n  // search button) then toggle the button state (to show/hide the field)\n  let searchPopupWrapper = document.querySelector(\".search-button__wrapper\");\n  let hiddenInput = searchPopupWrapper.querySelector(\"input\");\n  if (input === hiddenInput) {\n    searchPopupWrapper.classList.toggle(\"show\");\n  }\n  // when toggling off the search field, remove its focus\n  if (document.activeElement === input) {\n    input.blur();\n  } else {\n    input.focus();\n    input.select();\n    input.scrollIntoView({ block: \"center\" });\n  }\n};\n\n/**\n * Add an event listener for toggleSearchField() for Ctrl/Cmd + K\n */\nvar addEventListenerForSearchKeyboard = () => {\n  window.addEventListener(\n    \"keydown\",\n    (event) => {\n      let input = findSearchInput();\n      // toggle on Ctrl+k or ⌘+k\n      if (\n        // Ignore if shift or alt are pressed\n        !event.shiftKey &&\n        !event.altKey &&\n        // On Mac use ⌘, all other OS use Ctrl\n        (useCommandKey\n          ? event.metaKey && !event.ctrlKey\n          : !event.metaKey && event.ctrlKey) &&\n        // Case-insensitive so the shortcut still works with caps lock\n        /^k$/i.test(event.key)\n      ) {\n        event.preventDefault();\n        toggleSearchField();\n      }\n      // also allow Escape key to hide (but not show) the dynamic search field\n      else if (document.activeElement === input && /Escape/i.test(event.key)) {\n        toggleSearchField();\n      }\n    },\n    true\n  );\n};\n\n/**\n * If the user is on a Mac, use command (⌘) instead of control (ctrl) key\n *\n * Note: `navigator.platform` is deprecated; however MDN still recommends using\n * it for the one specific use case of detecting whether a keyboard shortcut\n * should use control or command:\n * https://developer.mozilla.org/en-US/docs/Web/API/Navigator/platform#examples\n */\nvar useCommandKey =\n  navigator.platform.indexOf(\"Mac\") === 0 || navigator.platform === \"iPhone\";\n\n/**\n * Change the search hint to `meta key` if we are a Mac\n */\n\nvar changeSearchShortcutKey = () => {\n  let shortcuts = document.querySelectorAll(\".search-button__kbd-shortcut\");\n  if (useCommandKey) {\n    shortcuts.forEach(\n      (f) => (f.querySelector(\"kbd.kbd-shortcut__modifier\").innerText = \"⌘\")\n    );\n  }\n};\n\n/**\n * Activate callbacks for search button popup\n */\nvar setupSearchButtons = () => {\n  changeSearchShortcutKey();\n  addEventListenerForSearchKeyboard();\n\n  // Add the search button trigger event callback\n  document.querySelectorAll(\".search-button__button\").forEach((btn) => {\n    btn.onclick = toggleSearchField;\n  });\n\n  // Add the search button overlay event callback\n  let overlay = document.querySelector(\".search-button__overlay\");\n  if (overlay) {\n    overlay.onclick = toggleSearchField;\n  }\n};\n\n/*******************************************************************************\n * Version Switcher\n * Note that this depends on two variables existing that are defined in\n * and `html-page-context` hook:\n *\n * - DOCUMENTATION_OPTIONS.pagename\n * - DOCUMENTATION_OPTIONS.theme_switcher_url\n */\n\n/**\n * Check if corresponding page path exists in other version of docs\n * and, if so, go there instead of the homepage of the other docs version\n *\n * @param {event} event the event that trigger the check\n */\nasync function checkPageExistsAndRedirect(event) {\n  // ensure we don't follow the initial link\n  event.preventDefault();\n  let currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  let tryUrl = event.currentTarget.getAttribute(\"href\");\n  let otherDocsHomepage = tryUrl.replace(currentFilePath, \"\");\n  try {\n    let head = await fetch(tryUrl, { method: \"HEAD\" });\n    if (head.ok) {\n      location.href = tryUrl; // the page exists, go there\n    } else {\n      location.href = otherDocsHomepage;\n    }\n  } catch (err) {\n    // something went wrong, probably CORS restriction, fallback to other docs homepage\n    location.href = otherDocsHomepage;\n  }\n}\n\n/**\n * Load and parse the version switcher JSON file from an absolute or relative URL.\n *\n * @param {string} url The URL to load version switcher entries from.\n */\nasync function fetchVersionSwitcherJSON(url) {\n  // first check if it's a valid URL\n  try {\n    var result = new URL(url);\n  } catch (err) {\n    if (err instanceof TypeError) {\n      // assume we got a relative path, and fix accordingly. But first, we need to\n      // use `fetch()` to follow redirects so we get the correct final base URL\n      const origin = await fetch(window.location.origin, { method: \"HEAD\" });\n      result = new URL(url, origin.url);\n    } else {\n      // something unexpected happened\n      throw err;\n    }\n  }\n  // load and return the JSON\n  const response = await fetch(result);\n  const data = await response.json();\n  return data;\n}\n\n// Populate the version switcher from the JSON data\nfunction populateVersionSwitcher(data, versionSwitcherBtns) {\n  const currentFilePath = `${DOCUMENTATION_OPTIONS.pagename}.html`;\n  versionSwitcherBtns.forEach((btn) => {\n    // Set empty strings by default so that these attributes exist and can be used in CSS selectors\n    btn.dataset[\"activeVersionName\"] = \"\";\n    btn.dataset[\"activeVersion\"] = \"\";\n  });\n  // in case there are multiple entries with the same version string, this helps us\n  // decide which entry's `name` to put on the button itself. Without this, it would\n  // always be the *last* version-matching entry; now it will be either the\n  // version-matching entry that is also marked as `\"preferred\": true`, or if that\n  // doesn't exist: the *first* version-matching entry.\n  data = data.map((entry) => {\n    // does this entry match the version that we're currently building/viewing?\n    entry.match =\n      entry.version == DOCUMENTATION_OPTIONS.theme_switcher_version_match;\n    entry.preferred = entry.preferred || false;\n    // if no custom name specified (e.g., \"latest\"), use version string\n    if (!(\"name\" in entry)) {\n      entry.name = entry.version;\n    }\n    return entry;\n  });\n  const hasMatchingPreferredEntry = data\n    .map((entry) => entry.preferred && entry.match)\n    .some(Boolean);\n  var foundMatch = false;\n  // create links to the corresponding page in the other docs versions\n  data.forEach((entry) => {\n    // create the node\n    const anchor = document.createElement(\"a\");\n    anchor.setAttribute(\n      \"class\",\n      \"dropdown-item list-group-item list-group-item-action py-1\"\n    );\n    anchor.setAttribute(\"href\", `${entry.url}${currentFilePath}`);\n    anchor.setAttribute(\"role\", \"option\");\n    const span = document.createElement(\"span\");\n    span.textContent = `${entry.name}`;\n    anchor.appendChild(span);\n    // Add dataset values for the version and name in case people want\n    // to apply CSS styling based on this information.\n    anchor.dataset[\"versionName\"] = entry.name;\n    anchor.dataset[\"version\"] = entry.version;\n    // replace dropdown button text with the preferred display name of the\n    // currently-viewed version, rather than using sphinx's {{ version }} variable.\n    // also highlight the dropdown entry for the currently-viewed version's entry\n    let matchesAndIsPreferred = hasMatchingPreferredEntry && entry.preferred;\n    let matchesAndIsFirst =\n      !hasMatchingPreferredEntry && !foundMatch && entry.match;\n    if (matchesAndIsPreferred || matchesAndIsFirst) {\n      anchor.classList.add(\"active\");\n      versionSwitcherBtns.forEach((btn) => {\n        btn.innerText = entry.name;\n        btn.dataset[\"activeVersionName\"] = entry.name;\n        btn.dataset[\"activeVersion\"] = entry.version;\n      });\n      foundMatch = true;\n    }\n    // There may be multiple version-switcher elements, e.g. one\n    // in a slide-over panel displayed on smaller screens.\n    document.querySelectorAll(\".version-switcher__menu\").forEach((menu) => {\n      // we need to clone the node for each menu, but onclick attributes are not\n      // preserved by `.cloneNode()` so we add onclick here after cloning.\n      let node = anchor.cloneNode(true);\n      node.onclick = checkPageExistsAndRedirect;\n      // on click, AJAX calls will check if the linked page exists before\n      // trying to redirect, and if not, will redirect to the homepage\n      // for that version of the docs.\n      menu.append(node);\n    });\n  });\n}\n\n/*******************************************************************************\n * Warning banner when viewing non-stable version of the docs.\n */\n\n/**\n * Show a warning banner when viewing a non-stable version of the docs.\n *\n * adapted 2023-06 from https://mne.tools/versionwarning.js, which was\n * originally adapted 2020-05 from https://scikit-learn.org/versionwarning.js\n *\n * @param {Array} data The version data used to populate the switcher menu.\n */\nfunction showVersionWarningBanner(data) {\n  var version = DOCUMENTATION_OPTIONS.VERSION;\n  // figure out what latest stable version is\n  var preferredEntries = data.filter((entry) => entry.preferred);\n  if (preferredEntries.length !== 1) {\n    const howMany = preferredEntries.length == 0 ? \"No\" : \"Multiple\";\n    console.log(\n      `[PST] ${howMany} versions marked \"preferred\" found in versions JSON, ignoring.`\n    );\n    return;\n  }\n  const preferredVersion = 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https://developer.mozilla.org/en-US/docs/Web/API/Fullscreen_API\n */\nvar toggleFullScreen = () => {\n  var isInFullScreen =\n    (document.fullscreenElement && document.fullscreenElement !== null) ||\n    (document.webkitFullscreenElement &&\n      document.webkitFullscreenElement !== null);\n  let docElm = document.documentElement;\n  if (!isInFullScreen) {\n    console.log(\"[SBT]: Entering full screen\");\n    if (docElm.requestFullscreen) {\n      docElm.requestFullscreen();\n    } else if (docElm.webkitRequestFullscreen) {\n      docElm.webkitRequestFullscreen();\n    }\n  } else {\n    console.log(\"[SBT]: Exiting full screen\");\n    if (document.exitFullscreen) {\n      document.exitFullscreen();\n    } else if (document.webkitExitFullscreen) {\n      document.webkitExitFullscreen();\n    }\n  }\n};\n\n/**\n * Manage scrolling behavior. This is primarily two things:\n *\n * 1. Hide the Table of Contents any time sidebar content is on the screen.\n *\n * This will be triggered any time a sidebar item enters or exits the screen.\n * It adds/removes items from an array if they have entered the screen, and\n * removes them when they exit the screen. It hides the TOC if anything is\n * on-screen.\n *\n * ref: https://developer.mozilla.org/en-US/docs/Web/API/Intersection_Observer_API\n *\n * 2. Add a `scrolled` class to <body> to trigger CSS changes.\n */\nvar initTocHide = () => {\n  var onScreenItems = [];\n  let hideTocCallback = (entries, observer) => {\n    // Check whether any sidebar item is displayed\n    entries.forEach((entry) => {\n      if (entry.isIntersecting) {\n        // If an element just came on screen, add it our list\n        onScreenItems.push(entry.target);\n      } else {\n        // Otherwise, if it's in our list then remove it\n        for (let ii = 0; ii < onScreenItems.length; ii++) {\n          if (onScreenItems[ii] === entry.target) {\n            onScreenItems.splice(ii, 1);\n            break;\n          }\n        }\n      }\n    });\n\n    // Hide the TOC if any margin content is displayed on the screen\n    if (onScreenItems.length > 0) {\n      document.querySelector(\"div.bd-sidebar-secondary\").classList.add(\"hide\");\n    } else {\n      document\n        .querySelector(\"div.bd-sidebar-secondary\")\n        .classList.remove(\"hide\");\n    }\n  };\n  let manageScrolledClassOnBody = (entries, observer) => {\n    // The pixel is at the top, so if we're < 0 that it means we've scrolled\n    if (entries[0].boundingClientRect.y < 0) {\n      document.body.classList.add(\"scrolled\");\n    } else {\n      document.body.classList.remove(\"scrolled\");\n    }\n  };\n\n  // Set up the intersection observer to watch all margin content\n  let options = {\n    // Trigger callback when the top of a margin item is 1/3 up the screen\n    rootMargin: \"0px 0px -33% 0px\",\n  };\n  let tocObserver = new IntersectionObserver(hideTocCallback, options);\n  // TODO: deprecate popout after v0.5.0\n  const selectorClasses = [\n    \"marginnote\",\n    \"sidenote\",\n    \"margin\",\n    \"margin-caption\",\n    \"full-width\",\n    \"sidebar\",\n    \"popout\",\n  ];\n  let marginSelector = [];\n  selectorClasses.forEach((ii) => {\n    // Use three permutations of each class name because `tag_` and `_` used to be supported\n    marginSelector.push(\n      ...[\n        `.${ii}`,\n        `.tag_${ii}`,\n        `.${ii.replace(\"-\", \"_\")}`,\n        `.tag_${ii.replace(\"-\", \"_\")}`,\n      ],\n    );\n  });\n  document.querySelectorAll(marginSelector.join(\", \")).forEach((ii) => {\n    tocObserver.observe(ii);\n  });\n\n  // Set up the observer to check if we've scrolled from top of page\n  let scrollObserver = new IntersectionObserver(manageScrolledClassOnBody);\n  scrollObserver.observe(document.querySelector(\".sbt-scroll-pixel-helper\"));\n};\n\n/**\n * Activate Thebe with a custom button click.\n */\nvar initThebeSBT = () => {\n  var title = document.querySelector(\"section h1\");\n  var sibling = title.nextElementSibling;\n  // If the next element after the title isn't a thebe button, add one now.\n  // That way it is initiatlized when thebe is first-clicked and isn't re-added after.\n  if (!sibling.classList.contains(\"thebe-launch-button\")) {\n    title.insertAdjacentHTML(\n      \"afterend\",\n      \"<button class='thebe-launch-button'></button>\",\n    );\n  }\n  // This function is provided by sphinx-thebe\n  initThebe();\n};\n\n/**\n * Add no print class to certain DOM elements\n */\n\nfunction addNoPrint() {\n  var noPrintSelector = [\n    \".bd-header-announcement\",\n    \".bd-header\",\n    \".bd-header-article\",\n    \".bd-sidebar-primary\",\n    \".bd-sidebar-secondary\",\n    \".bd-footer-article\",\n    \".bd-footer-content\",\n    \".bd-footer\",\n  ].join(\",\");\n  document.querySelectorAll(noPrintSelector).forEach((ii) => {\n    ii.classList.add(\"noprint\");\n  });\n}\n\n/**\n * Set up callback functions for UI click actions\n */\nwindow.initThebeSBT = initThebeSBT;\nwindow.toggleFullScreen = toggleFullScreen;\n\n/**\n * Set up functions to load when the DOM is ready\n */\nsbRunWhenDOMLoaded(initTocHide);\nsbRunWhenDOMLoaded(addNoPrint);\n"],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/searchtools.js b/_static/searchtools.js
new file mode 100644
index 00000000..7918c3fa
--- /dev/null
+++ b/_static/searchtools.js
@@ -0,0 +1,574 @@
+/*
+ * searchtools.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * Sphinx JavaScript utilities for the full-text search.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+"use strict";
+
+/**
+ * Simple result scoring code.
+ */
+if (typeof Scorer === "undefined") {
+  var Scorer = {
+    // Implement the following function to further tweak the score for each result
+    // The function takes a result array [docname, title, anchor, descr, score, filename]
+    // and returns the new score.
+    /*
+    score: result => {
+      const [docname, title, anchor, descr, score, filename] = result
+      return score
+    },
+    */
+
+    // query matches the full name of an object
+    objNameMatch: 11,
+    // or matches in the last dotted part of the object name
+    objPartialMatch: 6,
+    // Additive scores depending on the priority of the object
+    objPrio: {
+      0: 15, // used to be importantResults
+      1: 5, // used to be objectResults
+      2: -5, // used to be unimportantResults
+    },
+    //  Used when the priority is not in the mapping.
+    objPrioDefault: 0,
+
+    // query found in title
+    title: 15,
+    partialTitle: 7,
+    // query found in terms
+    term: 5,
+    partialTerm: 2,
+  };
+}
+
+const _removeChildren = (element) => {
+  while (element && element.lastChild) element.removeChild(element.lastChild);
+};
+
+/**
+ * See https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions#escaping
+ */
+const _escapeRegExp = (string) =>
+  string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
+
+const _displayItem = (item, searchTerms, highlightTerms) => {
+  const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
+  const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
+  const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
+  const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+  const contentRoot = document.documentElement.dataset.content_root;
+
+  const [docName, title, anchor, descr, score, _filename] = item;
+
+  let listItem = document.createElement("li");
+  let requestUrl;
+  let linkUrl;
+  if (docBuilder === "dirhtml") {
+    // dirhtml builder
+    let dirname = docName + "/";
+    if (dirname.match(/\/index\/$/))
+      dirname = dirname.substring(0, dirname.length - 6);
+    else if (dirname === "index/") dirname = "";
+    requestUrl = contentRoot + dirname;
+    linkUrl = requestUrl;
+  } else {
+    // normal html builders
+    requestUrl = contentRoot + docName + docFileSuffix;
+    linkUrl = docName + docLinkSuffix;
+  }
+  let linkEl = listItem.appendChild(document.createElement("a"));
+  linkEl.href = linkUrl + anchor;
+  linkEl.dataset.score = score;
+  linkEl.innerHTML = title;
+  if (descr) {
+    listItem.appendChild(document.createElement("span")).innerHTML =
+      " (" + descr + ")";
+    // highlight search terms in the description
+    if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+      highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+  }
+  else if (showSearchSummary)
+    fetch(requestUrl)
+      .then((responseData) => responseData.text())
+      .then((data) => {
+        if (data)
+          listItem.appendChild(
+            Search.makeSearchSummary(data, searchTerms)
+          );
+        // highlight search terms in the summary
+        if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+          highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+      });
+  Search.output.appendChild(listItem);
+};
+const _finishSearch = (resultCount) => {
+  Search.stopPulse();
+  Search.title.innerText = _("Search Results");
+  if (!resultCount)
+    Search.status.innerText = Documentation.gettext(
+      "Your search did not match any documents. Please make sure that all words are spelled correctly and that you've selected enough categories."
+    );
+  else
+    Search.status.innerText = _(
+      `Search finished, found ${resultCount} page(s) matching the search query.`
+    );
+};
+const _displayNextItem = (
+  results,
+  resultCount,
+  searchTerms,
+  highlightTerms,
+) => {
+  // results left, load the summary and display it
+  // this is intended to be dynamic (don't sub resultsCount)
+  if (results.length) {
+    _displayItem(results.pop(), searchTerms, highlightTerms);
+    setTimeout(
+      () => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
+      5
+    );
+  }
+  // search finished, update title and status message
+  else _finishSearch(resultCount);
+};
+
+/**
+ * Default splitQuery function. Can be overridden in ``sphinx.search`` with a
+ * custom function per language.
+ *
+ * The regular expression works by splitting the string on consecutive characters
+ * that are not Unicode letters, numbers, underscores, or emoji characters.
+ * This is the same as ``\W+`` in Python, preserving the surrogate pair area.
+ */
+if (typeof splitQuery === "undefined") {
+  var splitQuery = (query) => query
+      .split(/[^\p{Letter}\p{Number}_\p{Emoji_Presentation}]+/gu)
+      .filter(term => term)  // remove remaining empty strings
+}
+
+/**
+ * Search Module
+ */
+const Search = {
+  _index: null,
+  _queued_query: null,
+  _pulse_status: -1,
+
+  htmlToText: (htmlString) => {
+    const htmlElement = new DOMParser().parseFromString(htmlString, 'text/html');
+    htmlElement.querySelectorAll(".headerlink").forEach((el) => { el.remove() });
+    const docContent = htmlElement.querySelector('[role="main"]');
+    if (docContent !== undefined) return docContent.textContent;
+    console.warn(
+      "Content block not found. Sphinx search tries to obtain it via '[role=main]'. Could you check your theme or template."
+    );
+    return "";
+  },
+
+  init: () => {
+    const query = new URLSearchParams(window.location.search).get("q");
+    document
+      .querySelectorAll('input[name="q"]')
+      .forEach((el) => (el.value = query));
+    if (query) Search.performSearch(query);
+  },
+
+  loadIndex: (url) =>
+    (document.body.appendChild(document.createElement("script")).src = url),
+
+  setIndex: (index) => {
+    Search._index = index;
+    if (Search._queued_query !== null) {
+      const query = Search._queued_query;
+      Search._queued_query = null;
+      Search.query(query);
+    }
+  },
+
+  hasIndex: () => Search._index !== null,
+
+  deferQuery: (query) => (Search._queued_query = query),
+
+  stopPulse: () => (Search._pulse_status = -1),
+
+  startPulse: () => {
+    if (Search._pulse_status >= 0) return;
+
+    const pulse = () => {
+      Search._pulse_status = (Search._pulse_status + 1) % 4;
+      Search.dots.innerText = ".".repeat(Search._pulse_status);
+      if (Search._pulse_status >= 0) window.setTimeout(pulse, 500);
+    };
+    pulse();
+  },
+
+  /**
+   * perform a search for something (or wait until index is loaded)
+   */
+  performSearch: (query) => {
+    // create the required interface elements
+    const searchText = document.createElement("h2");
+    searchText.textContent = _("Searching");
+    const searchSummary = document.createElement("p");
+    searchSummary.classList.add("search-summary");
+    searchSummary.innerText = "";
+    const searchList = document.createElement("ul");
+    searchList.classList.add("search");
+
+    const out = document.getElementById("search-results");
+    Search.title = out.appendChild(searchText);
+    Search.dots = Search.title.appendChild(document.createElement("span"));
+    Search.status = out.appendChild(searchSummary);
+    Search.output = out.appendChild(searchList);
+
+    const searchProgress = document.getElementById("search-progress");
+    // Some themes don't use the search progress node
+    if (searchProgress) {
+      searchProgress.innerText = _("Preparing search...");
+    }
+    Search.startPulse();
+
+    // index already loaded, the browser was quick!
+    if (Search.hasIndex()) Search.query(query);
+    else Search.deferQuery(query);
+  },
+
+  /**
+   * execute search (requires search index to be loaded)
+   */
+  query: (query) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+    const allTitles = Search._index.alltitles;
+    const indexEntries = Search._index.indexentries;
+
+    // stem the search terms and add them to the correct list
+    const stemmer = new Stemmer();
+    const searchTerms = new Set();
+    const excludedTerms = new Set();
+    const highlightTerms = new Set();
+    const objectTerms = new Set(splitQuery(query.toLowerCase().trim()));
+    splitQuery(query.trim()).forEach((queryTerm) => {
+      const queryTermLower = queryTerm.toLowerCase();
+
+      // maybe skip this "word"
+      // stopwords array is from language_data.js
+      if (
+        stopwords.indexOf(queryTermLower) !== -1 ||
+        queryTerm.match(/^\d+$/)
+      )
+        return;
+
+      // stem the word
+      let word = stemmer.stemWord(queryTermLower);
+      // select the correct list
+      if (word[0] === "-") excludedTerms.add(word.substr(1));
+      else {
+        searchTerms.add(word);
+        highlightTerms.add(queryTermLower);
+      }
+    });
+
+    if (SPHINX_HIGHLIGHT_ENABLED) {  // set in sphinx_highlight.js
+      localStorage.setItem("sphinx_highlight_terms", [...highlightTerms].join(" "))
+    }
+
+    // console.debug("SEARCH: searching for:");
+    // console.info("required: ", [...searchTerms]);
+    // console.info("excluded: ", [...excludedTerms]);
+
+    // array of [docname, title, anchor, descr, score, filename]
+    let results = [];
+    _removeChildren(document.getElementById("search-progress"));
+
+    const queryLower = query.toLowerCase();
+    for (const [title, foundTitles] of Object.entries(allTitles)) {
+      if (title.toLowerCase().includes(queryLower) && (queryLower.length >= title.length/2)) {
+        for (const [file, id] of foundTitles) {
+          let score = Math.round(100 * queryLower.length / title.length)
+          results.push([
+            docNames[file],
+            titles[file] !== title ? `${titles[file]} > ${title}` : title,
+            id !== null ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
+
+    // search for explicit entries in index directives
+    for (const [entry, foundEntries] of Object.entries(indexEntries)) {
+      if (entry.includes(queryLower) && (queryLower.length >= entry.length/2)) {
+        for (const [file, id] of foundEntries) {
+          let score = Math.round(100 * queryLower.length / entry.length)
+          results.push([
+            docNames[file],
+            titles[file],
+            id ? "#" + id : "",
+            null,
+            score,
+            filenames[file],
+          ]);
+        }
+      }
+    }
+
+    // lookup as object
+    objectTerms.forEach((term) =>
+      results.push(...Search.performObjectSearch(term, objectTerms))
+    );
+
+    // lookup as search terms in fulltext
+    results.push(...Search.performTermsSearch(searchTerms, excludedTerms));
+
+    // let the scorer override scores with a custom scoring function
+    if (Scorer.score) results.forEach((item) => (item[4] = Scorer.score(item)));
+
+    // now sort the results by score (in opposite order of appearance, since the
+    // display function below uses pop() to retrieve items) and then
+    // alphabetically
+    results.sort((a, b) => {
+      const leftScore = a[4];
+      const rightScore = b[4];
+      if (leftScore === rightScore) {
+        // same score: sort alphabetically
+        const leftTitle = a[1].toLowerCase();
+        const rightTitle = b[1].toLowerCase();
+        if (leftTitle === rightTitle) return 0;
+        return leftTitle > rightTitle ? -1 : 1; // inverted is intentional
+      }
+      return leftScore > rightScore ? 1 : -1;
+    });
+
+    // remove duplicate search results
+    // note the reversing of results, so that in the case of duplicates, the highest-scoring entry is kept
+    let seen = new Set();
+    results = results.reverse().reduce((acc, result) => {
+      let resultStr = result.slice(0, 4).concat([result[5]]).map(v => String(v)).join(',');
+      if (!seen.has(resultStr)) {
+        acc.push(result);
+        seen.add(resultStr);
+      }
+      return acc;
+    }, []);
+
+    results = results.reverse();
+
+    // for debugging
+    //Search.lastresults = results.slice();  // a copy
+    // console.info("search results:", Search.lastresults);
+
+    // print the results
+    _displayNextItem(results, results.length, searchTerms, highlightTerms);
+  },
+
+  /**
+   * search for object names
+   */
+  performObjectSearch: (object, objectTerms) => {
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const objects = Search._index.objects;
+    const objNames = Search._index.objnames;
+    const titles = Search._index.titles;
+
+    const results = [];
+
+    const objectSearchCallback = (prefix, match) => {
+      const name = match[4]
+      const fullname = (prefix ? prefix + "." : "") + name;
+      const fullnameLower = fullname.toLowerCase();
+      if (fullnameLower.indexOf(object) < 0) return;
+
+      let score = 0;
+      const parts = fullnameLower.split(".");
+
+      // check for different match types: exact matches of full name or
+      // "last name" (i.e. last dotted part)
+      if (fullnameLower === object || parts.slice(-1)[0] === object)
+        score += Scorer.objNameMatch;
+      else if (parts.slice(-1)[0].indexOf(object) > -1)
+        score += Scorer.objPartialMatch; // matches in last name
+
+      const objName = objNames[match[1]][2];
+      const title = titles[match[0]];
+
+      // If more than one term searched for, we require other words to be
+      // found in the name/title/description
+      const otherTerms = new Set(objectTerms);
+      otherTerms.delete(object);
+      if (otherTerms.size > 0) {
+        const haystack = `${prefix} ${name} ${objName} ${title}`.toLowerCase();
+        if (
+          [...otherTerms].some((otherTerm) => haystack.indexOf(otherTerm) < 0)
+        )
+          return;
+      }
+
+      let anchor = match[3];
+      if (anchor === "") anchor = fullname;
+      else if (anchor === "-") anchor = objNames[match[1]][1] + "-" + fullname;
+
+      const descr = objName + _(", in ") + title;
+
+      // add custom score for some objects according to scorer
+      if (Scorer.objPrio.hasOwnProperty(match[2]))
+        score += Scorer.objPrio[match[2]];
+      else score += Scorer.objPrioDefault;
+
+      results.push([
+        docNames[match[0]],
+        fullname,
+        "#" + anchor,
+        descr,
+        score,
+        filenames[match[0]],
+      ]);
+    };
+    Object.keys(objects).forEach((prefix) =>
+      objects[prefix].forEach((array) =>
+        objectSearchCallback(prefix, array)
+      )
+    );
+    return results;
+  },
+
+  /**
+   * search for full-text terms in the index
+   */
+  performTermsSearch: (searchTerms, excludedTerms) => {
+    // prepare search
+    const terms = Search._index.terms;
+    const titleTerms = Search._index.titleterms;
+    const filenames = Search._index.filenames;
+    const docNames = Search._index.docnames;
+    const titles = Search._index.titles;
+
+    const scoreMap = new Map();
+    const fileMap = new Map();
+
+    // perform the search on the required terms
+    searchTerms.forEach((word) => {
+      const files = [];
+      const arr = [
+        { files: terms[word], score: Scorer.term },
+        { files: titleTerms[word], score: Scorer.title },
+      ];
+      // add support for partial matches
+      if (word.length > 2) {
+        const escapedWord = _escapeRegExp(word);
+        Object.keys(terms).forEach((term) => {
+          if (term.match(escapedWord) && !terms[word])
+            arr.push({ files: terms[term], score: Scorer.partialTerm });
+        });
+        Object.keys(titleTerms).forEach((term) => {
+          if (term.match(escapedWord) && !titleTerms[word])
+            arr.push({ files: titleTerms[word], score: Scorer.partialTitle });
+        });
+      }
+
+      // no match but word was a required one
+      if (arr.every((record) => record.files === undefined)) return;
+
+      // found search word in contents
+      arr.forEach((record) => {
+        if (record.files === undefined) return;
+
+        let recordFiles = record.files;
+        if (recordFiles.length === undefined) recordFiles = [recordFiles];
+        files.push(...recordFiles);
+
+        // set score for the word in each file
+        recordFiles.forEach((file) => {
+          if (!scoreMap.has(file)) scoreMap.set(file, {});
+          scoreMap.get(file)[word] = record.score;
+        });
+      });
+
+      // create the mapping
+      files.forEach((file) => {
+        if (fileMap.has(file) && fileMap.get(file).indexOf(word) === -1)
+          fileMap.get(file).push(word);
+        else fileMap.set(file, [word]);
+      });
+    });
+
+    // now check if the files don't contain excluded terms
+    const results = [];
+    for (const [file, wordList] of fileMap) {
+      // check if all requirements are matched
+
+      // as search terms with length < 3 are discarded
+      const filteredTermCount = [...searchTerms].filter(
+        (term) => term.length > 2
+      ).length;
+      if (
+        wordList.length !== searchTerms.size &&
+        wordList.length !== filteredTermCount
+      )
+        continue;
+
+      // ensure that none of the excluded terms is in the search result
+      if (
+        [...excludedTerms].some(
+          (term) =>
+            terms[term] === file ||
+            titleTerms[term] === file ||
+            (terms[term] || []).includes(file) ||
+            (titleTerms[term] || []).includes(file)
+        )
+      )
+        break;
+
+      // select one (max) score for the file.
+      const score = Math.max(...wordList.map((w) => scoreMap.get(file)[w]));
+      // add result to the result list
+      results.push([
+        docNames[file],
+        titles[file],
+        "",
+        null,
+        score,
+        filenames[file],
+      ]);
+    }
+    return results;
+  },
+
+  /**
+   * helper function to return a node containing the
+   * search summary for a given text. keywords is a list
+   * of stemmed words.
+   */
+  makeSearchSummary: (htmlText, keywords) => {
+    const text = Search.htmlToText(htmlText);
+    if (text === "") return null;
+
+    const textLower = text.toLowerCase();
+    const actualStartPosition = [...keywords]
+      .map((k) => textLower.indexOf(k.toLowerCase()))
+      .filter((i) => i > -1)
+      .slice(-1)[0];
+    const startWithContext = Math.max(actualStartPosition - 120, 0);
+
+    const top = startWithContext === 0 ? "" : "...";
+    const tail = startWithContext + 240 < text.length ? "..." : "";
+
+    let summary = document.createElement("p");
+    summary.classList.add("context");
+    summary.textContent = top + text.substr(startWithContext, 240).trim() + tail;
+
+    return summary;
+  },
+};
+
+_ready(Search.init);
diff --git a/_static/sphinx-thebe.css b/_static/sphinx-thebe.css
new file mode 100644
index 00000000..1da27930
--- /dev/null
+++ b/_static/sphinx-thebe.css
@@ -0,0 +1,129 @@
+/* Thebelab Buttons */
+.thebelab-button {
+  z-index: 999;
+  display: inline-block;
+  padding: 0.35em 1.2em;
+  margin: 0px 1px;
+  border-radius: 0.12em;
+  box-sizing: border-box;
+  text-decoration: none;
+  font-family: "Roboto", sans-serif;
+  font-weight: 300;
+  text-align: center;
+  transition: all 0.2s;
+  background-color: #dddddd;
+  border: 0.05em solid white;
+  color: #000000;
+}
+
+.thebelab-button:hover {
+  border: 0.05em solid black;
+  background-color: #fcfcfc;
+}
+
+.thebe-launch-button {
+  height: 2.2em;
+  font-size: 0.8em;
+  border: 1px black solid;
+}
+
+/* Thebelab Cell */
+.thebelab-cell pre {
+  background: none;
+}
+
+.thebelab-cell .thebelab-input {
+  padding-left: 1em;
+  margin-bottom: 0.5em;
+  margin-top: 0.5em;
+}
+
+.thebelab-cell .jp-OutputArea {
+  margin-top: 0.5em;
+  margin-left: 1em;
+}
+
+button.thebelab-button.thebelab-run-button {
+  margin-left: 1.5em;
+  margin-bottom: 0.5em;
+}
+
+/* Loading button */
+button.thebe-launch-button div.spinner {
+  float: left;
+  margin-right: 1em;
+}
+
+/* Remove the spinner when thebelab is ready */
+.thebe-launch-button.thebe-status-ready .spinner {
+  display: none;
+}
+
+.thebe-launch-button span.status {
+  font-family: monospace;
+  font-weight: bold;
+}
+
+.thebe-launch-button.thebe-status-ready span.status {
+  color: green;
+}
+
+.spinner {
+  height: 2em;
+  text-align: center;
+  font-size: 0.7em;
+}
+
+.spinner > div {
+  background-color: #f37726;
+  height: 100%;
+  width: 6px;
+  display: inline-block;
+
+  -webkit-animation: sk-stretchdelay 1.2s infinite ease-in-out;
+  animation: sk-stretchdelay 1.2s infinite ease-in-out;
+}
+
+.spinner .rect2 {
+  -webkit-animation-delay: -1.1s;
+  animation-delay: -1.1s;
+}
+
+.spinner .rect3 {
+  -webkit-animation-delay: -1s;
+  animation-delay: -1s;
+}
+
+.spinner .rect4 {
+  -webkit-animation-delay: -0.9s;
+  animation-delay: -0.9s;
+}
+
+.spinner .rect5 {
+  -webkit-animation-delay: -0.8s;
+  animation-delay: -0.8s;
+}
+
+@-webkit-keyframes sk-stretchdelay {
+  0%,
+  40%,
+  100% {
+    -webkit-transform: scaleY(0.4);
+  }
+  20% {
+    -webkit-transform: scaleY(1);
+  }
+}
+
+@keyframes sk-stretchdelay {
+  0%,
+  40%,
+  100% {
+    transform: scaleY(0.4);
+    -webkit-transform: scaleY(0.4);
+  }
+  20% {
+    transform: scaleY(1);
+    -webkit-transform: scaleY(1);
+  }
+}
diff --git a/_static/sphinx-thebe.js b/_static/sphinx-thebe.js
new file mode 100644
index 00000000..d92b1d3b
--- /dev/null
+++ b/_static/sphinx-thebe.js
@@ -0,0 +1,127 @@
+/**
+ * Add attributes to Thebe blocks to initialize thebe properly
+ */
+var configureThebe = () => {
+  // Load thebe config in case we want to update it as some point
+  console.log("[sphinx-thebe]: Loading thebe config...");
+  thebe_config = document.querySelector("script[type=\"text/x-thebe-config\"]");
+
+  // If we already detect a Thebe cell, don't re-run
+  if (document.querySelectorAll("div.thebe-cell").length > 0) {
+    return;
+  }
+
+  // Update thebe buttons with loading message
+  document.querySelectorAll(".thebe-launch-button").forEach((button) => {
+    button.innerHTML = `
+        <div class="spinner">
+            <div class="rect1"></div>
+            <div class="rect2"></div>
+            <div class="rect3"></div>
+            <div class="rect4"></div>
+        </div>
+        <span class="loading-text"></span>`;
+  });
+
+  // Set thebe event hooks
+  var thebeStatus;
+  thebelab.on("status", function (evt, data) {
+    console.log("Status changed:", data.status, data.message);
+
+    const button = document.querySelector(".thebe-launch-button ");
+    button.classList.replace(
+	    `thebe-status-${thebeStatus}`, 
+	    `thebe-status-${data.status}`
+    )
+    button.querySelector(".loading-text")
+      .innerHTML = (
+        `<span class='launch_msg'>Launching from mybinder.org: </span>
+	 <span class='status'>${data.status}</span>`
+      );
+
+    // Now update our thebe status
+    thebeStatus = data.status;
+
+    // Find any cells with an initialization tag and ask thebe to run them when ready
+    if (data.status === "ready") {
+      var thebeInitCells = document.querySelectorAll(
+        ".thebe-init, .tag_thebe-init"
+      );
+      thebeInitCells.forEach((cell) => {
+        console.log("Initializing Thebe with cell: " + cell.id);
+        cell.querySelector(".thebelab-run-button").click();
+      });
+    }
+  });
+};
+
+/**
+ * Update the page DOM to use Thebe elements
+ */
+var modifyDOMForThebe = () => {
+  // Find all code cells, replace with Thebe interactive code cells
+  const codeCells = document.querySelectorAll(thebe_selector);
+  codeCells.forEach((codeCell, index) => {
+    const codeCellId = (index) => `codecell${index}`;
+    codeCell.id = codeCellId(index);
+    codeCellText = codeCell.querySelector(thebe_selector_input);
+    codeCellOutput = codeCell.querySelector(thebe_selector_output);
+
+    // Clean up the language to make it work w/ CodeMirror and add it to the cell
+    dataLanguage = detectLanguage(kernelName);
+
+    // Re-arrange the cell and add metadata
+    if (codeCellText) {
+      codeCellText.setAttribute("data-language", dataLanguage);
+      codeCellText.setAttribute("data-executable", "true");
+
+      // If we had an output, insert it just after the `pre` cell
+      if (codeCellOutput) {
+        codeCellOutput.setAttribute("data-output", "");
+        codeCellText.insertAdjacentElement('afterend', codeCellOutput);
+      }
+    }
+
+    // Remove sphinx-copybutton blocks, which are common in Sphinx
+    codeCell.querySelectorAll("button.copybtn").forEach((el) => {
+      el.remove();
+    });
+  });
+};
+
+var initThebe = () => {
+  // Load thebe dynamically if it's not already loaded
+  if (typeof thebelab === "undefined") {
+    console.log("[sphinx-thebe]: Loading thebe from CDN...");
+    document.querySelector(".thebe-launch-button ").innerText = "Loading thebe from CDN...";
+
+    const script = document.createElement("script");
+    script.src = `${THEBE_JS_URL}`;
+    document.head.appendChild(script);
+
+    // Runs once the script has finished loading
+    script.addEventListener("load", () => {
+      console.log("[sphinx-thebe]: Finished loading thebe from CDN...");
+      configureThebe();
+      modifyDOMForThebe();
+      thebelab.bootstrap();
+    });
+  } else {
+    console.log(
+      "[sphinx-thebe]: thebe already loaded, not loading from CDN..."
+    );
+    configureThebe();
+    modifyDOMForThebe();
+    thebelab.bootstrap();
+  }
+};
+
+// Helper function to munge the language name
+var detectLanguage = (language) => {
+  if (language.indexOf("python") > -1) {
+    language = "python";
+  } else if (language === "ir") {
+    language = "r";
+  }
+  return language;
+};
diff --git a/_static/sphinx_highlight.js b/_static/sphinx_highlight.js
new file mode 100644
index 00000000..8a96c69a
--- /dev/null
+++ b/_static/sphinx_highlight.js
@@ -0,0 +1,154 @@
+/* Highlighting utilities for Sphinx HTML documentation. */
+"use strict";
+
+const SPHINX_HIGHLIGHT_ENABLED = true
+
+/**
+ * highlight a given string on a node by wrapping it in
+ * span elements with the given class name.
+ */
+const _highlight = (node, addItems, text, className) => {
+  if (node.nodeType === Node.TEXT_NODE) {
+    const val = node.nodeValue;
+    const parent = node.parentNode;
+    const pos = val.toLowerCase().indexOf(text);
+    if (
+      pos >= 0 &&
+      !parent.classList.contains(className) &&
+      !parent.classList.contains("nohighlight")
+    ) {
+      let span;
+
+      const closestNode = parent.closest("body, svg, foreignObject");
+      const isInSVG = closestNode && closestNode.matches("svg");
+      if (isInSVG) {
+        span = document.createElementNS("http://www.w3.org/2000/svg", "tspan");
+      } else {
+        span = document.createElement("span");
+        span.classList.add(className);
+      }
+
+      span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      const rest = document.createTextNode(val.substr(pos + text.length));
+      parent.insertBefore(
+        span,
+        parent.insertBefore(
+          rest,
+          node.nextSibling
+        )
+      );
+      node.nodeValue = val.substr(0, pos);
+      /* There may be more occurrences of search term in this node. So call this
+       * function recursively on the remaining fragment.
+       */
+      _highlight(rest, addItems, text, className);
+
+      if (isInSVG) {
+        const rect = document.createElementNS(
+          "http://www.w3.org/2000/svg",
+          "rect"
+        );
+        const bbox = parent.getBBox();
+        rect.x.baseVal.value = bbox.x;
+        rect.y.baseVal.value = bbox.y;
+        rect.width.baseVal.value = bbox.width;
+        rect.height.baseVal.value = bbox.height;
+        rect.setAttribute("class", className);
+        addItems.push({ parent: parent, target: rect });
+      }
+    }
+  } else if (node.matches && !node.matches("button, select, textarea")) {
+    node.childNodes.forEach((el) => _highlight(el, addItems, text, className));
+  }
+};
+const _highlightText = (thisNode, text, className) => {
+  let addItems = [];
+  _highlight(thisNode, addItems, text, className);
+  addItems.forEach((obj) =>
+    obj.parent.insertAdjacentElement("beforebegin", obj.target)
+  );
+};
+
+/**
+ * Small JavaScript module for the documentation.
+ */
+const SphinxHighlight = {
+
+  /**
+   * highlight the search words provided in localstorage in the text
+   */
+  highlightSearchWords: () => {
+    if (!SPHINX_HIGHLIGHT_ENABLED) return;  // bail if no highlight
+
+    // get and clear terms from localstorage
+    const url = new URL(window.location);
+    const highlight =
+        localStorage.getItem("sphinx_highlight_terms")
+        || url.searchParams.get("highlight")
+        || "";
+    localStorage.removeItem("sphinx_highlight_terms")
+    url.searchParams.delete("highlight");
+    window.history.replaceState({}, "", url);
+
+    // get individual terms from highlight string
+    const terms = highlight.toLowerCase().split(/\s+/).filter(x => x);
+    if (terms.length === 0) return; // nothing to do
+
+    // There should never be more than one element matching "div.body"
+    const divBody = document.querySelectorAll("div.body");
+    const body = divBody.length ? divBody[0] : document.querySelector("body");
+    window.setTimeout(() => {
+      terms.forEach((term) => _highlightText(body, term, "highlighted"));
+    }, 10);
+
+    const searchBox = document.getElementById("searchbox");
+    if (searchBox === null) return;
+    searchBox.appendChild(
+      document
+        .createRange()
+        .createContextualFragment(
+          '<p class="highlight-link">' +
+            '<a href="javascript:SphinxHighlight.hideSearchWords()">' +
+            _("Hide Search Matches") +
+            "</a></p>"
+        )
+    );
+  },
+
+  /**
+   * helper function to hide the search marks again
+   */
+  hideSearchWords: () => {
+    document
+      .querySelectorAll("#searchbox .highlight-link")
+      .forEach((el) => el.remove());
+    document
+      .querySelectorAll("span.highlighted")
+      .forEach((el) => el.classList.remove("highlighted"));
+    localStorage.removeItem("sphinx_highlight_terms")
+  },
+
+  initEscapeListener: () => {
+    // only install a listener if it is really needed
+    if (!DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS) return;
+
+    document.addEventListener("keydown", (event) => {
+      // bail for input elements
+      if (BLACKLISTED_KEY_CONTROL_ELEMENTS.has(document.activeElement.tagName)) return;
+      // bail with special keys
+      if (event.shiftKey || event.altKey || event.ctrlKey || event.metaKey) return;
+      if (DOCUMENTATION_OPTIONS.ENABLE_SEARCH_SHORTCUTS && (event.key === "Escape")) {
+        SphinxHighlight.hideSearchWords();
+        event.preventDefault();
+      }
+    });
+  },
+};
+
+_ready(() => {
+  /* Do not call highlightSearchWords() when we are on the search page.
+   * It will highlight words from the *previous* search query.
+   */
+  if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords();
+  SphinxHighlight.initEscapeListener();
+});
diff --git a/_static/styles/bootstrap.css b/_static/styles/bootstrap.css
new file mode 100644
index 00000000..82b03c0c
--- /dev/null
+++ b/_static/styles/bootstrap.css
@@ -0,0 +1,6 @@
+/*!
+ * Bootstrap  v5.3.2 (https://getbootstrap.com/)
+ * Copyright 2011-2023 The Bootstrap Authors
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)
+ */:root,[data-bs-theme=light]{--bs-blue:#0d6efd;--bs-indigo:#6610f2;--bs-purple:#6f42c1;--bs-pink:#d63384;--bs-red:#dc3545;--bs-orange:#fd7e14;--bs-yellow:#ffc107;--bs-green:#198754;--bs-teal:#20c997;--bs-cyan:#0dcaf0;--bs-black:#000;--bs-white:#fff;--bs-gray:#6c757d;--bs-gray-dark:#343a40;--bs-gray-100:#f8f9fa;--bs-gray-200:#e9ecef;--bs-gray-300:#dee2e6;--bs-gray-400:#ced4da;--bs-gray-500:#adb5bd;--bs-gray-600:#6c757d;--bs-gray-700:#495057;--bs-gray-800:#343a40;--bs-gray-900:#212529;--bs-primary:#0d6efd;--bs-secondary:#6c757d;--bs-success:#198754;--bs-info:#0dcaf0;--bs-warning:#ffc107;--bs-danger:#dc3545;--bs-light:#f8f9fa;--bs-dark:#212529;--bs-primary-rgb:13,110,253;--bs-secondary-rgb:108,117,125;--bs-success-rgb:25,135,84;--bs-info-rgb:13,202,240;--bs-warning-rgb:255,193,7;--bs-danger-rgb:220,53,69;--bs-light-rgb:248,249,250;--bs-dark-rgb:33,37,41;--bs-primary-text-emphasis:#052c65;--bs-secondary-text-emphasis:#2b2f32;--bs-success-text-emphasis:#0a3622;--bs-info-text-emphasis:#055160;--bs-warning-text-emphasis:#664d03;--bs-danger-text-emphasis:#58151c;--bs-light-text-emphasis:#495057;--bs-dark-text-emphasis:#495057;--bs-primary-bg-subtle:#cfe2ff;--bs-secondary-bg-subtle:#e2e3e5;--bs-success-bg-subtle:#d1e7dd;--bs-info-bg-subtle:#cff4fc;--bs-warning-bg-subtle:#fff3cd;--bs-danger-bg-subtle:#f8d7da;--bs-light-bg-subtle:#fcfcfd;--bs-dark-bg-subtle:#ced4da;--bs-primary-border-subtle:#9ec5fe;--bs-secondary-border-subtle:#c4c8cb;--bs-success-border-subtle:#a3cfbb;--bs-info-border-subtle:#9eeaf9;--bs-warning-border-subtle:#ffe69c;--bs-danger-border-subtle:#f1aeb5;--bs-light-border-subtle:#e9ecef;--bs-dark-border-subtle:#adb5bd;--bs-white-rgb:255,255,255;--bs-black-rgb:0,0,0;--bs-font-sans-serif:system-ui,-apple-system,"Segoe UI",Roboto,"Helvetica Neue","Noto Sans","Liberation Sans",Arial,sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--bs-font-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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.accordion-collapse{border-bottom-left-radius:var(--bs-accordion-border-radius);border-bottom-right-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-left:0;border-radius:0;border-right:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button:after{--bs-accordion-btn-icon:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3E%3Cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 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var(--bs-breadcrumb-padding-x)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item:before{color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider,"/");float:left;padding-right:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x:0.75rem;--bs-pagination-padding-y:0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color:var(--bs-link-color);--bs-pagination-bg:var(--bs-body-bg);--bs-pagination-border-width:var(--bs-border-width);--bs-pagination-border-color:var(--bs-border-color);--bs-pagination-border-radius:var(--bs-border-radius);--bs-pagination-hover-color:var(--bs-link-hover-color);--bs-pagination-hover-bg:var(--bs-tertiary-bg);--bs-pagination-hover-border-color:var(--bs-border-color);--bs-pagination-focus-color:var(--bs-link-hover-color);--bs-pagination-focus-bg:var(--bs-secondary-bg);--bs-pagination-focus-box-shadow:0 0 0 0.25rem rgba(13,110,253,.25);--bs-pagination-active-color:#fff;--bs-pagination-active-bg:#0d6efd;--bs-pagination-active-border-color:#0d6efd;--bs-pagination-disabled-color:var(--bs-secondary-color);--bs-pagination-disabled-bg:var(--bs-secondary-bg);--bs-pagination-disabled-border-color:var(--bs-border-color);display:flex;list-style:none;padding-left:0}.page-link{background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);color:var(--bs-pagination-color);display:block;font-size:var(--bs-pagination-font-size);padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);position:relative;text-decoration:none;transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s 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.page-link{border-bottom-right-radius:var(--bs-pagination-border-radius);border-top-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x:1.5rem;--bs-pagination-padding-y:0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius:var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x:0.5rem;--bs-pagination-padding-y:0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius:var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x:0.65em;--bs-badge-padding-y:0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight:700;--bs-badge-color:#fff;--bs-badge-border-radius:var(--bs-border-radius);border-radius:var(--bs-badge-border-radius);color:var(--bs-badge-color);display:inline-block;font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);text-align:center;vertical-align:baseline;white-space:nowrap}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg:transparent;--bs-alert-padding-x:1rem;--bs-alert-padding-y:1rem;--bs-alert-margin-bottom:1rem;--bs-alert-color:inherit;--bs-alert-border-color:transparent;--bs-alert-border:var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius:var(--bs-border-radius);--bs-alert-link-color:inherit;background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius);color:var(--bs-alert-color);margin-bottom:var(--bs-alert-margin-bottom);padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);position:relative}.alert-heading{color:inherit}.alert-link{color:var(--bs-alert-link-color);font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{padding:1.25rem 1rem;position:absolute;right:0;top:0;z-index:2}.alert-primary{--bs-alert-color:var(--bs-primary-text-emphasis);--bs-alert-bg:var(--bs-primary-bg-subtle);--bs-alert-border-color:var(--bs-primary-border-subtle);--bs-alert-link-color:var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color:var(--bs-secondary-text-emphasis);--bs-alert-bg:var(--bs-secondary-bg-subtle);--bs-alert-border-color:var(--bs-secondary-border-subtle);--bs-alert-link-color:var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color:var(--bs-success-text-emphasis);--bs-alert-bg:var(--bs-success-bg-subtle);--bs-alert-border-color:var(--bs-success-border-subtle);--bs-alert-link-color:var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color:var(--bs-info-text-emphasis);--bs-alert-bg:var(--bs-info-bg-subtle);--bs-alert-border-color:var(--bs-info-border-subtle);--bs-alert-link-color:var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color:var(--bs-warning-text-emphasis);--bs-alert-bg:var(--bs-warning-bg-subtle);--bs-alert-border-color:var(--bs-warning-border-subtle);--bs-alert-link-color:var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color:var(--bs-danger-text-emphasis);--bs-alert-bg:var(--bs-danger-bg-subtle);--bs-alert-border-color:var(--bs-danger-border-subtle);--bs-alert-link-color:var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color:var(--bs-light-text-emphasis);--bs-alert-bg:var(--bs-light-bg-subtle);--bs-alert-border-color:var(--bs-light-border-subtle);--bs-alert-link-color:var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color:var(--bs-dark-text-emphasis);--bs-alert-bg:var(--bs-dark-bg-subtle);--bs-alert-border-color:var(--bs-dark-border-subtle);--bs-alert-link-color:var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height:1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg:var(--bs-secondary-bg);--bs-progress-border-radius:var(--bs-border-radius);--bs-progress-box-shadow:var(--bs-box-shadow-inset);--bs-progress-bar-color:#fff;--bs-progress-bar-bg:#0d6efd;--bs-progress-bar-transition:width 0.6s ease;background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius);display:flex;font-size:var(--bs-progress-font-size);height:var(--bs-progress-height);overflow:hidden}.progress-bar{background-color:var(--bs-progress-bar-bg);color:var(--bs-progress-bar-color);display:flex;flex-direction:column;justify-content:center;overflow:hidden;text-align:center;transition:var(--bs-progress-bar-transition);white-space:nowrap}@media(prefers-reduced-motion:reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg,hsla(0,0%,100%,.15) 25%,transparent 0,transparent 50%,hsla(0,0%,100%,.15) 0,hsla(0,0%,100%,.15) 75%,transparent 0,transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:progress-bar-stripes 1s linear infinite}@media(prefers-reduced-motion:reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color:var(--bs-body-color);--bs-list-group-bg:var(--bs-body-bg);--bs-list-group-border-color:var(--bs-border-color);--bs-list-group-border-width:var(--bs-border-width);--bs-list-group-border-radius:var(--bs-border-radius);--bs-list-group-item-padding-x:1rem;--bs-list-group-item-padding-y:0.5rem;--bs-list-group-action-color:var(--bs-secondary-color);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-tertiary-bg);--bs-list-group-action-active-color:var(--bs-body-color);--bs-list-group-action-active-bg:var(--bs-secondary-bg);--bs-list-group-disabled-color:var(--bs-secondary-color);--bs-list-group-disabled-bg:var(--bs-body-bg);--bs-list-group-active-color:#fff;--bs-list-group-active-bg:#0d6efd;--bs-list-group-active-border-color:#0d6efd;border-radius:var(--bs-list-group-border-radius);display:flex;flex-direction:column;margin-bottom:0;padding-left:0}.list-group-numbered{counter-reset:section;list-style-type:none}.list-group-numbered>.list-group-item:before{content:counters(section,".") ". ";counter-increment:section}.list-group-item-action{color:var(--bs-list-group-action-color);text-align:inherit;width:100%}.list-group-item-action:focus,.list-group-item-action:hover{background-color:var(--bs-list-group-action-hover-bg);color:var(--bs-list-group-action-hover-color);text-decoration:none;z-index:1}.list-group-item-action:active{background-color:var(--bs-list-group-action-active-bg);color:var(--bs-list-group-action-active-color)}.list-group-item{background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color);color:var(--bs-list-group-color);display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);position:relative;text-decoration:none}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-left-radius:inherit;border-bottom-right-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{background-color:var(--bs-list-group-disabled-bg);color:var(--bs-list-group-disabled-color);pointer-events:none}.list-group-item.active{background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color);color:var(--bs-list-group-active-color);z-index:2}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{border-top-width:var(--bs-list-group-border-width);margin-top:calc(var(--bs-list-group-border-width)*-1)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}@media(min-width:540px){.list-group-horizontal-sm{flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:720px){.list-group-horizontal-md{flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-md>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:960px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}@media(min-width:1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-bottom-left-radius:0;border-top-right-radius:var(--bs-list-group-border-radius)}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-left-width:0;border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{border-left-width:var(--bs-list-group-border-width);margin-left:calc(var(--bs-list-group-border-width)*-1)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color:var(--bs-primary-text-emphasis);--bs-list-group-bg:var(--bs-primary-bg-subtle);--bs-list-group-border-color:var(--bs-primary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-primary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-primary-border-subtle);--bs-list-group-active-color:var(--bs-primary-bg-subtle);--bs-list-group-active-bg:var(--bs-primary-text-emphasis);--bs-list-group-active-border-color:var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color:var(--bs-secondary-text-emphasis);--bs-list-group-bg:var(--bs-secondary-bg-subtle);--bs-list-group-border-color:var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-secondary-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-secondary-border-subtle);--bs-list-group-active-color:var(--bs-secondary-bg-subtle);--bs-list-group-active-bg:var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color:var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color:var(--bs-success-text-emphasis);--bs-list-group-bg:var(--bs-success-bg-subtle);--bs-list-group-border-color:var(--bs-success-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-success-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-success-border-subtle);--bs-list-group-active-color:var(--bs-success-bg-subtle);--bs-list-group-active-bg:var(--bs-success-text-emphasis);--bs-list-group-active-border-color:var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color:var(--bs-info-text-emphasis);--bs-list-group-bg:var(--bs-info-bg-subtle);--bs-list-group-border-color:var(--bs-info-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-info-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-info-border-subtle);--bs-list-group-active-color:var(--bs-info-bg-subtle);--bs-list-group-active-bg:var(--bs-info-text-emphasis);--bs-list-group-active-border-color:var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color:var(--bs-warning-text-emphasis);--bs-list-group-bg:var(--bs-warning-bg-subtle);--bs-list-group-border-color:var(--bs-warning-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-warning-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-warning-border-subtle);--bs-list-group-active-color:var(--bs-warning-bg-subtle);--bs-list-group-active-bg:var(--bs-warning-text-emphasis);--bs-list-group-active-border-color:var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color:var(--bs-danger-text-emphasis);--bs-list-group-bg:var(--bs-danger-bg-subtle);--bs-list-group-border-color:var(--bs-danger-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-danger-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-danger-border-subtle);--bs-list-group-active-color:var(--bs-danger-bg-subtle);--bs-list-group-active-bg:var(--bs-danger-text-emphasis);--bs-list-group-active-border-color:var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color:var(--bs-light-text-emphasis);--bs-list-group-bg:var(--bs-light-bg-subtle);--bs-list-group-border-color:var(--bs-light-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-light-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-light-border-subtle);--bs-list-group-active-color:var(--bs-light-bg-subtle);--bs-list-group-active-bg:var(--bs-light-text-emphasis);--bs-list-group-active-border-color:var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color:var(--bs-dark-text-emphasis);--bs-list-group-bg:var(--bs-dark-bg-subtle);--bs-list-group-border-color:var(--bs-dark-border-subtle);--bs-list-group-action-hover-color:var(--bs-emphasis-color);--bs-list-group-action-hover-bg:var(--bs-dark-border-subtle);--bs-list-group-action-active-color:var(--bs-emphasis-color);--bs-list-group-action-active-bg:var(--bs-dark-border-subtle);--bs-list-group-active-color:var(--bs-dark-bg-subtle);--bs-list-group-active-bg:var(--bs-dark-text-emphasis);--bs-list-group-active-border-color:var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color:#000;--bs-btn-close-bg:url("data:image/svg+xml;charset=utf-8,%3Csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'%3E%3Cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3E%3C/svg%3E");--bs-btn-close-opacity:0.5;--bs-btn-close-hover-opacity:0.75;--bs-btn-close-focus-shadow:0 0 0 0.25rem rgba(13,110,253,.25);--bs-btn-close-focus-opacity:1;--bs-btn-close-disabled-opacity:0.25;--bs-btn-close-white-filter:invert(1) grayscale(100%) brightness(200%);background:transparent var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;border-radius:.375rem;box-sizing:content-box;height:1em;opacity:var(--bs-btn-close-opacity);padding:.25em;width:1em}.btn-close,.btn-close:hover{color:var(--bs-btn-close-color)}.btn-close:hover{opacity:var(--bs-btn-close-hover-opacity);text-decoration:none}.btn-close:focus{box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity);outline:0}.btn-close.disabled,.btn-close:disabled{opacity:var(--bs-btn-close-disabled-opacity);pointer-events:none;user-select:none}.btn-close-white,[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex:1090;--bs-toast-padding-x:0.75rem;--bs-toast-padding-y:0.5rem;--bs-toast-spacing:1.5rem;--bs-toast-max-width:350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg:rgba(var(--bs-body-bg-rgb),0.85);--bs-toast-border-width:var(--bs-border-width);--bs-toast-border-color:var(--bs-border-color-translucent);--bs-toast-border-radius:var(--bs-border-radius);--bs-toast-box-shadow:var(--bs-box-shadow);--bs-toast-header-color:var(--bs-secondary-color);--bs-toast-header-bg:rgba(var(--bs-body-bg-rgb),0.85);--bs-toast-header-border-color:var(--bs-border-color-translucent);background-clip:padding-box;background-color:var(--bs-toast-bg);border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);border-radius:var(--bs-toast-border-radius);box-shadow:var(--bs-toast-box-shadow);color:var(--bs-toast-color);font-size:var(--bs-toast-font-size);max-width:100%;pointer-events:auto;width:var(--bs-toast-max-width)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex:1090;max-width:100%;pointer-events:none;position:absolute;width:max-content;z-index:var(--bs-toast-zindex)}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{align-items:center;background-clip:padding-box;background-color:var(--bs-toast-header-bg);border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color);border-top-left-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));border-top-right-radius:calc(var(--bs-toast-border-radius) - var(--bs-toast-border-width));color:var(--bs-toast-header-color);display:flex;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x)}.toast-header .btn-close{margin-left:var(--bs-toast-padding-x);margin-right:calc(var(--bs-toast-padding-x)*-.5)}.toast-body{word-wrap:break-word;padding:var(--bs-toast-padding-x)}.modal{--bs-modal-zindex:1055;--bs-modal-width:500px;--bs-modal-padding:1rem;--bs-modal-margin:0.5rem;--bs-modal-color: ;--bs-modal-bg:var(--bs-body-bg);--bs-modal-border-color:var(--bs-border-color-translucent);--bs-modal-border-width:var(--bs-border-width);--bs-modal-border-radius:var(--bs-border-radius-lg);--bs-modal-box-shadow:var(--bs-box-shadow-sm);--bs-modal-inner-border-radius:calc(var(--bs-border-radius-lg) - var(--bs-border-width));--bs-modal-header-padding-x:1rem;--bs-modal-header-padding-y:1rem;--bs-modal-header-padding:1rem 1rem;--bs-modal-header-border-color:var(--bs-border-color);--bs-modal-header-border-width:var(--bs-border-width);--bs-modal-title-line-height:1.5;--bs-modal-footer-gap:0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color:var(--bs-border-color);--bs-modal-footer-border-width:var(--bs-border-width);display:none;height:100%;left:0;outline:0;overflow-x:hidden;overflow-y:auto;position:fixed;top:0;width:100%;z-index:var(--bs-modal-zindex)}.modal-dialog{margin:var(--bs-modal-margin);pointer-events:none;position:relative;width:auto}.modal.fade .modal-dialog{transform:translateY(-50px);transition:transform .3s ease-out}@media(prefers-reduced-motion:reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{align-items:center;display:flex;min-height:calc(100% - 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0)}.dropdown-item:hover,.dropdown-item:focus{color:var(--bs-dropdown-link-hover-color);background-color:var(--bs-dropdown-link-hover-bg)}.dropdown-item.active,.dropdown-item:active{color:var(--bs-dropdown-link-active-color);text-decoration:none;background-color:var(--bs-dropdown-link-active-bg)}.dropdown-item.disabled,.dropdown-item:disabled{color:var(--bs-dropdown-link-disabled-color);pointer-events:none;background-color:rgba(0,0,0,0)}.dropdown-menu.show{display:block}.dropdown-header{display:block;padding:var(--bs-dropdown-header-padding-y) var(--bs-dropdown-header-padding-x);margin-bottom:0;font-size:0.875rem;color:var(--bs-dropdown-header-color);white-space:nowrap}.dropdown-item-text{display:block;padding:var(--bs-dropdown-item-padding-y) var(--bs-dropdown-item-padding-x);color:var(--bs-dropdown-link-color)}.dropdown-menu-dark{--bs-dropdown-color: #dee2e6;--bs-dropdown-bg: #343a40;--bs-dropdown-border-color: var(--bs-border-color-translucent);--bs-dropdown-box-shadow: ;--bs-dropdown-link-color: #dee2e6;--bs-dropdown-link-hover-color: #fff;--bs-dropdown-divider-bg: var(--bs-border-color-translucent);--bs-dropdown-link-hover-bg: var(--pst-color-surface);--bs-dropdown-link-active-color: #fff;--bs-dropdown-link-active-bg: var(--pst-color-surface);--bs-dropdown-link-disabled-color: #adb5bd;--bs-dropdown-header-color: #adb5bd}.btn-group,.btn-group-vertical{position:relative;display:inline-flex;vertical-align:middle}.btn-group>.btn,.btn-group-vertical>.btn{position:relative;flex:1 1 auto}.btn-group>.btn-check:checked+.btn,.btn-group>.btn-check:focus+.btn,.btn-group>.btn:hover,.btn-group>.btn:focus,.btn-group>.btn:active,.btn-group>.btn.active,.btn-group-vertical>.btn-check:checked+.btn,.btn-group-vertical>.btn-check:focus+.btn,.btn-group-vertical>.btn:hover,.btn-group-vertical>.btn:focus,.btn-group-vertical>.btn:active,.btn-group-vertical>.btn.active{z-index:1}.btn-toolbar{display:flex;flex-wrap:wrap;justify-content:flex-start}.btn-toolbar .input-group{width:auto}.btn-group{border-radius:var(--bs-border-radius)}.btn-group>:not(.btn-check:first-child)+.btn,.btn-group>.btn-group:not(:first-child){margin-left:calc(var(--bs-border-width)*-1)}.btn-group>.btn:not(:last-child):not(.dropdown-toggle),.btn-group>.btn.dropdown-toggle-split:first-child,.btn-group>.btn-group:not(:last-child)>.btn{border-top-right-radius:0;border-bottom-right-radius:0}.btn-group>.btn:nth-child(n+3),.btn-group>:not(.btn-check)+.btn,.btn-group>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-bottom-left-radius:0}.dropdown-toggle-split{padding-right:.5625rem;padding-left:.5625rem}.dropdown-toggle-split::after,.dropup .dropdown-toggle-split::after,.dropend .dropdown-toggle-split::after{margin-left:0}.dropstart .dropdown-toggle-split::before{margin-right:0}.btn-sm+.dropdown-toggle-split,.btn-group-sm>.btn+.dropdown-toggle-split{padding-right:.375rem;padding-left:.375rem}.btn-lg+.dropdown-toggle-split,.btn-group-lg>.btn+.dropdown-toggle-split{padding-right:.75rem;padding-left:.75rem}.btn-group-vertical{flex-direction:column;align-items:flex-start;justify-content:center}.btn-group-vertical>.btn,.btn-group-vertical>.btn-group{width:100%}.btn-group-vertical>.btn:not(:first-child),.btn-group-vertical>.btn-group:not(:first-child){margin-top:calc(var(--bs-border-width)*-1)}.btn-group-vertical>.btn:not(:last-child):not(.dropdown-toggle),.btn-group-vertical>.btn-group:not(:last-child)>.btn{border-bottom-right-radius:0;border-bottom-left-radius:0}.btn-group-vertical>.btn~.btn,.btn-group-vertical>.btn-group:not(:first-child)>.btn{border-top-left-radius:0;border-top-right-radius:0}.nav{--bs-nav-link-padding-x: 1rem;--bs-nav-link-padding-y: 0.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: 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1.25rem;--bs-navbar-brand-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-brand-hover-color: rgba(var(--bs-emphasis-color-rgb), 1);--bs-navbar-nav-link-padding-x: 0.5rem;--bs-navbar-toggler-padding-y: 0.25rem;--bs-navbar-toggler-padding-x: 0.75rem;--bs-navbar-toggler-font-size: 1.25rem;--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%2833, 37, 41, 0.75%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\");--bs-navbar-toggler-border-color: rgba(var(--bs-emphasis-color-rgb), 0.15);--bs-navbar-toggler-border-radius: var(--bs-border-radius);--bs-navbar-toggler-focus-width: 0.25rem;--bs-navbar-toggler-transition: box-shadow 0.15s ease-in-out;position:relative;display:flex;flex-wrap:wrap;align-items:center;justify-content:space-between;padding:var(--bs-navbar-padding-y) 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.offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: rgba(255, 255, 255, 0.55);--bs-navbar-hover-color: rgba(255, 255, 255, 0.75);--bs-navbar-disabled-color: rgba(255, 255, 255, 0.25);--bs-navbar-active-color: #fff;--bs-navbar-brand-color: #fff;--bs-navbar-brand-hover-color: #fff;--bs-navbar-toggler-border-color: rgba(255, 255, 255, 0.1);--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='rgba%28255, 255, 255, 0.55%29' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e\")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: var(--bs-border-width);--bs-card-border-color: var(--bs-border-color-translucent);--bs-card-border-radius: var(--bs-border-radius);--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(var(--bs-body-color-rgb), 0.03);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: var(--bs-body-bg);--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color);border-radius:var(--bs-card-border-radius)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0;border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card>.list-group:last-child{border-bottom-width:0;border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header:first-child{border-radius:var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius) 0 0}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer:last-child{border-radius:0 0 var(--bs-card-inner-border-radius) var(--bs-card-inner-border-radius)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding);border-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-img,.card-img-top{border-top-left-radius:var(--bs-card-inner-border-radius);border-top-right-radius:var(--bs-card-inner-border-radius)}.card-img,.card-img-bottom{border-bottom-right-radius:var(--bs-card-inner-border-radius);border-bottom-left-radius:var(--bs-card-inner-border-radius)}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 540px){.card-group{display:flex;flex-flow:row wrap}.card-group>.card{flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}.card-group>.card:not(:last-child){border-top-right-radius:0;border-bottom-right-radius:0}.card-group>.card:not(:last-child) .card-img-top,.card-group>.card:not(:last-child) .card-header{border-top-right-radius:0}.card-group>.card:not(:last-child) .card-img-bottom,.card-group>.card:not(:last-child) .card-footer{border-bottom-right-radius:0}.card-group>.card:not(:first-child){border-top-left-radius:0;border-bottom-left-radius:0}.card-group>.card:not(:first-child) .card-img-top,.card-group>.card:not(:first-child) .card-header{border-top-left-radius:0}.card-group>.card:not(:first-child) .card-img-bottom,.card-group>.card:not(:first-child) .card-footer{border-bottom-left-radius:0}}.accordion{--bs-accordion-color: var(--bs-body-color);--bs-accordion-bg: var(--bs-body-bg);--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: var(--bs-border-color);--bs-accordion-border-width: var(--bs-border-width);--bs-accordion-border-radius: var(--bs-border-radius);--bs-accordion-inner-border-radius: calc(var(--bs-border-radius) - (var(--bs-border-width)));--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: var(--bs-body-color);--bs-accordion-btn-bg: var(--bs-accordion-bg);--bs-accordion-btn-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23212529'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23052c65'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\");--bs-accordion-btn-focus-border-color: #86b7fe;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: var(--bs-primary-text-emphasis);--bs-accordion-active-bg: var(--bs-primary-bg-subtle)}.accordion-button{position:relative;display:flex;align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;border-radius:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:\"\";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:first-of-type{border-top-left-radius:var(--bs-accordion-border-radius);border-top-right-radius:var(--bs-accordion-border-radius)}.accordion-item:first-of-type .accordion-button{border-top-left-radius:var(--bs-accordion-inner-border-radius);border-top-right-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:not(:first-of-type){border-top:0}.accordion-item:last-of-type{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-item:last-of-type .accordion-button.collapsed{border-bottom-right-radius:var(--bs-accordion-inner-border-radius);border-bottom-left-radius:var(--bs-accordion-inner-border-radius)}.accordion-item:last-of-type .accordion-collapse{border-bottom-right-radius:var(--bs-accordion-border-radius);border-bottom-left-radius:var(--bs-accordion-border-radius)}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0;border-radius:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}.accordion-flush .accordion-item .accordion-button,.accordion-flush .accordion-item .accordion-button.collapsed{border-radius:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\");--bs-accordion-btn-active-icon: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%236ea8fe'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e\")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: var(--bs-secondary-color);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: var(--bs-secondary-color);display:flex;flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg);border-radius:var(--bs-breadcrumb-border-radius)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, \"/\") /* rtl: var(--bs-breadcrumb-divider, \"/\") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: var(--bs-link-color);--bs-pagination-bg: var(--bs-body-bg);--bs-pagination-border-width: var(--bs-border-width);--bs-pagination-border-color: var(--bs-border-color);--bs-pagination-border-radius: var(--bs-border-radius);--bs-pagination-hover-color: var(--bs-link-hover-color);--bs-pagination-hover-bg: var(--bs-tertiary-bg);--bs-pagination-hover-border-color: var(--bs-border-color);--bs-pagination-focus-color: var(--bs-link-hover-color);--bs-pagination-focus-bg: var(--bs-secondary-bg);--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #0d6efd;--bs-pagination-active-border-color: #0d6efd;--bs-pagination-disabled-color: var(--bs-secondary-color);--bs-pagination-disabled-bg: var(--bs-secondary-bg);--bs-pagination-disabled-border-color: var(--bs-border-color);display:flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(var(--bs-border-width)*-1)}.page-item:first-child .page-link{border-top-left-radius:var(--bs-pagination-border-radius);border-bottom-left-radius:var(--bs-pagination-border-radius)}.page-item:last-child .page-link{border-top-right-radius:var(--bs-pagination-border-radius);border-bottom-right-radius:var(--bs-pagination-border-radius)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: var(--bs-border-radius-lg)}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: var(--bs-border-radius-sm)}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: var(--bs-border-radius);display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: var(--bs-border-width) solid var(--bs-alert-border-color);--bs-alert-border-radius: var(--bs-border-radius);--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:1rem}}.progress,.progress-stacked{--bs-progress-height: 1rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: var(--bs-secondary-bg);--bs-progress-border-radius: var(--bs-border-radius);--bs-progress-box-shadow: var(--bs-box-shadow-inset);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #0d6efd;--bs-progress-bar-transition: width 0.6s ease;display:flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;flex-direction:column;justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: var(--bs-body-color);--bs-list-group-bg: var(--bs-body-bg);--bs-list-group-border-color: var(--bs-border-color);--bs-list-group-border-width: var(--bs-border-width);--bs-list-group-border-radius: var(--bs-border-radius);--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: var(--bs-secondary-color);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-tertiary-bg);--bs-list-group-action-active-color: var(--bs-body-color);--bs-list-group-action-active-bg: var(--bs-secondary-bg);--bs-list-group-disabled-color: var(--bs-secondary-color);--bs-list-group-disabled-bg: var(--bs-body-bg);--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: 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var(--bs-list-group-border-color)}.list-group-item:first-child{border-top-left-radius:inherit;border-top-right-radius:inherit}.list-group-item:last-child{border-bottom-right-radius:inherit;border-bottom-left-radius:inherit}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 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960px){.list-group-horizontal-lg{flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush{border-radius:0}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url(\"data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e\");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(13, 110, 253, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto 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calc(var(--bs-border-radius-lg) - (var(--bs-border-width)));--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: var(--bs-border-color);--bs-modal-header-border-width: var(--bs-border-width);--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: var(--bs-border-color);--bs-modal-footer-border-width: var(--bs-border-width);position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static 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!important}.pt-lg-0{padding-top:0 !important}.pt-lg-1{padding-top:.25rem !important}.pt-lg-2{padding-top:.5rem !important}.pt-lg-3{padding-top:1rem !important}.pt-lg-4{padding-top:1.5rem !important}.pt-lg-5{padding-top:3rem !important}.pe-lg-0{padding-right:0 !important}.pe-lg-1{padding-right:.25rem !important}.pe-lg-2{padding-right:.5rem !important}.pe-lg-3{padding-right:1rem !important}.pe-lg-4{padding-right:1.5rem !important}.pe-lg-5{padding-right:3rem !important}.pb-lg-0{padding-bottom:0 !important}.pb-lg-1{padding-bottom:.25rem !important}.pb-lg-2{padding-bottom:.5rem !important}.pb-lg-3{padding-bottom:1rem !important}.pb-lg-4{padding-bottom:1.5rem !important}.pb-lg-5{padding-bottom:3rem !important}.ps-lg-0{padding-left:0 !important}.ps-lg-1{padding-left:.25rem !important}.ps-lg-2{padding-left:.5rem !important}.ps-lg-3{padding-left:1rem !important}.ps-lg-4{padding-left:1.5rem !important}.ps-lg-5{padding-left:3rem !important}.gap-lg-0{gap:0 !important}.gap-lg-1{gap:.25rem !important}.gap-lg-2{gap:.5rem !important}.gap-lg-3{gap:1rem !important}.gap-lg-4{gap:1.5rem !important}.gap-lg-5{gap:3rem !important}.row-gap-lg-0{row-gap:0 !important}.row-gap-lg-1{row-gap:.25rem !important}.row-gap-lg-2{row-gap:.5rem !important}.row-gap-lg-3{row-gap:1rem !important}.row-gap-lg-4{row-gap:1.5rem !important}.row-gap-lg-5{row-gap:3rem !important}.column-gap-lg-0{column-gap:0 !important}.column-gap-lg-1{column-gap:.25rem !important}.column-gap-lg-2{column-gap:.5rem !important}.column-gap-lg-3{column-gap:1rem !important}.column-gap-lg-4{column-gap:1.5rem !important}.column-gap-lg-5{column-gap:3rem !important}.text-lg-start{text-align:left !important}.text-lg-end{text-align:right !important}.text-lg-center{text-align:center !important}}@media(min-width: 1200px){.float-xl-start{float:left !important}.float-xl-end{float:right !important}.float-xl-none{float:none !important}.object-fit-xl-contain{object-fit:contain !important}.object-fit-xl-cover{object-fit:cover !important}.object-fit-xl-fill{object-fit:fill !important}.object-fit-xl-scale{object-fit:scale-down !important}.object-fit-xl-none{object-fit:none !important}.d-xl-inline{display:inline !important}.d-xl-inline-block{display:inline-block !important}.d-xl-block{display:block !important}.d-xl-grid{display:grid !important}.d-xl-inline-grid{display:inline-grid !important}.d-xl-table{display:table !important}.d-xl-table-row{display:table-row !important}.d-xl-table-cell{display:table-cell !important}.d-xl-flex{display:flex !important}.d-xl-inline-flex{display:inline-flex !important}.d-xl-none{display:none !important}.flex-xl-fill{flex:1 1 auto !important}.flex-xl-row{flex-direction:row !important}.flex-xl-column{flex-direction:column !important}.flex-xl-row-reverse{flex-direction:row-reverse !important}.flex-xl-column-reverse{flex-direction:column-reverse !important}.flex-xl-grow-0{flex-grow:0 !important}.flex-xl-grow-1{flex-grow:1 !important}.flex-xl-shrink-0{flex-shrink:0 !important}.flex-xl-shrink-1{flex-shrink:1 !important}.flex-xl-wrap{flex-wrap:wrap !important}.flex-xl-nowrap{flex-wrap:nowrap !important}.flex-xl-wrap-reverse{flex-wrap:wrap-reverse !important}.justify-content-xl-start{justify-content:flex-start !important}.justify-content-xl-end{justify-content:flex-end !important}.justify-content-xl-center{justify-content:center !important}.justify-content-xl-between{justify-content:space-between !important}.justify-content-xl-around{justify-content:space-around !important}.justify-content-xl-evenly{justify-content:space-evenly !important}.align-items-xl-start{align-items:flex-start !important}.align-items-xl-end{align-items:flex-end !important}.align-items-xl-center{align-items:center !important}.align-items-xl-baseline{align-items:baseline !important}.align-items-xl-stretch{align-items:stretch !important}.align-content-xl-start{align-content:flex-start !important}.align-content-xl-end{align-content:flex-end !important}.align-content-xl-center{align-content:center !important}.align-content-xl-between{align-content:space-between !important}.align-content-xl-around{align-content:space-around !important}.align-content-xl-stretch{align-content:stretch !important}.align-self-xl-auto{align-self:auto !important}.align-self-xl-start{align-self:flex-start !important}.align-self-xl-end{align-self:flex-end !important}.align-self-xl-center{align-self:center !important}.align-self-xl-baseline{align-self:baseline !important}.align-self-xl-stretch{align-self:stretch !important}.order-xl-first{order:-1 !important}.order-xl-0{order:0 !important}.order-xl-1{order:1 !important}.order-xl-2{order:2 !important}.order-xl-3{order:3 !important}.order-xl-4{order:4 !important}.order-xl-5{order:5 !important}.order-xl-last{order:6 !important}.m-xl-0{margin:0 !important}.m-xl-1{margin:.25rem !important}.m-xl-2{margin:.5rem !important}.m-xl-3{margin:1rem !important}.m-xl-4{margin:1.5rem !important}.m-xl-5{margin:3rem !important}.m-xl-auto{margin:auto !important}.mx-xl-0{margin-right:0 !important;margin-left:0 !important}.mx-xl-1{margin-right:.25rem !important;margin-left:.25rem !important}.mx-xl-2{margin-right:.5rem !important;margin-left:.5rem !important}.mx-xl-3{margin-right:1rem !important;margin-left:1rem !important}.mx-xl-4{margin-right:1.5rem !important;margin-left:1.5rem !important}.mx-xl-5{margin-right:3rem !important;margin-left:3rem !important}.mx-xl-auto{margin-right:auto !important;margin-left:auto !important}.my-xl-0{margin-top:0 !important;margin-bottom:0 !important}.my-xl-1{margin-top:.25rem !important;margin-bottom:.25rem !important}.my-xl-2{margin-top:.5rem !important;margin-bottom:.5rem !important}.my-xl-3{margin-top:1rem !important;margin-bottom:1rem !important}.my-xl-4{margin-top:1.5rem !important;margin-bottom:1.5rem !important}.my-xl-5{margin-top:3rem !important;margin-bottom:3rem !important}.my-xl-auto{margin-top:auto !important;margin-bottom:auto !important}.mt-xl-0{margin-top:0 !important}.mt-xl-1{margin-top:.25rem !important}.mt-xl-2{margin-top:.5rem !important}.mt-xl-3{margin-top:1rem !important}.mt-xl-4{margin-top:1.5rem !important}.mt-xl-5{margin-top:3rem !important}.mt-xl-auto{margin-top:auto !important}.me-xl-0{margin-right:0 !important}.me-xl-1{margin-right:.25rem !important}.me-xl-2{margin-right:.5rem !important}.me-xl-3{margin-right:1rem !important}.me-xl-4{margin-right:1.5rem !important}.me-xl-5{margin-right:3rem !important}.me-xl-auto{margin-right:auto !important}.mb-xl-0{margin-bottom:0 !important}.mb-xl-1{margin-bottom:.25rem !important}.mb-xl-2{margin-bottom:.5rem !important}.mb-xl-3{margin-bottom:1rem !important}.mb-xl-4{margin-bottom:1.5rem !important}.mb-xl-5{margin-bottom:3rem !important}.mb-xl-auto{margin-bottom:auto !important}.ms-xl-0{margin-left:0 !important}.ms-xl-1{margin-left:.25rem !important}.ms-xl-2{margin-left:.5rem !important}.ms-xl-3{margin-left:1rem !important}.ms-xl-4{margin-left:1.5rem !important}.ms-xl-5{margin-left:3rem !important}.ms-xl-auto{margin-left:auto !important}.p-xl-0{padding:0 !important}.p-xl-1{padding:.25rem !important}.p-xl-2{padding:.5rem !important}.p-xl-3{padding:1rem !important}.p-xl-4{padding:1.5rem !important}.p-xl-5{padding:3rem !important}.px-xl-0{padding-right:0 !important;padding-left:0 !important}.px-xl-1{padding-right:.25rem !important;padding-left:.25rem !important}.px-xl-2{padding-right:.5rem !important;padding-left:.5rem !important}.px-xl-3{padding-right:1rem !important;padding-left:1rem !important}.px-xl-4{padding-right:1.5rem !important;padding-left:1.5rem !important}.px-xl-5{padding-right:3rem !important;padding-left:3rem !important}.py-xl-0{padding-top:0 !important;padding-bottom:0 !important}.py-xl-1{padding-top:.25rem !important;padding-bottom:.25rem !important}.py-xl-2{padding-top:.5rem !important;padding-bottom:.5rem !important}.py-xl-3{padding-top:1rem !important;padding-bottom:1rem !important}.py-xl-4{padding-top:1.5rem !important;padding-bottom:1.5rem !important}.py-xl-5{padding-top:3rem !important;padding-bottom:3rem !important}.pt-xl-0{padding-top:0 !important}.pt-xl-1{padding-top:.25rem !important}.pt-xl-2{padding-top:.5rem !important}.pt-xl-3{padding-top:1rem !important}.pt-xl-4{padding-top:1.5rem !important}.pt-xl-5{padding-top:3rem !important}.pe-xl-0{padding-right:0 !important}.pe-xl-1{padding-right:.25rem !important}.pe-xl-2{padding-right:.5rem !important}.pe-xl-3{padding-right:1rem !important}.pe-xl-4{padding-right:1.5rem !important}.pe-xl-5{padding-right:3rem !important}.pb-xl-0{padding-bottom:0 !important}.pb-xl-1{padding-bottom:.25rem !important}.pb-xl-2{padding-bottom:.5rem !important}.pb-xl-3{padding-bottom:1rem !important}.pb-xl-4{padding-bottom:1.5rem !important}.pb-xl-5{padding-bottom:3rem !important}.ps-xl-0{padding-left:0 !important}.ps-xl-1{padding-left:.25rem !important}.ps-xl-2{padding-left:.5rem !important}.ps-xl-3{padding-left:1rem !important}.ps-xl-4{padding-left:1.5rem !important}.ps-xl-5{padding-left:3rem !important}.gap-xl-0{gap:0 !important}.gap-xl-1{gap:.25rem !important}.gap-xl-2{gap:.5rem !important}.gap-xl-3{gap:1rem !important}.gap-xl-4{gap:1.5rem !important}.gap-xl-5{gap:3rem !important}.row-gap-xl-0{row-gap:0 !important}.row-gap-xl-1{row-gap:.25rem !important}.row-gap-xl-2{row-gap:.5rem !important}.row-gap-xl-3{row-gap:1rem !important}.row-gap-xl-4{row-gap:1.5rem !important}.row-gap-xl-5{row-gap:3rem !important}.column-gap-xl-0{column-gap:0 !important}.column-gap-xl-1{column-gap:.25rem !important}.column-gap-xl-2{column-gap:.5rem !important}.column-gap-xl-3{column-gap:1rem !important}.column-gap-xl-4{column-gap:1.5rem !important}.column-gap-xl-5{column-gap:3rem !important}.text-xl-start{text-align:left !important}.text-xl-end{text-align:right !important}.text-xl-center{text-align:center !important}}@media(min-width: 1200px){.fs-1{font-size:2.5rem !important}.fs-2{font-size:2rem !important}.fs-3{font-size:1.75rem !important}.fs-4{font-size:1.5rem !important}}@media print{.d-print-inline{display:inline !important}.d-print-inline-block{display:inline-block !important}.d-print-block{display:block !important}.d-print-grid{display:grid !important}.d-print-inline-grid{display:inline-grid !important}.d-print-table{display:table !important}.d-print-table-row{display:table-row !important}.d-print-table-cell{display:table-cell !important}.d-print-flex{display:flex !important}.d-print-inline-flex{display:inline-flex !important}.d-print-none{display:none !important}}","@mixin bsBanner($file) {\n  /*!\n   * Bootstrap #{$file} v5.3.2 (https://getbootstrap.com/)\n   * Copyright 2011-2023 The Bootstrap Authors\n   * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n   */\n}\n",":root,\n[data-bs-theme=\"light\"] {\n  // Note: Custom variable values only support SassScript inside `#{}`.\n\n  // Colors\n  //\n  // Generate palettes for full colors, grays, and theme colors.\n\n  @each $color, $value in $colors {\n    --#{$prefix}#{$color}: #{$value};\n  }\n\n  @each $color, $value in $grays {\n    --#{$prefix}gray-#{$color}: #{$value};\n  }\n\n  @each $color, $value in $theme-colors {\n    --#{$prefix}#{$color}: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-rgb {\n    --#{$prefix}#{$color}-rgb: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-text {\n    --#{$prefix}#{$color}-text-emphasis: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-bg-subtle {\n    --#{$prefix}#{$color}-bg-subtle: #{$value};\n  }\n\n  @each $color, $value in $theme-colors-border-subtle {\n    --#{$prefix}#{$color}-border-subtle: #{$value};\n  }\n\n  --#{$prefix}white-rgb: #{to-rgb($white)};\n  --#{$prefix}black-rgb: #{to-rgb($black)};\n\n  // Fonts\n\n  // Note: Use `inspect` for lists so that quoted items keep the quotes.\n  // See https://github.com/sass/sass/issues/2383#issuecomment-336349172\n  --#{$prefix}font-sans-serif: #{inspect($font-family-sans-serif)};\n  --#{$prefix}font-monospace: #{inspect($font-family-monospace)};\n  --#{$prefix}gradient: #{$gradient};\n\n  // Root and body\n  // scss-docs-start root-body-variables\n  @if $font-size-root != null {\n    --#{$prefix}root-font-size: #{$font-size-root};\n  }\n  --#{$prefix}body-font-family: #{inspect($font-family-base)};\n  @include rfs($font-size-base, --#{$prefix}body-font-size);\n  --#{$prefix}body-font-weight: #{$font-weight-base};\n  --#{$prefix}body-line-height: #{$line-height-base};\n  @if $body-text-align != null {\n    --#{$prefix}body-text-align: #{$body-text-align};\n  }\n\n  --#{$prefix}body-color: #{$body-color};\n  --#{$prefix}body-color-rgb: #{to-rgb($body-color)};\n  --#{$prefix}body-bg: #{$body-bg};\n  --#{$prefix}body-bg-rgb: #{to-rgb($body-bg)};\n\n  --#{$prefix}emphasis-color: #{$body-emphasis-color};\n  --#{$prefix}emphasis-color-rgb: #{to-rgb($body-emphasis-color)};\n\n  --#{$prefix}secondary-color: #{$body-secondary-color};\n  --#{$prefix}secondary-color-rgb: #{to-rgb($body-secondary-color)};\n  --#{$prefix}secondary-bg: #{$body-secondary-bg};\n  --#{$prefix}secondary-bg-rgb: #{to-rgb($body-secondary-bg)};\n\n  --#{$prefix}tertiary-color: #{$body-tertiary-color};\n  --#{$prefix}tertiary-color-rgb: #{to-rgb($body-tertiary-color)};\n  --#{$prefix}tertiary-bg: #{$body-tertiary-bg};\n  --#{$prefix}tertiary-bg-rgb: #{to-rgb($body-tertiary-bg)};\n  // scss-docs-end root-body-variables\n\n  --#{$prefix}heading-color: #{$headings-color};\n\n  --#{$prefix}link-color: #{$link-color};\n  --#{$prefix}link-color-rgb: #{to-rgb($link-color)};\n  --#{$prefix}link-decoration: #{$link-decoration};\n\n  --#{$prefix}link-hover-color: #{$link-hover-color};\n  --#{$prefix}link-hover-color-rgb: #{to-rgb($link-hover-color)};\n\n  @if $link-hover-decoration != null {\n    --#{$prefix}link-hover-decoration: #{$link-hover-decoration};\n  }\n\n  --#{$prefix}code-color: #{$code-color};\n  --#{$prefix}highlight-color: #{$mark-color};\n  --#{$prefix}highlight-bg: #{$mark-bg};\n\n  // scss-docs-start root-border-var\n  --#{$prefix}border-width: #{$border-width};\n  --#{$prefix}border-style: #{$border-style};\n  --#{$prefix}border-color: #{$border-color};\n  --#{$prefix}border-color-translucent: #{$border-color-translucent};\n\n  --#{$prefix}border-radius: #{$border-radius};\n  --#{$prefix}border-radius-sm: #{$border-radius-sm};\n  --#{$prefix}border-radius-lg: #{$border-radius-lg};\n  --#{$prefix}border-radius-xl: #{$border-radius-xl};\n  --#{$prefix}border-radius-xxl: #{$border-radius-xxl};\n  --#{$prefix}border-radius-2xl: var(--#{$prefix}border-radius-xxl); // Deprecated in v5.3.0 for consistency\n  --#{$prefix}border-radius-pill: #{$border-radius-pill};\n  // scss-docs-end root-border-var\n\n  --#{$prefix}box-shadow: #{$box-shadow};\n  --#{$prefix}box-shadow-sm: #{$box-shadow-sm};\n  --#{$prefix}box-shadow-lg: #{$box-shadow-lg};\n  --#{$prefix}box-shadow-inset: #{$box-shadow-inset};\n\n  // Focus styles\n  // scss-docs-start root-focus-variables\n  --#{$prefix}focus-ring-width: #{$focus-ring-width};\n  --#{$prefix}focus-ring-opacity: #{$focus-ring-opacity};\n  --#{$prefix}focus-ring-color: #{$focus-ring-color};\n  // scss-docs-end root-focus-variables\n\n  // scss-docs-start root-form-validation-variables\n  --#{$prefix}form-valid-color: #{$form-valid-color};\n  --#{$prefix}form-valid-border-color: #{$form-valid-border-color};\n  --#{$prefix}form-invalid-color: #{$form-invalid-color};\n  --#{$prefix}form-invalid-border-color: #{$form-invalid-border-color};\n  // scss-docs-end root-form-validation-variables\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark, true) {\n    color-scheme: dark;\n\n    // scss-docs-start root-dark-mode-vars\n    --#{$prefix}body-color: #{$body-color-dark};\n    --#{$prefix}body-color-rgb: #{to-rgb($body-color-dark)};\n    --#{$prefix}body-bg: #{$body-bg-dark};\n    --#{$prefix}body-bg-rgb: #{to-rgb($body-bg-dark)};\n\n    --#{$prefix}emphasis-color: #{$body-emphasis-color-dark};\n    --#{$prefix}emphasis-color-rgb: #{to-rgb($body-emphasis-color-dark)};\n\n    --#{$prefix}secondary-color: #{$body-secondary-color-dark};\n    --#{$prefix}secondary-color-rgb: #{to-rgb($body-secondary-color-dark)};\n    --#{$prefix}secondary-bg: #{$body-secondary-bg-dark};\n    --#{$prefix}secondary-bg-rgb: #{to-rgb($body-secondary-bg-dark)};\n\n    --#{$prefix}tertiary-color: #{$body-tertiary-color-dark};\n    --#{$prefix}tertiary-color-rgb: #{to-rgb($body-tertiary-color-dark)};\n    --#{$prefix}tertiary-bg: #{$body-tertiary-bg-dark};\n    --#{$prefix}tertiary-bg-rgb: #{to-rgb($body-tertiary-bg-dark)};\n\n    @each $color, $value in $theme-colors-text-dark {\n      --#{$prefix}#{$color}-text-emphasis: #{$value};\n    }\n\n    @each $color, $value in $theme-colors-bg-subtle-dark {\n      --#{$prefix}#{$color}-bg-subtle: #{$value};\n    }\n\n    @each $color, $value in $theme-colors-border-subtle-dark {\n      --#{$prefix}#{$color}-border-subtle: #{$value};\n    }\n\n    --#{$prefix}heading-color: #{$headings-color-dark};\n\n    --#{$prefix}link-color: #{$link-color-dark};\n    --#{$prefix}link-hover-color: #{$link-hover-color-dark};\n    --#{$prefix}link-color-rgb: #{to-rgb($link-color-dark)};\n    --#{$prefix}link-hover-color-rgb: #{to-rgb($link-hover-color-dark)};\n\n    --#{$prefix}code-color: #{$code-color-dark};\n    --#{$prefix}highlight-color: #{$mark-color-dark};\n    --#{$prefix}highlight-bg: #{$mark-bg-dark};\n\n    --#{$prefix}border-color: #{$border-color-dark};\n    --#{$prefix}border-color-translucent: #{$border-color-translucent-dark};\n\n    --#{$prefix}form-valid-color: #{$form-valid-color-dark};\n    --#{$prefix}form-valid-border-color: #{$form-valid-border-color-dark};\n    --#{$prefix}form-invalid-color: #{$form-invalid-color-dark};\n    --#{$prefix}form-invalid-border-color: #{$form-invalid-border-color-dark};\n    // scss-docs-end root-dark-mode-vars\n  }\n}\n","// stylelint-disable scss/dimension-no-non-numeric-values\n\n// SCSS RFS mixin\n//\n// Automated responsive values for font sizes, paddings, margins and much more\n//\n// Licensed under MIT (https://github.com/twbs/rfs/blob/main/LICENSE)\n\n// Configuration\n\n// Base value\n$rfs-base-value: 1.25rem !default;\n$rfs-unit: rem !default;\n\n@if $rfs-unit != rem and $rfs-unit != px {\n  @error \"`#{$rfs-unit}` is not a valid unit for $rfs-unit. Use `px` or `rem`.\";\n}\n\n// Breakpoint at where values start decreasing if screen width is smaller\n$rfs-breakpoint: 1200px !default;\n$rfs-breakpoint-unit: px !default;\n\n@if $rfs-breakpoint-unit != px and $rfs-breakpoint-unit != em and $rfs-breakpoint-unit != rem {\n  @error \"`#{$rfs-breakpoint-unit}` is not a valid unit for $rfs-breakpoint-unit. Use `px`, `em` or `rem`.\";\n}\n\n// Resize values based on screen height and width\n$rfs-two-dimensional: false !default;\n\n// Factor of decrease\n$rfs-factor: 10 !default;\n\n@if type-of($rfs-factor) != number or $rfs-factor <= 1 {\n  @error \"`#{$rfs-factor}` is not a valid  $rfs-factor, it must be greater than 1.\";\n}\n\n// Mode. Possibilities: \"min-media-query\", \"max-media-query\"\n$rfs-mode: min-media-query !default;\n\n// Generate enable or disable classes. Possibilities: false, \"enable\" or \"disable\"\n$rfs-class: false !default;\n\n// 1 rem = $rfs-rem-value px\n$rfs-rem-value: 16 !default;\n\n// Safari iframe resize bug: https://github.com/twbs/rfs/issues/14\n$rfs-safari-iframe-resize-bug-fix: false !default;\n\n// Disable RFS by setting $enable-rfs to false\n$enable-rfs: true !default;\n\n// Cache $rfs-base-value unit\n$rfs-base-value-unit: unit($rfs-base-value);\n\n@function divide($dividend, $divisor, $precision: 10) {\n  $sign: if($dividend > 0 and $divisor > 0 or $dividend < 0 and $divisor < 0, 1, -1);\n  $dividend: abs($dividend);\n  $divisor: abs($divisor);\n  @if $dividend == 0 {\n    @return 0;\n  }\n  @if $divisor == 0 {\n    @error \"Cannot divide by 0\";\n  }\n  $remainder: $dividend;\n  $result: 0;\n  $factor: 10;\n  @while ($remainder > 0 and $precision >= 0) {\n    $quotient: 0;\n    @while ($remainder >= $divisor) {\n      $remainder: $remainder - $divisor;\n      $quotient: $quotient + 1;\n    }\n    $result: $result * 10 + $quotient;\n    $factor: $factor * .1;\n    $remainder: $remainder * 10;\n    $precision: $precision - 1;\n    @if ($precision < 0 and $remainder >= $divisor * 5) {\n      $result: $result + 1;\n    }\n  }\n  $result: $result * $factor * $sign;\n  $dividend-unit: unit($dividend);\n  $divisor-unit: unit($divisor);\n  $unit-map: (\n    \"px\": 1px,\n    \"rem\": 1rem,\n    \"em\": 1em,\n    \"%\": 1%\n  );\n  @if ($dividend-unit != $divisor-unit and map-has-key($unit-map, $dividend-unit)) {\n    $result: $result * map-get($unit-map, $dividend-unit);\n  }\n  @return $result;\n}\n\n// Remove px-unit from $rfs-base-value for calculations\n@if $rfs-base-value-unit == px {\n  $rfs-base-value: divide($rfs-base-value, $rfs-base-value * 0 + 1);\n}\n@else if $rfs-base-value-unit == rem {\n  $rfs-base-value: divide($rfs-base-value, divide($rfs-base-value * 0 + 1, $rfs-rem-value));\n}\n\n// Cache $rfs-breakpoint unit to prevent multiple calls\n$rfs-breakpoint-unit-cache: unit($rfs-breakpoint);\n\n// Remove unit from $rfs-breakpoint for calculations\n@if $rfs-breakpoint-unit-cache == px {\n  $rfs-breakpoint: divide($rfs-breakpoint, $rfs-breakpoint * 0 + 1);\n}\n@else if $rfs-breakpoint-unit-cache == rem or $rfs-breakpoint-unit-cache == \"em\" {\n  $rfs-breakpoint: divide($rfs-breakpoint, divide($rfs-breakpoint * 0 + 1, $rfs-rem-value));\n}\n\n// Calculate the media query value\n$rfs-mq-value: if($rfs-breakpoint-unit == px, #{$rfs-breakpoint}px, #{divide($rfs-breakpoint, $rfs-rem-value)}#{$rfs-breakpoint-unit});\n$rfs-mq-property-width: if($rfs-mode == max-media-query, max-width, min-width);\n$rfs-mq-property-height: if($rfs-mode == max-media-query, max-height, min-height);\n\n// Internal mixin used to determine which media query needs to be used\n@mixin _rfs-media-query {\n  @if $rfs-two-dimensional {\n    @if $rfs-mode == max-media-query {\n      @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}), (#{$rfs-mq-property-height}: #{$rfs-mq-value}) {\n        @content;\n      }\n    }\n    @else {\n      @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}) and (#{$rfs-mq-property-height}: #{$rfs-mq-value}) {\n        @content;\n      }\n    }\n  }\n  @else {\n    @media (#{$rfs-mq-property-width}: #{$rfs-mq-value}) {\n      @content;\n    }\n  }\n}\n\n// Internal mixin that adds disable classes to the selector if needed.\n@mixin _rfs-rule {\n  @if $rfs-class == disable and $rfs-mode == max-media-query {\n    // Adding an extra class increases specificity, which prevents the media query to override the property\n    &,\n    .disable-rfs &,\n    &.disable-rfs {\n      @content;\n    }\n  }\n  @else if $rfs-class == enable and $rfs-mode == min-media-query {\n    .enable-rfs &,\n    &.enable-rfs {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Internal mixin that adds enable classes to the selector if needed.\n@mixin _rfs-media-query-rule {\n\n  @if $rfs-class == enable {\n    @if $rfs-mode == min-media-query {\n      @content;\n    }\n\n    @include _rfs-media-query () {\n      .enable-rfs &,\n      &.enable-rfs {\n        @content;\n      }\n    }\n  }\n  @else {\n    @if $rfs-class == disable and $rfs-mode == min-media-query {\n      .disable-rfs &,\n      &.disable-rfs {\n        @content;\n      }\n    }\n    @include _rfs-media-query () {\n      @content;\n    }\n  }\n}\n\n// Helper function to get the formatted non-responsive value\n@function rfs-value($values) {\n  // Convert to list\n  $values: if(type-of($values) != list, ($values,), $values);\n\n  $val: \"\";\n\n  // Loop over each value and calculate value\n  @each $value in $values {\n    @if $value == 0 {\n      $val: $val + \" 0\";\n    }\n    @else {\n      // Cache $value unit\n      $unit: if(type-of($value) == \"number\", unit($value), false);\n\n      @if $unit == px {\n        // Convert to rem if needed\n        $val: $val + \" \" + if($rfs-unit == rem, #{divide($value, $value * 0 + $rfs-rem-value)}rem, $value);\n      }\n      @else if $unit == rem {\n        // Convert to px if needed\n        $val: $val + \" \" + if($rfs-unit == px, #{divide($value, $value * 0 + 1) * $rfs-rem-value}px, $value);\n      } @else {\n        // If $value isn't a number (like inherit) or $value has a unit (not px or rem, like 1.5em) or $ is 0, just print the value\n        $val: $val + \" \" + $value;\n      }\n    }\n  }\n\n  // Remove first space\n  @return unquote(str-slice($val, 2));\n}\n\n// Helper function to get the responsive value calculated by RFS\n@function rfs-fluid-value($values) {\n  // Convert to list\n  $values: if(type-of($values) != list, ($values,), $values);\n\n  $val: \"\";\n\n  // Loop over each value and calculate value\n  @each $value in $values {\n    @if $value == 0 {\n      $val: $val + \" 0\";\n    } @else {\n      // Cache $value unit\n      $unit: if(type-of($value) == \"number\", unit($value), false);\n\n      // If $value isn't a number (like inherit) or $value has a unit (not px or rem, like 1.5em) or $ is 0, just print the value\n      @if not $unit or $unit != px and $unit != rem {\n        $val: $val + \" \" + $value;\n      } @else {\n        // Remove unit from $value for calculations\n        $value: divide($value, $value * 0 + if($unit == px, 1, divide(1, $rfs-rem-value)));\n\n        // Only add the media query if the value is greater than the minimum value\n        @if abs($value) <= $rfs-base-value or not $enable-rfs {\n          $val: $val + \" \" + if($rfs-unit == rem, #{divide($value, $rfs-rem-value)}rem, #{$value}px);\n        }\n        @else {\n          // Calculate the minimum value\n          $value-min: $rfs-base-value + divide(abs($value) - $rfs-base-value, $rfs-factor);\n\n          // Calculate difference between $value and the minimum value\n          $value-diff: abs($value) - $value-min;\n\n          // Base value formatting\n          $min-width: if($rfs-unit == rem, #{divide($value-min, $rfs-rem-value)}rem, #{$value-min}px);\n\n          // Use negative value if needed\n          $min-width: if($value < 0, -$min-width, $min-width);\n\n          // Use `vmin` if two-dimensional is enabled\n          $variable-unit: if($rfs-two-dimensional, vmin, vw);\n\n          // Calculate the variable width between 0 and $rfs-breakpoint\n          $variable-width: #{divide($value-diff * 100, $rfs-breakpoint)}#{$variable-unit};\n\n          // Return the calculated value\n          $val: $val + \" calc(\" + $min-width + if($value < 0, \" - \", \" + \") + $variable-width + \")\";\n        }\n      }\n    }\n  }\n\n  // Remove first space\n  @return unquote(str-slice($val, 2));\n}\n\n// RFS mixin\n@mixin rfs($values, $property: font-size) {\n  @if $values != null {\n    $val: rfs-value($values);\n    $fluid-val: rfs-fluid-value($values);\n\n    // Do not print the media query if responsive & non-responsive values are the same\n    @if $val == $fluid-val {\n      #{$property}: $val;\n    }\n    @else {\n      @include _rfs-rule () {\n        #{$property}: if($rfs-mode == max-media-query, $val, $fluid-val);\n\n        // Include safari iframe resize fix if needed\n        min-width: if($rfs-safari-iframe-resize-bug-fix, (0 * 1vw), null);\n      }\n\n      @include _rfs-media-query-rule () {\n        #{$property}: if($rfs-mode == max-media-query, $fluid-val, $val);\n      }\n    }\n  }\n}\n\n// Shorthand helper mixins\n@mixin font-size($value) {\n  @include rfs($value);\n}\n\n@mixin padding($value) {\n  @include rfs($value, padding);\n}\n\n@mixin padding-top($value) {\n  @include rfs($value, padding-top);\n}\n\n@mixin padding-right($value) {\n  @include rfs($value, padding-right);\n}\n\n@mixin padding-bottom($value) {\n  @include rfs($value, padding-bottom);\n}\n\n@mixin padding-left($value) {\n  @include rfs($value, padding-left);\n}\n\n@mixin margin($value) {\n  @include rfs($value, margin);\n}\n\n@mixin margin-top($value) {\n  @include rfs($value, margin-top);\n}\n\n@mixin margin-right($value) {\n  @include rfs($value, margin-right);\n}\n\n@mixin margin-bottom($value) {\n  @include rfs($value, margin-bottom);\n}\n\n@mixin margin-left($value) {\n  @include rfs($value, margin-left);\n}\n","// scss-docs-start color-mode-mixin\n@mixin color-mode($mode: light, $root: false) {\n  @if $color-mode-type == \"media-query\" {\n    @if $root == true {\n      @media (prefers-color-scheme: $mode) {\n        :root {\n          @content;\n        }\n      }\n    } @else {\n      @media (prefers-color-scheme: $mode) {\n        @content;\n      }\n    }\n  } @else {\n    [data-bs-theme=\"#{$mode}\"] {\n      @content;\n    }\n  }\n}\n// scss-docs-end color-mode-mixin\n","// stylelint-disable declaration-no-important, selector-no-qualifying-type, property-no-vendor-prefix\n\n\n// Reboot\n//\n// Normalization of HTML elements, manually forked from Normalize.css to remove\n// styles targeting irrelevant browsers while applying new styles.\n//\n// Normalize is licensed MIT. https://github.com/necolas/normalize.css\n\n\n// Document\n//\n// Change from `box-sizing: content-box` so that `width` is not affected by `padding` or `border`.\n\n*,\n*::before,\n*::after {\n  box-sizing: border-box;\n}\n\n\n// Root\n//\n// Ability to the value of the root font sizes, affecting the value of `rem`.\n// null by default, thus nothing is generated.\n\n:root {\n  @if $font-size-root != null {\n    @include font-size(var(--#{$prefix}root-font-size));\n  }\n\n  @if $enable-smooth-scroll {\n    @media (prefers-reduced-motion: no-preference) {\n      scroll-behavior: smooth;\n    }\n  }\n}\n\n\n// Body\n//\n// 1. Remove the margin in all browsers.\n// 2. As a best practice, apply a default `background-color`.\n// 3. Prevent adjustments of font size after orientation changes in iOS.\n// 4. Change the default tap highlight to be completely transparent in iOS.\n\n// scss-docs-start reboot-body-rules\nbody {\n  margin: 0; // 1\n  font-family: var(--#{$prefix}body-font-family);\n  @include font-size(var(--#{$prefix}body-font-size));\n  font-weight: var(--#{$prefix}body-font-weight);\n  line-height: var(--#{$prefix}body-line-height);\n  color: var(--#{$prefix}body-color);\n  text-align: var(--#{$prefix}body-text-align);\n  background-color: var(--#{$prefix}body-bg); // 2\n  -webkit-text-size-adjust: 100%; // 3\n  -webkit-tap-highlight-color: rgba($black, 0); // 4\n}\n// scss-docs-end reboot-body-rules\n\n\n// Content grouping\n//\n// 1. Reset Firefox's gray color\n\nhr {\n  margin: $hr-margin-y 0;\n  color: $hr-color; // 1\n  border: 0;\n  border-top: $hr-border-width solid $hr-border-color;\n  opacity: $hr-opacity;\n}\n\n\n// Typography\n//\n// 1. Remove top margins from headings\n//    By default, `<h1>`-`<h6>` all receive top and bottom margins. We nuke the top\n//    margin for easier control within type scales as it avoids margin collapsing.\n\n%heading {\n  margin-top: 0; // 1\n  margin-bottom: $headings-margin-bottom;\n  font-family: $headings-font-family;\n  font-style: $headings-font-style;\n  font-weight: $headings-font-weight;\n  line-height: $headings-line-height;\n  color: var(--#{$prefix}heading-color);\n}\n\nh1 {\n  @extend %heading;\n  @include font-size($h1-font-size);\n}\n\nh2 {\n  @extend %heading;\n  @include font-size($h2-font-size);\n}\n\nh3 {\n  @extend %heading;\n  @include font-size($h3-font-size);\n}\n\nh4 {\n  @extend %heading;\n  @include font-size($h4-font-size);\n}\n\nh5 {\n  @extend %heading;\n  @include font-size($h5-font-size);\n}\n\nh6 {\n  @extend %heading;\n  @include font-size($h6-font-size);\n}\n\n\n// Reset margins on paragraphs\n//\n// Similarly, the top margin on `<p>`s get reset. However, we also reset the\n// bottom margin to use `rem` units instead of `em`.\n\np {\n  margin-top: 0;\n  margin-bottom: $paragraph-margin-bottom;\n}\n\n\n// Abbreviations\n//\n// 1. Add the correct text decoration in Chrome, Edge, Opera, and Safari.\n// 2. Add explicit cursor to indicate changed behavior.\n// 3. Prevent the text-decoration to be skipped.\n\nabbr[title] {\n  text-decoration: underline dotted; // 1\n  cursor: help; // 2\n  text-decoration-skip-ink: none; // 3\n}\n\n\n// Address\n\naddress {\n  margin-bottom: 1rem;\n  font-style: normal;\n  line-height: inherit;\n}\n\n\n// Lists\n\nol,\nul {\n  padding-left: 2rem;\n}\n\nol,\nul,\ndl {\n  margin-top: 0;\n  margin-bottom: 1rem;\n}\n\nol ol,\nul ul,\nol ul,\nul ol {\n  margin-bottom: 0;\n}\n\ndt {\n  font-weight: $dt-font-weight;\n}\n\n// 1. Undo browser default\n\ndd {\n  margin-bottom: .5rem;\n  margin-left: 0; // 1\n}\n\n\n// Blockquote\n\nblockquote {\n  margin: 0 0 1rem;\n}\n\n\n// Strong\n//\n// Add the correct font weight in Chrome, Edge, and Safari\n\nb,\nstrong {\n  font-weight: $font-weight-bolder;\n}\n\n\n// Small\n//\n// Add the correct font size in all browsers\n\nsmall {\n  @include font-size($small-font-size);\n}\n\n\n// Mark\n\nmark {\n  padding: $mark-padding;\n  color: var(--#{$prefix}highlight-color);\n  background-color: var(--#{$prefix}highlight-bg);\n}\n\n\n// Sub and Sup\n//\n// Prevent `sub` and `sup` elements from affecting the line height in\n// all browsers.\n\nsub,\nsup {\n  position: relative;\n  @include font-size($sub-sup-font-size);\n  line-height: 0;\n  vertical-align: baseline;\n}\n\nsub { bottom: -.25em; }\nsup { top: -.5em; }\n\n\n// Links\n\na {\n  color: rgba(var(--#{$prefix}link-color-rgb), var(--#{$prefix}link-opacity, 1));\n  text-decoration: $link-decoration;\n\n  &:hover {\n    --#{$prefix}link-color-rgb: var(--#{$prefix}link-hover-color-rgb);\n    text-decoration: $link-hover-decoration;\n  }\n}\n\n// And undo these styles for placeholder links/named anchors (without href).\n// It would be more straightforward to just use a[href] in previous block, but that\n// causes specificity issues in many other styles that are too complex to fix.\n// See https://github.com/twbs/bootstrap/issues/19402\n\na:not([href]):not([class]) {\n  &,\n  &:hover {\n    color: inherit;\n    text-decoration: none;\n  }\n}\n\n\n// Code\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: $font-family-code;\n  @include font-size(1em); // Correct the odd `em` font sizing in all browsers.\n}\n\n// 1. Remove browser default top margin\n// 2. Reset browser default of `1em` to use `rem`s\n// 3. Don't allow content to break outside\n\npre {\n  display: block;\n  margin-top: 0; // 1\n  margin-bottom: 1rem; // 2\n  overflow: auto; // 3\n  @include font-size($code-font-size);\n  color: $pre-color;\n\n  // Account for some code outputs that place code tags in pre tags\n  code {\n    @include font-size(inherit);\n    color: inherit;\n    word-break: normal;\n  }\n}\n\ncode {\n  @include font-size($code-font-size);\n  color: var(--#{$prefix}code-color);\n  word-wrap: break-word;\n\n  // Streamline the style when inside anchors to avoid broken underline and more\n  a > & {\n    color: inherit;\n  }\n}\n\nkbd {\n  padding: $kbd-padding-y $kbd-padding-x;\n  @include font-size($kbd-font-size);\n  color: $kbd-color;\n  background-color: $kbd-bg;\n  @include border-radius($border-radius-sm);\n\n  kbd {\n    padding: 0;\n    @include font-size(1em);\n    font-weight: $nested-kbd-font-weight;\n  }\n}\n\n\n// Figures\n//\n// Apply a consistent margin strategy (matches our type styles).\n\nfigure {\n  margin: 0 0 1rem;\n}\n\n\n// Images and content\n\nimg,\nsvg {\n  vertical-align: middle;\n}\n\n\n// Tables\n//\n// Prevent double borders\n\ntable {\n  caption-side: bottom;\n  border-collapse: collapse;\n}\n\ncaption {\n  padding-top: $table-cell-padding-y;\n  padding-bottom: $table-cell-padding-y;\n  color: $table-caption-color;\n  text-align: left;\n}\n\n// 1. Removes font-weight bold by inheriting\n// 2. Matches default `<td>` alignment by inheriting `text-align`.\n// 3. Fix alignment for Safari\n\nth {\n  font-weight: $table-th-font-weight; // 1\n  text-align: inherit; // 2\n  text-align: -webkit-match-parent; // 3\n}\n\nthead,\ntbody,\ntfoot,\ntr,\ntd,\nth {\n  border-color: inherit;\n  border-style: solid;\n  border-width: 0;\n}\n\n\n// Forms\n//\n// 1. Allow labels to use `margin` for spacing.\n\nlabel {\n  display: inline-block; // 1\n}\n\n// Remove the default `border-radius` that macOS Chrome adds.\n// See https://github.com/twbs/bootstrap/issues/24093\n\nbutton {\n  // stylelint-disable-next-line property-disallowed-list\n  border-radius: 0;\n}\n\n// Explicitly remove focus outline in Chromium when it shouldn't be\n// visible (e.g. as result of mouse click or touch tap). It already\n// should be doing this automatically, but seems to currently be\n// confused and applies its very visible two-tone outline anyway.\n\nbutton:focus:not(:focus-visible) {\n  outline: 0;\n}\n\n// 1. Remove the margin in Firefox and Safari\n\ninput,\nbutton,\nselect,\noptgroup,\ntextarea {\n  margin: 0; // 1\n  font-family: inherit;\n  @include font-size(inherit);\n  line-height: inherit;\n}\n\n// Remove the inheritance of text transform in Firefox\nbutton,\nselect {\n  text-transform: none;\n}\n// Set the cursor for non-`<button>` buttons\n//\n// Details at https://github.com/twbs/bootstrap/pull/30562\n[role=\"button\"] {\n  cursor: pointer;\n}\n\nselect {\n  // Remove the inheritance of word-wrap in Safari.\n  // See https://github.com/twbs/bootstrap/issues/24990\n  word-wrap: normal;\n\n  // Undo the opacity change from Chrome\n  &:disabled {\n    opacity: 1;\n  }\n}\n\n// Remove the dropdown arrow only from text type inputs built with datalists in Chrome.\n// See https://stackoverflow.com/a/54997118\n\n[list]:not([type=\"date\"]):not([type=\"datetime-local\"]):not([type=\"month\"]):not([type=\"week\"]):not([type=\"time\"])::-webkit-calendar-picker-indicator {\n  display: none !important;\n}\n\n// 1. Prevent a WebKit bug where (2) destroys native `audio` and `video`\n//    controls in Android 4.\n// 2. Correct the inability to style clickable types in iOS and Safari.\n// 3. Opinionated: add \"hand\" cursor to non-disabled button elements.\n\nbutton,\n[type=\"button\"], // 1\n[type=\"reset\"],\n[type=\"submit\"] {\n  -webkit-appearance: button; // 2\n\n  @if $enable-button-pointers {\n    &:not(:disabled) {\n      cursor: pointer; // 3\n    }\n  }\n}\n\n// Remove inner border and padding from Firefox, but don't restore the outline like Normalize.\n\n::-moz-focus-inner {\n  padding: 0;\n  border-style: none;\n}\n\n// 1. Textareas should really only resize vertically so they don't break their (horizontal) containers.\n\ntextarea {\n  resize: vertical; // 1\n}\n\n// 1. Browsers set a default `min-width: min-content;` on fieldsets,\n//    unlike e.g. `<div>`s, which have `min-width: 0;` by default.\n//    So we reset that to ensure fieldsets behave more like a standard block element.\n//    See https://github.com/twbs/bootstrap/issues/12359\n//    and https://html.spec.whatwg.org/multipage/#the-fieldset-and-legend-elements\n// 2. Reset the default outline behavior of fieldsets so they don't affect page layout.\n\nfieldset {\n  min-width: 0; // 1\n  padding: 0; // 2\n  margin: 0; // 2\n  border: 0; // 2\n}\n\n// 1. By using `float: left`, the legend will behave like a block element.\n//    This way the border of a fieldset wraps around the legend if present.\n// 2. Fix wrapping bug.\n//    See https://github.com/twbs/bootstrap/issues/29712\n\nlegend {\n  float: left; // 1\n  width: 100%;\n  padding: 0;\n  margin-bottom: $legend-margin-bottom;\n  @include font-size($legend-font-size);\n  font-weight: $legend-font-weight;\n  line-height: inherit;\n\n  + * {\n    clear: left; // 2\n  }\n}\n\n// Fix height of inputs with a type of datetime-local, date, month, week, or time\n// See https://github.com/twbs/bootstrap/issues/18842\n\n::-webkit-datetime-edit-fields-wrapper,\n::-webkit-datetime-edit-text,\n::-webkit-datetime-edit-minute,\n::-webkit-datetime-edit-hour-field,\n::-webkit-datetime-edit-day-field,\n::-webkit-datetime-edit-month-field,\n::-webkit-datetime-edit-year-field {\n  padding: 0;\n}\n\n::-webkit-inner-spin-button {\n  height: auto;\n}\n\n// 1. This overrides the extra rounded corners on search inputs in iOS so that our\n//    `.form-control` class can properly style them. Note that this cannot simply\n//    be added to `.form-control` as it's not specific enough. For details, see\n//    https://github.com/twbs/bootstrap/issues/11586.\n// 2. Correct the outline style in Safari.\n\n[type=\"search\"] {\n  -webkit-appearance: textfield; // 1\n  outline-offset: -2px; // 2\n}\n\n// 1. A few input types should stay LTR\n// See https://rtlstyling.com/posts/rtl-styling#form-inputs\n// 2. RTL only output\n// See https://rtlcss.com/learn/usage-guide/control-directives/#raw\n\n/* rtl:raw:\n[type=\"tel\"],\n[type=\"url\"],\n[type=\"email\"],\n[type=\"number\"] {\n  direction: ltr;\n}\n*/\n\n// Remove the inner padding in Chrome and Safari on macOS.\n\n::-webkit-search-decoration {\n  -webkit-appearance: none;\n}\n\n// Remove padding around color pickers in webkit browsers\n\n::-webkit-color-swatch-wrapper {\n  padding: 0;\n}\n\n\n// 1. Inherit font family and line height for file input buttons\n// 2. Correct the inability to style clickable types in iOS and Safari.\n\n::file-selector-button {\n  font: inherit; // 1\n  -webkit-appearance: button; // 2\n}\n\n// Correct element displays\n\noutput {\n  display: inline-block;\n}\n\n// Remove border from iframe\n\niframe {\n  border: 0;\n}\n\n// Summary\n//\n// 1. Add the correct display in all browsers\n\nsummary {\n  display: list-item; // 1\n  cursor: pointer;\n}\n\n\n// Progress\n//\n// Add the correct vertical alignment in Chrome, Firefox, and Opera.\n\nprogress {\n  vertical-align: baseline;\n}\n\n\n// Hidden attribute\n//\n// Always hide an element with the `hidden` HTML attribute.\n\n[hidden] {\n  display: none !important;\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n$accordion-button-focus-border-color:     $input-focus-border-color !default;\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-active-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n","// stylelint-disable property-disallowed-list\n// Single side border-radius\n\n// Helper function to replace negative values with 0\n@function valid-radius($radius) {\n  $return: ();\n  @each $value in $radius {\n    @if type-of($value) == number {\n      $return: append($return, max($value, 0));\n    } @else {\n      $return: append($return, $value);\n    }\n  }\n  @return $return;\n}\n\n// scss-docs-start border-radius-mixins\n@mixin border-radius($radius: $border-radius, $fallback-border-radius: false) {\n  @if $enable-rounded {\n    border-radius: valid-radius($radius);\n  }\n  @else if $fallback-border-radius != false {\n    border-radius: $fallback-border-radius;\n  }\n}\n\n@mixin border-top-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n    border-top-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-right-radius: valid-radius($radius);\n    border-bottom-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-right-radius: valid-radius($radius);\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-top-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-left-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-top-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-top-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-end-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-right-radius: valid-radius($radius);\n  }\n}\n\n@mixin border-bottom-start-radius($radius: $border-radius) {\n  @if $enable-rounded {\n    border-bottom-left-radius: valid-radius($radius);\n  }\n}\n// scss-docs-end border-radius-mixins\n","//\n// Headings\n//\n.h1 {\n  @extend h1;\n}\n\n.h2 {\n  @extend h2;\n}\n\n.h3 {\n  @extend h3;\n}\n\n.h4 {\n  @extend h4;\n}\n\n.h5 {\n  @extend h5;\n}\n\n.h6 {\n  @extend h6;\n}\n\n\n.lead {\n  @include font-size($lead-font-size);\n  font-weight: $lead-font-weight;\n}\n\n// Type display classes\n@each $display, $font-size in $display-font-sizes {\n  .display-#{$display} {\n    @include font-size($font-size);\n    font-family: $display-font-family;\n    font-style: $display-font-style;\n    font-weight: $display-font-weight;\n    line-height: $display-line-height;\n  }\n}\n\n//\n// Emphasis\n//\n.small {\n  @extend small;\n}\n\n.mark {\n  @extend mark;\n}\n\n//\n// Lists\n//\n\n.list-unstyled {\n  @include list-unstyled();\n}\n\n// Inline turns list items into inline-block\n.list-inline {\n  @include list-unstyled();\n}\n.list-inline-item {\n  display: inline-block;\n\n  &:not(:last-child) {\n    margin-right: $list-inline-padding;\n  }\n}\n\n\n//\n// Misc\n//\n\n// Builds on `abbr`\n.initialism {\n  @include font-size($initialism-font-size);\n  text-transform: uppercase;\n}\n\n// Blockquotes\n.blockquote {\n  margin-bottom: $blockquote-margin-y;\n  @include font-size($blockquote-font-size);\n\n  > :last-child {\n    margin-bottom: 0;\n  }\n}\n\n.blockquote-footer {\n  margin-top: -$blockquote-margin-y;\n  margin-bottom: $blockquote-margin-y;\n  @include font-size($blockquote-footer-font-size);\n  color: $blockquote-footer-color;\n\n  &::before {\n    content: \"\\2014\\00A0\"; // em dash, nbsp\n  }\n}\n","// Lists\n\n// Unstyled keeps list items block level, just removes default browser padding and list-style\n@mixin list-unstyled {\n  padding-left: 0;\n  list-style: none;\n}\n","// Override bootstrap variables\n$spacer: 1rem;\n\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1400px,\n);\n\n$grid-breakpoints: (\n  xs: 0,\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1200px,\n);\n\n$dropdown-link-hover-bg: var(--pst-color-surface);\n// --pst-color-surface can also be assigned to the dark variant because it is\n// scoped to different values depending on light/dark theme\n$dropdown-dark-link-hover-bg: var(--pst-color-surface);\n$dropdown-link-active-bg: var(--pst-color-surface);\n$dropdown-dark-link-active-bg: var(--pst-color-surface);\n","// Responsive images (ensure images don't scale beyond their parents)\n//\n// This is purposefully opt-in via an explicit class rather than being the default for all `<img>`s.\n// We previously tried the \"images are responsive by default\" approach in Bootstrap v2,\n// and abandoned it in Bootstrap v3 because it breaks lots of third-party widgets (including Google Maps)\n// which weren't expecting the images within themselves to be involuntarily resized.\n// See also https://github.com/twbs/bootstrap/issues/18178\n.img-fluid {\n  @include img-fluid();\n}\n\n\n// Image thumbnails\n.img-thumbnail {\n  padding: $thumbnail-padding;\n  background-color: $thumbnail-bg;\n  border: $thumbnail-border-width solid $thumbnail-border-color;\n  @include border-radius($thumbnail-border-radius);\n  @include box-shadow($thumbnail-box-shadow);\n\n  // Keep them at most 100% wide\n  @include img-fluid();\n}\n\n//\n// Figures\n//\n\n.figure {\n  // Ensures the caption's text aligns with the image.\n  display: inline-block;\n}\n\n.figure-img {\n  margin-bottom: $spacer * .5;\n  line-height: 1;\n}\n\n.figure-caption {\n  @include font-size($figure-caption-font-size);\n  color: $figure-caption-color;\n}\n","// Image Mixins\n// - Responsive image\n// - Retina image\n\n\n// Responsive image\n//\n// Keep images from scaling beyond the width of their parents.\n\n@mixin img-fluid {\n  // Part 1: Set a maximum relative to the parent\n  max-width: 100%;\n  // Part 2: Override the height to auto, otherwise images will be stretched\n  // when setting a width and height attribute on the img element.\n  height: auto;\n}\n","// Container widths\n//\n// Set the container width, and override it for fixed navbars in media queries.\n\n@if $enable-container-classes {\n  // Single container class with breakpoint max-widths\n  .container,\n  // 100% wide container at all breakpoints\n  .container-fluid {\n    @include make-container();\n  }\n\n  // Responsive containers that are 100% wide until a breakpoint\n  @each $breakpoint, $container-max-width in $container-max-widths {\n    .container-#{$breakpoint} {\n      @extend .container-fluid;\n    }\n\n    @include media-breakpoint-up($breakpoint, $grid-breakpoints) {\n      %responsive-container-#{$breakpoint} {\n        max-width: $container-max-width;\n      }\n\n      // Extend each breakpoint which is smaller or equal to the current breakpoint\n      $extend-breakpoint: true;\n\n      @each $name, $width in $grid-breakpoints {\n        @if ($extend-breakpoint) {\n          .container#{breakpoint-infix($name, $grid-breakpoints)} {\n            @extend %responsive-container-#{$breakpoint};\n          }\n\n          // Once the current breakpoint is reached, stop extending\n          @if ($breakpoint == $name) {\n            $extend-breakpoint: false;\n          }\n        }\n      }\n    }\n  }\n}\n","// Container mixins\n\n@mixin make-container($gutter: $container-padding-x) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  width: 100%;\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-right: auto;\n  margin-left: auto;\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n","// Row\n//\n// Rows contain your columns.\n\n:root {\n  @each $name, $value in $grid-breakpoints {\n    --#{$prefix}breakpoint-#{$name}: #{$value};\n  }\n}\n\n@if $enable-grid-classes {\n  .row {\n    @include make-row();\n\n    > * {\n      @include make-col-ready();\n    }\n  }\n}\n\n@if $enable-cssgrid {\n  .grid {\n    display: grid;\n    grid-template-rows: repeat(var(--#{$prefix}rows, 1), 1fr);\n    grid-template-columns: repeat(var(--#{$prefix}columns, #{$grid-columns}), 1fr);\n    gap: var(--#{$prefix}gap, #{$grid-gutter-width});\n\n    @include make-cssgrid();\n  }\n}\n\n\n// Columns\n//\n// Common styles for small and large grid columns\n\n@if $enable-grid-classes {\n  @include make-grid-columns();\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is and invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","//\n// Basic Bootstrap table\n//\n\n.table {\n  // Reset needed for nesting tables\n  --#{$prefix}table-color-type: initial;\n  --#{$prefix}table-bg-type: initial;\n  --#{$prefix}table-color-state: initial;\n  --#{$prefix}table-bg-state: initial;\n  // End of reset\n  --#{$prefix}table-color: #{$table-color};\n  --#{$prefix}table-bg: #{$table-bg};\n  --#{$prefix}table-border-color: #{$table-border-color};\n  --#{$prefix}table-accent-bg: #{$table-accent-bg};\n  --#{$prefix}table-striped-color: #{$table-striped-color};\n  --#{$prefix}table-striped-bg: #{$table-striped-bg};\n  --#{$prefix}table-active-color: #{$table-active-color};\n  --#{$prefix}table-active-bg: #{$table-active-bg};\n  --#{$prefix}table-hover-color: #{$table-hover-color};\n  --#{$prefix}table-hover-bg: #{$table-hover-bg};\n\n  width: 100%;\n  margin-bottom: $spacer;\n  vertical-align: $table-cell-vertical-align;\n  border-color: var(--#{$prefix}table-border-color);\n\n  // Target th & td\n  // We need the child combinator to prevent styles leaking to nested tables which doesn't have a `.table` class.\n  // We use the universal selectors here to simplify the selector (else we would need 6 different selectors).\n  // Another advantage is that this generates less code and makes the selector less specific making it easier to override.\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    padding: $table-cell-padding-y $table-cell-padding-x;\n    // Following the precept of cascades: https://codepen.io/miriamsuzanne/full/vYNgodb\n    color: var(--#{$prefix}table-color-state, var(--#{$prefix}table-color-type, var(--#{$prefix}table-color)));\n    background-color: var(--#{$prefix}table-bg);\n    border-bottom-width: $table-border-width;\n    box-shadow: inset 0 0 0 9999px var(--#{$prefix}table-bg-state, var(--#{$prefix}table-bg-type, var(--#{$prefix}table-accent-bg)));\n  }\n\n  > tbody {\n    vertical-align: inherit;\n  }\n\n  > thead {\n    vertical-align: bottom;\n  }\n}\n\n.table-group-divider {\n  border-top: calc(#{$table-border-width} * 2) solid $table-group-separator-color; // stylelint-disable-line function-disallowed-list\n}\n\n//\n// Change placement of captions with a class\n//\n\n.caption-top {\n  caption-side: top;\n}\n\n\n//\n// Condensed table w/ half padding\n//\n\n.table-sm {\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    padding: $table-cell-padding-y-sm $table-cell-padding-x-sm;\n  }\n}\n\n\n// Border versions\n//\n// Add or remove borders all around the table and between all the columns.\n//\n// When borders are added on all sides of the cells, the corners can render odd when\n// these borders do not have the same color or if they are semi-transparent.\n// Therefor we add top and border bottoms to the `tr`s and left and right borders\n// to the `td`s or `th`s\n\n.table-bordered {\n  > :not(caption) > * {\n    border-width: $table-border-width 0;\n\n    // stylelint-disable-next-line selector-max-universal\n    > * {\n      border-width: 0 $table-border-width;\n    }\n  }\n}\n\n.table-borderless {\n  // stylelint-disable-next-line selector-max-universal\n  > :not(caption) > * > * {\n    border-bottom-width: 0;\n  }\n\n  > :not(:first-child) {\n    border-top-width: 0;\n  }\n}\n\n// Zebra-striping\n//\n// Default zebra-stripe styles (alternating gray and transparent backgrounds)\n\n// For rows\n.table-striped {\n  > tbody > tr:nth-of-type(#{$table-striped-order}) > * {\n    --#{$prefix}table-color-type: var(--#{$prefix}table-striped-color);\n    --#{$prefix}table-bg-type: var(--#{$prefix}table-striped-bg);\n  }\n}\n\n// For columns\n.table-striped-columns {\n  > :not(caption) > tr > :nth-child(#{$table-striped-columns-order}) {\n    --#{$prefix}table-color-type: var(--#{$prefix}table-striped-color);\n    --#{$prefix}table-bg-type: var(--#{$prefix}table-striped-bg);\n  }\n}\n\n// Active table\n//\n// The `.table-active` class can be added to highlight rows or cells\n\n.table-active {\n  --#{$prefix}table-color-state: var(--#{$prefix}table-active-color);\n  --#{$prefix}table-bg-state: var(--#{$prefix}table-active-bg);\n}\n\n// Hover effect\n//\n// Placed here since it has to come after the potential zebra striping\n\n.table-hover {\n  > tbody > tr:hover > * {\n    --#{$prefix}table-color-state: var(--#{$prefix}table-hover-color);\n    --#{$prefix}table-bg-state: var(--#{$prefix}table-hover-bg);\n  }\n}\n\n\n// Table variants\n//\n// Table variants set the table cell backgrounds, border colors\n// and the colors of the striped, hovered & active tables\n\n@each $color, $value in $table-variants {\n  @include table-variant($color, $value);\n}\n\n// Responsive tables\n//\n// Generate series of `.table-responsive-*` classes for configuring the screen\n// size of where your table will overflow.\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n  @include media-breakpoint-down($breakpoint) {\n    .table-responsive#{$infix} {\n      overflow-x: auto;\n      -webkit-overflow-scrolling: touch;\n    }\n  }\n}\n","// scss-docs-start table-variant\n@mixin table-variant($state, $background) {\n  .table-#{$state} {\n    $color: color-contrast(opaque($body-bg, $background));\n    $hover-bg: mix($color, $background, percentage($table-hover-bg-factor));\n    $striped-bg: mix($color, $background, percentage($table-striped-bg-factor));\n    $active-bg: mix($color, $background, percentage($table-active-bg-factor));\n    $table-border-color: mix($color, $background, percentage($table-border-factor));\n\n    --#{$prefix}table-color: #{$color};\n    --#{$prefix}table-bg: #{$background};\n    --#{$prefix}table-border-color: #{$table-border-color};\n    --#{$prefix}table-striped-bg: #{$striped-bg};\n    --#{$prefix}table-striped-color: #{color-contrast($striped-bg)};\n    --#{$prefix}table-active-bg: #{$active-bg};\n    --#{$prefix}table-active-color: #{color-contrast($active-bg)};\n    --#{$prefix}table-hover-bg: #{$hover-bg};\n    --#{$prefix}table-hover-color: #{color-contrast($hover-bg)};\n\n    color: var(--#{$prefix}table-color);\n    border-color: var(--#{$prefix}table-border-color);\n  }\n}\n// scss-docs-end table-variant\n","//\n// Labels\n//\n\n.form-label {\n  margin-bottom: $form-label-margin-bottom;\n  @include font-size($form-label-font-size);\n  font-style: $form-label-font-style;\n  font-weight: $form-label-font-weight;\n  color: $form-label-color;\n}\n\n// For use with horizontal and inline forms, when you need the label (or legend)\n// text to align with the form controls.\n.col-form-label {\n  padding-top: add($input-padding-y, $input-border-width);\n  padding-bottom: add($input-padding-y, $input-border-width);\n  margin-bottom: 0; // Override the `<legend>` default\n  @include font-size(inherit); // Override the `<legend>` default\n  font-style: $form-label-font-style;\n  font-weight: $form-label-font-weight;\n  line-height: $input-line-height;\n  color: $form-label-color;\n}\n\n.col-form-label-lg {\n  padding-top: add($input-padding-y-lg, $input-border-width);\n  padding-bottom: add($input-padding-y-lg, $input-border-width);\n  @include font-size($input-font-size-lg);\n}\n\n.col-form-label-sm {\n  padding-top: add($input-padding-y-sm, $input-border-width);\n  padding-bottom: add($input-padding-y-sm, $input-border-width);\n  @include font-size($input-font-size-sm);\n}\n","//\n// Form text\n//\n\n.form-text {\n  margin-top: $form-text-margin-top;\n  @include font-size($form-text-font-size);\n  font-style: $form-text-font-style;\n  font-weight: $form-text-font-weight;\n  color: $form-text-color;\n}\n","//\n// General form controls (plus a few specific high-level interventions)\n//\n\n.form-control {\n  display: block;\n  width: 100%;\n  padding: $input-padding-y $input-padding-x;\n  font-family: $input-font-family;\n  @include font-size($input-font-size);\n  font-weight: $input-font-weight;\n  line-height: $input-line-height;\n  color: $input-color;\n  appearance: none; // Fix appearance for date inputs in Safari\n  background-color: $input-bg;\n  background-clip: padding-box;\n  border: $input-border-width solid $input-border-color;\n\n  // Note: This has no effect on <select>s in some browsers, due to the limited stylability of `<select>`s in CSS.\n  @include border-radius($input-border-radius, 0);\n\n  @include box-shadow($input-box-shadow);\n  @include transition($input-transition);\n\n  &[type=\"file\"] {\n    overflow: hidden; // prevent pseudo element button overlap\n\n    &:not(:disabled):not([readonly]) {\n      cursor: pointer;\n    }\n  }\n\n  // Customize the `:focus` state to imitate native WebKit styles.\n  &:focus {\n    color: $input-focus-color;\n    background-color: $input-focus-bg;\n    border-color: $input-focus-border-color;\n    outline: 0;\n    @if $enable-shadows {\n      @include box-shadow($input-box-shadow, $input-focus-box-shadow);\n    } @else {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      box-shadow: $input-focus-box-shadow;\n    }\n  }\n\n  &::-webkit-date-and-time-value {\n    // On Android Chrome, form-control's \"width: 100%\" makes the input width too small\n    // Tested under Android 11 / Chrome 89, Android 12 / Chrome 100, Android 13 / Chrome 109\n    //\n    // On iOS Safari, form-control's \"appearance: none\" + \"width: 100%\" makes the input width too small\n    // Tested under iOS 16.2 / Safari 16.2\n    min-width: 85px; // Seems to be a good minimum safe width\n\n    // Add some height to date inputs on iOS\n    // https://github.com/twbs/bootstrap/issues/23307\n    // TODO: we can remove this workaround once https://bugs.webkit.org/show_bug.cgi?id=198959 is resolved\n    // Multiply line-height by 1em if it has no unit\n    height: if(unit($input-line-height) == \"\", $input-line-height * 1em, $input-line-height);\n\n    // Android Chrome type=\"date\" is taller than the other inputs\n    // because of \"margin: 1px 24px 1px 4px\" inside the shadow DOM\n    // Tested under Android 11 / Chrome 89, Android 12 / Chrome 100, Android 13 / Chrome 109\n    margin: 0;\n  }\n\n  // Prevent excessive date input height in Webkit\n  // https://github.com/twbs/bootstrap/issues/34433\n  &::-webkit-datetime-edit {\n    display: block;\n    padding: 0;\n  }\n\n  // Placeholder\n  &::placeholder {\n    color: $input-placeholder-color;\n    // Override Firefox's unusual default opacity; see https://github.com/twbs/bootstrap/pull/11526.\n    opacity: 1;\n  }\n\n  // Disabled inputs\n  //\n  // HTML5 says that controls under a fieldset > legend:first-child won't be\n  // disabled if the fieldset is disabled. Due to implementation difficulty, we\n  // don't honor that edge case; we style them as disabled anyway.\n  &:disabled {\n    color: $input-disabled-color;\n    background-color: $input-disabled-bg;\n    border-color: $input-disabled-border-color;\n    // iOS fix for unreadable disabled content; see https://github.com/twbs/bootstrap/issues/11655.\n    opacity: 1;\n  }\n\n  // File input buttons theming\n  &::file-selector-button {\n    padding: $input-padding-y $input-padding-x;\n    margin: (-$input-padding-y) (-$input-padding-x);\n    margin-inline-end: $input-padding-x;\n    color: $form-file-button-color;\n    @include gradient-bg($form-file-button-bg);\n    pointer-events: none;\n    border-color: inherit;\n    border-style: solid;\n    border-width: 0;\n    border-inline-end-width: $input-border-width;\n    border-radius: 0; // stylelint-disable-line property-disallowed-list\n    @include transition($btn-transition);\n  }\n\n  &:hover:not(:disabled):not([readonly])::file-selector-button {\n    background-color: $form-file-button-hover-bg;\n  }\n}\n\n// Readonly controls as plain text\n//\n// Apply class to a readonly input to make it appear like regular plain\n// text (without any border, background color, focus indicator)\n\n.form-control-plaintext {\n  display: block;\n  width: 100%;\n  padding: $input-padding-y 0;\n  margin-bottom: 0; // match inputs if this class comes on inputs with default margins\n  line-height: $input-line-height;\n  color: $input-plaintext-color;\n  background-color: transparent;\n  border: solid transparent;\n  border-width: $input-border-width 0;\n\n  &:focus {\n    outline: 0;\n  }\n\n  &.form-control-sm,\n  &.form-control-lg {\n    padding-right: 0;\n    padding-left: 0;\n  }\n}\n\n// Form control sizing\n//\n// Build on `.form-control` with modifier classes to decrease or increase the\n// height and font-size of form controls.\n//\n// Repeated in `_input_group.scss` to avoid Sass extend issues.\n\n.form-control-sm {\n  min-height: $input-height-sm;\n  padding: $input-padding-y-sm $input-padding-x-sm;\n  @include font-size($input-font-size-sm);\n  @include border-radius($input-border-radius-sm);\n\n  &::file-selector-button {\n    padding: $input-padding-y-sm $input-padding-x-sm;\n    margin: (-$input-padding-y-sm) (-$input-padding-x-sm);\n    margin-inline-end: $input-padding-x-sm;\n  }\n}\n\n.form-control-lg {\n  min-height: $input-height-lg;\n  padding: $input-padding-y-lg $input-padding-x-lg;\n  @include font-size($input-font-size-lg);\n  @include border-radius($input-border-radius-lg);\n\n  &::file-selector-button {\n    padding: $input-padding-y-lg $input-padding-x-lg;\n    margin: (-$input-padding-y-lg) (-$input-padding-x-lg);\n    margin-inline-end: $input-padding-x-lg;\n  }\n}\n\n// Make sure textareas don't shrink too much when resized\n// https://github.com/twbs/bootstrap/pull/29124\n// stylelint-disable selector-no-qualifying-type\ntextarea {\n  &.form-control {\n    min-height: $input-height;\n  }\n\n  &.form-control-sm {\n    min-height: $input-height-sm;\n  }\n\n  &.form-control-lg {\n    min-height: $input-height-lg;\n  }\n}\n// stylelint-enable selector-no-qualifying-type\n\n.form-control-color {\n  width: $form-color-width;\n  height: $input-height;\n  padding: $input-padding-y;\n\n  &:not(:disabled):not([readonly]) {\n    cursor: pointer;\n  }\n\n  &::-moz-color-swatch {\n    border: 0 !important; // stylelint-disable-line declaration-no-important\n    @include border-radius($input-border-radius);\n  }\n\n  &::-webkit-color-swatch {\n    border: 0 !important; // stylelint-disable-line declaration-no-important\n    @include border-radius($input-border-radius);\n  }\n\n  &.form-control-sm { height: $input-height-sm; }\n  &.form-control-lg { height: $input-height-lg; }\n}\n","// stylelint-disable property-disallowed-list\n@mixin transition($transition...) {\n  @if length($transition) == 0 {\n    $transition: $transition-base;\n  }\n\n  @if length($transition) > 1 {\n    @each $value in $transition {\n      @if $value == null or $value == none {\n        @warn \"The keyword 'none' or 'null' must be used as a single argument.\";\n      }\n    }\n  }\n\n  @if $enable-transitions {\n    @if nth($transition, 1) != null {\n      transition: $transition;\n    }\n\n    @if $enable-reduced-motion and nth($transition, 1) != null and nth($transition, 1) != none {\n      @media (prefers-reduced-motion: reduce) {\n        transition: none;\n      }\n    }\n  }\n}\n","// Gradients\n\n// scss-docs-start gradient-bg-mixin\n@mixin gradient-bg($color: null) {\n  background-color: $color;\n\n  @if $enable-gradients {\n    background-image: var(--#{$prefix}gradient);\n  }\n}\n// scss-docs-end gradient-bg-mixin\n\n// scss-docs-start gradient-mixins\n// Horizontal gradient, from left to right\n//\n// Creates two color stops, start and end, by specifying a color and position for each color stop.\n@mixin gradient-x($start-color: $gray-700, $end-color: $gray-800, $start-percent: 0%, $end-percent: 100%) {\n  background-image: linear-gradient(to right, $start-color $start-percent, $end-color $end-percent);\n}\n\n// Vertical gradient, from top to bottom\n//\n// Creates two color stops, start and end, by specifying a color and position for each color stop.\n@mixin gradient-y($start-color: $gray-700, $end-color: $gray-800, $start-percent: null, $end-percent: null) {\n  background-image: linear-gradient(to bottom, $start-color $start-percent, $end-color $end-percent);\n}\n\n@mixin gradient-directional($start-color: $gray-700, $end-color: $gray-800, $deg: 45deg) {\n  background-image: linear-gradient($deg, $start-color, $end-color);\n}\n\n@mixin gradient-x-three-colors($start-color: $blue, $mid-color: $purple, $color-stop: 50%, $end-color: $red) {\n  background-image: linear-gradient(to right, $start-color, $mid-color $color-stop, $end-color);\n}\n\n@mixin gradient-y-three-colors($start-color: $blue, $mid-color: $purple, $color-stop: 50%, $end-color: $red) {\n  background-image: linear-gradient($start-color, $mid-color $color-stop, $end-color);\n}\n\n@mixin gradient-radial($inner-color: $gray-700, $outer-color: $gray-800) {\n  background-image: radial-gradient(circle, $inner-color, $outer-color);\n}\n\n@mixin gradient-striped($color: rgba($white, .15), $angle: 45deg) {\n  background-image: linear-gradient($angle, $color 25%, transparent 25%, transparent 50%, $color 50%, $color 75%, transparent 75%, transparent);\n}\n// scss-docs-end gradient-mixins\n","// Select\n//\n// Replaces the browser default select with a custom one, mostly pulled from\n// https://primer.github.io/.\n\n.form-select {\n  --#{$prefix}form-select-bg-img: #{escape-svg($form-select-indicator)};\n\n  display: block;\n  width: 100%;\n  padding: $form-select-padding-y $form-select-indicator-padding $form-select-padding-y $form-select-padding-x;\n  font-family: $form-select-font-family;\n  @include font-size($form-select-font-size);\n  font-weight: $form-select-font-weight;\n  line-height: $form-select-line-height;\n  color: $form-select-color;\n  appearance: none;\n  background-color: $form-select-bg;\n  background-image: var(--#{$prefix}form-select-bg-img), var(--#{$prefix}form-select-bg-icon, none);\n  background-repeat: no-repeat;\n  background-position: $form-select-bg-position;\n  background-size: $form-select-bg-size;\n  border: $form-select-border-width solid $form-select-border-color;\n  @include border-radius($form-select-border-radius, 0);\n  @include box-shadow($form-select-box-shadow);\n  @include transition($form-select-transition);\n\n  &:focus {\n    border-color: $form-select-focus-border-color;\n    outline: 0;\n    @if $enable-shadows {\n      @include box-shadow($form-select-box-shadow, $form-select-focus-box-shadow);\n    } @else {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      box-shadow: $form-select-focus-box-shadow;\n    }\n  }\n\n  &[multiple],\n  &[size]:not([size=\"1\"]) {\n    padding-right: $form-select-padding-x;\n    background-image: none;\n  }\n\n  &:disabled {\n    color: $form-select-disabled-color;\n    background-color: $form-select-disabled-bg;\n    border-color: $form-select-disabled-border-color;\n  }\n\n  // Remove outline from select box in FF\n  &:-moz-focusring {\n    color: transparent;\n    text-shadow: 0 0 0 $form-select-color;\n  }\n}\n\n.form-select-sm {\n  padding-top: $form-select-padding-y-sm;\n  padding-bottom: $form-select-padding-y-sm;\n  padding-left: $form-select-padding-x-sm;\n  @include font-size($form-select-font-size-sm);\n  @include border-radius($form-select-border-radius-sm);\n}\n\n.form-select-lg {\n  padding-top: $form-select-padding-y-lg;\n  padding-bottom: $form-select-padding-y-lg;\n  padding-left: $form-select-padding-x-lg;\n  @include font-size($form-select-font-size-lg);\n  @include border-radius($form-select-border-radius-lg);\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .form-select {\n      --#{$prefix}form-select-bg-img: #{escape-svg($form-select-indicator-dark)};\n    }\n  }\n}\n","//\n// Check/radio\n//\n\n.form-check {\n  display: block;\n  min-height: $form-check-min-height;\n  padding-left: $form-check-padding-start;\n  margin-bottom: $form-check-margin-bottom;\n\n  .form-check-input {\n    float: left;\n    margin-left: $form-check-padding-start * -1;\n  }\n}\n\n.form-check-reverse {\n  padding-right: $form-check-padding-start;\n  padding-left: 0;\n  text-align: right;\n\n  .form-check-input {\n    float: right;\n    margin-right: $form-check-padding-start * -1;\n    margin-left: 0;\n  }\n}\n\n.form-check-input {\n  --#{$prefix}form-check-bg: #{$form-check-input-bg};\n\n  flex-shrink: 0;\n  width: $form-check-input-width;\n  height: $form-check-input-width;\n  margin-top: ($line-height-base - $form-check-input-width) * .5; // line-height minus check height\n  vertical-align: top;\n  appearance: none;\n  background-color: var(--#{$prefix}form-check-bg);\n  background-image: var(--#{$prefix}form-check-bg-image);\n  background-repeat: no-repeat;\n  background-position: center;\n  background-size: contain;\n  border: $form-check-input-border;\n  print-color-adjust: exact; // Keep themed appearance for print\n  @include transition($form-check-transition);\n\n  &[type=\"checkbox\"] {\n    @include border-radius($form-check-input-border-radius);\n  }\n\n  &[type=\"radio\"] {\n    // stylelint-disable-next-line property-disallowed-list\n    border-radius: $form-check-radio-border-radius;\n  }\n\n  &:active {\n    filter: $form-check-input-active-filter;\n  }\n\n  &:focus {\n    border-color: $form-check-input-focus-border;\n    outline: 0;\n    box-shadow: $form-check-input-focus-box-shadow;\n  }\n\n  &:checked {\n    background-color: $form-check-input-checked-bg-color;\n    border-color: $form-check-input-checked-border-color;\n\n    &[type=\"checkbox\"] {\n      @if $enable-gradients {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-checked-bg-image)};\n      }\n    }\n\n    &[type=\"radio\"] {\n      @if $enable-gradients {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-radio-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-check-bg-image: #{escape-svg($form-check-radio-checked-bg-image)};\n      }\n    }\n  }\n\n  &[type=\"checkbox\"]:indeterminate {\n    background-color: $form-check-input-indeterminate-bg-color;\n    border-color: $form-check-input-indeterminate-border-color;\n\n    @if $enable-gradients {\n      --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-indeterminate-bg-image)}, var(--#{$prefix}gradient);\n    } @else {\n      --#{$prefix}form-check-bg-image: #{escape-svg($form-check-input-indeterminate-bg-image)};\n    }\n  }\n\n  &:disabled {\n    pointer-events: none;\n    filter: none;\n    opacity: $form-check-input-disabled-opacity;\n  }\n\n  // Use disabled attribute in addition of :disabled pseudo-class\n  // See: https://github.com/twbs/bootstrap/issues/28247\n  &[disabled],\n  &:disabled {\n    ~ .form-check-label {\n      cursor: default;\n      opacity: $form-check-label-disabled-opacity;\n    }\n  }\n}\n\n.form-check-label {\n  color: $form-check-label-color;\n  cursor: $form-check-label-cursor;\n}\n\n//\n// Switch\n//\n\n.form-switch {\n  padding-left: $form-switch-padding-start;\n\n  .form-check-input {\n    --#{$prefix}form-switch-bg: #{escape-svg($form-switch-bg-image)};\n\n    width: $form-switch-width;\n    margin-left: $form-switch-padding-start * -1;\n    background-image: var(--#{$prefix}form-switch-bg);\n    background-position: left center;\n    @include border-radius($form-switch-border-radius);\n    @include transition($form-switch-transition);\n\n    &:focus {\n      --#{$prefix}form-switch-bg: #{escape-svg($form-switch-focus-bg-image)};\n    }\n\n    &:checked {\n      background-position: $form-switch-checked-bg-position;\n\n      @if $enable-gradients {\n        --#{$prefix}form-switch-bg: #{escape-svg($form-switch-checked-bg-image)}, var(--#{$prefix}gradient);\n      } @else {\n        --#{$prefix}form-switch-bg: #{escape-svg($form-switch-checked-bg-image)};\n      }\n    }\n  }\n\n  &.form-check-reverse {\n    padding-right: $form-switch-padding-start;\n    padding-left: 0;\n\n    .form-check-input {\n      margin-right: $form-switch-padding-start * -1;\n      margin-left: 0;\n    }\n  }\n}\n\n.form-check-inline {\n  display: inline-block;\n  margin-right: $form-check-inline-margin-end;\n}\n\n.btn-check {\n  position: absolute;\n  clip: rect(0, 0, 0, 0);\n  pointer-events: none;\n\n  &[disabled],\n  &:disabled {\n    + .btn {\n      pointer-events: none;\n      filter: none;\n      opacity: $form-check-btn-check-disabled-opacity;\n    }\n  }\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .form-switch .form-check-input:not(:checked):not(:focus) {\n      --#{$prefix}form-switch-bg: #{escape-svg($form-switch-bg-image-dark)};\n    }\n  }\n}\n","// Range\n//\n// Style range inputs the same across browsers. Vendor-specific rules for pseudo\n// elements cannot be mixed. As such, there are no shared styles for focus or\n// active states on prefixed selectors.\n\n.form-range {\n  width: 100%;\n  height: add($form-range-thumb-height, $form-range-thumb-focus-box-shadow-width * 2);\n  padding: 0; // Need to reset padding\n  appearance: none;\n  background-color: transparent;\n\n  &:focus {\n    outline: 0;\n\n    // Pseudo-elements must be split across multiple rulesets to have an effect.\n    // No box-shadow() mixin for focus accessibility.\n    &::-webkit-slider-thumb { box-shadow: $form-range-thumb-focus-box-shadow; }\n    &::-moz-range-thumb     { box-shadow: $form-range-thumb-focus-box-shadow; }\n  }\n\n  &::-moz-focus-outer {\n    border: 0;\n  }\n\n  &::-webkit-slider-thumb {\n    width: $form-range-thumb-width;\n    height: $form-range-thumb-height;\n    margin-top: ($form-range-track-height - $form-range-thumb-height) * .5; // Webkit specific\n    appearance: none;\n    @include gradient-bg($form-range-thumb-bg);\n    border: $form-range-thumb-border;\n    @include border-radius($form-range-thumb-border-radius);\n    @include box-shadow($form-range-thumb-box-shadow);\n    @include transition($form-range-thumb-transition);\n\n    &:active {\n      @include gradient-bg($form-range-thumb-active-bg);\n    }\n  }\n\n  &::-webkit-slider-runnable-track {\n    width: $form-range-track-width;\n    height: $form-range-track-height;\n    color: transparent; // Why?\n    cursor: $form-range-track-cursor;\n    background-color: $form-range-track-bg;\n    border-color: transparent;\n    @include border-radius($form-range-track-border-radius);\n    @include box-shadow($form-range-track-box-shadow);\n  }\n\n  &::-moz-range-thumb {\n    width: $form-range-thumb-width;\n    height: $form-range-thumb-height;\n    appearance: none;\n    @include gradient-bg($form-range-thumb-bg);\n    border: $form-range-thumb-border;\n    @include border-radius($form-range-thumb-border-radius);\n    @include box-shadow($form-range-thumb-box-shadow);\n    @include transition($form-range-thumb-transition);\n\n    &:active {\n      @include gradient-bg($form-range-thumb-active-bg);\n    }\n  }\n\n  &::-moz-range-track {\n    width: $form-range-track-width;\n    height: $form-range-track-height;\n    color: transparent;\n    cursor: $form-range-track-cursor;\n    background-color: $form-range-track-bg;\n    border-color: transparent; // Firefox specific?\n    @include border-radius($form-range-track-border-radius);\n    @include box-shadow($form-range-track-box-shadow);\n  }\n\n  &:disabled {\n    pointer-events: none;\n\n    &::-webkit-slider-thumb {\n      background-color: $form-range-thumb-disabled-bg;\n    }\n\n    &::-moz-range-thumb {\n      background-color: $form-range-thumb-disabled-bg;\n    }\n  }\n}\n",".form-floating {\n  position: relative;\n\n  > .form-control,\n  > .form-control-plaintext,\n  > .form-select {\n    height: $form-floating-height;\n    min-height: $form-floating-height;\n    line-height: $form-floating-line-height;\n  }\n\n  > label {\n    position: absolute;\n    top: 0;\n    left: 0;\n    z-index: 2;\n    height: 100%; // allow textareas\n    padding: $form-floating-padding-y $form-floating-padding-x;\n    overflow: hidden;\n    text-align: start;\n    text-overflow: ellipsis;\n    white-space: nowrap;\n    pointer-events: none;\n    border: $input-border-width solid transparent; // Required for aligning label's text with the input as it affects inner box model\n    transform-origin: 0 0;\n    @include transition($form-floating-transition);\n  }\n\n  > .form-control,\n  > .form-control-plaintext {\n    padding: $form-floating-padding-y $form-floating-padding-x;\n\n    &::placeholder {\n      color: transparent;\n    }\n\n    &:focus,\n    &:not(:placeholder-shown) {\n      padding-top: $form-floating-input-padding-t;\n      padding-bottom: $form-floating-input-padding-b;\n    }\n    // Duplicated because `:-webkit-autofill` invalidates other selectors when grouped\n    &:-webkit-autofill {\n      padding-top: $form-floating-input-padding-t;\n      padding-bottom: $form-floating-input-padding-b;\n    }\n  }\n\n  > .form-select {\n    padding-top: $form-floating-input-padding-t;\n    padding-bottom: $form-floating-input-padding-b;\n  }\n\n  > .form-control:focus,\n  > .form-control:not(:placeholder-shown),\n  > .form-control-plaintext,\n  > .form-select {\n    ~ label {\n      color: rgba(var(--#{$prefix}body-color-rgb), #{$form-floating-label-opacity});\n      transform: $form-floating-label-transform;\n\n      &::after {\n        position: absolute;\n        inset: $form-floating-padding-y ($form-floating-padding-x * .5);\n        z-index: -1;\n        height: $form-floating-label-height;\n        content: \"\";\n        background-color: $input-bg;\n        @include border-radius($input-border-radius);\n      }\n    }\n  }\n  // Duplicated because `:-webkit-autofill` invalidates other selectors when grouped\n  > .form-control:-webkit-autofill {\n    ~ label {\n      color: rgba(var(--#{$prefix}body-color-rgb), #{$form-floating-label-opacity});\n      transform: $form-floating-label-transform;\n    }\n  }\n\n  > .form-control-plaintext {\n    ~ label {\n      border-width: $input-border-width 0; // Required to properly position label text - as explained above\n    }\n  }\n\n  > :disabled ~ label,\n  > .form-control:disabled ~ label { // Required for `.form-control`s because of specificity\n    color: $form-floating-label-disabled-color;\n\n    &::after {\n      background-color: $input-disabled-bg;\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.input-group {\n  position: relative;\n  display: flex;\n  flex-wrap: wrap; // For form validation feedback\n  align-items: stretch;\n  width: 100%;\n\n  > .form-control,\n  > .form-select,\n  > .form-floating {\n    position: relative; // For focus state's z-index\n    flex: 1 1 auto;\n    width: 1%;\n    min-width: 0; // https://stackoverflow.com/questions/36247140/why-dont-flex-items-shrink-past-content-size\n  }\n\n  // Bring the \"active\" form control to the top of surrounding elements\n  > .form-control:focus,\n  > .form-select:focus,\n  > .form-floating:focus-within {\n    z-index: 5;\n  }\n\n  // Ensure buttons are always above inputs for more visually pleasing borders.\n  // This isn't needed for `.input-group-text` since it shares the same border-color\n  // as our inputs.\n  .btn {\n    position: relative;\n    z-index: 2;\n\n    &:focus {\n      z-index: 5;\n    }\n  }\n}\n\n\n// Textual addons\n//\n// Serves as a catch-all element for any text or radio/checkbox input you wish\n// to prepend or append to an input.\n\n.input-group-text {\n  display: flex;\n  align-items: center;\n  padding: $input-group-addon-padding-y $input-group-addon-padding-x;\n  @include font-size($input-font-size); // Match inputs\n  font-weight: $input-group-addon-font-weight;\n  line-height: $input-line-height;\n  color: $input-group-addon-color;\n  text-align: center;\n  white-space: nowrap;\n  background-color: $input-group-addon-bg;\n  border: $input-border-width solid $input-group-addon-border-color;\n  @include border-radius($input-border-radius);\n}\n\n\n// Sizing\n//\n// Remix the default form control sizing classes into new ones for easier\n// manipulation.\n\n.input-group-lg > .form-control,\n.input-group-lg > .form-select,\n.input-group-lg > .input-group-text,\n.input-group-lg > .btn {\n  padding: $input-padding-y-lg $input-padding-x-lg;\n  @include font-size($input-font-size-lg);\n  @include border-radius($input-border-radius-lg);\n}\n\n.input-group-sm > .form-control,\n.input-group-sm > .form-select,\n.input-group-sm > .input-group-text,\n.input-group-sm > .btn {\n  padding: $input-padding-y-sm $input-padding-x-sm;\n  @include font-size($input-font-size-sm);\n  @include border-radius($input-border-radius-sm);\n}\n\n.input-group-lg > .form-select,\n.input-group-sm > .form-select {\n  padding-right: $form-select-padding-x + $form-select-indicator-padding;\n}\n\n\n// Rounded corners\n//\n// These rulesets must come after the sizing ones to properly override sm and lg\n// border-radius values when extending. They're more specific than we'd like\n// with the `.input-group >` part, but without it, we cannot override the sizing.\n\n// stylelint-disable-next-line no-duplicate-selectors\n.input-group {\n  &:not(.has-validation) {\n    > :not(:last-child):not(.dropdown-toggle):not(.dropdown-menu):not(.form-floating),\n    > .dropdown-toggle:nth-last-child(n + 3),\n    > .form-floating:not(:last-child) > .form-control,\n    > .form-floating:not(:last-child) > .form-select {\n      @include border-end-radius(0);\n    }\n  }\n\n  &.has-validation {\n    > :nth-last-child(n + 3):not(.dropdown-toggle):not(.dropdown-menu):not(.form-floating),\n    > .dropdown-toggle:nth-last-child(n + 4),\n    > .form-floating:nth-last-child(n + 3) > .form-control,\n    > .form-floating:nth-last-child(n + 3) > .form-select {\n      @include border-end-radius(0);\n    }\n  }\n\n  $validation-messages: \"\";\n  @each $state in map-keys($form-validation-states) {\n    $validation-messages: $validation-messages + \":not(.\" + unquote($state) + \"-tooltip)\" + \":not(.\" + unquote($state) + \"-feedback)\";\n  }\n\n  > :not(:first-child):not(.dropdown-menu)#{$validation-messages} {\n    margin-left: calc(#{$input-border-width} * -1); // stylelint-disable-line function-disallowed-list\n    @include border-start-radius(0);\n  }\n\n  > .form-floating:not(:first-child) > .form-control,\n  > .form-floating:not(:first-child) > .form-select {\n    @include border-start-radius(0);\n  }\n}\n","// This mixin uses an `if()` technique to be compatible with Dart Sass\n// See https://github.com/sass/sass/issues/1873#issuecomment-152293725 for more details\n\n// scss-docs-start form-validation-mixins\n@mixin form-validation-state-selector($state) {\n  @if ($state == \"valid\" or $state == \"invalid\") {\n    .was-validated #{if(&, \"&\", \"\")}:#{$state},\n    #{if(&, \"&\", \"\")}.is-#{$state} {\n      @content;\n    }\n  } @else {\n    #{if(&, \"&\", \"\")}.is-#{$state} {\n      @content;\n    }\n  }\n}\n\n@mixin form-validation-state(\n  $state,\n  $color,\n  $icon,\n  $tooltip-color: color-contrast($color),\n  $tooltip-bg-color: rgba($color, $form-feedback-tooltip-opacity),\n  $focus-box-shadow: 0 0 $input-btn-focus-blur $input-focus-width rgba($color, $input-btn-focus-color-opacity),\n  $border-color: $color\n) {\n  .#{$state}-feedback {\n    display: none;\n    width: 100%;\n    margin-top: $form-feedback-margin-top;\n    @include font-size($form-feedback-font-size);\n    font-style: $form-feedback-font-style;\n    color: $color;\n  }\n\n  .#{$state}-tooltip {\n    position: absolute;\n    top: 100%;\n    z-index: 5;\n    display: none;\n    max-width: 100%; // Contain to parent when possible\n    padding: $form-feedback-tooltip-padding-y $form-feedback-tooltip-padding-x;\n    margin-top: .1rem;\n    @include font-size($form-feedback-tooltip-font-size);\n    line-height: $form-feedback-tooltip-line-height;\n    color: $tooltip-color;\n    background-color: $tooltip-bg-color;\n    @include border-radius($form-feedback-tooltip-border-radius);\n  }\n\n  @include form-validation-state-selector($state) {\n    ~ .#{$state}-feedback,\n    ~ .#{$state}-tooltip {\n      display: block;\n    }\n  }\n\n  .form-control {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      @if $enable-validation-icons {\n        padding-right: $input-height-inner;\n        background-image: escape-svg($icon);\n        background-repeat: no-repeat;\n        background-position: right $input-height-inner-quarter center;\n        background-size: $input-height-inner-half $input-height-inner-half;\n      }\n\n      &:focus {\n        border-color: $border-color;\n        box-shadow: $focus-box-shadow;\n      }\n    }\n  }\n\n  // stylelint-disable-next-line selector-no-qualifying-type\n  textarea.form-control {\n    @include form-validation-state-selector($state) {\n      @if $enable-validation-icons {\n        padding-right: $input-height-inner;\n        background-position: top $input-height-inner-quarter right $input-height-inner-quarter;\n      }\n    }\n  }\n\n  .form-select {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      @if $enable-validation-icons {\n        &:not([multiple]):not([size]),\n        &:not([multiple])[size=\"1\"] {\n          --#{$prefix}form-select-bg-icon: #{escape-svg($icon)};\n          padding-right: $form-select-feedback-icon-padding-end;\n          background-position: $form-select-bg-position, $form-select-feedback-icon-position;\n          background-size: $form-select-bg-size, $form-select-feedback-icon-size;\n        }\n      }\n\n      &:focus {\n        border-color: $border-color;\n        box-shadow: $focus-box-shadow;\n      }\n    }\n  }\n\n  .form-control-color {\n    @include form-validation-state-selector($state) {\n      @if $enable-validation-icons {\n        width: add($form-color-width, $input-height-inner);\n      }\n    }\n  }\n\n  .form-check-input {\n    @include form-validation-state-selector($state) {\n      border-color: $border-color;\n\n      &:checked {\n        background-color: $color;\n      }\n\n      &:focus {\n        box-shadow: $focus-box-shadow;\n      }\n\n      ~ .form-check-label {\n        color: $color;\n      }\n    }\n  }\n  .form-check-inline .form-check-input {\n    ~ .#{$state}-feedback {\n      margin-left: .5em;\n    }\n  }\n\n  .input-group {\n    > .form-control:not(:focus),\n    > .form-select:not(:focus),\n    > .form-floating:not(:focus-within) {\n      @include form-validation-state-selector($state) {\n        @if $state == \"valid\" {\n          z-index: 3;\n        } @else if $state == \"invalid\" {\n          z-index: 4;\n        }\n      }\n    }\n  }\n}\n// scss-docs-end form-validation-mixins\n","//\n// Base styles\n//\n\n.btn {\n  // scss-docs-start btn-css-vars\n  --#{$prefix}btn-padding-x: #{$btn-padding-x};\n  --#{$prefix}btn-padding-y: #{$btn-padding-y};\n  --#{$prefix}btn-font-family: #{$btn-font-family};\n  @include rfs($btn-font-size, --#{$prefix}btn-font-size);\n  --#{$prefix}btn-font-weight: #{$btn-font-weight};\n  --#{$prefix}btn-line-height: #{$btn-line-height};\n  --#{$prefix}btn-color: #{$btn-color};\n  --#{$prefix}btn-bg: transparent;\n  --#{$prefix}btn-border-width: #{$btn-border-width};\n  --#{$prefix}btn-border-color: transparent;\n  --#{$prefix}btn-border-radius: #{$btn-border-radius};\n  --#{$prefix}btn-hover-border-color: transparent;\n  --#{$prefix}btn-box-shadow: #{$btn-box-shadow};\n  --#{$prefix}btn-disabled-opacity: #{$btn-disabled-opacity};\n  --#{$prefix}btn-focus-box-shadow: 0 0 0 #{$btn-focus-width} rgba(var(--#{$prefix}btn-focus-shadow-rgb), .5);\n  // scss-docs-end btn-css-vars\n\n  display: inline-block;\n  padding: var(--#{$prefix}btn-padding-y) var(--#{$prefix}btn-padding-x);\n  font-family: var(--#{$prefix}btn-font-family);\n  @include font-size(var(--#{$prefix}btn-font-size));\n  font-weight: var(--#{$prefix}btn-font-weight);\n  line-height: var(--#{$prefix}btn-line-height);\n  color: var(--#{$prefix}btn-color);\n  text-align: center;\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: $btn-white-space;\n  vertical-align: middle;\n  cursor: if($enable-button-pointers, pointer, null);\n  user-select: none;\n  border: var(--#{$prefix}btn-border-width) solid var(--#{$prefix}btn-border-color);\n  @include border-radius(var(--#{$prefix}btn-border-radius));\n  @include gradient-bg(var(--#{$prefix}btn-bg));\n  @include box-shadow(var(--#{$prefix}btn-box-shadow));\n  @include transition($btn-transition);\n\n  &:hover {\n    color: var(--#{$prefix}btn-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    background-color: var(--#{$prefix}btn-hover-bg);\n    border-color: var(--#{$prefix}btn-hover-border-color);\n  }\n\n  .btn-check + &:hover {\n    // override for the checkbox/radio buttons\n    color: var(--#{$prefix}btn-color);\n    background-color: var(--#{$prefix}btn-bg);\n    border-color: var(--#{$prefix}btn-border-color);\n  }\n\n  &:focus-visible {\n    color: var(--#{$prefix}btn-hover-color);\n    @include gradient-bg(var(--#{$prefix}btn-hover-bg));\n    border-color: var(--#{$prefix}btn-hover-border-color);\n    outline: 0;\n    // Avoid using mixin so we can pass custom focus shadow properly\n    @if $enable-shadows {\n      box-shadow: var(--#{$prefix}btn-box-shadow), var(--#{$prefix}btn-focus-box-shadow);\n    } @else {\n      box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n    }\n  }\n\n  .btn-check:focus-visible + & {\n    border-color: var(--#{$prefix}btn-hover-border-color);\n    outline: 0;\n    // Avoid using mixin so we can pass custom focus shadow properly\n    @if $enable-shadows {\n      box-shadow: var(--#{$prefix}btn-box-shadow), var(--#{$prefix}btn-focus-box-shadow);\n    } @else {\n      box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n    }\n  }\n\n  .btn-check:checked + &,\n  :not(.btn-check) + &:active,\n  &:first-child:active,\n  &.active,\n  &.show {\n    color: var(--#{$prefix}btn-active-color);\n    background-color: var(--#{$prefix}btn-active-bg);\n    // Remove CSS gradients if they're enabled\n    background-image: if($enable-gradients, none, null);\n    border-color: var(--#{$prefix}btn-active-border-color);\n    @include box-shadow(var(--#{$prefix}btn-active-shadow));\n\n    &:focus-visible {\n      // Avoid using mixin so we can pass custom focus shadow properly\n      @if $enable-shadows {\n        box-shadow: var(--#{$prefix}btn-active-shadow), var(--#{$prefix}btn-focus-box-shadow);\n      } @else {\n        box-shadow: var(--#{$prefix}btn-focus-box-shadow);\n      }\n    }\n  }\n\n  &:disabled,\n  &.disabled,\n  fieldset:disabled & {\n    color: var(--#{$prefix}btn-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}btn-disabled-bg);\n    background-image: if($enable-gradients, none, null);\n    border-color: var(--#{$prefix}btn-disabled-border-color);\n    opacity: var(--#{$prefix}btn-disabled-opacity);\n    @include box-shadow(none);\n  }\n}\n\n\n//\n// Alternate buttons\n//\n\n// scss-docs-start btn-variant-loops\n@each $color, $value in $theme-colors {\n  .btn-#{$color} {\n    @if $color == \"light\" {\n      @include button-variant(\n        $value,\n        $value,\n        $hover-background: shade-color($value, $btn-hover-bg-shade-amount),\n        $hover-border: shade-color($value, $btn-hover-border-shade-amount),\n        $active-background: shade-color($value, $btn-active-bg-shade-amount),\n        $active-border: shade-color($value, $btn-active-border-shade-amount)\n      );\n    } @else if $color == \"dark\" {\n      @include button-variant(\n        $value,\n        $value,\n        $hover-background: tint-color($value, $btn-hover-bg-tint-amount),\n        $hover-border: tint-color($value, $btn-hover-border-tint-amount),\n        $active-background: tint-color($value, $btn-active-bg-tint-amount),\n        $active-border: tint-color($value, $btn-active-border-tint-amount)\n      );\n    } @else {\n      @include button-variant($value, $value);\n    }\n  }\n}\n\n@each $color, $value in $theme-colors {\n  .btn-outline-#{$color} {\n    @include button-outline-variant($value);\n  }\n}\n// scss-docs-end btn-variant-loops\n\n\n//\n// Link buttons\n//\n\n// Make a button look and behave like a link\n.btn-link {\n  --#{$prefix}btn-font-weight: #{$font-weight-normal};\n  --#{$prefix}btn-color: #{$btn-link-color};\n  --#{$prefix}btn-bg: transparent;\n  --#{$prefix}btn-border-color: transparent;\n  --#{$prefix}btn-hover-color: #{$btn-link-hover-color};\n  --#{$prefix}btn-hover-border-color: transparent;\n  --#{$prefix}btn-active-color: #{$btn-link-hover-color};\n  --#{$prefix}btn-active-border-color: transparent;\n  --#{$prefix}btn-disabled-color: #{$btn-link-disabled-color};\n  --#{$prefix}btn-disabled-border-color: transparent;\n  --#{$prefix}btn-box-shadow: 0 0 0 #000; // Can't use `none` as keyword negates all values when used with multiple shadows\n  --#{$prefix}btn-focus-shadow-rgb: #{$btn-link-focus-shadow-rgb};\n\n  text-decoration: $link-decoration;\n  @if $enable-gradients {\n    background-image: none;\n  }\n\n  &:hover,\n  &:focus-visible {\n    text-decoration: $link-hover-decoration;\n  }\n\n  &:focus-visible {\n    color: var(--#{$prefix}btn-color);\n  }\n\n  &:hover {\n    color: var(--#{$prefix}btn-hover-color);\n  }\n\n  // No need for an active state here\n}\n\n\n//\n// Button Sizes\n//\n\n.btn-lg {\n  @include button-size($btn-padding-y-lg, $btn-padding-x-lg, $btn-font-size-lg, $btn-border-radius-lg);\n}\n\n.btn-sm {\n  @include button-size($btn-padding-y-sm, $btn-padding-x-sm, $btn-font-size-sm, $btn-border-radius-sm);\n}\n","// Button variants\n//\n// Easily pump out default styles, as well as :hover, :focus, :active,\n// and disabled options for all buttons\n\n// scss-docs-start btn-variant-mixin\n@mixin button-variant(\n  $background,\n  $border,\n  $color: color-contrast($background),\n  $hover-background: if($color == $color-contrast-light, shade-color($background, $btn-hover-bg-shade-amount), tint-color($background, $btn-hover-bg-tint-amount)),\n  $hover-border: if($color == $color-contrast-light, shade-color($border, $btn-hover-border-shade-amount), tint-color($border, $btn-hover-border-tint-amount)),\n  $hover-color: color-contrast($hover-background),\n  $active-background: if($color == $color-contrast-light, shade-color($background, $btn-active-bg-shade-amount), tint-color($background, $btn-active-bg-tint-amount)),\n  $active-border: if($color == $color-contrast-light, shade-color($border, $btn-active-border-shade-amount), tint-color($border, $btn-active-border-tint-amount)),\n  $active-color: color-contrast($active-background),\n  $disabled-background: $background,\n  $disabled-border: $border,\n  $disabled-color: color-contrast($disabled-background)\n) {\n  --#{$prefix}btn-color: #{$color};\n  --#{$prefix}btn-bg: #{$background};\n  --#{$prefix}btn-border-color: #{$border};\n  --#{$prefix}btn-hover-color: #{$hover-color};\n  --#{$prefix}btn-hover-bg: #{$hover-background};\n  --#{$prefix}btn-hover-border-color: #{$hover-border};\n  --#{$prefix}btn-focus-shadow-rgb: #{to-rgb(mix($color, $border, 15%))};\n  --#{$prefix}btn-active-color: #{$active-color};\n  --#{$prefix}btn-active-bg: #{$active-background};\n  --#{$prefix}btn-active-border-color: #{$active-border};\n  --#{$prefix}btn-active-shadow: #{$btn-active-box-shadow};\n  --#{$prefix}btn-disabled-color: #{$disabled-color};\n  --#{$prefix}btn-disabled-bg: #{$disabled-background};\n  --#{$prefix}btn-disabled-border-color: #{$disabled-border};\n}\n// scss-docs-end btn-variant-mixin\n\n// scss-docs-start btn-outline-variant-mixin\n@mixin button-outline-variant(\n  $color,\n  $color-hover: color-contrast($color),\n  $active-background: $color,\n  $active-border: $color,\n  $active-color: color-contrast($active-background)\n) {\n  --#{$prefix}btn-color: #{$color};\n  --#{$prefix}btn-border-color: #{$color};\n  --#{$prefix}btn-hover-color: #{$color-hover};\n  --#{$prefix}btn-hover-bg: #{$active-background};\n  --#{$prefix}btn-hover-border-color: #{$active-border};\n  --#{$prefix}btn-focus-shadow-rgb: #{to-rgb($color)};\n  --#{$prefix}btn-active-color: #{$active-color};\n  --#{$prefix}btn-active-bg: #{$active-background};\n  --#{$prefix}btn-active-border-color: #{$active-border};\n  --#{$prefix}btn-active-shadow: #{$btn-active-box-shadow};\n  --#{$prefix}btn-disabled-color: #{$color};\n  --#{$prefix}btn-disabled-bg: transparent;\n  --#{$prefix}btn-disabled-border-color: #{$color};\n  --#{$prefix}gradient: none;\n}\n// scss-docs-end btn-outline-variant-mixin\n\n// scss-docs-start btn-size-mixin\n@mixin button-size($padding-y, $padding-x, $font-size, $border-radius) {\n  --#{$prefix}btn-padding-y: #{$padding-y};\n  --#{$prefix}btn-padding-x: #{$padding-x};\n  @include rfs($font-size, --#{$prefix}btn-font-size);\n  --#{$prefix}btn-border-radius: #{$border-radius};\n}\n// scss-docs-end btn-size-mixin\n",".fade {\n  @include transition($transition-fade);\n\n  &:not(.show) {\n    opacity: 0;\n  }\n}\n\n// scss-docs-start collapse-classes\n.collapse {\n  &:not(.show) {\n    display: none;\n  }\n}\n\n.collapsing {\n  height: 0;\n  overflow: hidden;\n  @include transition($transition-collapse);\n\n  &.collapse-horizontal {\n    width: 0;\n    height: auto;\n    @include transition($transition-collapse-width);\n  }\n}\n// scss-docs-end collapse-classes\n","// The dropdown wrapper (`<div>`)\n.dropup,\n.dropend,\n.dropdown,\n.dropstart,\n.dropup-center,\n.dropdown-center {\n  position: relative;\n}\n\n.dropdown-toggle {\n  white-space: nowrap;\n\n  // Generate the caret automatically\n  @include caret();\n}\n\n// The dropdown menu\n.dropdown-menu {\n  // scss-docs-start dropdown-css-vars\n  --#{$prefix}dropdown-zindex: #{$zindex-dropdown};\n  --#{$prefix}dropdown-min-width: #{$dropdown-min-width};\n  --#{$prefix}dropdown-padding-x: #{$dropdown-padding-x};\n  --#{$prefix}dropdown-padding-y: #{$dropdown-padding-y};\n  --#{$prefix}dropdown-spacer: #{$dropdown-spacer};\n  @include rfs($dropdown-font-size, --#{$prefix}dropdown-font-size);\n  --#{$prefix}dropdown-color: #{$dropdown-color};\n  --#{$prefix}dropdown-bg: #{$dropdown-bg};\n  --#{$prefix}dropdown-border-color: #{$dropdown-border-color};\n  --#{$prefix}dropdown-border-radius: #{$dropdown-border-radius};\n  --#{$prefix}dropdown-border-width: #{$dropdown-border-width};\n  --#{$prefix}dropdown-inner-border-radius: #{$dropdown-inner-border-radius};\n  --#{$prefix}dropdown-divider-bg: #{$dropdown-divider-bg};\n  --#{$prefix}dropdown-divider-margin-y: #{$dropdown-divider-margin-y};\n  --#{$prefix}dropdown-box-shadow: #{$dropdown-box-shadow};\n  --#{$prefix}dropdown-link-color: #{$dropdown-link-color};\n  --#{$prefix}dropdown-link-hover-color: #{$dropdown-link-hover-color};\n  --#{$prefix}dropdown-link-hover-bg: #{$dropdown-link-hover-bg};\n  --#{$prefix}dropdown-link-active-color: #{$dropdown-link-active-color};\n  --#{$prefix}dropdown-link-active-bg: #{$dropdown-link-active-bg};\n  --#{$prefix}dropdown-link-disabled-color: #{$dropdown-link-disabled-color};\n  --#{$prefix}dropdown-item-padding-x: #{$dropdown-item-padding-x};\n  --#{$prefix}dropdown-item-padding-y: #{$dropdown-item-padding-y};\n  --#{$prefix}dropdown-header-color: #{$dropdown-header-color};\n  --#{$prefix}dropdown-header-padding-x: #{$dropdown-header-padding-x};\n  --#{$prefix}dropdown-header-padding-y: #{$dropdown-header-padding-y};\n  // scss-docs-end dropdown-css-vars\n\n  position: absolute;\n  z-index: var(--#{$prefix}dropdown-zindex);\n  display: none; // none by default, but block on \"open\" of the menu\n  min-width: var(--#{$prefix}dropdown-min-width);\n  padding: var(--#{$prefix}dropdown-padding-y) var(--#{$prefix}dropdown-padding-x);\n  margin: 0; // Override default margin of ul\n  @include font-size(var(--#{$prefix}dropdown-font-size));\n  color: var(--#{$prefix}dropdown-color);\n  text-align: left; // Ensures proper alignment if parent has it changed (e.g., modal footer)\n  list-style: none;\n  background-color: var(--#{$prefix}dropdown-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}dropdown-border-width) solid var(--#{$prefix}dropdown-border-color);\n  @include border-radius(var(--#{$prefix}dropdown-border-radius));\n  @include box-shadow(var(--#{$prefix}dropdown-box-shadow));\n\n  &[data-bs-popper] {\n    top: 100%;\n    left: 0;\n    margin-top: var(--#{$prefix}dropdown-spacer);\n  }\n\n  @if $dropdown-padding-y == 0 {\n    > .dropdown-item:first-child,\n    > li:first-child .dropdown-item {\n      @include border-top-radius(var(--#{$prefix}dropdown-inner-border-radius));\n    }\n    > .dropdown-item:last-child,\n    > li:last-child .dropdown-item {\n      @include border-bottom-radius(var(--#{$prefix}dropdown-inner-border-radius));\n    }\n\n  }\n}\n\n// scss-docs-start responsive-breakpoints\n// We deliberately hardcode the `bs-` prefix because we check\n// this custom property in JS to determine Popper's positioning\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .dropdown-menu#{$infix}-start {\n      --bs-position: start;\n\n      &[data-bs-popper] {\n        right: auto;\n        left: 0;\n      }\n    }\n\n    .dropdown-menu#{$infix}-end {\n      --bs-position: end;\n\n      &[data-bs-popper] {\n        right: 0;\n        left: auto;\n      }\n    }\n  }\n}\n// scss-docs-end responsive-breakpoints\n\n// Allow for dropdowns to go bottom up (aka, dropup-menu)\n// Just add .dropup after the standard .dropdown class and you're set.\n.dropup {\n  .dropdown-menu[data-bs-popper] {\n    top: auto;\n    bottom: 100%;\n    margin-top: 0;\n    margin-bottom: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(up);\n  }\n}\n\n.dropend {\n  .dropdown-menu[data-bs-popper] {\n    top: 0;\n    right: auto;\n    left: 100%;\n    margin-top: 0;\n    margin-left: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(end);\n    &::after {\n      vertical-align: 0;\n    }\n  }\n}\n\n.dropstart {\n  .dropdown-menu[data-bs-popper] {\n    top: 0;\n    right: 100%;\n    left: auto;\n    margin-top: 0;\n    margin-right: var(--#{$prefix}dropdown-spacer);\n  }\n\n  .dropdown-toggle {\n    @include caret(start);\n    &::before {\n      vertical-align: 0;\n    }\n  }\n}\n\n\n// Dividers (basically an `<hr>`) within the dropdown\n.dropdown-divider {\n  height: 0;\n  margin: var(--#{$prefix}dropdown-divider-margin-y) 0;\n  overflow: hidden;\n  border-top: 1px solid var(--#{$prefix}dropdown-divider-bg);\n  opacity: 1; // Revisit in v6 to de-dupe styles that conflict with <hr> element\n}\n\n// Links, buttons, and more within the dropdown menu\n//\n// `<button>`-specific styles are denoted with `// For <button>s`\n.dropdown-item {\n  display: block;\n  width: 100%; // For `<button>`s\n  padding: var(--#{$prefix}dropdown-item-padding-y) var(--#{$prefix}dropdown-item-padding-x);\n  clear: both;\n  font-weight: $font-weight-normal;\n  color: var(--#{$prefix}dropdown-link-color);\n  text-align: inherit; // For `<button>`s\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: nowrap; // prevent links from randomly breaking onto new lines\n  background-color: transparent; // For `<button>`s\n  border: 0; // For `<button>`s\n  @include border-radius(var(--#{$prefix}dropdown-item-border-radius, 0));\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}dropdown-link-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    @include gradient-bg(var(--#{$prefix}dropdown-link-hover-bg));\n  }\n\n  &.active,\n  &:active {\n    color: var(--#{$prefix}dropdown-link-active-color);\n    text-decoration: none;\n    @include gradient-bg(var(--#{$prefix}dropdown-link-active-bg));\n  }\n\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}dropdown-link-disabled-color);\n    pointer-events: none;\n    background-color: transparent;\n    // Remove CSS gradients if they're enabled\n    background-image: if($enable-gradients, none, null);\n  }\n}\n\n.dropdown-menu.show {\n  display: block;\n}\n\n// Dropdown section headers\n.dropdown-header {\n  display: block;\n  padding: var(--#{$prefix}dropdown-header-padding-y) var(--#{$prefix}dropdown-header-padding-x);\n  margin-bottom: 0; // for use with heading elements\n  @include font-size($font-size-sm);\n  color: var(--#{$prefix}dropdown-header-color);\n  white-space: nowrap; // as with > li > a\n}\n\n// Dropdown text\n.dropdown-item-text {\n  display: block;\n  padding: var(--#{$prefix}dropdown-item-padding-y) var(--#{$prefix}dropdown-item-padding-x);\n  color: var(--#{$prefix}dropdown-link-color);\n}\n\n// Dark dropdowns\n.dropdown-menu-dark {\n  // scss-docs-start dropdown-dark-css-vars\n  --#{$prefix}dropdown-color: #{$dropdown-dark-color};\n  --#{$prefix}dropdown-bg: #{$dropdown-dark-bg};\n  --#{$prefix}dropdown-border-color: #{$dropdown-dark-border-color};\n  --#{$prefix}dropdown-box-shadow: #{$dropdown-dark-box-shadow};\n  --#{$prefix}dropdown-link-color: #{$dropdown-dark-link-color};\n  --#{$prefix}dropdown-link-hover-color: #{$dropdown-dark-link-hover-color};\n  --#{$prefix}dropdown-divider-bg: #{$dropdown-dark-divider-bg};\n  --#{$prefix}dropdown-link-hover-bg: #{$dropdown-dark-link-hover-bg};\n  --#{$prefix}dropdown-link-active-color: #{$dropdown-dark-link-active-color};\n  --#{$prefix}dropdown-link-active-bg: #{$dropdown-dark-link-active-bg};\n  --#{$prefix}dropdown-link-disabled-color: #{$dropdown-dark-link-disabled-color};\n  --#{$prefix}dropdown-header-color: #{$dropdown-dark-header-color};\n  // scss-docs-end dropdown-dark-css-vars\n}\n","// scss-docs-start caret-mixins\n@mixin caret-down($width: $caret-width) {\n  border-top: $width solid;\n  border-right: $width solid transparent;\n  border-bottom: 0;\n  border-left: $width solid transparent;\n}\n\n@mixin caret-up($width: $caret-width) {\n  border-top: 0;\n  border-right: $width solid transparent;\n  border-bottom: $width solid;\n  border-left: $width solid transparent;\n}\n\n@mixin caret-end($width: $caret-width) {\n  border-top: $width solid transparent;\n  border-right: 0;\n  border-bottom: $width solid transparent;\n  border-left: $width solid;\n}\n\n@mixin caret-start($width: $caret-width) {\n  border-top: $width solid transparent;\n  border-right: $width solid;\n  border-bottom: $width solid transparent;\n}\n\n@mixin caret(\n  $direction: down,\n  $width: $caret-width,\n  $spacing: $caret-spacing,\n  $vertical-align: $caret-vertical-align\n) {\n  @if $enable-caret {\n    &::after {\n      display: inline-block;\n      margin-left: $spacing;\n      vertical-align: $vertical-align;\n      content: \"\";\n      @if $direction == down {\n        @include caret-down($width);\n      } @else if $direction == up {\n        @include caret-up($width);\n      } @else if $direction == end {\n        @include caret-end($width);\n      }\n    }\n\n    @if $direction == start {\n      &::after {\n        display: none;\n      }\n\n      &::before {\n        display: inline-block;\n        margin-right: $spacing;\n        vertical-align: $vertical-align;\n        content: \"\";\n        @include caret-start($width);\n      }\n    }\n\n    &:empty::after {\n      margin-left: 0;\n    }\n  }\n}\n// scss-docs-end caret-mixins\n","// Make the div behave like a button\n.btn-group,\n.btn-group-vertical {\n  position: relative;\n  display: inline-flex;\n  vertical-align: middle; // match .btn alignment given font-size hack above\n\n  > .btn {\n    position: relative;\n    flex: 1 1 auto;\n  }\n\n  // Bring the hover, focused, and \"active\" buttons to the front to overlay\n  // the borders properly\n  > .btn-check:checked + .btn,\n  > .btn-check:focus + .btn,\n  > .btn:hover,\n  > .btn:focus,\n  > .btn:active,\n  > .btn.active {\n    z-index: 1;\n  }\n}\n\n// Optional: Group multiple button groups together for a toolbar\n.btn-toolbar {\n  display: flex;\n  flex-wrap: wrap;\n  justify-content: flex-start;\n\n  .input-group {\n    width: auto;\n  }\n}\n\n.btn-group {\n  @include border-radius($btn-border-radius);\n\n  // Prevent double borders when buttons are next to each other\n  > :not(.btn-check:first-child) + .btn,\n  > .btn-group:not(:first-child) {\n    margin-left: calc(#{$btn-border-width} * -1); // stylelint-disable-line function-disallowed-list\n  }\n\n  // Reset rounded corners\n  > .btn:not(:last-child):not(.dropdown-toggle),\n  > .btn.dropdown-toggle-split:first-child,\n  > .btn-group:not(:last-child) > .btn {\n    @include border-end-radius(0);\n  }\n\n  // The left radius should be 0 if the button is:\n  // - the \"third or more\" child\n  // - the second child and the previous element isn't `.btn-check` (making it the first child visually)\n  // - part of a btn-group which isn't the first child\n  > .btn:nth-child(n + 3),\n  > :not(.btn-check) + .btn,\n  > .btn-group:not(:first-child) > .btn {\n    @include border-start-radius(0);\n  }\n}\n\n// Sizing\n//\n// Remix the default button sizing classes into new ones for easier manipulation.\n\n.btn-group-sm > .btn { @extend .btn-sm; }\n.btn-group-lg > .btn { @extend .btn-lg; }\n\n\n//\n// Split button dropdowns\n//\n\n.dropdown-toggle-split {\n  padding-right: $btn-padding-x * .75;\n  padding-left: $btn-padding-x * .75;\n\n  &::after,\n  .dropup &::after,\n  .dropend &::after {\n    margin-left: 0;\n  }\n\n  .dropstart &::before {\n    margin-right: 0;\n  }\n}\n\n.btn-sm + .dropdown-toggle-split {\n  padding-right: $btn-padding-x-sm * .75;\n  padding-left: $btn-padding-x-sm * .75;\n}\n\n.btn-lg + .dropdown-toggle-split {\n  padding-right: $btn-padding-x-lg * .75;\n  padding-left: $btn-padding-x-lg * .75;\n}\n\n\n// The clickable button for toggling the menu\n// Set the same inset shadow as the :active state\n.btn-group.show .dropdown-toggle {\n  @include box-shadow($btn-active-box-shadow);\n\n  // Show no shadow for `.btn-link` since it has no other button styles.\n  &.btn-link {\n    @include box-shadow(none);\n  }\n}\n\n\n//\n// Vertical button groups\n//\n\n.btn-group-vertical {\n  flex-direction: column;\n  align-items: flex-start;\n  justify-content: center;\n\n  > .btn,\n  > .btn-group {\n    width: 100%;\n  }\n\n  > .btn:not(:first-child),\n  > .btn-group:not(:first-child) {\n    margin-top: calc(#{$btn-border-width} * -1); // stylelint-disable-line function-disallowed-list\n  }\n\n  // Reset rounded corners\n  > .btn:not(:last-child):not(.dropdown-toggle),\n  > .btn-group:not(:last-child) > .btn {\n    @include border-bottom-radius(0);\n  }\n\n  > .btn ~ .btn,\n  > .btn-group:not(:first-child) > .btn {\n    @include border-top-radius(0);\n  }\n}\n","// Base class\n//\n// Kickstart any navigation component with a set of style resets. Works with\n// `<nav>`s, `<ul>`s or `<ol>`s.\n\n.nav {\n  // scss-docs-start nav-css-vars\n  --#{$prefix}nav-link-padding-x: #{$nav-link-padding-x};\n  --#{$prefix}nav-link-padding-y: #{$nav-link-padding-y};\n  @include rfs($nav-link-font-size, --#{$prefix}nav-link-font-size);\n  --#{$prefix}nav-link-font-weight: #{$nav-link-font-weight};\n  --#{$prefix}nav-link-color: #{$nav-link-color};\n  --#{$prefix}nav-link-hover-color: #{$nav-link-hover-color};\n  --#{$prefix}nav-link-disabled-color: #{$nav-link-disabled-color};\n  // scss-docs-end nav-css-vars\n\n  display: flex;\n  flex-wrap: wrap;\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n}\n\n.nav-link {\n  display: block;\n  padding: var(--#{$prefix}nav-link-padding-y) var(--#{$prefix}nav-link-padding-x);\n  @include font-size(var(--#{$prefix}nav-link-font-size));\n  font-weight: var(--#{$prefix}nav-link-font-weight);\n  color: var(--#{$prefix}nav-link-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background: none;\n  border: 0;\n  @include transition($nav-link-transition);\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}nav-link-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n\n  &:focus-visible {\n    outline: 0;\n    box-shadow: $nav-link-focus-box-shadow;\n  }\n\n  // Disabled state lightens text\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}nav-link-disabled-color);\n    pointer-events: none;\n    cursor: default;\n  }\n}\n\n//\n// Tabs\n//\n\n.nav-tabs {\n  // scss-docs-start nav-tabs-css-vars\n  --#{$prefix}nav-tabs-border-width: #{$nav-tabs-border-width};\n  --#{$prefix}nav-tabs-border-color: #{$nav-tabs-border-color};\n  --#{$prefix}nav-tabs-border-radius: #{$nav-tabs-border-radius};\n  --#{$prefix}nav-tabs-link-hover-border-color: #{$nav-tabs-link-hover-border-color};\n  --#{$prefix}nav-tabs-link-active-color: #{$nav-tabs-link-active-color};\n  --#{$prefix}nav-tabs-link-active-bg: #{$nav-tabs-link-active-bg};\n  --#{$prefix}nav-tabs-link-active-border-color: #{$nav-tabs-link-active-border-color};\n  // scss-docs-end nav-tabs-css-vars\n\n  border-bottom: var(--#{$prefix}nav-tabs-border-width) solid var(--#{$prefix}nav-tabs-border-color);\n\n  .nav-link {\n    margin-bottom: calc(-1 * var(--#{$prefix}nav-tabs-border-width)); // stylelint-disable-line function-disallowed-list\n    border: var(--#{$prefix}nav-tabs-border-width) solid transparent;\n    @include border-top-radius(var(--#{$prefix}nav-tabs-border-radius));\n\n    &:hover,\n    &:focus {\n      // Prevents active .nav-link tab overlapping focus outline of previous/next .nav-link\n      isolation: isolate;\n      border-color: var(--#{$prefix}nav-tabs-link-hover-border-color);\n    }\n  }\n\n  .nav-link.active,\n  .nav-item.show .nav-link {\n    color: var(--#{$prefix}nav-tabs-link-active-color);\n    background-color: var(--#{$prefix}nav-tabs-link-active-bg);\n    border-color: var(--#{$prefix}nav-tabs-link-active-border-color);\n  }\n\n  .dropdown-menu {\n    // Make dropdown border overlap tab border\n    margin-top: calc(-1 * var(--#{$prefix}nav-tabs-border-width)); // stylelint-disable-line function-disallowed-list\n    // Remove the top rounded corners here since there is a hard edge above the menu\n    @include border-top-radius(0);\n  }\n}\n\n\n//\n// Pills\n//\n\n.nav-pills {\n  // scss-docs-start nav-pills-css-vars\n  --#{$prefix}nav-pills-border-radius: #{$nav-pills-border-radius};\n  --#{$prefix}nav-pills-link-active-color: #{$nav-pills-link-active-color};\n  --#{$prefix}nav-pills-link-active-bg: #{$nav-pills-link-active-bg};\n  // scss-docs-end nav-pills-css-vars\n\n  .nav-link {\n    @include border-radius(var(--#{$prefix}nav-pills-border-radius));\n  }\n\n  .nav-link.active,\n  .show > .nav-link {\n    color: var(--#{$prefix}nav-pills-link-active-color);\n    @include gradient-bg(var(--#{$prefix}nav-pills-link-active-bg));\n  }\n}\n\n\n//\n// Underline\n//\n\n.nav-underline {\n  // scss-docs-start nav-underline-css-vars\n  --#{$prefix}nav-underline-gap: #{$nav-underline-gap};\n  --#{$prefix}nav-underline-border-width: #{$nav-underline-border-width};\n  --#{$prefix}nav-underline-link-active-color: #{$nav-underline-link-active-color};\n  // scss-docs-end nav-underline-css-vars\n\n  gap: var(--#{$prefix}nav-underline-gap);\n\n  .nav-link {\n    padding-right: 0;\n    padding-left: 0;\n    border-bottom: var(--#{$prefix}nav-underline-border-width) solid transparent;\n\n    &:hover,\n    &:focus {\n      border-bottom-color: currentcolor;\n    }\n  }\n\n  .nav-link.active,\n  .show > .nav-link {\n    font-weight: $font-weight-bold;\n    color: var(--#{$prefix}nav-underline-link-active-color);\n    border-bottom-color: currentcolor;\n  }\n}\n\n\n//\n// Justified variants\n//\n\n.nav-fill {\n  > .nav-link,\n  .nav-item {\n    flex: 1 1 auto;\n    text-align: center;\n  }\n}\n\n.nav-justified {\n  > .nav-link,\n  .nav-item {\n    flex-basis: 0;\n    flex-grow: 1;\n    text-align: center;\n  }\n}\n\n.nav-fill,\n.nav-justified {\n  .nav-item .nav-link {\n    width: 100%; // Make sure button will grow\n  }\n}\n\n\n// Tabbable tabs\n//\n// Hide tabbable panes to start, show them when `.active`\n\n.tab-content {\n  > .tab-pane {\n    display: none;\n  }\n  > .active {\n    display: block;\n  }\n}\n","// Navbar\n//\n// Provide a static navbar from which we expand to create full-width, fixed, and\n// other navbar variations.\n\n.navbar {\n  // scss-docs-start navbar-css-vars\n  --#{$prefix}navbar-padding-x: #{if($navbar-padding-x == null, 0, $navbar-padding-x)};\n  --#{$prefix}navbar-padding-y: #{$navbar-padding-y};\n  --#{$prefix}navbar-color: #{$navbar-light-color};\n  --#{$prefix}navbar-hover-color: #{$navbar-light-hover-color};\n  --#{$prefix}navbar-disabled-color: #{$navbar-light-disabled-color};\n  --#{$prefix}navbar-active-color: #{$navbar-light-active-color};\n  --#{$prefix}navbar-brand-padding-y: #{$navbar-brand-padding-y};\n  --#{$prefix}navbar-brand-margin-end: #{$navbar-brand-margin-end};\n  --#{$prefix}navbar-brand-font-size: #{$navbar-brand-font-size};\n  --#{$prefix}navbar-brand-color: #{$navbar-light-brand-color};\n  --#{$prefix}navbar-brand-hover-color: #{$navbar-light-brand-hover-color};\n  --#{$prefix}navbar-nav-link-padding-x: #{$navbar-nav-link-padding-x};\n  --#{$prefix}navbar-toggler-padding-y: #{$navbar-toggler-padding-y};\n  --#{$prefix}navbar-toggler-padding-x: #{$navbar-toggler-padding-x};\n  --#{$prefix}navbar-toggler-font-size: #{$navbar-toggler-font-size};\n  --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-light-toggler-icon-bg)};\n  --#{$prefix}navbar-toggler-border-color: #{$navbar-light-toggler-border-color};\n  --#{$prefix}navbar-toggler-border-radius: #{$navbar-toggler-border-radius};\n  --#{$prefix}navbar-toggler-focus-width: #{$navbar-toggler-focus-width};\n  --#{$prefix}navbar-toggler-transition: #{$navbar-toggler-transition};\n  // scss-docs-end navbar-css-vars\n\n  position: relative;\n  display: flex;\n  flex-wrap: wrap; // allow us to do the line break for collapsing content\n  align-items: center;\n  justify-content: space-between; // space out brand from logo\n  padding: var(--#{$prefix}navbar-padding-y) var(--#{$prefix}navbar-padding-x);\n  @include gradient-bg();\n\n  // Because flex properties aren't inherited, we need to redeclare these first\n  // few properties so that content nested within behave properly.\n  // The `flex-wrap` property is inherited to simplify the expanded navbars\n  %container-flex-properties {\n    display: flex;\n    flex-wrap: inherit;\n    align-items: center;\n    justify-content: space-between;\n  }\n\n  > .container,\n  > .container-fluid {\n    @extend %container-flex-properties;\n  }\n\n  @each $breakpoint, $container-max-width in $container-max-widths {\n    > .container#{breakpoint-infix($breakpoint, $container-max-widths)} {\n      @extend %container-flex-properties;\n    }\n  }\n}\n\n\n// Navbar brand\n//\n// Used for brand, project, or site names.\n\n.navbar-brand {\n  padding-top: var(--#{$prefix}navbar-brand-padding-y);\n  padding-bottom: var(--#{$prefix}navbar-brand-padding-y);\n  margin-right: var(--#{$prefix}navbar-brand-margin-end);\n  @include font-size(var(--#{$prefix}navbar-brand-font-size));\n  color: var(--#{$prefix}navbar-brand-color);\n  text-decoration: if($link-decoration == none, null, none);\n  white-space: nowrap;\n\n  &:hover,\n  &:focus {\n    color: var(--#{$prefix}navbar-brand-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n}\n\n\n// Navbar nav\n//\n// Custom navbar navigation (doesn't require `.nav`, but does make use of `.nav-link`).\n\n.navbar-nav {\n  // scss-docs-start navbar-nav-css-vars\n  --#{$prefix}nav-link-padding-x: 0;\n  --#{$prefix}nav-link-padding-y: #{$nav-link-padding-y};\n  @include rfs($nav-link-font-size, --#{$prefix}nav-link-font-size);\n  --#{$prefix}nav-link-font-weight: #{$nav-link-font-weight};\n  --#{$prefix}nav-link-color: var(--#{$prefix}navbar-color);\n  --#{$prefix}nav-link-hover-color: var(--#{$prefix}navbar-hover-color);\n  --#{$prefix}nav-link-disabled-color: var(--#{$prefix}navbar-disabled-color);\n  // scss-docs-end navbar-nav-css-vars\n\n  display: flex;\n  flex-direction: column; // cannot use `inherit` to get the `.navbar`s value\n  padding-left: 0;\n  margin-bottom: 0;\n  list-style: none;\n\n  .nav-link {\n    &.active,\n    &.show {\n      color: var(--#{$prefix}navbar-active-color);\n    }\n  }\n\n  .dropdown-menu {\n    position: static;\n  }\n}\n\n\n// Navbar text\n//\n//\n\n.navbar-text {\n  padding-top: $nav-link-padding-y;\n  padding-bottom: $nav-link-padding-y;\n  color: var(--#{$prefix}navbar-color);\n\n  a,\n  a:hover,\n  a:focus  {\n    color: var(--#{$prefix}navbar-active-color);\n  }\n}\n\n\n// Responsive navbar\n//\n// Custom styles for responsive collapsing and toggling of navbar contents.\n// Powered by the collapse Bootstrap JavaScript plugin.\n\n// When collapsed, prevent the toggleable navbar contents from appearing in\n// the default flexbox row orientation. Requires the use of `flex-wrap: wrap`\n// on the `.navbar` parent.\n.navbar-collapse {\n  flex-basis: 100%;\n  flex-grow: 1;\n  // For always expanded or extra full navbars, ensure content aligns itself\n  // properly vertically. Can be easily overridden with flex utilities.\n  align-items: center;\n}\n\n// Button for toggling the navbar when in its collapsed state\n.navbar-toggler {\n  padding: var(--#{$prefix}navbar-toggler-padding-y) var(--#{$prefix}navbar-toggler-padding-x);\n  @include font-size(var(--#{$prefix}navbar-toggler-font-size));\n  line-height: 1;\n  color: var(--#{$prefix}navbar-color);\n  background-color: transparent; // remove default button style\n  border: var(--#{$prefix}border-width) solid var(--#{$prefix}navbar-toggler-border-color); // remove default button style\n  @include border-radius(var(--#{$prefix}navbar-toggler-border-radius));\n  @include transition(var(--#{$prefix}navbar-toggler-transition));\n\n  &:hover {\n    text-decoration: none;\n  }\n\n  &:focus {\n    text-decoration: none;\n    outline: 0;\n    box-shadow: 0 0 0 var(--#{$prefix}navbar-toggler-focus-width);\n  }\n}\n\n// Keep as a separate element so folks can easily override it with another icon\n// or image file as needed.\n.navbar-toggler-icon {\n  display: inline-block;\n  width: 1.5em;\n  height: 1.5em;\n  vertical-align: middle;\n  background-image: var(--#{$prefix}navbar-toggler-icon-bg);\n  background-repeat: no-repeat;\n  background-position: center;\n  background-size: 100%;\n}\n\n.navbar-nav-scroll {\n  max-height: var(--#{$prefix}scroll-height, 75vh);\n  overflow-y: auto;\n}\n\n// scss-docs-start navbar-expand-loop\n// Generate series of `.navbar-expand-*` responsive classes for configuring\n// where your navbar collapses.\n.navbar-expand {\n  @each $breakpoint in map-keys($grid-breakpoints) {\n    $next: breakpoint-next($breakpoint, $grid-breakpoints);\n    $infix: breakpoint-infix($next, $grid-breakpoints);\n\n    // stylelint-disable-next-line scss/selector-no-union-class-name\n    &#{$infix} {\n      @include media-breakpoint-up($next) {\n        flex-wrap: nowrap;\n        justify-content: flex-start;\n\n        .navbar-nav {\n          flex-direction: row;\n\n          .dropdown-menu {\n            position: absolute;\n          }\n\n          .nav-link {\n            padding-right: var(--#{$prefix}navbar-nav-link-padding-x);\n            padding-left: var(--#{$prefix}navbar-nav-link-padding-x);\n          }\n        }\n\n        .navbar-nav-scroll {\n          overflow: visible;\n        }\n\n        .navbar-collapse {\n          display: flex !important; // stylelint-disable-line declaration-no-important\n          flex-basis: auto;\n        }\n\n        .navbar-toggler {\n          display: none;\n        }\n\n        .offcanvas {\n          // stylelint-disable declaration-no-important\n          position: static;\n          z-index: auto;\n          flex-grow: 1;\n          width: auto !important;\n          height: auto !important;\n          visibility: visible !important;\n          background-color: transparent !important;\n          border: 0 !important;\n          transform: none !important;\n          @include box-shadow(none);\n          @include transition(none);\n          // stylelint-enable declaration-no-important\n\n          .offcanvas-header {\n            display: none;\n          }\n\n          .offcanvas-body {\n            display: flex;\n            flex-grow: 0;\n            padding: 0;\n            overflow-y: visible;\n          }\n        }\n      }\n    }\n  }\n}\n// scss-docs-end navbar-expand-loop\n\n// Navbar themes\n//\n// Styles for switching between navbars with light or dark background.\n\n.navbar-light {\n  @include deprecate(\"`.navbar-light`\", \"v5.2.0\", \"v6.0.0\", true);\n}\n\n.navbar-dark,\n.navbar[data-bs-theme=\"dark\"] {\n  // scss-docs-start navbar-dark-css-vars\n  --#{$prefix}navbar-color: #{$navbar-dark-color};\n  --#{$prefix}navbar-hover-color: #{$navbar-dark-hover-color};\n  --#{$prefix}navbar-disabled-color: #{$navbar-dark-disabled-color};\n  --#{$prefix}navbar-active-color: #{$navbar-dark-active-color};\n  --#{$prefix}navbar-brand-color: #{$navbar-dark-brand-color};\n  --#{$prefix}navbar-brand-hover-color: #{$navbar-dark-brand-hover-color};\n  --#{$prefix}navbar-toggler-border-color: #{$navbar-dark-toggler-border-color};\n  --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-dark-toggler-icon-bg)};\n  // scss-docs-end navbar-dark-css-vars\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .navbar-toggler-icon {\n      --#{$prefix}navbar-toggler-icon-bg: #{escape-svg($navbar-dark-toggler-icon-bg)};\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.card {\n  // scss-docs-start card-css-vars\n  --#{$prefix}card-spacer-y: #{$card-spacer-y};\n  --#{$prefix}card-spacer-x: #{$card-spacer-x};\n  --#{$prefix}card-title-spacer-y: #{$card-title-spacer-y};\n  --#{$prefix}card-title-color: #{$card-title-color};\n  --#{$prefix}card-subtitle-color: #{$card-subtitle-color};\n  --#{$prefix}card-border-width: #{$card-border-width};\n  --#{$prefix}card-border-color: #{$card-border-color};\n  --#{$prefix}card-border-radius: #{$card-border-radius};\n  --#{$prefix}card-box-shadow: #{$card-box-shadow};\n  --#{$prefix}card-inner-border-radius: #{$card-inner-border-radius};\n  --#{$prefix}card-cap-padding-y: #{$card-cap-padding-y};\n  --#{$prefix}card-cap-padding-x: #{$card-cap-padding-x};\n  --#{$prefix}card-cap-bg: #{$card-cap-bg};\n  --#{$prefix}card-cap-color: #{$card-cap-color};\n  --#{$prefix}card-height: #{$card-height};\n  --#{$prefix}card-color: #{$card-color};\n  --#{$prefix}card-bg: #{$card-bg};\n  --#{$prefix}card-img-overlay-padding: #{$card-img-overlay-padding};\n  --#{$prefix}card-group-margin: #{$card-group-margin};\n  // scss-docs-end card-css-vars\n\n  position: relative;\n  display: flex;\n  flex-direction: column;\n  min-width: 0; // See https://github.com/twbs/bootstrap/pull/22740#issuecomment-305868106\n  height: var(--#{$prefix}card-height);\n  color: var(--#{$prefix}body-color);\n  word-wrap: break-word;\n  background-color: var(--#{$prefix}card-bg);\n  background-clip: border-box;\n  border: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n  @include border-radius(var(--#{$prefix}card-border-radius));\n  @include box-shadow(var(--#{$prefix}card-box-shadow));\n\n  > hr {\n    margin-right: 0;\n    margin-left: 0;\n  }\n\n  > .list-group {\n    border-top: inherit;\n    border-bottom: inherit;\n\n    &:first-child {\n      border-top-width: 0;\n      @include border-top-radius(var(--#{$prefix}card-inner-border-radius));\n    }\n\n    &:last-child  {\n      border-bottom-width: 0;\n      @include border-bottom-radius(var(--#{$prefix}card-inner-border-radius));\n    }\n  }\n\n  // Due to specificity of the above selector (`.card > .list-group`), we must\n  // use a child selector here to prevent double borders.\n  > .card-header + .list-group,\n  > .list-group + .card-footer {\n    border-top: 0;\n  }\n}\n\n.card-body {\n  // Enable `flex-grow: 1` for decks and groups so that card blocks take up\n  // as much space as possible, ensuring footers are aligned to the bottom.\n  flex: 1 1 auto;\n  padding: var(--#{$prefix}card-spacer-y) var(--#{$prefix}card-spacer-x);\n  color: var(--#{$prefix}card-color);\n}\n\n.card-title {\n  margin-bottom: var(--#{$prefix}card-title-spacer-y);\n  color: var(--#{$prefix}card-title-color);\n}\n\n.card-subtitle {\n  margin-top: calc(-.5 * var(--#{$prefix}card-title-spacer-y)); // stylelint-disable-line function-disallowed-list\n  margin-bottom: 0;\n  color: var(--#{$prefix}card-subtitle-color);\n}\n\n.card-text:last-child {\n  margin-bottom: 0;\n}\n\n.card-link {\n  &:hover {\n    text-decoration: if($link-hover-decoration == underline, none, null);\n  }\n\n  + .card-link {\n    margin-left: var(--#{$prefix}card-spacer-x);\n  }\n}\n\n//\n// Optional textual caps\n//\n\n.card-header {\n  padding: var(--#{$prefix}card-cap-padding-y) var(--#{$prefix}card-cap-padding-x);\n  margin-bottom: 0; // Removes the default margin-bottom of <hN>\n  color: var(--#{$prefix}card-cap-color);\n  background-color: var(--#{$prefix}card-cap-bg);\n  border-bottom: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n\n  &:first-child {\n    @include border-radius(var(--#{$prefix}card-inner-border-radius) var(--#{$prefix}card-inner-border-radius) 0 0);\n  }\n}\n\n.card-footer {\n  padding: var(--#{$prefix}card-cap-padding-y) var(--#{$prefix}card-cap-padding-x);\n  color: var(--#{$prefix}card-cap-color);\n  background-color: var(--#{$prefix}card-cap-bg);\n  border-top: var(--#{$prefix}card-border-width) solid var(--#{$prefix}card-border-color);\n\n  &:last-child {\n    @include border-radius(0 0 var(--#{$prefix}card-inner-border-radius) var(--#{$prefix}card-inner-border-radius));\n  }\n}\n\n\n//\n// Header navs\n//\n\n.card-header-tabs {\n  margin-right: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  margin-bottom: calc(-1 * var(--#{$prefix}card-cap-padding-y)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  border-bottom: 0;\n\n  .nav-link.active {\n    background-color: var(--#{$prefix}card-bg);\n    border-bottom-color: var(--#{$prefix}card-bg);\n  }\n}\n\n.card-header-pills {\n  margin-right: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}card-cap-padding-x)); // stylelint-disable-line function-disallowed-list\n}\n\n// Card image\n.card-img-overlay {\n  position: absolute;\n  top: 0;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  padding: var(--#{$prefix}card-img-overlay-padding);\n  @include border-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n.card-img,\n.card-img-top,\n.card-img-bottom {\n  width: 100%; // Required because we use flexbox and this inherently applies align-self: stretch\n}\n\n.card-img,\n.card-img-top {\n  @include border-top-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n.card-img,\n.card-img-bottom {\n  @include border-bottom-radius(var(--#{$prefix}card-inner-border-radius));\n}\n\n\n//\n// Card groups\n//\n\n.card-group {\n  // The child selector allows nested `.card` within `.card-group`\n  // to display properly.\n  > .card {\n    margin-bottom: var(--#{$prefix}card-group-margin);\n  }\n\n  @include media-breakpoint-up(sm) {\n    display: flex;\n    flex-flow: row wrap;\n    // The child selector allows nested `.card` within `.card-group`\n    // to display properly.\n    > .card {\n      // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      flex: 1 0 0%;\n      margin-bottom: 0;\n\n      + .card {\n        margin-left: 0;\n        border-left: 0;\n      }\n\n      // Handle rounded corners\n      @if $enable-rounded {\n        &:not(:last-child) {\n          @include border-end-radius(0);\n\n          .card-img-top,\n          .card-header {\n            // stylelint-disable-next-line property-disallowed-list\n            border-top-right-radius: 0;\n          }\n          .card-img-bottom,\n          .card-footer {\n            // stylelint-disable-next-line property-disallowed-list\n            border-bottom-right-radius: 0;\n          }\n        }\n\n        &:not(:first-child) {\n          @include border-start-radius(0);\n\n          .card-img-top,\n          .card-header {\n            // stylelint-disable-next-line property-disallowed-list\n            border-top-left-radius: 0;\n          }\n          .card-img-bottom,\n          .card-footer {\n            // stylelint-disable-next-line property-disallowed-list\n            border-bottom-left-radius: 0;\n          }\n        }\n      }\n    }\n  }\n}\n","//\n// Base styles\n//\n\n.accordion {\n  // scss-docs-start accordion-css-vars\n  --#{$prefix}accordion-color: #{$accordion-color};\n  --#{$prefix}accordion-bg: #{$accordion-bg};\n  --#{$prefix}accordion-transition: #{$accordion-transition};\n  --#{$prefix}accordion-border-color: #{$accordion-border-color};\n  --#{$prefix}accordion-border-width: #{$accordion-border-width};\n  --#{$prefix}accordion-border-radius: #{$accordion-border-radius};\n  --#{$prefix}accordion-inner-border-radius: #{$accordion-inner-border-radius};\n  --#{$prefix}accordion-btn-padding-x: #{$accordion-button-padding-x};\n  --#{$prefix}accordion-btn-padding-y: #{$accordion-button-padding-y};\n  --#{$prefix}accordion-btn-color: #{$accordion-button-color};\n  --#{$prefix}accordion-btn-bg: #{$accordion-button-bg};\n  --#{$prefix}accordion-btn-icon: #{escape-svg($accordion-button-icon)};\n  --#{$prefix}accordion-btn-icon-width: #{$accordion-icon-width};\n  --#{$prefix}accordion-btn-icon-transform: #{$accordion-icon-transform};\n  --#{$prefix}accordion-btn-icon-transition: #{$accordion-icon-transition};\n  --#{$prefix}accordion-btn-active-icon: #{escape-svg($accordion-button-active-icon)};\n  --#{$prefix}accordion-btn-focus-border-color: #{$accordion-button-focus-border-color};\n  --#{$prefix}accordion-btn-focus-box-shadow: #{$accordion-button-focus-box-shadow};\n  --#{$prefix}accordion-body-padding-x: #{$accordion-body-padding-x};\n  --#{$prefix}accordion-body-padding-y: #{$accordion-body-padding-y};\n  --#{$prefix}accordion-active-color: #{$accordion-button-active-color};\n  --#{$prefix}accordion-active-bg: #{$accordion-button-active-bg};\n  // scss-docs-end accordion-css-vars\n}\n\n.accordion-button {\n  position: relative;\n  display: flex;\n  align-items: center;\n  width: 100%;\n  padding: var(--#{$prefix}accordion-btn-padding-y) var(--#{$prefix}accordion-btn-padding-x);\n  @include font-size($font-size-base);\n  color: var(--#{$prefix}accordion-btn-color);\n  text-align: left; // Reset button style\n  background-color: var(--#{$prefix}accordion-btn-bg);\n  border: 0;\n  @include border-radius(0);\n  overflow-anchor: none;\n  @include transition(var(--#{$prefix}accordion-transition));\n\n  &:not(.collapsed) {\n    color: var(--#{$prefix}accordion-active-color);\n    background-color: var(--#{$prefix}accordion-active-bg);\n    box-shadow: inset 0 calc(-1 * var(--#{$prefix}accordion-border-width)) 0 var(--#{$prefix}accordion-border-color); // stylelint-disable-line function-disallowed-list\n\n    &::after {\n      background-image: var(--#{$prefix}accordion-btn-active-icon);\n      transform: var(--#{$prefix}accordion-btn-icon-transform);\n    }\n  }\n\n  // Accordion icon\n  &::after {\n    flex-shrink: 0;\n    width: var(--#{$prefix}accordion-btn-icon-width);\n    height: var(--#{$prefix}accordion-btn-icon-width);\n    margin-left: auto;\n    content: \"\";\n    background-image: var(--#{$prefix}accordion-btn-icon);\n    background-repeat: no-repeat;\n    background-size: var(--#{$prefix}accordion-btn-icon-width);\n    @include transition(var(--#{$prefix}accordion-btn-icon-transition));\n  }\n\n  &:hover {\n    z-index: 2;\n  }\n\n  &:focus {\n    z-index: 3;\n    border-color: var(--#{$prefix}accordion-btn-focus-border-color);\n    outline: 0;\n    box-shadow: var(--#{$prefix}accordion-btn-focus-box-shadow);\n  }\n}\n\n.accordion-header {\n  margin-bottom: 0;\n}\n\n.accordion-item {\n  color: var(--#{$prefix}accordion-color);\n  background-color: var(--#{$prefix}accordion-bg);\n  border: var(--#{$prefix}accordion-border-width) solid var(--#{$prefix}accordion-border-color);\n\n  &:first-of-type {\n    @include border-top-radius(var(--#{$prefix}accordion-border-radius));\n\n    .accordion-button {\n      @include border-top-radius(var(--#{$prefix}accordion-inner-border-radius));\n    }\n  }\n\n  &:not(:first-of-type) {\n    border-top: 0;\n  }\n\n  // Only set a border-radius on the last item if the accordion is collapsed\n  &:last-of-type {\n    @include border-bottom-radius(var(--#{$prefix}accordion-border-radius));\n\n    .accordion-button {\n      &.collapsed {\n        @include border-bottom-radius(var(--#{$prefix}accordion-inner-border-radius));\n      }\n    }\n\n    .accordion-collapse {\n      @include border-bottom-radius(var(--#{$prefix}accordion-border-radius));\n    }\n  }\n}\n\n.accordion-body {\n  padding: var(--#{$prefix}accordion-body-padding-y) var(--#{$prefix}accordion-body-padding-x);\n}\n\n\n// Flush accordion items\n//\n// Remove borders and border-radius to keep accordion items edge-to-edge.\n\n.accordion-flush {\n  .accordion-collapse {\n    border-width: 0;\n  }\n\n  .accordion-item {\n    border-right: 0;\n    border-left: 0;\n    @include border-radius(0);\n\n    &:first-child { border-top: 0; }\n    &:last-child { border-bottom: 0; }\n\n    .accordion-button {\n      &,\n      &.collapsed {\n        @include border-radius(0);\n      }\n    }\n  }\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .accordion-button::after {\n      --#{$prefix}accordion-btn-icon: #{escape-svg($accordion-button-icon-dark)};\n      --#{$prefix}accordion-btn-active-icon: #{escape-svg($accordion-button-active-icon-dark)};\n    }\n  }\n}\n",".breadcrumb {\n  // scss-docs-start breadcrumb-css-vars\n  --#{$prefix}breadcrumb-padding-x: #{$breadcrumb-padding-x};\n  --#{$prefix}breadcrumb-padding-y: #{$breadcrumb-padding-y};\n  --#{$prefix}breadcrumb-margin-bottom: #{$breadcrumb-margin-bottom};\n  @include rfs($breadcrumb-font-size, --#{$prefix}breadcrumb-font-size);\n  --#{$prefix}breadcrumb-bg: #{$breadcrumb-bg};\n  --#{$prefix}breadcrumb-border-radius: #{$breadcrumb-border-radius};\n  --#{$prefix}breadcrumb-divider-color: #{$breadcrumb-divider-color};\n  --#{$prefix}breadcrumb-item-padding-x: #{$breadcrumb-item-padding-x};\n  --#{$prefix}breadcrumb-item-active-color: #{$breadcrumb-active-color};\n  // scss-docs-end breadcrumb-css-vars\n\n  display: flex;\n  flex-wrap: wrap;\n  padding: var(--#{$prefix}breadcrumb-padding-y) var(--#{$prefix}breadcrumb-padding-x);\n  margin-bottom: var(--#{$prefix}breadcrumb-margin-bottom);\n  @include font-size(var(--#{$prefix}breadcrumb-font-size));\n  list-style: none;\n  background-color: var(--#{$prefix}breadcrumb-bg);\n  @include border-radius(var(--#{$prefix}breadcrumb-border-radius));\n}\n\n.breadcrumb-item {\n  // The separator between breadcrumbs (by default, a forward-slash: \"/\")\n  + .breadcrumb-item {\n    padding-left: var(--#{$prefix}breadcrumb-item-padding-x);\n\n    &::before {\n      float: left; // Suppress inline spacings and underlining of the separator\n      padding-right: var(--#{$prefix}breadcrumb-item-padding-x);\n      color: var(--#{$prefix}breadcrumb-divider-color);\n      content: var(--#{$prefix}breadcrumb-divider, escape-svg($breadcrumb-divider)) #{\"/* rtl:\"} var(--#{$prefix}breadcrumb-divider, escape-svg($breadcrumb-divider-flipped)) #{\"*/\"};\n    }\n  }\n\n  &.active {\n    color: var(--#{$prefix}breadcrumb-item-active-color);\n  }\n}\n",".pagination {\n  // scss-docs-start pagination-css-vars\n  --#{$prefix}pagination-padding-x: #{$pagination-padding-x};\n  --#{$prefix}pagination-padding-y: #{$pagination-padding-y};\n  @include rfs($pagination-font-size, --#{$prefix}pagination-font-size);\n  --#{$prefix}pagination-color: #{$pagination-color};\n  --#{$prefix}pagination-bg: #{$pagination-bg};\n  --#{$prefix}pagination-border-width: #{$pagination-border-width};\n  --#{$prefix}pagination-border-color: #{$pagination-border-color};\n  --#{$prefix}pagination-border-radius: #{$pagination-border-radius};\n  --#{$prefix}pagination-hover-color: #{$pagination-hover-color};\n  --#{$prefix}pagination-hover-bg: #{$pagination-hover-bg};\n  --#{$prefix}pagination-hover-border-color: #{$pagination-hover-border-color};\n  --#{$prefix}pagination-focus-color: #{$pagination-focus-color};\n  --#{$prefix}pagination-focus-bg: #{$pagination-focus-bg};\n  --#{$prefix}pagination-focus-box-shadow: #{$pagination-focus-box-shadow};\n  --#{$prefix}pagination-active-color: #{$pagination-active-color};\n  --#{$prefix}pagination-active-bg: #{$pagination-active-bg};\n  --#{$prefix}pagination-active-border-color: #{$pagination-active-border-color};\n  --#{$prefix}pagination-disabled-color: #{$pagination-disabled-color};\n  --#{$prefix}pagination-disabled-bg: #{$pagination-disabled-bg};\n  --#{$prefix}pagination-disabled-border-color: #{$pagination-disabled-border-color};\n  // scss-docs-end pagination-css-vars\n\n  display: flex;\n  @include list-unstyled();\n}\n\n.page-link {\n  position: relative;\n  display: block;\n  padding: var(--#{$prefix}pagination-padding-y) var(--#{$prefix}pagination-padding-x);\n  @include font-size(var(--#{$prefix}pagination-font-size));\n  color: var(--#{$prefix}pagination-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background-color: var(--#{$prefix}pagination-bg);\n  border: var(--#{$prefix}pagination-border-width) solid var(--#{$prefix}pagination-border-color);\n  @include transition($pagination-transition);\n\n  &:hover {\n    z-index: 2;\n    color: var(--#{$prefix}pagination-hover-color);\n    text-decoration: if($link-hover-decoration == underline, none, null);\n    background-color: var(--#{$prefix}pagination-hover-bg);\n    border-color: var(--#{$prefix}pagination-hover-border-color);\n  }\n\n  &:focus {\n    z-index: 3;\n    color: var(--#{$prefix}pagination-focus-color);\n    background-color: var(--#{$prefix}pagination-focus-bg);\n    outline: $pagination-focus-outline;\n    box-shadow: var(--#{$prefix}pagination-focus-box-shadow);\n  }\n\n  &.active,\n  .active > & {\n    z-index: 3;\n    color: var(--#{$prefix}pagination-active-color);\n    @include gradient-bg(var(--#{$prefix}pagination-active-bg));\n    border-color: var(--#{$prefix}pagination-active-border-color);\n  }\n\n  &.disabled,\n  .disabled > & {\n    color: var(--#{$prefix}pagination-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}pagination-disabled-bg);\n    border-color: var(--#{$prefix}pagination-disabled-border-color);\n  }\n}\n\n.page-item {\n  &:not(:first-child) .page-link {\n    margin-left: $pagination-margin-start;\n  }\n\n  @if $pagination-margin-start == calc(#{$pagination-border-width} * -1) {\n    &:first-child {\n      .page-link {\n        @include border-start-radius(var(--#{$prefix}pagination-border-radius));\n      }\n    }\n\n    &:last-child {\n      .page-link {\n        @include border-end-radius(var(--#{$prefix}pagination-border-radius));\n      }\n    }\n  } @else {\n    // Add border-radius to all pageLinks in case they have left margin\n    .page-link {\n      @include border-radius(var(--#{$prefix}pagination-border-radius));\n    }\n  }\n}\n\n\n//\n// Sizing\n//\n\n.pagination-lg {\n  @include pagination-size($pagination-padding-y-lg, $pagination-padding-x-lg, $font-size-lg, $pagination-border-radius-lg);\n}\n\n.pagination-sm {\n  @include pagination-size($pagination-padding-y-sm, $pagination-padding-x-sm, $font-size-sm, $pagination-border-radius-sm);\n}\n","// Pagination\n\n// scss-docs-start pagination-mixin\n@mixin pagination-size($padding-y, $padding-x, $font-size, $border-radius) {\n  --#{$prefix}pagination-padding-x: #{$padding-x};\n  --#{$prefix}pagination-padding-y: #{$padding-y};\n  @include rfs($font-size, --#{$prefix}pagination-font-size);\n  --#{$prefix}pagination-border-radius: #{$border-radius};\n}\n// scss-docs-end pagination-mixin\n","// Base class\n//\n// Requires one of the contextual, color modifier classes for `color` and\n// `background-color`.\n\n.badge {\n  // scss-docs-start badge-css-vars\n  --#{$prefix}badge-padding-x: #{$badge-padding-x};\n  --#{$prefix}badge-padding-y: #{$badge-padding-y};\n  @include rfs($badge-font-size, --#{$prefix}badge-font-size);\n  --#{$prefix}badge-font-weight: #{$badge-font-weight};\n  --#{$prefix}badge-color: #{$badge-color};\n  --#{$prefix}badge-border-radius: #{$badge-border-radius};\n  // scss-docs-end badge-css-vars\n\n  display: inline-block;\n  padding: var(--#{$prefix}badge-padding-y) var(--#{$prefix}badge-padding-x);\n  @include font-size(var(--#{$prefix}badge-font-size));\n  font-weight: var(--#{$prefix}badge-font-weight);\n  line-height: 1;\n  color: var(--#{$prefix}badge-color);\n  text-align: center;\n  white-space: nowrap;\n  vertical-align: baseline;\n  @include border-radius(var(--#{$prefix}badge-border-radius));\n  @include gradient-bg();\n\n  // Empty badges collapse automatically\n  &:empty {\n    display: none;\n  }\n}\n\n// Quick fix for badges in buttons\n.btn .badge {\n  position: relative;\n  top: -1px;\n}\n","//\n// Base styles\n//\n\n.alert {\n  // scss-docs-start alert-css-vars\n  --#{$prefix}alert-bg: transparent;\n  --#{$prefix}alert-padding-x: #{$alert-padding-x};\n  --#{$prefix}alert-padding-y: #{$alert-padding-y};\n  --#{$prefix}alert-margin-bottom: #{$alert-margin-bottom};\n  --#{$prefix}alert-color: inherit;\n  --#{$prefix}alert-border-color: transparent;\n  --#{$prefix}alert-border: #{$alert-border-width} solid var(--#{$prefix}alert-border-color);\n  --#{$prefix}alert-border-radius: #{$alert-border-radius};\n  --#{$prefix}alert-link-color: inherit;\n  // scss-docs-end alert-css-vars\n\n  position: relative;\n  padding: var(--#{$prefix}alert-padding-y) var(--#{$prefix}alert-padding-x);\n  margin-bottom: var(--#{$prefix}alert-margin-bottom);\n  color: var(--#{$prefix}alert-color);\n  background-color: var(--#{$prefix}alert-bg);\n  border: var(--#{$prefix}alert-border);\n  @include border-radius(var(--#{$prefix}alert-border-radius));\n}\n\n// Headings for larger alerts\n.alert-heading {\n  // Specified to prevent conflicts of changing $headings-color\n  color: inherit;\n}\n\n// Provide class for links that match alerts\n.alert-link {\n  font-weight: $alert-link-font-weight;\n  color: var(--#{$prefix}alert-link-color);\n}\n\n\n// Dismissible alerts\n//\n// Expand the right padding and account for the close button's positioning.\n\n.alert-dismissible {\n  padding-right: $alert-dismissible-padding-r;\n\n  // Adjust close link position\n  .btn-close {\n    position: absolute;\n    top: 0;\n    right: 0;\n    z-index: $stretched-link-z-index + 1;\n    padding: $alert-padding-y * 1.25 $alert-padding-x;\n  }\n}\n\n\n// scss-docs-start alert-modifiers\n// Generate contextual modifier classes for colorizing the alert\n@each $state in map-keys($theme-colors) {\n  .alert-#{$state} {\n    --#{$prefix}alert-color: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}alert-bg: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}alert-border-color: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}alert-link-color: var(--#{$prefix}#{$state}-text-emphasis);\n  }\n}\n// scss-docs-end alert-modifiers\n","// Disable animation if transitions are disabled\n\n// scss-docs-start progress-keyframes\n@if $enable-transitions {\n  @keyframes progress-bar-stripes {\n    0% { background-position-x: $progress-height; }\n  }\n}\n// scss-docs-end progress-keyframes\n\n.progress,\n.progress-stacked {\n  // scss-docs-start progress-css-vars\n  --#{$prefix}progress-height: #{$progress-height};\n  @include rfs($progress-font-size, --#{$prefix}progress-font-size);\n  --#{$prefix}progress-bg: #{$progress-bg};\n  --#{$prefix}progress-border-radius: #{$progress-border-radius};\n  --#{$prefix}progress-box-shadow: #{$progress-box-shadow};\n  --#{$prefix}progress-bar-color: #{$progress-bar-color};\n  --#{$prefix}progress-bar-bg: #{$progress-bar-bg};\n  --#{$prefix}progress-bar-transition: #{$progress-bar-transition};\n  // scss-docs-end progress-css-vars\n\n  display: flex;\n  height: var(--#{$prefix}progress-height);\n  overflow: hidden; // force rounded corners by cropping it\n  @include font-size(var(--#{$prefix}progress-font-size));\n  background-color: var(--#{$prefix}progress-bg);\n  @include border-radius(var(--#{$prefix}progress-border-radius));\n  @include box-shadow(var(--#{$prefix}progress-box-shadow));\n}\n\n.progress-bar {\n  display: flex;\n  flex-direction: column;\n  justify-content: center;\n  overflow: hidden;\n  color: var(--#{$prefix}progress-bar-color);\n  text-align: center;\n  white-space: nowrap;\n  background-color: var(--#{$prefix}progress-bar-bg);\n  @include transition(var(--#{$prefix}progress-bar-transition));\n}\n\n.progress-bar-striped {\n  @include gradient-striped();\n  background-size: var(--#{$prefix}progress-height) var(--#{$prefix}progress-height);\n}\n\n.progress-stacked > .progress {\n  overflow: visible;\n}\n\n.progress-stacked > .progress > .progress-bar {\n  width: 100%;\n}\n\n@if $enable-transitions {\n  .progress-bar-animated {\n    animation: $progress-bar-animation-timing progress-bar-stripes;\n\n    @if $enable-reduced-motion {\n      @media (prefers-reduced-motion: reduce) {\n        animation: none;\n      }\n    }\n  }\n}\n","// Base class\n//\n// Easily usable on <ul>, <ol>, or <div>.\n\n.list-group {\n  // scss-docs-start list-group-css-vars\n  --#{$prefix}list-group-color: #{$list-group-color};\n  --#{$prefix}list-group-bg: #{$list-group-bg};\n  --#{$prefix}list-group-border-color: #{$list-group-border-color};\n  --#{$prefix}list-group-border-width: #{$list-group-border-width};\n  --#{$prefix}list-group-border-radius: #{$list-group-border-radius};\n  --#{$prefix}list-group-item-padding-x: #{$list-group-item-padding-x};\n  --#{$prefix}list-group-item-padding-y: #{$list-group-item-padding-y};\n  --#{$prefix}list-group-action-color: #{$list-group-action-color};\n  --#{$prefix}list-group-action-hover-color: #{$list-group-action-hover-color};\n  --#{$prefix}list-group-action-hover-bg: #{$list-group-hover-bg};\n  --#{$prefix}list-group-action-active-color: #{$list-group-action-active-color};\n  --#{$prefix}list-group-action-active-bg: #{$list-group-action-active-bg};\n  --#{$prefix}list-group-disabled-color: #{$list-group-disabled-color};\n  --#{$prefix}list-group-disabled-bg: #{$list-group-disabled-bg};\n  --#{$prefix}list-group-active-color: #{$list-group-active-color};\n  --#{$prefix}list-group-active-bg: #{$list-group-active-bg};\n  --#{$prefix}list-group-active-border-color: #{$list-group-active-border-color};\n  // scss-docs-end list-group-css-vars\n\n  display: flex;\n  flex-direction: column;\n\n  // No need to set list-style: none; since .list-group-item is block level\n  padding-left: 0; // reset padding because ul and ol\n  margin-bottom: 0;\n  @include border-radius(var(--#{$prefix}list-group-border-radius));\n}\n\n.list-group-numbered {\n  list-style-type: none;\n  counter-reset: section;\n\n  > .list-group-item::before {\n    // Increments only this instance of the section counter\n    content: counters(section, \".\") \". \";\n    counter-increment: section;\n  }\n}\n\n// Interactive list items\n//\n// Use anchor or button elements instead of `li`s or `div`s to create interactive\n// list items. Includes an extra `.active` modifier class for selected items.\n\n.list-group-item-action {\n  width: 100%; // For `<button>`s (anchors become 100% by default though)\n  color: var(--#{$prefix}list-group-action-color);\n  text-align: inherit; // For `<button>`s (anchors inherit)\n\n  // Hover state\n  &:hover,\n  &:focus {\n    z-index: 1; // Place hover/focus items above their siblings for proper border styling\n    color: var(--#{$prefix}list-group-action-hover-color);\n    text-decoration: none;\n    background-color: var(--#{$prefix}list-group-action-hover-bg);\n  }\n\n  &:active {\n    color: var(--#{$prefix}list-group-action-active-color);\n    background-color: var(--#{$prefix}list-group-action-active-bg);\n  }\n}\n\n// Individual list items\n//\n// Use on `li`s or `div`s within the `.list-group` parent.\n\n.list-group-item {\n  position: relative;\n  display: block;\n  padding: var(--#{$prefix}list-group-item-padding-y) var(--#{$prefix}list-group-item-padding-x);\n  color: var(--#{$prefix}list-group-color);\n  text-decoration: if($link-decoration == none, null, none);\n  background-color: var(--#{$prefix}list-group-bg);\n  border: var(--#{$prefix}list-group-border-width) solid var(--#{$prefix}list-group-border-color);\n\n  &:first-child {\n    @include border-top-radius(inherit);\n  }\n\n  &:last-child {\n    @include border-bottom-radius(inherit);\n  }\n\n  &.disabled,\n  &:disabled {\n    color: var(--#{$prefix}list-group-disabled-color);\n    pointer-events: none;\n    background-color: var(--#{$prefix}list-group-disabled-bg);\n  }\n\n  // Include both here for `<a>`s and `<button>`s\n  &.active {\n    z-index: 2; // Place active items above their siblings for proper border styling\n    color: var(--#{$prefix}list-group-active-color);\n    background-color: var(--#{$prefix}list-group-active-bg);\n    border-color: var(--#{$prefix}list-group-active-border-color);\n  }\n\n  // stylelint-disable-next-line scss/selector-no-redundant-nesting-selector\n  & + .list-group-item {\n    border-top-width: 0;\n\n    &.active {\n      margin-top: calc(-1 * var(--#{$prefix}list-group-border-width)); // stylelint-disable-line function-disallowed-list\n      border-top-width: var(--#{$prefix}list-group-border-width);\n    }\n  }\n}\n\n// Horizontal\n//\n// Change the layout of list group items from vertical (default) to horizontal.\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .list-group-horizontal#{$infix} {\n      flex-direction: row;\n\n      > .list-group-item {\n        &:first-child:not(:last-child) {\n          @include border-bottom-start-radius(var(--#{$prefix}list-group-border-radius));\n          @include border-top-end-radius(0);\n        }\n\n        &:last-child:not(:first-child) {\n          @include border-top-end-radius(var(--#{$prefix}list-group-border-radius));\n          @include border-bottom-start-radius(0);\n        }\n\n        &.active {\n          margin-top: 0;\n        }\n\n        + .list-group-item {\n          border-top-width: var(--#{$prefix}list-group-border-width);\n          border-left-width: 0;\n\n          &.active {\n            margin-left: calc(-1 * var(--#{$prefix}list-group-border-width)); // stylelint-disable-line function-disallowed-list\n            border-left-width: var(--#{$prefix}list-group-border-width);\n          }\n        }\n      }\n    }\n  }\n}\n\n\n// Flush list items\n//\n// Remove borders and border-radius to keep list group items edge-to-edge. Most\n// useful within other components (e.g., cards).\n\n.list-group-flush {\n  @include border-radius(0);\n\n  > .list-group-item {\n    border-width: 0 0 var(--#{$prefix}list-group-border-width);\n\n    &:last-child {\n      border-bottom-width: 0;\n    }\n  }\n}\n\n\n// scss-docs-start list-group-modifiers\n// List group contextual variants\n//\n// Add modifier classes to change text and background color on individual items.\n// Organizationally, this must come after the `:hover` states.\n\n@each $state in map-keys($theme-colors) {\n  .list-group-item-#{$state} {\n    --#{$prefix}list-group-color: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}list-group-bg: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}list-group-border-color: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-action-hover-color: var(--#{$prefix}emphasis-color);\n    --#{$prefix}list-group-action-hover-bg: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-action-active-color: var(--#{$prefix}emphasis-color);\n    --#{$prefix}list-group-action-active-bg: var(--#{$prefix}#{$state}-border-subtle);\n    --#{$prefix}list-group-active-color: var(--#{$prefix}#{$state}-bg-subtle);\n    --#{$prefix}list-group-active-bg: var(--#{$prefix}#{$state}-text-emphasis);\n    --#{$prefix}list-group-active-border-color: var(--#{$prefix}#{$state}-text-emphasis);\n  }\n}\n// scss-docs-end list-group-modifiers\n","// Transparent background and border properties included for button version.\n// iOS requires the button element instead of an anchor tag.\n// If you want the anchor version, it requires `href=\"#\"`.\n// See https://developer.mozilla.org/en-US/docs/Web/Events/click#Safari_Mobile\n\n.btn-close {\n  // scss-docs-start close-css-vars\n  --#{$prefix}btn-close-color: #{$btn-close-color};\n  --#{$prefix}btn-close-bg: #{ escape-svg($btn-close-bg) };\n  --#{$prefix}btn-close-opacity: #{$btn-close-opacity};\n  --#{$prefix}btn-close-hover-opacity: #{$btn-close-hover-opacity};\n  --#{$prefix}btn-close-focus-shadow: #{$btn-close-focus-shadow};\n  --#{$prefix}btn-close-focus-opacity: #{$btn-close-focus-opacity};\n  --#{$prefix}btn-close-disabled-opacity: #{$btn-close-disabled-opacity};\n  --#{$prefix}btn-close-white-filter: #{$btn-close-white-filter};\n  // scss-docs-end close-css-vars\n\n  box-sizing: content-box;\n  width: $btn-close-width;\n  height: $btn-close-height;\n  padding: $btn-close-padding-y $btn-close-padding-x;\n  color: var(--#{$prefix}btn-close-color);\n  background: transparent var(--#{$prefix}btn-close-bg) center / $btn-close-width auto no-repeat; // include transparent for button elements\n  border: 0; // for button elements\n  @include border-radius();\n  opacity: var(--#{$prefix}btn-close-opacity);\n\n  // Override <a>'s hover style\n  &:hover {\n    color: var(--#{$prefix}btn-close-color);\n    text-decoration: none;\n    opacity: var(--#{$prefix}btn-close-hover-opacity);\n  }\n\n  &:focus {\n    outline: 0;\n    box-shadow: var(--#{$prefix}btn-close-focus-shadow);\n    opacity: var(--#{$prefix}btn-close-focus-opacity);\n  }\n\n  &:disabled,\n  &.disabled {\n    pointer-events: none;\n    user-select: none;\n    opacity: var(--#{$prefix}btn-close-disabled-opacity);\n  }\n}\n\n@mixin btn-close-white() {\n  filter: var(--#{$prefix}btn-close-white-filter);\n}\n\n.btn-close-white {\n  @include btn-close-white();\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    .btn-close {\n      @include btn-close-white();\n    }\n  }\n}\n",".toast {\n  // scss-docs-start toast-css-vars\n  --#{$prefix}toast-zindex: #{$zindex-toast};\n  --#{$prefix}toast-padding-x: #{$toast-padding-x};\n  --#{$prefix}toast-padding-y: #{$toast-padding-y};\n  --#{$prefix}toast-spacing: #{$toast-spacing};\n  --#{$prefix}toast-max-width: #{$toast-max-width};\n  @include rfs($toast-font-size, --#{$prefix}toast-font-size);\n  --#{$prefix}toast-color: #{$toast-color};\n  --#{$prefix}toast-bg: #{$toast-background-color};\n  --#{$prefix}toast-border-width: #{$toast-border-width};\n  --#{$prefix}toast-border-color: #{$toast-border-color};\n  --#{$prefix}toast-border-radius: #{$toast-border-radius};\n  --#{$prefix}toast-box-shadow: #{$toast-box-shadow};\n  --#{$prefix}toast-header-color: #{$toast-header-color};\n  --#{$prefix}toast-header-bg: #{$toast-header-background-color};\n  --#{$prefix}toast-header-border-color: #{$toast-header-border-color};\n  // scss-docs-end toast-css-vars\n\n  width: var(--#{$prefix}toast-max-width);\n  max-width: 100%;\n  @include font-size(var(--#{$prefix}toast-font-size));\n  color: var(--#{$prefix}toast-color);\n  pointer-events: auto;\n  background-color: var(--#{$prefix}toast-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}toast-border-width) solid var(--#{$prefix}toast-border-color);\n  box-shadow: var(--#{$prefix}toast-box-shadow);\n  @include border-radius(var(--#{$prefix}toast-border-radius));\n\n  &.showing {\n    opacity: 0;\n  }\n\n  &:not(.show) {\n    display: none;\n  }\n}\n\n.toast-container {\n  --#{$prefix}toast-zindex: #{$zindex-toast};\n\n  position: absolute;\n  z-index: var(--#{$prefix}toast-zindex);\n  width: max-content;\n  max-width: 100%;\n  pointer-events: none;\n\n  > :not(:last-child) {\n    margin-bottom: var(--#{$prefix}toast-spacing);\n  }\n}\n\n.toast-header {\n  display: flex;\n  align-items: center;\n  padding: var(--#{$prefix}toast-padding-y) var(--#{$prefix}toast-padding-x);\n  color: var(--#{$prefix}toast-header-color);\n  background-color: var(--#{$prefix}toast-header-bg);\n  background-clip: padding-box;\n  border-bottom: var(--#{$prefix}toast-border-width) solid var(--#{$prefix}toast-header-border-color);\n  @include border-top-radius(calc(var(--#{$prefix}toast-border-radius) - var(--#{$prefix}toast-border-width)));\n\n  .btn-close {\n    margin-right: calc(-.5 * var(--#{$prefix}toast-padding-x)); // stylelint-disable-line function-disallowed-list\n    margin-left: var(--#{$prefix}toast-padding-x);\n  }\n}\n\n.toast-body {\n  padding: var(--#{$prefix}toast-padding-x);\n  word-wrap: break-word;\n}\n","// stylelint-disable function-disallowed-list\n\n// .modal-open      - body class for killing the scroll\n// .modal           - container to scroll within\n// .modal-dialog    - positioning shell for the actual modal\n// .modal-content   - actual modal w/ bg and corners and stuff\n\n\n// Container that the modal scrolls within\n.modal {\n  // scss-docs-start modal-css-vars\n  --#{$prefix}modal-zindex: #{$zindex-modal};\n  --#{$prefix}modal-width: #{$modal-md};\n  --#{$prefix}modal-padding: #{$modal-inner-padding};\n  --#{$prefix}modal-margin: #{$modal-dialog-margin};\n  --#{$prefix}modal-color: #{$modal-content-color};\n  --#{$prefix}modal-bg: #{$modal-content-bg};\n  --#{$prefix}modal-border-color: #{$modal-content-border-color};\n  --#{$prefix}modal-border-width: #{$modal-content-border-width};\n  --#{$prefix}modal-border-radius: #{$modal-content-border-radius};\n  --#{$prefix}modal-box-shadow: #{$modal-content-box-shadow-xs};\n  --#{$prefix}modal-inner-border-radius: #{$modal-content-inner-border-radius};\n  --#{$prefix}modal-header-padding-x: #{$modal-header-padding-x};\n  --#{$prefix}modal-header-padding-y: #{$modal-header-padding-y};\n  --#{$prefix}modal-header-padding: #{$modal-header-padding}; // Todo in v6: Split this padding into x and y\n  --#{$prefix}modal-header-border-color: #{$modal-header-border-color};\n  --#{$prefix}modal-header-border-width: #{$modal-header-border-width};\n  --#{$prefix}modal-title-line-height: #{$modal-title-line-height};\n  --#{$prefix}modal-footer-gap: #{$modal-footer-margin-between};\n  --#{$prefix}modal-footer-bg: #{$modal-footer-bg};\n  --#{$prefix}modal-footer-border-color: #{$modal-footer-border-color};\n  --#{$prefix}modal-footer-border-width: #{$modal-footer-border-width};\n  // scss-docs-end modal-css-vars\n\n  position: fixed;\n  top: 0;\n  left: 0;\n  z-index: var(--#{$prefix}modal-zindex);\n  display: none;\n  width: 100%;\n  height: 100%;\n  overflow-x: hidden;\n  overflow-y: auto;\n  // Prevent Chrome on Windows from adding a focus outline. For details, see\n  // https://github.com/twbs/bootstrap/pull/10951.\n  outline: 0;\n  // We deliberately don't use `-webkit-overflow-scrolling: touch;` due to a\n  // gnarly iOS Safari bug: https://bugs.webkit.org/show_bug.cgi?id=158342\n  // See also https://github.com/twbs/bootstrap/issues/17695\n}\n\n// Shell div to position the modal with bottom padding\n.modal-dialog {\n  position: relative;\n  width: auto;\n  margin: var(--#{$prefix}modal-margin);\n  // allow clicks to pass through for custom click handling to close modal\n  pointer-events: none;\n\n  // When fading in the modal, animate it to slide down\n  .modal.fade & {\n    @include transition($modal-transition);\n    transform: $modal-fade-transform;\n  }\n  .modal.show & {\n    transform: $modal-show-transform;\n  }\n\n  // When trying to close, animate focus to scale\n  .modal.modal-static & {\n    transform: $modal-scale-transform;\n  }\n}\n\n.modal-dialog-scrollable {\n  height: calc(100% - var(--#{$prefix}modal-margin) * 2);\n\n  .modal-content {\n    max-height: 100%;\n    overflow: hidden;\n  }\n\n  .modal-body {\n    overflow-y: auto;\n  }\n}\n\n.modal-dialog-centered {\n  display: flex;\n  align-items: center;\n  min-height: calc(100% - var(--#{$prefix}modal-margin) * 2);\n}\n\n// Actual modal\n.modal-content {\n  position: relative;\n  display: flex;\n  flex-direction: column;\n  width: 100%; // Ensure `.modal-content` extends the full width of the parent `.modal-dialog`\n  // counteract the pointer-events: none; in the .modal-dialog\n  color: var(--#{$prefix}modal-color);\n  pointer-events: auto;\n  background-color: var(--#{$prefix}modal-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}modal-border-width) solid var(--#{$prefix}modal-border-color);\n  @include border-radius(var(--#{$prefix}modal-border-radius));\n  @include box-shadow(var(--#{$prefix}modal-box-shadow));\n  // Remove focus outline from opened modal\n  outline: 0;\n}\n\n// Modal background\n.modal-backdrop {\n  // scss-docs-start modal-backdrop-css-vars\n  --#{$prefix}backdrop-zindex: #{$zindex-modal-backdrop};\n  --#{$prefix}backdrop-bg: #{$modal-backdrop-bg};\n  --#{$prefix}backdrop-opacity: #{$modal-backdrop-opacity};\n  // scss-docs-end modal-backdrop-css-vars\n\n  @include overlay-backdrop(var(--#{$prefix}backdrop-zindex), var(--#{$prefix}backdrop-bg), var(--#{$prefix}backdrop-opacity));\n}\n\n// Modal header\n// Top section of the modal w/ title and dismiss\n.modal-header {\n  display: flex;\n  flex-shrink: 0;\n  align-items: center;\n  justify-content: space-between; // Put modal header elements (title and dismiss) on opposite ends\n  padding: var(--#{$prefix}modal-header-padding);\n  border-bottom: var(--#{$prefix}modal-header-border-width) solid var(--#{$prefix}modal-header-border-color);\n  @include border-top-radius(var(--#{$prefix}modal-inner-border-radius));\n\n  .btn-close {\n    padding: calc(var(--#{$prefix}modal-header-padding-y) * .5) calc(var(--#{$prefix}modal-header-padding-x) * .5);\n    margin: calc(-.5 * var(--#{$prefix}modal-header-padding-y)) calc(-.5 * var(--#{$prefix}modal-header-padding-x)) calc(-.5 * var(--#{$prefix}modal-header-padding-y)) auto;\n  }\n}\n\n// Title text within header\n.modal-title {\n  margin-bottom: 0;\n  line-height: var(--#{$prefix}modal-title-line-height);\n}\n\n// Modal body\n// Where all modal content resides (sibling of .modal-header and .modal-footer)\n.modal-body {\n  position: relative;\n  // Enable `flex-grow: 1` so that the body take up as much space as possible\n  // when there should be a fixed height on `.modal-dialog`.\n  flex: 1 1 auto;\n  padding: var(--#{$prefix}modal-padding);\n}\n\n// Footer (for actions)\n.modal-footer {\n  display: flex;\n  flex-shrink: 0;\n  flex-wrap: wrap;\n  align-items: center; // vertically center\n  justify-content: flex-end; // Right align buttons with flex property because text-align doesn't work on flex items\n  padding: calc(var(--#{$prefix}modal-padding) - var(--#{$prefix}modal-footer-gap) * .5);\n  background-color: var(--#{$prefix}modal-footer-bg);\n  border-top: var(--#{$prefix}modal-footer-border-width) solid var(--#{$prefix}modal-footer-border-color);\n  @include border-bottom-radius(var(--#{$prefix}modal-inner-border-radius));\n\n  // Place margin between footer elements\n  // This solution is far from ideal because of the universal selector usage,\n  // but is needed to fix https://github.com/twbs/bootstrap/issues/24800\n  > * {\n    margin: calc(var(--#{$prefix}modal-footer-gap) * .5); // Todo in v6: replace with gap on parent class\n  }\n}\n\n// Scale up the modal\n@include media-breakpoint-up(sm) {\n  .modal {\n    --#{$prefix}modal-margin: #{$modal-dialog-margin-y-sm-up};\n    --#{$prefix}modal-box-shadow: #{$modal-content-box-shadow-sm-up};\n  }\n\n  // Automatically set modal's width for larger viewports\n  .modal-dialog {\n    max-width: var(--#{$prefix}modal-width);\n    margin-right: auto;\n    margin-left: auto;\n  }\n\n  .modal-sm {\n    --#{$prefix}modal-width: #{$modal-sm};\n  }\n}\n\n@include media-breakpoint-up(lg) {\n  .modal-lg,\n  .modal-xl {\n    --#{$prefix}modal-width: #{$modal-lg};\n  }\n}\n\n@include media-breakpoint-up(xl) {\n  .modal-xl {\n    --#{$prefix}modal-width: #{$modal-xl};\n  }\n}\n\n// scss-docs-start modal-fullscreen-loop\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n  $postfix: if($infix != \"\", $infix + \"-down\", \"\");\n\n  @include media-breakpoint-down($breakpoint) {\n    .modal-fullscreen#{$postfix} {\n      width: 100vw;\n      max-width: none;\n      height: 100%;\n      margin: 0;\n\n      .modal-content {\n        height: 100%;\n        border: 0;\n        @include border-radius(0);\n      }\n\n      .modal-header,\n      .modal-footer {\n        @include border-radius(0);\n      }\n\n      .modal-body {\n        overflow-y: auto;\n      }\n    }\n  }\n}\n// scss-docs-end modal-fullscreen-loop\n","// Shared between modals and offcanvases\n@mixin overlay-backdrop($zindex, $backdrop-bg, $backdrop-opacity) {\n  position: fixed;\n  top: 0;\n  left: 0;\n  z-index: $zindex;\n  width: 100vw;\n  height: 100vh;\n  background-color: $backdrop-bg;\n\n  // Fade for backdrop\n  &.fade { opacity: 0; }\n  &.show { opacity: $backdrop-opacity; }\n}\n","// Base class\n.tooltip {\n  // scss-docs-start tooltip-css-vars\n  --#{$prefix}tooltip-zindex: #{$zindex-tooltip};\n  --#{$prefix}tooltip-max-width: #{$tooltip-max-width};\n  --#{$prefix}tooltip-padding-x: #{$tooltip-padding-x};\n  --#{$prefix}tooltip-padding-y: #{$tooltip-padding-y};\n  --#{$prefix}tooltip-margin: #{$tooltip-margin};\n  @include rfs($tooltip-font-size, --#{$prefix}tooltip-font-size);\n  --#{$prefix}tooltip-color: #{$tooltip-color};\n  --#{$prefix}tooltip-bg: #{$tooltip-bg};\n  --#{$prefix}tooltip-border-radius: #{$tooltip-border-radius};\n  --#{$prefix}tooltip-opacity: #{$tooltip-opacity};\n  --#{$prefix}tooltip-arrow-width: #{$tooltip-arrow-width};\n  --#{$prefix}tooltip-arrow-height: #{$tooltip-arrow-height};\n  // scss-docs-end tooltip-css-vars\n\n  z-index: var(--#{$prefix}tooltip-zindex);\n  display: block;\n  margin: var(--#{$prefix}tooltip-margin);\n  @include deprecate(\"`$tooltip-margin`\", \"v5\", \"v5.x\", true);\n  // Our parent element can be arbitrary since tooltips are by default inserted as a sibling of their target element.\n  // So reset our font and text properties to avoid inheriting weird values.\n  @include reset-text();\n  @include font-size(var(--#{$prefix}tooltip-font-size));\n  // Allow breaking very long words so they don't overflow the tooltip's bounds\n  word-wrap: break-word;\n  opacity: 0;\n\n  &.show { opacity: var(--#{$prefix}tooltip-opacity); }\n\n  .tooltip-arrow {\n    display: block;\n    width: var(--#{$prefix}tooltip-arrow-width);\n    height: var(--#{$prefix}tooltip-arrow-height);\n\n    &::before {\n      position: absolute;\n      content: \"\";\n      border-color: transparent;\n      border-style: solid;\n    }\n  }\n}\n\n.bs-tooltip-top .tooltip-arrow {\n  bottom: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n\n  &::before {\n    top: -1px;\n    border-width: var(--#{$prefix}tooltip-arrow-height) calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    border-top-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-tooltip-end .tooltip-arrow {\n  left: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n  width: var(--#{$prefix}tooltip-arrow-height);\n  height: var(--#{$prefix}tooltip-arrow-width);\n\n  &::before {\n    right: -1px;\n    border-width: calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height) calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    border-right-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-tooltip-bottom .tooltip-arrow {\n  top: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n\n  &::before {\n    bottom: -1px;\n    border-width: 0 calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height); // stylelint-disable-line function-disallowed-list\n    border-bottom-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-tooltip-start .tooltip-arrow {\n  right: calc(-1 * var(--#{$prefix}tooltip-arrow-height)); // stylelint-disable-line function-disallowed-list\n  width: var(--#{$prefix}tooltip-arrow-height);\n  height: var(--#{$prefix}tooltip-arrow-width);\n\n  &::before {\n    left: -1px;\n    border-width: calc(var(--#{$prefix}tooltip-arrow-width) * .5) 0 calc(var(--#{$prefix}tooltip-arrow-width) * .5) var(--#{$prefix}tooltip-arrow-height); // stylelint-disable-line function-disallowed-list\n    border-left-color: var(--#{$prefix}tooltip-bg);\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-tooltip-auto {\n  &[data-popper-placement^=\"top\"] {\n    @extend .bs-tooltip-top;\n  }\n  &[data-popper-placement^=\"right\"] {\n    @extend .bs-tooltip-end;\n  }\n  &[data-popper-placement^=\"bottom\"] {\n    @extend .bs-tooltip-bottom;\n  }\n  &[data-popper-placement^=\"left\"] {\n    @extend .bs-tooltip-start;\n  }\n}\n\n// Wrapper for the tooltip content\n.tooltip-inner {\n  max-width: var(--#{$prefix}tooltip-max-width);\n  padding: var(--#{$prefix}tooltip-padding-y) var(--#{$prefix}tooltip-padding-x);\n  color: var(--#{$prefix}tooltip-color);\n  text-align: center;\n  background-color: var(--#{$prefix}tooltip-bg);\n  @include border-radius(var(--#{$prefix}tooltip-border-radius));\n}\n","@mixin reset-text {\n  font-family: $font-family-base;\n  // We deliberately do NOT reset font-size or overflow-wrap / word-wrap.\n  font-style: normal;\n  font-weight: $font-weight-normal;\n  line-height: $line-height-base;\n  text-align: left; // Fallback for where `start` is not supported\n  text-align: start;\n  text-decoration: none;\n  text-shadow: none;\n  text-transform: none;\n  letter-spacing: normal;\n  word-break: normal;\n  white-space: normal;\n  word-spacing: normal;\n  line-break: auto;\n}\n",".popover {\n  // scss-docs-start popover-css-vars\n  --#{$prefix}popover-zindex: #{$zindex-popover};\n  --#{$prefix}popover-max-width: #{$popover-max-width};\n  @include rfs($popover-font-size, --#{$prefix}popover-font-size);\n  --#{$prefix}popover-bg: #{$popover-bg};\n  --#{$prefix}popover-border-width: #{$popover-border-width};\n  --#{$prefix}popover-border-color: #{$popover-border-color};\n  --#{$prefix}popover-border-radius: #{$popover-border-radius};\n  --#{$prefix}popover-inner-border-radius: #{$popover-inner-border-radius};\n  --#{$prefix}popover-box-shadow: #{$popover-box-shadow};\n  --#{$prefix}popover-header-padding-x: #{$popover-header-padding-x};\n  --#{$prefix}popover-header-padding-y: #{$popover-header-padding-y};\n  @include rfs($popover-header-font-size, --#{$prefix}popover-header-font-size);\n  --#{$prefix}popover-header-color: #{$popover-header-color};\n  --#{$prefix}popover-header-bg: #{$popover-header-bg};\n  --#{$prefix}popover-body-padding-x: #{$popover-body-padding-x};\n  --#{$prefix}popover-body-padding-y: #{$popover-body-padding-y};\n  --#{$prefix}popover-body-color: #{$popover-body-color};\n  --#{$prefix}popover-arrow-width: #{$popover-arrow-width};\n  --#{$prefix}popover-arrow-height: #{$popover-arrow-height};\n  --#{$prefix}popover-arrow-border: var(--#{$prefix}popover-border-color);\n  // scss-docs-end popover-css-vars\n\n  z-index: var(--#{$prefix}popover-zindex);\n  display: block;\n  max-width: var(--#{$prefix}popover-max-width);\n  // Our parent element can be arbitrary since tooltips are by default inserted as a sibling of their target element.\n  // So reset our font and text properties to avoid inheriting weird values.\n  @include reset-text();\n  @include font-size(var(--#{$prefix}popover-font-size));\n  // Allow breaking very long words so they don't overflow the popover's bounds\n  word-wrap: break-word;\n  background-color: var(--#{$prefix}popover-bg);\n  background-clip: padding-box;\n  border: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-border-color);\n  @include border-radius(var(--#{$prefix}popover-border-radius));\n  @include box-shadow(var(--#{$prefix}popover-box-shadow));\n\n  .popover-arrow {\n    display: block;\n    width: var(--#{$prefix}popover-arrow-width);\n    height: var(--#{$prefix}popover-arrow-height);\n\n    &::before,\n    &::after {\n      position: absolute;\n      display: block;\n      content: \"\";\n      border-color: transparent;\n      border-style: solid;\n      border-width: 0;\n    }\n  }\n}\n\n.bs-popover-top {\n  > .popover-arrow {\n    bottom: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n\n    &::before,\n    &::after {\n      border-width: var(--#{$prefix}popover-arrow-height) calc(var(--#{$prefix}popover-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      bottom: 0;\n      border-top-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      bottom: var(--#{$prefix}popover-border-width);\n      border-top-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-popover-end {\n  > .popover-arrow {\n    left: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n    width: var(--#{$prefix}popover-arrow-height);\n    height: var(--#{$prefix}popover-arrow-width);\n\n    &::before,\n    &::after {\n      border-width: calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height) calc(var(--#{$prefix}popover-arrow-width) * .5) 0; // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      left: 0;\n      border-right-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      left: var(--#{$prefix}popover-border-width);\n      border-right-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-popover-bottom {\n  > .popover-arrow {\n    top: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n\n    &::before,\n    &::after {\n      border-width: 0 calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height); // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      top: 0;\n      border-bottom-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      top: var(--#{$prefix}popover-border-width);\n      border-bottom-color: var(--#{$prefix}popover-bg);\n    }\n  }\n\n  // This will remove the popover-header's border just below the arrow\n  .popover-header::before {\n    position: absolute;\n    top: 0;\n    left: 50%;\n    display: block;\n    width: var(--#{$prefix}popover-arrow-width);\n    margin-left: calc(-.5 * var(--#{$prefix}popover-arrow-width)); // stylelint-disable-line function-disallowed-list\n    content: \"\";\n    border-bottom: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-header-bg);\n  }\n}\n\n/* rtl:begin:ignore */\n.bs-popover-start {\n  > .popover-arrow {\n    right: calc(-1 * (var(--#{$prefix}popover-arrow-height)) - var(--#{$prefix}popover-border-width)); // stylelint-disable-line function-disallowed-list\n    width: var(--#{$prefix}popover-arrow-height);\n    height: var(--#{$prefix}popover-arrow-width);\n\n    &::before,\n    &::after {\n      border-width: calc(var(--#{$prefix}popover-arrow-width) * .5) 0 calc(var(--#{$prefix}popover-arrow-width) * .5) var(--#{$prefix}popover-arrow-height); // stylelint-disable-line function-disallowed-list\n    }\n\n    &::before {\n      right: 0;\n      border-left-color: var(--#{$prefix}popover-arrow-border);\n    }\n\n    &::after {\n      right: var(--#{$prefix}popover-border-width);\n      border-left-color: var(--#{$prefix}popover-bg);\n    }\n  }\n}\n\n/* rtl:end:ignore */\n\n.bs-popover-auto {\n  &[data-popper-placement^=\"top\"] {\n    @extend .bs-popover-top;\n  }\n  &[data-popper-placement^=\"right\"] {\n    @extend .bs-popover-end;\n  }\n  &[data-popper-placement^=\"bottom\"] {\n    @extend .bs-popover-bottom;\n  }\n  &[data-popper-placement^=\"left\"] {\n    @extend .bs-popover-start;\n  }\n}\n\n// Offset the popover to account for the popover arrow\n.popover-header {\n  padding: var(--#{$prefix}popover-header-padding-y) var(--#{$prefix}popover-header-padding-x);\n  margin-bottom: 0; // Reset the default from Reboot\n  @include font-size(var(--#{$prefix}popover-header-font-size));\n  color: var(--#{$prefix}popover-header-color);\n  background-color: var(--#{$prefix}popover-header-bg);\n  border-bottom: var(--#{$prefix}popover-border-width) solid var(--#{$prefix}popover-border-color);\n  @include border-top-radius(var(--#{$prefix}popover-inner-border-radius));\n\n  &:empty {\n    display: none;\n  }\n}\n\n.popover-body {\n  padding: var(--#{$prefix}popover-body-padding-y) var(--#{$prefix}popover-body-padding-x);\n  color: var(--#{$prefix}popover-body-color);\n}\n","// Notes on the classes:\n//\n// 1. .carousel.pointer-event should ideally be pan-y (to allow for users to scroll vertically)\n//    even when their scroll action started on a carousel, but for compatibility (with Firefox)\n//    we're preventing all actions instead\n// 2. The .carousel-item-start and .carousel-item-end is used to indicate where\n//    the active slide is heading.\n// 3. .active.carousel-item is the current slide.\n// 4. .active.carousel-item-start and .active.carousel-item-end is the current\n//    slide in its in-transition state. Only one of these occurs at a time.\n// 5. .carousel-item-next.carousel-item-start and .carousel-item-prev.carousel-item-end\n//    is the upcoming slide in transition.\n\n.carousel {\n  position: relative;\n}\n\n.carousel.pointer-event {\n  touch-action: pan-y;\n}\n\n.carousel-inner {\n  position: relative;\n  width: 100%;\n  overflow: hidden;\n  @include clearfix();\n}\n\n.carousel-item {\n  position: relative;\n  display: none;\n  float: left;\n  width: 100%;\n  margin-right: -100%;\n  backface-visibility: hidden;\n  @include transition($carousel-transition);\n}\n\n.carousel-item.active,\n.carousel-item-next,\n.carousel-item-prev {\n  display: block;\n}\n\n.carousel-item-next:not(.carousel-item-start),\n.active.carousel-item-end {\n  transform: translateX(100%);\n}\n\n.carousel-item-prev:not(.carousel-item-end),\n.active.carousel-item-start {\n  transform: translateX(-100%);\n}\n\n\n//\n// Alternate transitions\n//\n\n.carousel-fade {\n  .carousel-item {\n    opacity: 0;\n    transition-property: opacity;\n    transform: none;\n  }\n\n  .carousel-item.active,\n  .carousel-item-next.carousel-item-start,\n  .carousel-item-prev.carousel-item-end {\n    z-index: 1;\n    opacity: 1;\n  }\n\n  .active.carousel-item-start,\n  .active.carousel-item-end {\n    z-index: 0;\n    opacity: 0;\n    @include transition(opacity 0s $carousel-transition-duration);\n  }\n}\n\n\n//\n// Left/right controls for nav\n//\n\n.carousel-control-prev,\n.carousel-control-next {\n  position: absolute;\n  top: 0;\n  bottom: 0;\n  z-index: 1;\n  // Use flex for alignment (1-3)\n  display: flex; // 1. allow flex styles\n  align-items: center; // 2. vertically center contents\n  justify-content: center; // 3. horizontally center contents\n  width: $carousel-control-width;\n  padding: 0;\n  color: $carousel-control-color;\n  text-align: center;\n  background: none;\n  border: 0;\n  opacity: $carousel-control-opacity;\n  @include transition($carousel-control-transition);\n\n  // Hover/focus state\n  &:hover,\n  &:focus {\n    color: $carousel-control-color;\n    text-decoration: none;\n    outline: 0;\n    opacity: $carousel-control-hover-opacity;\n  }\n}\n.carousel-control-prev {\n  left: 0;\n  background-image: if($enable-gradients, linear-gradient(90deg, rgba($black, .25), rgba($black, .001)), null);\n}\n.carousel-control-next {\n  right: 0;\n  background-image: if($enable-gradients, linear-gradient(270deg, rgba($black, .25), rgba($black, .001)), null);\n}\n\n// Icons for within\n.carousel-control-prev-icon,\n.carousel-control-next-icon {\n  display: inline-block;\n  width: $carousel-control-icon-width;\n  height: $carousel-control-icon-width;\n  background-repeat: no-repeat;\n  background-position: 50%;\n  background-size: 100% 100%;\n}\n\n/* rtl:options: {\n  \"autoRename\": true,\n  \"stringMap\":[ {\n    \"name\"    : \"prev-next\",\n    \"search\"  : \"prev\",\n    \"replace\" : \"next\"\n  } ]\n} */\n.carousel-control-prev-icon {\n  background-image: escape-svg($carousel-control-prev-icon-bg);\n}\n.carousel-control-next-icon {\n  background-image: escape-svg($carousel-control-next-icon-bg);\n}\n\n// Optional indicator pips/controls\n//\n// Add a container (such as a list) with the following class and add an item (ideally a focusable control,\n// like a button) with data-bs-target for each slide your carousel holds.\n\n.carousel-indicators {\n  position: absolute;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  z-index: 2;\n  display: flex;\n  justify-content: center;\n  padding: 0;\n  // Use the .carousel-control's width as margin so we don't overlay those\n  margin-right: $carousel-control-width;\n  margin-bottom: 1rem;\n  margin-left: $carousel-control-width;\n\n  [data-bs-target] {\n    box-sizing: content-box;\n    flex: 0 1 auto;\n    width: $carousel-indicator-width;\n    height: $carousel-indicator-height;\n    padding: 0;\n    margin-right: $carousel-indicator-spacer;\n    margin-left: $carousel-indicator-spacer;\n    text-indent: -999px;\n    cursor: pointer;\n    background-color: $carousel-indicator-active-bg;\n    background-clip: padding-box;\n    border: 0;\n    // Use transparent borders to increase the hit area by 10px on top and bottom.\n    border-top: $carousel-indicator-hit-area-height solid transparent;\n    border-bottom: $carousel-indicator-hit-area-height solid transparent;\n    opacity: $carousel-indicator-opacity;\n    @include transition($carousel-indicator-transition);\n  }\n\n  .active {\n    opacity: $carousel-indicator-active-opacity;\n  }\n}\n\n\n// Optional captions\n//\n//\n\n.carousel-caption {\n  position: absolute;\n  right: (100% - $carousel-caption-width) * .5;\n  bottom: $carousel-caption-spacer;\n  left: (100% - $carousel-caption-width) * .5;\n  padding-top: $carousel-caption-padding-y;\n  padding-bottom: $carousel-caption-padding-y;\n  color: $carousel-caption-color;\n  text-align: center;\n}\n\n// Dark mode carousel\n\n@mixin carousel-dark() {\n  .carousel-control-prev-icon,\n  .carousel-control-next-icon {\n    filter: $carousel-dark-control-icon-filter;\n  }\n\n  .carousel-indicators [data-bs-target] {\n    background-color: $carousel-dark-indicator-active-bg;\n  }\n\n  .carousel-caption {\n    color: $carousel-dark-caption-color;\n  }\n}\n\n.carousel-dark {\n  @include carousel-dark();\n}\n\n@if $enable-dark-mode {\n  @include color-mode(dark) {\n    @if $color-mode-type == \"media-query\" {\n      .carousel {\n        @include carousel-dark();\n      }\n    } @else {\n      .carousel,\n      &.carousel {\n        @include carousel-dark();\n      }\n    }\n  }\n}\n","// scss-docs-start clearfix\n@mixin clearfix() {\n  &::after {\n    display: block;\n    clear: both;\n    content: \"\";\n  }\n}\n// scss-docs-end clearfix\n","//\n// Rotating border\n//\n\n.spinner-grow,\n.spinner-border {\n  display: inline-block;\n  width: var(--#{$prefix}spinner-width);\n  height: var(--#{$prefix}spinner-height);\n  vertical-align: var(--#{$prefix}spinner-vertical-align);\n  // stylelint-disable-next-line property-disallowed-list\n  border-radius: 50%;\n  animation: var(--#{$prefix}spinner-animation-speed) linear infinite var(--#{$prefix}spinner-animation-name);\n}\n\n// scss-docs-start spinner-border-keyframes\n@keyframes spinner-border {\n  to { transform: rotate(360deg) #{\"/* rtl:ignore */\"}; }\n}\n// scss-docs-end spinner-border-keyframes\n\n.spinner-border {\n  // scss-docs-start spinner-border-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width};\n  --#{$prefix}spinner-height: #{$spinner-height};\n  --#{$prefix}spinner-vertical-align: #{$spinner-vertical-align};\n  --#{$prefix}spinner-border-width: #{$spinner-border-width};\n  --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed};\n  --#{$prefix}spinner-animation-name: spinner-border;\n  // scss-docs-end spinner-border-css-vars\n\n  border: var(--#{$prefix}spinner-border-width) solid currentcolor;\n  border-right-color: transparent;\n}\n\n.spinner-border-sm {\n  // scss-docs-start spinner-border-sm-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width-sm};\n  --#{$prefix}spinner-height: #{$spinner-height-sm};\n  --#{$prefix}spinner-border-width: #{$spinner-border-width-sm};\n  // scss-docs-end spinner-border-sm-css-vars\n}\n\n//\n// Growing circle\n//\n\n// scss-docs-start spinner-grow-keyframes\n@keyframes spinner-grow {\n  0% {\n    transform: scale(0);\n  }\n  50% {\n    opacity: 1;\n    transform: none;\n  }\n}\n// scss-docs-end spinner-grow-keyframes\n\n.spinner-grow {\n  // scss-docs-start spinner-grow-css-vars\n  --#{$prefix}spinner-width: #{$spinner-width};\n  --#{$prefix}spinner-height: #{$spinner-height};\n  --#{$prefix}spinner-vertical-align: #{$spinner-vertical-align};\n  --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed};\n  --#{$prefix}spinner-animation-name: spinner-grow;\n  // scss-docs-end spinner-grow-css-vars\n\n  background-color: currentcolor;\n  opacity: 0;\n}\n\n.spinner-grow-sm {\n  --#{$prefix}spinner-width: #{$spinner-width-sm};\n  --#{$prefix}spinner-height: #{$spinner-height-sm};\n}\n\n@if $enable-reduced-motion {\n  @media (prefers-reduced-motion: reduce) {\n    .spinner-border,\n    .spinner-grow {\n      --#{$prefix}spinner-animation-speed: #{$spinner-animation-speed * 2};\n    }\n  }\n}\n","// stylelint-disable function-disallowed-list\n\n%offcanvas-css-vars {\n  // scss-docs-start offcanvas-css-vars\n  --#{$prefix}offcanvas-zindex: #{$zindex-offcanvas};\n  --#{$prefix}offcanvas-width: #{$offcanvas-horizontal-width};\n  --#{$prefix}offcanvas-height: #{$offcanvas-vertical-height};\n  --#{$prefix}offcanvas-padding-x: #{$offcanvas-padding-x};\n  --#{$prefix}offcanvas-padding-y: #{$offcanvas-padding-y};\n  --#{$prefix}offcanvas-color: #{$offcanvas-color};\n  --#{$prefix}offcanvas-bg: #{$offcanvas-bg-color};\n  --#{$prefix}offcanvas-border-width: #{$offcanvas-border-width};\n  --#{$prefix}offcanvas-border-color: #{$offcanvas-border-color};\n  --#{$prefix}offcanvas-box-shadow: #{$offcanvas-box-shadow};\n  --#{$prefix}offcanvas-transition: #{transform $offcanvas-transition-duration ease-in-out};\n  --#{$prefix}offcanvas-title-line-height: #{$offcanvas-title-line-height};\n  // scss-docs-end offcanvas-css-vars\n}\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $next: breakpoint-next($breakpoint, $grid-breakpoints);\n  $infix: breakpoint-infix($next, $grid-breakpoints);\n\n  .offcanvas#{$infix} {\n    @extend %offcanvas-css-vars;\n  }\n}\n\n@each $breakpoint in map-keys($grid-breakpoints) {\n  $next: breakpoint-next($breakpoint, $grid-breakpoints);\n  $infix: breakpoint-infix($next, $grid-breakpoints);\n\n  .offcanvas#{$infix} {\n    @include media-breakpoint-down($next) {\n      position: fixed;\n      bottom: 0;\n      z-index: var(--#{$prefix}offcanvas-zindex);\n      display: flex;\n      flex-direction: column;\n      max-width: 100%;\n      color: var(--#{$prefix}offcanvas-color);\n      visibility: hidden;\n      background-color: var(--#{$prefix}offcanvas-bg);\n      background-clip: padding-box;\n      outline: 0;\n      @include box-shadow(var(--#{$prefix}offcanvas-box-shadow));\n      @include transition(var(--#{$prefix}offcanvas-transition));\n\n      &.offcanvas-start {\n        top: 0;\n        left: 0;\n        width: var(--#{$prefix}offcanvas-width);\n        border-right: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateX(-100%);\n      }\n\n      &.offcanvas-end {\n        top: 0;\n        right: 0;\n        width: var(--#{$prefix}offcanvas-width);\n        border-left: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateX(100%);\n      }\n\n      &.offcanvas-top {\n        top: 0;\n        right: 0;\n        left: 0;\n        height: var(--#{$prefix}offcanvas-height);\n        max-height: 100%;\n        border-bottom: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateY(-100%);\n      }\n\n      &.offcanvas-bottom {\n        right: 0;\n        left: 0;\n        height: var(--#{$prefix}offcanvas-height);\n        max-height: 100%;\n        border-top: var(--#{$prefix}offcanvas-border-width) solid var(--#{$prefix}offcanvas-border-color);\n        transform: translateY(100%);\n      }\n\n      &.showing,\n      &.show:not(.hiding) {\n        transform: none;\n      }\n\n      &.showing,\n      &.hiding,\n      &.show {\n        visibility: visible;\n      }\n    }\n\n    @if not ($infix == \"\") {\n      @include media-breakpoint-up($next) {\n        --#{$prefix}offcanvas-height: auto;\n        --#{$prefix}offcanvas-border-width: 0;\n        background-color: transparent !important; // stylelint-disable-line declaration-no-important\n\n        .offcanvas-header {\n          display: none;\n        }\n\n        .offcanvas-body {\n          display: flex;\n          flex-grow: 0;\n          padding: 0;\n          overflow-y: visible;\n          // Reset `background-color` in case `.bg-*` classes are used in offcanvas\n          background-color: transparent !important; // stylelint-disable-line declaration-no-important\n        }\n      }\n    }\n  }\n}\n\n.offcanvas-backdrop {\n  @include overlay-backdrop($zindex-offcanvas-backdrop, $offcanvas-backdrop-bg, $offcanvas-backdrop-opacity);\n}\n\n.offcanvas-header {\n  display: flex;\n  align-items: center;\n  justify-content: space-between;\n  padding: var(--#{$prefix}offcanvas-padding-y) var(--#{$prefix}offcanvas-padding-x);\n\n  .btn-close {\n    padding: calc(var(--#{$prefix}offcanvas-padding-y) * .5) calc(var(--#{$prefix}offcanvas-padding-x) * .5);\n    margin-top: calc(-.5 * var(--#{$prefix}offcanvas-padding-y));\n    margin-right: calc(-.5 * var(--#{$prefix}offcanvas-padding-x));\n    margin-bottom: calc(-.5 * var(--#{$prefix}offcanvas-padding-y));\n  }\n}\n\n.offcanvas-title {\n  margin-bottom: 0;\n  line-height: var(--#{$prefix}offcanvas-title-line-height);\n}\n\n.offcanvas-body {\n  flex-grow: 1;\n  padding: var(--#{$prefix}offcanvas-padding-y) var(--#{$prefix}offcanvas-padding-x);\n  overflow-y: auto;\n}\n",".placeholder {\n  display: inline-block;\n  min-height: 1em;\n  vertical-align: middle;\n  cursor: wait;\n  background-color: currentcolor;\n  opacity: $placeholder-opacity-max;\n\n  &.btn::before {\n    display: inline-block;\n    content: \"\";\n  }\n}\n\n// Sizing\n.placeholder-xs {\n  min-height: .6em;\n}\n\n.placeholder-sm {\n  min-height: .8em;\n}\n\n.placeholder-lg {\n  min-height: 1.2em;\n}\n\n// Animation\n.placeholder-glow {\n  .placeholder {\n    animation: placeholder-glow 2s ease-in-out infinite;\n  }\n}\n\n@keyframes placeholder-glow {\n  50% {\n    opacity: $placeholder-opacity-min;\n  }\n}\n\n.placeholder-wave {\n  mask-image: linear-gradient(130deg, $black 55%, rgba(0, 0, 0, (1 - $placeholder-opacity-min)) 75%, $black 95%);\n  mask-size: 200% 100%;\n  animation: placeholder-wave 2s linear infinite;\n}\n\n@keyframes placeholder-wave {\n  100% {\n    mask-position: -200% 0%;\n  }\n}\n","// All-caps `RGBA()` function used because of this Sass bug: https://github.com/sass/node-sass/issues/2251\n@each $color, $value in $theme-colors {\n  .text-bg-#{$color} {\n    color: color-contrast($value) if($enable-important-utilities, !important, null);\n    background-color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}bg-opacity, 1)) if($enable-important-utilities, !important, null);\n  }\n}\n","// All-caps `RGBA()` function used because of this Sass bug: https://github.com/sass/node-sass/issues/2251\n@each $color, $value in $theme-colors {\n  .link-#{$color} {\n    color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n    text-decoration-color: RGBA(var(--#{$prefix}#{$color}-rgb), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n\n    @if $link-shade-percentage != 0 {\n      &:hover,\n      &:focus {\n        $hover-color: if(color-contrast($value) == $color-contrast-light, shade-color($value, $link-shade-percentage), tint-color($value, $link-shade-percentage));\n        color: RGBA(#{to-rgb($hover-color)}, var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n        text-decoration-color: RGBA(to-rgb($hover-color), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n      }\n    }\n  }\n}\n\n// One-off special link helper as a bridge until v6\n.link-body-emphasis {\n  color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-opacity, 1)) if($enable-important-utilities, !important, null);\n  text-decoration-color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-underline-opacity, 1)) if($enable-important-utilities, !important, null);\n\n  @if $link-shade-percentage != 0 {\n    &:hover,\n    &:focus {\n      color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-opacity, .75)) if($enable-important-utilities, !important, null);\n      text-decoration-color: RGBA(var(--#{$prefix}emphasis-color-rgb), var(--#{$prefix}link-underline-opacity, .75)) if($enable-important-utilities, !important, null);\n    }\n  }\n}\n",".focus-ring:focus {\n  outline: 0;\n  // By default, there is no `--bs-focus-ring-x`, `--bs-focus-ring-y`, or `--bs-focus-ring-blur`, but we provide CSS variables with fallbacks to initial `0` values\n  box-shadow: var(--#{$prefix}focus-ring-x, 0) var(--#{$prefix}focus-ring-y, 0) var(--#{$prefix}focus-ring-blur, 0) var(--#{$prefix}focus-ring-width) var(--#{$prefix}focus-ring-color);\n}\n",".icon-link {\n  display: inline-flex;\n  gap: $icon-link-gap;\n  align-items: center;\n  text-decoration-color: rgba(var(--#{$prefix}link-color-rgb), var(--#{$prefix}link-opacity, .5));\n  text-underline-offset: $icon-link-underline-offset;\n  backface-visibility: hidden;\n\n  > .bi {\n    flex-shrink: 0;\n    width: $icon-link-icon-size;\n    height: $icon-link-icon-size;\n    fill: currentcolor;\n    @include transition($icon-link-icon-transition);\n  }\n}\n\n.icon-link-hover {\n  &:hover,\n  &:focus-visible {\n    > .bi {\n      transform: var(--#{$prefix}icon-link-transform, $icon-link-icon-transform);\n    }\n  }\n}\n","// Credit: Nicolas Gallagher and SUIT CSS.\n\n.ratio {\n  position: relative;\n  width: 100%;\n\n  &::before {\n    display: block;\n    padding-top: var(--#{$prefix}aspect-ratio);\n    content: \"\";\n  }\n\n  > * {\n    position: absolute;\n    top: 0;\n    left: 0;\n    width: 100%;\n    height: 100%;\n  }\n}\n\n@each $key, $ratio in $aspect-ratios {\n  .ratio-#{$key} {\n    --#{$prefix}aspect-ratio: #{$ratio};\n  }\n}\n","// Shorthand\n\n.fixed-top {\n  position: fixed;\n  top: 0;\n  right: 0;\n  left: 0;\n  z-index: $zindex-fixed;\n}\n\n.fixed-bottom {\n  position: fixed;\n  right: 0;\n  bottom: 0;\n  left: 0;\n  z-index: $zindex-fixed;\n}\n\n// Responsive sticky top and bottom\n@each $breakpoint in map-keys($grid-breakpoints) {\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    .sticky#{$infix}-top {\n      position: sticky;\n      top: 0;\n      z-index: $zindex-sticky;\n    }\n\n    .sticky#{$infix}-bottom {\n      position: sticky;\n      bottom: 0;\n      z-index: $zindex-sticky;\n    }\n  }\n}\n","// scss-docs-start stacks\n.hstack {\n  display: flex;\n  flex-direction: row;\n  align-items: center;\n  align-self: stretch;\n}\n\n.vstack {\n  display: flex;\n  flex: 1 1 auto;\n  flex-direction: column;\n  align-self: stretch;\n}\n// scss-docs-end stacks\n","//\n// Visually hidden\n//\n\n.visually-hidden,\n.visually-hidden-focusable:not(:focus):not(:focus-within) {\n  @include visually-hidden();\n}\n","// stylelint-disable declaration-no-important\n\n// Hide content visually while keeping it accessible to assistive technologies\n//\n// See: https://www.a11yproject.com/posts/2013-01-11-how-to-hide-content/\n// See: https://kittygiraudel.com/2016/10/13/css-hide-and-seek/\n\n@mixin visually-hidden() {\n  width: 1px !important;\n  height: 1px !important;\n  padding: 0 !important;\n  margin: -1px !important; // Fix for https://github.com/twbs/bootstrap/issues/25686\n  overflow: hidden !important;\n  clip: rect(0, 0, 0, 0) !important;\n  white-space: nowrap !important;\n  border: 0 !important;\n\n  // Fix for positioned table caption that could become anonymous cells\n  &:not(caption) {\n    position: absolute !important;\n  }\n}\n\n// Use to only display content when it's focused, or one of its child elements is focused\n// (i.e. when focus is within the element/container that the class was applied to)\n//\n// Useful for \"Skip to main content\" links; see https://www.w3.org/TR/2013/NOTE-WCAG20-TECHS-20130905/G1\n\n@mixin visually-hidden-focusable() {\n  &:not(:focus):not(:focus-within) {\n    @include visually-hidden();\n  }\n}\n","//\n// Stretched link\n//\n\n.stretched-link {\n  &::#{$stretched-link-pseudo-element} {\n    position: absolute;\n    top: 0;\n    right: 0;\n    bottom: 0;\n    left: 0;\n    z-index: $stretched-link-z-index;\n    content: \"\";\n  }\n}\n","//\n// Text truncation\n//\n\n.text-truncate {\n  @include text-truncate();\n}\n","// Text truncate\n// Requires inline-block or block for proper styling\n\n@mixin text-truncate() {\n  overflow: hidden;\n  text-overflow: ellipsis;\n  white-space: nowrap;\n}\n",".vr {\n  display: inline-block;\n  align-self: stretch;\n  width: $vr-border-width;\n  min-height: 1em;\n  background-color: currentcolor;\n  opacity: $hr-opacity;\n}\n","// Utility generator\n// Used to generate utilities & print utilities\n@mixin generate-utility($utility, $infix: \"\", $is-rfs-media-query: false) {\n  $values: map-get($utility, values);\n\n  // If the values are a list or string, convert it into a map\n  @if type-of($values) == \"string\" or type-of(nth($values, 1)) != \"list\" {\n    $values: zip($values, $values);\n  }\n\n  @each $key, $value in $values {\n    $properties: map-get($utility, property);\n\n    // Multiple properties are possible, for example with vertical or horizontal margins or paddings\n    @if type-of($properties) == \"string\" {\n      $properties: append((), $properties);\n    }\n\n    // Use custom class if present\n    $property-class: if(map-has-key($utility, class), map-get($utility, class), nth($properties, 1));\n    $property-class: if($property-class == null, \"\", $property-class);\n\n    // Use custom CSS variable name if present, otherwise default to `class`\n    $css-variable-name: if(map-has-key($utility, css-variable-name), map-get($utility, css-variable-name), map-get($utility, class));\n\n    // State params to generate pseudo-classes\n    $state: if(map-has-key($utility, state), map-get($utility, state), ());\n\n    $infix: if($property-class == \"\" and str-slice($infix, 1, 1) == \"-\", str-slice($infix, 2), $infix);\n\n    // Don't prefix if value key is null (e.g. with shadow class)\n    $property-class-modifier: if($key, if($property-class == \"\" and $infix == \"\", \"\", \"-\") + $key, \"\");\n\n    @if map-get($utility, rfs) {\n      // Inside the media query\n      @if $is-rfs-media-query {\n        $val: rfs-value($value);\n\n        // Do not render anything if fluid and non fluid values are the same\n        $value: if($val == rfs-fluid-value($value), null, $val);\n      }\n      @else {\n        $value: rfs-fluid-value($value);\n      }\n    }\n\n    $is-css-var: map-get($utility, css-var);\n    $is-local-vars: map-get($utility, local-vars);\n    $is-rtl: map-get($utility, rtl);\n\n    @if $value != null {\n      @if $is-rtl == false {\n        /* rtl:begin:remove */\n      }\n\n      @if $is-css-var {\n        .#{$property-class + $infix + $property-class-modifier} {\n          --#{$prefix}#{$css-variable-name}: #{$value};\n        }\n\n        @each $pseudo in $state {\n          .#{$property-class + $infix + $property-class-modifier}-#{$pseudo}:#{$pseudo} {\n            --#{$prefix}#{$css-variable-name}: #{$value};\n          }\n        }\n      } @else {\n        .#{$property-class + $infix + $property-class-modifier} {\n          @each $property in $properties {\n            @if $is-local-vars {\n              @each $local-var, $variable in $is-local-vars {\n                --#{$prefix}#{$local-var}: #{$variable};\n              }\n            }\n            #{$property}: $value if($enable-important-utilities, !important, null);\n          }\n        }\n\n        @each $pseudo in $state {\n          .#{$property-class + $infix + $property-class-modifier}-#{$pseudo}:#{$pseudo} {\n            @each $property in $properties {\n              @if $is-local-vars {\n                @each $local-var, $variable in $is-local-vars {\n                  --#{$prefix}#{$local-var}: #{$variable};\n                }\n              }\n              #{$property}: $value if($enable-important-utilities, !important, null);\n            }\n          }\n        }\n      }\n\n      @if $is-rtl == false {\n        /* rtl:end:remove */\n      }\n    }\n  }\n}\n","// Loop over each breakpoint\n@each $breakpoint in map-keys($grid-breakpoints) {\n\n  // Generate media query if needed\n  @include media-breakpoint-up($breakpoint) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    // Loop over each utility property\n    @each $key, $utility in $utilities {\n      // The utility can be disabled with `false`, thus check if the utility is a map first\n      // Only proceed if responsive media queries are enabled or if it's the base media query\n      @if type-of($utility) == \"map\" and (map-get($utility, responsive) or $infix == \"\") {\n        @include generate-utility($utility, $infix);\n      }\n    }\n  }\n}\n\n// RFS rescaling\n@media (min-width: $rfs-mq-value) {\n  @each $breakpoint in map-keys($grid-breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $grid-breakpoints);\n\n    @if (map-get($grid-breakpoints, $breakpoint) < $rfs-breakpoint) {\n      // Loop over each utility property\n      @each $key, $utility in $utilities {\n        // The utility can be disabled with `false`, thus check if the utility is a map first\n        // Only proceed if responsive media queries are enabled or if it's the base media query\n        @if type-of($utility) == \"map\" and map-get($utility, rfs) and (map-get($utility, responsive) or $infix == \"\") {\n          @include generate-utility($utility, $infix, true);\n        }\n      }\n    }\n  }\n}\n\n\n// Print utilities\n@media print {\n  @each $key, $utility in $utilities {\n    // The utility can be disabled with `false`, thus check if the utility is a map first\n    // Then check if the utility needs print styles\n    @if type-of($utility) == \"map\" and map-get($utility, print) == true {\n      @include generate-utility($utility, \"-print\");\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/styles/pydata-sphinx-theme.css b/_static/styles/pydata-sphinx-theme.css
new file mode 100644
index 00000000..b81ac474
--- /dev/null
+++ b/_static/styles/pydata-sphinx-theme.css
@@ -0,0 +1,2 @@
+html{--pst-header-height:4rem;--pst-header-article-height:calc(var(--pst-header-height)*2/3);--pst-sidebar-secondary:17rem;--pst-font-size-base:1rem;--pst-font-size-h1:2.5rem;--pst-font-size-h2:2rem;--pst-font-size-h3:1.75rem;--pst-font-size-h4:1.5rem;--pst-font-size-h5:1.25rem;--pst-font-size-h6:1.1rem;--pst-font-size-milli:0.9rem;--pst-sidebar-font-size:0.9rem;--pst-sidebar-font-size-mobile:1.1rem;--pst-sidebar-header-font-size:1.2rem;--pst-sidebar-header-font-weight:600;--pst-admonition-font-weight-heading:600;--pst-font-weight-caption:300;--pst-font-weight-heading:400;--pst-font-family-base-system:-apple-system,BlinkMacSystemFont,Segoe UI,"Helvetica Neue",Arial,sans-serif,Apple Color Emoji,Segoe UI Emoji,Segoe UI Symbol;--pst-font-family-monospace-system:"SFMono-Regular",Menlo,Consolas,Monaco,Liberation Mono,Lucida 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+ 1rem)}body{background-color:var(--pst-color-background);color:var(--pst-color-text-base);display:flex;flex-direction:column;font-family:var(--pst-font-family-base);font-weight:400;line-height:1.65;min-height:100vh}body::-webkit-scrollbar-track{background:var(--pst-color-background)}p{color:var(--pst-color-text-base);font-size:1em;margin-bottom:1.15rem}p.rubric{border-bottom:1px solid var(--pst-color-border)}p.centered{text-align:center}a{word-wrap:break-word;color:var(--pst-color-link);text-decoration:underline;text-decoration-thickness:max(1px,.0625rem);text-underline-offset:.1578em}a:hover{text-decoration-skip:none;color:var(--pst-color-link-hover);text-decoration-skip-ink:none;text-decoration-thickness:max(3px,.1875rem,.12em)}a:active,a:visited{color:var(--pst-color-link)}a:visited:hover{color:var(--pst-color-link-hover)}a:focus-visible{outline:2px solid var(--pst-color-accent)}a.headerlink{color:var(--pst-color-secondary);font-size:.8em;margin-left:.2em;opacity:.7;padding:0 4px;text-decoration:none;transition:all .2s ease-out;user-select:none}a.headerlink:hover{opacity:1}a.github:before,a.gitlab:before{color:var(--pst-color-text-muted);font:var(--fa-font-brands);margin-right:.25rem}a.github:before{content:var(--pst-icon-github)}a.gitlab:before{content:var(--pst-icon-gitlab)}.heading-style,h1,h2,h3,h4,h5,h6{font-family:var(--pst-font-family-heading);font-weight:var(--pst-font-weight-heading);line-height:1.15;margin:2.75rem 0 1.05rem}h1{font-size:var(--pst-font-size-h1);margin-top:0}h1,h2{color:var(--pst-heading-color)}h2{font-size:var(--pst-font-size-h2)}h3{font-size:var(--pst-font-size-h3)}h3,h4{color:var(--pst-heading-color)}h4{font-size:var(--pst-font-size-h4)}h5{font-size:var(--pst-font-size-h5)}h5,h6{color:var(--pst-color-text-base)}h6{font-size:var(--pst-font-size-h6)}.text_small,small{font-size:var(--pst-font-size-milli)}hr{border:0;border-top:1px solid 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details.toggle-details summary{border-left:3px solid var(--pst-color-primary)}html div.rendered_html html .jp-RenderedHTMLCommon table{table-layout:auto}html[data-theme=dark] .bd-content .nboutput .output_area.rendered_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}html[data-theme=dark] .bd-content .nboutput .output_area.stderr{background:var(--pst-color-danger)}div.nblast.container{margin-bottom:1rem}div.cell_output .output{max-width:100%;overflow-x:auto}html[data-theme=dark] .bd-content div.cell_output img,html[data-theme=dark] .bd-content div.cell_output .text_html{color:var(--pst-color-on-background);background-color:var(--pst-color-text-base);border-radius:.25rem;padding:.5rem}.bd-content div.cell_input{display:flex;flex-direction:column;justify-content:stretch}.bd-content div.cell_input,.bd-content div.output{border-radius:.25rem}.bd-content div.output table{table-layout:auto}html[data-theme=dark] .bd-content img.leaflet-tile.leaflet-tile-loaded{border-radius:0;padding:0}.bd-search-container div#search-results>h2{font-size:var(--pst-font-size-icon);margin-top:0}.bd-search-container div#search-results p.search-summary{color:var(--pst-color-text-muted)}.bd-search-container ul.search{margin:0;list-style:none}.bd-search-container ul.search li{background-image:none;padding:1rem 0;margin:1rem 0;border-top:1px solid var(--pst-color-text-muted)}.bd-search-container ul.search li>a{font-size:1.2em}.bd-search-container ul.search li div.context,.bd-search-container ul.search li p.context{color:var(--pst-color-text-base);margin:.5em 0 0 0}.bd-search-container ul.search li div.context a:before,.bd-search-container ul.search li p.context a:before{content:\"#\";padding-right:.2em;color:var(--pst-color-text-muted)}","html {\n  /*****************************************************************************\n  * Overall Layout Variables\n  */\n\n  // Header height will impact the top offset for many sections\n  // Article header is 66% of Header\n  --pst-header-height: 4rem;\n  --pst-header-article-height: calc(var(--pst-header-height) * 2 / 3);\n  --pst-sidebar-secondary: 17rem;\n}\n\n/*******************************************************************************\n* Breakpoints that trigger UI changes\n*\n* Note that media-breakpoint-down begins at the next highest level!\n* So we should choose a media-breakpoint-down one *lower* than when we want to start\n* example: media-breakpoint-up(md) and media-breakpoint-down(sm) trigger at the same time\n* ref: https://github.com/twbs/bootstrap/issues/31214\n*/\n$breakpoint-sidebar-primary: lg; // When we collapse the primary sidebar\n$breakpoint-sidebar-secondary: xl; // When we collapse the secondary sidebar\n$breakpoint-page-width: 88rem; // taken from sphinx-basic-ng, which we are ultimately going to inherit\n\n/*******************************************************************************\n* Define the animation behaviour\n*/\n$animation-time: 200ms;\n\n/*******************************************************************************\n* UI shaping and padding\n*/\n$admonition-border-radius: 0.25rem;\n","html {\n  /*****************************************************************************\n  * Font features used in this theme\n  */\n\n  // base font size - applied at body/html level\n  --pst-font-size-base: 1rem;\n\n  // heading font sizes based on bootstrap sizing\n  --pst-font-size-h1: 2.5rem;\n  --pst-font-size-h2: 2rem;\n  --pst-font-size-h3: 1.75rem;\n  --pst-font-size-h4: 1.5rem;\n  --pst-font-size-h5: 1.25rem;\n  --pst-font-size-h6: 1.1rem;\n\n  // smaller than heading font sizes\n  --pst-font-size-milli: 0.9rem;\n\n  // Sidebar styles\n  --pst-sidebar-font-size: 0.9rem;\n  --pst-sidebar-font-size-mobile: 1.1rem;\n  --pst-sidebar-header-font-size: 1.2rem;\n  --pst-sidebar-header-font-weight: 600;\n\n  // Admonition styles\n  --pst-admonition-font-weight-heading: 600;\n\n  // Font weights\n  --pst-font-weight-caption: 300;\n  --pst-font-weight-heading: 400;\n\n  // Font family\n  // These are adapted from https://systemfontstack.com/ */\n  --pst-font-family-base-system: -apple-system, BlinkMacSystemFont, Segoe UI,\n    \"Helvetica Neue\", Arial, sans-serif, Apple Color Emoji, Segoe UI Emoji,\n    Segoe UI Symbol;\n  --pst-font-family-monospace-system: \"SFMono-Regular\", Menlo, Consolas, Monaco,\n    Liberation Mono, Lucida Console, monospace;\n\n  --pst-font-family-base: var(--pst-font-family-base-system);\n  --pst-font-family-heading: var(--pst-font-family-base-system);\n  --pst-font-family-monospace: var(--pst-font-family-monospace-system);\n}\n","html {\n  /*****************************************************************************\n  * Icon\n  */\n\n  // Font size across all icons\n  --pst-font-size-icon: 1.5rem;\n\n  // Font Awesome default icons\n  --pst-icon-check-circle: \"\\f058\"; // fa-solid fa-circle-check\n  --pst-icon-info-circle: \"\\f05a\"; // fa-solid fa-circle-info\n  --pst-icon-exclamation-triangle: \"\\f071\"; // fa-solid fa-triangle-exclamation\n  --pst-icon-exclamation-circle: \"\\f06a\"; // fa-solid fa-circle-exclamation\n  --pst-icon-times-circle: \"\\f057\"; // fa-solid fa-circle-xmark\n  --pst-icon-lightbulb: \"\\f0eb\"; // fa-solid fa-lightbulb\n  --pst-icon-download: \"\\f019\"; // fa-solid fa-download\n  --pst-icon-angle-left: \"\\f104\"; // fa-solid fa-angle-left\n  --pst-icon-angle-right: \"\\f105\"; // fa-solid fa-angle-right\n  --pst-icon-external-link: \"\\f35d\"; // fa-solid fa-up-right-from-square\n  --pst-icon-search-minus: \"\\f010\"; // fa-solid fa-magnifying-glass-minus\n  --pst-icon-github: \"\\f09b\"; // fa-brands fa-github\n  --pst-icon-gitlab: \"\\f296\"; // fa-brands fa-gitlab\n  --pst-icon-share: \"\\f064\"; // fa-solid fa-share\n  --pst-icon-bell: \"\\f0f3\"; // fa-solid fa-bell\n  --pst-icon-pencil: \"\\f303\"; // fa-solid fa-pencil\n\n  // Bootstrap icons\n  --pst-breadcrumb-divider: \"\\f105\";\n}\n","html {\n  /*****************************************************************************\n  * Admonitions\n  **/\n\n  --pst-icon-admonition-default: var(--pst-icon-bell);\n  --pst-icon-admonition-note: var(--pst-icon-info-circle);\n  --pst-icon-admonition-attention: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-caution: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-warning: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-danger: var(--pst-icon-exclamation-triangle);\n  --pst-icon-admonition-error: var(--pst-icon-times-circle);\n  --pst-icon-admonition-hint: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-tip: var(--pst-icon-lightbulb);\n  --pst-icon-admonition-important: var(--pst-icon-exclamation-circle);\n  --pst-icon-admonition-seealso: var(--pst-icon-share);\n  --pst-icon-admonition-todo: var(--pst-icon-pencil);\n}\n","html {\n  /*****************************************************************************\n  * versionmodified\n  **/\n\n  --pst-icon-versionmodified-default: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-added: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-changed: var(--pst-icon-exclamation-circle);\n  --pst-icon-versionmodified-deprecated: var(--pst-icon-exclamation-circle);\n}\n","html {\n  font-size: var(--pst-font-size-base);\n  scroll-padding-top: calc(var(--pst-header-height) + 1rem);\n}\n\nbody {\n  background-color: var(--pst-color-background);\n  font-family: var(--pst-font-family-base);\n  font-weight: 400;\n  line-height: 1.65;\n  color: var(--pst-color-text-base);\n  min-height: 100vh;\n  display: flex;\n  flex-direction: column;\n\n  // hack to avoid the black background on some browser including Safari\n  &::-webkit-scrollbar-track {\n    background: var(--pst-color-background);\n  }\n}\n\np {\n  margin-bottom: 1.15rem;\n  font-size: 1em;\n  color: var(--pst-color-text-base);\n\n  /* section header in docstring pages */\n  &.rubric {\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n\n  &.centered {\n    text-align: center;\n  }\n}\n\na {\n  @include link-style-default;\n\n  // The # anchor that appears on hover over headings\n  &.headerlink {\n    color: var(--pst-color-secondary);\n    opacity: 0.7;\n    font-size: 0.8em;\n    padding: 0 4px 0 4px;\n    margin-left: 0.2em;\n    text-decoration: none;\n    transition: all 0.2s ease-out;\n    user-select: none;\n\n    &:hover {\n      opacity: 1;\n    }\n  }\n\n  // set up a icon next to the shorten links from github and gitlab\n  &.github,\n  &.gitlab {\n    &::before {\n      color: var(--pst-color-text-muted);\n      font: var(--fa-font-brands);\n      margin-right: 0.25rem;\n    }\n  }\n\n  &.github::before {\n    content: var(--pst-icon-github);\n  }\n\n  &.gitlab::before {\n    content: var(--pst-icon-gitlab);\n  }\n}\n\n.heading-style {\n  margin: 2.75rem 0 1.05rem;\n  font-family: var(--pst-font-family-heading);\n  font-weight: var(--pst-font-weight-heading);\n  line-height: 1.15;\n}\n\nh1 {\n  @extend .heading-style;\n  margin-top: 0;\n  font-size: var(--pst-font-size-h1);\n  color: var(--pst-heading-color);\n}\n\nh2 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h2);\n  color: var(--pst-heading-color);\n}\n\nh3 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h3);\n  color: var(--pst-heading-color);\n}\n\nh4 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h4);\n  color: var(--pst-heading-color);\n}\n\nh5 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h5);\n  color: var(--pst-color-text-base);\n}\n\nh6 {\n  @extend .heading-style;\n  font-size: var(--pst-font-size-h6);\n  color: var(--pst-color-text-base);\n}\n\nsmall,\n.text_small {\n  font-size: var(--pst-font-size-milli);\n}\n\nhr {\n  border: 0;\n  border-top: 1px solid var(--pst-color-border);\n}\n\npre,\ncode,\nkbd,\nsamp {\n  font-family: var(--pst-font-family-monospace);\n}\n\nkbd {\n  // use theme negative\n  background-color: var(--pst-color-on-background);\n  color: var(--pst-color-text-muted);\n\n  // Compound keyboard elements will have nested kbd in them, so this prevents double lines\n  &:not(.compound) {\n    border: 1px solid var(--pst-color-border);\n    margin: 0 0.1rem;\n    padding: 0.1rem 0.4rem;\n    box-shadow: 1px 1px 1px var(--pst-color-shadow);\n  }\n}\n\ncode {\n  color: var(--pst-color-inline-code);\n}\n\npre {\n  margin: 1.5em 0 1.5em 0;\n  padding: 1rem;\n  background-color: var(--pst-color-surface);\n  color: var(--pst-color-text-base);\n  line-height: 1.2em;\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  .linenos {\n    // minimum opacity to make the line numbers WCAG AA conformant\n    opacity: 0.8;\n    padding-right: 10px;\n  }\n}\n\n// the back to top btn\n#pst-back-to-top {\n  z-index: $zindex-tooltip;\n  position: fixed;\n  display: none;\n  top: 90vh;\n  left: 50vw;\n  transform: translate(-50%);\n  color: var(--pst-color-secondary-text);\n  background-color: var(--pst-color-secondary);\n  border: none;\n}\n","/**\n * Consistent styling for links\n **/\n\n// Define some useful variables for links styling consistency\n//\n//  Thickness of the underline for links\n// the default will be either:\n//  - 1px\n// - 0.0625rem if it's thicker than 1px because the user has changed the text\n//   size in their browser\n$link-underline-thickness: unquote(\"max(1px, .0625rem)\") !default;\n// Offset of link underlines from text baseline\n// The default is 3px expressed as ems, as calculated against the default body\n// font size (on desktop).\n$link-underline-offset: 0.1578em !default;\n// Thickness of link underlines in hover state\n// The default for each link will be the thickest of the following:\n//  - 3px\n//  - 0.1875rem, if it's thicker than 3px because the user has changed the text\n//    size in their browser\n//  - 0.12em (relative to the link's text size)\n$link-hover-decoration-thickness: unquote(\"max(3px, .1875rem, .12em)\") !default;\n\n//  Ensures links have an underline decoration by default - needed to meet\n// WCAG SC 1.4.1\n@mixin link-decoration {\n  text-decoration: underline;\n\n  @if $link-underline-thickness {\n    text-decoration-thickness: $link-underline-thickness;\n  }\n\n  @if $link-underline-offset {\n    text-underline-offset: $link-underline-offset;\n  }\n}\n\n// Ensures links have an underline decoration on hover - distinct from the\n// default behaviour\n@mixin link-decoration-hover {\n  @if $link-hover-decoration-thickness {\n    text-decoration-thickness: $link-hover-decoration-thickness;\n    // Disable ink skipping on underlines on hover. Browsers haven't\n    // standardised on this part of the spec yet, so set both properties\n    text-decoration-skip-ink: none; // Chromium, Firefox\n    text-decoration-skip: none; // Safari\n  }\n}\n\n// Simple hover style - can be used alone or in conjunction with other mixins\n// Add the text underline and change in thickness on hover\n@mixin link-style-hover {\n  &:hover {\n    @include link-decoration;\n    @include link-decoration-hover;\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Default link styles\n//\n// Defines: default unvisited, visited, hover, and active.\n// TODO: @trallard to improve focus styles in subsequent PR\n@mixin link-style-default {\n  // So that really long links don't spill out of their container\n  word-wrap: break-word;\n\n  color: var(--pst-color-link);\n  @include link-decoration;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to add active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link);\n  }\n\n  // Visited should still be hoverable\n  &:visited {\n    color: var(--pst-color-link);\n    &:hover {\n      color: var(--pst-color-link-hover);\n    }\n  }\n  @include focus-indicator;\n}\n\n// Text link styles\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation bar links.\n@mixin link-style-text {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @include link-decoration;\n    @include link-decoration-hover;\n  }\n  @include focus-indicator;\n}\n\n// Sidebar and TOC links\n//\n// Makes links use the muted text colour and removes the underline.\n// Use this mixin for navigation the primary sidebar and table of contents.\n// Active and hover should work together rather than one overriding the other.\n@mixin link-sidebar {\n  color: var(--pst-color-text-muted);\n  text-decoration: none;\n\n  &:hover {\n    text-decoration: underline;\n    background-color: transparent;\n    color: var(--pst-color-link-hover);\n    @include link-decoration-hover;\n  }\n\n  // TODO: @trallard to update active styles in subsequent PR\n  &:active {\n    color: var(--pst-color-link-hover);\n  }\n}\n\n// Sidebar current page link styles\n//\n// Adds a vertical line on the left hand side of the link to indicate that\n// it's the current page. Note this is distinct from an active state.\n// Used on the primary sidebar and the TOC.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-sidebar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    box-shadow: inset\n      $link-hover-decoration-thickness\n      0px\n      0px\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar current page link styles\n//\n// Adds a bottom underline, this leaves enough space for the hover state without\n// cluttering the navbar.\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin link-navbar-current {\n  font-weight: 600;\n  color: var(--pst-color-primary);\n  @if $link-hover-decoration-thickness {\n    border-bottom: $link-hover-decoration-thickness\n      solid\n      var(--pst-color-primary);\n  }\n}\n\n// Navigation bar icon links hover styles\n//\n// Adds a bottom box-shadow - since there is no text we cannot use text-decoration\n// We want the side box shadow to have the same thickness as the hover underline\n@mixin icon-navbar-hover {\n  &:hover {\n    color: var(--pst-color-link-hover);\n    @if $link-hover-decoration-thickness {\n      box-shadow: 0px\n        $link-hover-decoration-thickness\n        0px\n        var(--pst-color-link-hover);\n    }\n  }\n}\n\n// Focus indicator\n@mixin focus-indicator {\n  &:focus-visible {\n    outline: 2px solid var(--pst-color-accent);\n  }\n}\n","// Variables\n//\n// Variables should follow the `$component-state-property-size` formula for\n// consistent naming. Ex: $nav-link-disabled-color and $modal-content-box-shadow-xs.\n\n// Color system\n\n// scss-docs-start gray-color-variables\n$white:    #fff !default;\n$gray-100: #f8f9fa !default;\n$gray-200: #e9ecef !default;\n$gray-300: #dee2e6 !default;\n$gray-400: #ced4da !default;\n$gray-500: #adb5bd !default;\n$gray-600: #6c757d !default;\n$gray-700: #495057 !default;\n$gray-800: #343a40 !default;\n$gray-900: #212529 !default;\n$black:    #000 !default;\n// scss-docs-end gray-color-variables\n\n// fusv-disable\n// scss-docs-start gray-colors-map\n$grays: (\n  \"100\": $gray-100,\n  \"200\": $gray-200,\n  \"300\": $gray-300,\n  \"400\": $gray-400,\n  \"500\": $gray-500,\n  \"600\": $gray-600,\n  \"700\": $gray-700,\n  \"800\": $gray-800,\n  \"900\": $gray-900\n) !default;\n// scss-docs-end gray-colors-map\n// fusv-enable\n\n// scss-docs-start color-variables\n$blue:    #0d6efd !default;\n$indigo:  #6610f2 !default;\n$purple:  #6f42c1 !default;\n$pink:    #d63384 !default;\n$red:     #dc3545 !default;\n$orange:  #fd7e14 !default;\n$yellow:  #ffc107 !default;\n$green:   #198754 !default;\n$teal:    #20c997 !default;\n$cyan:    #0dcaf0 !default;\n// scss-docs-end color-variables\n\n// scss-docs-start colors-map\n$colors: (\n  \"blue\":       $blue,\n  \"indigo\":     $indigo,\n  \"purple\":     $purple,\n  \"pink\":       $pink,\n  \"red\":        $red,\n  \"orange\":     $orange,\n  \"yellow\":     $yellow,\n  \"green\":      $green,\n  \"teal\":       $teal,\n  \"cyan\":       $cyan,\n  \"black\":      $black,\n  \"white\":      $white,\n  \"gray\":       $gray-600,\n  \"gray-dark\":  $gray-800\n) !default;\n// scss-docs-end colors-map\n\n// The contrast ratio to reach against white, to determine if color changes from \"light\" to \"dark\". Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n$min-contrast-ratio:   4.5 !default;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$color-contrast-dark:      $black !default;\n$color-contrast-light:     $white !default;\n\n// fusv-disable\n$blue-100: tint-color($blue, 80%) !default;\n$blue-200: tint-color($blue, 60%) !default;\n$blue-300: tint-color($blue, 40%) !default;\n$blue-400: tint-color($blue, 20%) !default;\n$blue-500: $blue !default;\n$blue-600: shade-color($blue, 20%) !default;\n$blue-700: shade-color($blue, 40%) !default;\n$blue-800: shade-color($blue, 60%) !default;\n$blue-900: shade-color($blue, 80%) !default;\n\n$indigo-100: tint-color($indigo, 80%) !default;\n$indigo-200: tint-color($indigo, 60%) !default;\n$indigo-300: tint-color($indigo, 40%) !default;\n$indigo-400: tint-color($indigo, 20%) !default;\n$indigo-500: $indigo !default;\n$indigo-600: shade-color($indigo, 20%) !default;\n$indigo-700: shade-color($indigo, 40%) !default;\n$indigo-800: shade-color($indigo, 60%) !default;\n$indigo-900: shade-color($indigo, 80%) !default;\n\n$purple-100: tint-color($purple, 80%) !default;\n$purple-200: tint-color($purple, 60%) !default;\n$purple-300: tint-color($purple, 40%) !default;\n$purple-400: tint-color($purple, 20%) !default;\n$purple-500: $purple !default;\n$purple-600: shade-color($purple, 20%) !default;\n$purple-700: shade-color($purple, 40%) !default;\n$purple-800: shade-color($purple, 60%) !default;\n$purple-900: shade-color($purple, 80%) !default;\n\n$pink-100: tint-color($pink, 80%) !default;\n$pink-200: tint-color($pink, 60%) !default;\n$pink-300: tint-color($pink, 40%) !default;\n$pink-400: tint-color($pink, 20%) !default;\n$pink-500: $pink !default;\n$pink-600: shade-color($pink, 20%) !default;\n$pink-700: shade-color($pink, 40%) !default;\n$pink-800: shade-color($pink, 60%) !default;\n$pink-900: shade-color($pink, 80%) !default;\n\n$red-100: tint-color($red, 80%) !default;\n$red-200: tint-color($red, 60%) !default;\n$red-300: tint-color($red, 40%) !default;\n$red-400: tint-color($red, 20%) !default;\n$red-500: $red !default;\n$red-600: shade-color($red, 20%) !default;\n$red-700: shade-color($red, 40%) !default;\n$red-800: shade-color($red, 60%) !default;\n$red-900: shade-color($red, 80%) !default;\n\n$orange-100: tint-color($orange, 80%) !default;\n$orange-200: tint-color($orange, 60%) !default;\n$orange-300: tint-color($orange, 40%) !default;\n$orange-400: tint-color($orange, 20%) !default;\n$orange-500: $orange !default;\n$orange-600: shade-color($orange, 20%) !default;\n$orange-700: shade-color($orange, 40%) !default;\n$orange-800: shade-color($orange, 60%) !default;\n$orange-900: shade-color($orange, 80%) !default;\n\n$yellow-100: tint-color($yellow, 80%) !default;\n$yellow-200: tint-color($yellow, 60%) !default;\n$yellow-300: tint-color($yellow, 40%) !default;\n$yellow-400: tint-color($yellow, 20%) !default;\n$yellow-500: $yellow !default;\n$yellow-600: shade-color($yellow, 20%) !default;\n$yellow-700: shade-color($yellow, 40%) !default;\n$yellow-800: shade-color($yellow, 60%) !default;\n$yellow-900: shade-color($yellow, 80%) !default;\n\n$green-100: tint-color($green, 80%) !default;\n$green-200: tint-color($green, 60%) !default;\n$green-300: tint-color($green, 40%) !default;\n$green-400: tint-color($green, 20%) !default;\n$green-500: $green !default;\n$green-600: shade-color($green, 20%) !default;\n$green-700: shade-color($green, 40%) !default;\n$green-800: shade-color($green, 60%) !default;\n$green-900: shade-color($green, 80%) !default;\n\n$teal-100: tint-color($teal, 80%) !default;\n$teal-200: tint-color($teal, 60%) !default;\n$teal-300: tint-color($teal, 40%) !default;\n$teal-400: tint-color($teal, 20%) !default;\n$teal-500: $teal !default;\n$teal-600: shade-color($teal, 20%) !default;\n$teal-700: shade-color($teal, 40%) !default;\n$teal-800: shade-color($teal, 60%) !default;\n$teal-900: shade-color($teal, 80%) !default;\n\n$cyan-100: tint-color($cyan, 80%) !default;\n$cyan-200: tint-color($cyan, 60%) !default;\n$cyan-300: tint-color($cyan, 40%) !default;\n$cyan-400: tint-color($cyan, 20%) !default;\n$cyan-500: $cyan !default;\n$cyan-600: shade-color($cyan, 20%) !default;\n$cyan-700: shade-color($cyan, 40%) !default;\n$cyan-800: shade-color($cyan, 60%) !default;\n$cyan-900: shade-color($cyan, 80%) !default;\n\n$blues: (\n  \"blue-100\": $blue-100,\n  \"blue-200\": $blue-200,\n  \"blue-300\": $blue-300,\n  \"blue-400\": $blue-400,\n  \"blue-500\": $blue-500,\n  \"blue-600\": $blue-600,\n  \"blue-700\": $blue-700,\n  \"blue-800\": $blue-800,\n  \"blue-900\": $blue-900\n) !default;\n\n$indigos: (\n  \"indigo-100\": $indigo-100,\n  \"indigo-200\": $indigo-200,\n  \"indigo-300\": $indigo-300,\n  \"indigo-400\": $indigo-400,\n  \"indigo-500\": $indigo-500,\n  \"indigo-600\": $indigo-600,\n  \"indigo-700\": $indigo-700,\n  \"indigo-800\": $indigo-800,\n  \"indigo-900\": $indigo-900\n) !default;\n\n$purples: (\n  \"purple-100\": $purple-100,\n  \"purple-200\": $purple-200,\n  \"purple-300\": $purple-300,\n  \"purple-400\": $purple-400,\n  \"purple-500\": $purple-500,\n  \"purple-600\": $purple-600,\n  \"purple-700\": $purple-700,\n  \"purple-800\": $purple-800,\n  \"purple-900\": $purple-900\n) !default;\n\n$pinks: (\n  \"pink-100\": $pink-100,\n  \"pink-200\": $pink-200,\n  \"pink-300\": $pink-300,\n  \"pink-400\": $pink-400,\n  \"pink-500\": $pink-500,\n  \"pink-600\": $pink-600,\n  \"pink-700\": $pink-700,\n  \"pink-800\": $pink-800,\n  \"pink-900\": $pink-900\n) !default;\n\n$reds: (\n  \"red-100\": $red-100,\n  \"red-200\": $red-200,\n  \"red-300\": $red-300,\n  \"red-400\": $red-400,\n  \"red-500\": $red-500,\n  \"red-600\": $red-600,\n  \"red-700\": $red-700,\n  \"red-800\": $red-800,\n  \"red-900\": $red-900\n) !default;\n\n$oranges: (\n  \"orange-100\": $orange-100,\n  \"orange-200\": $orange-200,\n  \"orange-300\": $orange-300,\n  \"orange-400\": $orange-400,\n  \"orange-500\": $orange-500,\n  \"orange-600\": $orange-600,\n  \"orange-700\": $orange-700,\n  \"orange-800\": $orange-800,\n  \"orange-900\": $orange-900\n) !default;\n\n$yellows: (\n  \"yellow-100\": $yellow-100,\n  \"yellow-200\": $yellow-200,\n  \"yellow-300\": $yellow-300,\n  \"yellow-400\": $yellow-400,\n  \"yellow-500\": $yellow-500,\n  \"yellow-600\": $yellow-600,\n  \"yellow-700\": $yellow-700,\n  \"yellow-800\": $yellow-800,\n  \"yellow-900\": $yellow-900\n) !default;\n\n$greens: (\n  \"green-100\": $green-100,\n  \"green-200\": $green-200,\n  \"green-300\": $green-300,\n  \"green-400\": $green-400,\n  \"green-500\": $green-500,\n  \"green-600\": $green-600,\n  \"green-700\": $green-700,\n  \"green-800\": $green-800,\n  \"green-900\": $green-900\n) !default;\n\n$teals: (\n  \"teal-100\": $teal-100,\n  \"teal-200\": $teal-200,\n  \"teal-300\": $teal-300,\n  \"teal-400\": $teal-400,\n  \"teal-500\": $teal-500,\n  \"teal-600\": $teal-600,\n  \"teal-700\": $teal-700,\n  \"teal-800\": $teal-800,\n  \"teal-900\": $teal-900\n) !default;\n\n$cyans: (\n  \"cyan-100\": $cyan-100,\n  \"cyan-200\": $cyan-200,\n  \"cyan-300\": $cyan-300,\n  \"cyan-400\": $cyan-400,\n  \"cyan-500\": $cyan-500,\n  \"cyan-600\": $cyan-600,\n  \"cyan-700\": $cyan-700,\n  \"cyan-800\": $cyan-800,\n  \"cyan-900\": $cyan-900\n) !default;\n// fusv-enable\n\n// scss-docs-start theme-color-variables\n$primary:       $blue !default;\n$secondary:     $gray-600 !default;\n$success:       $green !default;\n$info:          $cyan !default;\n$warning:       $yellow !default;\n$danger:        $red !default;\n$light:         $gray-100 !default;\n$dark:          $gray-900 !default;\n// scss-docs-end theme-color-variables\n\n// scss-docs-start theme-colors-map\n$theme-colors: (\n  \"primary\":    $primary,\n  \"secondary\":  $secondary,\n  \"success\":    $success,\n  \"info\":       $info,\n  \"warning\":    $warning,\n  \"danger\":     $danger,\n  \"light\":      $light,\n  \"dark\":       $dark\n) !default;\n// scss-docs-end theme-colors-map\n\n// scss-docs-start theme-text-variables\n$primary-text-emphasis:   shade-color($primary, 60%) !default;\n$secondary-text-emphasis: shade-color($secondary, 60%) !default;\n$success-text-emphasis:   shade-color($success, 60%) !default;\n$info-text-emphasis:      shade-color($info, 60%) !default;\n$warning-text-emphasis:   shade-color($warning, 60%) !default;\n$danger-text-emphasis:    shade-color($danger, 60%) !default;\n$light-text-emphasis:     $gray-700 !default;\n$dark-text-emphasis:      $gray-700 !default;\n// scss-docs-end theme-text-variables\n\n// scss-docs-start theme-bg-subtle-variables\n$primary-bg-subtle:       tint-color($primary, 80%) !default;\n$secondary-bg-subtle:     tint-color($secondary, 80%) !default;\n$success-bg-subtle:       tint-color($success, 80%) !default;\n$info-bg-subtle:          tint-color($info, 80%) !default;\n$warning-bg-subtle:       tint-color($warning, 80%) !default;\n$danger-bg-subtle:        tint-color($danger, 80%) !default;\n$light-bg-subtle:         mix($gray-100, $white) !default;\n$dark-bg-subtle:          $gray-400 !default;\n// scss-docs-end theme-bg-subtle-variables\n\n// scss-docs-start theme-border-subtle-variables\n$primary-border-subtle:   tint-color($primary, 60%) !default;\n$secondary-border-subtle: tint-color($secondary, 60%) !default;\n$success-border-subtle:   tint-color($success, 60%) !default;\n$info-border-subtle:      tint-color($info, 60%) !default;\n$warning-border-subtle:   tint-color($warning, 60%) !default;\n$danger-border-subtle:    tint-color($danger, 60%) !default;\n$light-border-subtle:     $gray-200 !default;\n$dark-border-subtle:      $gray-500 !default;\n// scss-docs-end theme-border-subtle-variables\n\n// Characters which are escaped by the escape-svg function\n$escaped-characters: (\n  (\"<\", \"%3c\"),\n  (\">\", \"%3e\"),\n  (\"#\", \"%23\"),\n  (\"(\", \"%28\"),\n  (\")\", \"%29\"),\n) !default;\n\n// Options\n//\n// Quickly modify global styling by enabling or disabling optional features.\n\n$enable-caret:                true !default;\n$enable-rounded:              true !default;\n$enable-shadows:              false !default;\n$enable-gradients:            false !default;\n$enable-transitions:          true !default;\n$enable-reduced-motion:       true !default;\n$enable-smooth-scroll:        true !default;\n$enable-grid-classes:         true !default;\n$enable-container-classes:    true !default;\n$enable-cssgrid:              false !default;\n$enable-button-pointers:      true !default;\n$enable-rfs:                  true !default;\n$enable-validation-icons:     true !default;\n$enable-negative-margins:     false !default;\n$enable-deprecation-messages: true !default;\n$enable-important-utilities:  true !default;\n\n$enable-dark-mode:            true !default;\n$color-mode-type:             data !default; // `data` or `media-query`\n\n// Prefix for :root CSS variables\n\n$variable-prefix:             bs- !default; // Deprecated in v5.2.0 for the shorter `$prefix`\n$prefix:                      $variable-prefix !default;\n\n// Gradient\n//\n// The gradient which is added to components if `$enable-gradients` is `true`\n// This gradient is also added to elements with `.bg-gradient`\n// scss-docs-start variable-gradient\n$gradient: linear-gradient(180deg, rgba($white, .15), rgba($white, 0)) !default;\n// scss-docs-end variable-gradient\n\n// Spacing\n//\n// Control the default styling of most Bootstrap elements by modifying these\n// variables. Mostly focused on spacing.\n// You can add more entries to the $spacers map, should you need more variation.\n\n// scss-docs-start spacer-variables-maps\n$spacer: 1rem !default;\n$spacers: (\n  0: 0,\n  1: $spacer * .25,\n  2: $spacer * .5,\n  3: $spacer,\n  4: $spacer * 1.5,\n  5: $spacer * 3,\n) !default;\n// scss-docs-end spacer-variables-maps\n\n// Position\n//\n// Define the edge positioning anchors of the position utilities.\n\n// scss-docs-start position-map\n$position-values: (\n  0: 0,\n  50: 50%,\n  100: 100%\n) !default;\n// scss-docs-end position-map\n\n// Body\n//\n// Settings for the `<body>` element.\n\n$body-text-align:           null !default;\n$body-color:                $gray-900 !default;\n$body-bg:                   $white !default;\n\n$body-secondary-color:      rgba($body-color, .75) !default;\n$body-secondary-bg:         $gray-200 !default;\n\n$body-tertiary-color:       rgba($body-color, .5) !default;\n$body-tertiary-bg:          $gray-100 !default;\n\n$body-emphasis-color:       $black !default;\n\n// Links\n//\n// Style anchor elements.\n\n$link-color:                              $primary !default;\n$link-decoration:                         underline !default;\n$link-shade-percentage:                   20% !default;\n$link-hover-color:                        shift-color($link-color, $link-shade-percentage) !default;\n$link-hover-decoration:                   null !default;\n\n$stretched-link-pseudo-element:           after !default;\n$stretched-link-z-index:                  1 !default;\n\n// Icon links\n// scss-docs-start icon-link-variables\n$icon-link-gap:               .375rem !default;\n$icon-link-underline-offset:  .25em !default;\n$icon-link-icon-size:         1em !default;\n$icon-link-icon-transition:   .2s ease-in-out transform !default;\n$icon-link-icon-transform:    translate3d(.25em, 0, 0) !default;\n// scss-docs-end icon-link-variables\n\n// Paragraphs\n//\n// Style p element.\n\n$paragraph-margin-bottom:   1rem !default;\n\n\n// Grid breakpoints\n//\n// Define the minimum dimensions at which your layout will change,\n// adapting to different screen sizes, for use in media queries.\n\n// scss-docs-start grid-breakpoints\n$grid-breakpoints: (\n  xs: 0,\n  sm: 576px,\n  md: 768px,\n  lg: 992px,\n  xl: 1200px,\n  xxl: 1400px\n) !default;\n// scss-docs-end grid-breakpoints\n\n@include _assert-ascending($grid-breakpoints, \"$grid-breakpoints\");\n@include _assert-starts-at-zero($grid-breakpoints, \"$grid-breakpoints\");\n\n\n// Grid containers\n//\n// Define the maximum width of `.container` for different screen sizes.\n\n// scss-docs-start container-max-widths\n$container-max-widths: (\n  sm: 540px,\n  md: 720px,\n  lg: 960px,\n  xl: 1140px,\n  xxl: 1320px\n) !default;\n// scss-docs-end container-max-widths\n\n@include _assert-ascending($container-max-widths, \"$container-max-widths\");\n\n\n// Grid columns\n//\n// Set the number of columns and specify the width of the gutters.\n\n$grid-columns:                12 !default;\n$grid-gutter-width:           1.5rem !default;\n$grid-row-columns:            6 !default;\n\n// Container padding\n\n$container-padding-x: $grid-gutter-width !default;\n\n\n// Components\n//\n// Define common padding and border radius sizes and more.\n\n// scss-docs-start border-variables\n$border-width:                1px !default;\n$border-widths: (\n  1: 1px,\n  2: 2px,\n  3: 3px,\n  4: 4px,\n  5: 5px\n) !default;\n$border-style:                solid !default;\n$border-color:                $gray-300 !default;\n$border-color-translucent:    rgba($black, .175) !default;\n// scss-docs-end border-variables\n\n// scss-docs-start border-radius-variables\n$border-radius:               .375rem !default;\n$border-radius-sm:            .25rem !default;\n$border-radius-lg:            .5rem !default;\n$border-radius-xl:            1rem !default;\n$border-radius-xxl:           2rem !default;\n$border-radius-pill:          50rem !default;\n// scss-docs-end border-radius-variables\n// fusv-disable\n$border-radius-2xl:           $border-radius-xxl !default; // Deprecated in v5.3.0\n// fusv-enable\n\n// scss-docs-start box-shadow-variables\n$box-shadow:                  0 .5rem 1rem rgba($black, .15) !default;\n$box-shadow-sm:               0 .125rem .25rem rgba($black, .075) !default;\n$box-shadow-lg:               0 1rem 3rem rgba($black, .175) !default;\n$box-shadow-inset:            inset 0 1px 2px rgba($black, .075) !default;\n// scss-docs-end box-shadow-variables\n\n$component-active-color:      $white !default;\n$component-active-bg:         $primary !default;\n\n// scss-docs-start focus-ring-variables\n$focus-ring-width:      .25rem !default;\n$focus-ring-opacity:    .25 !default;\n$focus-ring-color:      rgba($primary, $focus-ring-opacity) !default;\n$focus-ring-blur:       0 !default;\n$focus-ring-box-shadow: 0 0 $focus-ring-blur $focus-ring-width $focus-ring-color !default;\n// scss-docs-end focus-ring-variables\n\n// scss-docs-start caret-variables\n$caret-width:                 .3em !default;\n$caret-vertical-align:        $caret-width * .85 !default;\n$caret-spacing:               $caret-width * .85 !default;\n// scss-docs-end caret-variables\n\n$transition-base:             all .2s ease-in-out !default;\n$transition-fade:             opacity .15s linear !default;\n// scss-docs-start collapse-transition\n$transition-collapse:         height .35s ease !default;\n$transition-collapse-width:   width .35s ease !default;\n// scss-docs-end collapse-transition\n\n// stylelint-disable function-disallowed-list\n// scss-docs-start aspect-ratios\n$aspect-ratios: (\n  \"1x1\": 100%,\n  \"4x3\": calc(3 / 4 * 100%),\n  \"16x9\": calc(9 / 16 * 100%),\n  \"21x9\": calc(9 / 21 * 100%)\n) !default;\n// scss-docs-end aspect-ratios\n// stylelint-enable function-disallowed-list\n\n// Typography\n//\n// Font, line-height, and color for body text, headings, and more.\n\n// scss-docs-start font-variables\n// stylelint-disable value-keyword-case\n$font-family-sans-serif:      system-ui, -apple-system, \"Segoe UI\", Roboto, \"Helvetica Neue\", \"Noto Sans\", \"Liberation Sans\", Arial, sans-serif, \"Apple Color Emoji\", \"Segoe UI Emoji\", \"Segoe UI Symbol\", \"Noto Color Emoji\" !default;\n$font-family-monospace:       SFMono-Regular, Menlo, Monaco, Consolas, \"Liberation Mono\", \"Courier New\", monospace !default;\n// stylelint-enable value-keyword-case\n$font-family-base:            var(--#{$prefix}font-sans-serif) !default;\n$font-family-code:            var(--#{$prefix}font-monospace) !default;\n\n// $font-size-root affects the value of `rem`, which is used for as well font sizes, paddings, and margins\n// $font-size-base affects the font size of the body text\n$font-size-root:              null !default;\n$font-size-base:              1rem !default; // Assumes the browser default, typically `16px`\n$font-size-sm:                $font-size-base * .875 !default;\n$font-size-lg:                $font-size-base * 1.25 !default;\n\n$font-weight-lighter:         lighter !default;\n$font-weight-light:           300 !default;\n$font-weight-normal:          400 !default;\n$font-weight-medium:          500 !default;\n$font-weight-semibold:        600 !default;\n$font-weight-bold:            700 !default;\n$font-weight-bolder:          bolder !default;\n\n$font-weight-base:            $font-weight-normal !default;\n\n$line-height-base:            1.5 !default;\n$line-height-sm:              1.25 !default;\n$line-height-lg:              2 !default;\n\n$h1-font-size:                $font-size-base * 2.5 !default;\n$h2-font-size:                $font-size-base * 2 !default;\n$h3-font-size:                $font-size-base * 1.75 !default;\n$h4-font-size:                $font-size-base * 1.5 !default;\n$h5-font-size:                $font-size-base * 1.25 !default;\n$h6-font-size:                $font-size-base !default;\n// scss-docs-end font-variables\n\n// scss-docs-start font-sizes\n$font-sizes: (\n  1: $h1-font-size,\n  2: $h2-font-size,\n  3: $h3-font-size,\n  4: $h4-font-size,\n  5: $h5-font-size,\n  6: $h6-font-size\n) !default;\n// scss-docs-end font-sizes\n\n// scss-docs-start headings-variables\n$headings-margin-bottom:      $spacer * .5 !default;\n$headings-font-family:        null !default;\n$headings-font-style:         null !default;\n$headings-font-weight:        500 !default;\n$headings-line-height:        1.2 !default;\n$headings-color:              inherit !default;\n// scss-docs-end headings-variables\n\n// scss-docs-start display-headings\n$display-font-sizes: (\n  1: 5rem,\n  2: 4.5rem,\n  3: 4rem,\n  4: 3.5rem,\n  5: 3rem,\n  6: 2.5rem\n) !default;\n\n$display-font-family: null !default;\n$display-font-style:  null !default;\n$display-font-weight: 300 !default;\n$display-line-height: $headings-line-height !default;\n// scss-docs-end display-headings\n\n// scss-docs-start type-variables\n$lead-font-size:              $font-size-base * 1.25 !default;\n$lead-font-weight:            300 !default;\n\n$small-font-size:             .875em !default;\n\n$sub-sup-font-size:           .75em !default;\n\n// fusv-disable\n$text-muted:                  var(--#{$prefix}secondary-color) !default; // Deprecated in 5.3.0\n// fusv-enable\n\n$initialism-font-size:        $small-font-size !default;\n\n$blockquote-margin-y:         $spacer !default;\n$blockquote-font-size:        $font-size-base * 1.25 !default;\n$blockquote-footer-color:     $gray-600 !default;\n$blockquote-footer-font-size: $small-font-size !default;\n\n$hr-margin-y:                 $spacer !default;\n$hr-color:                    inherit !default;\n\n// fusv-disable\n$hr-bg-color:                 null !default; // Deprecated in v5.2.0\n$hr-height:                   null !default; // Deprecated in v5.2.0\n// fusv-enable\n\n$hr-border-color:             null !default; // Allows for inherited colors\n$hr-border-width:             var(--#{$prefix}border-width) !default;\n$hr-opacity:                  .25 !default;\n\n// scss-docs-start vr-variables\n$vr-border-width:             var(--#{$prefix}border-width) !default;\n// scss-docs-end vr-variables\n\n$legend-margin-bottom:        .5rem !default;\n$legend-font-size:            1.5rem !default;\n$legend-font-weight:          null !default;\n\n$dt-font-weight:              $font-weight-bold !default;\n\n$list-inline-padding:         .5rem !default;\n\n$mark-padding:                .1875em !default;\n$mark-color:                  $body-color !default;\n$mark-bg:                     $yellow-100 !default;\n// scss-docs-end type-variables\n\n\n// Tables\n//\n// Customizes the `.table` component with basic values, each used across all table variations.\n\n// scss-docs-start table-variables\n$table-cell-padding-y:        .5rem !default;\n$table-cell-padding-x:        .5rem !default;\n$table-cell-padding-y-sm:     .25rem !default;\n$table-cell-padding-x-sm:     .25rem !default;\n\n$table-cell-vertical-align:   top !default;\n\n$table-color:                 var(--#{$prefix}emphasis-color) !default;\n$table-bg:                    var(--#{$prefix}body-bg) !default;\n$table-accent-bg:             transparent !default;\n\n$table-th-font-weight:        null !default;\n\n$table-striped-color:         $table-color !default;\n$table-striped-bg-factor:     .05 !default;\n$table-striped-bg:            rgba(var(--#{$prefix}emphasis-color-rgb), $table-striped-bg-factor) !default;\n\n$table-active-color:          $table-color !default;\n$table-active-bg-factor:      .1 !default;\n$table-active-bg:             rgba(var(--#{$prefix}emphasis-color-rgb), $table-active-bg-factor) !default;\n\n$table-hover-color:           $table-color !default;\n$table-hover-bg-factor:       .075 !default;\n$table-hover-bg:              rgba(var(--#{$prefix}emphasis-color-rgb), $table-hover-bg-factor) !default;\n\n$table-border-factor:         .2 !default;\n$table-border-width:          var(--#{$prefix}border-width) !default;\n$table-border-color:          var(--#{$prefix}border-color) !default;\n\n$table-striped-order:         odd !default;\n$table-striped-columns-order: even !default;\n\n$table-group-separator-color: currentcolor !default;\n\n$table-caption-color:         var(--#{$prefix}secondary-color) !default;\n\n$table-bg-scale:              -80% !default;\n// scss-docs-end table-variables\n\n// scss-docs-start table-loop\n$table-variants: (\n  \"primary\":    shift-color($primary, $table-bg-scale),\n  \"secondary\":  shift-color($secondary, $table-bg-scale),\n  \"success\":    shift-color($success, $table-bg-scale),\n  \"info\":       shift-color($info, $table-bg-scale),\n  \"warning\":    shift-color($warning, $table-bg-scale),\n  \"danger\":     shift-color($danger, $table-bg-scale),\n  \"light\":      $light,\n  \"dark\":       $dark,\n) !default;\n// scss-docs-end table-loop\n\n\n// Buttons + Forms\n//\n// Shared variables that are reassigned to `$input-` and `$btn-` specific variables.\n\n// scss-docs-start input-btn-variables\n$input-btn-padding-y:         .375rem !default;\n$input-btn-padding-x:         .75rem !default;\n$input-btn-font-family:       null !default;\n$input-btn-font-size:         $font-size-base !default;\n$input-btn-line-height:       $line-height-base !default;\n\n$input-btn-focus-width:         $focus-ring-width !default;\n$input-btn-focus-color-opacity: $focus-ring-opacity !default;\n$input-btn-focus-color:         $focus-ring-color !default;\n$input-btn-focus-blur:          $focus-ring-blur !default;\n$input-btn-focus-box-shadow:    $focus-ring-box-shadow !default;\n\n$input-btn-padding-y-sm:      .25rem !default;\n$input-btn-padding-x-sm:      .5rem !default;\n$input-btn-font-size-sm:      $font-size-sm !default;\n\n$input-btn-padding-y-lg:      .5rem !default;\n$input-btn-padding-x-lg:      1rem !default;\n$input-btn-font-size-lg:      $font-size-lg !default;\n\n$input-btn-border-width:      var(--#{$prefix}border-width) !default;\n// scss-docs-end input-btn-variables\n\n\n// Buttons\n//\n// For each of Bootstrap's buttons, define text, background, and border color.\n\n// scss-docs-start btn-variables\n$btn-color:                   var(--#{$prefix}body-color) !default;\n$btn-padding-y:               $input-btn-padding-y !default;\n$btn-padding-x:               $input-btn-padding-x !default;\n$btn-font-family:             $input-btn-font-family !default;\n$btn-font-size:               $input-btn-font-size !default;\n$btn-line-height:             $input-btn-line-height !default;\n$btn-white-space:             null !default; // Set to `nowrap` to prevent text wrapping\n\n$btn-padding-y-sm:            $input-btn-padding-y-sm !default;\n$btn-padding-x-sm:            $input-btn-padding-x-sm !default;\n$btn-font-size-sm:            $input-btn-font-size-sm !default;\n\n$btn-padding-y-lg:            $input-btn-padding-y-lg !default;\n$btn-padding-x-lg:            $input-btn-padding-x-lg !default;\n$btn-font-size-lg:            $input-btn-font-size-lg !default;\n\n$btn-border-width:            $input-btn-border-width !default;\n\n$btn-font-weight:             $font-weight-normal !default;\n$btn-box-shadow:              inset 0 1px 0 rgba($white, .15), 0 1px 1px rgba($black, .075) !default;\n$btn-focus-width:             $input-btn-focus-width !default;\n$btn-focus-box-shadow:        $input-btn-focus-box-shadow !default;\n$btn-disabled-opacity:        .65 !default;\n$btn-active-box-shadow:       inset 0 3px 5px rgba($black, .125) !default;\n\n$btn-link-color:              var(--#{$prefix}link-color) !default;\n$btn-link-hover-color:        var(--#{$prefix}link-hover-color) !default;\n$btn-link-disabled-color:     $gray-600 !default;\n$btn-link-focus-shadow-rgb:   to-rgb(mix(color-contrast($link-color), $link-color, 15%)) !default;\n\n// Allows for customizing button radius independently from global border radius\n$btn-border-radius:           var(--#{$prefix}border-radius) !default;\n$btn-border-radius-sm:        var(--#{$prefix}border-radius-sm) !default;\n$btn-border-radius-lg:        var(--#{$prefix}border-radius-lg) !default;\n\n$btn-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$btn-hover-bg-shade-amount:       15% !default;\n$btn-hover-bg-tint-amount:        15% !default;\n$btn-hover-border-shade-amount:   20% !default;\n$btn-hover-border-tint-amount:    10% !default;\n$btn-active-bg-shade-amount:      20% !default;\n$btn-active-bg-tint-amount:       20% !default;\n$btn-active-border-shade-amount:  25% !default;\n$btn-active-border-tint-amount:   10% !default;\n// scss-docs-end btn-variables\n\n\n// Forms\n\n// scss-docs-start form-text-variables\n$form-text-margin-top:                  .25rem !default;\n$form-text-font-size:                   $small-font-size !default;\n$form-text-font-style:                  null !default;\n$form-text-font-weight:                 null !default;\n$form-text-color:                       var(--#{$prefix}secondary-color) !default;\n// scss-docs-end form-text-variables\n\n// scss-docs-start form-label-variables\n$form-label-margin-bottom:              .5rem !default;\n$form-label-font-size:                  null !default;\n$form-label-font-style:                 null !default;\n$form-label-font-weight:                null !default;\n$form-label-color:                      null !default;\n// scss-docs-end form-label-variables\n\n// scss-docs-start form-input-variables\n$input-padding-y:                       $input-btn-padding-y !default;\n$input-padding-x:                       $input-btn-padding-x !default;\n$input-font-family:                     $input-btn-font-family !default;\n$input-font-size:                       $input-btn-font-size !default;\n$input-font-weight:                     $font-weight-base !default;\n$input-line-height:                     $input-btn-line-height !default;\n\n$input-padding-y-sm:                    $input-btn-padding-y-sm !default;\n$input-padding-x-sm:                    $input-btn-padding-x-sm !default;\n$input-font-size-sm:                    $input-btn-font-size-sm !default;\n\n$input-padding-y-lg:                    $input-btn-padding-y-lg !default;\n$input-padding-x-lg:                    $input-btn-padding-x-lg !default;\n$input-font-size-lg:                    $input-btn-font-size-lg !default;\n\n$input-bg:                              var(--#{$prefix}body-bg) !default;\n$input-disabled-color:                  null !default;\n$input-disabled-bg:                     var(--#{$prefix}secondary-bg) !default;\n$input-disabled-border-color:           null !default;\n\n$input-color:                           var(--#{$prefix}body-color) !default;\n$input-border-color:                    var(--#{$prefix}border-color) !default;\n$input-border-width:                    $input-btn-border-width !default;\n$input-box-shadow:                      var(--#{$prefix}box-shadow-inset) !default;\n\n$input-border-radius:                   var(--#{$prefix}border-radius) !default;\n$input-border-radius-sm:                var(--#{$prefix}border-radius-sm) !default;\n$input-border-radius-lg:                var(--#{$prefix}border-radius-lg) !default;\n\n$input-focus-bg:                        $input-bg !default;\n$input-focus-border-color:              tint-color($component-active-bg, 50%) !default;\n$input-focus-color:                     $input-color !default;\n$input-focus-width:                     $input-btn-focus-width !default;\n$input-focus-box-shadow:                $input-btn-focus-box-shadow !default;\n\n$input-placeholder-color:               var(--#{$prefix}secondary-color) !default;\n$input-plaintext-color:                 var(--#{$prefix}body-color) !default;\n\n$input-height-border:                   calc(#{$input-border-width} * 2) !default; // stylelint-disable-line function-disallowed-list\n\n$input-height-inner:                    add($input-line-height * 1em, $input-padding-y * 2) !default;\n$input-height-inner-half:               add($input-line-height * .5em, $input-padding-y) !default;\n$input-height-inner-quarter:            add($input-line-height * .25em, $input-padding-y * .5) !default;\n\n$input-height:                          add($input-line-height * 1em, add($input-padding-y * 2, $input-height-border, false)) !default;\n$input-height-sm:                       add($input-line-height * 1em, add($input-padding-y-sm * 2, $input-height-border, false)) !default;\n$input-height-lg:                       add($input-line-height * 1em, add($input-padding-y-lg * 2, $input-height-border, false)) !default;\n\n$input-transition:                      border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$form-color-width:                      3rem !default;\n// scss-docs-end form-input-variables\n\n// scss-docs-start form-check-variables\n$form-check-input-width:                  1em !default;\n$form-check-min-height:                   $font-size-base * $line-height-base !default;\n$form-check-padding-start:                $form-check-input-width + .5em !default;\n$form-check-margin-bottom:                .125rem !default;\n$form-check-label-color:                  null !default;\n$form-check-label-cursor:                 null !default;\n$form-check-transition:                   null !default;\n\n$form-check-input-active-filter:          brightness(90%) !default;\n\n$form-check-input-bg:                     $input-bg !default;\n$form-check-input-border:                 var(--#{$prefix}border-width) solid var(--#{$prefix}border-color) !default;\n$form-check-input-border-radius:          .25em !default;\n$form-check-radio-border-radius:          50% !default;\n$form-check-input-focus-border:           $input-focus-border-color !default;\n$form-check-input-focus-box-shadow:       $focus-ring-box-shadow !default;\n\n$form-check-input-checked-color:          $component-active-color !default;\n$form-check-input-checked-bg-color:       $component-active-bg !default;\n$form-check-input-checked-border-color:   $form-check-input-checked-bg-color !default;\n$form-check-input-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-checked-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='m6 10 3 3 6-6'/></svg>\") !default;\n$form-check-radio-checked-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='2' fill='#{$form-check-input-checked-color}'/></svg>\") !default;\n\n$form-check-input-indeterminate-color:          $component-active-color !default;\n$form-check-input-indeterminate-bg-color:       $component-active-bg !default;\n$form-check-input-indeterminate-border-color:   $form-check-input-indeterminate-bg-color !default;\n$form-check-input-indeterminate-bg-image:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 20 20'><path fill='none' stroke='#{$form-check-input-indeterminate-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='3' d='M6 10h8'/></svg>\") !default;\n\n$form-check-input-disabled-opacity:        .5 !default;\n$form-check-label-disabled-opacity:        $form-check-input-disabled-opacity !default;\n$form-check-btn-check-disabled-opacity:    $btn-disabled-opacity !default;\n\n$form-check-inline-margin-end:    1rem !default;\n// scss-docs-end form-check-variables\n\n// scss-docs-start form-switch-variables\n$form-switch-color:               rgba($black, .25) !default;\n$form-switch-width:               2em !default;\n$form-switch-padding-start:       $form-switch-width + .5em !default;\n$form-switch-bg-image:            url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-color}'/></svg>\") !default;\n$form-switch-border-radius:       $form-switch-width !default;\n$form-switch-transition:          background-position .15s ease-in-out !default;\n\n$form-switch-focus-color:         $input-focus-border-color !default;\n$form-switch-focus-bg-image:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-focus-color}'/></svg>\") !default;\n\n$form-switch-checked-color:       $component-active-color !default;\n$form-switch-checked-bg-image:    url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='-4 -4 8 8'><circle r='3' fill='#{$form-switch-checked-color}'/></svg>\") !default;\n$form-switch-checked-bg-position: right center !default;\n// scss-docs-end form-switch-variables\n\n// scss-docs-start input-group-variables\n$input-group-addon-padding-y:           $input-padding-y !default;\n$input-group-addon-padding-x:           $input-padding-x !default;\n$input-group-addon-font-weight:         $input-font-weight !default;\n$input-group-addon-color:               $input-color !default;\n$input-group-addon-bg:                  var(--#{$prefix}tertiary-bg) !default;\n$input-group-addon-border-color:        $input-border-color !default;\n// scss-docs-end input-group-variables\n\n// scss-docs-start form-select-variables\n$form-select-padding-y:             $input-padding-y !default;\n$form-select-padding-x:             $input-padding-x !default;\n$form-select-font-family:           $input-font-family !default;\n$form-select-font-size:             $input-font-size !default;\n$form-select-indicator-padding:     $form-select-padding-x * 3 !default; // Extra padding for background-image\n$form-select-font-weight:           $input-font-weight !default;\n$form-select-line-height:           $input-line-height !default;\n$form-select-color:                 $input-color !default;\n$form-select-bg:                    $input-bg !default;\n$form-select-disabled-color:        null !default;\n$form-select-disabled-bg:           $input-disabled-bg !default;\n$form-select-disabled-border-color: $input-disabled-border-color !default;\n$form-select-bg-position:           right $form-select-padding-x center !default;\n$form-select-bg-size:               16px 12px !default; // In pixels because image dimensions\n$form-select-indicator-color:       $gray-800 !default;\n$form-select-indicator:             url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16'><path fill='none' stroke='#{$form-select-indicator-color}' stroke-linecap='round' stroke-linejoin='round' stroke-width='2' d='m2 5 6 6 6-6'/></svg>\") !default;\n\n$form-select-feedback-icon-padding-end: $form-select-padding-x * 2.5 + $form-select-indicator-padding !default;\n$form-select-feedback-icon-position:    center right $form-select-indicator-padding !default;\n$form-select-feedback-icon-size:        $input-height-inner-half $input-height-inner-half !default;\n\n$form-select-border-width:        $input-border-width !default;\n$form-select-border-color:        $input-border-color !default;\n$form-select-border-radius:       $input-border-radius !default;\n$form-select-box-shadow:          var(--#{$prefix}box-shadow-inset) !default;\n\n$form-select-focus-border-color:  $input-focus-border-color !default;\n$form-select-focus-width:         $input-focus-width !default;\n$form-select-focus-box-shadow:    0 0 0 $form-select-focus-width $input-btn-focus-color !default;\n\n$form-select-padding-y-sm:        $input-padding-y-sm !default;\n$form-select-padding-x-sm:        $input-padding-x-sm !default;\n$form-select-font-size-sm:        $input-font-size-sm !default;\n$form-select-border-radius-sm:    $input-border-radius-sm !default;\n\n$form-select-padding-y-lg:        $input-padding-y-lg !default;\n$form-select-padding-x-lg:        $input-padding-x-lg !default;\n$form-select-font-size-lg:        $input-font-size-lg !default;\n$form-select-border-radius-lg:    $input-border-radius-lg !default;\n\n$form-select-transition:          $input-transition !default;\n// scss-docs-end form-select-variables\n\n// scss-docs-start form-range-variables\n$form-range-track-width:          100% !default;\n$form-range-track-height:         .5rem !default;\n$form-range-track-cursor:         pointer !default;\n$form-range-track-bg:             var(--#{$prefix}secondary-bg) !default;\n$form-range-track-border-radius:  1rem !default;\n$form-range-track-box-shadow:     var(--#{$prefix}box-shadow-inset) !default;\n\n$form-range-thumb-width:                   1rem !default;\n$form-range-thumb-height:                  $form-range-thumb-width !default;\n$form-range-thumb-bg:                      $component-active-bg !default;\n$form-range-thumb-border:                  0 !default;\n$form-range-thumb-border-radius:           1rem !default;\n$form-range-thumb-box-shadow:              0 .1rem .25rem rgba($black, .1) !default;\n$form-range-thumb-focus-box-shadow:        0 0 0 1px $body-bg, $input-focus-box-shadow !default;\n$form-range-thumb-focus-box-shadow-width:  $input-focus-width !default; // For focus box shadow issue in Edge\n$form-range-thumb-active-bg:               tint-color($component-active-bg, 70%) !default;\n$form-range-thumb-disabled-bg:             var(--#{$prefix}secondary-color) !default;\n$form-range-thumb-transition:              background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n// scss-docs-end form-range-variables\n\n// scss-docs-start form-file-variables\n$form-file-button-color:          $input-color !default;\n$form-file-button-bg:             var(--#{$prefix}tertiary-bg) !default;\n$form-file-button-hover-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end form-file-variables\n\n// scss-docs-start form-floating-variables\n$form-floating-height:                  add(3.5rem, $input-height-border) !default;\n$form-floating-line-height:             1.25 !default;\n$form-floating-padding-x:               $input-padding-x !default;\n$form-floating-padding-y:               1rem !default;\n$form-floating-input-padding-t:         1.625rem !default;\n$form-floating-input-padding-b:         .625rem !default;\n$form-floating-label-height:            1.5em !default;\n$form-floating-label-opacity:           .65 !default;\n$form-floating-label-transform:         scale(.85) translateY(-.5rem) translateX(.15rem) !default;\n$form-floating-label-disabled-color:    $gray-600 !default;\n$form-floating-transition:              opacity .1s ease-in-out, transform .1s ease-in-out !default;\n// scss-docs-end form-floating-variables\n\n// Form validation\n\n// scss-docs-start form-feedback-variables\n$form-feedback-margin-top:          $form-text-margin-top !default;\n$form-feedback-font-size:           $form-text-font-size !default;\n$form-feedback-font-style:          $form-text-font-style !default;\n$form-feedback-valid-color:         $success !default;\n$form-feedback-invalid-color:       $danger !default;\n\n$form-feedback-icon-valid-color:    $form-feedback-valid-color !default;\n$form-feedback-icon-valid:          url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 8 8'><path fill='#{$form-feedback-icon-valid-color}' d='M2.3 6.73.6 4.53c-.4-1.04.46-1.4 1.1-.8l1.1 1.4 3.4-3.8c.6-.63 1.6-.27 1.2.7l-4 4.6c-.43.5-.8.4-1.1.1z'/></svg>\") !default;\n$form-feedback-icon-invalid-color:  $form-feedback-invalid-color !default;\n$form-feedback-icon-invalid:        url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 12 12' width='12' height='12' fill='none' stroke='#{$form-feedback-icon-invalid-color}'><circle cx='6' cy='6' r='4.5'/><path stroke-linejoin='round' d='M5.8 3.6h.4L6 6.5z'/><circle cx='6' cy='8.2' r='.6' fill='#{$form-feedback-icon-invalid-color}' stroke='none'/></svg>\") !default;\n// scss-docs-end form-feedback-variables\n\n// scss-docs-start form-validation-colors\n$form-valid-color:                  $form-feedback-valid-color !default;\n$form-valid-border-color:           $form-feedback-valid-color !default;\n$form-invalid-color:                $form-feedback-invalid-color !default;\n$form-invalid-border-color:         $form-feedback-invalid-color !default;\n// scss-docs-end form-validation-colors\n\n// scss-docs-start form-validation-states\n$form-validation-states: (\n  \"valid\": (\n    \"color\": var(--#{$prefix}form-valid-color),\n    \"icon\": $form-feedback-icon-valid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}success),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}success-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-valid-border-color),\n  ),\n  \"invalid\": (\n    \"color\": var(--#{$prefix}form-invalid-color),\n    \"icon\": $form-feedback-icon-invalid,\n    \"tooltip-color\": #fff,\n    \"tooltip-bg-color\": var(--#{$prefix}danger),\n    \"focus-box-shadow\": 0 0 $input-btn-focus-blur $input-focus-width rgba(var(--#{$prefix}danger-rgb), $input-btn-focus-color-opacity),\n    \"border-color\": var(--#{$prefix}form-invalid-border-color),\n  )\n) !default;\n// scss-docs-end form-validation-states\n\n// Z-index master list\n//\n// Warning: Avoid customizing these values. They're used for a bird's eye view\n// of components dependent on the z-axis and are designed to all work together.\n\n// scss-docs-start zindex-stack\n$zindex-dropdown:                   1000 !default;\n$zindex-sticky:                     1020 !default;\n$zindex-fixed:                      1030 !default;\n$zindex-offcanvas-backdrop:         1040 !default;\n$zindex-offcanvas:                  1045 !default;\n$zindex-modal-backdrop:             1050 !default;\n$zindex-modal:                      1055 !default;\n$zindex-popover:                    1070 !default;\n$zindex-tooltip:                    1080 !default;\n$zindex-toast:                      1090 !default;\n// scss-docs-end zindex-stack\n\n// scss-docs-start zindex-levels-map\n$zindex-levels: (\n  n1: -1,\n  0: 0,\n  1: 1,\n  2: 2,\n  3: 3\n) !default;\n// scss-docs-end zindex-levels-map\n\n\n// Navs\n\n// scss-docs-start nav-variables\n$nav-link-padding-y:                .5rem !default;\n$nav-link-padding-x:                1rem !default;\n$nav-link-font-size:                null !default;\n$nav-link-font-weight:              null !default;\n$nav-link-color:                    var(--#{$prefix}link-color) !default;\n$nav-link-hover-color:              var(--#{$prefix}link-hover-color) !default;\n$nav-link-transition:               color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out !default;\n$nav-link-disabled-color:           var(--#{$prefix}secondary-color) !default;\n$nav-link-focus-box-shadow:         $focus-ring-box-shadow !default;\n\n$nav-tabs-border-color:             var(--#{$prefix}border-color) !default;\n$nav-tabs-border-width:             var(--#{$prefix}border-width) !default;\n$nav-tabs-border-radius:            var(--#{$prefix}border-radius) !default;\n$nav-tabs-link-hover-border-color:  var(--#{$prefix}secondary-bg) var(--#{$prefix}secondary-bg) $nav-tabs-border-color !default;\n$nav-tabs-link-active-color:        var(--#{$prefix}emphasis-color) !default;\n$nav-tabs-link-active-bg:           var(--#{$prefix}body-bg) !default;\n$nav-tabs-link-active-border-color: var(--#{$prefix}border-color) var(--#{$prefix}border-color) $nav-tabs-link-active-bg !default;\n\n$nav-pills-border-radius:           var(--#{$prefix}border-radius) !default;\n$nav-pills-link-active-color:       $component-active-color !default;\n$nav-pills-link-active-bg:          $component-active-bg !default;\n\n$nav-underline-gap:                 1rem !default;\n$nav-underline-border-width:        .125rem !default;\n$nav-underline-link-active-color:   var(--#{$prefix}emphasis-color) !default;\n// scss-docs-end nav-variables\n\n\n// Navbar\n\n// scss-docs-start navbar-variables\n$navbar-padding-y:                  $spacer * .5 !default;\n$navbar-padding-x:                  null !default;\n\n$navbar-nav-link-padding-x:         .5rem !default;\n\n$navbar-brand-font-size:            $font-size-lg !default;\n// Compute the navbar-brand padding-y so the navbar-brand will have the same height as navbar-text and nav-link\n$nav-link-height:                   $font-size-base * $line-height-base + $nav-link-padding-y * 2 !default;\n$navbar-brand-height:               $navbar-brand-font-size * $line-height-base !default;\n$navbar-brand-padding-y:            ($nav-link-height - $navbar-brand-height) * .5 !default;\n$navbar-brand-margin-end:           1rem !default;\n\n$navbar-toggler-padding-y:          .25rem !default;\n$navbar-toggler-padding-x:          .75rem !default;\n$navbar-toggler-font-size:          $font-size-lg !default;\n$navbar-toggler-border-radius:      $btn-border-radius !default;\n$navbar-toggler-focus-width:        $btn-focus-width !default;\n$navbar-toggler-transition:         box-shadow .15s ease-in-out !default;\n\n$navbar-light-color:                rgba(var(--#{$prefix}emphasis-color-rgb), .65) !default;\n$navbar-light-hover-color:          rgba(var(--#{$prefix}emphasis-color-rgb), .8) !default;\n$navbar-light-active-color:         rgba(var(--#{$prefix}emphasis-color-rgb), 1) !default;\n$navbar-light-disabled-color:       rgba(var(--#{$prefix}emphasis-color-rgb), .3) !default;\n$navbar-light-icon-color:           rgba($body-color, .75) !default;\n$navbar-light-toggler-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-light-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-light-toggler-border-color: rgba(var(--#{$prefix}emphasis-color-rgb), .15) !default;\n$navbar-light-brand-color:          $navbar-light-active-color !default;\n$navbar-light-brand-hover-color:    $navbar-light-active-color !default;\n// scss-docs-end navbar-variables\n\n// scss-docs-start navbar-dark-variables\n$navbar-dark-color:                 rgba($white, .55) !default;\n$navbar-dark-hover-color:           rgba($white, .75) !default;\n$navbar-dark-active-color:          $white !default;\n$navbar-dark-disabled-color:        rgba($white, .25) !default;\n$navbar-dark-icon-color:            $navbar-dark-color !default;\n$navbar-dark-toggler-icon-bg:       url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'><path stroke='#{$navbar-dark-icon-color}' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/></svg>\") !default;\n$navbar-dark-toggler-border-color:  rgba($white, .1) !default;\n$navbar-dark-brand-color:           $navbar-dark-active-color !default;\n$navbar-dark-brand-hover-color:     $navbar-dark-active-color !default;\n// scss-docs-end navbar-dark-variables\n\n\n// Dropdowns\n//\n// Dropdown menu container and contents.\n\n// scss-docs-start dropdown-variables\n$dropdown-min-width:                10rem !default;\n$dropdown-padding-x:                0 !default;\n$dropdown-padding-y:                .5rem !default;\n$dropdown-spacer:                   .125rem !default;\n$dropdown-font-size:                $font-size-base !default;\n$dropdown-color:                    var(--#{$prefix}body-color) !default;\n$dropdown-bg:                       var(--#{$prefix}body-bg) !default;\n$dropdown-border-color:             var(--#{$prefix}border-color-translucent) !default;\n$dropdown-border-radius:            var(--#{$prefix}border-radius) !default;\n$dropdown-border-width:             var(--#{$prefix}border-width) !default;\n$dropdown-inner-border-radius:      calc(#{$dropdown-border-radius} - #{$dropdown-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$dropdown-divider-bg:               $dropdown-border-color !default;\n$dropdown-divider-margin-y:         $spacer * .5 !default;\n$dropdown-box-shadow:               var(--#{$prefix}box-shadow) !default;\n\n$dropdown-link-color:               var(--#{$prefix}body-color) !default;\n$dropdown-link-hover-color:         $dropdown-link-color !default;\n$dropdown-link-hover-bg:            var(--#{$prefix}tertiary-bg) !default;\n\n$dropdown-link-active-color:        $component-active-color !default;\n$dropdown-link-active-bg:           $component-active-bg !default;\n\n$dropdown-link-disabled-color:      var(--#{$prefix}tertiary-color) !default;\n\n$dropdown-item-padding-y:           $spacer * .25 !default;\n$dropdown-item-padding-x:           $spacer !default;\n\n$dropdown-header-color:             $gray-600 !default;\n$dropdown-header-padding-x:         $dropdown-item-padding-x !default;\n$dropdown-header-padding-y:         $dropdown-padding-y !default;\n// fusv-disable\n$dropdown-header-padding:           $dropdown-header-padding-y $dropdown-header-padding-x !default; // Deprecated in v5.2.0\n// fusv-enable\n// scss-docs-end dropdown-variables\n\n// scss-docs-start dropdown-dark-variables\n$dropdown-dark-color:               $gray-300 !default;\n$dropdown-dark-bg:                  $gray-800 !default;\n$dropdown-dark-border-color:        $dropdown-border-color !default;\n$dropdown-dark-divider-bg:          $dropdown-divider-bg !default;\n$dropdown-dark-box-shadow:          null !default;\n$dropdown-dark-link-color:          $dropdown-dark-color !default;\n$dropdown-dark-link-hover-color:    $white !default;\n$dropdown-dark-link-hover-bg:       rgba($white, .15) !default;\n$dropdown-dark-link-active-color:   $dropdown-link-active-color !default;\n$dropdown-dark-link-active-bg:      $dropdown-link-active-bg !default;\n$dropdown-dark-link-disabled-color: $gray-500 !default;\n$dropdown-dark-header-color:        $gray-500 !default;\n// scss-docs-end dropdown-dark-variables\n\n\n// Pagination\n\n// scss-docs-start pagination-variables\n$pagination-padding-y:              .375rem !default;\n$pagination-padding-x:              .75rem !default;\n$pagination-padding-y-sm:           .25rem !default;\n$pagination-padding-x-sm:           .5rem !default;\n$pagination-padding-y-lg:           .75rem !default;\n$pagination-padding-x-lg:           1.5rem !default;\n\n$pagination-font-size:              $font-size-base !default;\n\n$pagination-color:                  var(--#{$prefix}link-color) !default;\n$pagination-bg:                     var(--#{$prefix}body-bg) !default;\n$pagination-border-radius:          var(--#{$prefix}border-radius) !default;\n$pagination-border-width:           var(--#{$prefix}border-width) !default;\n$pagination-margin-start:           calc(#{$pagination-border-width} * -1) !default; // stylelint-disable-line function-disallowed-list\n$pagination-border-color:           var(--#{$prefix}border-color) !default;\n\n$pagination-focus-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-focus-bg:               var(--#{$prefix}secondary-bg) !default;\n$pagination-focus-box-shadow:       $focus-ring-box-shadow !default;\n$pagination-focus-outline:          0 !default;\n\n$pagination-hover-color:            var(--#{$prefix}link-hover-color) !default;\n$pagination-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$pagination-hover-border-color:     var(--#{$prefix}border-color) !default; // Todo in v6: remove this?\n\n$pagination-active-color:           $component-active-color !default;\n$pagination-active-bg:              $component-active-bg !default;\n$pagination-active-border-color:    $component-active-bg !default;\n\n$pagination-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$pagination-disabled-bg:            var(--#{$prefix}secondary-bg) !default;\n$pagination-disabled-border-color:  var(--#{$prefix}border-color) !default;\n\n$pagination-transition:              color .15s ease-in-out, background-color .15s ease-in-out, border-color .15s ease-in-out, box-shadow .15s ease-in-out !default;\n\n$pagination-border-radius-sm:       var(--#{$prefix}border-radius-sm) !default;\n$pagination-border-radius-lg:       var(--#{$prefix}border-radius-lg) !default;\n// scss-docs-end pagination-variables\n\n\n// Placeholders\n\n// scss-docs-start placeholders\n$placeholder-opacity-max:           .5 !default;\n$placeholder-opacity-min:           .2 !default;\n// scss-docs-end placeholders\n\n// Cards\n\n// scss-docs-start card-variables\n$card-spacer-y:                     $spacer !default;\n$card-spacer-x:                     $spacer !default;\n$card-title-spacer-y:               $spacer * .5 !default;\n$card-title-color:                  null !default;\n$card-subtitle-color:               null !default;\n$card-border-width:                 var(--#{$prefix}border-width) !default;\n$card-border-color:                 var(--#{$prefix}border-color-translucent) !default;\n$card-border-radius:                var(--#{$prefix}border-radius) !default;\n$card-box-shadow:                   null !default;\n$card-inner-border-radius:          subtract($card-border-radius, $card-border-width) !default;\n$card-cap-padding-y:                $card-spacer-y * .5 !default;\n$card-cap-padding-x:                $card-spacer-x !default;\n$card-cap-bg:                       rgba(var(--#{$prefix}body-color-rgb), .03) !default;\n$card-cap-color:                    null !default;\n$card-height:                       null !default;\n$card-color:                        null !default;\n$card-bg:                           var(--#{$prefix}body-bg) !default;\n$card-img-overlay-padding:          $spacer !default;\n$card-group-margin:                 $grid-gutter-width * .5 !default;\n// scss-docs-end card-variables\n\n// Accordion\n\n// scss-docs-start accordion-variables\n$accordion-padding-y:                     1rem !default;\n$accordion-padding-x:                     1.25rem !default;\n$accordion-color:                         var(--#{$prefix}body-color) !default;\n$accordion-bg:                            var(--#{$prefix}body-bg) !default;\n$accordion-border-width:                  var(--#{$prefix}border-width) !default;\n$accordion-border-color:                  var(--#{$prefix}border-color) !default;\n$accordion-border-radius:                 var(--#{$prefix}border-radius) !default;\n$accordion-inner-border-radius:           subtract($accordion-border-radius, $accordion-border-width) !default;\n\n$accordion-body-padding-y:                $accordion-padding-y !default;\n$accordion-body-padding-x:                $accordion-padding-x !default;\n\n$accordion-button-padding-y:              $accordion-padding-y !default;\n$accordion-button-padding-x:              $accordion-padding-x !default;\n$accordion-button-color:                  var(--#{$prefix}body-color) !default;\n$accordion-button-bg:                     var(--#{$prefix}accordion-bg) !default;\n$accordion-transition:                    $btn-transition, border-radius .15s ease !default;\n$accordion-button-active-bg:              var(--#{$prefix}primary-bg-subtle) !default;\n$accordion-button-active-color:           var(--#{$prefix}primary-text-emphasis) !default;\n\n$accordion-button-focus-border-color:     $input-focus-border-color !default;\n$accordion-button-focus-box-shadow:       $btn-focus-box-shadow !default;\n\n$accordion-icon-width:                    1.25rem !default;\n$accordion-icon-color:                    $body-color !default;\n$accordion-icon-active-color:             $primary-text-emphasis !default;\n$accordion-icon-transition:               transform .2s ease-in-out !default;\n$accordion-icon-transform:                rotate(-180deg) !default;\n\n$accordion-button-icon:         url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n$accordion-button-active-icon:  url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$accordion-icon-active-color}'><path fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n// scss-docs-end accordion-variables\n\n// Tooltips\n\n// scss-docs-start tooltip-variables\n$tooltip-font-size:                 $font-size-sm !default;\n$tooltip-max-width:                 200px !default;\n$tooltip-color:                     var(--#{$prefix}body-bg) !default;\n$tooltip-bg:                        var(--#{$prefix}emphasis-color) !default;\n$tooltip-border-radius:             var(--#{$prefix}border-radius) !default;\n$tooltip-opacity:                   .9 !default;\n$tooltip-padding-y:                 $spacer * .25 !default;\n$tooltip-padding-x:                 $spacer * .5 !default;\n$tooltip-margin:                    null !default; // TODO: remove this in v6\n\n$tooltip-arrow-width:               .8rem !default;\n$tooltip-arrow-height:              .4rem !default;\n// fusv-disable\n$tooltip-arrow-color:               null !default; // Deprecated in Bootstrap 5.2.0 for CSS variables\n// fusv-enable\n// scss-docs-end tooltip-variables\n\n// Form tooltips must come after regular tooltips\n// scss-docs-start tooltip-feedback-variables\n$form-feedback-tooltip-padding-y:     $tooltip-padding-y !default;\n$form-feedback-tooltip-padding-x:     $tooltip-padding-x !default;\n$form-feedback-tooltip-font-size:     $tooltip-font-size !default;\n$form-feedback-tooltip-line-height:   null !default;\n$form-feedback-tooltip-opacity:       $tooltip-opacity !default;\n$form-feedback-tooltip-border-radius: $tooltip-border-radius !default;\n// scss-docs-end tooltip-feedback-variables\n\n\n// Popovers\n\n// scss-docs-start popover-variables\n$popover-font-size:                 $font-size-sm !default;\n$popover-bg:                        var(--#{$prefix}body-bg) !default;\n$popover-max-width:                 276px !default;\n$popover-border-width:              var(--#{$prefix}border-width) !default;\n$popover-border-color:              var(--#{$prefix}border-color-translucent) !default;\n$popover-border-radius:             var(--#{$prefix}border-radius-lg) !default;\n$popover-inner-border-radius:       calc(#{$popover-border-radius} - #{$popover-border-width}) !default; // stylelint-disable-line function-disallowed-list\n$popover-box-shadow:                var(--#{$prefix}box-shadow) !default;\n\n$popover-header-font-size:          $font-size-base !default;\n$popover-header-bg:                 var(--#{$prefix}secondary-bg) !default;\n$popover-header-color:              $headings-color !default;\n$popover-header-padding-y:          .5rem !default;\n$popover-header-padding-x:          $spacer !default;\n\n$popover-body-color:                var(--#{$prefix}body-color) !default;\n$popover-body-padding-y:            $spacer !default;\n$popover-body-padding-x:            $spacer !default;\n\n$popover-arrow-width:               1rem !default;\n$popover-arrow-height:              .5rem !default;\n// scss-docs-end popover-variables\n\n// fusv-disable\n// Deprecated in Bootstrap 5.2.0 for CSS variables\n$popover-arrow-color:               $popover-bg !default;\n$popover-arrow-outer-color:         var(--#{$prefix}border-color-translucent) !default;\n// fusv-enable\n\n\n// Toasts\n\n// scss-docs-start toast-variables\n$toast-max-width:                   350px !default;\n$toast-padding-x:                   .75rem !default;\n$toast-padding-y:                   .5rem !default;\n$toast-font-size:                   .875rem !default;\n$toast-color:                       null !default;\n$toast-background-color:            rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-border-width:                var(--#{$prefix}border-width) !default;\n$toast-border-color:                var(--#{$prefix}border-color-translucent) !default;\n$toast-border-radius:               var(--#{$prefix}border-radius) !default;\n$toast-box-shadow:                  var(--#{$prefix}box-shadow) !default;\n$toast-spacing:                     $container-padding-x !default;\n\n$toast-header-color:                var(--#{$prefix}secondary-color) !default;\n$toast-header-background-color:     rgba(var(--#{$prefix}body-bg-rgb), .85) !default;\n$toast-header-border-color:         $toast-border-color !default;\n// scss-docs-end toast-variables\n\n\n// Badges\n\n// scss-docs-start badge-variables\n$badge-font-size:                   .75em !default;\n$badge-font-weight:                 $font-weight-bold !default;\n$badge-color:                       $white !default;\n$badge-padding-y:                   .35em !default;\n$badge-padding-x:                   .65em !default;\n$badge-border-radius:               var(--#{$prefix}border-radius) !default;\n// scss-docs-end badge-variables\n\n\n// Modals\n\n// scss-docs-start modal-variables\n$modal-inner-padding:               $spacer !default;\n\n$modal-footer-margin-between:       .5rem !default;\n\n$modal-dialog-margin:               .5rem !default;\n$modal-dialog-margin-y-sm-up:       1.75rem !default;\n\n$modal-title-line-height:           $line-height-base !default;\n\n$modal-content-color:               null !default;\n$modal-content-bg:                  var(--#{$prefix}body-bg) !default;\n$modal-content-border-color:        var(--#{$prefix}border-color-translucent) !default;\n$modal-content-border-width:        var(--#{$prefix}border-width) !default;\n$modal-content-border-radius:       var(--#{$prefix}border-radius-lg) !default;\n$modal-content-inner-border-radius: subtract($modal-content-border-radius, $modal-content-border-width) !default;\n$modal-content-box-shadow-xs:       var(--#{$prefix}box-shadow-sm) !default;\n$modal-content-box-shadow-sm-up:    var(--#{$prefix}box-shadow) !default;\n\n$modal-backdrop-bg:                 $black !default;\n$modal-backdrop-opacity:            .5 !default;\n\n$modal-header-border-color:         var(--#{$prefix}border-color) !default;\n$modal-header-border-width:         $modal-content-border-width !default;\n$modal-header-padding-y:            $modal-inner-padding !default;\n$modal-header-padding-x:            $modal-inner-padding !default;\n$modal-header-padding:              $modal-header-padding-y $modal-header-padding-x !default; // Keep this for backwards compatibility\n\n$modal-footer-bg:                   null !default;\n$modal-footer-border-color:         $modal-header-border-color !default;\n$modal-footer-border-width:         $modal-header-border-width !default;\n\n$modal-sm:                          300px !default;\n$modal-md:                          500px !default;\n$modal-lg:                          800px !default;\n$modal-xl:                          1140px !default;\n\n$modal-fade-transform:              translate(0, -50px) !default;\n$modal-show-transform:              none !default;\n$modal-transition:                  transform .3s ease-out !default;\n$modal-scale-transform:             scale(1.02) !default;\n// scss-docs-end modal-variables\n\n\n// Alerts\n//\n// Define alert colors, border radius, and padding.\n\n// scss-docs-start alert-variables\n$alert-padding-y:               $spacer !default;\n$alert-padding-x:               $spacer !default;\n$alert-margin-bottom:           1rem !default;\n$alert-border-radius:           var(--#{$prefix}border-radius) !default;\n$alert-link-font-weight:        $font-weight-bold !default;\n$alert-border-width:            var(--#{$prefix}border-width) !default;\n$alert-dismissible-padding-r:   $alert-padding-x * 3 !default; // 3x covers width of x plus default padding on either side\n// scss-docs-end alert-variables\n\n// fusv-disable\n$alert-bg-scale:                -80% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-border-scale:            -70% !default; // Deprecated in v5.2.0, to be removed in v6\n$alert-color-scale:             40% !default; // Deprecated in v5.2.0, to be removed in v6\n// fusv-enable\n\n// Progress bars\n\n// scss-docs-start progress-variables\n$progress-height:                   1rem !default;\n$progress-font-size:                $font-size-base * .75 !default;\n$progress-bg:                       var(--#{$prefix}secondary-bg) !default;\n$progress-border-radius:            var(--#{$prefix}border-radius) !default;\n$progress-box-shadow:               var(--#{$prefix}box-shadow-inset) !default;\n$progress-bar-color:                $white !default;\n$progress-bar-bg:                   $primary !default;\n$progress-bar-animation-timing:     1s linear infinite !default;\n$progress-bar-transition:           width .6s ease !default;\n// scss-docs-end progress-variables\n\n\n// List group\n\n// scss-docs-start list-group-variables\n$list-group-color:                  var(--#{$prefix}body-color) !default;\n$list-group-bg:                     var(--#{$prefix}body-bg) !default;\n$list-group-border-color:           var(--#{$prefix}border-color) !default;\n$list-group-border-width:           var(--#{$prefix}border-width) !default;\n$list-group-border-radius:          var(--#{$prefix}border-radius) !default;\n\n$list-group-item-padding-y:         $spacer * .5 !default;\n$list-group-item-padding-x:         $spacer !default;\n// fusv-disable\n$list-group-item-bg-scale:          -80% !default; // Deprecated in v5.3.0\n$list-group-item-color-scale:       40% !default; // Deprecated in v5.3.0\n// fusv-enable\n\n$list-group-hover-bg:               var(--#{$prefix}tertiary-bg) !default;\n$list-group-active-color:           $component-active-color !default;\n$list-group-active-bg:              $component-active-bg !default;\n$list-group-active-border-color:    $list-group-active-bg !default;\n\n$list-group-disabled-color:         var(--#{$prefix}secondary-color) !default;\n$list-group-disabled-bg:            $list-group-bg !default;\n\n$list-group-action-color:           var(--#{$prefix}secondary-color) !default;\n$list-group-action-hover-color:     var(--#{$prefix}emphasis-color) !default;\n\n$list-group-action-active-color:    var(--#{$prefix}body-color) !default;\n$list-group-action-active-bg:       var(--#{$prefix}secondary-bg) !default;\n// scss-docs-end list-group-variables\n\n\n// Image thumbnails\n\n// scss-docs-start thumbnail-variables\n$thumbnail-padding:                 .25rem !default;\n$thumbnail-bg:                      var(--#{$prefix}body-bg) !default;\n$thumbnail-border-width:            var(--#{$prefix}border-width) !default;\n$thumbnail-border-color:            var(--#{$prefix}border-color) !default;\n$thumbnail-border-radius:           var(--#{$prefix}border-radius) !default;\n$thumbnail-box-shadow:              var(--#{$prefix}box-shadow-sm) !default;\n// scss-docs-end thumbnail-variables\n\n\n// Figures\n\n// scss-docs-start figure-variables\n$figure-caption-font-size:          $small-font-size !default;\n$figure-caption-color:              var(--#{$prefix}secondary-color) !default;\n// scss-docs-end figure-variables\n\n\n// Breadcrumbs\n\n// scss-docs-start breadcrumb-variables\n$breadcrumb-font-size:              null !default;\n$breadcrumb-padding-y:              0 !default;\n$breadcrumb-padding-x:              0 !default;\n$breadcrumb-item-padding-x:         .5rem !default;\n$breadcrumb-margin-bottom:          1rem !default;\n$breadcrumb-bg:                     null !default;\n$breadcrumb-divider-color:          var(--#{$prefix}secondary-color) !default;\n$breadcrumb-active-color:           var(--#{$prefix}secondary-color) !default;\n$breadcrumb-divider:                quote(\"/\") !default;\n$breadcrumb-divider-flipped:        $breadcrumb-divider !default;\n$breadcrumb-border-radius:          null !default;\n// scss-docs-end breadcrumb-variables\n\n// Carousel\n\n// scss-docs-start carousel-variables\n$carousel-control-color:             $white !default;\n$carousel-control-width:             15% !default;\n$carousel-control-opacity:           .5 !default;\n$carousel-control-hover-opacity:     .9 !default;\n$carousel-control-transition:        opacity .15s ease !default;\n\n$carousel-indicator-width:           30px !default;\n$carousel-indicator-height:          3px !default;\n$carousel-indicator-hit-area-height: 10px !default;\n$carousel-indicator-spacer:          3px !default;\n$carousel-indicator-opacity:         .5 !default;\n$carousel-indicator-active-bg:       $white !default;\n$carousel-indicator-active-opacity:  1 !default;\n$carousel-indicator-transition:      opacity .6s ease !default;\n\n$carousel-caption-width:             70% !default;\n$carousel-caption-color:             $white !default;\n$carousel-caption-padding-y:         1.25rem !default;\n$carousel-caption-spacer:            1.25rem !default;\n\n$carousel-control-icon-width:        2rem !default;\n\n$carousel-control-prev-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M11.354 1.646a.5.5 0 0 1 0 .708L5.707 8l5.647 5.646a.5.5 0 0 1-.708.708l-6-6a.5.5 0 0 1 0-.708l6-6a.5.5 0 0 1 .708 0z'/></svg>\") !default;\n$carousel-control-next-icon-bg:      url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$carousel-control-color}'><path d='M4.646 1.646a.5.5 0 0 1 .708 0l6 6a.5.5 0 0 1 0 .708l-6 6a.5.5 0 0 1-.708-.708L10.293 8 4.646 2.354a.5.5 0 0 1 0-.708z'/></svg>\") !default;\n\n$carousel-transition-duration:       .6s !default;\n$carousel-transition:                transform $carousel-transition-duration ease-in-out !default; // Define transform transition first if using multiple transitions (e.g., `transform 2s ease, opacity .5s ease-out`)\n// scss-docs-end carousel-variables\n\n// scss-docs-start carousel-dark-variables\n$carousel-dark-indicator-active-bg:  $black !default;\n$carousel-dark-caption-color:        $black !default;\n$carousel-dark-control-icon-filter:  invert(1) grayscale(100) !default;\n// scss-docs-end carousel-dark-variables\n\n\n// Spinners\n\n// scss-docs-start spinner-variables\n$spinner-width:           2rem !default;\n$spinner-height:          $spinner-width !default;\n$spinner-vertical-align:  -.125em !default;\n$spinner-border-width:    .25em !default;\n$spinner-animation-speed: .75s !default;\n\n$spinner-width-sm:        1rem !default;\n$spinner-height-sm:       $spinner-width-sm !default;\n$spinner-border-width-sm: .2em !default;\n// scss-docs-end spinner-variables\n\n\n// Close\n\n// scss-docs-start close-variables\n$btn-close-width:            1em !default;\n$btn-close-height:           $btn-close-width !default;\n$btn-close-padding-x:        .25em !default;\n$btn-close-padding-y:        $btn-close-padding-x !default;\n$btn-close-color:            $black !default;\n$btn-close-bg:               url(\"data:image/svg+xml,<svg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='#{$btn-close-color}'><path d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/></svg>\") !default;\n$btn-close-focus-shadow:     $focus-ring-box-shadow !default;\n$btn-close-opacity:          .5 !default;\n$btn-close-hover-opacity:    .75 !default;\n$btn-close-focus-opacity:    1 !default;\n$btn-close-disabled-opacity: .25 !default;\n$btn-close-white-filter:     invert(1) grayscale(100%) brightness(200%) !default;\n// scss-docs-end close-variables\n\n\n// Offcanvas\n\n// scss-docs-start offcanvas-variables\n$offcanvas-padding-y:               $modal-inner-padding !default;\n$offcanvas-padding-x:               $modal-inner-padding !default;\n$offcanvas-horizontal-width:        400px !default;\n$offcanvas-vertical-height:         30vh !default;\n$offcanvas-transition-duration:     .3s !default;\n$offcanvas-border-color:            $modal-content-border-color !default;\n$offcanvas-border-width:            $modal-content-border-width !default;\n$offcanvas-title-line-height:       $modal-title-line-height !default;\n$offcanvas-bg-color:                var(--#{$prefix}body-bg) !default;\n$offcanvas-color:                   var(--#{$prefix}body-color) !default;\n$offcanvas-box-shadow:              $modal-content-box-shadow-xs !default;\n$offcanvas-backdrop-bg:             $modal-backdrop-bg !default;\n$offcanvas-backdrop-opacity:        $modal-backdrop-opacity !default;\n// scss-docs-end offcanvas-variables\n\n// Code\n\n$code-font-size:                    $small-font-size !default;\n$code-color:                        $pink !default;\n\n$kbd-padding-y:                     .1875rem !default;\n$kbd-padding-x:                     .375rem !default;\n$kbd-font-size:                     $code-font-size !default;\n$kbd-color:                         var(--#{$prefix}body-bg) !default;\n$kbd-bg:                            var(--#{$prefix}body-color) !default;\n$nested-kbd-font-weight:            null !default; // Deprecated in v5.2.0, removing in v6\n\n$pre-color:                         null !default;\n","/***\n * Rules for the UX/UI of skip navigation link btn. \n *It's only visible to people\n * navigating with keyboard for accessibility purposes\n * ref: https://www.youtube.com/watch?v=VUR0I5mqq7I\n ***/\n\n.skip-link {\n  position: fixed;\n  top: 0;\n  left: 0;\n  right: 0;\n  text-align: center;\n  background-color: var(--pst-color-warning);\n  // Ensure we are using a WCAG conformant colour\n  color: var(--pst-color-warning-text) !important;\n  padding: 0.5rem;\n  z-index: $zindex-modal;\n  border-bottom: 1px solid var(--pst-color-border);\n\n  // This shows / hides the button\n  transform: translateY(-100%);\n  transition: transform 150ms ease-in-out;\n  &:focus {\n    transform: translateY(0%);\n    // ensure this is visible\n    outline: 3px solid $foundation-black;\n  }\n}\n",".bd-container {\n  flex-grow: 1;\n  display: flex;\n  justify-content: center;\n\n  .bd-container__inner {\n    display: flex;\n  }\n}\n\n.bd-page-width {\n  width: 100%;\n  @include media-breakpoint-up(lg) {\n    max-width: $breakpoint-page-width;\n  }\n}\n","// Breakpoint viewport sizes and media queries.\n//\n// Breakpoints are defined as a map of (name: minimum width), order from small to large:\n//\n//    (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px)\n//\n// The map defined in the `$grid-breakpoints` global variable is used as the `$breakpoints` argument by default.\n\n// Name of the next breakpoint, or null for the last breakpoint.\n//\n//    >> breakpoint-next(sm)\n//    md\n//    >> breakpoint-next(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    md\n//    >> breakpoint-next(sm, $breakpoint-names: (xs sm md lg xl xxl))\n//    md\n@function breakpoint-next($name, $breakpoints: $grid-breakpoints, $breakpoint-names: map-keys($breakpoints)) {\n  $n: index($breakpoint-names, $name);\n  @if not $n {\n    @error \"breakpoint `#{$name}` not found in `#{$breakpoints}`\";\n  }\n  @return if($n < length($breakpoint-names), nth($breakpoint-names, $n + 1), null);\n}\n\n// Minimum breakpoint width. Null for the smallest (first) breakpoint.\n//\n//    >> breakpoint-min(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    576px\n@function breakpoint-min($name, $breakpoints: $grid-breakpoints) {\n  $min: map-get($breakpoints, $name);\n  @return if($min != 0, $min, null);\n}\n\n// Maximum breakpoint width.\n// The maximum value is reduced by 0.02px to work around the limitations of\n// `min-` and `max-` prefixes and viewports with fractional widths.\n// See https://www.w3.org/TR/mediaqueries-4/#mq-min-max\n// Uses 0.02px rather than 0.01px to work around a current rounding bug in Safari.\n// See https://bugs.webkit.org/show_bug.cgi?id=178261\n//\n//    >> breakpoint-max(md, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    767.98px\n@function breakpoint-max($name, $breakpoints: $grid-breakpoints) {\n  $max: map-get($breakpoints, $name);\n  @return if($max and $max > 0, $max - .02, null);\n}\n\n// Returns a blank string if smallest breakpoint, otherwise returns the name with a dash in front.\n// Useful for making responsive utilities.\n//\n//    >> breakpoint-infix(xs, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"\"  (Returns a blank string)\n//    >> breakpoint-infix(sm, (xs: 0, sm: 576px, md: 768px, lg: 992px, xl: 1200px, xxl: 1400px))\n//    \"-sm\"\n@function breakpoint-infix($name, $breakpoints: $grid-breakpoints) {\n  @return if(breakpoint-min($name, $breakpoints) == null, \"\", \"-#{$name}\");\n}\n\n// Media of at least the minimum breakpoint width. No query for the smallest breakpoint.\n// Makes the @content apply to the given breakpoint and wider.\n@mixin media-breakpoint-up($name, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($name, $breakpoints);\n  @if $min {\n    @media (min-width: $min) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media of at most the maximum breakpoint width. No query for the largest breakpoint.\n// Makes the @content apply to the given breakpoint and narrower.\n@mixin media-breakpoint-down($name, $breakpoints: $grid-breakpoints) {\n  $max: breakpoint-max($name, $breakpoints);\n  @if $max {\n    @media (max-width: $max) {\n      @content;\n    }\n  } @else {\n    @content;\n  }\n}\n\n// Media that spans multiple breakpoint widths.\n// Makes the @content apply between the min and max breakpoints\n@mixin media-breakpoint-between($lower, $upper, $breakpoints: $grid-breakpoints) {\n  $min: breakpoint-min($lower, $breakpoints);\n  $max: breakpoint-max($upper, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($lower, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($upper, $breakpoints) {\n      @content;\n    }\n  }\n}\n\n// Media between the breakpoint's minimum and maximum widths.\n// No minimum for the smallest breakpoint, and no maximum for the largest one.\n// Makes the @content apply only to the given breakpoint, not viewports any wider or narrower.\n@mixin media-breakpoint-only($name, $breakpoints: $grid-breakpoints) {\n  $min:  breakpoint-min($name, $breakpoints);\n  $next: breakpoint-next($name, $breakpoints);\n  $max:  breakpoint-max($next, $breakpoints);\n\n  @if $min != null and $max != null {\n    @media (min-width: $min) and (max-width: $max) {\n      @content;\n    }\n  } @else if $max == null {\n    @include media-breakpoint-up($name, $breakpoints) {\n      @content;\n    }\n  } @else if $min == null {\n    @include media-breakpoint-down($next, $breakpoints) {\n      @content;\n    }\n  }\n}\n",".bd-header-version-warning,\n.bd-header-announcement {\n  min-height: 3rem;\n  width: 100%;\n  display: flex;\n  position: relative;\n  align-items: center;\n  justify-content: center;\n  text-align: center;\n  padding: 0.5rem 12.5%; // Horizontal padding so the width is 75%\n  // One breakpoint less than $breakpoint-sidebar-primary. See variables/_layout.scss for more info.\n  @include media-breakpoint-down(lg) {\n    // Announcements can take a bit more width on mobile\n    padding: 0.5rem 2%;\n  }\n\n  p {\n    font-weight: bold;\n    margin: 0;\n  }\n\n  &:after {\n    position: absolute;\n    width: 100%;\n    height: 100%;\n    left: 0;\n    top: 0;\n    content: \"\";\n    z-index: -1; // So it doesn't hover over the content\n  }\n\n  &:empty {\n    display: none;\n  }\n\n  // Ensure there is enough contrast against the background\n  a {\n    color: var(--pst-color-inline-code-links);\n  }\n}\n\n// Bg color is now defined in the theme color palette - using our secondary color\n.bd-header-announcement {\n  &:after {\n    background-color: var(--pst-color-secondary-bg);\n  }\n}\n\n.bd-header-version-warning {\n  &:after {\n    background-color: var(--pst-color-danger-bg);\n  }\n}\n","/**\n * Main content area\n */\n.bd-main {\n  flex-grow: 1;\n  flex-direction: column;\n  display: flex;\n  min-width: 0;\n\n  .bd-content {\n    display: flex;\n    justify-content: center;\n    height: 100%;\n    .bd-article-container {\n      justify-content: start;\n      display: flex;\n      flex-direction: column;\n      // Max-width is slightly more than the W3 since our docs often have images.\n      // We shoot for about 100 characters per line instead of 80.\n      // ref: https://www.w3.org/WAI/tutorials/page-structure/styling/#line-length\n      width: 100%;\n      max-width: 60em;\n      overflow-x: auto; // Prevent wide content from pushing off the secondary sidebar\n      padding: 1rem;\n      .bd-article {\n        // Give a bit more verticle spacing on wide screens\n        @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n          padding-top: 1.5rem;\n          padding-left: 2rem;\n        }\n      }\n    }\n  }\n}\n",".bd-footer {\n  width: 100%;\n  border-top: 1px solid var(--pst-color-border);\n\n  .bd-footer__inner {\n    display: flex;\n    flex-grow: 1;\n    padding: 1rem;\n    margin: auto;\n  }\n\n  .footer-items__start,\n  .footer-items__center,\n  .footer-items__end {\n    display: flex;\n    flex-direction: column;\n    gap: 0.5rem;\n    justify-content: center;\n    flex-grow: 1;\n  }\n\n  .footer-items__center {\n    text-align: center;\n  }\n\n  .footer-items__end {\n    text-align: end;\n  }\n\n  // So that paragraphs don't take up extra room\n  .footer-item p {\n    margin-bottom: 0;\n  }\n}\n",".bd-footer-article {\n  margin-top: auto;\n\n  .footer-article-items {\n    display: flex;\n    flex-direction: column;\n  }\n}\n",".bd-footer-content {\n  .footer-content-items {\n    display: flex;\n    flex-direction: column;\n    margin-top: auto;\n  }\n}\n","/**\n * Header at the top of the page\n * It includes the announcement bar and the navigation bar.\n */\n\n// Styling for the Icon links can be found in components/_icon-links.scss\n\n// If we want the shadow to only point downward in the future, set\n// box-shadow to: 0 0.125rem 0.25rem -0.125rem rgba(0, 0, 0, 0.11);\n.bd-header {\n  position: sticky;\n  top: 0;\n  z-index: $zindex-fixed;\n\n  // Overrides bootstrap\n  background: var(--pst-color-on-background) !important;\n  box-shadow: 0 0.125rem 0.25rem 0 var(--pst-color-shadow);\n\n  width: 100%;\n  padding: 0;\n  max-width: 100vw;\n  justify-content: center;\n  .bd-header__inner {\n    display: flex;\n    align-items: center;\n    height: fit-content;\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n\n  // These items will define the height of the header\n  .navbar-item {\n    height: var(--pst-header-height);\n    max-height: var(--pst-header-height);\n    display: flex;\n    align-items: center;\n  }\n\n  // Hide the header items on mobile\n  .navbar-header-items {\n    display: none;\n    flex-shrink: 1;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: flex;\n      flex-grow: 1;\n      padding: 0 0 0 0.5rem;\n    }\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center,\n  .navbar-header-items__start {\n    display: flex;\n    align-items: center;\n    flex-flow: wrap;\n    // In case we wrap our items to multiple rows on small screens\n    row-gap: 0;\n  }\n\n  .navbar-header-items__end,\n  .navbar-header-items__center {\n    column-gap: 1rem;\n  }\n\n  // A little smaller because this is displayed by default on mobile\n  .navbar-header-items__start {\n    flex-shrink: 0;\n    margin-right: auto;\n    gap: 0.5rem;\n  }\n\n  .navbar-header-items__end {\n    // End navbar items should snap to the right\n    justify-content: end;\n  }\n\n  // Contains the navigation links within the navbar\n  .navbar-nav {\n    display: flex;\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      // Center align on wide screens so the dropdown button is centered properly\n      align-items: center;\n    }\n\n    li a.nav-link {\n      @include link-style-text;\n    }\n\n    // Current page is always underlined in the navbar\n    > .current > .nav-link {\n      @include link-navbar-current;\n    }\n\n    // Dropdowns for the extra links\n    .dropdown {\n      button {\n        display: unset;\n        color: var(--pst-color-text-muted);\n        border: none;\n        @include link-style-hover;\n        @include focus-indicator;\n      }\n\n      .dropdown-menu {\n        z-index: $zindex-popover;\n        border: 1px solid var(--pst-color-border);\n        box-shadow: 0 0 0.3rem 0.1rem var(--pst-color-shadow);\n        background-color: var(--pst-color-on-background);\n        padding: 0.5rem 0;\n        margin: 0.5rem 0;\n        min-width: 20rem;\n\n        .dropdown-item {\n          // Give the items in the dropdown some breathing room but let the hit\n          // and hover area of the items extend to the edges of the menu\n          padding: 0.25rem 1.5rem;\n\n          // Override Bootstrap\n          &:focus:not(:hover):not(:active) {\n            background-color: inherit;\n          }\n        }\n\n        // Hide the menu unless show has been clicked\n        &:not(.show) {\n          display: none;\n        }\n      }\n    }\n  }\n}\n\n// inline the element in the navbar as long as they fit and use display block when collapsing\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  .navbar-center-items .navbar-item {\n    display: inline-block;\n  }\n}\n\n.nav-link {\n  @include link-style-hover;\n\n  // Override Bootstrap\n  transition: none;\n\n  &.nav-external:after {\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-external-link);\n    font-size: 0.75em;\n    margin-left: 0.3em;\n  }\n}\n\n.bd-navbar-elements li.nav-item i {\n  font-size: 0.7rem;\n  padding-left: 2px;\n  vertical-align: middle;\n}\n\n/**\n * Showing and hiding the sidebar toggle buttons and header items\n */\n\n// Hide the header items on mobile\n.bd-header {\n  // Toggle labels\n  label {\n    &.sidebar-toggle {\n      display: flex;\n      cursor: pointer;\n      font-size: var(--pst-font-size-icon);\n      align-items: center;\n      color: var(--pst-color-muted);\n      margin-bottom: 0;\n      padding-bottom: 0.25rem;\n    }\n\n    &.primary-toggle {\n      margin-right: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-primary) {\n        display: none;\n      }\n    }\n\n    &.secondary-toggle {\n      margin-left: 1rem;\n      @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n        display: none;\n      }\n    }\n    @include icon-navbar-hover;\n    @include focus-indicator;\n  }\n\n  // Hide the navbar header items on mobile because they're in the sidebar\n  .navbar-header-items {\n    display: none;\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: inherit;\n    }\n  }\n}\n\n// THe elements next to the hamburger menu only show on narrow screens\n.navbar-persistent--mobile {\n  margin-left: auto;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: none;\n  }\n}\n\n// The navbar-persistent content should only show on wide screens\n.navbar-persistent--container {\n  display: none;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: flex;\n  }\n}\n",".header-article__inner {\n  display: flex;\n  padding: 0 0.5rem;\n\n  // The items define the height so that it disappears if there are no items\n  .header-article-item {\n    min-height: var(--pst-header-article-height);\n    height: var(--pst-header-article-height);\n  }\n\n  .header-article-items__start,\n  .header-article-items__end {\n    display: flex;\n    align-items: start;\n    gap: 0.5rem;\n  }\n\n  .header-article-items__end {\n    margin-left: auto;\n  }\n}\n","/**\n * The primary sidebar on the left.\n * e.g., between-pages navigation.\n */\n\n.bd-sidebar-primary {\n  display: flex;\n  flex-direction: column;\n  gap: 1rem;\n  max-height: calc(100vh - var(--pst-header-height));\n  position: sticky;\n  top: var(--pst-header-height);\n  @include make-col(3);\n\n  // Borders padding and whitespace\n  padding: 2rem 1rem 1rem 1rem;\n  border-right: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // override bootstrap when navlink are displayed in the sidebar\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n  }\n\n  &.no-sidebar {\n    border-right: 0;\n  }\n\n  &.hide-on-wide {\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  // Headers shouldn't be colored in the sidebars and some extensions add headers\n  h1,\n  h2,\n  h3,\n  h4 {\n    color: var(--pst-color-text-base);\n  }\n\n  .sidebar-primary-items__start,\n  .sidebar-primary-items__end {\n    .sidebar-primary-item {\n      padding: 0.5rem 0;\n    }\n  }\n\n  // Hide the sidebar header items on widescreen since they are visible in the header\n  .sidebar-header-items {\n    display: flex;\n    flex-direction: column;\n\n    .sidebar-header-items__title {\n      font-weight: var(--pst-sidebar-header-font-weight);\n      font-size: var(--pst-sidebar-header-font-size);\n      color: var(--pst-color-text-base);\n      margin-bottom: 0.5rem;\n    }\n\n    // The dropdown toggle for extra links just shows them all instead.\n    .nav-item.dropdown {\n      // On mobile, the dropdown behaves like any other link, no hiding\n      button {\n        display: none;\n      }\n\n      .dropdown-menu {\n        display: flex;\n        flex-direction: column;\n        padding: 0;\n        margin: 0;\n        border: none;\n        background-color: inherit;\n        font-size: inherit;\n      }\n    }\n\n    // Center header items get displayed vertically, end items are displayed horizontally\n    .sidebar-header-items__center {\n      display: flex;\n      flex-direction: column;\n    }\n\n    // Positioning end items\n    .sidebar-header-items__end {\n      display: flex;\n      align-items: center;\n      gap: 0.5rem;\n    }\n\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      display: none;\n    }\n  }\n\n  .sidebar-primary-items__start {\n    // Add a border on mobile to separate it from the header sidebar area\n    border-top: 1px solid var(--pst-color-border);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      border-top: none;\n    }\n  }\n\n  .sidebar-primary-items__end {\n    margin-top: auto;\n    margin-bottom: 1em;\n  }\n  .list-caption {\n    list-style: none;\n    padding-left: 0px;\n  }\n  li {\n    position: relative;\n    // If it has children, add a bit more padding to wrap the content to avoid\n    // overlapping with the <label>\n    &.has-children {\n      > .reference {\n        padding-right: 30px;\n      }\n    }\n  }\n  // Navigation item chevrons\n  label.toctree-toggle {\n    position: absolute;\n    top: 0;\n    right: 0;\n    height: 30px;\n    width: 30px;\n\n    cursor: pointer;\n\n    display: flex;\n    justify-content: center;\n    align-items: center;\n\n    &:hover {\n      background: var(--pst-color-surface);\n    }\n\n    i {\n      display: inline-block;\n      font-size: 0.75rem;\n      text-align: center;\n      &:hover {\n        color: var(--pst-color-primary);\n      }\n    }\n  }\n  .label-parts {\n    width: 100%;\n    height: 100%;\n    &:hover {\n      background: none;\n    }\n    i {\n      width: 30px;\n      position: absolute;\n      top: 0.3em; // aligning chevron with text\n      right: 0em; // aligning chevron to the right\n    }\n  }\n}\n\n/* Between-page links and captions */\nnav.bd-links {\n  margin-right: -1rem;\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    display: block;\n  }\n\n  ul {\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  li > a {\n    display: block;\n    padding: 0.25rem 0.65rem;\n    @include link-sidebar;\n    box-shadow: none;\n\n    &.reference.external {\n      &:after {\n        font: var(--fa-font-solid);\n        content: var(--pst-icon-external-link);\n        font-size: 0.75em;\n        margin-left: 0.3em;\n      }\n    }\n  }\n\n  .current {\n    > a {\n      @include link-sidebar-current;\n      background-color: transparent;\n    }\n  }\n\n  // Title\n  p.bd-links__title {\n    font-size: var(--pst-sidebar-header-font-size);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n\n  // Toctree captions\n  p.caption {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    position: relative;\n    margin-top: 1.25rem;\n    margin-bottom: 0.5rem;\n    color: var(--pst-color-text-base);\n    &:first-child {\n      margin-top: 0;\n    }\n\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-primary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n}\n","// Grid system\n//\n// Generate semantic grid columns with these mixins.\n\n@mixin make-row($gutter: $grid-gutter-width) {\n  --#{$prefix}gutter-x: #{$gutter};\n  --#{$prefix}gutter-y: 0;\n  display: flex;\n  flex-wrap: wrap;\n  // TODO: Revisit calc order after https://github.com/react-bootstrap/react-bootstrap/issues/6039 is fixed\n  margin-top: calc(-1 * var(--#{$prefix}gutter-y)); // stylelint-disable-line function-disallowed-list\n  margin-right: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n  margin-left: calc(-.5 * var(--#{$prefix}gutter-x)); // stylelint-disable-line function-disallowed-list\n}\n\n@mixin make-col-ready() {\n  // Add box sizing if only the grid is loaded\n  box-sizing: if(variable-exists(include-column-box-sizing) and $include-column-box-sizing, border-box, null);\n  // Prevent columns from becoming too narrow when at smaller grid tiers by\n  // always setting `width: 100%;`. This works because we set the width\n  // later on to override this initial width.\n  flex-shrink: 0;\n  width: 100%;\n  max-width: 100%; // Prevent `.col-auto`, `.col` (& responsive variants) from breaking out the grid\n  padding-right: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  padding-left: calc(var(--#{$prefix}gutter-x) * .5); // stylelint-disable-line function-disallowed-list\n  margin-top: var(--#{$prefix}gutter-y);\n}\n\n@mixin make-col($size: false, $columns: $grid-columns) {\n  @if $size {\n    flex: 0 0 auto;\n    width: percentage(divide($size, $columns));\n\n  } @else {\n    flex: 1 1 0;\n    max-width: 100%;\n  }\n}\n\n@mixin make-col-auto() {\n  flex: 0 0 auto;\n  width: auto;\n}\n\n@mixin make-col-offset($size, $columns: $grid-columns) {\n  $num: divide($size, $columns);\n  margin-left: if($num == 0, 0, percentage($num));\n}\n\n// Row columns\n//\n// Specify on a parent element(e.g., .row) to force immediate children into NN\n// number of columns. Supports wrapping to new lines, but does not do a Masonry\n// style grid.\n@mixin row-cols($count) {\n  > * {\n    flex: 0 0 auto;\n    width: percentage(divide(1, $count));\n  }\n}\n\n// Framework grid generation\n//\n// Used only by Bootstrap to generate the correct number of grid classes given\n// any value of `$grid-columns`.\n\n@mixin make-grid-columns($columns: $grid-columns, $gutter: $grid-gutter-width, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      // Provide basic `.col-{bp}` classes for equal-width flexbox columns\n      .col#{$infix} {\n        flex: 1 0 0%; // Flexbugs #4: https://github.com/philipwalton/flexbugs#flexbug-4\n      }\n\n      .row-cols#{$infix}-auto > * {\n        @include make-col-auto();\n      }\n\n      @if $grid-row-columns > 0 {\n        @for $i from 1 through $grid-row-columns {\n          .row-cols#{$infix}-#{$i} {\n            @include row-cols($i);\n          }\n        }\n      }\n\n      .col#{$infix}-auto {\n        @include make-col-auto();\n      }\n\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .col#{$infix}-#{$i} {\n            @include make-col($i, $columns);\n          }\n        }\n\n        // `$columns - 1` because offsetting by the width of an entire row isn't possible\n        @for $i from 0 through ($columns - 1) {\n          @if not ($infix == \"\" and $i == 0) { // Avoid emitting useless .offset-0\n            .offset#{$infix}-#{$i} {\n              @include make-col-offset($i, $columns);\n            }\n          }\n        }\n      }\n\n      // Gutters\n      //\n      // Make use of `.g-*`, `.gx-*` or `.gy-*` utilities to change spacing between the columns.\n      @each $key, $value in $gutters {\n        .g#{$infix}-#{$key},\n        .gx#{$infix}-#{$key} {\n          --#{$prefix}gutter-x: #{$value};\n        }\n\n        .g#{$infix}-#{$key},\n        .gy#{$infix}-#{$key} {\n          --#{$prefix}gutter-y: #{$value};\n        }\n      }\n    }\n  }\n}\n\n@mixin make-cssgrid($columns: $grid-columns, $breakpoints: $grid-breakpoints) {\n  @each $breakpoint in map-keys($breakpoints) {\n    $infix: breakpoint-infix($breakpoint, $breakpoints);\n\n    @include media-breakpoint-up($breakpoint, $breakpoints) {\n      @if $columns > 0 {\n        @for $i from 1 through $columns {\n          .g-col#{$infix}-#{$i} {\n            grid-column: auto / span $i;\n          }\n        }\n\n        // Start with `1` because `0` is and invalid value.\n        // Ends with `$columns - 1` because offsetting by the width of an entire row isn't possible.\n        @for $i from 1 through ($columns - 1) {\n          .g-start#{$infix}-#{$i} {\n            grid-column-start: $i;\n          }\n        }\n      }\n    }\n  }\n}\n","/**\n * Secondary sidebar on the right.\n * e.g., in-page table of contents.\n */\n.bd-sidebar-secondary {\n  display: flex;\n  order: 2;\n  flex-shrink: 0;\n  flex-direction: column;\n  position: sticky;\n  top: var(--pst-header-height);\n  max-height: calc(100vh - var(--pst-header-height));\n  padding: 2rem 1rem 1rem 1rem;\n  width: var(--pst-sidebar-secondary);\n  font-size: var(--pst-sidebar-font-size-mobile);\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    font-size: var(--pst-sidebar-font-size);\n  }\n\n  // Color and border\n  background-color: var(--pst-color-background);\n  overflow-y: auto;\n}\n\n.sidebar-secondary-item {\n  padding: 0.5rem 0.5rem;\n  @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n    border-left: 1px solid var(--pst-color-border);\n    padding-left: 1rem;\n  }\n\n  i {\n    padding-right: 0.5rem;\n  }\n}\n","/*******************************************************************************\n* Rules for the UX/UI of sidebar sliding drawers on mobile\n* Note that this sheet controls styles across many parts of the theme\n* It is aggregated into this one sheet instead of being split across\n* components in order to keep it easier to debug in one place.\n* It is broken up into major sections below.\n*/\n\n/*******************************************************************************\n* Buttons and overlays\n*/\ninput.sidebar-toggle {\n  display: none;\n}\n\n// Background overlays\nlabel.overlay {\n  background-color: black;\n  opacity: 0.5;\n  height: 0;\n  width: 0;\n  position: fixed;\n  top: 0;\n  left: 0;\n  transition: opacity $animation-time ease-out;\n  z-index: $zindex-modal-backdrop;\n}\n\ninput {\n  // Show the correct overlay when its input is checked\n  &#__primary:checked + label.overlay.overlay-primary,\n  &#__secondary:checked + label.overlay.overlay-secondary {\n    height: 100vh;\n    width: 100vw;\n  }\n\n  // Primary sidebar slides in from the left\n  &#__primary:checked ~ .bd-container .bd-sidebar-primary {\n    visibility: visible;\n    margin-left: 0;\n  }\n\n  // Secondary sidebar slides in from the right\n  &#__secondary:checked ~ .bd-container .bd-sidebar-secondary {\n    visibility: visible;\n    margin-right: 0;\n  }\n}\n\n/*******************************************************************************\n* Sidebar drawer behavior\n*/\n\n/**\n * Behavior for sliding drawer elements that will be toggled with an input\n *\n * NOTE: We use this mixin to define the toggle behavior on narrow screens,\n * And the wide-screen behavior of the sections is defined in their own section\n * .scss files.\n */\n@mixin sliding-drawer($side: \"left\") {\n  position: fixed;\n  top: 0;\n  z-index: $zindex-modal;\n  height: 100vh;\n  max-height: 100vh;\n  width: 75%;\n  flex-grow: 0.75;\n  max-width: 350px;\n  transition: visibility $animation-time ease-out,\n    margin $animation-time ease-out;\n  visibility: hidden;\n\n  @if $side == \"right\" {\n    margin-right: -75%;\n    right: 0;\n  } @else {\n    margin-left: -75%;\n    left: 0;\n  }\n}\n\n// Primary sidebar hides/shows at earlier widths\n@include media-breakpoint-up($breakpoint-sidebar-primary) {\n  label.sidebar-toggle.primary-toggle {\n    display: none;\n  }\n\n  input#__primary {\n    &:checked + label.overlay.overlay-primary {\n      height: 0;\n      width: 0;\n    }\n  }\n\n  .bd-sidebar-primary {\n    margin-left: 0;\n    visibility: visible;\n  }\n}\n\n.bd-sidebar-primary {\n  @include media-breakpoint-down($breakpoint-sidebar-primary) {\n    @include sliding-drawer(\"left\");\n  }\n}\n\n.bd-sidebar-secondary {\n  @include media-breakpoint-down($breakpoint-sidebar-secondary) {\n    @include sliding-drawer(\"right\");\n  }\n}\n","/**\n * Breadcrumbs for parent pages meant for the article header\n */\nul.bd-breadcrumbs {\n  list-style: none;\n  padding-left: 0;\n  display: flex;\n  flex-wrap: wrap;\n\n  // Font size slightly smaller to avoid cluttering up space too much\n  font-size: 0.8rem;\n\n  li.breadcrumb-item {\n    display: flex;\n    align-items: center;\n\n    // Style should look like heavier in-page links\n    // keeping visited in the default link colour\n    font-weight: bold;\n    a {\n      @include link-style-text;\n    }\n\n    // Items that aren't the home have a caret to the left\n    &:not(.breadcrumb-home):before {\n      font: var(--fa-font-solid);\n      font-size: 0.8rem;\n      content: var(--pst-breadcrumb-divider);\n      color: var(--pst-color-text-muted);\n      padding: 0 0.5rem;\n    }\n  }\n}\n","/**\n * Icon links in the navbar\n */\n\n.navbar-icon-links {\n  display: flex;\n  flex-direction: row;\n  column-gap: 1rem;\n  flex-wrap: wrap;\n\n  // Remove the padding so that we can define it with flexbox gap above\n  li.nav-item a.nav-link {\n    padding-left: 0;\n    padding-right: 0;\n    @include icon-navbar-hover;\n  }\n\n  // Spacing and centering\n  a span {\n    display: flex;\n    align-items: center;\n  }\n\n  // Icons styling\n  i {\n    &.fa-brands,\n    &.fa-regular,\n    &.fa-solid {\n      vertical-align: middle;\n      font-style: normal;\n      font-size: var(--pst-font-size-icon);\n    }\n\n    /* Social media buttons hard-code the brand color */\n    &.fa-square-twitter:before {\n      color: #55acee;\n    }\n\n    &.fa-square-gitlab:before {\n      color: #548;\n    }\n\n    &.fa-bitbucket:before {\n      color: #0052cc;\n    }\n  }\n\n  // Force images to be icon-sized\n  img.icon-link-image {\n    height: 1.5em;\n    border-radius: 0.2rem;\n  }\n}\n","/**\n * Logo in the navbar\n */\n\n.navbar-brand {\n  position: relative;\n  height: var(--pst-header-height);\n  max-height: var(--pst-header-height);\n  padding: 0.5rem 0;\n  width: auto;\n  margin: 0;\n  display: flex;\n  // Ensure that the logo stays the same length while other content shrinks\n  flex-shrink: 0;\n  align-items: center;\n  gap: 0.5rem;\n\n  // If there's no logo image, we use a p element w/ the site title\n  p {\n    margin-bottom: 0;\n  }\n\n  // If there's a logo, it'll be in an img block\n  img {\n    max-width: 100%;\n    height: 100%;\n    width: auto;\n  }\n\n  // remove underline from brand title on default state\n  a {\n    text-decoration: none;\n  }\n  &:hover {\n    @include link-style-hover;\n  }\n  &:visited {\n    &:hover {\n      @include link-style-hover;\n    }\n  }\n}\n","/**\n * Navigation text links in the navbar\n */\n.navbar-nav {\n  ul {\n    display: block;\n    list-style: none;\n\n    // Reduce padding of nested `ul` items a bit\n    ul {\n      padding: 0 0 0 1rem;\n    }\n  }\n\n  // Navbar links - do not have an underline by default\n  li {\n    display: flex;\n    flex-direction: column;\n\n    a {\n      display: flex;\n      align-items: center;\n      height: 100%;\n      padding-top: 0.25rem;\n      padding-bottom: 0.25rem;\n      @include link-style-text;\n    }\n  }\n\n  /**\n   * Togglable expand/collapse\n   * This is only applicable to the primary sidebar which has these checkboxes\n   */\n  .toctree-checkbox {\n    position: absolute;\n    display: none;\n  }\n\n  .toctree-checkbox {\n    ~ ul {\n      display: none;\n    }\n    ~ label .fa-chevron-down {\n      transform: rotate(0deg);\n    }\n  }\n  .toctree-checkbox:checked {\n    ~ ul {\n      display: block;\n    }\n    ~ label .fa-chevron-down {\n      transform: rotate(180deg);\n    }\n  }\n}\n","/**\n * The list of in-page TOC links\n */\n.page-toc {\n  .section-nav {\n    padding-left: 0;\n    border-bottom: none;\n\n    ul {\n      padding-left: 1rem;\n    }\n  }\n\n  // override bootstrap settings\n  .nav-link {\n    font-size: var(--pst-sidebar-font-size-mobile);\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      font-size: var(--pst-sidebar-font-size);\n    }\n  }\n\n  .onthispage {\n    color: var(--pst-color-text-base);\n    font-weight: var(--pst-sidebar-header-font-weight);\n    margin-bottom: 0.5rem;\n  }\n}\n","/**\n* Previous / Next navigation buttons\n**/\n.prev-next-area {\n  width: 100%;\n\n  p {\n    margin: 0 0.3em;\n    line-height: 1.3em;\n  }\n\n  i {\n    font-size: 1.2em;\n  }\n\n  a {\n    // So that buttons align with icons\n    display: flex;\n    align-items: center;\n    border: none;\n    padding: 10px;\n    max-width: 45%;\n    overflow-x: hidden;\n    color: var(--pst-color-text-muted);\n    text-decoration: none;\n\n    p.prev-next-title {\n      @include link-style-default;\n      font-weight: var(--pst-admonition-font-weight-heading);\n      font-size: 1.1em;\n    }\n\n    &:hover p.prev-next-title {\n      @include link-style-hover;\n    }\n    // Exception here - keep visited in the default link colour\n    // it still should hover on the default link hover colour\n    &:visited p.prev-next-title {\n      color: var(--pst-color-link);\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n\n    .prev-next-info {\n      flex-direction: column;\n      margin: 0 0.5em;\n\n      .prev-next-subtitle {\n        text-transform: capitalize;\n      }\n    }\n\n    &.left-prev {\n      float: left;\n    }\n\n    &.right-next {\n      float: right;\n\n      div.prev-next-info {\n        text-align: right;\n      }\n    }\n  }\n}\n","/**\n * Search field\n **/\n.bd-search {\n  position: relative;\n  padding-left: 0.5rem;\n  gap: 0.5rem;\n  background-color: var(--pst-color-background);\n  border-radius: $admonition-border-radius;\n  border: 1px solid var(--pst-color-border);\n  color: var(--pst-color-text-base);\n\n  // Background should always be same color regardless of active or not\n  &:active {\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n\n  .icon {\n    position: absolute;\n    color: var(--pst-color-border);\n    left: 25px;\n  }\n\n  .fa-solid.fa-magnifying-glass {\n    position: absolute;\n    left: calc((2.5rem - 0.7em) / 2);\n    color: var(--pst-color-text-muted);\n  }\n\n  input {\n    // Inner-text of the search bar\n    &::placeholder {\n      color: var(--pst-color-text-muted);\n    }\n\n    // Remove the little \"x\" that pops up when you start typing\n    &::-webkit-search-cancel-button,\n    &::-webkit-search-decoration {\n      -webkit-appearance: none;\n      appearance: none;\n    }\n  }\n\n  // Shows off the keyboard shortcuts for the button\n  .search-button__kbd-shortcut {\n    display: flex;\n    position: absolute;\n    right: 0.5rem;\n    color: var(--pst-color-border);\n  }\n}\n\n.form-control {\n  background-color: var(--pst-color-background);\n  color: var(--pst-color-text-base);\n\n  &:focus,\n  &:focus-visible {\n    border: none;\n    box-shadow: none;\n    outline: 3px solid var(--pst-color-accent);\n    background-color: var(--pst-color-background);\n    color: var(--pst-color-text-muted);\n  }\n}\n\n/**\n * Search button - located in the navbar\n */\n\n// Search link icon should be a bit bigger since it is separate from icon links\n.search-button {\n  display: flex;\n  align-items: center;\n  align-content: center;\n  color: var(--pst-color-text-muted);\n  border-radius: 0;\n  @include icon-navbar-hover;\n  @include focus-indicator;\n\n  i {\n    font-size: 1.3rem;\n  }\n}\n\n// __search-container will only show up when we use the search pop-up bar\n.search-button__search-container,\n.search-button__overlay {\n  display: none;\n}\n.search-button__wrapper.show {\n  .search-button__search-container {\n    display: flex;\n    // Center in middle of screen just underneath header\n    position: fixed;\n    z-index: $zindex-modal;\n    top: 30%;\n    left: 50%;\n    transform: translate(-50%, -50%);\n    right: 1rem;\n    margin-top: 0.5rem;\n    width: 90%;\n    max-width: 800px;\n  }\n\n  .search-button__overlay {\n    display: flex;\n    position: fixed;\n    z-index: $zindex-modal-backdrop;\n    background-color: black;\n    opacity: 0.5;\n    width: 100%;\n    height: 100%;\n    top: 0px;\n    left: 0px;\n  }\n\n  form.bd-search {\n    flex-grow: 1;\n    padding-top: 0;\n    padding-bottom: 0;\n  }\n\n  // Font and input text a bit bigger\n  svg,\n  input {\n    font-size: var(--pst-font-size-icon);\n  }\n}\n\n/**\n * The search button component that looks like a field.\n * Lives at components/search-button-field.html\n */\n.search-button-field {\n  display: inline-flex;\n  align-items: center;\n  border: var(--pst-color-border) solid 1px;\n  border-radius: 1.5em;\n  color: var(--pst-color-text-muted);\n  padding: 0.5em;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    border: 2px solid var(--pst-color-link-hover);\n  }\n  &:focus-visible {\n    border: 2px solid var(--pst-color-accent);\n  }\n\n  // The keyboard shotcut text\n  .search-button__default-text {\n    font-size: var(--bs-nav-link-font-size);\n    font-weight: var(--bs-nav-link-font-weight);\n    margin-right: 0.5em;\n    margin-left: 0.5em;\n  }\n\n  .kbd-shortcut__modifier {\n    font-size: 0.75em;\n  }\n\n  // Ensures that all the text lines up in the middle\n  > * {\n    align-items: center;\n  }\n\n  // Only the icon should be visible on narrow screens\n  > :not(svg) {\n    display: none;\n\n    @include media-breakpoint-up(lg) {\n      display: flex;\n    }\n  }\n}\n","/**\n * The 'Hide Search Matches' button.\n * This only shows up when a person lands on a page after clicking a search result.\n * Clicking it removes the highlighting of the search term from the page.\n * We want it to behave like a button.\n */\ndiv#searchbox {\n  // Leave `#searchbox` rules empty so that it doesn't show at all when it is empty\n  p.highlight-link {\n    margin: 1rem 0;\n    width: fit-content;\n\n    // A bit more margin on wide screens to mimic article behavior\n    @include media-breakpoint-up($breakpoint-sidebar-secondary) {\n      margin-left: 2rem;\n    }\n\n    // Put outer shadow on this one so that we can darken the link w/ an inner shadow\n    @include box-shadow();\n\n    // Style the button to look like a Sphinx Design button\n    a {\n      border-radius: 0.25rem;\n      font-size: 1.25rem;\n      padding: 0.75rem;\n      background-color: var(--pst-color-primary);\n      color: var(--pst-color-primary-text);\n      text-decoration: none;\n\n      // The box shadow is inset so that it darkens the button on hover\n      transition: box-shadow 0.25s ease-out;\n      &:hover {\n        box-shadow: inset 0px 0px 50px 50px rgba(0, 0, 0, 0.25);\n      }\n\n      &:before {\n        content: var(--pst-icon-search-minus);\n        color: unset;\n        font: var(--fa-font-solid);\n        margin-right: 0.5rem;\n      }\n    }\n  }\n}\n","/*********************************************\n* SASS Mixins\n*********************************************/\n\n/**\n * A consistent box shadow style we apply across elements.\n */\n@mixin box-shadow() {\n  box-shadow: 0 0.2rem 0.5rem var(--pst-color-shadow),\n    0 0 0.0625rem var(--pst-color-shadow) !important;\n}\n\n/**\n   * Set background of some cell outputs to white-ish to make sure colors work\n   * This is because many libraries make output that only looks good on white\n   */\n@mixin cell-output-background {\n  color: var(--pst-color-on-background);\n  background-color: var(--pst-color-text-base);\n  border-radius: 0.25rem;\n  padding: 0.5rem;\n}\n","/**\n * Light/dark theme switcher\n */\n\n.theme-switch-button {\n  // overide bootstrap settings\n  margin: 0 -0.5rem;\n  padding: 0; // We pad the `span` not the container\n  color: var(--pst-color-text-muted);\n  border-radius: 0;\n  @include focus-indicator;\n\n  span {\n    display: none;\n    padding: 0.5em;\n\n    @include icon-navbar-hover;\n    &:active {\n      text-decoration: none;\n      color: var(--pst-color-link-hover);\n    }\n  }\n}\n\nhtml[data-mode=\"auto\"] .theme-switch-button span[data-mode=\"auto\"] {\n  display: flex;\n}\nhtml[data-mode=\"light\"] .theme-switch-button span[data-mode=\"light\"] {\n  display: flex;\n}\nhtml[data-mode=\"dark\"] .theme-switch-button span[data-mode=\"dark\"] {\n  display: flex;\n}\n","button.btn.version-switcher__button {\n  border-color: var(--pst-color-border);\n  color: var(--pst-color-text-base);\n  // Add a margin on narrow screens to avoid feeling cramped\n  margin-bottom: 1em;\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    margin-bottom: unset;\n  }\n\n  @include link-style-hover;\n  @include focus-indicator;\n  &:active {\n    color: var(--pst-color-text-base);\n    border-color: var(--pst-color-border);\n  }\n}\n\n.version-switcher__menu {\n  border-color: var(--pst-color-border);\n  border-radius: var(--bs-dropdown-border-radius);\n\n  a.list-group-item {\n    background-color: var(--pst-color-on-background);\n    color: var(--pst-color-text-base);\n    padding: 0.75rem 1.25rem;\n\n    &:not(:last-child) {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n    @include link-style-hover;\n    &:hover {\n      background-color: var(--pst-color-surface);\n    }\n    &.active {\n      @include link-sidebar-current;\n      position: relative;\n      z-index: 1;\n\n      span:before {\n        content: \"\";\n        width: 100%;\n        height: 100%;\n        position: absolute;\n        z-index: -1;\n        left: 0;\n        top: 0;\n      }\n    }\n  }\n}\n\n// Font behavior on mobile\nbutton.version-switcher__button,\n.version-switcher__menu {\n  font-size: 1.1em; // A bit smaller than other menu font\n  z-index: $zindex-modal; // higher than the sidebars\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    font-size: unset;\n  }\n}\n","/* Collapsing of the TOC sidebar while scrolling */\n/* Nav: hide second level (shown on .active) */\n\nnav.page-toc {\n  // A little extra space before the buttons\n  margin-bottom: 1rem;\n}\n\n.bd-toc .nav,\n.list-caption {\n  .nav {\n    display: none;\n\n    // So we can manually specify a level as visible in the config\n    &.visible {\n      display: block;\n    }\n  }\n\n  > .active > ul {\n    display: block;\n  }\n}\n\n// Each entry of the in-page TOC\n.toc-entry {\n  display: block;\n  a > code {\n    color: var(--pst-color-text-muted);\n  }\n\n  a.nav-link {\n    display: block;\n    padding: 0.125rem 0;\n\n    // Padding w/ negative margin so the top TOC item highlight overlaps w/ the TOC border\n    padding-left: 1rem;\n    margin-left: -1rem;\n\n    @include link-sidebar;\n\n    &.active {\n      @include link-sidebar-current;\n      background-color: transparent;\n\n      &:hover {\n        color: var(--pst-color-link-hover);\n      }\n    }\n  }\n}\n","div.versionadded,\ndiv.versionchanged,\ndiv.deprecated {\n  vertical-align: middle;\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n  position: relative;\n\n  > p {\n    margin-bottom: 0.6rem;\n    margin-top: 0.6rem;\n  }\n}\n\ndiv.versionadded {\n  border-color: var(--pst-color-success);\n  background-color: var(--pst-color-success-bg);\n}\n\ndiv.versionchanged {\n  border-color: var(--pst-color-warning);\n  background-color: var(--pst-color-warning-bg);\n}\n\ndiv.deprecated {\n  border-color: var(--pst-color-danger);\n  background-color: var(--pst-color-danger-bg);\n}\n\nspan.versionmodified {\n  font-weight: 600;\n\n  &:before {\n    margin-right: 0.6rem;\n    color: var(--pst-color-info);\n    font: var(--fa-font-solid);\n    content: var(--pst-icon-versionmodified-default);\n  }\n}\n\nspan.versionmodified.added {\n  &:before {\n    color: var(--pst-color-success);\n    content: var(--pst-icon-versionmodified-added);\n  }\n}\n\nspan.versionmodified.changed {\n  &:before {\n    color: var(--pst-color-warning);\n    content: var(--pst-icon-versionmodified-changed);\n  }\n}\n\nspan.versionmodified.deprecated {\n  &:before {\n    color: var(--pst-color-danger);\n    content: var(--pst-icon-versionmodified-deprecated);\n  }\n}\n",".sidebar-indices-items {\n  display: flex;\n  flex-direction: column;\n  border-top: 1px solid var(--pst-color-border);\n\n  @include media-breakpoint-up($breakpoint-sidebar-primary) {\n    border-top: none;\n  }\n\n  .sidebar-indices-items__title {\n    font-weight: var(--pst-sidebar-header-font-weight);\n    font-size: var(--pst-sidebar-header-font-size);\n    color: var(--pst-color-text-base);\n    margin-bottom: 0.5rem;\n  }\n\n  ul.indices-link {\n    margin-right: -1rem;\n    list-style: none;\n    padding: 0;\n\n    li > a {\n      display: block;\n      padding: 0.25rem 0;\n      color: var(--pst-color-text-muted);\n\n      &:hover {\n        color: var(--pst-color-primary);\n        text-decoration: none;\n        background-color: transparent;\n      }\n    }\n  }\n}\n",".bd-sidebar-primary div#rtd-footer-container {\n  position: sticky;\n  bottom: -1rem;\n  margin: -1rem; // ignore sidebar padding\n\n  .rst-versions.rst-badge {\n    position: unset;\n    font-size: 0.9em;\n    font-family: var(--pst-font-family-base);\n    max-width: unset;\n\n    .rst-current-version {\n      display: flex;\n      align-items: center;\n      gap: 0.2rem;\n      height: 2.5rem;\n      transition: background-color 0.2s ease-out;\n      background-color: var(--pst-color-background);\n      color: var(--pst-color-success);\n      border-top: 1px solid var(--pst-color-border);\n    }\n\n    .fa.fa-book {\n      color: var(--pst-color-text-muted);\n      margin-right: auto;\n\n      &::after {\n        color: var(--pst-color-text-base);\n        content: \"Read The Docs\";\n        font-family: var(--pst-font-family-base);\n        font-weight: var(--pst-admonition-font-weight-heading);\n      }\n    }\n    .fa.fa-caret-down {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  .rst-versions.rst-badge.shift-up {\n    .rst-current-version {\n      border-bottom: 1px solid var(--pst-color-border);\n    }\n  }\n\n  .rst-other-versions {\n    background-color: var(--pst-color-surface);\n    color: var(--pst-color-text-base);\n\n    dl {\n      dd a {\n        color: var(--pst-color-text-muted);\n      }\n    }\n\n    hr {\n      background-color: var(--pst-color-border);\n    }\n\n    small a {\n      color: var(--pst-color-link);\n    }\n\n    input {\n      padding-left: 0.5rem;\n      border: 1px solid var(--pst-color-border);\n      background-color: var(--pst-color-surface);\n    }\n  }\n}\n","/**\n * Admonitions and blocks of styled content.\n * Admonitions CSS originally inspired by https://squidfunk.github.io/mkdocs-material/getting-started/\n */\n$admonition-border-radius: 0.25rem;\ndiv.admonition,\n.admonition {\n  margin: 1.5625em auto;\n  padding: 0 0.6rem 0.8rem 0.6rem;\n  overflow: hidden;\n  page-break-inside: avoid;\n  border-left: 0.2rem solid;\n  border-color: var(--pst-color-info);\n  border-radius: $admonition-border-radius;\n  background-color: var(--pst-color-on-background);\n  @include box-shadow();\n\n  // Last item should have no spacing since we'll control that w/ padding\n  *:last-child {\n    margin-bottom: 0;\n  }\n\n  // Items after the title should be indented\n  p.admonition-title ~ * {\n    margin-left: 1.4rem;\n    margin-right: 1.4rem;\n  }\n\n  // Lists need to have left margin so they don't spill into it\n  > ol,\n  > ul {\n    margin-left: 1em;\n  }\n\n  // Defaults for all admonitions\n  > .admonition-title {\n    margin: 0 -0.6rem;\n    padding: 0.4rem 0.6rem 0.4rem 2rem;\n    font-weight: var(--pst-admonition-font-weight-heading);\n    position: relative;\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-color-info-bg);\n    // now that we use solid colors we want the title on top\n    z-index: 1;\n\n    &:after {\n      position: absolute;\n      left: 0.5rem;\n      width: 1rem;\n      height: 1rem;\n      color: var(--pst-color-info);\n      font: var(--fa-font-solid);\n      line-height: inherit;\n      content: var(--pst-icon-admonition-default);\n      opacity: 1;\n    }\n\n    // Next element after title needs some extra upper-space\n    + * {\n      margin-top: 0.4em;\n    }\n  }\n\n  &.attention {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-attention);\n      }\n    }\n  }\n\n  &.caution {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-caution);\n      }\n    }\n  }\n\n  &.warning {\n    border-color: var(--pst-color-warning);\n    > .admonition-title {\n      background-color: var(--pst-color-warning-bg);\n\n      &:after {\n        color: var(--pst-color-warning);\n        content: var(--pst-icon-admonition-warning);\n      }\n    }\n  }\n\n  &.danger {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-danger);\n      }\n    }\n  }\n\n  &.error {\n    border-color: var(--pst-color-danger);\n    > .admonition-title {\n      background-color: var(--pst-color-danger-bg);\n\n      &:after {\n        color: var(--pst-color-danger);\n        content: var(--pst-icon-admonition-error);\n      }\n    }\n  }\n\n  &.hint {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-hint);\n      }\n    }\n  }\n\n  &.tip {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-tip);\n      }\n    }\n  }\n\n  &.important {\n    border-color: var(--pst-color-attention);\n    > .admonition-title {\n      background-color: var(--pst-color-attention-bg);\n\n      &:after {\n        color: var(--pst-color-attention);\n        content: var(--pst-icon-admonition-important);\n      }\n    }\n  }\n\n  &.note {\n    border-color: var(--pst-color-info);\n    > .admonition-title {\n      background-color: var(--pst-color-info-bg);\n\n      &:after {\n        color: var(--pst-color-info);\n        content: var(--pst-icon-admonition-note);\n      }\n    }\n  }\n\n  &.seealso {\n    border-color: var(--pst-color-success);\n    > .admonition-title {\n      background-color: var(--pst-color-success-bg);\n\n      &:after {\n        color: var(--pst-color-success);\n        content: var(--pst-icon-admonition-seealso);\n      }\n    }\n  }\n\n  &.admonition-todo {\n    border-color: var(--pst-color-secondary);\n    > .admonition-title {\n      background-color: var(--pst-color-secondary-bg);\n\n      &:after {\n        color: var(--pst-color-secondary);\n        content: var(--pst-icon-admonition-todo);\n      }\n    }\n  }\n\n  /**\n   * Special-case for a `sidebar` class that makes the admonition float to\n   * the right like the {sidebar} directive.\n   */\n  &.sidebar {\n    max-width: 40%;\n    float: right;\n    clear: both;\n    margin-left: 0.5rem;\n    margin-top: 0;\n\n    // Undo the .sidebar directive border\n    border-width: 0 0 0 0.2rem;\n\n    // TODO: these semantic-color-names border-color rules might no longer be\n    //       needed when we drop support for Sphinx 4 / docutils 0.17\n    &.attention,\n    &.important {\n      border-color: var(--pst-color-attention);\n    }\n\n    &.caution,\n    &.warning {\n      border-color: var(--pst-color-warning);\n    }\n\n    &.danger,\n    &.error {\n      border-color: var(--pst-color-danger);\n    }\n\n    &.hint,\n    &.tip,\n    &.seealso {\n      border-color: var(--pst-color-success);\n    }\n\n    &.note,\n    &.todo {\n      border-color: var(--pst-color-info);\n    }\n\n    // No inner margin since we have less horizontal space w/ the sidebar\n    p.admonition-title ~ * {\n      margin-left: 0rem;\n      margin-right: 0rem;\n    }\n  }\n}\n\n/**************************************************************\n * Similar content blocks that are not technically admonitions.\n */\n\n/**\n * Topics and the {contents} directive\n */\n// Docutils <= 0.17\ndiv.topic,\ndiv.topic.contents,\n// Docutils >= 0.18\nnav.contents,\naside.topic {\n  display: flex;\n  flex-direction: column;\n  background-color: var(--pst-color-surface);\n  border-color: var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  padding: 1rem 1.25rem;\n  @include box-shadow();\n\n  .topic-title {\n    margin: 0 0 0.5rem 0;\n  }\n\n  // Over-ride text color to ensure enough contrast\n  p {\n    color: var(--pst-color-on-surface) !important;\n  }\n\n  // Over-ride large default padding\n  ul.simple {\n    padding-left: 1rem;\n\n    ul {\n      // So that sub-lists will have a bit less padding\n      padding-left: 2em;\n    }\n  }\n}\n\n/**\n * Sidebar directive\n */\naside.sidebar {\n  border: 1px solid var(--pst-color-border);\n  background-color: var(--pst-color-surface);\n  border-radius: $admonition-border-radius;\n  // to match the admonition-styled sidebars:\n  margin-left: 0.5rem;\n  padding: 0;\n  > *:last-child {\n    padding-bottom: 1rem;\n  }\n\n  p.sidebar-title {\n    position: relative;\n    margin-bottom: 0;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n    border-bottom: 1px solid var(--pst-color-border);\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-admonition-font-weight-heading);\n  }\n\n  // Add margin to the first non-`.sidebar-title` item\n  > *:not(.sidebar-title):first-child,\n  > p.sidebar-title + * {\n    margin-top: 1rem;\n  }\n\n  > * {\n    padding-left: 1rem;\n    padding-right: 1rem;\n  }\n}\n\n/**\n * Rubrics look kind of like section headers\n */\np.rubric {\n  display: flex;\n  flex-direction: column;\n}\n\n/**\n * Seealso is kind of like a vertically-collapsed admonition\n */\n.seealso dd {\n  margin-top: 0;\n  margin-bottom: 0;\n}\n","/**\n * Miscellaneous color functions and mixins\n**/\n\n// loading the math module\n@use \"sass:math\";\n\n// We must add ::before pseudo-element to some theme components (such as admonitions)\n// because users were instructed to customize the background color this way.\n@mixin legacy-backdrop-placeholder {\n  &:before {\n    content: \"\";\n    width: 100%;\n    height: 100%;\n    position: absolute;\n    left: 0;\n    top: 0;\n    z-index: -1;\n    // So that hovering over the text within background is still possible.\n    // Otherwise the background overlays the text and you cannot click or select easily.\n    // ref: https://developer.mozilla.org/en-US/docs/Web/CSS/pointer-events\n    pointer-events: none;\n  }\n}\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetc\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/**\n  * Function to check if the color needs converting to a \"color\" type\n  * if it is a string we cannot use other color manipulation functions\n  * It is used to create the sphinx-design colours as these are often interpolated\n  */\n// @param {String/Color} $color - Color definition from map\n// @return {Color} - Color type (in hex)\n@function check-color($color) {\n  @if type-of($color) == string {\n    $color: from-hex($color);\n  }\n  @return $color;\n}\n\n/**\n  * Function to convert the string representation of a color to a color type (hex)\n  */\n// @param {String} $string - String representation of a color\n@function from-hex($string) {\n  $string-lower: to-lower-case($string);\n  $r: \"\";\n  $g: \"\";\n  $b: \"\";\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $length: str-length($string);\n  $max: if($length == 4, 1, 2);\n\n  // Check for length accuracy\n  @if $length != 4 and $length != 7 {\n    @return $string;\n  }\n\n  // Loop from the second character (omitting #)\n  @for $i from 2 through $length {\n    $c: str-slice($string-lower, $i, $i);\n\n    // If wrong character, return\n    @if index($hex, $c) == null {\n      @return $string;\n    }\n\n    @if str-length($r) < $max {\n      $r: $r + $c;\n    } @else if str-length($g) < $max {\n      $g: $g + $c;\n    } @else if str-length($b) < $max {\n      $b: $b + $c;\n    }\n  }\n\n  @if $length == 4 {\n    $r: $r + $r;\n    $g: $g + $g;\n    $b: $b + $b;\n  }\n\n  @return rgb(_hex-to-dec($r), _hex-to-dec($g), _hex-to-dec($b));\n}\n\n@function _hex-to-dec($string) {\n  $hex: \"0\" \"1\" \"2\" \"3\" \"4\" \"5\" \"6\" \"7\" \"8\" \"9\" \"a\" \"b\" \"c\" \"d\" \"e\" \"f\";\n  $string: to-lower-case($string);\n  $length: str-length($string);\n\n  $dec: 0;\n  @for $i from 1 through $length {\n    $factor: 1 + (15 * ($length - $i));\n    $index: index($hex, str-slice($string, $i, $i));\n    $dec: $dec + $factor * ($index - 1);\n  }\n\n  @return $dec;\n}\n","// Style API docs from sphinx' autodoc / autosummary\n\n/*******************************************************************************\n* Styling for field lists\n*/\n\n/* grey highlighting of 'parameter' and 'returns' field */\ntable.field-list {\n  border-collapse: separate;\n  border-spacing: 10px;\n  margin-left: 1px;\n\n  th.field-name {\n    padding: 1px 8px 1px 5px;\n    white-space: nowrap;\n    background-color: var(--pst-color-surface);\n  }\n\n  /* italic font for parameter types */\n  td.field-body {\n    p {\n      font-style: italic;\n\n      > strong {\n        font-style: normal;\n      }\n    }\n\n    /* reduced space around parameter description */\n    blockquote {\n      border-left: none;\n      margin: 0em 0em 0.3em;\n      padding-left: 30px;\n    }\n  }\n}\n\n/*******************************************************************************\n* Styling for autosummary tables\n*/\n\n.table.autosummary {\n  // The first column (with the signature) should not wrap\n  td:first-child {\n    white-space: nowrap;\n  }\n}\n\n/* overriding basic.css to use our own monospace font */\n.sig {\n  font-family: var(--pst-font-family-monospace);\n}\n\n/* C++ specific styling - overriding the basic.css to avoid custom colors*/\n\n.sig-inline.c-texpr,\n.sig-inline.cpp-texpr {\n  font-family: unset;\n}\n\n.sig.c .k,\n.sig.c .kt,\n.sig.cpp .k,\n.sig.cpp .kt {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .m,\n.sig.cpp .m {\n  color: var(--pst-color-text-base);\n}\n\n.sig.c .s,\n.sig.c .sc,\n.sig.cpp .s,\n.sig.cpp .sc {\n  color: var(--pst-color-text-base);\n}\n\n// addition\n\n// .sig.c .sig-name .n,\n// .sig.cpp .sig-name .n {\n//   color: var(--pst-color-inline-code);\n// }\n\n.sig-name {\n  color: var(--pst-color-inline-code);\n}\n\n.sig-param .o,\n.sig-param .default_value {\n  color: var(--pst-color-text-muted);\n  font-weight: normal;\n}\n\n// change target color for dark theme\ndt:target,\nspan.highlighted {\n  background-color: var(--pst-color-target);\n}\n\n.viewcode-back {\n  font-family: var(--pst-font-family-base);\n}\n\n.viewcode-block:target {\n  border-top: 1px solid var(--pst-color-border);\n  border-bottom: 1px solid var(--pst-color-border);\n  position: relative;\n  background-color: var(--pst-color-target);\n}\n\n/*******************************************************************************\n* Styling for autosummary titles like \"parameters\" and \"returns\"\n*/\n\n// the API selector\n// from https://github.com/pradyunsg/furo/blob/main/src/furo/assets/styles/content/_api.sass#L6)\ndl[class]:not(.option-list):not(.field-list):not(.footnote):not(.glossary):not(.simple) {\n  //increase margin bottom after the dl elements\n  margin-bottom: 3rem;\n\n  dd {\n    margin-left: 2rem;\n\n    // Fix until this will be solved to Sphinx https://github.com/sphinx-doc/sphinx/issues/10815\n    & > dl.simple > dt {\n      display: flex;\n    }\n  }\n\n  dl.field-list {\n    display: grid;\n    grid-template-columns: unset;\n  }\n\n  dt.field-odd,\n  dt.field-even {\n    margin-top: 0.2rem;\n    margin-bottom: 0.1rem;\n    background-color: var(--pst-color-surface);\n  }\n}\n","/**\n * Code block styling\n * Note that we inherit a lot of styling from Bootstrap so not many rules here.\n */\n\n// General code block behavior\n// Unset bootstrap behavior\ndiv[class*=\"highlight-\"],\ndiv.highlight,\ndiv.literal-block-wrapper {\n  display: flex;\n  flex-direction: column;\n  width: unset;\n  border-radius: $admonition-border-radius;\n}\n\n// Code blocks with captions\n// There's a wrapper when the code block has a title\ndiv.literal-block-wrapper {\n  border: 1px solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n\n  // This is where the title goes\n  div.code-block-caption {\n    margin: 0;\n    border-bottom: 1px solid var(--pst-color-border);\n    padding: 0.5rem;\n    font-size: 1rem;\n    font-weight: var(--pst-font-weight-caption);\n\n    a.headerlink {\n      font-size: inherit;\n    }\n  }\n\n  // Remove the upper border radius since we want it to connect with the title\n  // Remove the box shadow so the wrapper gets the shadow instead\n  div[class*=\"highlight-\"] {\n    margin: 0;\n    border-radius: 0;\n    pre {\n      border: none;\n      box-shadow: none;\n    }\n  }\n}\n\n/**\n * In-line code\n */\ncode.literal {\n  padding: 0.1rem 0.25rem;\n  background-color: var(--pst-color-surface);\n  border: 1px solid var(--pst-color-border);\n  border-radius: 0.25rem;\n}\n\na > code {\n  color: var(--pst-color-inline-code-links);\n}\n\n// Fix for Sphinx's \"highlight\" directive - this is an issue with our accessible pygments theme\n// and the colour we are using for the background of the code blocks.\nhtml[data-theme=\"light\"] .highlight .nf {\n  color: #0078a1 !important;\n}\n\n// Minimum opacity needed for linenos to be WCAG AA conformant\nspan.linenos {\n  opacity: 0.8 !important;\n}\n","figure {\n  a.headerlink {\n    // So that header link doesn't push caption to be off-center.\n    position: absolute;\n    font-size: inherit;\n  }\n  // Default headerlink hover doesn't trigger on figures\n  &:hover a.headerlink {\n    visibility: visible;\n  }\n\n  figcaption {\n    font-family: var(--pst-font-family-heading);\n    font-weight: var(--pst-font-weight-caption);\n    color: var(--pst-color-text-muted);\n    margin-left: auto;\n    margin-right: auto;\n\n    table.table {\n      width: fit-content;\n      margin-left: auto;\n      margin-right: auto;\n    }\n  }\n}\n","// For consistency, add bracket around footnotes/citations which are\n// cited more than once. E.g. [Newton](1,2) instead of Newton(1,2)\ndt.label > span.brackets:not(:only-child):before {\n  content: \"[\";\n}\n\ndt.label > span.brackets:not(:only-child):after {\n  content: \"]\";\n}\n\n// Make footnote as a superscript\na.footnote-reference {\n  vertical-align: super;\n  font-size: small;\n}\n\n// Docutils 0.18 uses an `aside.footnote` container with different internal structure\naside.footnote {\n  margin-bottom: 0.5rem;\n  &:last-child {\n    margin-bottom: 1rem;\n  }\n  span.label,\n  span.backrefs {\n    font-weight: bold;\n  }\n\n  &:target {\n    background-color: var(--pst-color-target);\n  }\n}\n","/**\n * Hacky fixes that don't fit cleanly into other sections\n */\n\n// Ensure user highlighting/selecting behaves properly\n// From https://stackoverflow.com/a/34372191\ntable.highlighttable td.linenos,\nspan.linenos,\ndiv.doctest > div.highlight span.gp {\n  /* gp: Generic.Prompt */\n  user-select: none;\n  -webkit-user-select: text; /* Safari fallback only */\n  -webkit-user-select: none; /* Chrome/Safari */\n  -moz-user-select: none; /* Firefox */\n  -ms-user-select: none; /* IE10+ */\n}\n","// Override bootstrap by restoring the basic theme default.\ndd {\n  margin-top: 3px;\n  margin-bottom: 10px;\n  margin-left: 30px;\n}\n\nol,\nul {\n  padding-inline-start: 2rem;\n  li > p:first-child {\n    margin-bottom: 0.25rem;\n    margin-top: 0.25rem;\n  }\n}\n","// GitHub blockquote style\nblockquote {\n  padding: 1em 1em;\n  color: var(--pst-color-text-muted);\n  border-left: 0.25em solid var(--pst-color-border);\n  border-radius: $admonition-border-radius;\n  position: relative;\n\n  p {\n    color: var(--pst-color-text-base);\n  }\n\n  // remove padding from included line-block to avoid duplication\n  .line-block {\n    margin: 0 0;\n  }\n\n  // remove margin bottom for the last p\n  p:last-child {\n    margin-bottom: 0;\n  }\n\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-surface);\n\n  //hack to make the text in the blockquote selectable\n  &:before {\n    z-index: -1;\n  }\n}\n","/**\n * Span-level styling within content\n */\n\nspan.guilabel {\n  border: 1px solid var(--pst-color-info);\n  color: var(--pst-color-info);\n  font-size: 80%;\n  font-weight: 700;\n  border-radius: 4px;\n  padding: 2.4px 6px;\n  margin: auto 2px;\n  position: relative;\n  @include legacy-backdrop-placeholder;\n  background-color: var(--pst-color-info-bg);\n}\n\na.reference.download:before {\n  content: var(--pst-icon-download);\n  font: var(--fa-font-solid);\n  font-size: 0.8em;\n  padding: 0 0.25em;\n  color: var(--pst-color-text-muted);\n}\n","/**\n * Tables\n */\n\n// ensure table will fit in the article width and make them y-scrollable\ntable {\n  display: table;\n  overflow: auto;\n\n  // default to table-center\n  margin-left: auto;\n  margin-right: auto;\n\n  &.table-right {\n    margin-right: 0;\n  }\n\n  &.table-left {\n    margin-left: 0;\n  }\n}\n\n// customize table caption from bootstrap\n// to display them on top and centered\ntable caption {\n  text-align: center;\n  caption-side: top;\n  color: var(--pst-color-text-muted);\n}\n\n// MyST Markdown tables use these classes to control alignment\nth,\ntd {\n  &.text-align\\:left {\n    text-align: left;\n  }\n\n  &.text-align\\:right {\n    text-align: right;\n  }\n\n  &.text-align\\:center {\n    text-align: center;\n  }\n}\n\n// override bootstrap background colors\n.table {\n  --bs-table-bg: transparent;\n}\n","/**\n * Style the toctree component in pages (avoid modifying the navbars)\n */\n.toctree-wrapper {\n  p.caption {\n    font-size: 1.5em;\n    margin-bottom: 0em;\n  }\n\n  & > ul {\n    padding-left: 0;\n  }\n\n  li[class^=\"toctree-l\"] {\n    list-style: none;\n    margin-bottom: 0.2em;\n\n    & > a {\n      list-style: none;\n      font-size: 1.1em;\n    }\n\n    & > ul {\n      list-style: none;\n      padding-inline-start: 1.5em;\n    }\n  }\n\n  // slightly bigger font for l1\n  .toctree-l1 > a {\n    font-size: 1.3em;\n  }\n}\n\ndiv.topic.contents,  // Docutils <= 0.17\nnav.contents  // Docutils >= 0.18\n{\n  // Style similarly to toctree\n  ul.simple {\n    list-style: none;\n    padding-left: 0;\n  }\n}\n","/**\n * Mathematics via MathJax.\n *\n * This is designed for MathJax v3\n * ref: https://www.sphinx-doc.org/en/master/usage/extensions/math.html#module-sphinx.ext.mathjax\n */\n\n// Applies to all math elements\nspan.math,\ndiv.math {\n  align-items: center;\n  display: flex;\n  max-width: 100%;\n  // This will be over-ridden for the y-direction and divs\n  overflow: hidden;\n}\n\n// Inline-only\nspan.math {\n  display: inline-flex;\n}\n\n// Block-level only\ndiv.math {\n  gap: 0.5em;\n  // So that the eqno shows up after the equation\n  flex-direction: row-reverse;\n\n  // The equation number / link\n  span.eqno a.headerlink {\n    position: relative;\n    font-size: 1em;\n  }\n\n  // The math container\n  mjx-container {\n    flex-grow: 1;\n    padding-bottom: 0.2rem;\n    overflow: auto;\n\n    // Set height to 0 so that it does not cause scrollbars to appear\n    // ref: https://github.com/mathjax/MathJax/issues/2521\n    mjx-assistive-mml {\n      height: 0;\n    }\n  }\n}\n","/**\n * ABlog\n * ref: https://ablog.readthedocs.io/\n */\n\n/**\n * Sidebar template components\n */\n.ablog-sidebar-item {\n  h2,\n  h3 {\n    font-size: var(--pst-sidebar-header-font-size);\n    // Remove unnecessary vertical whitespace\n    margin-top: 0.5rem;\n\n    // The headers are all links, but this makes them hard to parse\n    // So we change the colors to make them look like headers\n    a {\n      color: var(--pst-color-text-base);\n    }\n  }\n\n  ul {\n    // No bullet points for the primary sidebar items\n    list-style: none;\n    padding-left: 0;\n    // Otherwise a scrollbar randomly shows up\n    overflow-y: hidden;\n    // List of recent post items\n    display: flex;\n    flex-direction: column;\n    gap: 0.5em;\n    margin-bottom: 0;\n\n    // The ablog cloud should move horizontally\n    &.ablog-cloud {\n      flex-direction: row;\n      flex-flow: wrap;\n      gap: 0.5rem;\n\n      // Vertical-align tag clouds\n      li {\n        // Center the tag cloud items\n        display: flex;\n        align-items: center;\n      }\n    }\n  }\n}\n\n/**\n * Previous / next buttons at the bottom\n */\n.ablog__prev-next {\n  font-size: 1.2em;\n  display: flex;\n  padding: 1rem 0;\n\n  // The bottom previous / next arrows\n  > span {\n    // To ensure that the whole thing fits on one line even if there are long titles\n    display: flex;\n    max-width: 45%;\n\n    // Links within each span have the collection of icon + text\n    a {\n      display: flex;\n      align-items: center;\n      margin-left: auto;\n      gap: 1rem;\n      line-height: 1.5rem;\n\n      i:before {\n        color: var(--pst-color-text-base);\n      }\n    }\n  }\n\n  // The first span is for the previous page and aligns to the left\n  span.ablog__prev {\n    i.fa-arrow-circle-left:before {\n      content: var(--pst-icon-angle-left);\n    }\n  }\n\n  // The second span is just an empty space so we remove it because we're\n  // positioning with flex\n  span.ablog__spacer {\n    display: none;\n  }\n\n  // The third span is aligned to the right\n  span.ablog__next {\n    margin-left: auto;\n    text-align: right;\n\n    i.fa-arrow-circle-right:before {\n      content: var(--pst-icon-angle-right);\n    }\n  }\n}\n\n/**\n * {postlist} directive and posts page\n */\n.ablog__collection,\n.postlist {\n  padding-left: 0;\n\n  .ablog-post {\n    list-style: none;\n\n    // Post metadata tags (author, links ,etc) should be a bit smaller\n    .ablog-archive {\n      display: flex;\n      flex-direction: row;\n      flex-wrap: wrap;\n      gap: 1rem;\n      list-style: none;\n      font-size: 0.75rem;\n      padding-left: 0;\n    }\n\n    // Title line should be a bit bigger and bold to stand out\n    .ablog-post-title {\n      margin-top: 0;\n      font-size: 1.25rem;\n\n      a {\n        font-weight: bold;\n      }\n    }\n\n    // Read more button should be a bit bigger\n    .ablog-post-expand {\n      margin-bottom: 0.5rem;\n    }\n  }\n}\n","/**\n * Special cases for Bootstrap functionality\n */\n\n// Bootstrap adds margin to their general container class. However, sphinx/docutils\n// can also generate output with the container class, but in those cases we should\n// not add the margin from bootstrap. Same for max-width.\n.docutils.container {\n  padding-left: unset;\n  padding-right: unset;\n  margin-left: unset;\n  margin-right: unset;\n  max-width: unset;\n  width: unset;\n}\n","/**\n * Sphinx Copybutton\n * ref: https://sphinx-copybutton.readthedocs.io/\n */\n\ndiv.highlight button.copybtn {\n  // Nicer spacing\n  display: flex;\n  align-items: center;\n  justify-content: center;\n\n  // Removes the button background so we more naturally blend with the code cell.\n  background-color: unset;\n\n  // Don't over-ride the success color\n  &:not(.success) {\n    color: var(--pst-color-muted);\n  }\n  border: none;\n  background-color: var(--pst-color-surface);\n\n  &:hover {\n    &:not(.success) {\n      color: var(--pst-color-text);\n      background-color: var(--pst-color-shadow);\n    }\n  }\n\n  // Tooltip styling\n  &.o-tooltip--left:after {\n    color: var(--pst-color-text);\n    background-color: var(--pst-color-surface);\n  }\n}\n","// adapt ethical ad to the theme\n#ethical-ad-placement {\n  .ethical-sidebar a,\n  .ethical-sidebar a:visited,\n  .ethical-sidebar a:hover,\n  .ethical-sidebar a:active,\n  .ethical-footer a,\n  .ethical-footer a:visited,\n  .ethical-footer a:hover,\n  .ethical-footer a:active {\n    color: var(--pst-color-text-base);\n  }\n\n  .ethical-sidebar,\n  .ethical-footer {\n    background-color: var(--pst-color-background);\n    border: 1px solid var(--pst-color-border);\n    border-radius: 5px;\n    color: var(--pst-color-text-base);\n    font-size: 14px;\n    line-height: 20px;\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/******************************************************************************\n * Jupyter Sphinx\n */\n\n.bd-content div.jupyter_container {\n  // We don't want borders around the whole container, just around code cells\n  border: none;\n  background-color: unset;\n  box-shadow: none;\n\n  // Code cells should have the same style as our other code objects\n  div.output,\n  div.highlight {\n    border-radius: 0.25rem;\n  }\n  div.highlight {\n    background-color: var(--pst-color-surface);\n  }\n\n  // Ensure the style is the same as our code cells. Jupyter Sphinx makes it tiny.\n  .cell_input,\n  .cell_output {\n    border-radius: 0.25rem;\n    pre {\n      padding: 1rem;\n    }\n  }\n}\n","/**\n * Special-cases for packages in the PyData ecosystem\n */\n\n// xarray output display in bootstrap\n.xr-wrap[hidden] {\n  display: block !important;\n}\n","/*******************************************************************************\n* master color map. Only the colors that actually differ between light and dark\n* themes are specified separately.\n*\n* To see the full list of colors see https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1234%3A765&t=ifcFT1JtnrSshGfi-1\n*/\n\n/**\n* Function to get items from nested maps\n*/\n// @param {Map} $map - Map\n// @param {Arglist} $keys - Keys to fetch\n// @return {*}\n@function map-deep-get($map, $keys...) {\n  @each $key in $keys {\n    $map: map-get($map, $key);\n  }\n  @return $map;\n}\n\n/* Assign base colors for the PyData theme */\n$color-palette: (\n  // Primary color\n  \"teal\":\n    (\n      \"50\": #f4fbfc,\n      \"100\": #e9f6f8,\n      \"200\": #d0ecf1,\n      \"300\": #abdde6,\n      \"400\": #3fb1c5,\n      \"500\": #0a7d91,\n      \"600\": #085d6c,\n      \"700\": #064752,\n      \"800\": #042c33,\n      \"900\": #021b1f,\n    ),\n  // Secondary color\n  \"violet\":\n    (\n      \"50\": #f4eefb,\n      \"100\": #e0c7ff,\n      \"200\": #d5b4fd,\n      \"300\": #b780ff,\n      \"400\": #9c5ffd,\n      \"500\": #8045e5,\n      \"600\": #6432bd,\n      \"700\": #4b258f,\n      \"800\": #341a61,\n      \"900\": #1e0e39,\n    ),\n  // Neutrals\n  \"gray\":\n    (\n      \"50\": #f9f9fa,\n      \"100\": #f3f4f5,\n      \"200\": #e5e7ea,\n      \"300\": #d1d5da,\n      \"400\": #9ca4af,\n      \"500\": #677384,\n      \"600\": #48566b,\n      \"700\": #29313d,\n      \"800\": #222832,\n      \"900\": #14181e,\n    ),\n  // Accent color\n  \"pink\":\n    (\n      \"50\": #fcf8fd,\n      \"100\": #fcf0fa,\n      \"200\": #f8dff5,\n      \"300\": #f3c7ee,\n      \"400\": #e47fd7,\n      \"500\": #c132af,\n      \"600\": #912583,\n      \"700\": #6e1c64,\n      \"800\": #46123f,\n      \"900\": #2b0b27,\n    ),\n  \"foundation\": (\n    \"white\": #ffffff,\n    // gray-900\n    \"black\": #14181e,\n  )\n);\n\n:root {\n  // Add theme colours to the html root element\n  @each $group-color, $color in $color-palette {\n    @each $color-name, $definition in $color {\n      --pst-#{$group-color}-#{$color-name}: #{$definition};\n    }\n  }\n}\n\n// Static SCSS variables used thoroughout the theme\n// Minimum contrast ratio used for the theme.\n// Acceptable values for WCAG 2.0 are 3, 4.5 and 7.\n// See https://www.w3.org/TR/WCAG20/#visual-audio-contrast-contrast\n// 4.5 - is for text that is 14pt or less\n$min-contrast-ratio-4: 4.5;\n// 3 is for text that is 18pt or bold, or for non-text elements\n$min-contrast-ratio-3: 3;\n\n// Customize the light and dark text colors for use in our color contrast function.\n$foundation-black: #14181e;\n$foundation-white: #ffffff;\n// This is a custom - calculated  color between gray 100 and 200 - to reduce\n// the contrast ratio (avoid a jarring effect)\n$base-light-text: #ced6dd;\n// used in sphinx_design - gray 100\n$foundation-light-gray: #f3f4f5;\n// used in sphinx_design - gray 700\n$foundation-muted-gray: #29313d;\n// used in sphinx_design - gray 800\n$foundation-dark-gray: #222832;\n\n$pst-semantic-colors: (\n  \"primary\": (\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"teal\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"teal\", \"800\")},\n  ),\n  \"secondary\": (\n    \"light\": #{map-deep-get($color-palette, \"violet\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"violet\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"violet\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"violet\", \"800\")},\n  ),\n  \"accent\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"500\")},\n    \"bg-light\": #{map-deep-get($color-palette, \"pink\", \"200\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"400\")},\n    \"bg-dark\": #{map-deep-get($color-palette, \"pink\", \"800\")},\n  ),\n  \"info\": (\n    \"light\": #276be9,\n    \"bg-light\": #dce7fc,\n    \"dark\": #79a3f2,\n    \"bg-dark\": #06245d,\n  ),\n  \"warning\": (\n    \"light\": #f66a0a,\n    \"bg-light\": #f8e3d0,\n    \"dark\": #ff9245,\n    \"bg-dark\": #652a02,\n  ),\n  \"success\": (\n    \"light\": #00843f,\n    \"bg-light\": #d6ece1,\n    \"dark\": #5fb488,\n    \"bg-dark\": #002f17,\n  ),\n  // This is is based on the warning color\n  \"attention\":\n    (\n      \"light\": var(--pst-color-warning),\n      \"bg-light\": var(--pst-color-warning-bg),\n      \"dark\": var(--pst-color-warning),\n      \"bg-dark\": var(--pst-color-warning-bg),\n    ),\n  \"danger\": (\n    \"light\": #d72d47,\n    \"bg-light\": #f9e1e4,\n    \"dark\": #e78894,\n    \"bg-dark\": #4e111b,\n  ),\n  \"text-base\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    \"dark\": $base-light-text,\n  ),\n  \"text-muted\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"400\")},\n  ),\n  \"heading-color\": (\n    \"light\": #{$foundation-white},\n    \"dark\": #{$foundation-black},\n  ),\n  \"shadow\": (\n    \"light\": rgba(0, 0, 0, 0.1),\n    \"dark\": rgba(0, 0, 0, 0.2),\n  ),\n  \"border\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"300\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"600\")},\n  ),\n  \"border-muted\": (\n    \"light\": rgba(23, 23, 26, 0.2),\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  \"inline-code\": (\n    \"light\": #{map-deep-get($color-palette, \"pink\", \"600\")},\n    \"dark\": #{map-deep-get($color-palette, \"pink\", \"300\")},\n  ),\n  \"inline-code-links\": (\n    // need to make sure there is enough contrast against the code bg\n    \"light\": #{map-deep-get($color-palette, \"teal\", \"600\")},\n    // keep primary color for dark mode\n    \"dark\": #{map-deep-get($color-palette, \"teal\", \"400\")},\n  ),\n  \"target\": (\n    \"light\": #f3cf95,\n    \"dark\": #675c04,\n  ),\n  // DEPTH COLORS - you can see the elevation colours and shades\n  // in the Figma file https://www.figma.com/file/rUrrHGhUBBIAAjQ82x6pz9/PyData-Design-system---proposal-for-implementation-(2)?node-id=1492%3A922&t=sQeQZehkOzposYEg-1\n  // background: color of the canvas / the furthest back layer\n  \"background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"foundation\", \"black\")},\n    ),\n  // on-background: provides slight contrast against background\n  // (by use of shadows in light theme)\n  \"on-background\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"foundation\", \"white\")},\n      \"dark\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n    ),\n  \"surface\": (\n    \"light\": #{map-deep-get($color-palette, \"gray\", \"100\")},\n    \"dark\": #{map-deep-get($color-palette, \"gray\", \"700\")},\n  ),\n  // on_surface: object on top of surface object (without shadows)\n  \"on-surface\":\n    (\n      \"light\": #{map-deep-get($color-palette, \"gray\", \"800\")},\n      \"dark\": $foundation-light-gray,\n    ),\n);\n\n/*******************************************************************************\n* write the color rules for each theme (light/dark)\n*/\n\n/* NOTE:\n * Mixins enable us to reuse the same definitions for the different modes\n * https://sass-lang.com/documentation/at-rules/mixin\n * #{something} inserts a variable into a CSS selector or property name\n * https://sass-lang.com/documentation/interpolation\n */\n@mixin theme-colors($mode) {\n  // check if this color is defined differently for light/dark\n  @each $col-name, $definition in $pst-semantic-colors {\n    @if type-of($definition) == map {\n      @each $key, $val in $definition {\n        @if str-index($key, $mode) != null {\n          // since now we define the bg colours in the semantic colours and not\n          // by changing opacity, we need to check if the key contains bg and the\n          // correct mode (light/dark)\n          @if str-index($key, \"bg\") != null {\n            --pst-color-#{$col-name}-bg: #{$val};\n          } @else {\n            --pst-color-#{$col-name}: #{$val};\n          }\n        }\n      }\n    } @else {\n      --pst-color-#{$col-name}: #{$definition};\n    }\n  }\n\n  // assign the \"duplicate\" colors (ones that just reference other variables)\n  & {\n    --pst-color-link: var(--pst-color-primary);\n    --pst-color-link-hover: var(--pst-color-secondary);\n  }\n  // adapt to light/dark-specific content\n  @if $mode == \"light\" {\n    .only-dark,\n    .only-dark ~ figcaption {\n      display: none !important;\n    }\n  } @else {\n    .only-light,\n    .only-light ~ figcaption {\n      display: none !important;\n    }\n    /* Adjust images in dark mode (unless they have class .only-dark or\n     * .dark-light, in which case assume they're already optimized for dark\n     * mode).\n     */\n    img:not(.only-dark):not(.dark-light) {\n      filter: brightness(0.8) contrast(1.2);\n    }\n    /* Give images a light background in dark mode in case they have\n    *  transparency and black text (unless they have class .only-dark or .dark-light, in\n    *  which case assume they're already optimized for dark mode).\n    */\n    .bd-content img:not(.only-dark):not(.dark-light) {\n      background: rgb(255, 255, 255);\n      border-radius: 0.25rem;\n    }\n    // MathJax SVG outputs should be filled to same color as text.\n    .MathJax_SVG * {\n      fill: var(--pst-color-text-base);\n    }\n  }\n}\n\n/* Defaults to light mode if data-theme is not set */\nhtml:not([data-theme]) {\n  @include theme-colors(\"light\");\n}\n\n/* NOTE: @each {...} is like a for-loop\n * https://sass-lang.com/documentation/at-rules/control/each\n */\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    @include theme-colors($mode);\n    color-scheme: $mode;\n  }\n}\n\n// assign classes too, for runtime use of theme colors\n@each $col-name, $definition in $pst-semantic-colors {\n  .pst-color-#{$col-name} {\n    color: var(--pst-color-#{$col-name});\n  }\n}\n","/*******************************************************************************\n * Special-cases for the sphinx-design library, mainly to make it compatible\n * with the dark/light themes of pydata-sphinx-theme.\n *\n * NOTE: sphinx-design uses !important quite liberally, so here we must do the\n * same for our overrides to have any effect.\n */\n@use \"../variables/color\" as pst-color;\n@use \"sass:meta\";\n@use \"sass:color\";\n\n/*******************************************************************************\n  * Color and variables\n  *\n  * This is a list of the semantic color names from sphinx-design (we only\n  * need to override variables that sphinx-design has actually defined).\n  * https://github.com/executablebooks/sphinx-design/blob/9226a12a/style/_colors.scss#L31-L43\n  */\n$sd-semantic-color-names: (\n  \"primary\",\n  \"secondary\",\n  \"success\",\n  \"info\",\n  \"warning\",\n  \"danger\",\n  \"light\",\n  \"muted\",\n  \"dark\",\n  \"black\",\n  \"white\"\n);\n\n/**\n  * Here we create some extra --pst-color-* variables and use\n  * them to override the value of the corresponding sphinx-design variables.\n  * This is easier than re-writing the sphinx-design rules. Even easier would be\n  * directly assigning our values to the --sd-color-* variables, but then our\n  * downstream users couldn't override *our* colors and have it affect buttons\n  * and badges.\n  *\n  * First, define the extra keys needed to cover the full range of semantic\n  * color names used in sphinx-design, then merge them with the names we\n  * already define for our own needs.\n  * see https://sphinx-design.readthedocs.io/en/latest/css_variables.html\n  */\n$extra-semantic-colors: (\n  \"white\": $foundation-white,\n  \"light\": (\n    light: $foundation-light-gray,\n    bg-light: color.scale($foundation-light-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-light-gray, $lightness: -30%),\n  ),\n  \"muted\": (\n    light: $foundation-muted-gray,\n    bg-light: color.scale($foundation-muted-gray, $lightness: 30%),\n    dark: $foundation-light-gray,\n    bg-dark: color.scale($foundation-muted-gray, $lightness: -30%),\n  ),\n  \"dark\": $foundation-dark-gray,\n  \"black\": $foundation-black,\n);\n\n$all-colors: map-merge($pst-semantic-colors, $extra-semantic-colors);\n\n@mixin create-sd-colors($value, $name) {\n  // define the pst variables, so that downstream user overrides will work\n  --pst-color-#{$name}: #{$value};\n  // we are now using a11y-combination to calculate the text color - this is based\n  // on the WCAG color contrast guidelines\n  --pst-color-#{$name}-text: #{a11y-combination($value)};\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --pst-color-#{$name}-highlight: #{darken($value, 15%)};\n  // override the sphinx-design variables\n  --sd-color-#{$name}: var(--pst-color-#{$name});\n  --sd-color-#{$name}-text: var(--pst-color-#{$name}-text);\n  //TODO: highlight seems to be used for buttons @trallard to fix on a11y follow-up work\n  --sd-color-#{$name}-highlight: var(--pst-color-#{$name}-highlight);\n}\n\n// Now we override the --sd-color-* variables.\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    // check if this color is defined differently for light/dark\n    @each $name in $sd-semantic-color-names {\n      $definition: map-get($all-colors, $name);\n      @if type-of($definition) == map {\n        @each $key, $value in $definition {\n          @if str-index($key, $mode) != null {\n            // since now we define the bg colours in the semantic colours and not\n            // by changing opacity, we need to check if the key contains bg and the\n            // correct mode (light/dark)\n            @if str-index($key, \"bg\") != null {\n              --sd-color-#{$name}-bg: #{$value};\n              // create local variable\n              $bg-var: --sd-color-#{$name}-bg;\n              $value: check-color($value);\n              --sd-color-#{$name}-bg-text: #{a11y-combination($value)};\n            } @else {\n              $value: check-color($value);\n              @include create-sd-colors($value, $name);\n            }\n          }\n        }\n      } @else {\n        $value: map-get($all-colors, $name);\n        @include create-sd-colors($value, $name);\n      }\n    }\n  }\n}\n\n// Make sure the color border variables are set using our variables\n@each $mode in (light, dark) {\n  html[data-theme=\"#{$mode}\"] {\n    --sd-color-card-border: var(--pst-color-border);\n  }\n}\n\n/*******************************************************************************\n  * shadows\n  */\nhtml[data-theme=\"light\"] {\n  .sd-shadow-xs,\n  .sd-shadow-sm,\n  .sd-shadow-md,\n  .sd-shadow-lg {\n    @include box-shadow();\n  }\n}\n\n/*******************************************************************************\n  * cards\n  */\n\n.bd-content .sd-card {\n  border: 1px solid var(--pst-color-border);\n\n  // TODO - --pst-color-panel-background is not defined... where is this coming from?\n  .sd-card-header {\n    background-color: var(--pst-color-panel-background);\n    border-bottom: 1px solid var(--pst-color-border);\n  }\n  .sd-card-footer {\n    background-color: var(--pst-color-panel-background);\n    border-top: 1px solid var(--pst-color-border);\n  }\n\n  .sd-card-body {\n    background-color: var(--pst-color-panel-background);\n  }\n}\n/*******************************************************************************\n  * tabs\n  */\n\n.bd-content .sd-tab-set {\n  > input {\n    // Active tab label\n    &:checked + label {\n      border-color: transparent transparent var(--pst-color-primary); // top LR bottom\n      color: var(--pst-color-primary);\n    }\n\n    // Hover label\n    &:not(:checked) + label:hover {\n      border-color: var(--pst-color-secondary);\n      color: var(--pst-color-secondary);\n    }\n  }\n\n  // Tab label\n  > label {\n    color: var(--pst-color-text-muted);\n    border-top: 0.125rem solid transparent; // so hover isn't just color change\n    padding-top: 0.5em; // same as bottom padding, so hover overline looks OK\n    // Hovered label\n    html &:hover {\n      color: var(--pst-color-secondary);\n      border-color: var(--pst-color-secondary);\n    }\n  }\n}\n\n/*******************************************************************************\n* Dropdowns\n*/\n\ndetails.sd-dropdown {\n  // Remove all borders to over-ride SD behavior, and we'll add our own later\n  border: 0px !important;\n  summary.sd-card-header {\n    border: 0 !important;\n    & + div.sd-summary-content {\n      border: 0;\n    }\n  }\n  // Drop shadow should behave same as admonitions\n  @include box-shadow();\n\n  // Header is where the \"clickable\" box goes\n  summary.sd-card-header {\n    display: flex;\n    align-items: center;\n    position: relative; // So background color works\n    font-weight: 600;\n    padding-top: 0.5rem;\n    padding-bottom: 0.5rem;\n\n    // Set a variable that we can re-use for colors later\n    // We must set this in the current and content sibling container\n    // so that it is defined in both places\n    --pst-sd-dropdown-color: var(--pst-gray-500);\n    --pst-sd-dropdown-bg-color: var(--pst-color-surface);\n    & + div.sd-summary-content {\n      --pst-sd-dropdown-color: var(--sd-color-card-border);\n    }\n    @each $name in $sd-semantic-color-names {\n      &.sd-bg-#{$name} {\n        --pst-sd-dropdown-color: var(--sd-color-#{$name});\n        --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        // Otherwise it won't be defined in the sibling element\n        & + div.sd-summary-content {\n          --pst-sd-dropdown-color: var(--sd-color-#{$name});\n          --pst-sd-dropdown-bg-color: var(--sd-color-#{$name}-bg);\n        }\n      }\n      &.sd-bg-text-#{$name} {\n        // Use the WCAG conformant text color\n        color: var(--sd-color-#{$name}-bg-text) !important;\n      }\n    }\n\n    @include legacy-backdrop-placeholder;\n    background-color: var(--pst-sd-dropdown-bg-color) !important;\n\n    // Add a left border with the same structure as our admonitions\n    border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n    & + div.sd-summary-content {\n      border-left: 0.2rem solid var(--pst-sd-dropdown-color) !important;\n      border-bottom-left-radius: calc(0.25rem - 1px);\n      background-color: var(--pst-color-on-background);\n    }\n    span.sd-summary-icon {\n      display: inline-flex;\n      align-items: center;\n      color: var(--pst-sd-dropdown-color) !important;\n      svg {\n        opacity: 1;\n      }\n    }\n\n    // Positioning of the caret\n    .sd-summary-up,\n    .sd-summary-down {\n      top: 0.7rem;\n    }\n  }\n}\n","/**\n * Sphinx togglebutton\n */\n\n.bd-content {\n  // Admonition toggles\n  .admonition {\n    button.toggle-button {\n      color: inherit;\n    }\n  }\n\n  // Details buttons\n  details.toggle-details {\n    // Over-ride border color to re-use our primary color\n    summary {\n      border-left: 3px solid var(--pst-color-primary);\n    }\n  }\n}\n","/**\n * Styles for various Sphinx execution libraries to display pre-executed notebooks.\n * For now, where these define output sections, we simply revert their background\n * to be a \"light theme\" background. This ensures that inputs/outputs behave similarly,\n * because the CSS is often controlled by each package.\n * In the future, we might add dark theme support for specific packages.\n */\n\n/*******************************************************************************\n * nbsphinx\n */\nhtml div.rendered_html\n// NBsphinx ipywidgets output selector\nhtml .jp-RenderedHTMLCommon {\n  table {\n    table-layout: auto;\n  }\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  .nboutput {\n    .output_area.rendered_html {\n      @include cell-output-background;\n    }\n\n    .output_area.stderr {\n      background: var(--pst-color-danger);\n    }\n  }\n}\n\n// Add extra padding to the final item in an nbsphinx container\ndiv.nblast.container {\n  margin-bottom: 1rem;\n}\n\n/*******************************************************************************\n * myst NB\n */\n\ndiv.cell_output .output {\n  max-width: 100%;\n  overflow-x: auto;\n}\n\n// Dark theme special-cases\nhtml[data-theme=\"dark\"] .bd-content {\n  div.cell_output {\n    img,\n    .text_html {\n      @include cell-output-background;\n    }\n  }\n}\n\n// Prevent tables from scrunching together\n.bd-content {\n  div.cell_input {\n    display: flex;\n    flex-direction: column;\n    justify-content: stretch;\n  }\n\n  div.cell_input,\n  div.output {\n    border-radius: $admonition-border-radius;\n  }\n\n  div.output {\n    table {\n      table-layout: auto;\n    }\n  }\n}\n","/**\n * style for the various mapping libs based on leaflet (folium, geemap, ipyleaflet)\n * mainly ensure the good display of the maps in both themes and avoid the customization\n * of the tiles\n */\n\n/**\n * avoid border override from pydata-sphinx-theme\n * minimal selctor to get the priority\n */\nhtml[data-theme=\"dark\"] .bd-content img.leaflet-tile.leaflet-tile-loaded {\n  border-radius: 0;\n  padding: 0;\n}\n","/**\n * /search.html page special-cases\n */\n\n.bd-search-container {\n  /*******************************************\n  * Search results\n  */\n  // Whitespace\n  div#search-results {\n    > h2 {\n      font-size: var(--pst-font-size-icon);\n      margin-top: 0;\n    }\n\n    p.search-summary {\n      color: var(--pst-color-text-muted);\n    }\n  }\n\n  ul.search {\n    margin: 0;\n    list-style: none;\n\n    li {\n      background-image: none;\n      padding: 1rem 0;\n      margin: 1rem 0;\n      border-top: 1px solid var(--pst-color-text-muted);\n\n      // First link is the page title, it should be a bit bigger\n      > a {\n        font-size: 1.2em;\n      }\n\n      div.context,\n      p.context {\n        color: var(--pst-color-text-base);\n        margin: 0.5em 0 0 0;\n\n        // Add a # before page section titles to make it clear they are sections\n        a:before {\n          content: \"#\";\n          padding-right: 0.2em;\n          color: var(--pst-color-text-muted);\n        }\n      }\n    }\n  }\n}\n"],"names":[],"sourceRoot":""}
\ No newline at end of file
diff --git a/_static/styles/sphinx-book-theme.css b/_static/styles/sphinx-book-theme.css
new file mode 100644
index 00000000..56c23f18
--- /dev/null
+++ b/_static/styles/sphinx-book-theme.css
@@ -0,0 +1,8 @@
+/*! sphinx-book-theme CSS
+ * BSD 3-Clause License
+ * Copyright (c) 2020, EBP
+ * All rights reserved.
+ *
+ * This follows the 7-1 pattern described here:
+ * https://sass-guidelin.es/#architecture
+ */html[data-theme=dark],html[data-theme=light]{--pst-font-size-base:none;--pst-color-secondary:#e89217}html[data-theme=light]{--sbt-color-announcement:#616161;--pst-color-primary:#176de8}html[data-theme=dark]{--pst-color-primary:#528fe4;--sbt-color-announcement:#616161;--pst-color-background:#121212}html{scroll-padding-top:4rem}.sbt-scroll-pixel-helper{position:absolute;width:0;height:0;top:0;left:0}.d-n,.onlyprint{display:none}@media print{.onlyprint{display:block!important}}@media print{.noprint{display:none!important}}.bd-article-container h1,.bd-article-container h2,.bd-article-container h3,.bd-article-container h4,.bd-article-container h5,.bd-article-container p.caption{color:var(--pst-color-muted)}.bd-article-container h1,.bd-article-container h2{font-weight:500}a.brackets:before{color:inherit;font-family:inherit;margin-right:0}table{position:relative}@media print{.bd-main .bd-content{margin-left:2rem;height:auto}.bd-main .bd-content #jb-print-docs-body{margin-left:0}.bd-main .bd-content #jb-print-docs-body h1{font-size:3em;text-align:center;margin-bottom:0}.bd-main .bd-content .bd-article{padding-top:0}.bd-main .bd-content .bd-article h1:first-of-type{display:none}.bd-main .bd-content .container{min-width:0!important}.bd-main .bd-content h1{margin-top:1em;margin-bottom:1em}.bd-main .bd-content h1,.bd-main .bd-content h2,.bd-main .bd-content h3,.bd-main .bd-content h4{break-after:avoid;color:#000}.bd-main .bd-content table{break-inside:avoid}.bd-main .bd-content pre{word-wrap:break-word}.bd-main .bd-content a.headerlink{display:none}.bd-main .bd-content aside.margin,.bd-main .bd-content aside.sidebar,.bd-main .bd-content blockquote.epigraph{border:none}.bd-main .bd-content .footer{margin-top:1em}.bd-main .bd-content #jb-print-toc{margin-bottom:1.5rem;margin-left:0}.bd-main .bd-content #jb-print-toc .section-nav{border-left:0!important;list-style-type:disc!important;margin-left:3em!important}.bd-main .bd-content #jb-print-toc .section-nav a{text-decoration:none!important}.bd-main .bd-content #jb-print-toc .section-nav li{display:list-item!important}.bd-main .bd-content #jb-print-toc .section-nav .nav{display:none}.bd-main .bd-footer-content{display:none!important}}.bd-header-announcement{background-color:var(--sbt-color-announcement);color:#fff}.bd-main .bd-content{justify-content:left}.bd-main .bd-content .bd-article-container{padding:0;overflow-x:unset;min-width:0}@media (min-width:1200px){.bd-main .bd-content .bd-article-container{max-width:calc(100% - var(--pst-sidebar-secondary))}}.bd-main .bd-content .bd-article-container .bd-article{padding-right:2rem;padding-left:2rem}@media (max-width:768px){.bd-main .bd-content .bd-article-container .bd-article{padding-right:1rem;padding-left:1rem}}.bd-main .bd-content .bd-article-container details.above-input summary,.bd-main .bd-content .bd-article-container details.below-input summary{border-left:3px solid var(--pst-color-primary)}@media (min-width:768px){label.sidebar-toggle.primary-toggle{display:inline-block}}@media (max-width:768px){label.sidebar-toggle.primary-toggle{margin-bottom:0}}@media (min-width:992px){label.sidebar-toggle.secondary-toggle{display:none}}@media (max-width:768px){label.sidebar-toggle.secondary-toggle{margin-bottom:0}}.bd-header-article{display:flex;align-items:center;position:sticky;top:0;background-color:var(--pst-color-background);transition:left .2s;font-size:.9em;padding:0 1rem;z-index:1020}@media (max-width:768px){.bd-header-article{padding:0 .5rem;height:3.5rem}}.scrolled .bd-header-article{box-shadow:0 6px 6px -6px var(--pst-color-shadow)}.bd-header-article .header-article__inner{padding:0}.bd-header-article .header-article-items{display:flex;align-items:center;height:3rem;width:100%}.bd-header-article .header-article-item{display:flex;align-items:center}.bd-header-article .article-header-buttons{display:flex}.bd-header-article .btn{font-size:1.3rem;color:var(--pst-color-text-muted);border:none;padding:0 .5rem;display:flex;align-items:center}.bd-header-article .btn svg{width:1.3rem}.bd-header-article .btn.show,.bd-header-article .btn:hover{color:var(--pst-color-text-base);border:none}.bd-header-article .btn.show+.dropdown-menu,.bd-header-article .btn:hover+.dropdown-menu{display:block}.bd-header-article .btn:focus{box-shadow:none}.bd-header-article .btn.dropdown-toggle:after{display:none}.bd-header-article div.dropdown{display:flex;align-items:center}.bd-header-article .theme-switch-button{margin:0}.bd-header-article .theme-switch-button button,.bd-header-article .theme-switch-button i,.bd-header-article .theme-switch-button span{padding:0}.bd-header-article .theme-switch-button i,.bd-header-article .theme-switch-button span{transition:color .25s ease-out}.bd-header-article .theme-switch-button:active,.bd-header-article .theme-switch-button:hover{background-color:unset!important}.bd-header-article .theme-switch-button:active i,.bd-header-article .theme-switch-button:active span,.bd-header-article .theme-switch-button:hover i,.bd-header-article .theme-switch-button:hover span{color:var(--pst-color-text-base)}.bd-header-article .dropdown-menu{top:2rem;transform:translateX(-75%);box-shadow:0 .2rem .5rem var(--pst-color-shadow),0 0 .0625rem var(--pst-color-shadow)!important;border-color:var(--pst-color-border);background-color:var(--pst-color-background);color:var(--pst-color-text-muted)}.bd-header-article .dropdown-menu:hover{display:block}.bd-header-article .dropdown-menu .dropdown-item{display:inline-flex;align-items:center;padding-left:.5em;font-size:1em}.bd-header-article .dropdown-menu .dropdown-item:hover{text-decoration:none;background-color:initial;color:var(--pst-color-text-base)}.bd-header-article .dropdown-menu .dropdown-item span img{height:1em}.bd-header-article .dropdown-menu .dropdown-item span.btn__icon-container{width:1.7em;align-items:center;display:inline-flex;justify-content:center}.bd-header{position:inherit}.bd-header label.sidebar-toggle{display:none}.bd-sidebar-primary{top:0;max-height:100vh;padding:1rem;transition:margin-left .25s ease 0s,opacity .25s ease 0s,visibility .25s ease 0s}@media (max-width:768px){.bd-sidebar-primary{z-index:1081}}.bd-sidebar-primary .sidebar-primary-items__start{border-top:none}@media (min-width:992px){.bd-sidebar-primary{flex-basis:20%}}@media (min-width:992px){input#__primary:checked~.bd-container .bd-sidebar-primary{margin-left:-20%;visibility:hidden;opacity:0}}.bd-sidebar-secondary{top:0}@media (max-width:992px){.bd-sidebar-secondary{z-index:1081}}.bd-sidebar-secondary .sidebar-secondary-items{padding:0;display:flex;gap:.5rem}.bd-sidebar-secondary .sidebar-secondary-items .sidebar-secondary-item{padding-top:0;padding-bottom:0}.bd-sidebar-secondary .onthispage{height:3rem;min-height:3rem;display:flex;gap:.5rem;align-items:center;margin:0;color:var(--pst-color-muted)}@media (min-width:992px){.bd-sidebar-secondary{background:var(--pst-color-background);height:fit-content;transition:max-height .4s ease;z-index:2;padding:0}.bd-sidebar-secondary .toc-item{border-left-color:var(--pst-color-surface);padding-top:0}.bd-sidebar-secondary .toc-item nav.page-toc{margin-bottom:0;transition:opacity .4s ease}.bd-sidebar-secondary.hide:not(:hover){max-height:3rem;overflow-y:hidden}.scrolled .bd-sidebar-secondary.hide:not(:hover){box-shadow:0 6px 6px -6px rgba(0,0,0,.3)}.bd-sidebar-secondary.hide:not(:hover) .onthispage:after{opacity:1;content:"\f107";font-family:Font Awesome\ 5 Free;font-weight:900;padding-left:.5em;transition:opacity .3s ease}.bd-sidebar-secondary.hide:not(:hover) nav.page-toc{opacity:0}}footer{font-size:var(--sbt-font-size-small-1)}footer.bd-footer-content{display:flex;flex-wrap:wrap;padding:15px;border-top:1px solid #ccc;font-size:87.5%}footer.bd-footer-content .bd-footer-content__inner{padding-left:0}footer.bd-footer-content .bd-footer-content__inner p{margin-bottom:0}.bd-footer-article{padding:0 1rem}@media (max-width:768px){.bd-footer-article{padding:0 .5rem}}#pst-back-to-top{font-size:.8rem}@media (min-width:1200px){#pst-back-to-top{display:none!important}}.bd-sidebar-primary .navbar-icon-links{column-gap:.5rem}.bd-sidebar-primary .navbar-icon-links .nav-link i,.bd-sidebar-primary .navbar-icon-links .nav-link span{font-size:1.2rem}.bd-sidebar-primary .navbar-icon-links .nav-link img{font-size:.8rem}.navbar-brand{height:unset;max-height:unset;flex-direction:column;justify-content:center;gap:.25rem}.navbar-brand:hover{text-decoration:none}.navbar-brand .logo__title{font-size:1.25rem;white-space:normal;text-align:center}.navbar-brand .logo__image{height:unset}.bd-search-container{margin:2em}.bd-search-container #search-results h2:first-child{display:none}.search-button-field{width:100%;font-size:.9rem;display:none}.search-button-field .search-button__kbd-shortcut{margin-left:auto}@media (min-width:992px){.search-button{display:none!important}.search-button-field{display:flex}}div#searchbox{padding-right:2rem;padding-left:2rem}@media (max-width:768px){div#searchbox{padding-right:1rem;padding-left:1rem}}@media (min-width:768px){div#searchbox p.highlight-link{margin-left:0}div#searchbox p.highlight-link a{font-size:1rem}}img{max-width:100%}img.align-center{margin-left:auto;margin-right:auto;display:block}img.align-left{clear:left;float:left;margin-right:1em}img.align-right{clear:right;float:right;margin-left:1em}div.figure{width:100%;margin-bottom:1em;text-align:center}div.figure.align-left{text-align:left}div.figure.align-left p.caption{margin-left:0}div.figure.align-right{text-align:right}div.figure.align-right p.caption{margin-right:0}div.figure p.caption{margin:.5em 10%}div.figure.margin-caption p.caption,div.figure.margin p.caption{margin:.5em 0}div.figure.margin-caption p.caption{text-align:left}div.figure span.caption-number{font-weight:700}div.figure span{font-size:.9rem}label.margin-toggle{margin-bottom:0}label.margin-toggle.marginnote-label{display:none}label.margin-toggle sup{user-select:none}@media (max-width:992px){label.margin-toggle{cursor:pointer;color:#0071bc}label.margin-toggle.marginnote-label{display:inline}label.margin-toggle.marginnote-label:after{content:"\2295"}}input.margin-toggle{display:none}@media (max-width:992px){input.margin-toggle:checked+.marginnote,input.margin-toggle:checked+.sidenote{display:block;float:left;left:1rem;clear:both;width:95%;margin:1rem 2.5%;position:relative}}span.marginnote,span.sidenote{z-index:2;position:relative;width:40%;float:right;background-color:unset;font-size:.9em;margin-left:.5rem;border-left:none}span.marginnote sup,span.sidenote sup{user-select:none}@media (min-width:992px),print{span.marginnote,span.sidenote{width:33%;margin:0 -36% 0 0;clear:right}span.marginnote p.sidebar-title,span.sidenote p.sidebar-title{margin-bottom:-1rem;border-bottom:none;padding-left:0}span.marginnote p.sidebar-title~*,span.sidenote p.sidebar-title~*{padding-left:0;padding-right:0}}@media (max-width:992px){span.marginnote,span.sidenote{display:none}}aside.sidebar .note{margin:1rem;padding:0 0 1rem}aside.sidebar .admonition-title{margin:0 -1rem 0 0}aside.sidebar.margin .sidebar-title:empty{display:none}aside.sidebar.margin .admonition{margin:.5rem;padding-left:0;padding-right:0}aside.sidebar.margin .admonition .admonition-title{margin-left:0;margin-right:0}@media (min-width:992px){aside.sidebar.margin{border:none}aside.sidebar.margin .admonition{margin:1rem 0;padding:0 0 1rem}}.cell.tag_margin,.cell.tag_popout,.margin.docutils.container,aside.margin,div.margin,figure.margin{z-index:2;position:relative;width:40%;float:right;background-color:unset;font-size:.9em;margin-left:.5rem}@media (min-width:992px),print{.cell.tag_margin,.cell.tag_popout,.margin.docutils.container,aside.margin,div.margin,figure.margin{width:33%;margin:0 -36% 0 0;clear:right}.cell.tag_margin p.sidebar-title,.cell.tag_popout p.sidebar-title,.margin.docutils.container p.sidebar-title,aside.margin p.sidebar-title,div.margin p.sidebar-title,figure.margin p.sidebar-title{margin-bottom:-1rem;border-bottom:none;padding-left:0}.cell.tag_margin p.sidebar-title~*,.cell.tag_popout p.sidebar-title~*,.margin.docutils.container p.sidebar-title~*,aside.margin p.sidebar-title~*,div.margin p.sidebar-title~*,figure.margin p.sidebar-title~*{padding-left:0;padding-right:0}}.cell.tag_margin div.cell.tag_margin .cell_output,.cell.tag_popout div.cell.tag_margin .cell_output,.margin.docutils.container div.cell.tag_margin .cell_output,aside.margin div.cell.tag_margin .cell_output,div.margin div.cell.tag_margin .cell_output,figure.margin div.cell.tag_margin .cell_output{padding-left:0}div.figure.margin-caption figcaption,div.figure.margin-caption p.caption,figure.margin-caption figcaption{z-index:2;position:relative;width:40%;float:right;background-color:unset;font-size:.9em;margin-left:.5rem}@media (min-width:992px),print{div.figure.margin-caption figcaption,div.figure.margin-caption p.caption,figure.margin-caption figcaption{width:33%;margin:0 -36% 0 0;clear:right}div.figure.margin-caption figcaption p.sidebar-title,div.figure.margin-caption p.caption p.sidebar-title,figure.margin-caption figcaption p.sidebar-title{margin-bottom:-1rem;border-bottom:none;padding-left:0}div.figure.margin-caption figcaption p.sidebar-title~*,div.figure.margin-caption p.caption p.sidebar-title~*,figure.margin-caption figcaption p.sidebar-title~*{padding-left:0;padding-right:0}}.margin-caption figcaption{text-align:left}div.cell.tag_full-width,div.cell.tag_full_width,div.full-width,div.full_width{z-index:2;position:relative}@media (min-width:992px){div.cell.tag_full-width,div.cell.tag_full_width,div.full-width,div.full_width{max-width:136%;width:136%}}blockquote.epigraph,blockquote.highlights,blockquote.pull-quote{font-size:1.25em;border-left:none;background-color:var(--pst-color-background)}blockquote div>p+p.attribution{font-style:normal;font-size:.9em;text-align:right;color:#6c757d;padding-right:2em}div[class*=highlight-],pre{clear:none}div.cell.tag_output_scroll div.cell_output,div.cell.tag_scroll-input div.cell_input,div.cell.tag_scroll-output div.cell_output{max-height:24em;overflow-y:auto}@media only print{div.utterances,hypothesis-sidebar{display:none}}.thebelab-cell{border:none!important;margin-right:.5em!important}.thebelab-cell .thebelab-input{padding-left:10px!important}.cell.docutils.container{padding-right:0!important}button.thebe-launch-button{height:2.5em;font-size:1em}
\ No newline at end of file
diff --git a/_static/styles/theme.css b/_static/styles/theme.css
new file mode 100644
index 00000000..4519dd91
--- /dev/null
+++ b/_static/styles/theme.css
@@ -0,0 +1,2 @@
+/* Provided by Sphinx's 'basic' theme, and included in the final set of assets */
+@import "../basic.css";
diff --git a/_static/togglebutton.css b/_static/togglebutton.css
new file mode 100644
index 00000000..54a67879
--- /dev/null
+++ b/_static/togglebutton.css
@@ -0,0 +1,160 @@
+/**
+ * Admonition-based toggles
+ */
+
+/* Visibility of the target */
+.admonition.toggle .admonition-title ~ * {
+    transition: opacity .3s, height .3s;
+}
+
+/* Toggle buttons inside admonitions so we see the title */
+.admonition.toggle {
+    position: relative;
+}
+
+/* Titles should cut off earlier to avoid overlapping w/ button */
+.admonition.toggle .admonition-title {
+    padding-right: 25%;
+    cursor: pointer;
+}
+
+/* Hovering will cause a slight shift in color to make it feel interactive */
+.admonition.toggle .admonition-title:hover {
+    box-shadow: inset 0 0 0px 20px rgb(0 0 0 / 1%);
+}
+
+/* Hovering will cause a slight shift in color to make it feel interactive */
+.admonition.toggle .admonition-title:active {
+    box-shadow: inset 0 0 0px 20px rgb(0 0 0 / 3%);
+}
+
+/* Remove extra whitespace below the admonition title when hidden */
+.admonition.toggle-hidden {
+    padding-bottom: 0;
+}
+
+.admonition.toggle-hidden .admonition-title {
+    margin-bottom: 0;
+}
+
+/* hides all the content of a page until de-toggled */
+.admonition.toggle-hidden .admonition-title ~ * {
+    height: 0;
+    margin: 0;
+    opacity: 0;
+    visibility: hidden;
+}
+
+/* General button style and position*/
+button.toggle-button {
+    /**
+     * Background and shape. By default there's no background
+     * but users can style as they wish
+     */  
+    background: none;
+    border: none;
+    outline: none;
+
+    /* Positioning just inside the admonition title */
+    position: absolute;
+    right: 0.5em;
+    padding: 0px;
+    border: none;
+    outline: none;
+}
+
+/* Display the toggle hint on wide screens */
+@media (min-width: 768px) {
+    button.toggle-button.toggle-button-hidden:before {
+        content: attr(data-toggle-hint);  /* This will be filled in by JS */
+        font-size: .8em;
+        align-self: center;
+    }
+}
+
+/* Icon behavior */
+.tb-icon {
+    transition: transform .2s ease-out;
+    height: 1.5em;
+    width: 1.5em;
+    stroke: currentColor;  /* So that we inherit the color of other text */
+}
+
+/* The icon should point right when closed, down when open. */
+/* Open */
+.admonition.toggle button .tb-icon {
+    transform: rotate(90deg);
+}
+
+/* Closed */
+.admonition.toggle button.toggle-button-hidden .tb-icon {
+    transform: rotate(0deg);
+}
+
+/* With details toggles, we don't rotate the icon so it points right */
+details.toggle-details .tb-icon {
+    height: 1.4em;
+    width: 1.4em;
+    margin-top: 0.1em;  /* To center the button vertically */
+}
+
+
+/**
+ * Details-based toggles.
+ * In this case, we wrap elements with `.toggle` in a details block.
+ */
+
+/* Details blocks */
+details.toggle-details {
+    margin: 1em 0;
+}
+
+
+details.toggle-details summary {
+    display: flex;
+    align-items: center;
+    cursor: pointer;
+    list-style: none;
+    border-radius: .2em;
+    border-left: 3px solid #1976d2;
+    background-color: rgb(204 204 204 / 10%);
+    padding: 0.2em 0.7em 0.3em 0.5em; /* Less padding on left because the SVG has left margin */
+    font-size: 0.9em;
+}
+
+details.toggle-details summary:hover {
+    background-color: rgb(204 204 204 / 20%);
+}
+
+details.toggle-details summary:active {
+    background: rgb(204 204 204 / 28%);
+}
+
+.toggle-details__summary-text {
+    margin-left: 0.2em;
+}
+
+details.toggle-details[open] summary {
+    margin-bottom: .5em;
+}
+
+details.toggle-details[open] summary .tb-icon {
+    transform: rotate(90deg);
+}
+
+details.toggle-details[open] summary ~ * {
+    animation: toggle-fade-in .3s ease-out;
+}
+
+@keyframes toggle-fade-in {
+  from {opacity: 0%;}
+  to {opacity: 100%;}
+}
+
+/* Print rules - we hide all toggle button elements at print */
+@media print {
+    /* Always hide the summary so the button doesn't show up */
+    details.toggle-details summary {
+        display: none;
+    }
+}
\ No newline at end of file
diff --git a/_static/togglebutton.js b/_static/togglebutton.js
new file mode 100644
index 00000000..215a7eef
--- /dev/null
+++ b/_static/togglebutton.js
@@ -0,0 +1,187 @@
+/**
+ * Add Toggle Buttons to elements
+ */
+
+let toggleChevron = `
+<svg xmlns="http://www.w3.org/2000/svg" class="tb-icon toggle-chevron-right" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
+<path stroke="none" d="M0 0h24v24H0z" fill="none"/>
+<polyline points="9 6 15 12 9 18" />
+</svg>`;
+
+var initToggleItems = () => {
+  var itemsToToggle = document.querySelectorAll(togglebuttonSelector);
+  console.log(`[togglebutton]: Adding toggle buttons to ${itemsToToggle.length} items`)
+  // Add the button to each admonition and hook up a callback to toggle visibility
+  itemsToToggle.forEach((item, index) => {
+    if (item.classList.contains("admonition")) {
+      // If it's an admonition block, then we'll add a button inside
+      // Generate unique IDs for this item
+      var toggleID = `toggle-${index}`;
+      var buttonID = `button-${toggleID}`;
+
+      item.setAttribute('id', toggleID);
+      if (!item.classList.contains("toggle")){
+        item.classList.add("toggle");
+      }
+      // This is the button that will be added to each item to trigger the toggle
+      var collapseButton = `
+        <button type="button" id="${buttonID}" class="toggle-button" data-target="${toggleID}" data-button="${buttonID}" data-toggle-hint="${toggleHintShow}" aria-label="Toggle hidden content">
+            ${toggleChevron}
+        </button>`;
+
+      title = item.querySelector(".admonition-title")
+      title.insertAdjacentHTML("beforeend", collapseButton);
+      thisButton = document.getElementById(buttonID);
+
+      // Add click handlers for the button + admonition title (if admonition)
+      admonitionTitle = document.querySelector(`#${toggleID} > .admonition-title`)
+      if (admonitionTitle) {
+        // If an admonition, then make the whole title block clickable
+        admonitionTitle.addEventListener('click', toggleClickHandler);
+        admonitionTitle.dataset.target = toggleID
+        admonitionTitle.dataset.button = buttonID
+      } else {
+        // If not an admonition then we'll listen for the button click
+        thisButton.addEventListener('click', toggleClickHandler);
+      }
+
+      // Now hide the item for this toggle button unless explicitly noted to show
+      if (!item.classList.contains("toggle-shown")) {
+        toggleHidden(thisButton);
+      }
+    } else {
+      // If not an admonition, wrap the block in a <details> block
+      // Define the structure of the details block and insert it as a sibling
+      var detailsBlock = `
+        <details class="toggle-details">
+            <summary class="toggle-details__summary">
+              ${toggleChevron}
+              <span class="toggle-details__summary-text">${toggleHintShow}</span>
+            </summary>
+        </details>`;
+      item.insertAdjacentHTML("beforebegin", detailsBlock);
+
+      // Now move the toggle-able content inside of the details block
+      details = item.previousElementSibling
+      details.appendChild(item)
+      item.classList.add("toggle-details__container")
+
+      // Set up a click trigger to change the text as needed
+      details.addEventListener('click', (click) => {
+        let parent = click.target.parentElement;
+        if (parent.tagName.toLowerCase() == "details") {
+          summary = parent.querySelector("summary");
+          details = parent;
+        } else {
+          summary = parent;
+          details = parent.parentElement;
+        }
+        // Update the inner text for the proper hint
+        if (details.open) {
+          summary.querySelector("span.toggle-details__summary-text").innerText = toggleHintShow;
+        } else {
+          summary.querySelector("span.toggle-details__summary-text").innerText = toggleHintHide;
+        }
+        
+      });
+
+      // If we have a toggle-shown class, open details block should be open
+      if (item.classList.contains("toggle-shown")) {
+        details.click();
+      }
+    }
+  })
+};
+
+// This should simply add / remove the collapsed class and change the button text
+var toggleHidden = (button) => {
+  target = button.dataset['target']
+  var itemToToggle = document.getElementById(target);
+  if (itemToToggle.classList.contains("toggle-hidden")) {
+    itemToToggle.classList.remove("toggle-hidden");
+    button.classList.remove("toggle-button-hidden");
+  } else {
+    itemToToggle.classList.add("toggle-hidden");
+    button.classList.add("toggle-button-hidden");
+  }
+}
+
+var toggleClickHandler = (click) => {
+  // Be cause the admonition title is clickable and extends to the whole admonition
+  // We only look for a click event on this title to trigger the toggle.
+
+  if (click.target.classList.contains("admonition-title")) {
+    button = click.target.querySelector(".toggle-button");
+  } else if (click.target.classList.contains("tb-icon")) {
+    // We've clicked the icon and need to search up one parent for the button
+    button = click.target.parentElement;
+  } else if (click.target.tagName == "polyline") {
+    // We've clicked the SVG elements inside the button, need to up 2 layers
+    button = click.target.parentElement.parentElement;
+  } else if (click.target.classList.contains("toggle-button")) {
+    // We've clicked the button itself and so don't need to do anything
+    button = click.target;
+  } else {
+    console.log(`[togglebutton]: Couldn't find button for ${click.target}`)
+  }
+  target = document.getElementById(button.dataset['button']);
+  toggleHidden(target);
+}
+
+// If we want to blanket-add toggle classes to certain cells
+var addToggleToSelector = () => {
+  const selector = "";
+  if (selector.length > 0) {
+    document.querySelectorAll(selector).forEach((item) => {
+      item.classList.add("toggle");
+    })
+  }
+}
+
+// Helper function to run when the DOM is finished
+const sphinxToggleRunWhenDOMLoaded = cb => {
+  if (document.readyState != 'loading') {
+    cb()
+  } else if (document.addEventListener) {
+    document.addEventListener('DOMContentLoaded', cb)
+  } else {
+    document.attachEvent('onreadystatechange', function() {
+      if (document.readyState == 'complete') cb()
+    })
+  }
+}
+sphinxToggleRunWhenDOMLoaded(addToggleToSelector)
+sphinxToggleRunWhenDOMLoaded(initToggleItems)
+
+/** Toggle details blocks to be open when printing */
+if (toggleOpenOnPrint == "true") {
+  window.addEventListener("beforeprint", () => {
+    // Open the details
+    document.querySelectorAll("details.toggle-details").forEach((el) => {
+      el.dataset["togglestatus"] = el.open;
+      el.open = true;
+    });
+  
+    // Open the admonitions
+    document.querySelectorAll(".admonition.toggle.toggle-hidden").forEach((el) => {
+      console.log(el);
+      el.querySelector("button.toggle-button").click();
+      el.dataset["toggle_after_print"] = "true";
+    });
+  });
+  window.addEventListener("afterprint", () => {
+    // Re-close the details that were closed
+    document.querySelectorAll("details.toggle-details").forEach((el) => {
+      el.open = el.dataset["togglestatus"] == "true";
+      delete el.dataset["togglestatus"];
+    });
+  
+    // Re-close the admonition toggle buttons
+    document.querySelectorAll(".admonition.toggle").forEach((el) => {
+      if (el.dataset["toggle_after_print"] == "true") {
+        el.querySelector("button.toggle-button").click();
+        delete el.dataset["toggle_after_print"];
+      }
+    });
+  });
+}
diff --git a/_static/vendor/fontawesome/6.5.1/LICENSE.txt b/_static/vendor/fontawesome/6.5.1/LICENSE.txt
new file mode 100644
index 00000000..39e18e3d
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/LICENSE.txt
@@ -0,0 +1,165 @@
+Fonticons, Inc. (https://fontawesome.com)
+
+--------------------------------------------------------------------------------
+
+Font Awesome Free License
+
+Font Awesome Free is free, open source, and GPL friendly. You can use it for
+commercial projects, open source projects, or really almost whatever you want.
+Full Font Awesome Free license: https://fontawesome.com/license/free.
+
+--------------------------------------------------------------------------------
+
+# Icons: CC BY 4.0 License (https://creativecommons.org/licenses/by/4.0/)
+
+The Font Awesome Free download is licensed under a Creative Commons
+Attribution 4.0 International License and applies to all icons packaged
+as SVG and JS file types.
+
+--------------------------------------------------------------------------------
+
+# Fonts: SIL OFL 1.1 License
+
+In the Font Awesome Free download, the SIL OFL license applies to all icons
+packaged as web and desktop font files.
+
+Copyright (c) 2023 Fonticons, Inc. (https://fontawesome.com)
+with Reserved Font Name: "Font Awesome".
+
+This Font Software is licensed under the SIL Open Font License, Version 1.1.
+This license is copied below, and is also available with a FAQ at:
+http://scripts.sil.org/OFL
+
+SIL OPEN FONT LICENSE
+Version 1.1 - 26 February 2007
+
+PREAMBLE
+The goals of the Open Font License (OFL) are to stimulate worldwide
+development of collaborative font projects, to support the font creation
+efforts of academic and linguistic communities, and to provide a free and
+open framework in which fonts may be shared and improved in partnership
+with others.
+
+The OFL allows the licensed fonts to be used, studied, modified and
+redistributed freely as long as they are not sold by themselves. The
+fonts, including any derivative works, can be bundled, embedded,
+redistributed and/or sold with any software provided that any reserved
+names are not used by derivative works. The fonts and derivatives,
+however, cannot be released under any other type of license. The
+requirement for fonts to remain under this license does not apply
+to any document created using the fonts or their derivatives.
+
+DEFINITIONS
+"Font Software" refers to the set of files released by the Copyright
+Holder(s) under this license and clearly marked as such. This may
+include source files, build scripts and documentation.
+
+"Reserved Font Name" refers to any names specified as such after the
+copyright statement(s).
+
+"Original Version" refers to the collection of Font Software components as
+distributed by the Copyright Holder(s).
+
+"Modified Version" refers to any derivative made by adding to, deleting,
+or substituting — in part or in whole — any of the components of the
+Original Version, by changing formats or by porting the Font Software to a
+new environment.
+
+"Author" refers to any designer, engineer, programmer, technical
+writer or other person who contributed to the Font Software.
+
+PERMISSION & CONDITIONS
+Permission is hereby granted, free of charge, to any person obtaining
+a copy of the Font Software, to use, study, copy, merge, embed, modify,
+redistribute, and sell modified and unmodified copies of the Font
+Software, subject to the following conditions:
+
+1) Neither the Font Software nor any of its individual components,
+in Original or Modified Versions, may be sold by itself.
+
+2) Original or Modified Versions of the Font Software may be bundled,
+redistributed and/or sold with any software, provided that each copy
+contains the above copyright notice and this license. These can be
+included either as stand-alone text files, human-readable headers or
+in the appropriate machine-readable metadata fields within text or
+binary files as long as those fields can be easily viewed by the user.
+
+3) No Modified Version of the Font Software may use the Reserved Font
+Name(s) unless explicit written permission is granted by the corresponding
+Copyright Holder. This restriction only applies to the primary font name as
+presented to the users.
+
+4) The name(s) of the Copyright Holder(s) or the Author(s) of the Font
+Software shall not be used to promote, endorse or advertise any
+Modified Version, except to acknowledge the contribution(s) of the
+Copyright Holder(s) and the Author(s) or with their explicit written
+permission.
+
+5) The Font Software, modified or unmodified, in part or in whole,
+must be distributed entirely under this license, and must not be
+distributed under any other license. The requirement for fonts to
+remain under this license does not apply to any document created
+using the Font Software.
+
+TERMINATION
+This license becomes null and void if any of the above conditions are
+not met.
+
+DISCLAIMER
+THE FONT SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
+EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO ANY WARRANTIES OF
+MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT
+OF COPYRIGHT, PATENT, TRADEMARK, OR OTHER RIGHT. IN NO EVENT SHALL THE
+COPYRIGHT HOLDER BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY,
+INCLUDING ANY GENERAL, SPECIAL, INDIRECT, INCIDENTAL, OR CONSEQUENTIAL
+DAMAGES, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
+FROM, OUT OF THE USE OR INABILITY TO USE THE FONT SOFTWARE OR FROM
+OTHER DEALINGS IN THE FONT SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Code: MIT License (https://opensource.org/licenses/MIT)
+
+In the Font Awesome Free download, the MIT license applies to all non-font and
+non-icon files.
+
+Copyright 2023 Fonticons, Inc.
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of
+this software and associated documentation files (the "Software"), to deal in the
+Software without restriction, including without limitation the rights to use, copy,
+modify, merge, publish, distribute, sublicense, and/or sell copies of the Software,
+and to permit persons to whom the Software is furnished to do so, subject to the
+following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
+INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
+PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT
+HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE
+SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+--------------------------------------------------------------------------------
+
+# Attribution
+
+Attribution is required by MIT, SIL OFL, and CC BY licenses. Downloaded Font
+Awesome Free files already contain embedded comments with sufficient
+attribution, so you shouldn't need to do anything additional when using these
+files normally.
+
+We've kept attribution comments terse, so we ask that you do not actively work
+to remove them from files, especially code. They're a great way for folks to
+learn about Font Awesome.
+
+--------------------------------------------------------------------------------
+
+# Brand Icons
+
+All brand icons are trademarks of their respective owners. The use of these
+trademarks does not indicate endorsement of the trademark holder by Font
+Awesome, nor vice versa. **Please do not use brand logos for any purpose except
+to represent the company, product, or service to which they refer.**
diff --git a/_static/vendor/fontawesome/6.5.1/css/all.min.css b/_static/vendor/fontawesome/6.5.1/css/all.min.css
new file mode 100644
index 00000000..5f2038f0
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/css/all.min.css
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2023 Fonticons, Inc.
+ */.fa{font-family:var(--fa-style-family,"Font Awesome 6 Free");font-weight:var(--fa-style,900)}.fa,.fa-brands,.fa-classic,.fa-regular,.fa-sharp,.fa-solid,.fab,.far,.fas{-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased;display:var(--fa-display,inline-block);font-style:normal;font-variant:normal;line-height:1;text-rendering:auto}.fa-classic,.fa-regular,.fa-solid,.far,.fas{font-family:Font Awesome\ 6 Free}.fa-brands,.fab{font-family:Font Awesome\ 6 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(prefers-reduced-motion:reduce){.fa-beat,.fa-beat-fade,.fa-bounce,.fa-fade,.fa-flip,.fa-pulse,.fa-shake,.fa-spin,.fa-spin-pulse{-webkit-animation-delay:-1ms;animation-delay:-1ms;-webkit-animation-duration:1ms;animation-duration:1ms;-webkit-animation-iteration-count:1;animation-iteration-count:1;-webkit-transition-delay:0s;transition-delay:0s;-webkit-transition-duration:0s;transition-duration:0s}}@-webkit-keyframes fa-beat{0%,90%{-webkit-transform:scale(1);transform:scale(1)}45%{-webkit-transform:scale(var(--fa-beat-scale,1.25));transform:scale(var(--fa-beat-scale,1.25))}}@keyframes fa-beat{0%,90%{-webkit-transform:scale(1);transform:scale(1)}45%{-webkit-transform:scale(var(--fa-beat-scale,1.25));transform:scale(var(--fa-beat-scale,1.25))}}@-webkit-keyframes fa-bounce{0%{-webkit-transform:scale(1) translateY(0);transform:scale(1) translateY(0)}10%{-webkit-transform:scale(var(--fa-bounce-start-scale-x,1.1),var(--fa-bounce-start-scale-y,.9)) 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diff --git a/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt b/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt
new file mode 100644
index 00000000..ef6dda40
--- /dev/null
+++ b/_static/vendor/fontawesome/6.5.1/js/all.min.js.LICENSE.txt
@@ -0,0 +1,5 @@
+/*!
+ * Font Awesome Free 6.5.1 by @fontawesome - https://fontawesome.com
+ * License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License)
+ * Copyright 2023 Fonticons, Inc.
+ */
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new file mode 100644
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diff --git a/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.ttf b/_static/vendor/fontawesome/6.5.1/webfonts/fa-v4compatibility.ttf
new file mode 100644
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diff --git a/_static/webpack-macros.html b/_static/webpack-macros.html
new file mode 100644
index 00000000..243a8589
--- /dev/null
+++ b/_static/webpack-macros.html
@@ -0,0 +1,31 @@
+<!--
+  AUTO-GENERATED from webpack.config.js, do **NOT** edit by hand.
+  These are re-used in layout.html
+-->
+{# Load FontAwesome icons #}
+{% macro head_pre_icons() %}
+  <link href="{{ pathto('_static/vendor/fontawesome/6.5.1/css/all.min.css', 1) }}?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2', 1) }}" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="{{ pathto('_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2', 1) }}" />
+{% endmacro %}
+
+{% macro head_pre_assets() %}
+  <!-- Loaded before other Sphinx assets -->
+  <link href="{{ pathto('_static/styles/theme.css', 1) }}?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/bootstrap.css', 1) }}?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+<link href="{{ pathto('_static/styles/pydata-sphinx-theme.css', 1) }}?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+{% endmacro %}
+
+{% macro head_js_preload() %}
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=8d27b9dea8ad943066ae" />
+<link rel="preload" as="script" href="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=8d27b9dea8ad943066ae" />
+  <script src="{{ pathto('_static/vendor/fontawesome/6.5.1/js/all.min.js', 1) }}?digest=8d27b9dea8ad943066ae"></script>
+{% endmacro %}
+
+{% macro body_post() %}
+  <!-- Scripts loaded after <body> so the DOM is not blocked -->
+  <script src="{{ pathto('_static/scripts/bootstrap.js', 1) }}?digest=8d27b9dea8ad943066ae"></script>
+<script src="{{ pathto('_static/scripts/pydata-sphinx-theme.js', 1) }}?digest=8d27b9dea8ad943066ae"></script>
+{% endmacro %}
\ No newline at end of file
diff --git a/changelog.html b/changelog.html
new file mode 100644
index 00000000..70fa6835
--- /dev/null
+++ b/changelog.html
@@ -0,0 +1,1038 @@
+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="./" >
+
+  <head>
+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Change Log &#8212; WOMBAT</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
+    document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
+  </script>
+  
+  <!-- Loaded before other Sphinx assets -->
+  <link href="_static/styles/theme.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+<link href="_static/styles/bootstrap.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+<link href="_static/styles/pydata-sphinx-theme.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+
+  
+  <link href="_static/vendor/fontawesome/6.5.1/css/all.min.css?digest=8d27b9dea8ad943066ae" rel="stylesheet" />
+  <link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-solid-900.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-brands-400.woff2" />
+<link rel="preload" as="font" type="font/woff2" crossorigin href="_static/vendor/fontawesome/6.5.1/webfonts/fa-regular-400.woff2" />
+
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=fa44fd50" />
+    <link rel="stylesheet" type="text/css" href="_static/styles/sphinx-book-theme.css?v=384b581d" />
+    <link rel="stylesheet" type="text/css" href="_static/togglebutton.css?v=13237357" />
+    <link rel="stylesheet" type="text/css" href="_static/copybutton.css?v=76b2166b" />
+    <link rel="stylesheet" type="text/css" href="_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
+    <link rel="stylesheet" type="text/css" href="_static/sphinx-thebe.css?v=4fa983c6" />
+    <link rel="stylesheet" type="text/css" href="_static/design-style.1e8bd061cd6da7fc9cf755528e8ffc24.min.css?v=0a3b3ea7" />
+  
+  <!-- Pre-loaded scripts that we'll load fully later -->
+  <link rel="preload" as="script" href="_static/scripts/bootstrap.js?digest=8d27b9dea8ad943066ae" />
+<link rel="preload" as="script" href="_static/scripts/pydata-sphinx-theme.js?digest=8d27b9dea8ad943066ae" />
+  <script src="_static/vendor/fontawesome/6.5.1/js/all.min.js?digest=8d27b9dea8ad943066ae"></script>
+
+    <script src="_static/documentation_options.js?v=30a733bc"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
+    <script src="_static/clipboard.min.js?v=a7894cd8"></script>
+    <script src="_static/copybutton.js?v=f281be69"></script>
+    <script src="_static/scripts/sphinx-book-theme.js?v=efea14e4"></script>
+    <script>let toggleHintShow = 'Click to show';</script>
+    <script>let toggleHintHide = 'Click to hide';</script>
+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="_static/design-tabs.js?v=36754332"></script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script async="async" src="_static/sphinx-thebe.js?v=c100c467"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
+    <script>DOCUMENTATION_OPTIONS.pagename = 'changelog';</script>
+    <link rel="index" title="Index" href="genindex.html" />
+    <link rel="search" title="Search" href="search.html" />
+    <link rel="prev" title="Helpers and Plotting" href="API/utilities.html" />
+  <meta name="viewport" content="width=device-width, initial-scale=1"/>
+  <meta name="docsearch:language" content="python"/>
+  </head>
+  
+  
+  <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">
+
+  
+  
+  <a id="pst-skip-link" class="skip-link" href="#main-content">Skip to main content</a>
+  
+  <div id="pst-scroll-pixel-helper"></div>
+  
+  <button type="button" class="btn rounded-pill" id="pst-back-to-top">
+    <i class="fa-solid fa-arrow-up"></i>
+    Back to top
+  </button>
+
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          name="__primary"
+          id="__primary"/>
+  <label class="overlay overlay-primary" for="__primary"></label>
+  
+  <input type="checkbox"
+          class="sidebar-toggle"
+          name="__secondary"
+          id="__secondary"/>
+  <label class="overlay overlay-secondary" for="__secondary"></label>
+  
+  <div class="search-button__wrapper">
+    <div class="search-button__overlay"></div>
+    <div class="search-button__search-container">
+<form class="bd-search d-flex align-items-center"
+      action="search.html"
+      method="get">
+  <i class="fa-solid fa-magnifying-glass"></i>
+  <input type="search"
+         class="form-control"
+         name="q"
+         id="search-input"
+         placeholder="Search..."
+         aria-label="Search..."
+         autocomplete="off"
+         autocorrect="off"
+         autocapitalize="off"
+         spellcheck="false"/>
+  <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
+</form></div>
+  </div>
+  
+    <header class="bd-header navbar navbar-expand-lg bd-navbar">
+    </header>
+  
+
+  <div class="bd-container">
+    <div class="bd-container__inner bd-page-width">
+      
+      
+      
+      <div class="bd-sidebar-primary bd-sidebar">
+        
+
+  
+  <div class="sidebar-header-items sidebar-primary__section">
+    
+    
+    
+    
+  </div>
+  
+    <div class="sidebar-primary-items__start sidebar-primary__section">
+        <div class="sidebar-primary-item">
+
+  
+
+<a class="navbar-brand logo" href="index.html">
+  
+  
+  
+  
+  
+  
+    <p class="title logo__title">WOMBAT</p>
+  
+</a></div>
+        <div class="sidebar-primary-item"><ul class="navbar-icon-links navbar-nav"
+    aria-label="Icon Links">
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://github.com/WISDEM/WOMBAT" title="GitHub" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><span><i class="fa-brands fa-github fa-lg" aria-hidden="true"></i></span>
+            <span class="sr-only">GitHub</span></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://pypi.org/project/WOMBAT/" title="PyPI version" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><img src="https://img.shields.io/pypi/v/WOMBAT" class="icon-link-image" alt="PyPI version"/></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://pypi.org/project/WOMBAT/" title="PyPI downloads" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><img src="https://img.shields.io/pypi/dm/WOMBAT" class="icon-link-image" alt="PyPI downloads"/></a>
+        </li>
+        <li class="nav-item">
+          
+          
+          
+          
+          
+          
+          
+          
+          <a href="https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples" title="Launch Binder" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><img src="https://mybinder.org/badge_logo.svg" class="icon-link-image" alt="Launch Binder"/></a>
+        </li>
+</ul></div>
+        <div class="sidebar-primary-item">
+
+ <script>
+ document.write(`
+   <button class="btn navbar-btn search-button-field search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
+    <i class="fa-solid fa-magnifying-glass"></i>
+    <span class="search-button__default-text">Search</span>
+    <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd class="kbd-shortcut__modifier">K</kbd></span>
+   </button>
+ `);
+ </script></div>
+        <div class="sidebar-primary-item"><nav class="bd-links bd-docs-nav" aria-label="Main">
+    <div class="bd-toc-item navbar-nav active">
+        <p aria-level="2" class="caption" role="heading"><span class="caption-text">Getting Started</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a></li>
+<li class="toctree-l1"><a class="reference internal" href="contributing.html">Contributor's Guide</a></li>
+<li class="toctree-l1"><a class="reference internal" href="presentations.html">Presentations and Publications</a></li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="workshops/index.html">Workshops</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="workshops/nawea_wind_tech_2023.html">NAWEA WindTech 2023 WOMBAT Tutorial</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="team.html">Team</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Working With the Code Base</span></p>
+<ul class="current nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="examples/index.html">User Guide</a><input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-2"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/how_to.html">How To Use WOMBAT</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/strategy_demonstration.html">Servicing Strategies</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/metrics_demonstration.html">Demonstration of the Available Metrics</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/examples_reference.html">Examples Reference</a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="API/index.html">WOMBAT API</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
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+    <h1>Change Log</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-3-15-february-2024">v0.9.3 (15 February 2024)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-2-13-november-2023">v0.9.2 (13 November 2023)</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#general">General</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#bug-fixes">Bug Fixes</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-1-27-october-2023">v0.9.1 (27 October 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-27-october-2023">v0.9 (27 October 2023)</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">Bug Fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#general-updates">General Updates</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#methodology-updates">Methodology Updates</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#deprecations">Deprecations</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-8-1-28-august-2023">v0.8.1 (28 August 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-8-0-16-august-2023">v0.8.0 (16 August 2023)</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id2">Bug Fixes</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#features">Features</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id3">General</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-7-1-4-may-2023">v0.7.1 (4 May 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-7-0-3-may-2023">v0.7.0 (3 May 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-2-3-february-2023">v0.6.2 (3 February 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-1-31-january-2023">v0.6.1 (31 January 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-0-10-january-2023">v0.6.0 (10 January 2023)</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#new-and-updated-features">New and Updated Features</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#general-improvements">General Improvements</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#july-2022">0.5.1 (22 July 2022)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#june-2022">0.5.0 (30 June 2022)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#march-8">0.4.1 (2022-March-8)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#february-4">0.4.0 (2022-February-4)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#december-9">0.3.5 (2021-December-9)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#march-2">0.3.1 (2021-March-2)</a></li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="change-log">
+<h1>Change Log<a class="headerlink" href="#change-log" title="Link to this heading">#</a></h1>
+<section id="v0-9-3-15-february-2024">
+<h2>v0.9.3 (15 February 2024)<a class="headerlink" href="#v0-9-3-15-february-2024" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Reinstate the original time-based availability methodology, which is based on all
+turbines, not the wind farm total.</p></li>
+<li><p>Replace the <code class="docutils literal notranslate"><span class="pre">black</span></code> formatter with <code class="docutils literal notranslate"><span class="pre">ruff</span></code>.</p></li>
+<li><p>Adopt <code class="docutils literal notranslate"><span class="pre">pyupgrade</span></code> to ensure modern Python language usage.</p></li>
+<li><p>Add the NumPy 2.0 integration tool to Ruff.</p></li>
+</ul>
+</section>
+<section id="v0-9-2-13-november-2023">
+<h2>v0.9.2 (13 November 2023)<a class="headerlink" href="#v0-9-2-13-november-2023" title="Link to this heading">#</a></h2>
+<section id="general">
+<h3>General<a class="headerlink" href="#general" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Adds the PowerPoint file used in the NAWEA/WindTech 2023 Workshop.</p></li>
+<li><p>Updates all coming soon links and typos.</p></li>
+</ul>
+</section>
+<section id="bug-fixes">
+<h3>Bug Fixes<a class="headerlink" href="#bug-fixes" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Fixes an edge-case introduced in v0.9.1 where traveling during a crew transfer process is able to occur after the end of the simulation period.</p></li>
+<li><p>The documentation has been completely converted to a Jupyter Book paradigm due to a build issue found in the GitHub Actions.</p></li>
+</ul>
+</section>
+</section>
+<section id="v0-9-1-27-october-2023">
+<h2>v0.9.1 (27 October 2023)<a class="headerlink" href="#v0-9-1-27-october-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Removes the pre-public release analysis data and results, located at<code class="docutils literal notranslate"><span class="pre">library/original-outdated</span></code>, from the repository, but can be found in all releases prior to v0.9. This is being done to manage the package size and ensure it can be published to PyPI.</p></li>
+</ul>
+</section>
+<section id="v0-9-27-october-2023">
+<h2>v0.9 (27 October 2023)<a class="headerlink" href="#v0-9-27-october-2023" title="Link to this heading">#</a></h2>
+<section id="id1">
+<h3>Bug Fixes<a class="headerlink" href="#id1" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Repairs that had a weather delay extended repairs past the end of the shift now properly extend the repair into future shifts instead of completing early. This has a small negative impact on availability because that means some repairs can take longer than they had originally.</p></li>
+<li><p>Traveling to a system for a repair where the timing extends beyond the end of the shift, but into the next shift, is now registered as a shift delay just like travel weather delays that extend beyond the end of the current shift but before the start of the next shift. This has a small positive impact on availability because a turbine or cable may not start being repaired until weather is more consistently clear, rather than starting it and extending it for many shifts.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Windfarm.cable()</span></code> now correctly identifies 2 and 3 length cable naming conventions to differentiate which version of the cable id is being retrieved.</p></li>
+<li><p>An edge case where events occurred just after the end of a simulation has been resolved by checking the datetime stamp of that event and not adding any action log to the simulation that is after the <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.end_datetime</span></code>.</p></li>
+<li><p>A bug in how the total wind farm operating level was calculated is updated to account for substation downtime, rather than using a sum of all turbine values.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.time_based_availability</span></code> and <code class="docutils literal notranslate"><span class="pre">Metrics.production_based_availability</span></code> have been updated to use to take advantage of the above fix. Similarly, the time-based availability skews higher now, as is expected when taking into account all availability greater than 0, and the energy-based availability drops moderately as a result of accounting for the substation downtime.</p></li>
+</ul>
+</section>
+<section id="general-updates">
+<h3>General Updates<a class="headerlink" href="#general-updates" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.equipment_labor_cost_breakdowns</span></code> now has a <code class="docutils literal notranslate"><span class="pre">by_equipment</span></code> boolean flag, so that the labor and equipment costs can be broken down by category and equipment. Additionally, <code class="docutils literal notranslate"><span class="pre">total_hours</span></code> has been added to the results, resulting in fewer computed metrics across the same set of breakdowns.</p></li>
+<li><p>&quot;request canceled&quot; and &quot;complete&quot; are now updated in the logging to directly state if it's a &quot;repair&quot; or &quot;maintenance&quot; task that was completed or canceled to ensure consistency across the logging messages. As a result, <code class="docutils literal notranslate"><span class="pre">Metrics.task_completion_rate()</span></code> can now correctly differentiate between the completed tasks effectively.</p></li>
+<li><p>The use of unique naming for the servicing equipment is now enforced to ensure that there is no overlap and potential confusion in the model.</p></li>
+<li><p>New, experimental plotting functionality has been added via <code class="docutils literal notranslate"><span class="pre">wombat.utilities.plot</span></code>.</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">plot_farm_layout</span></code> plots the graph layout of the farm. Note that this will not work if realistic lat/lon pairs have not been provided in the layout CSV.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">plot_farm_availability</span></code> plots a line chart of the monthly overall windfarm availability. Additional toggles allow for the plotting of individual turbines in the background and/or a 95% confidence interval band around the farm's availability</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">plot_detailed_availability</span></code> plots a heatmap of the hourly turbine and farm operational levels to help in debugging simulations where availability may be running suspiciously low (i.e., a turbine might have shut down or a cable failure didn't get repaired within a reasonable time frame).</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation.service_equipment</span></code> is now a dictionary to provide clear access to the servicing equipment details.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code> requires both a library input and a file name input for the configuration after deprecating the <code class="docutils literal notranslate"><span class="pre">library</span></code> field from the configuration requirements due to it being cumbersome</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.opex()</span></code> provides the opex output by category if <code class="docutils literal notranslate"><span class="pre">by_category</span></code> is set to be <code class="docutils literal notranslate"><span class="pre">True</span></code></p></li>
+</ul>
+</section>
+<section id="methodology-updates">
+<h3>Methodology Updates<a class="headerlink" href="#methodology-updates" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Subassemblies and cables are now able to resample their next times to failure for all maintenance and failure activities, so that replacement events reset the timing for failures across the board.</p></li>
+<li><p>Systems are no longer interrupted once the servicing equipment addressing a repair or maintenance task is dispatched, and instead are interrupted just before the crew is transferred to begin repair, maintenance, or unmooring. This has a small net positive increase in the availability for short travel distances, but can vary if the travel time is more than a few hours (i.e., large distance to port, slow travel due to weather, &amp; etc.)</p></li>
+<li><p>When a tow to port repair is in the queue, no other repairs or maintenance activities will occur for that turbine until it's brought into port for repairs.</p></li>
+</ul>
+</section>
+<section id="deprecations">
+<h3>Deprecations<a class="headerlink" href="#deprecations" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>The original library structure has been fully deprecated, please see the Reference/How To example for more details on converting data that has not yet been updated.</p></li>
+<li><p>All PySAM functionality has been deprecated as it's no longer relevant to this work.</p></li>
+<li><p>The <code class="docutils literal notranslate"><span class="pre">Simulation.config</span></code> no longer requires the <code class="docutils literal notranslate"><span class="pre">library</span></code> field to reduce conflicts with sharing data between users.</p></li>
+</ul>
+</section>
+</section>
+<section id="v0-8-1-28-august-2023">
+<h2>v0.8.1 (28 August 2023)<a class="headerlink" href="#v0-8-1-28-august-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Fixes a bug where servicing equipment waiting for the next operational period at the end of a simulation get stuck in an infinite loop because the timeout is set for just prior to the end of the simulation, and not just after the end of the simulation's maximum run time.</p></li>
+</ul>
+</section>
+<section id="v0-8-0-16-august-2023">
+<h2>v0.8.0 (16 August 2023)<a class="headerlink" href="#v0-8-0-16-august-2023" title="Link to this heading">#</a></h2>
+<section id="id2">
+<h3>Bug Fixes<a class="headerlink" href="#id2" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Most of the <code class="docutils literal notranslate"><span class="pre">#</span> <span class="pre">type:</span> <span class="pre">ignore</span></code> comments have been removed, or the past errors have been resolved</p></li>
+<li><p>Failure and maintenance logic in the <code class="docutils literal notranslate"><span class="pre">Cable</span></code> and <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code> models have been wrapped in <code class="docutils literal notranslate"><span class="pre">if</span></code>/<code class="docutils literal notranslate"><span class="pre">else</span></code> blocks to ensure previously unreachable code still can't be reached under limited conditions</p></li>
+<li><p>Fixes a bug in where the mobilization duration is logged. Previously, the mobilization duration was logged upon completion, but now is logged while during the actual mobilizing, with costs still being logged upon completion.</p></li>
+<li><p>Fixes an uncommon error where repairs are made twice causing the simulation to fail. This was caused by a control mismatch in the unscheduled repair process, and was fixed by better tracking and controlling when a repair moves from &quot;pending&quot; (submitted), to &quot;processing&quot; (handed off to the servicing equipment for repair or to the port for a tow-to-port repair cycle), to &quot;completed&quot; (the repair is registered as complete). Additionally, the servicing equipment no longer relies on receiving the first repair from the repair manager on dispatch, and follows the same <code class="docutils literal notranslate"><span class="pre">get_next_request()</span></code> logic that will occur following the initial dispatch and repair.</p></li>
+<li><p>Fixes an error where a repair has <code class="docutils literal notranslate"><span class="pre">replacement=True</span></code> and <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> &lt; 1 both resets the <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> back to 1 and readjusts for the <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>, which can cause <code class="docutils literal notranslate"><span class="pre">operating_level</span></code> &gt; 100%</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.crew_transfer()</span></code> uses a while loop in place of an <code class="docutils literal notranslate"><span class="pre">if</span></code> with recursion strategy to handle unsafe transfer conditions to continuously wait until the next shift's available window.</p></li>
+</ul>
+</section>
+<section id="features">
+<h3>Features<a class="headerlink" href="#features" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">non_stop_shift</span></code> attribute to <code class="docutils literal notranslate"><span class="pre">ServiceEquipmentData</span></code>, <code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData</span></code>, <code class="docutils literal notranslate"><span class="pre">ScheduledServiceEquipmentData</span></code>, and <code class="docutils literal notranslate"><span class="pre">PortConfig</span></code> that is set in the post-initialization hook or through <code class="docutils literal notranslate"><span class="pre">DateLimitsMixin._set_environment_shift()</span></code> to ensure it is updated appropriately. Additionally, all checks for a 24 hour shift now check for the <code class="docutils literal notranslate"><span class="pre">non_stop_shift</span></code> attribute.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.emissions()</span></code> has been added to the list of available metrics to calculate the emissions from idling at port or sea, tranisiting, and maneuvering. Co-authored by and inspired by analysis work from &#64;hemezz.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation</span></code> now accepts a <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> or <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> variable to seed the random number generators for Weibull failure timeouts and wait timing between event completions. Setting the <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> to the same value from one simulation to the next will net the same results between different simulations, whereas the <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> can be used to use the same generator for a batch of simulations.</p></li>
+</ul>
+</section>
+<section id="id3">
+<h3>General<a class="headerlink" href="#id3" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>All <code class="docutils literal notranslate"><span class="pre">assert</span></code> statements are now only called when type checking is performed</p></li>
+<li><p>Replaces all <code class="docutils literal notranslate"><span class="pre">.get(lamda</span> <span class="pre">x:</span> <span class="pre">x</span> <span class="pre">==</span> <span class="pre">request)</span></code> with a 10x faster <code class="docutils literal notranslate"><span class="pre">.get(lambda</span> <span class="pre">x:</span> <span class="pre">x</span> <span class="pre">is</span> <span class="pre">request)</span></code> to more efficiently filter out the desired event to be removed from the repair manager and port repair management.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather</span></code> is now a Polars DataFrame to improve efficiency and indexing bottlenecks introduced in Pandas 2.0.</p></li>
+<li><p>All subassembly cable files are read in once, and stored in a dictionary to provide a modest speed up for the simulation initialization.</p></li>
+</ul>
+</section>
+</section>
+<section id="v0-7-1-4-may-2023">
+<h2>v0.7.1 (4 May 2023)<a class="headerlink" href="#v0-7-1-4-may-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Features</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> now includes the time_to_start, representing the time between when a request is submitted, and when the repairs officially start.</p></li>
+<li><p>Expand the acceptable date formats for the weather profiles to allow for year-first.</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="v0-7-0-3-may-2023">
+<h2>v0.7.0 (3 May 2023)<a class="headerlink" href="#v0-7-0-3-may-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Replace Flake8 and Pylint in the pre-commit workflow with ruff, and fix/ignore the resulting errors as appropriate</p></li>
+<li><p>Features:</p>
+<ul>
+<li><p>Weather data now has the ability to contain more than just the required &quot;windspeed&quot; and &quot;waveheight&quot; columns. This will allow for easier expansion of the weather model in the future, and increase compatibility with other NREL techno economic modeling frameworks.</p></li>
+</ul>
+</li>
+<li><p>Bug fixes:</p>
+<ul>
+<li><p>Maintenance and failure simulation process interruptions were occuring prior to starting the process timing, and causing simulation failures.</p></li>
+<li><p>Duplicated parameters were being processed in <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action</span></code> stemming from improper handling of varying parameters in some of the more complex control flow logic in <em>in situ</em> repairs.</p></li>
+<li><p>Another edge case of negative delays during crew transfers where there is insufficient time remaining in the shift after account for weather, so the method was called recursively, but not exiting the original loop.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Port</span></code> management of <em>in situ</em> and tow-to-port capable tugboats wasn't properly accounting for tugboats of varying capabilities, and assuming all tugboats could do both. The vessel management and repair processing were out of sync causing duplicated turbine servicing/towing.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> has consolidated the dispatching of servicing equipment to be the following categories instead of the previously complex logic:</p>
+<ul>
+<li><p>If a request is a tow-to-port category, have the port initiate the process</p></li>
+<li><p>If the dispatching thresholds are met, then have the port initiate a repair for port-based servicing equipment, otherwise the repair manager will dispatch the appropriate servicing equipment.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceEquipment.weather_delay()</span></code> no longer silently processes a second weather delay.</p></li>
+<li><p>Intra-site travel is now correctly logging the distance and duration of traveling between systems at the site by moving the location setting logic out of <code class="docutils literal notranslate"><span class="pre">crew_transfer</span></code> method and being entirely maintained within, or next to, the <code class="docutils literal notranslate"><span class="pre">travel</span></code> method of <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> now properly waits to dispatch servicing equipment until they are no longer under service from another servicing equipment unit.</p></li>
+<li><p>Servicing equipment are no longer simultaneously dispatched from both the <code class="docutils literal notranslate"><span class="pre">Port</span></code> and <code class="docutils literal notranslate"><span class="pre">RepairManager</span></code> causing simulations to potentially error out when the <code class="docutils literal notranslate"><span class="pre">System.servicing</span></code> or <code class="docutils literal notranslate"><span class="pre">Cable.servicing</span></code> statuses are overridden by the second-in-line servicing equipment. This was resolved by the port waiting for the turbine, a tugboat, and a spot at port to become available, then immediately halting the turbine, and starting the tow-in logic.</p></li>
+<li><p>Missing <code class="docutils literal notranslate"><span class="pre">ServiceEquipment.dispatched</span></code> status updates have been amended, so no matter the operation, a piece of servicing equipment should be set to <code class="docutils literal notranslate"><span class="pre">dispatched</span> <span class="pre">=</span> <span class="pre">True</span></code> until the crew is back and repair is completed.</p></li>
+<li><p>To avoid multiple dispatches to a single turbine, cable, or substation, or multiple dispatches of a single vessel/onsite equipment, a random timeout between 0 and 30 seconds (in simulation time) is processed, then a status double-checking occurs.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> now includes the &quot;N&quot; column to indicate the number of processes that fall into each category.</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="v0-6-2-3-february-2023">
+<h2>v0.6.2 (3 February 2023)<a class="headerlink" href="#v0-6-2-3-february-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Warnings from Pandas <code class="docutils literal notranslate"><span class="pre">.groupby()</span></code> calls have been silenced by shifting the column filtering to before the groupby method call.</p></li>
+<li><p>Fixed the towing to port logging message, and subsequent <code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows()</span></code> search criteria to correctly calculate the number of tows in each direction.</p></li>
+<li><p>Fixes a bug in the crew transfer logic where the travel time back to port is longer than the weather delay itself, and a negative time delay is incorrectly attempted to be processed.</p></li>
+</ul>
+</section>
+<section id="v0-6-1-31-january-2023">
+<h2>v0.6.1 (31 January 2023)<a class="headerlink" href="#v0-6-1-31-january-2023" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>A hot fix for the code comparison data not being found when installing from PyPI, which was caused by missing <code class="docutils literal notranslate"><span class="pre">__init__.py</span></code> files in the reconfigured library structure.</p></li>
+</ul>
+</section>
+<section id="v0-6-0-10-january-2023">
+<h2>v0.6.0 (10 January 2023)<a class="headerlink" href="#v0-6-0-10-january-2023" title="Link to this heading">#</a></h2>
+<p>In v0.6, due to a series of bug fixes, logic improvements, and feature additions (all described below), users can expect mild to significant shifts in their results. These shifts, while startling, move WOMBAT towards more accurate results now that servicing equipment can't be dispatched multiple times in a row, statuses can't be reset without failure. Additionally, in our validation cases this has led to an average speedup of 71%, or 3.5x faster run times.</p>
+<section id="new-and-updated-features">
+<h3>New and Updated Features<a class="headerlink" href="#new-and-updated-features" title="Link to this heading">#</a></h3>
+<ul>
+<li><p>Environmental and logistics considerations via prohibited operations periods and speed reduction periods.</p>
+<ul class="simple">
+<li><p>All periods can be set for each servicing equipment, or across the board when set at the environment level</p></li>
+<li><p>For ports, the same logic applies where the environment can set the port variables and the port can set its associated tugboats' variables</p></li>
+<li><p>When a setting is defined in multiple locations, the more conservative restriction is applied</p></li>
+<li><p>Variables <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code>, <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> create the annualized period where operations are prohibited, resulting in the creation of the array <code class="docutils literal notranslate"><span class="pre">non_operational_dates</span></code> and set <code class="docutils literal notranslate"><span class="pre">non_operational_dates_set</span></code>.</p></li>
+<li><p>Variables <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code>, <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code> create the annualized period where the maximum speed, <code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code>, for all operations is imposed, resulting in the creation of the array <code class="docutils literal notranslate"><span class="pre">reduced_speed_dates</span></code> and set <code class="docutils literal notranslate"><span class="pre">reduced_speed_dates_set</span></code>.</p></li>
+</ul>
+</li>
+<li><p>Export Cables</p>
+<ul class="simple">
+<li><p>Models the export cabling system as a single cable between the substation and the interconnection point or as a connection between multiple substations. For multiple connected substations, the model assumes they are independent systems.</p></li>
+<li><p>Adds support for &quot;type&quot; in the wind farm layout CSV file, which should be filled with either &quot;substation&quot; or &quot;turbine&quot;. This column supports multi-substation farms so that accurate plots and connections can be made. For instance, multiple connected substations, can now be accurately rendered and modeled in the farm.</p></li>
+<li><p>Adds support for &quot;upstream_cable_name&quot; in the wind farm layout CSV file, to provide an individualized name to a cable in place of using the name field in the cable settings file for all similar cables.</p></li>
+</ul>
+</li>
+<li><p>New library structure that mirrors ORBIT (see below diagram)! In v0.7, the original library structure will be officially deprecated in favor of the below, and during the v0.6 lifecycle a warning will be raised to instruct users where to place and structure folders going forward.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>&lt;library&gt;
+  ├── project
+    ├── config       &lt;- Project-level configuration files
+    ├── port         &lt;- Port configuration files
+    ├── plant        &lt;- Wind farm layout files
+  ├── cables         &lt;- Export and Array cable configuration files
+  ├── substructures  &lt;- Substructure configuration files
+  ├── turbines       &lt;- Turbine configuration and power curve files
+  ├── vessels        &lt;- Land-based and offshore servicing equipment configuration files
+  ├── weather        &lt;- Weather profiles
+  ├── results        &lt;- The analysis log files and any saved output data
+</pre></div>
+</div>
+<ul class="simple">
+<li><p>Adds <code class="docutils literal notranslate"><span class="pre">create_library_structure</span></code> to <code class="docutils literal notranslate"><span class="pre">wombat.core.library</span></code> so that users can create the appropriate folder structure for a new project without having to manually create each and every folder.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Maintenance.operation_reduction</span></code> has been enabled to better resemble the effect of unaddressed maintenance.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Failure</span></code> now has a boolean flag for <code class="docutils literal notranslate"><span class="pre">replacement</span></code> to indicate if a replacement is required, which allows for operational shutdowns without necessitating a full replacement of the subassembly. Additionally, this flag enables a replacement event for non-shutdown failures.</p></li>
+</ul>
+</section>
+<section id="general-improvements">
+<h3>General Improvements<a class="headerlink" href="#general-improvements" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Bump Python versioning requirements to 3.8+</p></li>
+<li><p>Add PyArrow dependency for fasting save/load processes for CSV reading and writing</p></li>
+<li><p>Convert boolean operational statuses for <code class="docutils literal notranslate"><span class="pre">System</span></code>, <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code>, <code class="docutils literal notranslate"><span class="pre">Cable</span></code>, and <code class="docutils literal notranslate"><span class="pre">ServiceEquipment</span></code> to SimPy events for more efficient processing and accurate delays for restarting</p></li>
+<li><p>Fix numerous bugs in the repair logic introduced by the use of boolean checks and status switches, which also improve simulation performance. These issues were primarily caused by erroneously resetting the status, but with the new event setting and <code class="docutils literal notranslate"><span class="pre">.succeed()</span></code> logic to clear an operation, the previously incorrect resetting is much harder to do.</p></li>
+<li><p>Continue to improve the performance of low-level simulation operations to realize further improvements in memory usage and simulation performance</p></li>
+<li><p>Logging is now based on directly writing to CSV in place of the <code class="docutils literal notranslate"><span class="pre">logging</span></code>-based infrastructure</p>
+<ul>
+<li><p>All underlying infrastructure withing the simulation have also been updated to accommodate the different file types, which allows for more direct interaction at the end of the simulation and enables PyArrow CSV read/write</p></li>
+<li><p>This enables:</p>
+<ul>
+<li><p>deprecation warnings to be passed directly to the terminal/notebook without interfering with the file handling</p></li>
+<li><p>reasonable speedups to simulation times by not having additional overhead from the logging and buffering</p></li>
+</ul>
+</li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics.process_times()</span></code> has been converted to efficient pandas code for fast computation.</p></li>
+<li><p>The Metrics example usage documentation page has been rewritten and reformatted to provide more helpful information to users</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Metrics</span></code> methods now accurately account for the effect of substation operating reductions on upstream turbines so that each substation's subgraph multiplies the turbine operating capacity by the substation operating capacity.</p></li>
+<li><p>Fixes a bug in the <code class="docutils literal notranslate"><span class="pre">RepairManager.get_next_highest_severity_request()</span></code> where requests aren't processed in first in, first out order with a severity level priority.</p></li>
+<li><p>Remove duplicated logic in the <code class="docutils literal notranslate"><span class="pre">Subassembly</span></code> and <code class="docutils literal notranslate"><span class="pre">Cable</span></code> maintenance and failure modeling ensuring that repetitive logic is identical between scenarios.</p></li>
+</ul>
+</section>
+</section>
+<section id="july-2022">
+<h2>0.5.1 (22 July 2022)<a class="headerlink" href="#july-2022" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Updates to use the most recent pandas API/recommendations, which fixes numerous warnings in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+<li><p>Fixes inconsistency in returning floats vs <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code>s in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+<li><p>Updates the examples to work with the returned <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> values, and adds warnings about the change in usage</p></li>
+<li><p>Updates the documentation configuration to be compatible with the latest sphinx book theme API usage</p></li>
+<li><p>Adds a potential fix to an occasional issue where the logging files can't be deleted using <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.cleanup_log_files()</span></code> because the file is still considered to be in use</p></li>
+</ul>
+</section>
+<section id="june-2022">
+<h2>0.5.0 (30 June 2022)<a class="headerlink" href="#june-2022" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Adds capabilities: &quot;TOW&quot; and &quot;AHV&quot; for tugboat/towing equipment and anchor-handling vessels</p></li>
+<li><p>Adds a tow-to-port strategy that is activated for repairs with the &quot;TOW&quot; capability in the servicing</p></li>
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">Port</span></code> class to handle the tow-to-port class and tugboat-based service requests</p></li>
+<li><p>Allows for any name to define the subassemblies of a turbine or substation to enable users to use the naming conventions they are most familiar with or most meaningful for their own work</p></li>
+<li><p>Minor bug fixes in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class to improve stability, improve code reuse, and documentation\</p></li>
+<li><p>Adds nearly all documentation updates from PR #39 as a result of an internal code review, but makes the changes in the source files that generate the example notebooks, so is not a direct merge</p></li>
+<li><p>Adds an annual fee to <code class="docutils literal notranslate"><span class="pre">PortConfig.annual_fee</span></code> that gets applied monthly, though is not included in any metrics yet.</p></li>
+<li><p>Adds <code class="docutils literal notranslate"><span class="pre">UnscheduledServiceEquipmentData.tow_speed</span></code> to differentiate between towing speeds and traveling speeds required between port and site, and implements the towing speed application appropriately</p></li>
+<li><p>Adds a <code class="docutils literal notranslate"><span class="pre">location</span></code> flag to the events logging infrastructure and implements its usage across the simulation architecture</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.number_of_tows</span></code> to track the number of tows and provides breakdowns as needed</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.vessel_crew_hours_at_sea</span></code> to track the number of vessel or crew hours at sea</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.port_fees</span></code> to calculate any port fees associated with a project</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.opex</span></code> to calculate a project's operational expenditures</p></li>
+<li><p>Creates the metric <code class="docutils literal notranslate"><span class="pre">Metrics.NPV</span></code> to calculate a project's net present value</p></li>
+<li><p>Modifies <code class="docutils literal notranslate"><span class="pre">Metrics.project_fixed_costs</span></code> to have more time resolutions to align with the OpEx calculation options</p></li>
+<li><p>Fixes some results formatting inconsistencies in the <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> class</p></li>
+</ul>
+</section>
+<section id="march-8">
+<h2>0.4.1 (2022-March-8)<a class="headerlink" href="#march-8" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Adds code diagrams to demonstrate how the various components connect</p></li>
+<li><p>Updates the documentation to be better in line with the current state of the software</p></li>
+<li><p>Fixes a bug that allowed the x_metrics_inputs.yaml file to persist after the cleanup method is called.</p></li>
+<li><p>Updates the provided library content structure to account for future updates</p></li>
+</ul>
+</section>
+<section id="february-4">
+<h2>0.4.0 (2022-February-4)<a class="headerlink" href="#february-4" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Testing now included!</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">pathlib.Path</span></code> is used in place of <code class="docutils literal notranslate"><span class="pre">os</span></code> throughout for easier to read file maneuvering.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">attrs.define</span></code> and <code class="docutils literal notranslate"><span class="pre">attrs.field</span></code> have been adopted in place of <code class="docutils literal notranslate"><span class="pre">attr.s</span></code> and <code class="docutils literal notranslate"><span class="pre">attr.ib</span></code>, respectively.</p></li>
+<li><p>Typing style is updated for future python type annotations as, e.g., <code class="docutils literal notranslate"><span class="pre">Union[List[str],</span> <span class="pre">str]</span></code> -&gt;
+<code class="docutils literal notranslate"><span class="pre">list[str]</span> <span class="pre">|</span> <span class="pre">str</span></code>.</p></li>
+<li><p>Unused imports have been further cleaned up.</p></li>
+<li><p>Better caching of commonly computed values for faster simulations</p></li>
+<li><p>Simulation metrics are now able to be saved for later reloading and use.</p></li>
+<li><p>Minor documentation updates, mostly in the examples section for changed API usage.</p></li>
+<li><p>Validation cases have been re-run for the most up-to-date version.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.System</span></code> no longer requires every subassembly model to be
+defined for increased flexibility and ease of definition of turbine simulations</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.utilities.hours_until_future_hour()</span></code> correctly moves to the expected hour in the future,
+regardless of the number of days that are added.</p></li>
+<li><p>The IEA Task 26 validation cabling vessel was renamed from &quot;cabling.yaml&quot; to &quot;cabling_scheduled.yaml&quot;
+for consistent naming conventions.</p></li>
+<li><p>Improved error messages throughout.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation</span></code> no longer accepts <code class="docutils literal notranslate"><span class="pre">name</span></code> as an input, and reads it
+directly from the configuration.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation.run</span></code> now has a <code class="docutils literal notranslate"><span class="pre">create_metrics</span></code> flag that defaults to <code class="docutils literal notranslate"><span class="pre">True</span></code>
+to indicate if the metrics suite should be created, so that <code class="docutils literal notranslate"><span class="pre">False</span></code> can be used if numerous
+analyses will be run and post-processed after the fact.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.simulation_api.Simulation.save_metrics_inputs</span></code> added to allow for saving
+the elements required to recreate a <code class="docutils literal notranslate"><span class="pre">Metrics</span></code> object at a later point in time.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.workday_start</span></code> and
+<code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.workday_end</span></code> are better validated for edge cases.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment._weather_setup</span></code> validates the start and end points
+against the provided weather profile and against each other to ensure they are valid boundaries.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.cleanup_log_files</span></code> will only try to delete files that actually
+exist to avoid unexpected simulation failures at the last step.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.date_ix</span></code> accepts <code class="docutils literal notranslate"><span class="pre">datetime.datetime</span></code> and <code class="docutils literal notranslate"><span class="pre">datetime.date</span></code> inputs to
+avoid unnecesary errors or manipulations in a simulation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.log_action</span></code> now only accepts numeric inputs for
+<code class="docutils literal notranslate"><span class="pre">system_ol</span></code> and <code class="docutils literal notranslate"><span class="pre">part_ol</span></code>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.weather_forecast</span></code> now rounds the starting time down to
+include the current hour, which fixes a bug in some edge cases where a crew transfer at the end
+of the shift gets stuck and has to wait until the next shift despite ample time to transfer.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.environment.WombatEnvironment.is_workshift</span></code> correctly accounts for around the clock
+shifts.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.data_classes.annual_date_range</span></code> now uses <code class="docutils literal notranslate"><span class="pre">numpy.hstack</span></code> to construct 1-D
+multiple year date ranges to ensure there is no nesting of data.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.submit_request</span></code> will only attempt to deploy servicing
+equipment for strategies that have been initialized to reduce unnecessarily running code.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_turbine</span></code> was renamed to
+<code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_system</span></code> to explicitly include substations.
+to remove repeated calculations and checks.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.get_request_by_severity</span></code> request checking was optimized
+to remove repeated calculations and checks.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.repair_management.RepairManager.purge_subassembly_requests</span></code> no longer prematurely exits
+the loop to purge unnecessary requests from the logs in case of a replacement being required.
+Additionally, an <code class="docutils literal notranslate"><span class="pre">exclude</span></code> parameter has been added for niche use cases where all but a couple
+of requests will need to be removed.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment</span></code> has more attributes for tracking its location
+throughout a simulation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window</span></code> now rounds
+float inputs up to the nearest whole number to ensure the proper length window is retrieved.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window</span></code> uses <code class="docutils literal notranslate"><span class="pre">math.ceil</span></code>
+in place of <code class="docutils literal notranslate"><span class="pre">np.ceil().astype(int)</span></code> for strictly python data types in computation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.travel</span></code> consistently resets the location attributes
+when moving between site and port to fix bugs in the end location.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.crew_transfer</span></code> now indicates when the crew is
+actually being transferred, and updates the equipment's location post-transfer. Additionally, the
+travel time in delays is now accounted for, so the actually elapsed time is accounted for in
+processing weather delays. A bug in processing weather delays is fixed and uses the correct <code class="docutils literal notranslate"><span class="pre">SimPy</span></code>
+timeout call so that the simulation does not get stuck due to improper calling.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.process_repair</span></code> adds a safety window to account
+for the crew having enough time to safely transfer back to the equipment. This logic is likely
+not entirely fixed, but is sufficiently fixed for the time being.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.process_repair</span></code>:</p>
+<ul>
+<li><p>fixes a bug in the hours to process calculation by reconfiguring the control flow for both
+simplicity and accuracy.</p></li>
+<li><p>Additionally, the equipment will travel back to port if the work shift is over, so the equipment
+does not skip steps the repair logic.</p></li>
+<li><p>Weather delays will also not be processed if the actual repair is finished, and will be moved to
+the crew transfer step.</p></li>
+<li><p>The hours required vs hours available is reset for equipment that have around the clock shifts,
+so the timing is not arbitrarily capped, which also reduces the number of steps in the simulation.</p></li>
+<li><p>The work shift indicator check now accounts for the equipment's specific work shift settings, and
+not the environment's to ensure the proper operating parameters are used.</p></li>
+<li><p>The control flow for if there isn't enough time to perform the repair is updated to accurately
+account for when and where the equipment needs to travel</p></li>
+<li><p>Cables are no longer retrieved through system and causing an error when processing their repairs.</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time</span></code> now accounts for a
+speed of 0 km/hr so that function will not error out when there is a travel distance, but no speed.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.run_scheduled</span></code> now sets the <code class="docutils literal notranslate"><span class="pre">onsite</span></code> variable
+for equipment that are always on site for more consistent handling of the onsite attribute.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period</span></code> now resets
+the equipment's location attributes so its location can't incorrectly persist from the last step.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly</span></code> correctly
+retrieves the cable information for upstream cables to be reset.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.service_equipment_utilization</span></code> has a new methodolgy that uses the
+actual number of days in operation instead of a backwards computation that consistently and
+accurately accounts for the days where the servicing equipment is in operation. Additionally, the
+filtering is updated to match the filter for total days, which also improves accuracy of results.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.from_simulation_outputs</span></code> classmethod was added to easily load
+simulation data for after-the-fact analyses.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code> operations logging message generation routines were optimized.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.system</span></code> was created in place of <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.node_system</span></code>
+as a convenience method for grabbing the <code class="docutils literal notranslate"><span class="pre">System</span></code> object from the windfarm graph layout.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm.cable</span></code> was created to replicate the <code class="docutils literal notranslate"><span class="pre">system</span></code> method for cable objects.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.Windfarm</span></code>, <code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code>, and
+<code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System</span></code> all have an operating level property that is the current
+operating level and one that does not account for if a system is being serviced, and therefore
+registered as non-operational. This fixes a bug in the dispatching of unscheduled service equipment
+when a repair request is submitted while a repair is occurring that drops the operating level below
+the strategy threshold. In the dispatching check we now are able to consider the operating level
+before a system was shut down for repairs and avoid improper dispatching.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code> now takes <code class="docutils literal notranslate"><span class="pre">end_node</span></code> in place of <code class="docutils literal notranslate"><span class="pre">upstream_nodes</span></code> to simplify
+the initialization process and be more explicit about the starting and ending points on the cable.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.interrupt_subassembly_processes</span></code> is now <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code>
+and only interrupts the cable's own maintenance and failure simulation processes.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes</span></code> wraps <code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code>
+to ensure similar functionality between system and subassembly methods for use in the simulations.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable</span></code> logging now properly records itself as the target of repairs
+and maintenance tasks instead of its starting node.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.cable.Cable.upstream_nodes</span></code> has been updated to be in the correct order
+the nodes sit on the string</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.subassembly.Subassembly.interrupt_subassembly_processes</span></code> is now
+<code class="docutils literal notranslate"><span class="pre">interrupt_processes</span></code> and only interrupts the cable's own maintenance and failure simulation processes.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System.interrupt_all_subassembly_processes</span></code> was added so that
+subassemblies are no longer directly interacting with each other, and the interruptions are caused
+by the system's themselves.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">wombat.windfarm.system.system.System.log_action</span></code> no returns the <code class="docutils literal notranslate"><span class="pre">Subassembly.id</span></code> instead of the
+<code class="docutils literal notranslate"><span class="pre">__repr__</span></code> for the object to create a legible log.</p></li>
+</ul>
+</section>
+<section id="december-9">
+<h2>0.3.5 (2021-December-9)<a class="headerlink" href="#december-9" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Downtime-based and requests-based unscheduled maintenance models have been added to
+servicing equipment.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Windfarm.current_availability</span></code> is able to account for multiple substations and is now
+an accurate calculation of the operating level across the windfarm.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Simulation.from_inputs()</span></code> is replaced by <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code> to be more
+straightforward for users.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ServiceCrew</span></code> has been added for expansion to multiple crews.</p></li>
+<li><p>Servicing equipment now have separate <code class="docutils literal notranslate"><span class="pre">travel</span></code> and <code class="docutils literal notranslate"><span class="pre">crew_transfer</span></code>, <code class="docutils literal notranslate"><span class="pre">weather_delay</span></code>,
+and <code class="docutils literal notranslate"><span class="pre">repair</span></code> functions to more realistically simulate the separate processes involved.</p></li>
+<li><p>The windfarm now has a distance matrix to calculate the distance between any two
+systems onsite, for instance, substation to cable, cable to turbine, etc.</p></li>
+<li><p>Bug fix in the task completion rate metric.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action()</span></code> enforces the use of keyword arguments with only 3
+required inputs.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">WombatEnvironment.weather_forecast()</span></code> outputs now include the datetime index.</p></li>
+<li><p>If no PySAM settings are provided, the <code class="docutils literal notranslate"><span class="pre">financial_model</span></code> will be set to <code class="docutils literal notranslate"><span class="pre">None</span></code> with a
+<code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code> being raised for any attempted usage of the PySAM powered
+functionality.</p></li>
+<li><p>Fix bugs in <code class="docutils literal notranslate"><span class="pre">Maintenance</span></code> and <code class="docutils literal notranslate"><span class="pre">Failure</span></code> initialization.</p></li>
+<li><p>Fix bugs in operating level accounting from recent updates.</p></li>
+<li><p>Update the Unicode typing in all docstrings.</p></li>
+<li><p>Update the documentation to account for all the recent changes, including adding a new
+demonstration notebook for the 3 new strategies.</p></li>
+</ul>
+</section>
+<section id="march-2">
+<h2>0.3.1 (2021-March-2)<a class="headerlink" href="#march-2" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Updated the <code class="docutils literal notranslate"><span class="pre">simulation/</span></code> folder to be a single-level <code class="docutils literal notranslate"><span class="pre">core/</span></code> directory.</p></li>
+<li><p>Updates the order of the keyword arguments for <code class="docutils literal notranslate"><span class="pre">WombatEnvironment.log_action()</span></code>, and makes all arguments keyword-only arguments.</p></li>
+</ul>
+</section>
+</section>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-1-27-october-2023">v0.9.1 (27 October 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-9-27-october-2023">v0.9 (27 October 2023)</a><ul class="nav section-nav flex-column">
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#deprecations">Deprecations</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-8-1-28-august-2023">v0.8.1 (28 August 2023)</a></li>
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+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-7-1-4-may-2023">v0.7.1 (4 May 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-7-0-3-may-2023">v0.7.0 (3 May 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-2-3-february-2023">v0.6.2 (3 February 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-1-31-january-2023">v0.6.1 (31 January 2023)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#v0-6-0-10-january-2023">v0.6.0 (10 January 2023)</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#new-and-updated-features">New and Updated Features</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#general-improvements">General Improvements</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#july-2022">0.5.1 (22 July 2022)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#june-2022">0.5.0 (30 June 2022)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#march-8">0.4.1 (2022-March-8)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#february-4">0.4.0 (2022-February-4)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#december-9">0.3.5 (2021-December-9)</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#march-2">0.3.1 (2021-March-2)</a></li>
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+<li class="toctree-l2"><a class="reference internal" href="API/utilities.html">Helpers and Plotting</a></li>
+</ul>
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+              
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+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Contributor's Guide</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#getting-started">Getting Started</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#keeping-your-fork-in-sync-with-wisdem-wombat">Keeping your fork in sync with WISDEM/WOMBAT</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#issue-tracking">Issue Tracking</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#issue-submission-checklist">Issue Submission Checklist</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#repository">Repository</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#coding-style">Coding Style</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#documentation">Documentation</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#testing">Testing</a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#scope">Scope</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#tests">Tests</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#test-coverage">Test Coverage</a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">Documentation</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#changelog">Changelog</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#release-process">Release Process</a></li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="contributor-s-guide">
+<h1>Contributor's Guide<a class="headerlink" href="#contributor-s-guide" title="Link to this heading">#</a></h1>
+<section id="getting-started">
+<span id="contributing-getting-started"></span><h2>Getting Started<a class="headerlink" href="#getting-started" title="Link to this heading">#</a></h2>
+<p>These contributing guidelines should be read by software developers wishing to contribute code or
+documentation changes into WOMBAT, or to push changes upstream to the main WISDEM/WOMBAT repository.</p>
+<ol class="arabic">
+<li><p>Create a fork of WOMBAT on GitHub</p></li>
+<li><p>Clone your fork of the repository</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>-b<span class="w"> </span>develop<span class="w"> </span>https://github.com/&lt;your-GitHub-username&gt;/WOMBAT.git
+</pre></div>
+</div>
+</li>
+<li><p>Move into the WOMBAT source code directory</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span><span class="w"> </span>WOMBAT/
+</pre></div>
+</div>
+</li>
+<li><p>Install WOMBAT in editable mode with the appropriate developer tools</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">&quot;.[dev]&quot;</span></code> is for the linting, autoformatting, testing, and code checking tools</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&quot;.[docs]&quot;</span></code> is for the documentation building tools. Ideally, developers should also be
+contributing to the documentation, and therefore checking that the documentation builds locally.</p></li>
+</ul>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span><span class="s2">&quot;.[dev,docs]&quot;</span>
+</pre></div>
+</div>
+</li>
+<li><p>Turn on the automated linting and code checking tools. Pre-commit runs at the commit level, and
+will only check files that have been modified and staged (e.g., <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">add</span> <span class="pre">&lt;your-changed-file&gt;</span></code>).</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pre-commit<span class="w"> </span>install
+</pre></div>
+</div>
+</li>
+</ol>
+</section>
+<section id="keeping-your-fork-in-sync-with-wisdem-wombat">
+<h2>Keeping your fork in sync with WISDEM/WOMBAT<a class="headerlink" href="#keeping-your-fork-in-sync-with-wisdem-wombat" title="Link to this heading">#</a></h2>
+<p>The &quot;main&quot; WOMBAT repository is regularly updated with ongoing research at NREL and beyond. After
+creating and cloning your fork from the previous section, you might be wondering how to keep it
+up to date with the latest improvements.</p>
+<p>Please note that the below process may introduce merge conflicts with your work, and this does not
+provide guidance about how to deal with those conflicts. Here is a good resource for working on
+<a class="reference external" href="https://www.atlassian.com/git/tutorials/using-branches/merge-conflicts">merge conflicts</a> that will
+inevitably arise in development work.</p>
+<ol class="arabic">
+<li><p>Ensure you're in the WOMBAT folder. This may look different depending on your operating system.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="nb">cd</span><span class="w"> </span>/your/path/to/WOMBAT/
+</pre></div>
+</div>
+</li>
+<li><p>If you haven't already, add WISDEM/WOMBAT as the &quot;upstream&quot; location (or whichever naming
+convention you prefer).</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>remote<span class="w"> </span>add<span class="w"> </span>upstream<span class="w"> </span>https://github.com/WISDEM/WOMBAT.git
+</pre></div>
+</div>
+<p>To find the name you've given WISDEM/WOMBAT again, you can simply run the following to display
+all the remote sources you're tracking.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>remote<span class="w"> </span>-v
+</pre></div>
+</div>
+</li>
+<li><p>Fetch all the remote changes</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>fetch<span class="w"> </span>--all
+</pre></div>
+</div>
+</li>
+<li><p>Sync the upstream (WISDEM) changes</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># If there was a new release this will need to be updated</span>
+git<span class="w"> </span>checkout<span class="w"> </span>main
+git<span class="w"> </span>pull<span class="w"> </span>upstream<span class="w"> </span>main
+
+<span class="c1"># Most common branch to bring up to speed</span>
+git<span class="w"> </span>checkout<span class="w"> </span>develop
+git<span class="w"> </span>pull<span class="w"> </span>upstream<span class="w"> </span>develop
+</pre></div>
+</div>
+</li>
+<li><p>Bring your feature branch up to date with the latest changes, assuming you started from the
+develop branch.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>checkout<span class="w"> </span>feature/your_contribution
+git<span class="w"> </span>merge<span class="w"> </span>develop
+</pre></div>
+</div>
+</li>
+</ol>
+</section>
+<section id="issue-tracking">
+<h2>Issue Tracking<a class="headerlink" href="#issue-tracking" title="Link to this heading">#</a></h2>
+<p>New feature requests, changes, enhancements, non-methodology features, and bug reports can be filed
+as new issues in the <a class="reference external" href="https://github.com/WISDEM/WOMBAT/issues">Github.com issue tracker</a> at any time.
+Please be sure to fully describe the issue.</p>
+<p>For other issues, please email <a class="reference external" href="mailto:rob&#46;hammond&#37;&#52;&#48;nrel&#46;gov">rob<span>&#46;</span>hammond<span>&#64;</span>nrel<span>&#46;</span>gov</a>.</p>
+<section id="issue-submission-checklist">
+<h3>Issue Submission Checklist<a class="headerlink" href="#issue-submission-checklist" title="Link to this heading">#</a></h3>
+<ol class="arabic simple">
+<li><p>Does the issue already exist?
+Yes: If you find your issue already exists, make relevant comments and add your
+<a class="reference external" href="https://github.com/blog/2119-add-reactions-to-pull-requests-issues-and-comments">reaction</a>.
+Use a reaction in place of a &quot;+1&quot; comment:</p>
+<ul class="simple">
+<li><p>👍 - upvote</p></li>
+<li><p>👎 - downvote</p></li>
+</ul>
+</li>
+<li><p>Is this an individual bug report or feature request?</p></li>
+<li><p>Can the bug be easily reproduced?</p>
+<ol class="arabic simple">
+<li><p>Be sure to include enough details about your setup and the issue you've encountered</p></li>
+<li><p>Simplify as much of the code as possible to better isolate the problem</p></li>
+</ol>
+</li>
+<li><p>Will someone else understand the issue or change requested given the information provided?</p></li>
+</ol>
+</section>
+</section>
+<section id="repository">
+<h2>Repository<a class="headerlink" href="#repository" title="Link to this heading">#</a></h2>
+<p>The WOMBAT repository is hosted on Github, and located here: <a class="github reference external" href="http://github.com/WISDEM/WOMBAT">WISDEM/WOMBAT</a></p>
+<p>This repository is organized using a modified git-flow system. Branches are organized as follows:</p>
+<ul class="simple">
+<li><p>main: Stable release version. Must have good test coverage and may not have all the newest features.</p></li>
+<li><p>develop: Development branch which contains the newest features. Tests must pass, but code may be
+unstable.</p></li>
+<li><p>feature/xxx: Feature ranch from develop, should reference a GitHub issue number.</p></li>
+<li><p>fix/xxx: Bug fix branch from develop, should reference a GitHub issue number. Can be based off
+main if this is a necessary patch.</p></li>
+</ul>
+<p>To work on a feature, please fork WOMBAT first and then create a feature branch in your own fork.
+Work out of this feature branch before submitting a pull request.</p>
+<p>Be sure to periodically synchronize the upstream develop branch into your feature branch to avoid
+conflicts in the pull request.</p>
+<p>When your branch is ready, make a pull request to WISDEM/WOMBAT through the
+<a class="reference external" href="https://github.com/WISDEM/WOMBATpulls">GitHub web interface</a>.</p>
+</section>
+<section id="coding-style">
+<h2>Coding Style<a class="headerlink" href="#coding-style" title="Link to this heading">#</a></h2>
+<p>This code uses a <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code> workflow where code styling and linting is taken care of when a user
+commits their code. Specifically, this code utilizes <code class="docutils literal notranslate"><span class="pre">black</span></code> for automatic formatting (line
+length, quotation usage, hanging lines, etc.), <code class="docutils literal notranslate"><span class="pre">isort</span></code> for automatic import sorting, <code class="docutils literal notranslate"><span class="pre">mypy</span></code>
+for typing, and <code class="docutils literal notranslate"><span class="pre">ruff</span></code> for linting.</p>
+<p>To activate the <code class="docutils literal notranslate"><span class="pre">pre-commit</span></code> workflow, the user must install the developer version as outlined in
+the <a class="reference internal" href="#contributing-getting-started"><span class="std std-ref">getting started section</span></a>, and run the following line:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pre-commit<span class="w"> </span>install
+</pre></div>
+</div>
+</section>
+<section id="documentation">
+<h2>Documentation<a class="headerlink" href="#documentation" title="Link to this heading">#</a></h2>
+<p>Documentation is written primarily using Markdown, with some components written in
+ReStructured Text, and is located in the <code class="docutils literal notranslate"><span class="pre">WOMBAT/docs/</span></code> directory. Additionally, all method and class
+documentation is written as NumPy-style docstrings in the code itself, with some aspects documented
+inline as needed.</p>
+<p>If the <code class="docutils literal notranslate"><span class="pre">docs</span></code> extras haven't already been installed, be sure to do so before you attempt to build
+the documentation site.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># Navigate to the top level directory of the repository</span>
+<span class="nb">cd</span><span class="w"> </span>WOMBAT/
+
+<span class="c1"># Install the additional dependencies</span>
+pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span><span class="s2">&quot;.[docs]&quot;</span>
+</pre></div>
+</div>
+<p>Now, run the build command as follows.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># Build the docs</span>
+jupyter-book<span class="w"> </span>build<span class="w"> </span>docs
+</pre></div>
+</div>
+</section>
+<section id="testing">
+<h2>Testing<a class="headerlink" href="#testing" title="Link to this heading">#</a></h2>
+<p>All code should be paired with a corresponding unit, regression, or integration test written with
+the pytest framework.</p>
+<p>To run the tests you can use any of the following commands, depending on your needs.</p>
+<ol class="arabic">
+<li><p>All the tests and check for test coverage:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pytest<span class="w"> </span>--cov<span class="o">=</span>WOMBAT
+</pre></div>
+</div>
+</li>
+<li><p>All the tests:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pytest
+</pre></div>
+</div>
+</li>
+</ol>
+</section>
+<section id="pull-request">
+<span id="contributing-pull-request"></span><h2>Pull Request<a class="headerlink" href="#pull-request" title="Link to this heading">#</a></h2>
+<p>Pull requests must be made for all changes. Most pull requests should be made against the develop
+branch unless patching a bug that needs to be addressed immediately, and only core developers should
+make pull requests to the main branch.</p>
+<p>All pull requests, regardless of the base branch, must include updated documentation and pass all
+tests. In addition, code coverage should not be significantly negatively affected.</p>
+<section id="scope">
+<h3>Scope<a class="headerlink" href="#scope" title="Link to this heading">#</a></h3>
+<p>Encapsulate the changes of one issue, or multiple if they are highly related. Three small pull
+requests is greatly preferred over one large pull request. Not only will the review process be
+shorter, but the review will be more focused and of higher quality, benefitting the author and code
+base. Be sure to write a complete description of these changes in the pull request body.</p>
+</section>
+<section id="tests">
+<h3>Tests<a class="headerlink" href="#tests" title="Link to this heading">#</a></h3>
+<p>All tests must pass. Pull requests will be rejected or have changes requested if tests do not pass,
+or cannot pass with changes. Tests are automatically run through Github Actions for any pull request
+or push to the main or develop branches, but should also be run locally before submission.</p>
+<section id="test-coverage">
+<h4>Test Coverage<a class="headerlink" href="#test-coverage" title="Link to this heading">#</a></h4>
+<p>The testing framework described below will generate a coverage report from the tests run through
+GitHub Actions. Please ensure that your work is fully covered by running them locally with the
+coverage report enabled.</p>
+</section>
+</section>
+<section id="id1">
+<h3>Documentation<a class="headerlink" href="#id1" title="Link to this heading">#</a></h3>
+<p>Include any relevant changes to inline documentation, docstrings, and any of the documentation files
+located in <code class="docutils literal notranslate"><span class="pre">WOMBAT/docs/</span></code>. Pull requests will not be accepted until these changes are complete.</p>
+<p>Be sure to build the documentation and run the examples in the CLI locally prior to submission.</p>
+</section>
+<section id="changelog">
+<h3>Changelog<a class="headerlink" href="#changelog" title="Link to this heading">#</a></h3>
+<p>All changes must be documented appropriately in <a class="reference external" href="http://CHANGELOG.md">CHANGELOG.md</a> in the [Unreleased] section.</p>
+</section>
+</section>
+<section id="release-process">
+<h2>Release Process<a class="headerlink" href="#release-process" title="Link to this heading">#</a></h2>
+<p>This section is a reference for WOMBAT's maintainers to keep processes largely consistent
+over time, regardless of who the core developers are.</p>
+<ol class="arabic simple">
+<li><p>Bump version number and metadata in <code class="docutils literal notranslate"><span class="pre">WOMBAT/__init__.py</span></code></p></li>
+<li><p>Bump version numbers of any dependencies in <code class="docutils literal notranslate"><span class="pre">setup.py</span></code>. Be sure to separate to keep dependencies
+separated by what they are required for (see the <code class="docutils literal notranslate"><span class="pre">project.optional-dependencies</span></code> section of
+<code class="docutils literal notranslate"><span class="pre">pyproject.toml</span></code>)</p></li>
+<li><p>Update the changelog at <code class="docutils literal notranslate"><span class="pre">WOMBAT/CHANGELOG.md</span></code>, changing the &quot;UNRELEASED&quot; section to the new
+version and the release date (e.g. &quot;[2.3 - 2022-01-18]&quot;).</p></li>
+<li><p>Make a pull request into develop with these updates, and be sure to follow the guide in
+<a class="reference internal" href="#contributing-pull-request"><span class="std std-ref">Pull Requests</span></a>.</p></li>
+<li><p>Merge develop into main through the git command line</p></li>
+</ol>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="w"> </span>git<span class="w"> </span>checkout<span class="w"> </span>main
+<span class="w"> </span>git<span class="w"> </span>merge<span class="w"> </span>develop
+<span class="w"> </span>git<span class="w"> </span>push
+</pre></div>
+</div>
+<ul>
+<li><p>Tag the new release version:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="w"> </span>git<span class="w"> </span>tag<span class="w"> </span>-a<span class="w"> </span>v1.2.3<span class="w"> </span>-m<span class="w"> </span><span class="s2">&quot;Tag message for v1.2.3&quot;</span>
+<span class="w"> </span>git<span class="w"> </span>push<span class="w"> </span>origin<span class="w"> </span>v1.2.3
+</pre></div>
+</div>
+<p>The above process will trigger the <code class="docutils literal notranslate"><span class="pre">.github/workflows/python-publish-test.yml</span></code> GitHub Action
+that builds the package and pushes it to Test PyPI. If this is successful, you can move to the
+next step, otherwise the errors from the action should be addressed, and the tag should be
+deleted, then recreated after the fix is published.</p>
+</li>
+<li><p>Deploying a Package to PyPi</p>
+<ul class="simple">
+<li><p>The repository is equipped with a GitHub Action to build and publish new versions to PyPI. A
+maintainer can invoke this workflow by creating a new release on GitHub that corresponds to the
+created tag in the previous step.</p></li>
+<li><p>The action is defined in <code class="docutils literal notranslate"><span class="pre">.github/workflows/python-publish.yml</span></code>.</p></li>
+</ul>
+</li>
+</ul>
+</section>
+</section>
+
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+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#id1">Documentation</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#changelog">Changelog</a></li>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#explanations">Explanations</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#how-to-ipynb"><code class="docutils literal notranslate"><span class="pre">how_to.ipynb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#strategy-demonstration-ipynb"><code class="docutils literal notranslate"><span class="pre">strategy_demonstration.ipynb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#metrics-demonstration-ipynb"><code class="docutils literal notranslate"><span class="pre">metrics_demonstration.ipynb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#nawea-interactive-walkthrough-ipynb"><code class="docutils literal notranslate"><span class="pre">NAWEA_interactive_walkthrough.ipynb</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#validation">Validation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#dinwoodie-validation-ipynb"><code class="docutils literal notranslate"><span class="pre">dinwoodie_validation.ipynb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#iea-26-validation-ipynb"><code class="docutils literal notranslate"><span class="pre">iea_26_validation.ipynb</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#timing-benchmarks-ipynb"><code class="docutils literal notranslate"><span class="pre">timing_benchmarks.ipynb</span></code></a></li>
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+  <section class="tex2jax_ignore mathjax_ignore" id="examples-reference">
+<h1>Examples Reference<a class="headerlink" href="#examples-reference" title="Link to this heading">#</a></h1>
+<p>This page will provide a brief overview of the varying examples available in the
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/examples">examples folder on GitHub</a>.</p>
+<section id="archival">
+<h2><code class="docutils literal notranslate"><span class="pre">archival/</span></code><a class="headerlink" href="#archival" title="Link to this heading">#</a></h2>
+<p>This contains the old notebooks and data used to prepare the unveiling of the model to
+DOE. The results are displayed in
+<a class="reference internal" href="../presentations.html#presentations-fy20-doe"><span class="std std-ref">presentations section</span></a> of the documentation.</p>
+</section>
+<section id="explanations">
+<h2>Explanations<a class="headerlink" href="#explanations" title="Link to this heading">#</a></h2>
+<p>The following notebooks are aimed at demonstrating and explaining various functionality
+to users.</p>
+<section id="how-to-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">how_to.ipynb</span></code><a class="headerlink" href="#how-to-ipynb" title="Link to this heading">#</a></h3>
+<p>This is a Jupyter Notebook version of the <a class="reference internal" href="how_to.html"><span class="std std-doc"><em>How To</em> section</span></a> of the
+documentation that allows users to interact with the walk through.</p>
+</section>
+<section id="strategy-demonstration-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">strategy_demonstration.ipynb</span></code><a class="headerlink" href="#strategy-demonstration-ipynb" title="Link to this heading">#</a></h3>
+<p>This is a Jupyter Notebook version of the
+<a class="reference internal" href="strategy_demonstration.html"><span class="std std-doc"><em>Strategy Demonstration</em> section</span></a> of the documentation
+that allows users to interact with the walk through.</p>
+</section>
+<section id="metrics-demonstration-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">metrics_demonstration.ipynb</span></code><a class="headerlink" href="#metrics-demonstration-ipynb" title="Link to this heading">#</a></h3>
+<p>This is a Jupyter Notebook version of the
+<a class="reference internal" href="metrics_demonstration.html"><span class="std std-doc"><em>Metrics Demonstration</em> section</span></a> of the documentation that
+allows users to interact with the varying maintenance strategy models.</p>
+</section>
+<section id="nawea-interactive-walkthrough-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">NAWEA_interactive_walkthrough.ipynb</span></code><a class="headerlink" href="#nawea-interactive-walkthrough-ipynb" title="Link to this heading">#</a></h3>
+<p>This is the notebook used for the NAWEA WindTech 2023 Workshop. See
+<a class="reference internal" href="../workshops/nawea_wind_tech_2023.html"><span class="std std-doc">here</span></a> for details.</p>
+</section>
+</section>
+<section id="validation">
+<h2>Validation<a class="headerlink" href="#validation" title="Link to this heading">#</a></h2>
+<section id="dinwoodie-validation-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">dinwoodie_validation.ipynb</span></code><a class="headerlink" href="#dinwoodie-validation-ipynb" title="Link to this heading">#</a></h3>
+<p>This shows the latest results of the model validation using the modeling parameters from
+Dinwoodie, et. al, 2015 <a class="footnote-reference brackets" href="#dinwoodie2015reference" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a>.</p>
+</section>
+<section id="iea-26-validation-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">iea_26_validation.ipynb</span></code><a class="headerlink" href="#iea-26-validation-ipynb" title="Link to this heading">#</a></h3>
+<p>This shows the latest results of the model validation using the modeling parameters from
+IEA, 2016 <a class="footnote-reference brackets" href="#smart2016iea" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a>.</p>
+</section>
+<section id="timing-benchmarks-ipynb">
+<h3><code class="docutils literal notranslate"><span class="pre">timing_benchmarks.ipynb</span></code><a class="headerlink" href="#timing-benchmarks-ipynb" title="Link to this heading">#</a></h3>
+<p>This notebook is a simple benchmark for comparing run times between releases from NREL's
+FY22 &amp; FY23. That said, there has been a change in computers since running this, and
+the listed times for v0.7 in the notebooks will not match those in this example.</p>
+<hr class="footnotes docutils" />
+<aside class="footnote-list brackets">
+<aside class="footnote brackets" id="dinwoodie2015reference" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
+<p>Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. <em>Wind Engineering</em>, 39(1):1–14, 2015.</p>
+</aside>
+<aside class="footnote brackets" id="smart2016iea" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id2">2</a><span class="fn-bracket">]</span></span>
+<p>Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.</p>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#nawea-interactive-walkthrough-ipynb"><code class="docutils literal notranslate"><span class="pre">NAWEA_interactive_walkthrough.ipynb</span></code></a></li>
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+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#timing-benchmarks-ipynb"><code class="docutils literal notranslate"><span class="pre">timing_benchmarks.ipynb</span></code></a></li>
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+    <h1>How To Use WOMBAT</h1>
+    <!-- Table of contents -->
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+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#imports">Imports</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#defining-the-simulation">Defining the Simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-layout">Wind Farm Layout</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#weather-profile">Weather Profile</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#environmental-considerations">Environmental Considerations</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-costs">Fixed Costs</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#servicing-equipment">Servicing Equipment</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#the-system-models">The System Models</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#substations">Substations</a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#turbines">Turbines</a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#cables">Cables</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#set-up-the-simulation">Set Up the Simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#define-the-data-library-path">Define the data library path</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#the-configuration-file">The configuration file</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-simulation">Create a simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#option-1-simulation-from-config">Option 1: <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#option-2-simulation">Option 2: <code class="docutils literal notranslate"><span class="pre">Simulation()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#seeding-the-simulation-random-variable">Seeding the simulation random variable</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#run-the-analysis">Run the analysis</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#metric-computation">Metric computation</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#optional-delete-the-logging-files">Optional: Delete the logging files</a></li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="how-to-use-wombat">
+<h1>How To Use WOMBAT<a class="headerlink" href="#how-to-use-wombat" title="Link to this heading">#</a></h1>
+<p>This tutorial will walk through the setup, running, and results stages of a WOMBAT
+simulation while providing background information about how each component is related.</p>
+<section id="imports">
+<h2>Imports<a class="headerlink" href="#imports" title="Link to this heading">#</a></h2>
+<p>The following code block demonstrates a typical setup for working with WOMBAT and
+running analyses.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">perf_counter</span>  <span class="c1"># timing purposes only</span>
+
+<span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span>
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat</span> <span class="kn">import</span> <span class="n">Simulation</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">load_yaml</span><span class="p">,</span> <span class="n">DINWOODIE</span>
+
+<span class="c1"># Seed the random variable for consistently randomized results</span>
+<span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">seed</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+
+<span class="c1"># Improve the legibility of DataFrames</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.float_format&quot;</span><span class="p">,</span> <span class="s1">&#39;</span><span class="si">{:,.2f}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="defining-the-simulation">
+<h2>Defining the Simulation<a class="headerlink" href="#defining-the-simulation" title="Link to this heading">#</a></h2>
+<p>The following will demonstrate the required information to run a simulation. For the
+purposes of this tutorial, we'll be working with the data under
+<code class="docutils literal notranslate"><span class="pre">library/code_comparison/dinwoodie</span></code> in the Github repository, and specifically the base
+case.</p>
+<p>One important item to note is that the library structure is enforced within the code so all
+data must be placed in the appropriate locations in your analysis' library as follows:</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>As of v0.6, the following structure will be adopted to mirror the format of the
+<a class="reference external" href="https://github.com/WISDEM/ORBIT/blob/master/ORBIT/core/library.py#L7-L24">ORBIT library structure</a>
+to increase compatibility between similar libraries.</p>
+<p>As of v0.9, the library structure shown below is the only one that will work.</p>
+</div>
+<p>To help users convert to the new structure, the following method is provided to create
+the required folder structure for users.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">wombat</span> <span class="kn">import</span> <span class="n">create_library_structure</span>  <span class="c1"># located in wombat.core.library</span>
+
+<span class="n">new_library</span> <span class="o">=</span> <span class="s2">&quot;library&quot;</span>
+<span class="n">create_library_structure</span><span class="p">(</span><span class="n">new_library</span><span class="p">)</span>
+</pre></div>
+</div>
+<p>The above method call will produce the below folder and subfolder structure.</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span>&lt;library&gt;
+  ├── project
+    ├── config     &lt;- Project-level configuration files
+    ├── port       &lt;- Port configuration files
+    ├── plant      &lt;- Wind farm layout files
+  ├── cables       &lt;- Export and Array cable configuration files
+  ├── substations  &lt;- Substation configuration files
+  ├── turbines     &lt;- Turbine configuration and power curve files
+  ├── vessels      &lt;- Land-based and offshore servicing equipment configuration files
+  ├── weather      &lt;- Weather profiles
+  ├── results      &lt;- The analysis log files and any saved output data
+</pre></div>
+</div>
+<p>As a convenience feature you can import the provided validation data libraries as
+<code class="docutils literal notranslate"><span class="pre">DINWOODIE</span></code> or <code class="docutils literal notranslate"><span class="pre">IEA_26</span></code> as is seen in the imports above, and a consistent path will be
+enabled.</p>
+<p>In practice, any folder location can be used so long as it follows the subfolder
+structure provided here.</p>
+<section id="wind-farm-layout">
+<span id="how-to-configure-layout"></span><h3>Wind Farm Layout<a class="headerlink" href="#wind-farm-layout" title="Link to this heading">#</a></h3>
+<p>The wind farm layout is determined by a csv file, <code class="docutils literal notranslate"><span class="pre">dinwoodie/windfarm/layout.csv</span></code> in
+this case. Below is a sample of what information is required and how to use each field,
+followed by a visual example. It should be noted that none of the headings are
+case-sensitive.</p>
+<dl class="simple myst">
+<dt>id (required)</dt><dd><p>Unique identifier for the asset; no spaces allowed.</p>
+</dd>
+<dt>substation_id (required)</dt><dd><p>The id field for the substation that the asset connects to; in the case that this is a
+substation, then this field should be the same as <code class="docutils literal notranslate"><span class="pre">id</span></code>; no spaces allowed.</p>
+</dd>
+<dt>name (required)</dt><dd><p>A descriptive name for the turbine, if desired. This can be the same as <code class="docutils literal notranslate"><span class="pre">id</span></code>.</p>
+</dd>
+<dt>type (optional)</dt><dd><p>One of &quot;turbine&quot; or &quot;substation&quot;. This is required to accurately model a
+multi-substation wind farm. The base assumption is that a substation connects to
+itself as a means to model the export cable connecting to the interconnection point,
+however, this is not always the case, as substations may be connected through their
+export systems. Using this filed allows for that connection to be modeled accurately.</p>
+</dd>
+<dt>longitude (optional)</dt><dd><p>The longitudinal position of the asset, can be in any geospatial reference; optional.</p>
+</dd>
+<dt>latitude (optional)</dt><dd><p>The latitude position of the asset, can be in any geospatial reference; optional.</p>
+</dd>
+<dt>string (required)</dt><dd><p>The integer, zero-indexed, string number for where the turbine will be positioned.</p>
+</dd>
+<dt>order (required)</dt><dd><p>The integer, zero-indexed position on the string for where the turbine will be
+positioned.</p>
+</dd>
+<dt>distance (optional)</dt><dd><p>The distance to the upstream asset; if this is calculated (input = 0), then the
+straight line distance is calculated using the provided coordinates (WGS-84 assumed).</p>
+</dd>
+<dt>subassembly (required)</dt><dd><p>The file that defines the asset's modeling parameters.</p>
+</dd>
+<dt>upstream_cable (required)</dt><dd><p>The file that defines the upstream cable's modeling parameters.</p>
+</dd>
+<dt>upstream_cable_name (optional)</dt><dd><p>The descriptive name to give to the cable that will be used during logging. This
+enables users to use a single cable definition file while maintaining the naming
+conventions used for the wind farm being simulated.</p>
+</dd>
+</dl>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In the example below, there are a few noteworthy caveats that will set the stage for
+later input reviews:</p>
+<ul class="simple">
+<li><p>The cables are not modeled, which has a couple of implications</p>
+<ul>
+<li><p>There only needs to be one string &quot;0&quot;</p></li>
+<li><p>The cable specifications are required, even if not being modeled (details later)</p></li>
+</ul>
+</li>
+<li><p>longitude, latitude, and distance are all &quot;0&quot; because the spatial locations are not used</p></li>
+<li><p>subassembly is all &quot;vestas_v90.yaml&quot;, but having to input the turbine subassembly model
+means that multiple turbine types can be used on a windfarm.</p>
+<ul>
+<li><p>This same logic applies to the upstream_cable so that multiple cable types can be
+used as appopriate.</p></li>
+</ul>
+</li>
+</ul>
+</div>
+<div style="overflow-y:auto;overflow-x:auto">
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head text-left"><p>id</p></th>
+<th class="head text-left"><p>substation_id</p></th>
+<th class="head text-left"><p>name</p></th>
+<th class="head text-left"><p>type</p></th>
+<th class="head text-right"><p>longitude</p></th>
+<th class="head text-right"><p>latitude</p></th>
+<th class="head text-right"><p>string</p></th>
+<th class="head text-right"><p>order</p></th>
+<th class="head text-right"><p>distance</p></th>
+<th class="head text-left"><p>subassembly</p></th>
+<th class="head text-left"><p>upstream_cable</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>substation</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-left"><p>offshore_substation.yaml</p></td>
+<td class="text-left"><p>export.yaml</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T1</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T1</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>S00T2</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T2</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>1</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T3</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T3</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>2</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>...</p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+<td class="text-left"><p></p></td>
+<td class="text-left"><p></p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>S00T79</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T79</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>78</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>S00T80</p></td>
+<td class="text-left"><p>OSS1</p></td>
+<td class="text-left"><p>S00T80</p></td>
+<td class="text-left"><p>turbine</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-right"><p>79</p></td>
+<td class="text-right"><p>0</p></td>
+<td class="text-left"><p>vestas_v90.yaml</p></td>
+<td class="text-left"><p>array.yaml</p></td>
+</tr>
+</tbody>
+</table>
+</div>
+</section>
+<section id="weather-profile">
+<span id="how-to-configure-weather"></span><h3>Weather Profile<a class="headerlink" href="#weather-profile" title="Link to this heading">#</a></h3>
+<p>The weather profile will broadly define the simulation range with its start and stop
+points, though a narrower one can be used when defining the simulation (more later).</p>
+<p>The following columns should exist in the data set with the provided guidelines.</p>
+<dl class="simple myst">
+<dt>datetime (required)</dt><dd><p>A date and time stamp, any format.</p>
+</dd>
+<dt>windspeed (required)</dt><dd><p>The hourly, mean winds peed, in meters per second at the time stamp.</p>
+</dd>
+<dt>waveheight (optional)</dt><dd><p>The hourly, mean wave height, in meters, at the time stamp. If waves are not required,
+this can be filled with zeros, or be left out entirely.</p>
+</dd>
+</dl>
+<p>Below, is a demonstration of what <code class="docutils literal notranslate"><span class="pre">weather/alpha_ventus_weather_2002_2014.csv</span></code> looks like.</p>
+<table class="table">
+<thead>
+<tr class="row-odd"><th class="head text-left"><p>datetime</p></th>
+<th class="head text-right"><p>windspeed</p></th>
+<th class="head text-right"><p>waveheight</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td class="text-left"><p>1/1/02 0:00</p></td>
+<td class="text-right"><p>11.75561096</p></td>
+<td class="text-right"><p>1.281772405</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>1/1/02 1:00</p></td>
+<td class="text-right"><p>10.41321252</p></td>
+<td class="text-right"><p>1.586584315</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>1/1/02 2:00</p></td>
+<td class="text-right"><p>8.959270788</p></td>
+<td class="text-right"><p>1.725690828</p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>1/1/02 3:00</p></td>
+<td class="text-right"><p>9.10014808</p></td>
+<td class="text-right"><p>1.680982063</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>...</p></td>
+<td class="text-right"><p></p></td>
+<td class="text-right"><p></p></td>
+</tr>
+<tr class="row-odd"><td class="text-left"><p>12/31/14 22:00</p></td>
+<td class="text-right"><p>14.40838803</p></td>
+<td class="text-right"><p>0.869625003</p></td>
+</tr>
+<tr class="row-even"><td class="text-left"><p>12/31/14 23:00</p></td>
+<td class="text-right"><p>14.04563195</p></td>
+<td class="text-right"><p>0.993031445</p></td>
+</tr>
+</tbody>
+</table>
+</section>
+<section id="environmental-considerations">
+<span id="how-to-configure-environment"></span><h3>Environmental Considerations<a class="headerlink" href="#environmental-considerations" title="Link to this heading">#</a></h3>
+<p>In addition to using weather conditions for site characteristics, WOMBAT is able to
+model environmental considerations where a port or site cannot be accessed, for example,
+when silt builds up and water depths become too low to tow a turbine into the port.
+There is also a feature for imposing maximum operating speeds, such as when there are
+animal migrations and vessels must slow down to avoid collisions with endangered species.</p>
+<p>Defining the <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code> and <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> at either the servicing
+equipment, environment, or port level allows for the creation of an annualized date
+range spanning the length of the simulation where operations are not allowed to occur.
+When defined at the environment level, all servicing equipment and a port, if defined,
+will have this non-operational period applied, and if it's already existing, the more
+conservative of the date ranges will be applied. When defined at the port level, all
+associated servicing equipment (tugboats) will have the same inuring priority as when
+defined at the environment level.</p>
+<p>The same logic applies when defining the <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code> and <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code>
+for defining when the operating speeds of servicing equipment are capped at the
+<code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code>. As is the case above, these variables can also be defined at the
+servicing equipment level for further customization.</p>
+</section>
+<section id="fixed-costs">
+<span id="how-to-configure-fixed-costs"></span><h3>Fixed Costs<a class="headerlink" href="#fixed-costs" title="Link to this heading">#</a></h3>
+<p>Please see the <a class="reference internal" href="../API/types.html#types-misc-fixed-costs"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code> API documentation</span></a> for
+details on this optional piece of financial modeling.</p>
+<p>For modeling a tow-to-port strategy that the port rental costs should be included in
+this category, and not in the port configuration.</p>
+</section>
+<section id="servicing-equipment">
+<span id="how-to-configure-servicing-equipment"></span><h3>Servicing Equipment<a class="headerlink" href="#servicing-equipment" title="Link to this heading">#</a></h3>
+<p>The servicing equipment control the actual repairs within a simulation, and as of v0.5,
+there are four different repair strategies that can be used: scheduled, downtime-based
+unscheduled, repair-based unscheduled, and tow-to-port. These are options are controlled
+through the <code class="docutils literal notranslate"><span class="pre">capability</span></code> settings in each equipment's configuration in conjunction with
+the <code class="docutils literal notranslate"><span class="pre">service_equipment</span></code> setting in the maintenance and failure configurations for each
+subassembly.</p>
+<p>For complete documentation of how the servicing equipment parameters are defined, please
+see the <a class="reference internal" href="../API/types.html#types-service-equipment"><span class="std std-ref">ServiceEquipmentData API documentation</span></a></p>
+<p>Below is a definition of the different equipment codes and their designations to show
+the breadth of what can be simulated. These codes do not have separate operating models,
+but instead allow the user to specify the types of operations the servicing equipment
+will be able to operate on. This model should be aligned with the <code class="docutils literal notranslate"><span class="pre">service_equipment</span></code>
+requirements in the subassembly failure and maintenance models.</p>
+<dl class="simple myst">
+<dt>RMT</dt><dd><p>remote (no actual equipment BUT no special implementation), akin to remote resets</p>
+</dd>
+<dt>DRN</dt><dd><p>drone, or potentially even helicopters by changing the costs</p>
+</dd>
+<dt>CTV</dt><dd><p>crew transfer vessel/onsite truck</p>
+</dd>
+<dt>SCN</dt><dd><p>small crane (i.e., field support vessel or cherry picker)</p>
+</dd>
+<dt>LCN</dt><dd><p>large crane (i.e., heavy lift vessel or crawler crane)</p>
+</dd>
+<dt>CAB</dt><dd><p>cabling-specific vessel/vehicle</p>
+</dd>
+<dt>DSV</dt><dd><p>diving support vessel</p>
+</dd>
+<dt>TOW</dt><dd><p>tugboat/towing (a failure with this setting will trigger a tow-to-port scenario where
+the simulation's <code class="docutils literal notranslate"><span class="pre">Port</span></code> will dispatch the tugboats as needed)</p>
+</dd>
+<dt>AHV</dt><dd><p>anchor handling vessel (this is a variation on the tugboat for mooring repairs that
+will not tow anything between port and site, but operate at the site)</p>
+</dd>
+</dl>
+<p>Aside from the TOW and AHV capabilities there are no operations specific to each
+capability. The remaining configurations of a servicing equipment such as equipment
+rates, mobilization, labor, and operating limits will define the nature of its operation
+in tandem with a failure's <code class="docutils literal notranslate"><span class="pre">time</span></code> field. So for a remote reset (RMT), there will be a
+trivial equipment rate, if any, associated with it to account for the specific operations
+or resetting the subassembly remotely. Similarly, a drone repair or inspection (DRN)
+will not require any onboard crew, so labor will 0, or low if assuming an operator that
+is unaccounted for in the site <code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code>, but will require more time than a remote
+reset in addition to a higher equipment cost.</p>
+<p>In addition to a variety of servicing equipment types, there is support for
+3 different equipment-level dispatch strategies, as described below. For a set of
+example scenarios, please see the <a class="reference internal" href="#strategy_demonstration.ipynb"><span class="xref myst">strategy demonstration</span></a>.</p>
+<dl class="simple myst">
+<dt>scheduled</dt><dd><p>dispatch servicing equipment for a specified date range each year</p>
+</dd>
+<dt>requests</dt><dd><p>dispatch the servicing equipment once a <code class="docutils literal notranslate"><span class="pre">strategy_threshold</span></code> number of requests
+that the equipment can service has been reached</p>
+</dd>
+<dt>downtime</dt><dd><p>dispatch the servicing equipment once the wind farm's operating level reaches the
+<code class="docutils literal notranslate"><span class="pre">strategy_threshold</span></code> percent downtime.</p>
+</dd>
+</dl>
+</section>
+<section id="the-system-models">
+<h3>The System Models<a class="headerlink" href="#the-system-models" title="Link to this heading">#</a></h3>
+<p>The actual assets on the windfarm such as cables, turbines, and substations, are
+referred to as systems in WOMBAT, and each has their own individual model. Within each
+of these systems, there are user-defined subassemblies (or components) that rely on
+two types of repair models:</p>
+<ul class="simple">
+<li><p>maintenance: scheduled, fixed time interval-based maintenance tasks</p></li>
+<li><p>failures: unscheduled, Weibull distribution-based modeled, maintenance tasks</p></li>
+</ul>
+<p>The subassemblies keys in the system YAML definition can be user-defined
+to accommodate the varying language among industry groups and generations of wind
+technologies. The only restrictions are the YAML keys must not contain any special
+characters, and cannot be repeated</p>
+<p>In the example below we show a <code class="docutils literal notranslate"><span class="pre">generator</span></code> subassembly with an annual service task and
+frequent manual reset. For a thorough definition, please read the API
+documentation of the <a class="reference internal" href="../API/types.html#types-maintenance-scheduled"><span class="std std-ref">Maintenance</span></a> and
+<a class="reference internal" href="../API/types.html#types-maintenance-unscheduled"><span class="std std-ref">Failure</span></a> data classes. Note that the yaml definition below
+specifies that maintenance tasks are in a bulleted list format and that failure
+defintions require a dictionary-style input with keys to match the severity level of a
+given failure. For more details on the complete subassembly definition, please visit the
+<a class="reference internal" href="../API/types.html#types-windfarm-subassembly"><span class="std std-ref">Subassembly API documentation</span></a>.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">generator</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">generator</span><span class="w">  </span><span class="c1"># doesn&#39;t need to match the subassembly key that becomes System.id</span>
+<span class="w">  </span><span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">annual service</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">60</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">18500</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">    </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">365</span>
+<span class="w">    </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span><span class="w">  </span><span class="c1"># default value</span>
+<span class="w">  </span><span class="nt">failures</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.1333</span>
+<span class="w">      </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">3</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">      </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.0</span>
+<span class="w">      </span><span class="nt">replacement</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">False</span><span class="w">  </span><span class="c1"># default value</span>
+<span class="w">      </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span><span class="w">  </span><span class="c1"># Note that the &quot;level&quot; value matches the key &quot;1&quot;</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">manual reset</span>
+</pre></div>
+</div>
+<section id="substations">
+<h4>Substations<a class="headerlink" href="#substations" title="Link to this heading">#</a></h4>
+<p>The substation model relies on two specific inputs, and one subassembly input (transformer).</p>
+<dl class="simple myst">
+<dt>capacity_kw</dt><dd><p>The capacity of all turbines in the wind farm, neglecting any losses. Only needed if
+a $/kw cost basis is being used.</p>
+</dd>
+<dt>capex_kw</dt><dd><p>The $/kw cost of the machine, if not providing absolute costs.</p>
+</dd>
+</dl>
+<p>Additional keys can be added to represent subassemblies, such as a transformer, in the
+same format as the generator example above. Similarly, a user can define as man or as
+few of the subassemblies as desired with their preferred naming conventions</p>
+<p>The following is an example of substation YAML definition with no modeled subassemblies.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">capacity_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">670000</span>
+<span class="nt">capex_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">140</span>
+<span class="nt">transformer</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">transformer</span>
+<span class="w">  </span><span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">    </span><span class="p p-Indicator">-</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">      </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">  </span><span class="nt">failures</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">      </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="p p-Indicator">[</span><span class="nv">CTV</span><span class="p p-Indicator">]</span>
+<span class="w">      </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">      </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">      </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+</pre></div>
+</div>
+</section>
+<section id="turbines">
+<h4>Turbines<a class="headerlink" href="#turbines" title="Link to this heading">#</a></h4>
+<p>The turbine has the most to define out of the three systems in the wind farm model.
+Similar to the substation, it relies mainly on the subassembly model with a few extra
+parameters, as defined here:</p>
+<dl class="simple myst">
+<dt>capacity_kw</dt><dd><p>The capacity of the system. Only needed if a $/kw cost basis is being used.</p>
+</dd>
+<dt>capex_kw</dt><dd><p>The $/kw cost of the machine, if not providing absolute costs.</p>
+</dd>
+<dt>power_curve: file</dt><dd><p>File that provides the power curve definition.</p>
+</dd>
+</dl>
+<p>power_curve: bin_width
+The desired interval, in m/s, between adjacent points on the power curve to be used for
+power calculations.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">windfarm/vestas_v90.yaml</span></code> data file provides the following definition in addition
+to the maintenance and failure definitions that were shown previously.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">capacity_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">3000</span>
+<span class="nt">capex_kw</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1300</span>
+<span class="nt">power_curve</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">file</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">vestas_v90_power_curve.csv</span>
+<span class="w">  </span><span class="nt">bin_width</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0.5</span>
+</pre></div>
+</div>
+<p>The power curve input CSV requires the following two columns: <code class="docutils literal notranslate"><span class="pre">windspeed_ms</span></code> and
+<code class="docutils literal notranslate"><span class="pre">power_kw</span></code> that should be defined using the wind speed for a bin, in m/s and the power
+produced at that wind speed, in kW. The current method available for generating the
+power curve is the IEC 61400-12-1-2 method for a wind-speed binned power curve. If there
+is a need/desire for additional power curve methodologies, then
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/issues">please submit an issue on the GitHub</a>!</p>
+<p>For an open source listing of a variety of land-based, offshore, and distributed wind
+turbine power curves, please visit the
+<a class="reference external" href="https://github.com/NREL/turbine-models">NREL Turbine Models repository</a>.</p>
+</section>
+<section id="cables">
+<h4>Cables<a class="headerlink" href="#cables" title="Link to this heading">#</a></h4>
+<p>The array cable is the simplest format in that you only define a descriptive name,
+and the maintenance and failure events as below. It should be noted that the scheme
+is a combination of both the system and subassembly configuration.</p>
+<p>For export cables that connect substations, as opposed to an interconnection, they will
+not create dependencies because it is assumed they bypass the substation altogether,
+and connect directly with the export system. This means that if there is a failure at a
+downstream substation, the connecting export cable and its upstream turbine, substation,
+and cable connections will continue to operate normally.</p>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">array cable</span>
+<span class="nt">maintenance</span><span class="p">:</span>
+<span class="w">  </span><span class="p p-Indicator">-</span>
+<span class="w">    </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CTV</span>
+<span class="w">    </span><span class="nt">frequency</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="nt">failures</span><span class="p">:</span>
+<span class="w">  </span><span class="nt">1</span><span class="p">:</span>
+<span class="w">    </span><span class="nt">scale</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">shape</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">time</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">materials</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">operation_reduction</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="w">    </span><span class="nt">service_equipment</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">CAB</span>
+<span class="w">    </span><span class="nt">level</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">1</span>
+<span class="w">    </span><span class="nt">description</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">n/a</span>
+</pre></div>
+</div>
+</section>
+</section>
+</section>
+<section id="set-up-the-simulation">
+<h2>Set Up the Simulation<a class="headerlink" href="#set-up-the-simulation" title="Link to this heading">#</a></h2>
+<p>In the remaining sections of the tutorial, we will work towards setting up and running
+a simulation.</p>
+<section id="define-the-data-library-path">
+<h3>Define the data library path<a class="headerlink" href="#define-the-data-library-path" title="Link to this heading">#</a></h3>
+<p>The set library enables WOMBAT to easily access and store data files consistently. Here,
+the <code class="docutils literal notranslate"><span class="pre">DINWOODIE</span></code> reference is going to be used again.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>If a custom library is being used, the <code class="docutils literal notranslate"><span class="pre">library_path</span></code> must be the full path name to the
+location of the folder where the configuration data is contained.</p>
+</div>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>In v0.6, a new library structure</p>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">library_path</span> <span class="o">=</span> <span class="n">DINWOODIE</span>  <span class="c1"># or user-defined path for an external data library</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="the-configuration-file">
+<h3>The configuration file<a class="headerlink" href="#the-configuration-file" title="Link to this heading">#</a></h3>
+<p>In the configuration below, there are a number of data points that will define our
+wind farm layout, weather conditions, working hours, customized start and completion
+years, project size, financials, and the servicing equipment to be used. Note that there
+can be as many or as few of the servicing equipment units as desired.</p>
+<p>The purpose of an overarching configuration file is to provide a single place to define
+the primary inputs for a simulation. Below the base configuration is loaded and displayed
+with comments to show where each of files are located in the library structure. WOMBAT
+will know where to go for these pointers when the simulation is initialized so the data
+is constructed and validated correctly.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="n">load_yaml</span><span class="p">(</span><span class="n">library_path</span> <span class="o">/</span> <span class="s2">&quot;project/config&quot;</span><span class="p">,</span> <span class="s2">&quot;base.yaml&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+<div class="highlight-yaml notranslate"><div class="highlight"><pre><span></span><span class="c1"># Contents of: dinwoodie / config / base.yaml</span>
+<span class="nt">name</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">dinwoodie_base</span>
+<span class="nt">weather</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">alpha_ventus_weather_2002_2014.csv</span><span class="w">  </span><span class="c1"># located in: dinwoodie / weather</span>
+<span class="nt">service_equipment</span><span class="p">:</span>
+<span class="c1"># YAML-encoded list, but could also be created in standard Python list notation with</span>
+<span class="c1"># square brackets: [ctv1.yaml, ctv2.yaml, ..., hlv_requests.yaml]</span>
+<span class="c1"># All below equipment configurations are located in: dinwoodie / vessels</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv1.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv2.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">ctv3.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fsv_requests.yaml</span>
+<span class="w">  </span><span class="p p-Indicator">-</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">hlv_requests.yaml</span>
+<span class="nt">layout</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">layout.csv</span><span class="w">  </span><span class="c1"># located in: dinwoodie / windfarm</span>
+<span class="nt">inflation_rate</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">0</span>
+<span class="nt">fixed_costs</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">fixed_costs.yaml</span><span class="w">  </span><span class="c1"># located in: dinwoodie / project / config</span>
+<span class="nt">workday_start</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">7</span>
+<span class="nt">workday_end</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">19</span>
+<span class="nt">start_year</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">2003</span>
+<span class="nt">end_year</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">2012</span>
+<span class="nt">project_capacity</span><span class="p">:</span><span class="w"> </span><span class="l l-Scalar l-Scalar-Plain">240</span>
+<span class="c1"># port: base_port.yaml  &lt;- When running a tow-to-port simulation the port configuration</span>
+<span class="c1">#                          pointer is provided here and located in: dinwoodie / project / port</span>
+</pre></div>
+</div>
+</section>
+</section>
+<section id="create-a-simulation">
+<h2>Create a simulation<a class="headerlink" href="#create-a-simulation" title="Link to this heading">#</a></h2>
+<p>There are two ways that this could be done, the first is to use the classmethod
+<code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code>, which allows for the full path string, a dictionary, or
+<code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object to passed as an input, and the second is through a standard
+class initialization.</p>
+<section id="option-1-simulation-from-config">
+<h3>Option 1: <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code><a class="headerlink" href="#option-1-simulation-from-config" title="Link to this heading">#</a></h3>
+<p>Load the file from the <code class="docutils literal notranslate"><span class="pre">Configuration</span></code> object that was created in the prior code black</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="o">.</span><span class="n">from_config</span><span class="p">(</span><span class="n">library_path</span><span class="o">=</span><span class="n">library_path</span><span class="p">,</span> <span class="n">config</span><span class="o">=</span><span class="n">config</span><span class="p">)</span>
+
+<span class="c1"># Delete any files that get initialized through the simulation environment</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="option-2-simulation">
+<h3>Option 2: <code class="docutils literal notranslate"><span class="pre">Simulation()</span></code><a class="headerlink" href="#option-2-simulation" title="Link to this heading">#</a></h3>
+<p>Load the configuration file automatically given a library path and configuration file name.</p>
+<p>In this usage, the string &quot;DINWOODIE&quot; can be used because the <code class="docutils literal notranslate"><span class="pre">Simulation</span></code> class knows
+to look for this library mapping, as well as the &quot;IEA_26&quot; mapping for the two validation
+cases that we demonstrate in the examples folder.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In Option 2, the config parameter can also be set with a dictionary.</p>
+<p>The library path in the configuration file should match the one provided, or the
+setup steps will fail in the simulation.</p>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span>
+<span class="p">)</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="seeding-the-simulation-random-variable">
+<h3>Seeding the simulation random variable<a class="headerlink" href="#seeding-the-simulation-random-variable" title="Link to this heading">#</a></h3>
+<p>Using <code class="docutils literal notranslate"><span class="pre">random_seed</span></code> a simulation can be seeded to produce the same results every single
+time, or a <code class="docutils literal notranslate"><span class="pre">random_generator</span></code> can be provided to use the same generator for a batch of
+identical simulations to better understand the variations in results.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span><span class="p">,</span>
+    <span class="n">random_seed</span><span class="o">=</span><span class="mi">2023</span><span class="p">,</span>  <span class="c1"># integer value indicating how to seed the internally-created generator</span>
+<span class="p">)</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="n">rng</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">random</span><span class="o">.</span><span class="n">default_rng</span><span class="p">(</span><span class="n">seed</span><span class="o">=</span><span class="mi">2023</span><span class="p">)</span>  <span class="c1"># create the generator</span>
+<span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span>
+    <span class="n">library_path</span><span class="o">=</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span>  <span class="c1"># automatically directs to the provided library</span>
+    <span class="n">config</span><span class="o">=</span><span class="s2">&quot;base.yaml&quot;</span><span class="p">,</span>
+    <span class="n">random_generator</span><span class="o">=</span><span class="n">rng</span><span class="p">,</span>  <span class="c1"># generator that can be shared among all processes</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+<section id="run-the-analysis">
+<h2>Run the analysis<a class="headerlink" href="#run-the-analysis" title="Link to this heading">#</a></h2>
+<p>When the run method is called, the default run time is for the full length of the
+simulation, however, if a shorter run than was previously designed is required for
+debugging, or something similar, we can use <code class="docutils literal notranslate"><span class="pre">sum.run(until=&lt;your-time&gt;)</span></code> to do this. In
+the <code class="docutils literal notranslate"><span class="pre">run</span></code> method, not only is the simulation run, but the metrics class is loaded at the
+end to quickly transition to results aggregation without any further code.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Timing for a demonstration of performance</span>
+<span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+
+<span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
+
+<span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+
+<span class="n">timing</span> <span class="o">=</span> <span class="n">end</span> <span class="o">-</span> <span class="n">start</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Run time: </span><span class="si">{</span><span class="n">timing</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="mi">60</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2"> minutes&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Run time: 0.97 minutes
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="metric-computation">
+<h2>Metric computation<a class="headerlink" href="#metric-computation" title="Link to this heading">#</a></h2>
+<p>For a more complete view of what metrics can be compiled, please see the <a class="reference internal" href="#metrics_demonstration.ipynb"><span class="xref myst">metrics notebook</span></a>, though for the sake of demonstration a few methods will
+be shown here</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">net_cf</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">gross_cf</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Net Capacity Factor: </span><span class="si">{</span><span class="n">net_cf</span><span class="si">:</span><span class="s2">2.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Gross Capacity Factor: </span><span class="si">{</span><span class="n">gross_cf</span><span class="si">:</span><span class="s2">2.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Net Capacity Factor: 46.0%
+Gross Capacity Factor: 47.7%
+</pre></div>
+</div>
+</div>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Report back a subset of the metrics</span>
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Project time-based availability: </span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">windfarm</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">:</span><span class="s2">.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Project energy-based availability: </span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">windfarm</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">:</span><span class="s2">.1%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+
+<span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;          Project equipment costs: $</span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_capacity</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2">/MW&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Project time-based availability: 96.6%
+Project energy-based availability: 96.5%
+          Project equipment costs: $447,712.09/MW
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="optional-delete-the-logging-files">
+<h2>Optional: Delete the logging files<a class="headerlink" href="#optional-delete-the-logging-files" title="Link to this heading">#</a></h2>
+<p>In the case that a lot of simulations are going to be run, and the processed outputs
+are all that is required, then there is a convenience method to clean up these files
+automatically once you are done.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+</section>
+
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+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#imports">Imports</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#defining-the-simulation">Defining the Simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#wind-farm-layout">Wind Farm Layout</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#weather-profile">Weather Profile</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#environmental-considerations">Environmental Considerations</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-costs">Fixed Costs</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#servicing-equipment">Servicing Equipment</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#the-system-models">The System Models</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#substations">Substations</a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#turbines">Turbines</a></li>
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#cables">Cables</a></li>
+</ul>
+</li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#set-up-the-simulation">Set Up the Simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#define-the-data-library-path">Define the data library path</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#the-configuration-file">The configuration file</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-simulation">Create a simulation</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#option-1-simulation-from-config">Option 1: <code class="docutils literal notranslate"><span class="pre">Simulation.from_config()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#option-2-simulation">Option 2: <code class="docutils literal notranslate"><span class="pre">Simulation()</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#seeding-the-simulation-random-variable">Seeding the simulation random variable</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#run-the-analysis">Run the analysis</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#metric-computation">Metric computation</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#optional-delete-the-logging-files">Optional: Delete the logging files</a></li>
+</ul>
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+    <h1>User Guide</h1>
+    <!-- Table of contents -->
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+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#feature-overview">Feature Overview</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#post-processing-and-the-simulation-api">Post Processing and the Simulation API</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#environmental-considerations">Environmental Considerations</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#system-and-subassembly-modeling">System and Subassembly Modeling</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#repair-modeling">Repair Modeling</a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#examples-and-validation-work">Examples and Validation Work</a></li>
+</ul>
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+        </div>
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+
+              
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+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="user-guide">
+<h1>User Guide<a class="headerlink" href="#user-guide" title="Link to this heading">#</a></h1>
+<p>This page provides an overview of what WOMBAT is currently able to model, broken down by
+general category. Following this, there are separate pages for how this is done as
+demonstrated through example notebooks. To fully follow the particulars of each example,
+it is recommended to see how each model's configuration files are composed.</p>
+<p>For thorough explanations of the design and implementation ethos of the model, please
+see our NREL Technical Report: <a class="reference external" href="https://www.osti.gov/biblio/1894867">https://www.osti.gov/biblio/1894867</a>, which was published
+alongside v0.5.1, so some functionality has been updated.</p>
+<section id="feature-overview">
+<h2>Feature Overview<a class="headerlink" href="#feature-overview" title="Link to this heading">#</a></h2>
+<p>For a complete and detailed description of the functionality provided in WOMBAT, it is
+recommended to read the API documentation. However, that is quite a task, so below is
+a short listing of the core functionality that WOMBAT can provide.</p>
+<section id="post-processing-and-the-simulation-api">
+<h3>Post Processing and the Simulation API<a class="headerlink" href="#post-processing-and-the-simulation-api" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>The <a class="reference internal" href="../API/simulation_api.html#simulation-api"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">Simulation</span></code> class</span></a> and its
+<a class="reference internal" href="../API/simulation_api.html#simulation-api-config"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">Configuration</span></code></span></a> allow users unfamiliar with
+Python to run the simulation library with minimal code. This was the primary design
+choice for the model: to create a configuration-based model to enable users with nearly
+any level Python exposure.</p></li>
+<li><p>The <a class="reference internal" href="../API/simulation_api.html#simulation-api-metrics"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">Metrics</span></code></span></a> class provides a
+straightfoward interface for computing a wide variety of operational summary statistics
+from performance to wind power plant financials.</p></li>
+</ul>
+</section>
+<section id="environmental-considerations">
+<h3>Environmental Considerations<a class="headerlink" href="#environmental-considerations" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Windspeed (m/s) and wave height (m) for the duration of a simulation (user-provided,
+hourly profile)</p></li>
+<li><p>Reduced speed periods for animal migrations. This is primarily an offshore-focused
+feature, but can be defined at the simulation, port, or servicing equipment level
+using the following three variables: <code class="docutils literal notranslate"><span class="pre">reduced_speed_start</span></code>, <code class="docutils literal notranslate"><span class="pre">reduced_speed_end</span></code>, and
+<code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code> (km/hr). This translates to a maximum speed of <code class="docutils literal notranslate"><span class="pre">reduced_speed</span></code> being
+enforced between the starting and ending dates each year of the simulation. For more
+details, see the documentation pages for the
+<a class="reference internal" href="../API/core.html#core-environment"><span class="std std-ref">environment</span></a>, <a class="reference internal" href="../API/core.html#core-port"><span class="std std-ref">port</span></a>,
+<a class="reference internal" href="../API/types.html#types-service-equipment-unscheduled"><span class="std std-ref">unshcheduled servicing equipment</span></a>, or
+<a class="reference internal" href="../API/types.html#types-service-equipment-scheduled"><span class="std std-ref">scheduled servicing equipment</span></a>.</p></li>
+<li><p>Prohibited operation periods. This dictates periods of time where a site or port may
+be inaccessible, or when a piece of servicing equipment should not be allowed to be
+mobilized/dispatched. Similar to the speed reduction periods, <code class="docutils literal notranslate"><span class="pre">non_operational_start</span></code>
+and <code class="docutils literal notranslate"><span class="pre">non_operational_end</span></code> dictate an annual date range for when servicing equipment
+can't be active, or a port or the whole site is inaccessible. The same documenation
+pages as above can be referenced for more details.</p></li>
+</ul>
+</section>
+<section id="system-and-subassembly-modeling">
+<h3>System and Subassembly Modeling<a class="headerlink" href="#system-and-subassembly-modeling" title="Link to this heading">#</a></h3>
+<p>Each substation, turbine, and cable operate with the same core logic of
+<a class="reference internal" href="../API/types.html#types-maintenance-scheduled"><span class="std std-ref">maintenance</span></a> and <a class="reference internal" href="../API/types.html#types-maintenance-unscheduled"><span class="std std-ref">failure</span></a>
+events. The following will break down the differences between each of these systems'
+modeling assumptions as well as the basic operations of the maintenance and failure models.</p>
+<ul class="simple">
+<li><p>Maintenance</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>: based on a fixed number of days between an event</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>: the percentage of degradation the triggering of this event
+cause</p></li>
+</ul>
+</li>
+<li><p>Failure</p>
+<ul>
+<li><p>Randomly samples from a Weibull distribution to determine the next failure</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code>: the percentage of degradation the triggering of this event
+cause</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">replacement</span></code>: if <code class="docutils literal notranslate"><span class="pre">True</span></code>, then all preceeding failures and maintenance tasks are
+cancelled and the time until the next event is reset because a replacement is
+required, otherwise, each successive failure is added to the repair queue</p></li>
+</ul>
+</li>
+<li><p>Commonalities between Substations, Turbines, and Cables</p>
+<ul>
+<li><p>Maintenance and Failures compose the actual &quot;model&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operating_level</span></code> provides the real degradation of a model, including if it is turned
+off for servicing</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">operating_level_wo_servicing</span></code> provides the operting level as if there were no
+ongoing operations to know the potential operating operating</p></li>
+</ul>
+</li>
+<li><p>Substations</p>
+<ul>
+<li><p>Any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of 1 will turn off every
+upstream connected (and modeled) cable and turbine</p></li>
+<li><p>For subations that are connected by an export cable this, the upstream connections
+made from the export cable will not be considered upstream connections and therefore
+shutdown when a downstream substation has a failure</p></li>
+</ul>
+</li>
+<li><p>Array cables</p>
+<ul>
+<li><p>Similar to substations, any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of
+1 will turn off every connected upstream cable and turbine on the same string</p></li>
+</ul>
+</li>
+<li><p>Export Cables</p>
+<ul>
+<li><p>Similar to array cables, any failure or maintenance with an <code class="docutils literal notranslate"><span class="pre">operation_reduction</span></code> of
+1 will turn off every connected upstream substation and string of cable(s) and
+turbine(s)</p></li>
+<li><p>As noted in the substation section, export cables connecting substations act
+independently and not as a string of connected systems</p></li>
+<li><p>The final export cable connecting a substation to the interconnection point can
+however shut down the entire wind farm</p></li>
+</ul>
+</li>
+</ul>
+</section>
+<section id="repair-modeling">
+<h3>Repair Modeling<a class="headerlink" href="#repair-modeling" title="Link to this heading">#</a></h3>
+<ul class="simple">
+<li><p>Repair Management: see <a class="reference internal" href="../API/core.html#core-repair-manager"><span class="std std-ref">here</span></a> for complete details</p>
+<ul>
+<li><p>Generally, repairs and maintenance tasks operate on a first-in, first-out basis with
+higher severity level <code class="docutils literal notranslate"><span class="pre">Maintenance.level</span></code> and <code class="docutils literal notranslate"><span class="pre">Failure.level</span></code> being addressed first.</p></li>
+<li><p>Servicing equipment, however, can specify if they operate on a &quot;severity&quot; or &quot;turbine&quot;
+basis that prioritizes focusing on either the highest serverity level first, or
+a single system first, respectively.</p></li>
+</ul>
+</li>
+<li><p>Servicing Equipment: see <a class="reference internal" href="../API/core.html#core-service-equipment"><span class="std std-ref">here</span></a> for complete details</p>
+<ul>
+<li><p>Can either be modeled on a scheduled basis, such as a year-round schedule for onsite
+equipment or equipment with an annual visit schedule during safe weather, or on
+an unscheduled basis with a threshold for number of submitted repair requests or
+farm operating level.</p></li>
+<li><p>Mobilizations can be modeled with a fixed number of days to get to site and a flat
+cost for both scheduled and unscheduled servicing equipment. For scheduled equipment,
+the mobilization is scheduled so that the equipment arrives at the site for the
+start of it's first scheduled day.</p></li>
+<li><p>A wide range of generalized capabilities can be specified for various modeling
+scenarios.</p>
+<ul>
+<li><p>RMT: remote (no actual equipment BUT no special implementation)</p></li>
+<li><p>DRN: drone</p></li>
+<li><p>CTV: crew transfer vessel/vehicle</p></li>
+<li><p>SCN: small crane (i.e., field support vessel)</p></li>
+<li><p>LCN: large crane (i.e., heavy lift vessel)</p></li>
+<li><p>CAB: cabling vessel/vehicle</p></li>
+<li><p>DSV: diving support vessel</p></li>
+</ul>
+</li>
+<li><p>Operating limits can be applied for both transiting and repair logic to ensure site
+safety is considered in the model.</p></li>
+</ul>
+</li>
+<li><p>Ports</p>
+<ul>
+<li><p>Currently only used for tow-to-port repairs or tugboat based repairs, which adds the
+following additional capabilities:</p>
+<ul>
+<li><p>TOW: tugboat or towing equipment</p></li>
+<li><p>AHV: anchor handling vessel (tugboat that doesn't trigger tow-to-port)</p></li>
+</ul>
+</li>
+<li><p>See the <a class="reference internal" href="../API/core.html#core-port"><span class="std std-ref">API docs</span></a> for more details</p></li>
+</ul>
+</li>
+</ul>
+</section>
+</section>
+<section id="examples-and-validation-work">
+<h2>Examples and Validation Work<a class="headerlink" href="#examples-and-validation-work" title="Link to this heading">#</a></h2>
+<p><a class="reference external" href="https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples"><img alt="Binder" src="https://mybinder.org/badge_logo.svg" /></a></p>
+<p>Below are a few examples to get started, for users interested in the validation work in
+the <a class="reference internal" href="../presentations.html#presentations-code-comparison"><span class="std std-ref">code-to-code comparison presentations</span></a>,
+the notebooks generating <a class="reference external" href="https://github.com/WISDEM/WOMBAT/examples/">the most up-to-date results can be found in the main repository</a>, where there is a separate analysis
+for the
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/examples/dinwoodie_validation.ipynb">Dinwoodie, et. al, 2015 comparison</a>,
+and for the <a class="reference external" href="https://github.com/WISDEM/blob/main/WOMBAT/examples/iea_26_validation.ipynb">IEA Task 26, 2016 comparison</a>.</p>
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+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#table-of-contents">Table of Contents</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#setup">Setup</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#common-parameter-explanations">Common Parameter Explanations</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#frequency"><code class="docutils literal notranslate"><span class="pre">frequency</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#by"><code class="docutils literal notranslate"><span class="pre">by</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#availability">Availability</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#capacity-factor">Capacity Factor</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#task-completion-rate">Task Completion Rate</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#equipment-costs">Equipment Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#service-equipment-utilization-rate">Service Equipment Utilization Rate</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#vessel-crew-hours-at-sea">Vessel-Crew Hours at Sea</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#number-of-tows">Number of Tows</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#labor-costs">Labor Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#equipment-and-labor-costs">Equipment and Labor Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#emissions">Emissions</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#component-costs">Component Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-cost-impacts">Fixed Cost Impacts</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#opex">OpEx</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#process-times">Process Times</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#power-production">Power Production</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#net-present-value">Net Present Value</a></li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="demonstration-of-the-available-metrics">
+<span id="metrics-demo"></span><h1>Demonstration of the Available Metrics<a class="headerlink" href="#demonstration-of-the-available-metrics" title="Link to this heading">#</a></h1>
+<p>For a complete list of metrics and their documentation, please see the API Metrics
+<a class="reference internal" href="../API/simulation_api.html#simulation-api-metrics"><span class="std std-ref">documentation</span></a>.</p>
+<p>This demonstration will rely on the results produced in the &quot;How To&quot; notebook and serves
+as an extension of the API documentation to show what the results will look like
+depending on what inputs are provided.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">pprint</span> <span class="kn">import</span> <span class="n">pprint</span>
+<span class="kn">from</span> <span class="nn">functools</span> <span class="kn">import</span> <span class="n">partial</span>
+
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+<span class="kn">from</span> <span class="nn">pandas.io.formats.style</span> <span class="kn">import</span> <span class="n">Styler</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Simulation</span><span class="p">,</span> <span class="n">Metrics</span>
+
+<span class="c1"># Clean up the aesthetics for the pandas outputs</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">30</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">10</span><span class="p">)</span>
+<span class="n">style</span> <span class="o">=</span> <span class="n">partial</span><span class="p">(</span>
+  <span class="n">Styler</span><span class="p">,</span>
+  <span class="n">table_attributes</span><span class="o">=</span><span class="s1">&#39;style=&quot;font-size: 14px; grid-column-count: 6&quot;&#39;</span><span class="p">,</span>
+  <span class="n">precision</span><span class="o">=</span><span class="mi">2</span><span class="p">,</span>
+  <span class="n">thousands</span><span class="o">=</span><span class="s2">&quot;,&quot;</span><span class="p">,</span>
+<span class="p">)</span>
+</pre></div>
+</div>
+</div>
+</div>
+<section id="table-of-contents">
+<span id="metrics-demo-toc"></span><h2>Table of Contents<a class="headerlink" href="#table-of-contents" title="Link to this heading">#</a></h2>
+<p>Below is a list of top-level sections to demonstrate how to use WOMBAT's <code class="docutils literal notranslate"><span class="pre">Metrics</span></code>
+class methods and an explanation of each individual metric.</p>
+<p>If you don't see a metric or result computation that is core to your work, please submit
+an <a class="reference external" href="https://github.com/WISDEM/WOMBAT/issues/new">issue</a> with details on what the metric
+is, and how it should be computed.</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#metrics-demo-setup"><span class="std std-ref">Setup</span></a>: Running a simulation to gather the results</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">Common Parameters</span></a>: Explanation of frequently used
+parameter settings</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-availability"><span class="std std-ref">Availability</span></a>: Time-based and energy-based availability</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-cf"><span class="std std-ref">Capacity Factor</span></a>: Gross and net capacity factor</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-task-completion"><span class="std std-ref">Task Completion Rate</span></a>: Task completion metrics</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-equipment-costs"><span class="std std-ref">Equipment Costs</span></a>: Cost breakdowns by servicing equipment</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-utilization-rate"><span class="std std-ref">Service Equipment Utilization Rate</span></a>: Utilization
+of servicing equipment</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-vessel-crew-hours"><span class="std std-ref">Vessel-Crew Hours at Sea</span></a>: Number of crew or vessel hours
+spent at sea</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-n-tows"><span class="std std-ref">Number of Tows</span></a>: Number of tows breakdowns</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-labor-costs"><span class="std std-ref">Labor Costs</span></a>: Breakdown of labor costs</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-equipment-labor-costs"><span class="std std-ref">Equipment and Labor Costs</span></a>: Combined servicing equipment
+and labor cost breakdown</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-emissions"><span class="std std-ref">Emissions</span></a>: Emissions of servicing equipment based on activity</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-component-costs"><span class="std std-ref">Component Costs</span></a>: Materials costs</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-fixed-costs"><span class="std std-ref">Fixed Cost Impacts</span></a>: Total fixed costs</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-opex"><span class="std std-ref">OpEx</span></a>: Project OpEx</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-process-times"><span class="std std-ref">Process Times</span></a>: Timing of various stages of repair and maintenance</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-power-production"><span class="std std-ref">Power Production</span></a>: Potential and actually produced power</p></li>
+<li><p><a class="reference internal" href="#metrics-demo-npv"><span class="std std-ref">Net Present Value</span></a>: Project NPV calculator</p></li>
+</ul>
+</section>
+<section id="setup">
+<span id="metrics-demo-setup"></span><h2>Setup<a class="headerlink" href="#setup" title="Link to this heading">#</a></h2>
+<p>The simulations from the <em>How To</em> notebook are going to be rerun as it is not
+recommended to create a Metrics class from scratch due to the large number of inputs
+that are required, and the initialization is provided in the simulation API's run method.</p>
+<p>To simplify this process, a feature has been added to save the simulation outputs
+required to generate the Metrics inputs and a method to reload those outputs as inputs.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span><span class="s2">&quot;DINWOODIE&quot;</span><span class="p">,</span> <span class="s2">&quot;base.yaml&quot;</span><span class="p">)</span>
+
+<span class="c1"># Both of these parameters are True by default for convenience</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">(</span><span class="n">create_metrics</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">save_metrics_inputs</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+
+<span class="c1"># Load the metrics data</span>
+<span class="n">fpath</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="o">.</span><span class="n">parent</span>
+<span class="n">fname</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">metrics_input_fname</span><span class="o">.</span><span class="n">name</span>
+<span class="n">metrics</span> <span class="o">=</span> <span class="n">Metrics</span><span class="o">.</span><span class="n">from_simulation_outputs</span><span class="p">(</span><span class="n">fpath</span><span class="p">,</span> <span class="n">fname</span><span class="p">)</span>
+
+<span class="c1"># Delete the log files now that they&#39;re loaded in</span>
+<span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="c1"># Alternatively, in this case because the simulation was run, we can use the</span>
+<span class="c1"># following for convenience convenience only</span>
+<span class="n">metrics</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="common-parameter-explanations">
+<span id="metrics-demo-common-parameters"></span><h2>Common Parameter Explanations<a class="headerlink" href="#common-parameter-explanations" title="Link to this heading">#</a></h2>
+<p>Before diving into each and every metric, and how they can be customized, it is worth
+noting some of the most common parameters used throughout, and their meanings to reduce
+redundancy. The varying output forms are demonstrated in the
+<a class="reference internal" href="#metrics-demo-availability"><span class="std std-ref">availability</span></a> section below.</p>
+<section id="frequency">
+<h3><code class="docutils literal notranslate"><span class="pre">frequency</span></code><a class="headerlink" href="#frequency" title="Link to this heading">#</a></h3>
+<dl class="simple myst">
+<dt>project</dt><dd><p>Computed across the whole simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having an empty
+index.</p>
+</dd>
+<dt>annual</dt><dd><p>Summary of each year in the simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having &quot;year&quot;
+as the index.</p>
+</dd>
+<dt>monthly</dt><dd><p>Summary of each month of the year, aggregated across years, with the resulting
+<code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having &quot;month&quot; as the index.</p>
+</dd>
+<dt>month-year</dt><dd><p>computed on a month-by-year basis, producing the results for every month of the
+simulation, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having &quot;year&quot; and &quot;month&quot; as the index.</p>
+</dd>
+</dl>
+</section>
+<section id="by">
+<h3><code class="docutils literal notranslate"><span class="pre">by</span></code><a class="headerlink" href="#by" title="Link to this heading">#</a></h3>
+<dl class="simple myst">
+<dt>windfarm</dt><dd><p>Aggregated across all turbines, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having only
+&quot;windfarm&quot; as a column</p>
+</dd>
+<dt>turbine</dt><dd><p>Computed for each turbine, with the resulting <code class="docutils literal notranslate"><span class="pre">DataFrame</span></code> having a column for each
+turbine</p>
+</dd>
+</dl>
+</section>
+</section>
+<section id="availability">
+<span id="metrics-demo-availability"></span><h2>Availability<a class="headerlink" href="#availability" title="Link to this heading">#</a></h2>
+<p>There are two methods to produce availability, which have their own function calls:</p>
+<ul class="simple">
+<li><p>energy: actual power produced divided by potential power produced</p>
+<ul>
+<li><p><a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.production_based_availability" title="wombat.core.post_processor.Metrics.production_based_availability"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.production_based_availability()</span></code></a></p></li>
+</ul>
+</li>
+<li><p>time: The ratio of all non-zero hours to all hours in the simulation, or the
+proportion of the simulation where turbines are operating</p>
+<ul>
+<li><p><a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.time_based_availability" title="wombat.core.post_processor.Metrics.time_based_availability"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.time_based_availability()</span></code></a></p></li>
+</ul>
+</li>
+</ul>
+<p>Here, we will go through the various input definitions to get time-based availability data as both methods use the same inputs, and provide outputs in the same format.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a> options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a> options: &quot;windfarm&quot; and
+&quot;turbine&quot;</p></li>
+</ul>
+<p>Below is a demonstration of the variations on <code class="docutils literal notranslate"><span class="pre">frequency</span></code> and <code class="docutils literal notranslate"><span class="pre">by</span></code> for
+<code class="docutils literal notranslate"><span class="pre">time_based_availability</span></code>.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_beb0c" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_beb0c_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_beb0c_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_beb0c_row0_col0" class="data row0 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_b2766" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_b2766_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_b2766_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_b2766_row0_col0" class="data row0 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<p>Note that in the two above examples, that the values are equal. This is due to the fact
+that the example simulation does not have any operating reduction applied to failures,
+unless it's a catastrophic failure, so there is no expected difference.</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the by turbine granularity</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;turbine&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_8e2e4" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_8e2e4_level0_col0" class="col_heading level0 col0" >S00T1</th>
+      <th id="T_8e2e4_level0_col1" class="col_heading level0 col1" >S00T2</th>
+      <th id="T_8e2e4_level0_col2" class="col_heading level0 col2" >S00T3</th>
+      <th id="T_8e2e4_level0_col3" class="col_heading level0 col3" >S00T4</th>
+      <th id="T_8e2e4_level0_col4" class="col_heading level0 col4" >S00T5</th>
+      <th id="T_8e2e4_level0_col5" class="col_heading level0 col5" >S00T6</th>
+      <th id="T_8e2e4_level0_col6" class="col_heading level0 col6" >S00T7</th>
+      <th id="T_8e2e4_level0_col7" class="col_heading level0 col7" >S00T8</th>
+      <th id="T_8e2e4_level0_col8" class="col_heading level0 col8" >S00T9</th>
+      <th id="T_8e2e4_level0_col9" class="col_heading level0 col9" >S00T10</th>
+      <th id="T_8e2e4_level0_col10" class="col_heading level0 col10" >S00T11</th>
+      <th id="T_8e2e4_level0_col11" class="col_heading level0 col11" >S00T12</th>
+      <th id="T_8e2e4_level0_col12" class="col_heading level0 col12" >S00T13</th>
+      <th id="T_8e2e4_level0_col13" class="col_heading level0 col13" >S00T14</th>
+      <th id="T_8e2e4_level0_col14" class="col_heading level0 col14" >S00T15</th>
+      <th id="T_8e2e4_level0_col15" class="col_heading level0 col15" >S00T16</th>
+      <th id="T_8e2e4_level0_col16" class="col_heading level0 col16" >S00T17</th>
+      <th id="T_8e2e4_level0_col17" class="col_heading level0 col17" >S00T18</th>
+      <th id="T_8e2e4_level0_col18" class="col_heading level0 col18" >S00T19</th>
+      <th id="T_8e2e4_level0_col19" class="col_heading level0 col19" >S00T20</th>
+      <th id="T_8e2e4_level0_col20" class="col_heading level0 col20" >S00T21</th>
+      <th id="T_8e2e4_level0_col21" class="col_heading level0 col21" >S00T22</th>
+      <th id="T_8e2e4_level0_col22" class="col_heading level0 col22" >S00T23</th>
+      <th id="T_8e2e4_level0_col23" class="col_heading level0 col23" >S00T24</th>
+      <th id="T_8e2e4_level0_col24" class="col_heading level0 col24" >S00T25</th>
+      <th id="T_8e2e4_level0_col25" class="col_heading level0 col25" >S00T26</th>
+      <th id="T_8e2e4_level0_col26" class="col_heading level0 col26" >S00T27</th>
+      <th id="T_8e2e4_level0_col27" class="col_heading level0 col27" >S00T28</th>
+      <th id="T_8e2e4_level0_col28" class="col_heading level0 col28" >S00T29</th>
+      <th id="T_8e2e4_level0_col29" class="col_heading level0 col29" >S00T30</th>
+      <th id="T_8e2e4_level0_col30" class="col_heading level0 col30" >S00T31</th>
+      <th id="T_8e2e4_level0_col31" class="col_heading level0 col31" >S00T32</th>
+      <th id="T_8e2e4_level0_col32" class="col_heading level0 col32" >S00T33</th>
+      <th id="T_8e2e4_level0_col33" class="col_heading level0 col33" >S00T34</th>
+      <th id="T_8e2e4_level0_col34" class="col_heading level0 col34" >S00T35</th>
+      <th id="T_8e2e4_level0_col35" class="col_heading level0 col35" >S00T36</th>
+      <th id="T_8e2e4_level0_col36" class="col_heading level0 col36" >S00T37</th>
+      <th id="T_8e2e4_level0_col37" class="col_heading level0 col37" >S00T38</th>
+      <th id="T_8e2e4_level0_col38" class="col_heading level0 col38" >S00T39</th>
+      <th id="T_8e2e4_level0_col39" class="col_heading level0 col39" >S00T40</th>
+      <th id="T_8e2e4_level0_col40" class="col_heading level0 col40" >S00T41</th>
+      <th id="T_8e2e4_level0_col41" class="col_heading level0 col41" >S00T42</th>
+      <th id="T_8e2e4_level0_col42" class="col_heading level0 col42" >S00T43</th>
+      <th id="T_8e2e4_level0_col43" class="col_heading level0 col43" >S00T44</th>
+      <th id="T_8e2e4_level0_col44" class="col_heading level0 col44" >S00T45</th>
+      <th id="T_8e2e4_level0_col45" class="col_heading level0 col45" >S00T46</th>
+      <th id="T_8e2e4_level0_col46" class="col_heading level0 col46" >S00T47</th>
+      <th id="T_8e2e4_level0_col47" class="col_heading level0 col47" >S00T48</th>
+      <th id="T_8e2e4_level0_col48" class="col_heading level0 col48" >S00T49</th>
+      <th id="T_8e2e4_level0_col49" class="col_heading level0 col49" >S00T50</th>
+      <th id="T_8e2e4_level0_col50" class="col_heading level0 col50" >S00T51</th>
+      <th id="T_8e2e4_level0_col51" class="col_heading level0 col51" >S00T52</th>
+      <th id="T_8e2e4_level0_col52" class="col_heading level0 col52" >S00T53</th>
+      <th id="T_8e2e4_level0_col53" class="col_heading level0 col53" >S00T54</th>
+      <th id="T_8e2e4_level0_col54" class="col_heading level0 col54" >S00T55</th>
+      <th id="T_8e2e4_level0_col55" class="col_heading level0 col55" >S00T56</th>
+      <th id="T_8e2e4_level0_col56" class="col_heading level0 col56" >S00T57</th>
+      <th id="T_8e2e4_level0_col57" class="col_heading level0 col57" >S00T58</th>
+      <th id="T_8e2e4_level0_col58" class="col_heading level0 col58" >S00T59</th>
+      <th id="T_8e2e4_level0_col59" class="col_heading level0 col59" >S00T60</th>
+      <th id="T_8e2e4_level0_col60" class="col_heading level0 col60" >S00T61</th>
+      <th id="T_8e2e4_level0_col61" class="col_heading level0 col61" >S00T62</th>
+      <th id="T_8e2e4_level0_col62" class="col_heading level0 col62" >S00T63</th>
+      <th id="T_8e2e4_level0_col63" class="col_heading level0 col63" >S00T64</th>
+      <th id="T_8e2e4_level0_col64" class="col_heading level0 col64" >S00T65</th>
+      <th id="T_8e2e4_level0_col65" class="col_heading level0 col65" >S00T66</th>
+      <th id="T_8e2e4_level0_col66" class="col_heading level0 col66" >S00T67</th>
+      <th id="T_8e2e4_level0_col67" class="col_heading level0 col67" >S00T68</th>
+      <th id="T_8e2e4_level0_col68" class="col_heading level0 col68" >S00T69</th>
+      <th id="T_8e2e4_level0_col69" class="col_heading level0 col69" >S00T70</th>
+      <th id="T_8e2e4_level0_col70" class="col_heading level0 col70" >S00T71</th>
+      <th id="T_8e2e4_level0_col71" class="col_heading level0 col71" >S00T72</th>
+      <th id="T_8e2e4_level0_col72" class="col_heading level0 col72" >S00T73</th>
+      <th id="T_8e2e4_level0_col73" class="col_heading level0 col73" >S00T74</th>
+      <th id="T_8e2e4_level0_col74" class="col_heading level0 col74" >S00T75</th>
+      <th id="T_8e2e4_level0_col75" class="col_heading level0 col75" >S00T76</th>
+      <th id="T_8e2e4_level0_col76" class="col_heading level0 col76" >S00T77</th>
+      <th id="T_8e2e4_level0_col77" class="col_heading level0 col77" >S00T78</th>
+      <th id="T_8e2e4_level0_col78" class="col_heading level0 col78" >S00T79</th>
+      <th id="T_8e2e4_level0_col79" class="col_heading level0 col79" >S00T80</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_8e2e4_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_8e2e4_row0_col0" class="data row0 col0" >0.94</td>
+      <td id="T_8e2e4_row0_col1" class="data row0 col1" >0.95</td>
+      <td id="T_8e2e4_row0_col2" class="data row0 col2" >0.97</td>
+      <td id="T_8e2e4_row0_col3" class="data row0 col3" >0.96</td>
+      <td id="T_8e2e4_row0_col4" class="data row0 col4" >0.98</td>
+      <td id="T_8e2e4_row0_col5" class="data row0 col5" >0.96</td>
+      <td id="T_8e2e4_row0_col6" class="data row0 col6" >0.97</td>
+      <td id="T_8e2e4_row0_col7" class="data row0 col7" >0.98</td>
+      <td id="T_8e2e4_row0_col8" class="data row0 col8" >0.98</td>
+      <td id="T_8e2e4_row0_col9" class="data row0 col9" >0.97</td>
+      <td id="T_8e2e4_row0_col10" class="data row0 col10" >0.97</td>
+      <td id="T_8e2e4_row0_col11" class="data row0 col11" >0.97</td>
+      <td id="T_8e2e4_row0_col12" class="data row0 col12" >0.98</td>
+      <td id="T_8e2e4_row0_col13" class="data row0 col13" >0.97</td>
+      <td id="T_8e2e4_row0_col14" class="data row0 col14" >0.98</td>
+      <td id="T_8e2e4_row0_col15" class="data row0 col15" >0.96</td>
+      <td id="T_8e2e4_row0_col16" class="data row0 col16" >0.97</td>
+      <td id="T_8e2e4_row0_col17" class="data row0 col17" >0.98</td>
+      <td id="T_8e2e4_row0_col18" class="data row0 col18" >0.98</td>
+      <td id="T_8e2e4_row0_col19" class="data row0 col19" >0.97</td>
+      <td id="T_8e2e4_row0_col20" class="data row0 col20" >0.96</td>
+      <td id="T_8e2e4_row0_col21" class="data row0 col21" >0.97</td>
+      <td id="T_8e2e4_row0_col22" class="data row0 col22" >0.95</td>
+      <td id="T_8e2e4_row0_col23" class="data row0 col23" >0.97</td>
+      <td id="T_8e2e4_row0_col24" class="data row0 col24" >0.97</td>
+      <td id="T_8e2e4_row0_col25" class="data row0 col25" >0.98</td>
+      <td id="T_8e2e4_row0_col26" class="data row0 col26" >0.92</td>
+      <td id="T_8e2e4_row0_col27" class="data row0 col27" >0.97</td>
+      <td id="T_8e2e4_row0_col28" class="data row0 col28" >0.98</td>
+      <td id="T_8e2e4_row0_col29" class="data row0 col29" >0.97</td>
+      <td id="T_8e2e4_row0_col30" class="data row0 col30" >0.97</td>
+      <td id="T_8e2e4_row0_col31" class="data row0 col31" >0.98</td>
+      <td id="T_8e2e4_row0_col32" class="data row0 col32" >0.96</td>
+      <td id="T_8e2e4_row0_col33" class="data row0 col33" >0.97</td>
+      <td id="T_8e2e4_row0_col34" class="data row0 col34" >0.98</td>
+      <td id="T_8e2e4_row0_col35" class="data row0 col35" >0.98</td>
+      <td id="T_8e2e4_row0_col36" class="data row0 col36" >0.97</td>
+      <td id="T_8e2e4_row0_col37" class="data row0 col37" >0.96</td>
+      <td id="T_8e2e4_row0_col38" class="data row0 col38" >0.97</td>
+      <td id="T_8e2e4_row0_col39" class="data row0 col39" >0.95</td>
+      <td id="T_8e2e4_row0_col40" class="data row0 col40" >0.93</td>
+      <td id="T_8e2e4_row0_col41" class="data row0 col41" >0.98</td>
+      <td id="T_8e2e4_row0_col42" class="data row0 col42" >0.95</td>
+      <td id="T_8e2e4_row0_col43" class="data row0 col43" >0.97</td>
+      <td id="T_8e2e4_row0_col44" class="data row0 col44" >0.95</td>
+      <td id="T_8e2e4_row0_col45" class="data row0 col45" >0.95</td>
+      <td id="T_8e2e4_row0_col46" class="data row0 col46" >0.97</td>
+      <td id="T_8e2e4_row0_col47" class="data row0 col47" >0.97</td>
+      <td id="T_8e2e4_row0_col48" class="data row0 col48" >0.96</td>
+      <td id="T_8e2e4_row0_col49" class="data row0 col49" >0.96</td>
+      <td id="T_8e2e4_row0_col50" class="data row0 col50" >0.97</td>
+      <td id="T_8e2e4_row0_col51" class="data row0 col51" >0.98</td>
+      <td id="T_8e2e4_row0_col52" class="data row0 col52" >0.95</td>
+      <td id="T_8e2e4_row0_col53" class="data row0 col53" >0.97</td>
+      <td id="T_8e2e4_row0_col54" class="data row0 col54" >0.98</td>
+      <td id="T_8e2e4_row0_col55" class="data row0 col55" >0.95</td>
+      <td id="T_8e2e4_row0_col56" class="data row0 col56" >0.98</td>
+      <td id="T_8e2e4_row0_col57" class="data row0 col57" >0.97</td>
+      <td id="T_8e2e4_row0_col58" class="data row0 col58" >0.97</td>
+      <td id="T_8e2e4_row0_col59" class="data row0 col59" >0.94</td>
+      <td id="T_8e2e4_row0_col60" class="data row0 col60" >0.98</td>
+      <td id="T_8e2e4_row0_col61" class="data row0 col61" >0.97</td>
+      <td id="T_8e2e4_row0_col62" class="data row0 col62" >0.95</td>
+      <td id="T_8e2e4_row0_col63" class="data row0 col63" >0.98</td>
+      <td id="T_8e2e4_row0_col64" class="data row0 col64" >0.94</td>
+      <td id="T_8e2e4_row0_col65" class="data row0 col65" >0.97</td>
+      <td id="T_8e2e4_row0_col66" class="data row0 col66" >0.97</td>
+      <td id="T_8e2e4_row0_col67" class="data row0 col67" >0.97</td>
+      <td id="T_8e2e4_row0_col68" class="data row0 col68" >0.98</td>
+      <td id="T_8e2e4_row0_col69" class="data row0 col69" >0.97</td>
+      <td id="T_8e2e4_row0_col70" class="data row0 col70" >0.98</td>
+      <td id="T_8e2e4_row0_col71" class="data row0 col71" >0.98</td>
+      <td id="T_8e2e4_row0_col72" class="data row0 col72" >0.94</td>
+      <td id="T_8e2e4_row0_col73" class="data row0 col73" >0.97</td>
+      <td id="T_8e2e4_row0_col74" class="data row0 col74" >0.97</td>
+      <td id="T_8e2e4_row0_col75" class="data row0 col75" >0.96</td>
+      <td id="T_8e2e4_row0_col76" class="data row0 col76" >0.95</td>
+      <td id="T_8e2e4_row0_col77" class="data row0 col77" >0.97</td>
+      <td id="T_8e2e4_row0_col78" class="data row0 col78" >0.97</td>
+      <td id="T_8e2e4_row0_col79" class="data row0 col79" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the annualized outputs</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_58e2f" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_58e2f_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_58e2f_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_58e2f_row0_col0" class="data row0 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_58e2f_row1_col0" class="data row1 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_58e2f_row2_col0" class="data row2 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_58e2f_row3_col0" class="data row3 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_58e2f_row4_col0" class="data row4 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_58e2f_row5_col0" class="data row5 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_58e2f_row6_col0" class="data row6 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_58e2f_row7_col0" class="data row7 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_58e2f_row8_col0" class="data row8 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_58e2f_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_58e2f_row9_col0" class="data row9 col0" >0.96</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the month aggregations</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;monthly&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_c6d81" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_c6d81_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >month</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_c6d81_level0_row0" class="row_heading level0 row0" >1</th>
+      <td id="T_c6d81_row0_col0" class="data row0 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row1" class="row_heading level0 row1" >2</th>
+      <td id="T_c6d81_row1_col0" class="data row1 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row2" class="row_heading level0 row2" >3</th>
+      <td id="T_c6d81_row2_col0" class="data row2 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row3" class="row_heading level0 row3" >4</th>
+      <td id="T_c6d81_row3_col0" class="data row3 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row4" class="row_heading level0 row4" >5</th>
+      <td id="T_c6d81_row4_col0" class="data row4 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row5" class="row_heading level0 row5" >6</th>
+      <td id="T_c6d81_row5_col0" class="data row5 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row6" class="row_heading level0 row6" >7</th>
+      <td id="T_c6d81_row6_col0" class="data row6 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row7" class="row_heading level0 row7" >8</th>
+      <td id="T_c6d81_row7_col0" class="data row7 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row8" class="row_heading level0 row8" >9</th>
+      <td id="T_c6d81_row8_col0" class="data row8 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row9" class="row_heading level0 row9" >10</th>
+      <td id="T_c6d81_row9_col0" class="data row9 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row10" class="row_heading level0 row10" >11</th>
+      <td id="T_c6d81_row10_col0" class="data row10 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_c6d81_level0_row11" class="row_heading level0 row11" >12</th>
+      <td id="T_c6d81_row11_col0" class="data row11 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Demonstrate the granular monthly reporting</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;month-year&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_2581c" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_2581c_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="index_name level1" >month</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_2581c_level0_row0" class="row_heading level0 row0" rowspan="12">2003</th>
+      <th id="T_2581c_level1_row0" class="row_heading level1 row0" >1</th>
+      <td id="T_2581c_row0_col0" class="data row0 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row1" class="row_heading level1 row1" >2</th>
+      <td id="T_2581c_row1_col0" class="data row1 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row2" class="row_heading level1 row2" >3</th>
+      <td id="T_2581c_row2_col0" class="data row2 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row3" class="row_heading level1 row3" >4</th>
+      <td id="T_2581c_row3_col0" class="data row3 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row4" class="row_heading level1 row4" >5</th>
+      <td id="T_2581c_row4_col0" class="data row4 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row5" class="row_heading level1 row5" >6</th>
+      <td id="T_2581c_row5_col0" class="data row5 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row6" class="row_heading level1 row6" >7</th>
+      <td id="T_2581c_row6_col0" class="data row6 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row7" class="row_heading level1 row7" >8</th>
+      <td id="T_2581c_row7_col0" class="data row7 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row8" class="row_heading level1 row8" >9</th>
+      <td id="T_2581c_row8_col0" class="data row8 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row9" class="row_heading level1 row9" >10</th>
+      <td id="T_2581c_row9_col0" class="data row9 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row10" class="row_heading level1 row10" >11</th>
+      <td id="T_2581c_row10_col0" class="data row10 col0" >0.99</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row11" class="row_heading level1 row11" >12</th>
+      <td id="T_2581c_row11_col0" class="data row11 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row12" class="row_heading level0 row12" rowspan="12">2004</th>
+      <th id="T_2581c_level1_row12" class="row_heading level1 row12" >1</th>
+      <td id="T_2581c_row12_col0" class="data row12 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row13" class="row_heading level1 row13" >2</th>
+      <td id="T_2581c_row13_col0" class="data row13 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row14" class="row_heading level1 row14" >3</th>
+      <td id="T_2581c_row14_col0" class="data row14 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row15" class="row_heading level1 row15" >4</th>
+      <td id="T_2581c_row15_col0" class="data row15 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row16" class="row_heading level1 row16" >5</th>
+      <td id="T_2581c_row16_col0" class="data row16 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row17" class="row_heading level1 row17" >6</th>
+      <td id="T_2581c_row17_col0" class="data row17 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row18" class="row_heading level1 row18" >7</th>
+      <td id="T_2581c_row18_col0" class="data row18 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row19" class="row_heading level1 row19" >8</th>
+      <td id="T_2581c_row19_col0" class="data row19 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row20" class="row_heading level1 row20" >9</th>
+      <td id="T_2581c_row20_col0" class="data row20 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row21" class="row_heading level1 row21" >10</th>
+      <td id="T_2581c_row21_col0" class="data row21 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row22" class="row_heading level1 row22" >11</th>
+      <td id="T_2581c_row22_col0" class="data row22 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row23" class="row_heading level1 row23" >12</th>
+      <td id="T_2581c_row23_col0" class="data row23 col0" >0.98</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row24" class="row_heading level0 row24" rowspan="12">2005</th>
+      <th id="T_2581c_level1_row24" class="row_heading level1 row24" >1</th>
+      <td id="T_2581c_row24_col0" class="data row24 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row25" class="row_heading level1 row25" >2</th>
+      <td id="T_2581c_row25_col0" class="data row25 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row26" class="row_heading level1 row26" >3</th>
+      <td id="T_2581c_row26_col0" class="data row26 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row27" class="row_heading level1 row27" >4</th>
+      <td id="T_2581c_row27_col0" class="data row27 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row28" class="row_heading level1 row28" >5</th>
+      <td id="T_2581c_row28_col0" class="data row28 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row29" class="row_heading level1 row29" >6</th>
+      <td id="T_2581c_row29_col0" class="data row29 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row30" class="row_heading level1 row30" >7</th>
+      <td id="T_2581c_row30_col0" class="data row30 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row31" class="row_heading level1 row31" >8</th>
+      <td id="T_2581c_row31_col0" class="data row31 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row32" class="row_heading level1 row32" >9</th>
+      <td id="T_2581c_row32_col0" class="data row32 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row33" class="row_heading level1 row33" >10</th>
+      <td id="T_2581c_row33_col0" class="data row33 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row34" class="row_heading level1 row34" >11</th>
+      <td id="T_2581c_row34_col0" class="data row34 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row35" class="row_heading level1 row35" >12</th>
+      <td id="T_2581c_row35_col0" class="data row35 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row36" class="row_heading level0 row36" rowspan="12">2006</th>
+      <th id="T_2581c_level1_row36" class="row_heading level1 row36" >1</th>
+      <td id="T_2581c_row36_col0" class="data row36 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row37" class="row_heading level1 row37" >2</th>
+      <td id="T_2581c_row37_col0" class="data row37 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row38" class="row_heading level1 row38" >3</th>
+      <td id="T_2581c_row38_col0" class="data row38 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row39" class="row_heading level1 row39" >4</th>
+      <td id="T_2581c_row39_col0" class="data row39 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row40" class="row_heading level1 row40" >5</th>
+      <td id="T_2581c_row40_col0" class="data row40 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row41" class="row_heading level1 row41" >6</th>
+      <td id="T_2581c_row41_col0" class="data row41 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row42" class="row_heading level1 row42" >7</th>
+      <td id="T_2581c_row42_col0" class="data row42 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row43" class="row_heading level1 row43" >8</th>
+      <td id="T_2581c_row43_col0" class="data row43 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row44" class="row_heading level1 row44" >9</th>
+      <td id="T_2581c_row44_col0" class="data row44 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row45" class="row_heading level1 row45" >10</th>
+      <td id="T_2581c_row45_col0" class="data row45 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row46" class="row_heading level1 row46" >11</th>
+      <td id="T_2581c_row46_col0" class="data row46 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row47" class="row_heading level1 row47" >12</th>
+      <td id="T_2581c_row47_col0" class="data row47 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row48" class="row_heading level0 row48" rowspan="12">2007</th>
+      <th id="T_2581c_level1_row48" class="row_heading level1 row48" >1</th>
+      <td id="T_2581c_row48_col0" class="data row48 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row49" class="row_heading level1 row49" >2</th>
+      <td id="T_2581c_row49_col0" class="data row49 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row50" class="row_heading level1 row50" >3</th>
+      <td id="T_2581c_row50_col0" class="data row50 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row51" class="row_heading level1 row51" >4</th>
+      <td id="T_2581c_row51_col0" class="data row51 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row52" class="row_heading level1 row52" >5</th>
+      <td id="T_2581c_row52_col0" class="data row52 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row53" class="row_heading level1 row53" >6</th>
+      <td id="T_2581c_row53_col0" class="data row53 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row54" class="row_heading level1 row54" >7</th>
+      <td id="T_2581c_row54_col0" class="data row54 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row55" class="row_heading level1 row55" >8</th>
+      <td id="T_2581c_row55_col0" class="data row55 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row56" class="row_heading level1 row56" >9</th>
+      <td id="T_2581c_row56_col0" class="data row56 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row57" class="row_heading level1 row57" >10</th>
+      <td id="T_2581c_row57_col0" class="data row57 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row58" class="row_heading level1 row58" >11</th>
+      <td id="T_2581c_row58_col0" class="data row58 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row59" class="row_heading level1 row59" >12</th>
+      <td id="T_2581c_row59_col0" class="data row59 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row60" class="row_heading level0 row60" rowspan="12">2008</th>
+      <th id="T_2581c_level1_row60" class="row_heading level1 row60" >1</th>
+      <td id="T_2581c_row60_col0" class="data row60 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row61" class="row_heading level1 row61" >2</th>
+      <td id="T_2581c_row61_col0" class="data row61 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row62" class="row_heading level1 row62" >3</th>
+      <td id="T_2581c_row62_col0" class="data row62 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row63" class="row_heading level1 row63" >4</th>
+      <td id="T_2581c_row63_col0" class="data row63 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row64" class="row_heading level1 row64" >5</th>
+      <td id="T_2581c_row64_col0" class="data row64 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row65" class="row_heading level1 row65" >6</th>
+      <td id="T_2581c_row65_col0" class="data row65 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row66" class="row_heading level1 row66" >7</th>
+      <td id="T_2581c_row66_col0" class="data row66 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row67" class="row_heading level1 row67" >8</th>
+      <td id="T_2581c_row67_col0" class="data row67 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row68" class="row_heading level1 row68" >9</th>
+      <td id="T_2581c_row68_col0" class="data row68 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row69" class="row_heading level1 row69" >10</th>
+      <td id="T_2581c_row69_col0" class="data row69 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row70" class="row_heading level1 row70" >11</th>
+      <td id="T_2581c_row70_col0" class="data row70 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row71" class="row_heading level1 row71" >12</th>
+      <td id="T_2581c_row71_col0" class="data row71 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row72" class="row_heading level0 row72" rowspan="12">2009</th>
+      <th id="T_2581c_level1_row72" class="row_heading level1 row72" >1</th>
+      <td id="T_2581c_row72_col0" class="data row72 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row73" class="row_heading level1 row73" >2</th>
+      <td id="T_2581c_row73_col0" class="data row73 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row74" class="row_heading level1 row74" >3</th>
+      <td id="T_2581c_row74_col0" class="data row74 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row75" class="row_heading level1 row75" >4</th>
+      <td id="T_2581c_row75_col0" class="data row75 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row76" class="row_heading level1 row76" >5</th>
+      <td id="T_2581c_row76_col0" class="data row76 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row77" class="row_heading level1 row77" >6</th>
+      <td id="T_2581c_row77_col0" class="data row77 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row78" class="row_heading level1 row78" >7</th>
+      <td id="T_2581c_row78_col0" class="data row78 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row79" class="row_heading level1 row79" >8</th>
+      <td id="T_2581c_row79_col0" class="data row79 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row80" class="row_heading level1 row80" >9</th>
+      <td id="T_2581c_row80_col0" class="data row80 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row81" class="row_heading level1 row81" >10</th>
+      <td id="T_2581c_row81_col0" class="data row81 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row82" class="row_heading level1 row82" >11</th>
+      <td id="T_2581c_row82_col0" class="data row82 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row83" class="row_heading level1 row83" >12</th>
+      <td id="T_2581c_row83_col0" class="data row83 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row84" class="row_heading level0 row84" rowspan="12">2010</th>
+      <th id="T_2581c_level1_row84" class="row_heading level1 row84" >1</th>
+      <td id="T_2581c_row84_col0" class="data row84 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row85" class="row_heading level1 row85" >2</th>
+      <td id="T_2581c_row85_col0" class="data row85 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row86" class="row_heading level1 row86" >3</th>
+      <td id="T_2581c_row86_col0" class="data row86 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row87" class="row_heading level1 row87" >4</th>
+      <td id="T_2581c_row87_col0" class="data row87 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row88" class="row_heading level1 row88" >5</th>
+      <td id="T_2581c_row88_col0" class="data row88 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row89" class="row_heading level1 row89" >6</th>
+      <td id="T_2581c_row89_col0" class="data row89 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row90" class="row_heading level1 row90" >7</th>
+      <td id="T_2581c_row90_col0" class="data row90 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row91" class="row_heading level1 row91" >8</th>
+      <td id="T_2581c_row91_col0" class="data row91 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row92" class="row_heading level1 row92" >9</th>
+      <td id="T_2581c_row92_col0" class="data row92 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row93" class="row_heading level1 row93" >10</th>
+      <td id="T_2581c_row93_col0" class="data row93 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row94" class="row_heading level1 row94" >11</th>
+      <td id="T_2581c_row94_col0" class="data row94 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row95" class="row_heading level1 row95" >12</th>
+      <td id="T_2581c_row95_col0" class="data row95 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row96" class="row_heading level0 row96" rowspan="12">2011</th>
+      <th id="T_2581c_level1_row96" class="row_heading level1 row96" >1</th>
+      <td id="T_2581c_row96_col0" class="data row96 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row97" class="row_heading level1 row97" >2</th>
+      <td id="T_2581c_row97_col0" class="data row97 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row98" class="row_heading level1 row98" >3</th>
+      <td id="T_2581c_row98_col0" class="data row98 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row99" class="row_heading level1 row99" >4</th>
+      <td id="T_2581c_row99_col0" class="data row99 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row100" class="row_heading level1 row100" >5</th>
+      <td id="T_2581c_row100_col0" class="data row100 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row101" class="row_heading level1 row101" >6</th>
+      <td id="T_2581c_row101_col0" class="data row101 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row102" class="row_heading level1 row102" >7</th>
+      <td id="T_2581c_row102_col0" class="data row102 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row103" class="row_heading level1 row103" >8</th>
+      <td id="T_2581c_row103_col0" class="data row103 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row104" class="row_heading level1 row104" >9</th>
+      <td id="T_2581c_row104_col0" class="data row104 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row105" class="row_heading level1 row105" >10</th>
+      <td id="T_2581c_row105_col0" class="data row105 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row106" class="row_heading level1 row106" >11</th>
+      <td id="T_2581c_row106_col0" class="data row106 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row107" class="row_heading level1 row107" >12</th>
+      <td id="T_2581c_row107_col0" class="data row107 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level0_row108" class="row_heading level0 row108" rowspan="12">2012</th>
+      <th id="T_2581c_level1_row108" class="row_heading level1 row108" >1</th>
+      <td id="T_2581c_row108_col0" class="data row108 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row109" class="row_heading level1 row109" >2</th>
+      <td id="T_2581c_row109_col0" class="data row109 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row110" class="row_heading level1 row110" >3</th>
+      <td id="T_2581c_row110_col0" class="data row110 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row111" class="row_heading level1 row111" >4</th>
+      <td id="T_2581c_row111_col0" class="data row111 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row112" class="row_heading level1 row112" >5</th>
+      <td id="T_2581c_row112_col0" class="data row112 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row113" class="row_heading level1 row113" >6</th>
+      <td id="T_2581c_row113_col0" class="data row113 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row114" class="row_heading level1 row114" >7</th>
+      <td id="T_2581c_row114_col0" class="data row114 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row115" class="row_heading level1 row115" >8</th>
+      <td id="T_2581c_row115_col0" class="data row115 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row116" class="row_heading level1 row116" >9</th>
+      <td id="T_2581c_row116_col0" class="data row116 col0" >0.96</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row117" class="row_heading level1 row117" >10</th>
+      <td id="T_2581c_row117_col0" class="data row117 col0" >0.95</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row118" class="row_heading level1 row118" >11</th>
+      <td id="T_2581c_row118_col0" class="data row118 col0" >0.97</td>
+    </tr>
+    <tr>
+      <th id="T_2581c_level1_row119" class="row_heading level1 row119" >12</th>
+      <td id="T_2581c_row119_col0" class="data row119 col0" >0.97</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="capacity-factor">
+<span id="metrics-demo-cf"></span><h2>Capacity Factor<a class="headerlink" href="#capacity-factor" title="Link to this heading">#</a></h2>
+<p>The capacity factor is the ratio of actual (net) or potential (gross) energy production
+divided by the project's capacity. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.capacity_factor" title="wombat.core.post_processor.Metrics.capacity_factor"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.capacity_factor()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">which</span></code></p>
+<ul>
+<li><p>&quot;net&quot;: net capacity factor, actual production divided by the plant capacity</p></li>
+<li><p>&quot;gross&quot;: gross capacity factor, potential production divided by the plant capacity</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;windfarm&quot; and
+&quot;turbine&quot;</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">net_cf</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">gross_cf</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Net capacity factor: </span><span class="si">{</span><span class="n">net_cf</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Gross capacity factor: </span><span class="si">{</span><span class="n">gross_cf</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Net capacity factor: 46.02%
+Gross capacity factor: 47.67%
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="task-completion-rate">
+<span id="metrics-demo-task-completion"></span><h2>Task Completion Rate<a class="headerlink" href="#task-completion-rate" title="Link to this heading">#</a></h2>
+<p>The task completion rate is the ratio of tasks completed aggregated to the desired
+<code class="docutils literal notranslate"><span class="pre">frequency</span></code>. It is possible to have a &gt;100% completion rate if all maintenance and
+failure requests submitted in a time period were completed in addition to those that
+went unfinished in prior time periods. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.task_completion_rate" title="wombat.core.post_processor.Metrics.task_completion_rate"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.task_completion_rate()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">which</span></code></p>
+<ul>
+<li><p>&quot;scheduled&quot;: scheduled maintenance only (classified as maintenance tasks in inputs)</p></li>
+<li><p>&quot;unscheduled&quot;: unscheduled maintenance only (classified as failure events in inputs)</p></li>
+<li><p>&quot;both&quot;: Combined completion rate for all tasks</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">scheduled</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;scheduled&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">unscheduled</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;unscheduled&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="n">combined</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;  Scheduled Task Completion Rate: </span><span class="si">{</span><span class="n">scheduled</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Unscheduled Task Completion Rate: </span><span class="si">{</span><span class="n">unscheduled</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;    Overall Task Completion Rate: </span><span class="si">{</span><span class="n">combined</span><span class="si">:</span><span class="s2">.2%</span><span class="si">}</span><span class="s2">&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>  Scheduled Task Completion Rate: 67.98%
+Unscheduled Task Completion Rate: 99.89%
+    Overall Task Completion Rate: 97.40%
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="equipment-costs">
+<span id="metrics-demo-equipment-costs"></span><h2>Equipment Costs<a class="headerlink" href="#equipment-costs" title="Link to this heading">#</a></h2>
+<p>Sum of the costs associated with a simulation's servicing equipment, which excludes
+materials, downtime, etc. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_costs" title="wombat.core.post_processor.Metrics.equipment_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.equipment_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_equipment</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Aggregates all equipment into a single cost</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Computes for each unit of servicing equipment</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total at the whole wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_1860e" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_1860e_level0_col0" class="col_heading level0 col0" >equipment_cost</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_1860e_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_1860e_row0_col0" class="data row0 col0" >123,427,472.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at servicing equipment level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:731: FutureWarning: &lt;class &#39;pandas.core.arrays.string_.StringArray&#39;&gt;._reduce will require a `keepdims` parameter in the future
+  costs = costs.fillna(costs.max(axis=0)).T
+</pre></div>
+</div>
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_9cb4b" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_9cb4b_level0_col0" class="col_heading level0 col0" >Crew Transfer Vessel 1</th>
+      <th id="T_9cb4b_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 2</th>
+      <th id="T_9cb4b_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 3</th>
+      <th id="T_9cb4b_level0_col3" class="col_heading level0 col3" >Field Support Vessel</th>
+      <th id="T_9cb4b_level0_col4" class="col_heading level0 col4" >Heavy Lift Vessel</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_9cb4b_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_9cb4b_row0_col0" class="data row0 col0" >6,390,497.04</td>
+      <td id="T_9cb4b_row0_col1" class="data row0 col1" >6,390,503.70</td>
+      <td id="T_9cb4b_row0_col2" class="data row0 col2" >6,390,499.95</td>
+      <td id="T_9cb4b_row0_col3" class="data row0 col3" >2,981,921.79</td>
+      <td id="T_9cb4b_row0_col4" class="data row0 col4" >101,274,050.35</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="service-equipment-utilization-rate">
+<span id="metrics-demo-utilization-rate"></span><h2>Service Equipment Utilization Rate<a class="headerlink" href="#service-equipment-utilization-rate" title="Link to this heading">#</a></h2>
+<p>Ratio of days when the servicing equipment is in use (not delayed for a whole day due to
+either weather or lack of repairs to be completed) to the number of days it's present in
+the simulation. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.service_equipment_utilization" title="wombat.core.post_processor.Metrics.service_equipment_utilization"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.service_equipment_utilization()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;
+and &quot;annual&quot;</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">service_equipment_utilization</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_9560a" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_9560a_level0_col0" class="col_heading level0 col0" >Crew Transfer Vessel 1</th>
+      <th id="T_9560a_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 2</th>
+      <th id="T_9560a_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 3</th>
+      <th id="T_9560a_level0_col3" class="col_heading level0 col3" >Field Support Vessel</th>
+      <th id="T_9560a_level0_col4" class="col_heading level0 col4" >Heavy Lift Vessel</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_9560a_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_9560a_row0_col0" class="data row0 col0" >1.00</td>
+      <td id="T_9560a_row0_col1" class="data row0 col1" >1.00</td>
+      <td id="T_9560a_row0_col2" class="data row0 col2" >1.00</td>
+      <td id="T_9560a_row0_col3" class="data row0 col3" >0.93</td>
+      <td id="T_9560a_row0_col4" class="data row0 col4" >0.93</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="vessel-crew-hours-at-sea">
+<span id="metrics-demo-vessel-crew-hours"></span><h2>Vessel-Crew Hours at Sea<a class="headerlink" href="#vessel-crew-hours-at-sea" title="Link to this heading">#</a></h2>
+<p>The number of vessel hours or crew hours at sea for offshore wind power plant
+simulations. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea" title="wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_equipment</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Aggregates all equipment into a single cost</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Computes for each unit of servicing equipment</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">vessel_crew_assumption</span></code>: A dictionary of vessel names
+(<code class="docutils literal notranslate"><span class="pre">ServiceEquipment.settings.name</span></code>, but also found at <code class="docutils literal notranslate"><span class="pre">Metrics.service_equipment_names</span></code>)
+and the number of crew onboard at any given time. The application of this assumption
+transforms the results from vessel hours at sea to crew hours at sea.</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total, not broken out by vessel</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">vessel_crew_hours_at_sea</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_300d3" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_300d3_level0_col0" class="col_heading level0 col0" >Total Crew Hours at Sea</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_300d3_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_300d3_row0_col0" class="data row0 col0" >162,354.27</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Annual project totals, broken out by vessel</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">vessel_crew_hours_at_sea</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_e488d" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_e488d_level0_col0" class="col_heading level0 col0" >Total Crew Hours at Sea</th>
+      <th id="T_e488d_level0_col1" class="col_heading level0 col1" >Crew Transfer Vessel 1</th>
+      <th id="T_e488d_level0_col2" class="col_heading level0 col2" >Crew Transfer Vessel 2</th>
+      <th id="T_e488d_level0_col3" class="col_heading level0 col3" >Crew Transfer Vessel 3</th>
+      <th id="T_e488d_level0_col4" class="col_heading level0 col4" >Field Support Vessel</th>
+      <th id="T_e488d_level0_col5" class="col_heading level0 col5" >Heavy Lift Vessel</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+      <th class="blank col5" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_e488d_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_e488d_row0_col0" class="data row0 col0" >8,478.97</td>
+      <td id="T_e488d_row0_col1" class="data row0 col1" >1,724.49</td>
+      <td id="T_e488d_row0_col2" class="data row0 col2" >1,865.73</td>
+      <td id="T_e488d_row0_col3" class="data row0 col3" >1,800.24</td>
+      <td id="T_e488d_row0_col4" class="data row0 col4" >1,257.00</td>
+      <td id="T_e488d_row0_col5" class="data row0 col5" >1,831.50</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_e488d_row1_col0" class="data row1 col0" >18,211.24</td>
+      <td id="T_e488d_row1_col1" class="data row1 col1" >3,968.24</td>
+      <td id="T_e488d_row1_col2" class="data row1 col2" >4,034.95</td>
+      <td id="T_e488d_row1_col3" class="data row1 col3" >4,079.22</td>
+      <td id="T_e488d_row1_col4" class="data row1 col4" >675.00</td>
+      <td id="T_e488d_row1_col5" class="data row1 col5" >5,453.83</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_e488d_row2_col0" class="data row2 col0" >14,599.89</td>
+      <td id="T_e488d_row2_col1" class="data row2 col1" >4,103.75</td>
+      <td id="T_e488d_row2_col2" class="data row2 col2" >4,105.22</td>
+      <td id="T_e488d_row2_col3" class="data row2 col3" >4,093.24</td>
+      <td id="T_e488d_row2_col4" class="data row2 col4" >0.00</td>
+      <td id="T_e488d_row2_col5" class="data row2 col5" >2,297.68</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_e488d_row3_col0" class="data row3 col0" >14,870.92</td>
+      <td id="T_e488d_row3_col1" class="data row3 col1" >4,200.98</td>
+      <td id="T_e488d_row3_col2" class="data row3 col2" >4,181.99</td>
+      <td id="T_e488d_row3_col3" class="data row3 col3" >4,206.45</td>
+      <td id="T_e488d_row3_col4" class="data row3 col4" >646.00</td>
+      <td id="T_e488d_row3_col5" class="data row3 col5" >1,635.50</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_e488d_row4_col0" class="data row4 col0" >17,012.87</td>
+      <td id="T_e488d_row4_col1" class="data row4 col1" >4,195.19</td>
+      <td id="T_e488d_row4_col2" class="data row4 col2" >4,186.96</td>
+      <td id="T_e488d_row4_col3" class="data row4 col3" >4,203.73</td>
+      <td id="T_e488d_row4_col4" class="data row4 col4" >648.00</td>
+      <td id="T_e488d_row4_col5" class="data row4 col5" >3,779.00</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_e488d_row5_col0" class="data row5 col0" >19,645.46</td>
+      <td id="T_e488d_row5_col1" class="data row5 col1" >4,250.25</td>
+      <td id="T_e488d_row5_col2" class="data row5 col2" >4,264.70</td>
+      <td id="T_e488d_row5_col3" class="data row5 col3" >4,192.51</td>
+      <td id="T_e488d_row5_col4" class="data row5 col4" >1,222.00</td>
+      <td id="T_e488d_row5_col5" class="data row5 col5" >5,716.00</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_e488d_row6_col0" class="data row6 col0" >17,281.67</td>
+      <td id="T_e488d_row6_col1" class="data row6 col1" >4,295.97</td>
+      <td id="T_e488d_row6_col2" class="data row6 col2" >4,265.25</td>
+      <td id="T_e488d_row6_col3" class="data row6 col3" >4,291.66</td>
+      <td id="T_e488d_row6_col4" class="data row6 col4" >518.05</td>
+      <td id="T_e488d_row6_col5" class="data row6 col5" >3,910.75</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_e488d_row7_col0" class="data row7 col0" >16,896.87</td>
+      <td id="T_e488d_row7_col1" class="data row7 col1" >4,215.22</td>
+      <td id="T_e488d_row7_col2" class="data row7 col2" >4,133.47</td>
+      <td id="T_e488d_row7_col3" class="data row7 col3" >4,165.99</td>
+      <td id="T_e488d_row7_col4" class="data row7 col4" >82.95</td>
+      <td id="T_e488d_row7_col5" class="data row7 col5" >4,299.24</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_e488d_row8_col0" class="data row8 col0" >17,862.94</td>
+      <td id="T_e488d_row8_col1" class="data row8 col1" >4,137.48</td>
+      <td id="T_e488d_row8_col2" class="data row8 col2" >4,161.98</td>
+      <td id="T_e488d_row8_col3" class="data row8 col3" >4,142.72</td>
+      <td id="T_e488d_row8_col4" class="data row8 col4" >1,105.00</td>
+      <td id="T_e488d_row8_col5" class="data row8 col5" >4,315.75</td>
+    </tr>
+    <tr>
+      <th id="T_e488d_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_e488d_row9_col0" class="data row9 col0" >17,493.43</td>
+      <td id="T_e488d_row9_col1" class="data row9 col1" >4,214.25</td>
+      <td id="T_e488d_row9_col2" class="data row9 col2" >4,165.23</td>
+      <td id="T_e488d_row9_col3" class="data row9 col3" >4,223.70</td>
+      <td id="T_e488d_row9_col4" class="data row9 col4" >791.50</td>
+      <td id="T_e488d_row9_col5" class="data row9 col5" >4,098.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="number-of-tows">
+<span id="metrics-demo-n-tows"></span><h2>Number of Tows<a class="headerlink" href="#number-of-tows" title="Link to this heading">#</a></h2>
+<p>The number of tows performed during the simulation. If tow-to-port was not used in the
+simulation, a DataFrame with a single value of 0 will be returned. For further
+documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.number_of_tows" title="wombat.core.post_processor.Metrics.number_of_tows"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.number_of_tows()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_tug</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each tugboat (towing vessel)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates all the tugboats</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_direction</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each direction a tow was performed (to port or to site)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates to the total number of tows</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project Total</span>
+<span class="c1"># NOTE: This example has no towing, so it will return 0</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">number_of_tows</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_1808a" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_1808a_level0_col0" class="col_heading level0 col0" >total_tows</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_1808a_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_1808a_row0_col0" class="data row0 col0" >0</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="labor-costs">
+<span id="metrics-demo-labor-costs"></span><h2>Labor Costs<a class="headerlink" href="#labor-costs" title="Link to this heading">#</a></h2>
+<p>Sum of all labor costs associated with servicing equipment, excluding the labor defined
+in the fixed costs, which can be broken out by type. For further documentation, see the
+API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.labor_costs" title="wombat.core.post_processor.Metrics.labor_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.labor_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_type</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each labor type (salary and hourly)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregates all the labor costs</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project total at the whole wind farm level</span>
+<span class="n">total</span> <span class="o">=</span> <span class="n">metrics</span><span class="o">.</span><span class="n">labor_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_type</span><span class="o">=</span><span class="kc">False</span><span class="p">)</span>
+<span class="nb">print</span><span class="p">(</span><span class="sa">f</span><span class="s2">&quot;Project total: $</span><span class="si">{</span><span class="n">total</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span><span class="w"> </span><span class="o">/</span><span class="w"> </span><span class="n">metrics</span><span class="o">.</span><span class="n">project_capacity</span><span class="si">:</span><span class="s2">,.2f</span><span class="si">}</span><span class="s2">/MW&quot;</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>Project total: $0.00/MW
+</pre></div>
+</div>
+</div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals for each type of labor</span>
+<span class="c1"># NOTE: this simulation relies on using a fixed labor cost, so this is still $0</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">labor_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_type</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_a8983" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_a8983_level0_col0" class="col_heading level0 col0" >hourly_labor_cost</th>
+      <th id="T_a8983_level0_col1" class="col_heading level0 col1" >salary_labor_cost</th>
+      <th id="T_a8983_level0_col2" class="col_heading level0 col2" >total_labor_cost</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_a8983_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_a8983_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_a8983_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_a8983_row0_col2" class="data row0 col2" >0</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="equipment-and-labor-costs">
+<span id="metrics-demo-equipment-labor-costs"></span><h2>Equipment and Labor Costs<a class="headerlink" href="#equipment-and-labor-costs" title="Link to this heading">#</a></h2>
+<p>Sum of all labor and servicing equipment costs, excluding the labor defined in the fixed
+costs, which can be broken out by each category. For further documentation, see the API
+docs here: <code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.equipment_labor_cost_breakdown()</span></code>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_category</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed for each unit servicing equipment and labor category</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated to the sum of all costs</p></li>
+</ul>
+</li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">reason</span></code> definitions:</p>
+<ul class="simple">
+<li><p>Maintenance: routine maintenance, or events defined as a
+<a class="reference internal" href="../API/types.html#wombat.core.data_classes.Maintenance" title="wombat.core.data_classes.Maintenance"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.Maintenance</span></code></a></p></li>
+<li><p>Repair: unscheduled maintenance, ranging from inspections to replacements, or events
+defined as a <a class="reference internal" href="../API/types.html#wombat.core.data_classes.Failure" title="wombat.core.data_classes.Failure"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.Failure</span></code></a></p></li>
+<li><p>Mobilization: Cost of mobilizing servicing equipment</p></li>
+<li><p>Crew Transfer: Costs incurred while crew are transferring between a turbine or
+substation and the servicing equipment</p></li>
+<li><p>Site Travel: Costs incurred while transiting to/from the site and while at the site</p></li>
+<li><p>Weather Delay: Any delays caused by unsafe weather conditions</p></li>
+<li><p>No Requests: Equipment and labor is active, but there are no repairs or maintenance
+tasks to be completed</p></li>
+<li><p>Not in Shift: Any time outside the operating hours of the wind farm (or the
+servicing equipment's specific operating hours)</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_labor_cost_breakdowns</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_de81d" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_de81d_level0_col0" class="col_heading level0 col0" >total_cost</th>
+      <th id="T_de81d_level0_col1" class="col_heading level0 col1" >total_hours</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >reason</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_de81d_level0_row0" class="row_heading level0 row0" >Maintenance</th>
+      <td id="T_de81d_row0_col0" class="data row0 col0" >2,200,843.75</td>
+      <td id="T_de81d_row0_col1" class="data row0 col1" >30,183.00</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row1" class="row_heading level0 row1" >Repair</th>
+      <td id="T_de81d_row1_col0" class="data row1 col0" >36,391,793.40</td>
+      <td id="T_de81d_row1_col1" class="data row1 col1" >63,034.33</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row2" class="row_heading level0 row2" >Crew Transfer</th>
+      <td id="T_de81d_row2_col0" class="data row2 col0" >1,234,583.33</td>
+      <td id="T_de81d_row2_col1" class="data row2 col1" >10,279.00</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row3" class="row_heading level0 row3" >Site Travel</th>
+      <td id="T_de81d_row3_col0" class="data row3 col0" >0.00</td>
+      <td id="T_de81d_row3_col1" class="data row3 col1" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row4" class="row_heading level0 row4" >Mobilization</th>
+      <td id="T_de81d_row4_col0" class="data row4 col0" >9,500,000.00</td>
+      <td id="T_de81d_row4_col1" class="data row4 col1" >32,904.00</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row5" class="row_heading level0 row5" >Weather Delay</th>
+      <td id="T_de81d_row5_col0" class="data row5 col0" >37,164,495.12</td>
+      <td id="T_de81d_row5_col1" class="data row5 col1" >36,940.25</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row6" class="row_heading level0 row6" >No Requests</th>
+      <td id="T_de81d_row6_col0" class="data row6 col0" >27,649,439.17</td>
+      <td id="T_de81d_row6_col1" class="data row6 col1" >27,839.82</td>
+    </tr>
+    <tr>
+      <th id="T_de81d_level0_row7" class="row_heading level0 row7" >Not in Shift</th>
+      <td id="T_de81d_row7_col0" class="data row7 col0" >9,286,318.06</td>
+      <td id="T_de81d_row7_col1" class="data row7 col1" >116,957.16</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by each category</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_labor_cost_breakdowns</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_f725c" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_f725c_level0_col0" class="col_heading level0 col0" >hourly_labor_cost</th>
+      <th id="T_f725c_level0_col1" class="col_heading level0 col1" >salary_labor_cost</th>
+      <th id="T_f725c_level0_col2" class="col_heading level0 col2" >total_labor_cost</th>
+      <th id="T_f725c_level0_col3" class="col_heading level0 col3" >equipment_cost</th>
+      <th id="T_f725c_level0_col4" class="col_heading level0 col4" >total_cost</th>
+      <th id="T_f725c_level0_col5" class="col_heading level0 col5" >total_hours</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >reason</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+      <th class="blank col5" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_f725c_level0_row0" class="row_heading level0 row0" >Maintenance</th>
+      <td id="T_f725c_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_f725c_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_f725c_row0_col2" class="data row0 col2" >0</td>
+      <td id="T_f725c_row0_col3" class="data row0 col3" >2,200,843.75</td>
+      <td id="T_f725c_row0_col4" class="data row0 col4" >2,200,843.75</td>
+      <td id="T_f725c_row0_col5" class="data row0 col5" >30,183.00</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row1" class="row_heading level0 row1" >Repair</th>
+      <td id="T_f725c_row1_col0" class="data row1 col0" >0</td>
+      <td id="T_f725c_row1_col1" class="data row1 col1" >0</td>
+      <td id="T_f725c_row1_col2" class="data row1 col2" >0</td>
+      <td id="T_f725c_row1_col3" class="data row1 col3" >36,391,793.40</td>
+      <td id="T_f725c_row1_col4" class="data row1 col4" >36,391,793.40</td>
+      <td id="T_f725c_row1_col5" class="data row1 col5" >63,034.33</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row2" class="row_heading level0 row2" >Crew Transfer</th>
+      <td id="T_f725c_row2_col0" class="data row2 col0" >0</td>
+      <td id="T_f725c_row2_col1" class="data row2 col1" >0</td>
+      <td id="T_f725c_row2_col2" class="data row2 col2" >0</td>
+      <td id="T_f725c_row2_col3" class="data row2 col3" >1,234,583.33</td>
+      <td id="T_f725c_row2_col4" class="data row2 col4" >1,234,583.33</td>
+      <td id="T_f725c_row2_col5" class="data row2 col5" >10,279.00</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row3" class="row_heading level0 row3" >Site Travel</th>
+      <td id="T_f725c_row3_col0" class="data row3 col0" >0</td>
+      <td id="T_f725c_row3_col1" class="data row3 col1" >0</td>
+      <td id="T_f725c_row3_col2" class="data row3 col2" >0</td>
+      <td id="T_f725c_row3_col3" class="data row3 col3" >0.00</td>
+      <td id="T_f725c_row3_col4" class="data row3 col4" >0.00</td>
+      <td id="T_f725c_row3_col5" class="data row3 col5" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row4" class="row_heading level0 row4" >Mobilization</th>
+      <td id="T_f725c_row4_col0" class="data row4 col0" >0</td>
+      <td id="T_f725c_row4_col1" class="data row4 col1" >0</td>
+      <td id="T_f725c_row4_col2" class="data row4 col2" >0</td>
+      <td id="T_f725c_row4_col3" class="data row4 col3" >9,500,000.00</td>
+      <td id="T_f725c_row4_col4" class="data row4 col4" >9,500,000.00</td>
+      <td id="T_f725c_row4_col5" class="data row4 col5" >32,904.00</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row5" class="row_heading level0 row5" >Weather Delay</th>
+      <td id="T_f725c_row5_col0" class="data row5 col0" >0</td>
+      <td id="T_f725c_row5_col1" class="data row5 col1" >0</td>
+      <td id="T_f725c_row5_col2" class="data row5 col2" >0</td>
+      <td id="T_f725c_row5_col3" class="data row5 col3" >37,164,495.12</td>
+      <td id="T_f725c_row5_col4" class="data row5 col4" >37,164,495.12</td>
+      <td id="T_f725c_row5_col5" class="data row5 col5" >36,940.25</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row6" class="row_heading level0 row6" >No Requests</th>
+      <td id="T_f725c_row6_col0" class="data row6 col0" >0</td>
+      <td id="T_f725c_row6_col1" class="data row6 col1" >0</td>
+      <td id="T_f725c_row6_col2" class="data row6 col2" >0</td>
+      <td id="T_f725c_row6_col3" class="data row6 col3" >27,649,439.17</td>
+      <td id="T_f725c_row6_col4" class="data row6 col4" >27,649,439.17</td>
+      <td id="T_f725c_row6_col5" class="data row6 col5" >27,839.82</td>
+    </tr>
+    <tr>
+      <th id="T_f725c_level0_row7" class="row_heading level0 row7" >Not in Shift</th>
+      <td id="T_f725c_row7_col0" class="data row7 col0" >0</td>
+      <td id="T_f725c_row7_col1" class="data row7 col1" >0</td>
+      <td id="T_f725c_row7_col2" class="data row7 col2" >0</td>
+      <td id="T_f725c_row7_col3" class="data row7 col3" >9,286,318.06</td>
+      <td id="T_f725c_row7_col4" class="data row7 col4" >9,286,318.06</td>
+      <td id="T_f725c_row7_col5" class="data row7 col5" >116,957.16</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="emissions">
+<span id="metrics-demo-emissions"></span><h2>Emissions<a class="headerlink" href="#emissions" title="Link to this heading">#</a></h2>
+<p>Emissions (tons or other provided units) of all servicing equipment activity, except
+overnight waiting periods between shifts. For further documentation, see the API docs
+here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.emissions" title="wombat.core.post_processor.Metrics.emissions"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.emissions()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">emissions_factors</span></code>: Dictionary of servicing equipment names and the emissions per
+hour of the following activities: <code class="docutils literal notranslate"><span class="pre">transit</span></code>, <code class="docutils literal notranslate"><span class="pre">maneuvering</span></code>, <code class="docutils literal notranslate"><span class="pre">idle</span> <span class="pre">at</span> <span class="pre">site</span></code>, and
+<code class="docutils literal notranslate"><span class="pre">idle</span> <span class="pre">at</span> <span class="pre">port</span></code>, where port is stand-in for wherever the servicing equipment might be
+based when not at site.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">maneuvering_factor</span></code>: The proportion of transit time that can generally be associated
+with positioning servicing, by default 10%.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">port_engine_on_factor</span></code>: The proportion of the idling at port time when the engine is
+running and producing emissions, by default 25%.</p></li>
+</ul>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Create the emissions factors, in tons per hour</span>
+<span class="n">emissions_factors</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;Crew Transfer Vessel 1&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Crew Transfer Vessel 2&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Crew Transfer Vessel 3&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">3</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.25</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Field Support Vessel&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">6</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">4</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+    <span class="p">},</span>
+    <span class="s2">&quot;Heavy Lift Vessel&quot;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s2">&quot;transit&quot;</span><span class="p">:</span> <span class="mi">12</span><span class="p">,</span>
+        <span class="s2">&quot;maneuvering&quot;</span><span class="p">:</span> <span class="mi">7</span><span class="p">,</span>
+        <span class="s2">&quot;idle at site&quot;</span><span class="p">:</span> <span class="mi">1</span><span class="p">,</span>
+        <span class="s2">&quot;idle at port&quot;</span><span class="p">:</span> <span class="mf">0.5</span><span class="p">,</span>
+    <span class="p">},</span>
+<span class="p">}</span>
+
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">emissions</span><span class="p">(</span><span class="n">emissions_factors</span><span class="o">=</span><span class="n">emissions_factors</span><span class="p">,</span> <span class="n">maneuvering_factor</span><span class="o">=</span><span class="mf">0.075</span><span class="p">,</span> <span class="n">port_engine_on_factor</span><span class="o">=</span><span class="mf">0.20</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_811f3" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_811f3_level0_col0" class="col_heading level0 col0" >duration</th>
+      <th id="T_811f3_level0_col1" class="col_heading level0 col1" >distance_km</th>
+      <th id="T_811f3_level0_col2" class="col_heading level0 col2" >emissions</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >agent</th>
+      <th class="index_name level1" >category</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_811f3_level0_row0" class="row_heading level0 row0" rowspan="4">Crew Transfer Vessel 1</th>
+      <th id="T_811f3_level1_row0" class="row_heading level1 row0" >idle at port</th>
+      <td id="T_811f3_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_811f3_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_811f3_row0_col2" class="data row0 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row1" class="row_heading level1 row1" >idle at site</th>
+      <td id="T_811f3_row1_col0" class="data row1 col0" >39,274.83</td>
+      <td id="T_811f3_row1_col1" class="data row1 col1" >0.00</td>
+      <td id="T_811f3_row1_col2" class="data row1 col2" >19,637.41</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row2" class="row_heading level1 row2" >maneuvering</th>
+      <td id="T_811f3_row2_col0" class="data row2 col0" >0.00</td>
+      <td id="T_811f3_row2_col1" class="data row2 col1" >0.00</td>
+      <td id="T_811f3_row2_col2" class="data row2 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row3" class="row_heading level1 row3" >transit</th>
+      <td id="T_811f3_row3_col0" class="data row3 col0" >0.00</td>
+      <td id="T_811f3_row3_col1" class="data row3 col1" >inf</td>
+      <td id="T_811f3_row3_col2" class="data row3 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level0_row4" class="row_heading level0 row4" rowspan="4">Crew Transfer Vessel 2</th>
+      <th id="T_811f3_level1_row4" class="row_heading level1 row4" >idle at port</th>
+      <td id="T_811f3_row4_col0" class="data row4 col0" >0.00</td>
+      <td id="T_811f3_row4_col1" class="data row4 col1" >0.00</td>
+      <td id="T_811f3_row4_col2" class="data row4 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row5" class="row_heading level1 row5" >idle at site</th>
+      <td id="T_811f3_row5_col0" class="data row5 col0" >39,334.49</td>
+      <td id="T_811f3_row5_col1" class="data row5 col1" >0.00</td>
+      <td id="T_811f3_row5_col2" class="data row5 col2" >19,667.24</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row6" class="row_heading level1 row6" >maneuvering</th>
+      <td id="T_811f3_row6_col0" class="data row6 col0" >0.00</td>
+      <td id="T_811f3_row6_col1" class="data row6 col1" >0.00</td>
+      <td id="T_811f3_row6_col2" class="data row6 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row7" class="row_heading level1 row7" >transit</th>
+      <td id="T_811f3_row7_col0" class="data row7 col0" >0.00</td>
+      <td id="T_811f3_row7_col1" class="data row7 col1" >inf</td>
+      <td id="T_811f3_row7_col2" class="data row7 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level0_row8" class="row_heading level0 row8" rowspan="4">Crew Transfer Vessel 3</th>
+      <th id="T_811f3_level1_row8" class="row_heading level1 row8" >idle at port</th>
+      <td id="T_811f3_row8_col0" class="data row8 col0" >0.00</td>
+      <td id="T_811f3_row8_col1" class="data row8 col1" >0.00</td>
+      <td id="T_811f3_row8_col2" class="data row8 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row9" class="row_heading level1 row9" >idle at site</th>
+      <td id="T_811f3_row9_col0" class="data row9 col0" >39,368.45</td>
+      <td id="T_811f3_row9_col1" class="data row9 col1" >0.00</td>
+      <td id="T_811f3_row9_col2" class="data row9 col2" >19,684.23</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row10" class="row_heading level1 row10" >maneuvering</th>
+      <td id="T_811f3_row10_col0" class="data row10 col0" >0.00</td>
+      <td id="T_811f3_row10_col1" class="data row10 col1" >0.00</td>
+      <td id="T_811f3_row10_col2" class="data row10 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row11" class="row_heading level1 row11" >transit</th>
+      <td id="T_811f3_row11_col0" class="data row11 col0" >0.00</td>
+      <td id="T_811f3_row11_col1" class="data row11 col1" >inf</td>
+      <td id="T_811f3_row11_col2" class="data row11 col2" >0.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level0_row12" class="row_heading level0 row12" rowspan="4">Field Support Vessel</th>
+      <th id="T_811f3_level1_row12" class="row_heading level1 row12" >idle at port</th>
+      <td id="T_811f3_row12_col0" class="data row12 col0" >1,025.64</td>
+      <td id="T_811f3_row12_col1" class="data row12 col1" >0.00</td>
+      <td id="T_811f3_row12_col2" class="data row12 col2" >512.82</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row13" class="row_heading level1 row13" >idle at site</th>
+      <td id="T_811f3_row13_col0" class="data row13 col0" >1,401.50</td>
+      <td id="T_811f3_row13_col1" class="data row13 col1" >0.00</td>
+      <td id="T_811f3_row13_col2" class="data row13 col2" >1,401.50</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row14" class="row_heading level1 row14" >maneuvering</th>
+      <td id="T_811f3_row14_col0" class="data row14 col0" >415.80</td>
+      <td id="T_811f3_row14_col1" class="data row14 col1" >0.00</td>
+      <td id="T_811f3_row14_col2" class="data row14 col2" >1,663.20</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row15" class="row_heading level1 row15" >transit</th>
+      <td id="T_811f3_row15_col0" class="data row15 col0" >5,128.20</td>
+      <td id="T_811f3_row15_col1" class="data row15 col1" >inf</td>
+      <td id="T_811f3_row15_col2" class="data row15 col2" >30,769.20</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level0_row16" class="row_heading level0 row16" rowspan="4">Heavy Lift Vessel</th>
+      <th id="T_811f3_level1_row16" class="row_heading level1 row16" >idle at port</th>
+      <td id="T_811f3_row16_col0" class="data row16 col0" >5,061.60</td>
+      <td id="T_811f3_row16_col1" class="data row16 col1" >0.00</td>
+      <td id="T_811f3_row16_col2" class="data row16 col2" >2,530.80</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row17" class="row_heading level1 row17" >idle at site</th>
+      <td id="T_811f3_row17_col0" class="data row17 col0" >9,978.00</td>
+      <td id="T_811f3_row17_col1" class="data row17 col1" >0.00</td>
+      <td id="T_811f3_row17_col2" class="data row17 col2" >9,978.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row18" class="row_heading level1 row18" >maneuvering</th>
+      <td id="T_811f3_row18_col0" class="data row18 col0" >2,052.00</td>
+      <td id="T_811f3_row18_col1" class="data row18 col1" >0.00</td>
+      <td id="T_811f3_row18_col2" class="data row18 col2" >14,364.00</td>
+    </tr>
+    <tr>
+      <th id="T_811f3_level1_row19" class="row_heading level1 row19" >transit</th>
+      <td id="T_811f3_row19_col0" class="data row19 col0" >25,308.00</td>
+      <td id="T_811f3_row19_col1" class="data row19 col1" >inf</td>
+      <td id="T_811f3_row19_col2" class="data row19 col2" >303,696.00</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="component-costs">
+<span id="metrics-demo-component-costs"></span><h2>Component Costs<a class="headerlink" href="#component-costs" title="Link to this heading">#</a></h2>
+<p>All the costs associated with maintenance and failure events during the simulation,
+including delays incurred during the repair process, but excluding costs not directly
+tied to a repair. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.component_costs" title="wombat.core.post_processor.Metrics.component_costs"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.component_costs()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_category</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed across each cost category</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated to the sum of all categories</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_action</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code>: Computed by each of &quot;repair&quot;, &quot;maintenance&quot;, and &quot;delay&quot;, and is included in
+the MultiIndex</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code>: Aggregated as the sum of all actions</p></li>
+</ul>
+</li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">action</span></code> definitions:</p>
+<ul class="simple">
+<li><p>maintenance: routine maintenance</p></li>
+<li><p>repair: unscheduled maintenance, ranging from inspections to replacements</p></li>
+<li><p>delay: Any delays caused by unsafe weather conditions or not being able to finish a
+process within a single shift</p></li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by component</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">component_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> <span class="n">by_action</span><span class="o">=</span><span class="kc">False</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_84ffe" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_84ffe_level0_col0" class="col_heading level0 col0" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >component</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_84ffe_level0_row0" class="row_heading level0 row0" >turbine</th>
+      <td id="T_84ffe_row0_col0" class="data row0 col0" >138,788,723.22</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals by each category and action type</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">component_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">by_action</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_495fc" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank" >&nbsp;</th>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_495fc_level0_col0" class="col_heading level0 col0" >materials_cost</th>
+      <th id="T_495fc_level0_col1" class="col_heading level0 col1" >total_labor_cost</th>
+      <th id="T_495fc_level0_col2" class="col_heading level0 col2" >equipment_cost</th>
+      <th id="T_495fc_level0_col3" class="col_heading level0 col3" >total_cost</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >component</th>
+      <th class="index_name level1" >action</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_495fc_level0_row0" class="row_heading level0 row0" rowspan="3">turbine</th>
+      <th id="T_495fc_level1_row0" class="row_heading level1 row0" >delay</th>
+      <td id="T_495fc_row0_col0" class="data row0 col0" >0</td>
+      <td id="T_495fc_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_495fc_row0_col2" class="data row0 col2" >46,438,502.73</td>
+      <td id="T_495fc_row0_col3" class="data row0 col3" >46,438,502.73</td>
+    </tr>
+    <tr>
+      <th id="T_495fc_level1_row1" class="row_heading level1 row1" >maintenance</th>
+      <td id="T_495fc_row1_col0" class="data row1 col0" >0</td>
+      <td id="T_495fc_row1_col1" class="data row1 col1" >0</td>
+      <td id="T_495fc_row1_col2" class="data row1 col2" >2,200,843.75</td>
+      <td id="T_495fc_row1_col3" class="data row1 col3" >2,200,843.75</td>
+    </tr>
+    <tr>
+      <th id="T_495fc_level1_row2" class="row_heading level1 row2" >repair</th>
+      <td id="T_495fc_row2_col0" class="data row2 col0" >0</td>
+      <td id="T_495fc_row2_col1" class="data row2 col1" >0</td>
+      <td id="T_495fc_row2_col2" class="data row2 col2" >36,391,793.40</td>
+      <td id="T_495fc_row2_col3" class="data row2 col3" >36,391,793.40</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="fixed-cost-impacts">
+<span id="metrics-demo-fixed-costs"></span><h2>Fixed Cost Impacts<a class="headerlink" href="#fixed-cost-impacts" title="Link to this heading">#</a></h2>
+<p>Computes the total costs of the fixed costs categories. For further documentation, see
+the definition docs, here: <a class="reference internal" href="../API/types.html#wombat.core.data_classes.FixedCosts" title="wombat.core.data_classes.FixedCosts"><code class="xref py py-class docutils literal notranslate"><span class="pre">wombat.core.data_classes.FixedCosts</span></code></a>, or the API
+docs here: <code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.fixed_costs()</span></code>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">resolution</span></code> (also, demonstrated below)</p>
+<ul>
+<li><p>&quot;high&quot;: Computed across the most granular cost levels</p></li>
+<li><p>&quot;medium&quot;: Computed for each general cost category</p></li>
+<li><p>&quot;low&quot;: Aggregated to a single sum of costs</p></li>
+</ul>
+</li>
+</ul>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">pprint</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">fixed_costs</span><span class="o">.</span><span class="n">hierarchy</span><span class="p">)</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stream highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>{&#39;operations&#39;: {&#39;annual_leases_fees&#39;: [&#39;submerge_land_lease_costs&#39;,
+                                       &#39;transmission_charges_rights&#39;],
+                &#39;environmental_health_safety_monitoring&#39;: [],
+                &#39;insurance&#39;: [&#39;brokers_fee&#39;,
+                              &#39;operations_all_risk&#39;,
+                              &#39;business_interruption&#39;,
+                              &#39;third_party_liability&#39;,
+                              &#39;storm_coverage&#39;],
+                &#39;labor&#39;: [],
+                &#39;onshore_electrical_maintenance&#39;: [],
+                &#39;operating_facilities&#39;: [],
+                &#39;operations_management_administration&#39;: [&#39;project_management_administration&#39;,
+                                                         &#39;marine_management&#39;,
+                                                         &#39;weather_forecasting&#39;,
+                                                         &#39;condition_monitoring&#39;]}}
+</pre></div>
+</div>
+</div>
+</div>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the highest level</span>
+<span class="c1"># NOTE: there were no fixed costs defined in this example, so all values will be 0, so</span>
+<span class="c1">#       this will just be demonstrating the output format</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;low&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_8aab4" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_8aab4_level0_col0" class="col_heading level0 col0" >operations</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_8aab4_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_8aab4_row0_col0" class="data row0 col0" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the medium level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;medium&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_c0259" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_c0259_level0_col0" class="col_heading level0 col0" >operations_management_administration</th>
+      <th id="T_c0259_level0_col1" class="col_heading level0 col1" >insurance</th>
+      <th id="T_c0259_level0_col2" class="col_heading level0 col2" >annual_leases_fees</th>
+      <th id="T_c0259_level0_col3" class="col_heading level0 col3" >operating_facilities</th>
+      <th id="T_c0259_level0_col4" class="col_heading level0 col4" >environmental_health_safety_monitoring</th>
+      <th id="T_c0259_level0_col5" class="col_heading level0 col5" >onshore_electrical_maintenance</th>
+      <th id="T_c0259_level0_col6" class="col_heading level0 col6" >labor</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_c0259_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_c0259_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_c0259_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_c0259_row0_col2" class="data row0 col2" >0.00</td>
+      <td id="T_c0259_row0_col3" class="data row0 col3" >0.00</td>
+      <td id="T_c0259_row0_col4" class="data row0 col4" >0.00</td>
+      <td id="T_c0259_row0_col5" class="data row0 col5" >0.00</td>
+      <td id="T_c0259_row0_col6" class="data row0 col6" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals at the lowest level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;high&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_4302f" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_4302f_level0_col0" class="col_heading level0 col0" >project_management_administration</th>
+      <th id="T_4302f_level0_col1" class="col_heading level0 col1" >marine_management</th>
+      <th id="T_4302f_level0_col2" class="col_heading level0 col2" >weather_forecasting</th>
+      <th id="T_4302f_level0_col3" class="col_heading level0 col3" >condition_monitoring</th>
+      <th id="T_4302f_level0_col4" class="col_heading level0 col4" >brokers_fee</th>
+      <th id="T_4302f_level0_col5" class="col_heading level0 col5" >operations_all_risk</th>
+      <th id="T_4302f_level0_col6" class="col_heading level0 col6" >business_interruption</th>
+      <th id="T_4302f_level0_col7" class="col_heading level0 col7" >third_party_liability</th>
+      <th id="T_4302f_level0_col8" class="col_heading level0 col8" >storm_coverage</th>
+      <th id="T_4302f_level0_col9" class="col_heading level0 col9" >submerge_land_lease_costs</th>
+      <th id="T_4302f_level0_col10" class="col_heading level0 col10" >transmission_charges_rights</th>
+      <th id="T_4302f_level0_col11" class="col_heading level0 col11" >operating_facilities</th>
+      <th id="T_4302f_level0_col12" class="col_heading level0 col12" >environmental_health_safety_monitoring</th>
+      <th id="T_4302f_level0_col13" class="col_heading level0 col13" >onshore_electrical_maintenance</th>
+      <th id="T_4302f_level0_col14" class="col_heading level0 col14" >labor</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_4302f_level0_row0" class="row_heading level0 row0" >0</th>
+      <td id="T_4302f_row0_col0" class="data row0 col0" >0.00</td>
+      <td id="T_4302f_row0_col1" class="data row0 col1" >0.00</td>
+      <td id="T_4302f_row0_col2" class="data row0 col2" >0.00</td>
+      <td id="T_4302f_row0_col3" class="data row0 col3" >0.00</td>
+      <td id="T_4302f_row0_col4" class="data row0 col4" >0.00</td>
+      <td id="T_4302f_row0_col5" class="data row0 col5" >0.00</td>
+      <td id="T_4302f_row0_col6" class="data row0 col6" >0.00</td>
+      <td id="T_4302f_row0_col7" class="data row0 col7" >0.00</td>
+      <td id="T_4302f_row0_col8" class="data row0 col8" >0.00</td>
+      <td id="T_4302f_row0_col9" class="data row0 col9" >0.00</td>
+      <td id="T_4302f_row0_col10" class="data row0 col10" >0.00</td>
+      <td id="T_4302f_row0_col11" class="data row0 col11" >0.00</td>
+      <td id="T_4302f_row0_col12" class="data row0 col12" >0.00</td>
+      <td id="T_4302f_row0_col13" class="data row0 col13" >0.00</td>
+      <td id="T_4302f_row0_col14" class="data row0 col14" >16,013,230.75</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="opex">
+<span id="metrics-demo-opex"></span><h2>OpEx<a class="headerlink" href="#opex" title="Link to this heading">#</a></h2>
+<p>Computes the total cost of all operating expenditures for the duration of the
+simulation, including fixed costs. For further documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.opex" title="wombat.core.post_processor.Metrics.opex"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.opex()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by_category</span></code></p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">True</span></code> shows the port fees, fixed costs, labor costs, equipment costs, and materials
+costs in addition the total OpEx</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">False</span></code> shows only the total OpEx</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:1955: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option(&#39;future.no_silent_downcasting&#39;, True)`
+  port_fees = port_fees.fillna(0)
+</pre></div>
+</div>
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_d8e58" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_d8e58_level0_col0" class="col_heading level0 col0" >OpEx</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_d8e58_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_d8e58_row0_col0" class="data row0 col0" >11,239,073.73</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_d8e58_row1_col0" class="data row1 col0" >19,800,822.56</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_d8e58_row2_col0" class="data row2 col0" >18,079,533.96</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_d8e58_row3_col0" class="data row3 col0" >12,519,911.67</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_d8e58_row4_col0" class="data row4 col0" >20,407,617.42</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_d8e58_row5_col0" class="data row5 col0" >23,046,354.23</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_d8e58_row6_col0" class="data row6 col0" >19,319,078.36</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_d8e58_row7_col0" class="data row7 col0" >24,323,338.76</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_d8e58_row8_col0" class="data row8 col0" >23,202,482.06</td>
+    </tr>
+    <tr>
+      <th id="T_d8e58_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_d8e58_row9_col0" class="data row9 col0" >20,025,490.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">,</span> <span class="n">by_category</span><span class="o">=</span><span class="kc">True</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:1955: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option(&#39;future.no_silent_downcasting&#39;, True)`
+  port_fees = port_fees.fillna(0)
+</pre></div>
+</div>
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_07c7c" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_07c7c_level0_col0" class="col_heading level0 col0" >operations</th>
+      <th id="T_07c7c_level0_col1" class="col_heading level0 col1" >port_fees</th>
+      <th id="T_07c7c_level0_col2" class="col_heading level0 col2" >equipment_cost</th>
+      <th id="T_07c7c_level0_col3" class="col_heading level0 col3" >total_labor_cost</th>
+      <th id="T_07c7c_level0_col4" class="col_heading level0 col4" >materials_cost</th>
+      <th id="T_07c7c_level0_col5" class="col_heading level0 col5" >OpEx</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+      <th class="blank col5" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_07c7c_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_07c7c_row0_col0" class="data row0 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row0_col1" class="data row0 col1" >0</td>
+      <td id="T_07c7c_row0_col2" class="data row0 col2" >7,284,565.73</td>
+      <td id="T_07c7c_row0_col3" class="data row0 col3" >0</td>
+      <td id="T_07c7c_row0_col4" class="data row0 col4" >2,354,500</td>
+      <td id="T_07c7c_row0_col5" class="data row0 col5" >11,239,073.73</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_07c7c_row1_col0" class="data row1 col0" >1,604,391.58</td>
+      <td id="T_07c7c_row1_col1" class="data row1 col1" >0</td>
+      <td id="T_07c7c_row1_col2" class="data row1 col2" >12,991,430.98</td>
+      <td id="T_07c7c_row1_col3" class="data row1 col3" >0</td>
+      <td id="T_07c7c_row1_col4" class="data row1 col4" >5,205,000</td>
+      <td id="T_07c7c_row1_col5" class="data row1 col5" >19,800,822.56</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_07c7c_row2_col0" class="data row2 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row2_col1" class="data row2 col1" >0</td>
+      <td id="T_07c7c_row2_col2" class="data row2 col2" >12,009,025.96</td>
+      <td id="T_07c7c_row2_col3" class="data row2 col3" >0</td>
+      <td id="T_07c7c_row2_col4" class="data row2 col4" >4,470,500</td>
+      <td id="T_07c7c_row2_col5" class="data row2 col5" >18,079,533.96</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_07c7c_row3_col0" class="data row3 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row3_col1" class="data row3 col1" >0</td>
+      <td id="T_07c7c_row3_col2" class="data row3 col2" >7,287,903.67</td>
+      <td id="T_07c7c_row3_col3" class="data row3 col3" >0</td>
+      <td id="T_07c7c_row3_col4" class="data row3 col4" >3,632,000</td>
+      <td id="T_07c7c_row3_col5" class="data row3 col5" >12,519,911.67</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_07c7c_row4_col0" class="data row4 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row4_col1" class="data row4 col1" >0</td>
+      <td id="T_07c7c_row4_col2" class="data row4 col2" >12,470,109.42</td>
+      <td id="T_07c7c_row4_col3" class="data row4 col3" >0</td>
+      <td id="T_07c7c_row4_col4" class="data row4 col4" >6,337,500</td>
+      <td id="T_07c7c_row4_col5" class="data row4 col5" >20,407,617.42</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_07c7c_row5_col0" class="data row5 col0" >1,604,391.58</td>
+      <td id="T_07c7c_row5_col1" class="data row5 col1" >0</td>
+      <td id="T_07c7c_row5_col2" class="data row5 col2" >15,982,462.64</td>
+      <td id="T_07c7c_row5_col3" class="data row5 col3" >0</td>
+      <td id="T_07c7c_row5_col4" class="data row5 col4" >5,459,500</td>
+      <td id="T_07c7c_row5_col5" class="data row5 col5" >23,046,354.23</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_07c7c_row6_col0" class="data row6 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row6_col1" class="data row6 col1" >0</td>
+      <td id="T_07c7c_row6_col2" class="data row6 col2" >12,029,570.36</td>
+      <td id="T_07c7c_row6_col3" class="data row6 col3" >0</td>
+      <td id="T_07c7c_row6_col4" class="data row6 col4" >5,689,500</td>
+      <td id="T_07c7c_row6_col5" class="data row6 col5" >19,319,078.36</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_07c7c_row7_col0" class="data row7 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row7_col1" class="data row7 col1" >0</td>
+      <td id="T_07c7c_row7_col2" class="data row7 col2" >15,896,330.76</td>
+      <td id="T_07c7c_row7_col3" class="data row7 col3" >0</td>
+      <td id="T_07c7c_row7_col4" class="data row7 col4" >6,827,000</td>
+      <td id="T_07c7c_row7_col5" class="data row7 col5" >24,323,338.76</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_07c7c_row8_col0" class="data row8 col0" >1,600,008.00</td>
+      <td id="T_07c7c_row8_col1" class="data row8 col1" >0</td>
+      <td id="T_07c7c_row8_col2" class="data row8 col2" >14,868,474.06</td>
+      <td id="T_07c7c_row8_col3" class="data row8 col3" >0</td>
+      <td id="T_07c7c_row8_col4" class="data row8 col4" >6,734,000</td>
+      <td id="T_07c7c_row8_col5" class="data row8 col5" >23,202,482.06</td>
+    </tr>
+    <tr>
+      <th id="T_07c7c_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_07c7c_row9_col0" class="data row9 col0" >1,604,391.58</td>
+      <td id="T_07c7c_row9_col1" class="data row9 col1" >0</td>
+      <td id="T_07c7c_row9_col2" class="data row9 col2" >12,607,599.25</td>
+      <td id="T_07c7c_row9_col3" class="data row9 col3" >0</td>
+      <td id="T_07c7c_row9_col4" class="data row9 col4" >5,813,500</td>
+      <td id="T_07c7c_row9_col5" class="data row9 col5" >20,025,490.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="process-times">
+<span id="metrics-demo-process-times"></span><h2>Process Times<a class="headerlink" href="#process-times" title="Link to this heading">#</a></h2>
+<p>Computes the total number of hours spent from repair request submission to completion,
+performing repairs, and the number of request for each repair category. For further
+documentation, see the API docs here:
+<a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.process_times" title="wombat.core.post_processor.Metrics.process_times"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.process_times()</span></code></a>.</p>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">process_times</span><span class="p">())</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_fea05" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_fea05_level0_col0" class="col_heading level0 col0" >time_to_completion</th>
+      <th id="T_fea05_level0_col1" class="col_heading level0 col1" >process_time</th>
+      <th id="T_fea05_level0_col2" class="col_heading level0 col2" >downtime</th>
+      <th id="T_fea05_level0_col3" class="col_heading level0 col3" >time_to_start</th>
+      <th id="T_fea05_level0_col4" class="col_heading level0 col4" >N</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >category</th>
+      <th class="blank col0" >&nbsp;</th>
+      <th class="blank col1" >&nbsp;</th>
+      <th class="blank col2" >&nbsp;</th>
+      <th class="blank col3" >&nbsp;</th>
+      <th class="blank col4" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_fea05_level0_row0" class="row_heading level0 row0" >annual service</th>
+      <td id="T_fea05_row0_col0" class="data row0 col0" >5,395,344.49</td>
+      <td id="T_fea05_row0_col1" class="data row0 col1" >80,007.54</td>
+      <td id="T_fea05_row0_col2" class="data row0 col2" >125,269.02</td>
+      <td id="T_fea05_row0_col3" class="data row0 col3" >4,039,017.49</td>
+      <td id="T_fea05_row0_col4" class="data row0 col4" >1,043</td>
+    </tr>
+    <tr>
+      <th id="T_fea05_level0_row1" class="row_heading level0 row1" >major repair</th>
+      <td id="T_fea05_row1_col0" class="data row1 col0" >100,102.00</td>
+      <td id="T_fea05_row1_col1" class="data row1 col1" >3,093.78</td>
+      <td id="T_fea05_row1_col2" class="data row1 col2" >3,075.00</td>
+      <td id="T_fea05_row1_col3" class="data row1 col3" >94,804.33</td>
+      <td id="T_fea05_row1_col4" class="data row1 col4" >42</td>
+    </tr>
+    <tr>
+      <th id="T_fea05_level0_row2" class="row_heading level0 row2" >major replacement</th>
+      <td id="T_fea05_row2_col0" class="data row2 col0" >173,997.66</td>
+      <td id="T_fea05_row2_col1" class="data row2 col1" >10,767.80</td>
+      <td id="T_fea05_row2_col2" class="data row2 col2" >17,697.05</td>
+      <td id="T_fea05_row2_col3" class="data row2 col3" >162,795.94</td>
+      <td id="T_fea05_row2_col4" class="data row2 col4" >95</td>
+    </tr>
+    <tr>
+      <th id="T_fea05_level0_row3" class="row_heading level0 row3" >manual reset</th>
+      <td id="T_fea05_row3_col0" class="data row3 col0" >1,583,656.13</td>
+      <td id="T_fea05_row3_col1" class="data row3 col1" >80,274.99</td>
+      <td id="T_fea05_row3_col2" class="data row3 col2" >103,844.89</td>
+      <td id="T_fea05_row3_col3" class="data row3 col3" >1,445,380.56</td>
+      <td id="T_fea05_row3_col4" class="data row3 col4" >8,478</td>
+    </tr>
+    <tr>
+      <th id="T_fea05_level0_row4" class="row_heading level0 row4" >medium repair</th>
+      <td id="T_fea05_row4_col0" class="data row4 col0" >31,340.59</td>
+      <td id="T_fea05_row4_col1" class="data row4 col1" >19,757.57</td>
+      <td id="T_fea05_row4_col2" class="data row4 col2" >19,860.35</td>
+      <td id="T_fea05_row4_col3" class="data row4 col3" >8,232.23</td>
+      <td id="T_fea05_row4_col4" class="data row4 col4" >330</td>
+    </tr>
+    <tr>
+      <th id="T_fea05_level0_row5" class="row_heading level0 row5" >minor repair</th>
+      <td id="T_fea05_row5_col0" class="data row5 col0" >204,433.50</td>
+      <td id="T_fea05_row5_col1" class="data row5 col1" >63,283.37</td>
+      <td id="T_fea05_row5_col2" class="data row5 col2" >63,466.80</td>
+      <td id="T_fea05_row5_col3" class="data row5 col3" >127,371.50</td>
+      <td id="T_fea05_row5_col4" class="data row5 col4" >3,335</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="power-production">
+<span id="metrics-demo-power-production"></span><h2>Power Production<a class="headerlink" href="#power-production" title="Link to this heading">#</a></h2>
+<p>Computes the total power production for the wind farm. For further documentation, see
+the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.power_production" title="wombat.core.post_processor.Metrics.power_production"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.power_production()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">by</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a> options: &quot;windfarm&quot; and &quot;turbine&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">units</span></code></p>
+<ul>
+<li><p>&quot;kwh&quot;: kilowatt-hours (kWh)</p></li>
+<li><p>&quot;mwh&quot;: megawatt-hours (MWh)</p></li>
+<li><p>&quot;gwh&quot;: gigawatt-hours (GWh)</p></li>
+</ul>
+</li>
+</ul>
+<p><strong>Example Usage</strong>:</p>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in kWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">,</span> <span class="n">units</span><span class="o">=</span><span class="s2">&quot;kwh&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_838bd" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_838bd_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_838bd_level0_row0" class="row_heading level0 row0" >Project Energy Production (kWh)</th>
+      <td id="T_838bd_row0_col0" class="data row0 col0" >9,683,892,169.00</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in MWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">units</span><span class="o">=</span><span class="s2">&quot;mwh&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_64c61" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_64c61_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_64c61_level0_row0" class="row_heading level0 row0" >Project Energy Production (MWh)</th>
+      <td id="T_64c61_row0_col0" class="data row0 col0" >9,683,892.17</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="c1"># Project totals, in GWh, at the wind farm level</span>
+<span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_1c029" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_1c029_level0_col0" class="col_heading level0 col0" >windfarm</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_1c029_level0_row0" class="row_heading level0 row0" >Project Energy Production (GWh)</th>
+      <td id="T_1c029_row0_col0" class="data row0 col0" >9,683.89</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+<section id="net-present-value">
+<span id="metrics-demo-npv"></span><h2>Net Present Value<a class="headerlink" href="#net-present-value" title="Link to this heading">#</a></h2>
+<p>Calcualtes the net present value (NPV) for the project, as
+<span class="math notranslate nohighlight">\(NPV = (Power * OfftakePrice - OpEx) / (1 + DiscountRate)\)</span>.</p>
+<p>For further documentation, see the API docs here: <a class="reference internal" href="../API/simulation_api.html#wombat.core.post_processor.Metrics.npv" title="wombat.core.post_processor.Metrics.npv"><code class="xref py py-meth docutils literal notranslate"><span class="pre">wombat.core.post_processor.Metrics.npv()</span></code></a>.</p>
+<p><strong>Inputs</strong>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">frequency</span></code>, as explained <a class="reference internal" href="#metrics-demo-common-parameters"><span class="std std-ref">above</span></a>, options: &quot;project&quot;,
+&quot;annual&quot;, &quot;monthly&quot;, and &quot;month-year&quot;</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">discount_rate</span></code>: The rate of return that could be earned on alternative investments,
+by default 0.025.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">offtake_price</span></code>: Price of energy, per MWh, by default 80.</p></li>
+</ul>
+<div class="cell tag_output_scroll docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">style</span><span class="p">(</span><span class="n">metrics</span><span class="o">.</span><span class="n">opex</span><span class="p">(</span><span class="s2">&quot;annual&quot;</span><span class="p">))</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:1955: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option(&#39;future.no_silent_downcasting&#39;, True)`
+  port_fees = port_fees.fillna(0)
+</pre></div>
+</div>
+<div class="output text_html"><style type="text/css">
+</style>
+<table id="T_6d5e8" style="font-size: 14px; grid-column-count: 6">
+  <thead>
+    <tr>
+      <th class="blank level0" >&nbsp;</th>
+      <th id="T_6d5e8_level0_col0" class="col_heading level0 col0" >OpEx</th>
+    </tr>
+    <tr>
+      <th class="index_name level0" >year</th>
+      <th class="blank col0" >&nbsp;</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th id="T_6d5e8_level0_row0" class="row_heading level0 row0" >2003</th>
+      <td id="T_6d5e8_row0_col0" class="data row0 col0" >11,239,073.73</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row1" class="row_heading level0 row1" >2004</th>
+      <td id="T_6d5e8_row1_col0" class="data row1 col0" >19,800,822.56</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row2" class="row_heading level0 row2" >2005</th>
+      <td id="T_6d5e8_row2_col0" class="data row2 col0" >18,079,533.96</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row3" class="row_heading level0 row3" >2006</th>
+      <td id="T_6d5e8_row3_col0" class="data row3 col0" >12,519,911.67</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row4" class="row_heading level0 row4" >2007</th>
+      <td id="T_6d5e8_row4_col0" class="data row4 col0" >20,407,617.42</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row5" class="row_heading level0 row5" >2008</th>
+      <td id="T_6d5e8_row5_col0" class="data row5 col0" >23,046,354.23</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row6" class="row_heading level0 row6" >2009</th>
+      <td id="T_6d5e8_row6_col0" class="data row6 col0" >19,319,078.36</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row7" class="row_heading level0 row7" >2010</th>
+      <td id="T_6d5e8_row7_col0" class="data row7 col0" >24,323,338.76</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row8" class="row_heading level0 row8" >2011</th>
+      <td id="T_6d5e8_row8_col0" class="data row8 col0" >23,202,482.06</td>
+    </tr>
+    <tr>
+      <th id="T_6d5e8_level0_row9" class="row_heading level0 row9" >2012</th>
+      <td id="T_6d5e8_row9_col0" class="data row9 col0" >20,025,490.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div>
+</div>
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
+            ref: "master",
+        },
+        codeMirrorConfig: {
+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./examples"
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
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+  <div class="page-toc tocsection onthispage">
+    <i class="fa-solid fa-list"></i> Contents
+  </div>
+  <nav class="bd-toc-nav page-toc">
+    <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#table-of-contents">Table of Contents</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#setup">Setup</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#common-parameter-explanations">Common Parameter Explanations</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#frequency"><code class="docutils literal notranslate"><span class="pre">frequency</span></code></a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#by"><code class="docutils literal notranslate"><span class="pre">by</span></code></a></li>
+</ul>
+</li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#availability">Availability</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#capacity-factor">Capacity Factor</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#task-completion-rate">Task Completion Rate</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#equipment-costs">Equipment Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#service-equipment-utilization-rate">Service Equipment Utilization Rate</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#vessel-crew-hours-at-sea">Vessel-Crew Hours at Sea</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#number-of-tows">Number of Tows</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#labor-costs">Labor Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#equipment-and-labor-costs">Equipment and Labor Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#emissions">Emissions</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#component-costs">Component Costs</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#fixed-cost-impacts">Fixed Cost Impacts</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#opex">OpEx</a></li>
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+    <h1>Servicing Strategies</h1>
+    <!-- Table of contents -->
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+                <h2> Contents </h2>
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+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat-setup-and-variables">WOMBAT Setup and Variables</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#imports-and-notebook-configuration">Imports and notebook configuration</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#simulation-and-results-setup">Simulation and results setup</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#run-the-simulations-and-display-the-results">Run the simulations and display the results</a></li>
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+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="servicing-strategies">
+<h1>Servicing Strategies<a class="headerlink" href="#servicing-strategies" title="Link to this heading">#</a></h1>
+<p>In this example, we'll demonstrate the essential differences in scheduled servicing, unscheduled servicing, and tow-to-port repair strategies. Each of the examples demonstrated below will be based on the 2015 Dinwoodie, et al. paper, though the variations will be for demonstration purposes only.</p>
+<section id="wombat-setup-and-variables">
+<h2>WOMBAT Setup and Variables<a class="headerlink" href="#wombat-setup-and-variables" title="Link to this heading">#</a></h2>
+<p>The vessels that will be changed in this demonstration are the field support vessel (FSV) with capability: &quot;SCN&quot;, the heavy lift vessel (HLV) with capability: &quot;LCN&quot;, and the tugboats, which have capability: &quot;TOW&quot;.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>When running tow-to-port a <code class="docutils literal notranslate"><span class="pre">Port</span></code> configuration is also required, which will control the tugboats. However, the port costs will still be accounted for in the
+<code class="docutils literal notranslate"><span class="pre">FixedCosts</span></code> class as port fees are assumed to be constant. These costs are not considered in this example, so differences in cost should be taken with a grain
+of salt given the reduction of HLV and FSV operational and mobilization costs.</p>
+</div>
+<p>Scenario descriptions:</p>
+<ul class="simple">
+<li><p><strong>Scheduled</strong>: exactly the same as the base case (fsv_scheduled.yaml and hlv_scheduled.yaml)</p></li>
+<li><p><strong>Unscheduled: requests</strong>: the FSV and HLV are called to site when 10 requests that
+they can service are logged (fsv_requests.yaml and hlv_requests.yaml)</p></li>
+<li><p><strong>Unscheduled: downtime</strong>: the FSV and HLV are called to site once the wind farm's
+operating level hits 90% or lower (fsv_downtime.yaml and hlv_downtime.yaml)</p></li>
+<li><p><strong>Unscheduled: tow-to-port</strong>: the FSV and HLV will be replaced with three identical
+tugboats (tugboat1.yaml, tugboat2.yaml, tugboat3.yaml), and all the failures associated
+with the FSV and HLV will be changed to capability &quot;TOW&quot; to trigger the tow-to-port
+repairs. These processes will be triggered on the first request (WOMBAT base
+assumption that can't be changed for now).</p></li>
+</ul>
+<p>In this example, we will demonstrate how the results for the base case for the Dinwoodie, et al. example vary based on how each of the vessels are scheduled. The configuration details all remain the same, regardless of details, except for the strategy information, which is defined as follows:</p>
+<p>This example is set up similarly to that of the validation cases to show how the results differ, and not a step-by-step guide for setting up the analyses. We refer the reader to the extensive <a class="reference internal" href="../API/index.html"><span class="std std-doc">documentation</span></a> and <a class="reference internal" href="how_to.html"><span class="std std-doc">How To example</span></a> for more information.</p>
+</section>
+<section id="imports-and-notebook-configuration">
+<h2>Imports and notebook configuration<a class="headerlink" href="#imports-and-notebook-configuration" title="Link to this heading">#</a></h2>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="kn">from</span> <span class="nn">copy</span> <span class="kn">import</span> <span class="n">deepcopy</span>
+<span class="kn">from</span> <span class="nn">time</span> <span class="kn">import</span> <span class="n">perf_counter</span>
+
+<span class="kn">import</span> <span class="nn">pandas</span> <span class="k">as</span> <span class="nn">pd</span>
+
+<span class="kn">from</span> <span class="nn">wombat.core</span> <span class="kn">import</span> <span class="n">Simulation</span>
+<span class="kn">from</span> <span class="nn">wombat.core.library</span> <span class="kn">import</span> <span class="n">DINWOODIE</span>
+
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_rows&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">set_option</span><span class="p">(</span><span class="s2">&quot;display.max_columns&quot;</span><span class="p">,</span> <span class="mi">1000</span><span class="p">)</span>
+<span class="n">pd</span><span class="o">.</span><span class="n">options</span><span class="o">.</span><span class="n">display</span><span class="o">.</span><span class="n">float_format</span> <span class="o">=</span> <span class="s1">&#39;</span><span class="si">{:,.2f}</span><span class="s1">&#39;</span><span class="o">.</span><span class="n">format</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="simulation-and-results-setup">
+<h2>Simulation and results setup<a class="headerlink" href="#simulation-and-results-setup" title="Link to this heading">#</a></h2>
+<p>Here we're providing the names of the configuration files (found at: dinwoodie / config)
+without their .yaml extensions (added in later) and the results that we want to compare
+between simulations to understand some of the timing and cost trade-offs between
+simulations.</p>
+<p>The dictionary of keys and lists will be used to create the results data frame where the
+keys will be the indices and the lists will be the row values for each of the above
+configurations.</p>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">configs</span> <span class="o">=</span> <span class="p">[</span>
+    <span class="s2">&quot;base_scheduled&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_requests&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_downtime&quot;</span><span class="p">,</span>
+    <span class="s2">&quot;base_tow_to_port&quot;</span><span class="p">,</span>
+<span class="p">]</span>
+
+<span class="n">columns</span> <span class="o">=</span> <span class="n">deepcopy</span><span class="p">(</span><span class="n">configs</span><span class="p">)</span> <span class="c1"># Create a unique copy of the config names for column naming</span>
+<span class="n">results</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s2">&quot;availability - time based&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;availability - production based&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;capacity factor - net&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;capacity factor - gross&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;power production&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;task completion rate&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual direct O&amp;M cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual vessel cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;ctv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;fsv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;hlv cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;tow cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual repair cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;annual technician cost&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;ctv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;fsv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;hlv utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+    <span class="s2">&quot;tow utilization&quot;</span><span class="p">:</span> <span class="p">[],</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</div>
+</div>
+</section>
+<section id="run-the-simulations-and-display-the-results">
+<h2>Run the simulations and display the results<a class="headerlink" href="#run-the-simulations-and-display-the-results" title="Link to this heading">#</a></h2>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">timing_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">([],</span> <span class="n">columns</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;Load Time (min)&quot;</span><span class="p">,</span> <span class="s2">&quot;Run Time (min)&quot;</span><span class="p">],</span> <span class="n">index</span><span class="o">=</span><span class="n">configs</span><span class="p">)</span>
+<span class="n">timing_df</span><span class="o">.</span><span class="n">index</span><span class="o">.</span><span class="n">name</span> <span class="o">=</span> <span class="s2">&quot;Scenario&quot;</span>
+
+<span class="k">for</span> <span class="n">config</span> <span class="ow">in</span> <span class="n">configs</span><span class="p">:</span>
+
+    <span class="c1"># Load the simulation</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">sim</span> <span class="o">=</span> <span class="n">Simulation</span><span class="p">(</span><span class="n">DINWOODIE</span> <span class="p">,</span> <span class="sa">f</span><span class="s2">&quot;</span><span class="si">{</span><span class="n">config</span><span class="si">}</span><span class="s2">.yaml&quot;</span><span class="p">)</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">timing_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">config</span><span class="p">,</span> <span class="s2">&quot;Load Time (min)&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">end</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span> <span class="o">/</span> <span class="mi">60</span>
+
+    <span class="c1"># Run the simulation</span>
+    <span class="n">start</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">sim</span><span class="o">.</span><span class="n">run</span><span class="p">()</span>
+    <span class="n">end</span> <span class="o">=</span> <span class="n">perf_counter</span><span class="p">()</span>
+    <span class="n">timing_df</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">config</span><span class="p">,</span> <span class="s2">&quot;Run Time (min)&quot;</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span><span class="n">end</span> <span class="o">-</span> <span class="n">start</span><span class="p">)</span> <span class="o">/</span> <span class="mi">60</span>
+
+    <span class="c1"># Gather the results of interest</span>
+    <span class="n">years</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="o">.</span><span class="n">year</span><span class="o">.</span><span class="n">unique</span><span class="p">()</span><span class="o">.</span><span class="n">shape</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="n">mil</span> <span class="o">=</span> <span class="mi">1000000</span>
+
+    <span class="c1"># Gather the high-level results for the simulation</span>
+    <span class="n">availability_time</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">time_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">availability_production</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">production_based_availability</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">cf_net</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;net&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">cf_gross</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">capacity_factor</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;gross&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">power_production</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">power_production</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by</span><span class="o">=</span><span class="s2">&quot;windfarm&quot;</span><span class="p">)</span>
+    <span class="n">completion_rate</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">task_completion_rate</span><span class="p">(</span><span class="n">which</span><span class="o">=</span><span class="s2">&quot;both&quot;</span><span class="p">,</span> <span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span>
+    <span class="n">parts</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;materials_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">techs</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">project_fixed_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">resolution</span><span class="o">=</span><span class="s2">&quot;low&quot;</span><span class="p">)</span><span class="o">.</span><span class="n">operations</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span>
+    <span class="n">total</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">events</span><span class="p">[[</span><span class="s2">&quot;total_cost&quot;</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+    <span class="c1"># Gather the equipment costs and separate the results by equipment type</span>
+    <span class="n">equipment</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">equipment_costs</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">,</span> <span class="n">by_equipment</span><span class="o">=</span><span class="kc">True</span><span class="p">)</span>
+    <span class="n">equipment_sum</span> <span class="o">=</span> <span class="n">equipment</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">hlv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Heavy Lift Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">fsv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Field Support Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">ctv</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Crew Transfer Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+    <span class="n">tow</span> <span class="o">=</span> <span class="n">equipment</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">equipment</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Tugboat&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span><span class="o">.</span><span class="n">sum</span><span class="p">()</span>
+
+    <span class="c1"># Gather the equipment utilization data frame and separate the results by equipment type</span>
+    <span class="n">utilization</span> <span class="o">=</span> <span class="n">sim</span><span class="o">.</span><span class="n">metrics</span><span class="o">.</span><span class="n">service_equipment_utilization</span><span class="p">(</span><span class="n">frequency</span><span class="o">=</span><span class="s2">&quot;project&quot;</span><span class="p">)</span>
+    <span class="n">hlv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Heavy Lift Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">fsv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Field Support Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">ctv_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Crew Transfer Vessel&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+    <span class="n">tow_ur</span> <span class="o">=</span> <span class="n">utilization</span><span class="p">[[</span><span class="n">el</span> <span class="k">for</span> <span class="n">el</span> <span class="ow">in</span> <span class="n">utilization</span><span class="o">.</span><span class="n">columns</span> <span class="k">if</span> <span class="s2">&quot;Tugboat&quot;</span> <span class="ow">in</span> <span class="n">el</span><span class="p">]]</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span><span class="o">.</span><span class="n">mean</span><span class="p">()</span>
+
+    <span class="c1"># Log the results of interest</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;availability - time based&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">availability_time</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;availability - production based&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">availability_production</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;capacity factor - net&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cf_net</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;capacity factor - gross&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">cf_gross</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;power production&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">power_production</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;task completion rate&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">completion_rate</span><span class="o">.</span><span class="n">values</span><span class="p">[</span><span class="mi">0</span><span class="p">][</span><span class="mi">0</span><span class="p">])</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual direct O&amp;M cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">((</span><span class="n">total</span> <span class="o">+</span> <span class="n">techs</span><span class="p">)</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual vessel cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">equipment_sum</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;ctv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">ctv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;fsv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">fsv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;hlv cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">hlv</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;tow cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tow</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual repair cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">parts</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;annual technician cost&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">techs</span> <span class="o">/</span> <span class="n">mil</span> <span class="o">/</span> <span class="n">years</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;ctv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">ctv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;fsv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">fsv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;hlv utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">hlv_ur</span><span class="p">)</span>
+    <span class="n">results</span><span class="p">[</span><span class="s2">&quot;tow utilization&quot;</span><span class="p">]</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">tow_ur</span><span class="p">)</span>
+
+    <span class="c1"># Clear the logs</span>
+    <span class="n">sim</span><span class="o">.</span><span class="n">env</span><span class="o">.</span><span class="n">cleanup_log_files</span><span class="p">()</span>
+
+<span class="n">timing_df</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output stderr highlight-myst-ansi notranslate"><div class="highlight"><pre><span></span>/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:731: FutureWarning: &lt;class &#39;pandas.core.arrays.string_.StringArray&#39;&gt;._reduce will require a `keepdims` parameter in the future
+  costs = costs.fillna(costs.max(axis=0)).T
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:731: FutureWarning: &lt;class &#39;pandas.core.arrays.string_.StringArray&#39;&gt;._reduce will require a `keepdims` parameter in the future
+  costs = costs.fillna(costs.max(axis=0)).T
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:731: FutureWarning: &lt;class &#39;pandas.core.arrays.string_.StringArray&#39;&gt;._reduce will require a `keepdims` parameter in the future
+  costs = costs.fillna(costs.max(axis=0)).T
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/environment.py:503: FutureWarning: &#39;H&#39; is deprecated and will be removed in a future version, please use &#39;h&#39; instead.
+  .resample(&quot;H&quot;)
+/opt/hostedtoolcache/Python/3.10.13/x64/lib/python3.10/site-packages/wombat/core/post_processor.py:731: FutureWarning: &lt;class &#39;pandas.core.arrays.string_.StringArray&#39;&gt;._reduce will require a `keepdims` parameter in the future
+  costs = costs.fillna(costs.max(axis=0)).T
+</pre></div>
+</div>
+<div class="output text_html"><div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>Load Time (min)</th>
+      <th>Run Time (min)</th>
+    </tr>
+    <tr>
+      <th>Scenario</th>
+      <th></th>
+      <th></th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>base_scheduled</th>
+      <td>0.04</td>
+      <td>0.93</td>
+    </tr>
+    <tr>
+      <th>base_requests</th>
+      <td>0.04</td>
+      <td>0.94</td>
+    </tr>
+    <tr>
+      <th>base_downtime</th>
+      <td>0.05</td>
+      <td>0.85</td>
+    </tr>
+    <tr>
+      <th>base_tow_to_port</th>
+      <td>0.04</td>
+      <td>0.99</td>
+    </tr>
+  </tbody>
+</table>
+</div></div></div>
+</div>
+<div class="cell docutils container">
+<div class="cell_input docutils container">
+<div class="highlight-ipython3 notranslate"><div class="highlight"><pre><span></span><span class="n">results_df</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">(</span><span class="n">results</span><span class="o">.</span><span class="n">values</span><span class="p">(),</span> <span class="n">columns</span><span class="o">=</span><span class="n">columns</span><span class="p">,</span> <span class="n">index</span><span class="o">=</span><span class="n">results</span><span class="o">.</span><span class="n">keys</span><span class="p">())</span><span class="o">.</span><span class="n">fillna</span><span class="p">(</span><span class="mi">0</span><span class="p">)</span>
+<span class="n">results_df</span>
+</pre></div>
+</div>
+</div>
+<div class="cell_output docutils container">
+<div class="output text_html"><div>
+<style scoped>
+    .dataframe tbody tr th:only-of-type {
+        vertical-align: middle;
+    }
+
+    .dataframe tbody tr th {
+        vertical-align: top;
+    }
+
+    .dataframe thead th {
+        text-align: right;
+    }
+</style>
+<table border="1" class="dataframe">
+  <thead>
+    <tr style="text-align: right;">
+      <th></th>
+      <th>base_scheduled</th>
+      <th>base_requests</th>
+      <th>base_downtime</th>
+      <th>base_tow_to_port</th>
+    </tr>
+  </thead>
+  <tbody>
+    <tr>
+      <th>availability - time based</th>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.96</td>
+    </tr>
+    <tr>
+      <th>availability - production based</th>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.97</td>
+      <td>0.96</td>
+    </tr>
+    <tr>
+      <th>capacity factor - net</th>
+      <td>0.46</td>
+      <td>0.46</td>
+      <td>0.46</td>
+      <td>0.46</td>
+    </tr>
+    <tr>
+      <th>capacity factor - gross</th>
+      <td>0.48</td>
+      <td>0.48</td>
+      <td>0.48</td>
+      <td>0.48</td>
+    </tr>
+    <tr>
+      <th>power production</th>
+      <td>9,681.59</td>
+      <td>9,688.53</td>
+      <td>9,739.35</td>
+      <td>9,651.99</td>
+    </tr>
+    <tr>
+      <th>task completion rate</th>
+      <td>0.98</td>
+      <td>0.98</td>
+      <td>0.99</td>
+      <td>0.96</td>
+    </tr>
+    <tr>
+      <th>annual direct O&amp;M cost</th>
+      <td>18.63</td>
+      <td>15.45</td>
+      <td>5.42</td>
+      <td>10.91</td>
+    </tr>
+    <tr>
+      <th>annual vessel cost</th>
+      <td>12.73</td>
+      <td>9.41</td>
+      <td>1.92</td>
+      <td>2.06</td>
+    </tr>
+    <tr>
+      <th>ctv cost</th>
+      <td>1.92</td>
+      <td>1.92</td>
+      <td>1.92</td>
+      <td>1.92</td>
+    </tr>
+    <tr>
+      <th>fsv cost</th>
+      <td>0.27</td>
+      <td>0.32</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>hlv cost</th>
+      <td>10.54</td>
+      <td>7.17</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>tow cost</th>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.14</td>
+    </tr>
+    <tr>
+      <th>annual repair cost</th>
+      <td>4.30</td>
+      <td>4.44</td>
+      <td>1.91</td>
+      <td>5.25</td>
+    </tr>
+    <tr>
+      <th>annual technician cost</th>
+      <td>1.60</td>
+      <td>1.60</td>
+      <td>1.60</td>
+      <td>1.60</td>
+    </tr>
+    <tr>
+      <th>ctv utilization</th>
+      <td>1.00</td>
+      <td>1.00</td>
+      <td>1.00</td>
+      <td>1.00</td>
+    </tr>
+    <tr>
+      <th>fsv utilization</th>
+      <td>1.00</td>
+      <td>0.93</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>hlv utilization</th>
+      <td>0.96</td>
+      <td>0.93</td>
+      <td>0.00</td>
+      <td>0.00</td>
+    </tr>
+    <tr>
+      <th>tow utilization</th>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.00</td>
+      <td>0.83</td>
+    </tr>
+  </tbody>
+</table>
+</div></div></div>
+</div>
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#wombat-setup-and-variables">WOMBAT Setup and Variables</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#imports-and-notebook-configuration">Imports and notebook configuration</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#simulation-and-results-setup">Simulation and results setup</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#run-the-simulations-and-display-the-results">Run the simulations and display the results</a></li>
+</ul>
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+<!DOCTYPE html>
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+
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+<li class="toctree-l2"><a class="reference internal" href="workshops/nawea_wind_tech_2023.html">NAWEA WindTech 2023 WOMBAT Tutorial</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="team.html">Team</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Working With the Code Base</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1 has-children"><a class="reference internal" href="examples/index.html">User Guide</a><input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-2"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="examples/how_to.html">How To Use WOMBAT</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/strategy_demonstration.html">Servicing Strategies</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/metrics_demonstration.html">Demonstration of the Available Metrics</a></li>
+<li class="toctree-l2"><a class="reference internal" href="examples/examples_reference.html">Examples Reference</a></li>
+</ul>
+</li>
+<li class="toctree-l1 has-children"><a class="reference internal" href="API/index.html">WOMBAT API</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="API/simulation_api.html">Simulation API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/types.html">Data Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/core.html">Simulation Core Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/windfarm.html">Wind Farm Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/utilities.html">Helpers and Plotting</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="changelog.html">Change Log</a></li>
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+ | <a href="#W"><strong>W</strong></a>
+ 
+</div>
+<h2 id="_">_</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._apply_inflation_rate">_apply_inflation_rate() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._calculate_adjusted_production">_calculate_adjusted_production() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_interrupted_travel_time">_calculate_interrupted_travel_time() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_intra_site_time">_calculate_intra_site_time() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System._calculate_system_value">_calculate_system_value() (wombat.windfarm.system.system.System method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._calculate_uninterrupted_travel_time">_calculate_uninterrupted_travel_time() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._calculate_windfarm_total">_calculate_windfarm_total() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._check_working_hours">_check_working_hours() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._check_working_hours">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._cost_columns">_cost_columns (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_cables">_create_cables() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation._create_configuration">_create_configuration() (wombat.core.simulation_api.Simulation method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_graph_layout">_create_graph_layout() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable._create_processes">_create_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly._create_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._create_request_id">_create_request_id() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System._create_subassemblies">_create_subassemblies() (wombat.windfarm.system.system.System method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_substation_turbine_map">_create_substation_turbine_map() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_turbines_and_substations">_create_turbines_and_substations() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._create_wind_farm_map">_create_wind_farm_map() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._current_id">_current_id (wombat.core.repair_management.RepairManager attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._do_get">_do_get() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._do_put">_do_put() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._equipment_cost">_equipment_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._hourly_cost">_hourly_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System._initialize_power_curve">_initialize_power_curve() (wombat.windfarm.system.system.System method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._is_protocol">_is_protocol (wombat.core.port.Port attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._is_request_processing">_is_request_processing() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.port.Port._is_workshift">_is_workshift() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._is_workshift">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._labor_cost">_labor_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._log_actions">_log_actions() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._log_annual_fee">_log_annual_fee() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._log_operations">_log_operations() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._logging_setup">_logging_setup() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._materials_cost">_materials_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.utilities._mean">_mean() (in module wombat.utilities.utilities)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._read_data">_read_data() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._register_equipment">_register_equipment() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._register_port">_register_port() (wombat.core.repair_management.RepairManager method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._register_port">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._register_windfarm">_register_windfarm() (wombat.core.environment.WombatEnvironment method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.repair_management.RepairManager._register_windfarm">(wombat.core.repair_management.RepairManager method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._run_equipment_downtime">_run_equipment_downtime() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._run_equipment_requests">_run_equipment_requests() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._salary_cost">_salary_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._set_location">_set_location() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm._setup_logger">_setup_logger() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation._setup_simulation">_setup_simulation() (wombat.core.simulation_api.Simulation method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._tidy_data">_tidy_data() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics._total_cost">_total_cost (wombat.core.post_processor.Metrics attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._trigger_get">_trigger_get() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port._trigger_put">_trigger_put() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager._update_equipment_map">_update_equipment_map() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold">_validate_threshold() (wombat.core.data_classes.UnscheduledServiceEquipmentData method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment._weather_forecast">_weather_forecast() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment._weather_setup">_weather_setup() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="A">A</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.port.Port.active_repairs">active_repairs (wombat.core.port.Port attribute)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.assign_id">assign_id() (wombat.core.data_classes.Failure method)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.assign_id">(wombat.core.data_classes.Maintenance method)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.RepairRequest.assign_id">(wombat.core.data_classes.RepairRequest method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.at_port">at_port (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.at_system">at_system (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="C">C</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable">Cable (class in wombat.windfarm.system.cable)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.cable">cable() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.time.calculate_cost">calculate_cost() (in module wombat.utilities.time)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.calculate_delay_from_forecast">calculate_delay_from_forecast() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.calculate_distance_matrix">calculate_distance_matrix() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.capacity_factor">capacity_factor() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.time.check_working_hours">check_working_hours() (in module wombat.utilities.time)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.cleanup_log_files">cleanup_log_files() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.component_costs">component_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Configuration">Configuration (class in wombat.core.simulation_api)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.consecutive_groups">consecutive_groups() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.time.convert_dt_to_hours">convert_dt_to_hours() (in module wombat.utilities.time)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.utilities.create_variable_from_string">create_variable_from_string() (in module wombat.utilities.utilities)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.crew_manager">crew_manager (wombat.core.port.Port attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.crew_transfer">crew_transfer() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.current_availability">current_availability (wombat.windfarm.windfarm.Windfarm property)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.current_availability_wo_servicing">current_availability_wo_servicing (wombat.windfarm.windfarm.Windfarm property)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.current_system">current_system (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.current_time">current_time (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="D">D</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.date_ix">date_ix() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceEquipmentData.determine_type">determine_type() (wombat.core.data_classes.ServiceEquipmentData method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.downtime_based_equipment">downtime_based_equipment (wombat.core.repair_management.RepairManager attribute)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="E">E</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.emissions">emissions() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.enable_requests_for_system">enable_requests_for_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.enable_string_operations">enable_string_operations() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.enroute">enroute (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.port.Port.env">env (wombat.core.port.Port attribute)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.repair_management.RepairManager.env">(wombat.core.repair_management.RepairManager attribute)</a>
+</li>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.env">(wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_costs">equipment_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.equipment_labor_cost_breakdowns">equipment_labor_cost_breakdowns() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="F">F</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure">Failure (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.find_interrupted_weather_window">find_interrupted_weather_window() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.find_uninterrupted_weather_window">find_uninterrupted_weather_window() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.finish_setup">finish_setup() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.finish_setup">(wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.finish_setup_with_environment_variables">finish_setup_with_environment_variables() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.FixedCosts">FixedCosts (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.logging.format_events_log_message">format_events_log_message() (in module wombat.utilities.logging)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.from_config">from_config() (wombat.core.simulation_api.Simulation class method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.FromDictMixin.from_dict">from_dict() (wombat.core.data_classes.FromDictMixin class method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.from_simulation_outputs">from_simulation_outputs() (wombat.core.post_processor.Metrics class method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.FromDictMixin">FromDictMixin (class in wombat.core.data_classes)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="G">G</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.port.Port.get_all_requests_for_system">get_all_requests_for_system() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.repair_management.RepairManager.get_all_requests_for_system">(wombat.core.repair_management.RepairManager method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.get_next_request">get_next_request() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.get_random_seconds">get_random_seconds() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.get_request_by_severity">get_request_by_severity() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.get_request_by_system">get_request_by_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.get_speed">get_speed() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.WindFarmMap.get_upstream_connections">get_upstream_connections() (wombat.core.data_classes.WindFarmMap method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.WindFarmMap.get_upstream_connections_from_substation">get_upstream_connections_from_substation() (wombat.core.data_classes.WindFarmMap method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="H">H</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.hour_in_shift">hour_in_shift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.hours_to_next_failure">hours_to_next_failure() (wombat.core.data_classes.Failure method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.hours_to_next_operational_date">hours_to_next_operational_date() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.hours_to_next_operational_date">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.hours_to_next_shift">hours_to_next_shift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.time.hours_until_future_hour">hours_until_future_hour() (in module wombat.utilities.time)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="I">I</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/utilities.html#wombat.utilities.utilities.IEC_power_curve">IEC_power_curve() (in module wombat.utilities.utilities)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.in_situ_repair">in_situ_repair() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.initialize_cost_calculators">initialize_cost_calculators() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.initialize_cost_calculators">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.interrupt_all_subassembly_processes">interrupt_all_subassembly_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_all_subassembly_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.system.System.interrupt_all_subassembly_processes">(wombat.windfarm.system.system.System method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.interrupt_processes">interrupt_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.interrupt_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.interrupt_system">interrupt_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.invalidate_system">invalidate_system() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.is_workshift">is_workshift() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="L">L</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.labor_costs">labor_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.load_events_log_dataframe">load_events_log_dataframe() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.load_operations_log_dataframe">load_operations_log_dataframe() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.log_action">log_action() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="M">M</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.Maintenance">Maintenance (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.manager">manager (wombat.core.port.Port attribute)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.manager">(wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics">Metrics (class in wombat.core.post_processor)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.mobilize">mobilize() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.mobilize_scheduled">mobilize_scheduled() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li>
+    module
+
+      <ul>
+        <li><a href="API/core.html#module-wombat.core.port">wombat.core.port</a>
+</li>
+        <li><a href="API/core.html#module-wombat.core.service_equipment">wombat.core.service_equipment</a>
+</li>
+        <li><a href="API/utilities.html#module-wombat.utilities.logging">wombat.utilities.logging</a>
+</li>
+        <li><a href="API/utilities.html#module-wombat.utilities.plot">wombat.utilities.plot</a>
+</li>
+        <li><a href="API/utilities.html#module-wombat.utilities.time">wombat.utilities.time</a>
+</li>
+        <li><a href="API/utilities.html#module-wombat.utilities.utilities">wombat.utilities.utilities</a>
+</li>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.cable">wombat.windfarm.system.cable</a>
+</li>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.subassembly">wombat.windfarm.system.subassembly</a>
+</li>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.system">wombat.windfarm.system.system</a>
+</li>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.windfarm">wombat.windfarm.windfarm</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.mooring_connection">mooring_connection() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="N">N</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.PortConfig.non_operational_dates">non_operational_dates (wombat.core.data_classes.PortConfig attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates">(wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_operational_dates_set">non_operational_dates_set (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_operational_dates_set">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.non_stop_shift">non_stop_shift (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.non_stop_shift">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.npv">npv() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.number_of_tows">number_of_tows() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="O">O</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.onsite">onsite (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.operating_dates_set">operating_dates_set (wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System.operating_level">operating_level (wombat.windfarm.system.system.System property)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System.operating_level_wo_servicing">operating_level_wo_servicing (wombat.windfarm.system.system.System property)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.opex">opex() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="P">P</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/utilities.html#wombat.utilities.time.parse_date">parse_date() (in module wombat.utilities.time)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.plot.plot_farm_availability">plot_farm_availability() (in module wombat.utilities.plot)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.plot.plot_farm_layout">plot_farm_layout() (in module wombat.utilities.plot)</a>
+</li>
+      <li><a href="API/utilities.html#wombat.utilities.plot.plot_operational_levels">plot_operational_levels() (in module wombat.utilities.plot)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port">Port (class in wombat.core.port)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.port_fees">port_fees() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.PortConfig">PortConfig (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System.power">power() (wombat.windfarm.system.system.System method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.power_production">power_production() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.power_production_potential_to_csv">power_production_potential_to_csv() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.process_repair">process_repair() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.process_repair">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.process_times">process_times() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.production_based_availability">production_based_availability() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.project_fixed_costs">project_fixed_costs() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.purge_subassembly_requests">purge_subassembly_requests() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="R">R</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.recreate_processes">recreate_processes() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.recreate_processes">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.PortConfig.reduced_speed_dates">reduced_speed_dates (wombat.core.data_classes.PortConfig attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData.reduced_speed_dates">(wombat.core.data_classes.ScheduledServiceEquipmentData attribute)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData.reduced_speed_dates">(wombat.core.data_classes.UnscheduledServiceEquipmentData attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.register_repair">register_repair() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.register_repair_with_subassembly">register_repair_with_subassembly() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.register_request">register_request() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.repair_single">repair_single() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager">RepairManager (class in wombat.core.repair_management)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.RepairRequest">RepairRequest (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.request_based_equipment">request_based_equipment (wombat.core.repair_management.RepairManager attribute)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.Failure.request_id">request_id (wombat.core.data_classes.Failure attribute)</a>
+
+      <ul>
+        <li><a href="API/types.html#wombat.core.data_classes.Maintenance.request_id">(wombat.core.data_classes.Maintenance attribute)</a>
+</li>
+        <li><a href="API/types.html#wombat.core.data_classes.RepairRequest.request_id">(wombat.core.data_classes.RepairRequest attribute)</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.request_map">request_map (wombat.core.repair_management.RepairManager property)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.requests_serviced">requests_serviced (wombat.core.port.Port attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.reset_system_operations">reset_system_operations() (in module wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.run">run() (wombat.core.environment.WombatEnvironment method)</a>
+
+      <ul>
+        <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.run">(wombat.core.simulation_api.Simulation method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.port.Port.run_repairs">run_repairs() (wombat.core.port.Port method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.run_scheduled_in_situ">run_scheduled_in_situ() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.run_single_failure">run_single_failure() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.run_single_failure">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.run_single_maintenance">run_single_maintenance() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.run_single_maintenance">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.port.Port.run_tow_to_port">run_tow_to_port() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_port">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.run_tow_to_site">run_tow_to_site() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.run_unscheduled_in_situ">run_unscheduled_in_situ() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.run_unscheduled_in_situ">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+  </ul></td>
+</tr></table>
+
+<h2 id="S">S</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation.save_metrics_inputs">save_metrics_inputs() (wombat.core.simulation_api.Simulation method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ScheduledServiceEquipmentData">ScheduledServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.service_equipment_manager">service_equipment_manager (wombat.core.port.Port attribute)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.service_equipment_utilization">service_equipment_utilization() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceCrew">ServiceCrew (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment">ServiceEquipment (class in wombat.core.service_equipment)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.ServiceEquipmentData">ServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.set_string_details">set_string_details() (wombat.windfarm.system.cable.Cable method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.settings">settings (wombat.core.port.Port attribute)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.settings">(wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/utilities.html#wombat.utilities.logging.setup_logger">setup_logger() (in module wombat.utilities.logging)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.simulation_api.Simulation">Simulation (class in wombat.core.simulation_api)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.simulation_time">simulation_time (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.stop_all_upstream_processes">stop_all_upstream_processes() (wombat.windfarm.system.cable.Cable method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.String">String (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly">Subassembly (class in wombat.windfarm.system.subassembly)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.SubassemblyData">SubassemblyData (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.repair_management.RepairManager.submit_request">submit_request() (wombat.core.repair_management.RepairManager method)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.SubstationMap">SubstationMap (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/types.html#wombat.core.data_classes.SubString">SubString (class in wombat.core.data_classes)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.system.System">System (class in wombat.windfarm.system.system)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm.system">system() (wombat.windfarm.windfarm.Windfarm method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="T">T</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.task_completion_rate">task_completion_rate() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.time_based_availability">time_based_availability() (wombat.core.post_processor.Metrics method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.tow">tow() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.transfer_requests_from_manager">transfer_requests_from_manager() (wombat.core.port.Port method)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.transferring_crew">transferring_crew (wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.travel">travel() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.system.cable.Cable.trigger_request">trigger_request() (wombat.windfarm.system.cable.Cable method)</a>
+
+      <ul>
+        <li><a href="API/windfarm.html#wombat.windfarm.system.subassembly.Subassembly.trigger_request">(wombat.windfarm.system.subassembly.Subassembly method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.port.Port.turbine_manager">turbine_manager (wombat.core.port.Port attribute)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="U">U</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/types.html#wombat.core.data_classes.UnscheduledServiceEquipmentData">UnscheduledServiceEquipmentData (class in wombat.core.data_classes)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="V">V</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.validate_end_points">validate_end_points() (in module wombat.core.service_equipment)</a>
+</li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/simulation_api.html#wombat.core.post_processor.Metrics.vessel_crew_hours_at_sea">vessel_crew_hours_at_sea() (wombat.core.post_processor.Metrics method)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+<h2 id="W">W</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.wait_until_next_operational_period">wait_until_next_operational_period() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.wait_until_next_shift">wait_until_next_shift() (wombat.core.port.Port method)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.wait_until_next_shift">(wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.weather_delay">weather_delay() (wombat.core.service_equipment.ServiceEquipment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.weather_forecast">weather_forecast() (wombat.core.environment.WombatEnvironment method)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment.weather_now">weather_now (wombat.core.environment.WombatEnvironment property)</a>
+</li>
+      <li><a href="API/windfarm.html#wombat.windfarm.windfarm.Windfarm">Windfarm (class in wombat.windfarm.windfarm)</a>
+</li>
+      <li><a href="API/core.html#wombat.core.port.Port.windfarm">windfarm (wombat.core.port.Port attribute)</a>
+
+      <ul>
+        <li><a href="API/core.html#wombat.core.repair_management.RepairManager.windfarm">(wombat.core.repair_management.RepairManager attribute)</a>
+</li>
+        <li><a href="API/core.html#wombat.core.service_equipment.ServiceEquipment.windfarm">(wombat.core.service_equipment.ServiceEquipment attribute)</a>
+</li>
+      </ul></li>
+      <li><a href="API/types.html#wombat.core.data_classes.WindFarmMap">WindFarmMap (class in wombat.core.data_classes)</a>
+</li>
+      <li>
+    wombat.core.port
+
+      <ul>
+        <li><a href="API/core.html#module-wombat.core.port">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.core.service_equipment
+
+      <ul>
+        <li><a href="API/core.html#module-wombat.core.service_equipment">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.utilities.logging
+
+      <ul>
+        <li><a href="API/utilities.html#module-wombat.utilities.logging">module</a>
+</li>
+      </ul></li>
+  </ul></td>
+  <td style="width: 33%; vertical-align: top;"><ul>
+      <li>
+    wombat.utilities.plot
+
+      <ul>
+        <li><a href="API/utilities.html#module-wombat.utilities.plot">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.utilities.time
+
+      <ul>
+        <li><a href="API/utilities.html#module-wombat.utilities.time">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.utilities.utilities
+
+      <ul>
+        <li><a href="API/utilities.html#module-wombat.utilities.utilities">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.system.cable
+
+      <ul>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.cable">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.system.subassembly
+
+      <ul>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.subassembly">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.system.system
+
+      <ul>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.system.system">module</a>
+</li>
+      </ul></li>
+      <li>
+    wombat.windfarm.windfarm
+
+      <ul>
+        <li><a href="API/windfarm.html#module-wombat.windfarm.windfarm">module</a>
+</li>
+      </ul></li>
+      <li><a href="API/core.html#wombat.core.environment.WombatEnvironment">WombatEnvironment (class in wombat.core.environment)</a>
+</li>
+  </ul></td>
+</tr></table>
+
+
+
+                </article>
+              
+
+              
+              
+              
+              
+                <footer class="prev-next-footer">
+                  
+<div class="prev-next-area">
+</div>
+                </footer>
+              
+            </div>
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+    <h1>WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool</h1>
+    <!-- Table of contents -->
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#overview">Overview</a></li>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#the-model-in-30-seconds-or-less">The Model in 30 Seconds Or Less</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#high-level-architecture">High Level Architecture</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#simulation-architecture">Simulation Architecture</a></li>
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+  <section class="tex2jax_ignore mathjax_ignore" id="wombat-windfarm-operations-and-maintenance-cost-benefit-analysis-tool">
+<h1>WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool<a class="headerlink" href="#wombat-windfarm-operations-and-maintenance-cost-benefit-analysis-tool" title="Link to this heading">#</a></h1>
+<p><a class="reference external" href="https://www.osti.gov/biblio/1894867"><img alt="DOI" src="https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867" /></a>
+<a class="reference external" href="https://opensource.org/licenses/Apache-2.0"><img alt="License" src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" /></a>
+<a class="reference external" href="https://badge.fury.io/py/wombat"><img alt="PyPI Version" src="https://badge.fury.io/py/wombat.svg" /></a>
+<a class="reference external" href="https://pypi.org/project/WOMBAT/"><img alt="PyPI downloads" src="https://img.shields.io/pypi/dm/wombat?link=https%3A%2F%2Fpypi.org%2Fproject%2FWOMBAT%2F" /></a></p>
+<p><a class="reference external" href="https://mybinder.org/v2/gh/WISDEM/WOMBAT/main?filepath=examples"><img alt="Binder" src="https://mybinder.org/badge_logo.svg" /></a>
+<a class="reference external" href="https://wisdem.github.io/WOMBAT"><img alt="Documentation site" src="https://jupyterbook.org/badge.svg" /></a></p>
+<p><a class="reference external" href="https://github.com/pre-commit/pre-commit"><img alt="pre-commit" src="https://img.shields.io/badge/pre--commit-enabled-brightgreen?logo=pre-commit&amp;logoColor=white" /></a>
+<a class="reference external" href="https://github.com/psf/black"><img alt="Black formatter" src="https://img.shields.io/badge/code%20style-black-000000.svg" /></a>
+<a class="reference external" href="https://pycqa.github.io/isort/"><img alt="isort import formatter" src="https://img.shields.io/badge/%20imports-isort-%231674b1?style=flat&amp;labelColor=ef8336" /></a></p>
+<section id="overview">
+<h2>Overview<a class="headerlink" href="#overview" title="Link to this heading">#</a></h2>
+<p>The WOMBAT framework is designed to provide an open source tool adhering to FLOSS principles
+for the wind farm lifecycle research community. Specifically, WOMBAT is meant to serve as
+a what-if, or scenario-based, simulation tool, so that you can model the trade-offs in
+decision-making for the operations and maintenance phase of a wind farm.</p>
+<p>As a supplement to this documentation site, there is also an NREL Technical Report that
+goes through much of the design and implementation details available at:
+<a class="reference external" href="https://www.osti.gov/biblio/1894867">https://www.osti.gov/biblio/1894867</a>. If you use this software, please cite it using the
+following BibTeX information, or in commonly used citation formats
+<a class="reference external" href="https://www.osti.gov/biblio/1894867">here</a>.</p>
+<div class="highlight-bibtex notranslate"><div class="highlight"><pre><span></span><span class="w">   </span><span class="nc">@techreport</span><span class="p">{</span><span class="nl">hammond2022wombat</span><span class="p">,</span>
+<span class="w">      </span><span class="na">title</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Hammond, Rob and Cooperman, Aubryn}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">doi</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10.2172/1894867}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">url</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{https://www.osti.gov/biblio/1894867}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">place</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{United States}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">year</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{2022}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">month</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10}</span><span class="p">,</span>
+<span class="w">      </span><span class="na">institution</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{National Renewable Energy Lab. (NREL)}</span><span class="p">,</span>
+<span class="w">   </span><span class="p">}</span>
+</pre></div>
+</div>
+<p>For any questions, feel free to open up an issue in the repository or email:
+<a class="reference external" href="mailto:rob&#46;hammond&#37;&#52;&#48;nrel&#46;gov">rob<span>&#46;</span>hammond<span>&#64;</span>nrel<span>&#46;</span>gov</a>.</p>
+</section>
+<section id="latest-changes">
+<h2>Latest Changes?<a class="headerlink" href="#latest-changes" title="Link to this heading">#</a></h2>
+<p>As of v0.8, a series of bug fixes in the cable, subassembly, repair management, and
+servicing equipment models that ensure repairs can't happen twice under limited
+circumstances or that more than one repair can occur simultaneously. New features include
+an emissions metric and random seeding of simulations, with significant simulation
+speedups across the board due to using Polars for managing the weather and datetime
+functionality.</p>
+<p>Please see the CHANGELOG for details!</p>
+<ul class="simple">
+<li><p>On this site: <a class="reference external" href="https://wisdem.github.io/WOMBAT/changelog.html">https://wisdem.github.io/WOMBAT/changelog.html</a></p></li>
+<li><p>On GitHub: <a class="github reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/CHANGELOG.md">WISDEM/WOMBAT</a></p></li>
+</ul>
+</section>
+<section id="the-model-in-30-seconds-or-less">
+<h2>The Model in 30 Seconds Or Less<a class="headerlink" href="#the-model-in-30-seconds-or-less" title="Link to this heading">#</a></h2>
+<p>In general, the model has 2 overarching branches: the wind farm itself (the technology
+strategy), and the simulation environment (the maintenance strategy). For the wind farm
+model we can control the varying assets (system in the code)--substations, turbines, and
+cables--as well as the components that comprise each asset (subassemblies in the code).
+This separation allows for each turbine, cable, or substation component to have its own
+unique failure and maintenance models.</p>
+<p>As for the environment, this is where the discrete event simulation itself happens, in
+addition to logging, repair logic, and other necessary modeling pieces. The image
+below provides a more visual representation of this description.</p>
+<section id="high-level-architecture">
+<h3>High Level Architecture<a class="headerlink" href="#high-level-architecture" title="Link to this heading">#</a></h3>
+<p>The code is largely broken up into two categories: the wind farm and objects contained
+within it, and the simulation and simulation environment components. The wind farm is
+composed of systems: substation(s), cables, and turbines, and each of those systems is
+composed of subassemblies (a conglomerate of components). For the simulation environment,
+we consider all the pieces that allow the simulation to happen such as the API,
+servicing equipment, repair manager to hold and pass on tasks, and results post-processing.</p>
+<img alt="_images/high_level_diagram.svg" src="_images/high_level_diagram.svg" /></section>
+<section id="simulation-architecture">
+<h3>Simulation Architecture<a class="headerlink" href="#simulation-architecture" title="Link to this heading">#</a></h3>
+<p>In the diagram below, we demonstrate the lifecycle of the simulation through the
+lifecycle of a single failure.</p>
+<ol class="arabic simple">
+<li><p>The maximum length of the simulation is defined by the amount of wind and wave
+time series data is provided for the simulation.</p></li>
+<li><p>Each subassembly failure model is a random sampling from a Weibull distribution, so
+for the sake of clarity we'll consider this to be a catastrophic drivetrain failure.
+When the timeout (time to failure) is reached in the simulation, the subassembly's operating level is
+reduced to 0%, and a message is passed to the turbine level (the overarching system
+model).</p></li>
+<li><p>From there, the turbine will shut off, and signal to all other subassembly models to
+not accrue time for their respective maintenance and failure timeouts. Then, the
+turbine creates a repair request and passes that to the repair manager.</p></li>
+<li><p>The repair manager will store the submitted task and depending on the servicing
+equipment's maintenance strategy, a crane or vessel will be called to site.</p></li>
+<li><p>The vessel (or crane) will mobilize and accrue time there, all the while, the turbine
+and wind power plant will accrue downtime. When the servicing equipment arrives at
+the site it will operate according to its operation limits, current weather
+conditions, and site/equipment-specific working hours and continue to log costs and
+downtime.</p></li>
+<li><p>When the servicing is complete, the subassembly will be placed back to good-as-new
+condition and the turbine will be reset to operating. From there all the turbine's
+and drivetrain's failure and maintenance models be turned back on, and the simulation
+will continue on in the same manner until it reaches its user- or weather-defined
+ending point.</p></li>
+</ol>
+<img alt="_images/simulation_diagram.svg" src="_images/simulation_diagram.svg" /></section>
+</section>
+<section id="license">
+<h2>License<a class="headerlink" href="#license" title="Link to this heading">#</a></h2>
+<p>Notice on the NREL application of the Apache-2 license, also found on the
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/NOTICE">GitHub</a>, along with the
+complete <a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/LICENSE">license</a> details.</p>
+<p>Copyright 2021 Alliance for Sustainable Energy, LLC
+Licensed under the Apache License, Version 2.0 (the &quot;License&quot;);
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+      
+      <a class="reference external" href="http://www.apache.org/licenses/LICENSE-2.0">http://www.apache.org/licenses/LICENSE-2.0</a></p>
+<p>Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an &quot;AS IS&quot; BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
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+<li class="toctree-l1 has-children"><a class="reference internal" href="API/index.html">WOMBAT API</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
+<li class="toctree-l2"><a class="reference internal" href="API/simulation_api.html">Simulation API</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/types.html">Data Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/core.html">Simulation Core Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/windfarm.html">Wind Farm Classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="API/utilities.html">Helpers and Plotting</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="changelog.html">Change Log</a></li>
+</ul>
+
+    </div>
+</nav></div>
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+<span class="btn__text-container">.pdf</span>
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+  class="btn btn-sm btn-fullscreen-button"
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+document.write(`
+  <button class="btn btn-sm navbar-btn theme-switch-button" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+    <span class="theme-switch nav-link" data-mode="auto"><i class="fa-solid fa-circle-half-stroke fa-lg"></i></span>
+  </button>
+`);
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+document.write(`
+  <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
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+      
+    </div>
+  
+</div>
+</div>
+              
+              
+
+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Installation</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-conda-environment">Create a conda environment</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#installing">Installing</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#pip">Pip</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#from-source">From Source</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#for-contributors">For contributors</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#running-the-tests">Running the tests</a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#for-documentation">For documentation</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#build-the-documentation-site">Build the documentation site</a></li>
+</ul>
+</li>
+</ul>
+</li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="installation">
+<h1>Installation<a class="headerlink" href="#installation" title="Link to this heading">#</a></h1>
+<section id="create-a-conda-environment">
+<h2>Create a conda environment<a class="headerlink" href="#create-a-conda-environment" title="Link to this heading">#</a></h2>
+<p>Download the latest version of <a class="reference external" href="https://docs.conda.io/en/latest/miniconda.html">Miniconda</a>
+for the appropriate OS. Follow the remaining <a class="reference external" href="https://conda.io/projects/conda/en/latest/user-guide/install/index.html#regular-installation">steps</a>
+for the appropriate OS version.</p>
+<p>Using conda, create a new virtual environment, replacing <code class="docutils literal notranslate"><span class="pre">&lt;environment_name&gt;</span></code> with a name
+of your choosing (without spaces):</p>
+<div class="highlight-text notranslate"><div class="highlight"><pre><span></span>$ conda create -n &lt;environment_name&gt; python=3
+$ conda activate &lt;environment_name&gt;
+</pre></div>
+</div>
+<p>You can now use <code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">activate</span> <span class="pre">&lt;environment_name&gt;</span></code> to enter the environment and
+<code class="docutils literal notranslate"><span class="pre">conda</span> <span class="pre">deactivate</span></code> to exit the environment.</p>
+</section>
+<section id="installing">
+<h2>Installing<a class="headerlink" href="#installing" title="Link to this heading">#</a></h2>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The folowing all asssume you are in your <code class="docutils literal notranslate"><span class="pre">wombat</span></code> environment!</p>
+</div>
+<section id="pip">
+<h3>Pip<a class="headerlink" href="#pip" title="Link to this heading">#</a></h3>
+<p>WOMBAT is listed on PyPI under <code class="docutils literal notranslate"><span class="pre">wombat</span></code>, and can be installed for users that don't
+intend to modify the code, by running the following:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>wombat
+</pre></div>
+</div>
+</section>
+<section id="from-source">
+<h3>From Source<a class="headerlink" href="#from-source" title="Link to this heading">#</a></h3>
+<p>If you plan to read through the code, in addition to running simulations, it is
+recommended to clone repository, and install the local version.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>It has been noted that some Windows users have had issues with accessing the included
+data libraries using the following, so if issues arise, uninstall wombat, and reinstall
+using the <code class="docutils literal notranslate"><span class="pre">pip</span> <span class="pre">install</span> <span class="pre">-e</span> <span class="pre">'.[dev]'</span></code> prompt in the next section</p>
+</div>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/WISDEM/WOMBAT.git
+<span class="nb">cd</span><span class="w"> </span>wombat
+pip<span class="w"> </span>install<span class="w"> </span>wombat/
+</pre></div>
+</div>
+</section>
+<section id="for-contributors">
+<h3>For contributors<a class="headerlink" href="#for-contributors" title="Link to this heading">#</a></h3>
+<p>Anyone seeking to work modify the code and contribute to the repository should follow
+the below prompt. This repository relies on automatic code formatting and linting
+provided through the pre-commit framework, and any contributors should have this
+functionality run and pass before submitting pull requests.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/WISDEM/WOMBAT.git
+<span class="nb">cd</span><span class="w"> </span>wombat
+pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span><span class="s1">&#39;.[dev]&#39;</span><span class="w">  </span><span class="c1"># some users may need double quotes here, not single quotes</span>
+<span class="c1"># Required for automatic code formatting!</span>
+pre-commit<span class="w"> </span>install
+</pre></div>
+</div>
+<section id="running-the-tests">
+<h4>Running the tests<a class="headerlink" href="#running-the-tests" title="Link to this heading">#</a></h4>
+<p>In addition, pytest is used to manage the testing framework, and can be run using the
+following to ensure that contributions don't break the existing tests. This will produce
+the results of the tests, including code coverage results, if the tests pass.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><span class="c1"># From the top level of the repository</span>
+pytest<span class="w"> </span>tests/
+</pre></div>
+</div>
+</section>
+</section>
+<section id="for-documentation">
+<h3>For documentation<a class="headerlink" href="#for-documentation" title="Link to this heading">#</a></h3>
+<p>Additionally, for users that wish to modify the documentation or build the documentation
+site locally, the following prompt with will install the required documentation building
+packages.</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/WISDEM/WOMBAT.git
+<span class="nb">cd</span><span class="w"> </span>wombat
+pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span><span class="s1">&#39;.[docs]&#39;</span>
+</pre></div>
+</div>
+<section id="build-the-documentation-site">
+<h4>Build the documentation site<a class="headerlink" href="#build-the-documentation-site" title="Link to this heading">#</a></h4>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>jupyter-book<span class="w"> </span>build<span class="w"> </span>docs
+</pre></div>
+</div>
+<p>Now, the documentation site should be able to be viewed locally at
+docs/_build/html/index.html</p>
+</section>
+</section>
+</section>
+</section>
+
+    <script type="text/x-thebe-config">
+    {
+        requestKernel: true,
+        binderOptions: {
+            repo: "binder-examples/jupyter-stacks-datascience",
+            ref: "master",
+        },
+        codeMirrorConfig: {
+            theme: "abcdef",
+            mode: "python"
+        },
+        kernelOptions: {
+            name: "python3",
+            path: "./."
+        },
+        predefinedOutput: true
+    }
+    </script>
+    <script>kernelName = 'python3'</script>
+
+                </article>
+              
+
+              
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+                <footer class="prev-next-footer">
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+        <p class="prev-next-title">WOMBAT - Windfarm Operations and Maintenance cost-Benefit Analysis Tool</p>
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#create-a-conda-environment">Create a conda environment</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#installing">Installing</a><ul class="nav section-nav flex-column">
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#pip">Pip</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#from-source">From Source</a></li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#for-contributors">For contributors</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#running-the-tests">Running the tests</a></li>
+</ul>
+</li>
+<li class="toc-h3 nav-item toc-entry"><a class="reference internal nav-link" href="#for-documentation">For documentation</a><ul class="nav section-nav flex-column">
+<li class="toc-h4 nav-item toc-entry"><a class="reference internal nav-link" href="#build-the-documentation-site">Build the documentation site</a></li>
+</ul>
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+  <p class="copyright">
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new file mode 100644
index 00000000..3a00e609
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+++ b/presentations.html
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+
+<!DOCTYPE html>
+
+
+<html lang="python" data-content_root="./" >
+
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+    <meta charset="utf-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="viewport" content="width=device-width, initial-scale=1" />
+
+    <title>Presentations and Publications &#8212; WOMBAT</title>
+  
+  
+  
+  <script data-cfasync="false">
+    document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
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+    <script>let toggleOpenOnPrint = 'true';</script>
+    <script src="_static/togglebutton.js?v=4a39c7ea"></script>
+    <script>var togglebuttonSelector = '.toggle, .admonition.dropdown';</script>
+    <script src="_static/design-tabs.js?v=36754332"></script>
+    <script>const THEBE_JS_URL = "https://unpkg.com/thebe@0.8.2/lib/index.js"; const thebe_selector = ".thebe,.cell"; const thebe_selector_input = "pre"; const thebe_selector_output = ".output, .cell_output"</script>
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+<div id="jb-print-docs-body" class="onlyprint">
+    <h1>Presentations and Publications</h1>
+    <!-- Table of contents -->
+    <div id="print-main-content">
+        <div id="jb-print-toc">
+            
+            <div>
+                <h2> Contents </h2>
+            </div>
+            <nav aria-label="Page">
+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#publications">Publications</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#nawea-windtech-workshop">2023 NAWEA WindTech Workshop</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#fy20-doe-presentation">FY20 DOE Presentation</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#code-to-code-comparison">Code-to-Code Comparison</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#iea-task-26-presentation">IEA Task 26 Presentation</a></li>
+</ul>
+            </nav>
+        </div>
+    </div>
+</div>
+
+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="presentations-and-publications">
+<h1>Presentations and Publications<a class="headerlink" href="#presentations-and-publications" title="Link to this heading">#</a></h1>
+<section id="publications">
+<h2>Publications<a class="headerlink" href="#publications" title="Link to this heading">#</a></h2>
+<p><a class="reference external" href="https://www.osti.gov/biblio/1894867"><img alt="DOI 10.2172/1894867" src="https://img.shields.io/badge/DOI-10.2172%2F1894867-brightgreen?link=https://doi.org/10.2172/1894867" /></a></p>
+<p>Please cite our below publication if you use this software in your studies!</p>
+<p>Hammond, Rob, &amp; Cooperman, Aubryn. Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT). United States. <a class="reference external" href="https://doi.org/10.2172/1894867">https://doi.org/10.2172/1894867</a></p>
+<div class="highlight-bibtex notranslate"><div class="highlight"><pre><span></span><span class="nc">@techreport</span><span class="p">{</span><span class="nl">hammond2022wombat</span><span class="p">,</span>
+<span class="w">    </span><span class="na">title</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Windfarm Operations and Maintenance cost-Benefit Analysis Tool (WOMBAT)}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">author</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{Hammond, Rob and Cooperman, Aubryn}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">doi</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10.2172/1894867}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">url</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{https://www.osti.gov/biblio/1894867}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">place</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{United States}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">year</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{2022}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">month</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{10}</span><span class="p">,</span>
+<span class="w">    </span><span class="na">institution</span><span class="w"> </span><span class="p">=</span><span class="w"> </span><span class="s">{National Renewable Energy Lab. (NREL)}</span><span class="p">,</span>
+<span class="p">}</span>
+</pre></div>
+</div>
+</section>
+<section id="nawea-windtech-workshop">
+<h2>2023 NAWEA WindTech Workshop<a class="headerlink" href="#nawea-windtech-workshop" title="Link to this heading">#</a></h2>
+<p>This document is the actual presentation given in associating with the conference
+workshop. Please also see the <a class="reference internal" href="workshops/nawea_wind_tech_2023.html"><span class="doc std std-doc">workshop's homepage</span></a>.
+<br/>
+<a class="reference download internal" download="" href="_downloads/5d8e6320b3861dbde9632c4932c79584/nawea_2023_wombat_tutorial_87913.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a>
+| <a class="reference external" href="https://www.nrel.gov/docs/fy24osti/87913.pdf">NREL Publications</a></p>
+</section>
+<section id="fy20-doe-presentation">
+<span id="presentations-fy20-doe"></span><h2>FY20 DOE Presentation<a class="headerlink" href="#fy20-doe-presentation" title="Link to this heading">#</a></h2>
+<p>This document is a link to the Fiscal Year 2020 DOE presentation on the first prototype
+of the model.
+<br/>
+<a class="reference download internal" download="" href="_downloads/30aaf67e9b6bf27387b51f7cf6267503/operations_and_maintenance_model_FY20.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+</section>
+<section id="code-to-code-comparison">
+<span id="presentations-code-comparison"></span><h2>Code-to-Code Comparison<a class="headerlink" href="#code-to-code-comparison" title="Link to this heading">#</a></h2>
+<p>This document serves as a demonstration of the capabilities of this work in reference to
+two major works to document simulated O&amp;M results from various industry and research
+software systems. Here we compare our software to the published results from
+Dinwoodie, et. al, 2015 <a class="footnote-reference brackets" href="#dinwoodie2015reference" id="id1" role="doc-noteref"><span class="fn-bracket">[</span>1<span class="fn-bracket">]</span></a> and IEA, 2016 <a class="footnote-reference brackets" href="#smart2016iea" id="id2" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a>.
+<br/>
+<a class="reference download internal" download="" href="_downloads/a10d3e8d99c36b7c62a9aff85058bb48/code_comparison.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+</section>
+<section id="iea-task-26-presentation">
+<h2>IEA Task 26 Presentation<a class="headerlink" href="#iea-task-26-presentation" title="Link to this heading">#</a></h2>
+<p>This presentation was given to the IEA Task Force responsible for <a class="footnote-reference brackets" href="#smart2016iea" id="id3" role="doc-noteref"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></a>
+as a demonstration of NREL's efforts on O&amp;M model development.
+<br/>
+<a class="reference download internal" download="" href="_downloads/8270ee20ee3e039689ef51ef547e2cd2/WOMBAT_IEA_task_26_presentation_6_May_2021.pdf"><code class="xref download docutils literal notranslate"><span class="pre">presentation</span> <span class="pre">PDF</span></code></a></p>
+<hr class="footnotes docutils" />
+<aside class="footnote-list brackets">
+<aside class="footnote brackets" id="dinwoodie2015reference" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span><a role="doc-backlink" href="#id1">1</a><span class="fn-bracket">]</span></span>
+<p>Iain Dinwoodie, Ole-Erik V Endrerud, Matthias Hofmann, Rebecca Martin, and Iver Bakken Sperstad. Reference cases for verification of operation and maintenance simulation models for offshore wind farms. <em>Wind Engineering</em>, 39(1):1–14, 2015.</p>
+</aside>
+<aside class="footnote brackets" id="smart2016iea" role="doc-footnote">
+<span class="label"><span class="fn-bracket">[</span>2<span class="fn-bracket">]</span></span>
+<span class="backrefs">(<a role="doc-backlink" href="#id2">1</a>,<a role="doc-backlink" href="#id3">2</a>)</span>
+<p>Gavin Smart, Aaron Smith, Ethan Warner, Iver Bakken Sperstad, Bob Prinsen, and Roberto Lacal-Arantegui. Iea wind task 26: offshore wind farm baseline documentation. Technical Report, National Renewable Energy Lab.(NREL), Golden, CO (United States), 2016.</p>
+</aside>
+</aside>
+</section>
+</section>
+
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+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#code-to-code-comparison">Code-to-Code Comparison</a></li>
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+   <table class="indextable modindextable">
+     <tr class="pcap"><td></td><td>&#160;</td><td></td></tr>
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+       <td></td>
+       <td>&#160;&#160;&#160;
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+       <td>&#160;&#160;&#160;
+       <a href="API/utilities.html#module-wombat.utilities.logging"><code class="xref">wombat.utilities.logging</code></a></td><td>
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+       <td>&#160;&#160;&#160;
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+       <td>&#160;&#160;&#160;
+       <a href="API/utilities.html#module-wombat.utilities.time"><code class="xref">wombat.utilities.time</code></a></td><td>
+       <em></em></td></tr>
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+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/utilities.html#module-wombat.utilities.utilities"><code class="xref">wombat.utilities.utilities</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/windfarm.html#module-wombat.windfarm.system.cable"><code class="xref">wombat.windfarm.system.cable</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/windfarm.html#module-wombat.windfarm.system.subassembly"><code class="xref">wombat.windfarm.system.subassembly</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/windfarm.html#module-wombat.windfarm.system.system"><code class="xref">wombat.windfarm.system.system</code></a></td><td>
+       <em></em></td></tr>
+     <tr class="cg-1">
+       <td></td>
+       <td>&#160;&#160;&#160;
+       <a href="API/windfarm.html#module-wombat.windfarm.windfarm"><code class="xref">wombat.windfarm.windfarm</code></a></td><td>
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"wombat.core.data_classes.WindFarmMap"]], "_validate_threshold() (wombat.core.data_classes.unscheduledserviceequipmentdata method)": [[3, "wombat.core.data_classes.UnscheduledServiceEquipmentData._validate_threshold"]], "assign_id() (wombat.core.data_classes.failure method)": [[3, "wombat.core.data_classes.Failure.assign_id"]], "assign_id() (wombat.core.data_classes.maintenance method)": [[3, "wombat.core.data_classes.Maintenance.assign_id"]], "assign_id() (wombat.core.data_classes.repairrequest method)": [[3, "wombat.core.data_classes.RepairRequest.assign_id"]], "determine_type() (wombat.core.data_classes.serviceequipmentdata method)": [[3, "wombat.core.data_classes.ServiceEquipmentData.determine_type"]], "from_dict() (wombat.core.data_classes.fromdictmixin class method)": [[3, "wombat.core.data_classes.FromDictMixin.from_dict"]], "get_upstream_connections() (wombat.core.data_classes.windfarmmap method)": [[3, "wombat.core.data_classes.WindFarmMap.get_upstream_connections"]], 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(wombat.windfarm.system.subassembly.subassembly method)": [[5, "wombat.windfarm.system.subassembly.Subassembly.trigger_request"]], "wombat.windfarm.system.cable": [[5, "module-wombat.windfarm.system.cable"]], "wombat.windfarm.system.subassembly": [[5, "module-wombat.windfarm.system.subassembly"]], "wombat.windfarm.system.system": [[5, "module-wombat.windfarm.system.system"]], "wombat.windfarm.windfarm": [[5, "module-wombat.windfarm.windfarm"]]}})
\ No newline at end of file
diff --git a/team.html b/team.html
new file mode 100644
index 00000000..8fd157d8
--- /dev/null
+++ b/team.html
@@ -0,0 +1,558 @@
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+<h1>Team<a class="headerlink" href="#team" title="Link to this heading">#</a></h1>
+<p>All members are assumed NREL employees, unless otherwise noted.</p>
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+<h2>Software<a class="headerlink" href="#software" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Alicia Key</p></li>
+</ul>
+</section>
+<section id="methodology">
+<h2>Methodology<a class="headerlink" href="#methodology" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Aubryn Cooperman</p></li>
+<li><p>Aaron Barker</p></li>
+<li><p>Annika Eberle</p></li>
+<li><p>Matt Shields</p></li>
+<li><p>Shawn Sheng</p></li>
+<li><p>Owen Roberts</p></li>
+<li><p>Alicia Key</p></li>
+</ul>
+</section>
+<section id="leadership">
+<h2>Leadership<a class="headerlink" href="#leadership" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p>Rob Hammond</p></li>
+<li><p>Annika Eberle</p></li>
+<li><p>Matt Shields</p></li>
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diff --git a/workshops/index.html b/workshops/index.html
new file mode 100644
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@@ -0,0 +1,505 @@
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diff --git a/workshops/nawea_wind_tech_2023.html b/workshops/nawea_wind_tech_2023.html
new file mode 100644
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+    <h1>NAWEA WindTech 2023 WOMBAT Tutorial</h1>
+    <!-- Table of contents -->
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+            
+            <div>
+                <h2> Contents </h2>
+            </div>
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+                <ul class="visible nav section-nav flex-column">
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#what-you-ll-need">What You'll Need</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#slides-and-data">Slides and Data</a></li>
+<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#pre-workshop-setup">Pre-Workshop Setup</a></li>
+</ul>
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+              
+                
+<div id="searchbox"></div>
+                <article class="bd-article">
+                  
+  <section class="tex2jax_ignore mathjax_ignore" id="nawea-windtech-2023-wombat-tutorial">
+<h1>NAWEA WindTech 2023 WOMBAT Tutorial<a class="headerlink" href="#nawea-windtech-2023-wombat-tutorial" title="Link to this heading">#</a></h1>
+<section id="what-you-ll-need">
+<h2>What You'll Need<a class="headerlink" href="#what-you-ll-need" title="Link to this heading">#</a></h2>
+<ul class="simple">
+<li><p><a class="reference external" href="https://corewind.eu/wp-content/uploads/files/publications/COREWIND-D6.1-General-frame-of-the-analysis-and-description-of-the-new-FOW-assessment-app.pdf">COREWIND Floating Wind Description</a></p></li>
+<li><p><a class="reference external" href="https://corewind.eu/wp-content/uploads/files/publications/COREWIND-D4.2-Floating-Wind-O-and-M-Strategies-Assessment.pdf">COREWIND Floating Wind O&amp;M Strategies Assessment</a></p></li>
+<li><p>Code editor (VSCode is what I use and therefore recommend)</p></li>
+<li><p>Working python environment (Miniconda is my preference because it's lightweight)</p>
+<ul>
+<li><p><a class="reference external" href="https://docs.anaconda.com/free/anaconda/install">Anaconda</a></p></li>
+<li><p><a class="reference external" href="https://docs.conda.io/projects/miniconda/en/latest/miniconda-install.html">Miniconda</a></p></li>
+</ul>
+</li>
+<li><p>Basic git proficiency (we just need to clone a project and change branches)</p></li>
+<li><p>Basic terminal proficiency (or Windows alternative)</p></li>
+<li><p>Basic Python proficiency (WOMBAT requires very little code, but you still need to use Python)</p></li>
+</ul>
+</section>
+<section id="slides-and-data">
+<h2>Slides and Data<a class="headerlink" href="#slides-and-data" title="Link to this heading">#</a></h2>
+<p>Just note that the spoken commentary is not included, but the materials to drive that
+content are all included in the slides with links to the appropriate documentation pages
+and the relevant screenshots so that participants can track down the required data in
+the COREWIND publications more easily.</p>
+<ul class="simple">
+<li><p>The slides can be found <a class="reference external" href="https://www.nrel.gov/docs/fy24osti/87913.pdf">here</a></p></li>
+<li><p>The accompanying example notebook is
+<a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/examples/NAWEA_interactive_walkthrough.ipynb">here</a>.</p></li>
+<li><p>Example dataset for the Morro Bay, California, USA 9D layout with connected
+substations is <a class="reference external" href="https://github.com/WISDEM/WOMBAT/blob/main/library/corewind/">here</a>.</p></li>
+</ul>
+</section>
+<section id="pre-workshop-setup">
+<h2>Pre-Workshop Setup<a class="headerlink" href="#pre-workshop-setup" title="Link to this heading">#</a></h2>
+<ol class="arabic">
+<li><p>Create a new Python environment (conda instructions)</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>create<span class="w"> </span>-n<span class="w"> </span>wombat_workshop<span class="w"> </span><span class="nv">python</span><span class="o">=</span><span class="m">3</span>.10
+conda<span class="w"> </span>config<span class="w"> </span>--set<span class="w"> </span>pip_interop_enabled<span class="w"> </span><span class="nb">true</span>
+</pre></div>
+</div>
+</li>
+<li><p>Download WOMBAT from GitHub</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/WISDEM/WOMBAT.git
+</pre></div>
+</div>
+</li>
+<li><p>Install WOMBAT as an editable package</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda<span class="w"> </span>activate<span class="w"> </span>wombat_workshop<span class="w">  </span><span class="c1"># or what you called in the first step</span>
+<span class="nb">cd</span><span class="w"> </span>wombat/
+pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span>.
+</pre></div>
+</div>
+</li>
+<li><p>Ensure that it all worked (assuming no error messages at any of the prior stages)</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>python
+
+&gt;&gt;&gt;<span class="w"> </span>import<span class="w"> </span>wombat
+&gt;&gt;&gt;<span class="w"> </span>wombat.__version__
+</pre></div>
+</div>
+</li>
+</ol>
+</section>
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