From 5093aa5dda2df3be983ca25c2425e052f95101cd Mon Sep 17 00:00:00 2001 From: James McCreight Date: Wed, 6 Sep 2023 16:38:08 -0600 Subject: [PATCH 01/33] commit to merge upstream/develop --- autotest/test_nhm_self_drive.py | 24 ++++++++++++++---------- pywatershed/hydrology/PRMSRunoff.py | 2 +- 2 files changed, 15 insertions(+), 11 deletions(-) diff --git a/autotest/test_nhm_self_drive.py b/autotest/test_nhm_self_drive.py index 7a8eab77..a9c37c1c 100644 --- a/autotest/test_nhm_self_drive.py +++ b/autotest/test_nhm_self_drive.py @@ -22,10 +22,14 @@ def test_drive_indiv_process(domain, tmp_path): - """Use output from a full NHM run to drive each of the indiv processes - separately: self-driving + """Output of a full pywatershed NHM drives indiv process models separately + + The results from the full model should be consistent with the results from + the individual models, else there is likely something wrong with the + full model. """ - # Full NHM output + + # Run a full pws NHM to use its output to drive individual processes nhm_output_dir = pl.Path(tmp_path) / "nhm_output" params = pws.parameters.PrmsParameters.load(domain["param_file"]) @@ -43,10 +47,9 @@ def test_drive_indiv_process(domain, tmp_path): nhm.run(finalize=True) del nhm, params, control - # individual process models + # run individual process models for proc in nhm_processes: - # proc = pws.PRMSRunoff # TODO: fix this one ASAP - if proc in [pws.PRMSSolarGeometry, pws.PRMSAtmosphere, pws.PRMSRunoff]: + if proc in [pws.PRMSSolarGeometry, pws.PRMSAtmosphere]: # These are not driven by outputs of above, only external outputs # or known/static inputs continue @@ -80,10 +83,11 @@ def test_drive_indiv_process(domain, tmp_path): ans = xr.open_dataset(nhm_output_dir / f"{vv}.nc") # Leaving the commented to diagnose what PRMSRunoff later. - # try: - xr.testing.assert_allclose(res, ans) - # except: - # print(vv) + try: + xr.testing.assert_allclose(res, ans) + except: + print(vv, abs(res - ans).max()) + print(vv, (abs(res - ans) / ans).max()) del res, ans diff --git a/pywatershed/hydrology/PRMSRunoff.py b/pywatershed/hydrology/PRMSRunoff.py index 4ff96b99..5fceaa6b 100644 --- a/pywatershed/hydrology/PRMSRunoff.py +++ b/pywatershed/hydrology/PRMSRunoff.py @@ -173,7 +173,7 @@ def get_init_values() -> dict: "hru_impervstor_change": zero, "dprst_vol_frac": zero, "dprst_vol_clos": zero, - "dprst_vol_open": zero, + "dprst_vol_open": nan, "dprst_vol_clos_frac": zero, "dprst_vol_open_frac": zero, "dprst_area_clos": zero, From 194133a6727534e590f5154f5016b0a64379e0b7 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 7 Sep 2023 11:44:22 -0600 Subject: [PATCH 02/33] add pk_temp, pk_ice_change, freeh2o_change to prms run output --- test_data/common/control.multi_hru | 5 +++-- test_data/common/control.single_hru | 5 +++-- test_data/drb_2yr/control.test | 5 +++-- test_data/hru_1/control.test | 5 +++-- test_data/scripts/conftest.py | 2 ++ test_data/scripts/test_nc_domains.py | 12 ++++++++++++ test_data/ucb_2yr/control.test | 5 +++-- 7 files changed, 29 insertions(+), 10 deletions(-) diff --git a/test_data/common/control.multi_hru b/test_data/common/control.multi_hru index df624841..12ba6992 100644 --- a/test_data/common/control.multi_hru +++ b/test_data/common/control.multi_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -78 +79 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -78 +79 4 albedo cap_infil_tot @@ -289,6 +289,7 @@ newsnow orad_hru perv_actet pk_ice +pk_temp pkwater_ante pkwater_equiv potet diff --git a/test_data/common/control.single_hru b/test_data/common/control.single_hru index e692a8b6..d2622a19 100644 --- a/test_data/common/control.single_hru +++ b/test_data/common/control.single_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -76 +77 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 5 #### nhruOutVar_names -76 +77 4 albedo cap_infil_tot @@ -289,6 +289,7 @@ newsnow orad_hru perv_actet pk_ice +pk_temp pkwater_ante pkwater_equiv potet diff --git a/test_data/drb_2yr/control.test b/test_data/drb_2yr/control.test index df624841..12ba6992 100644 --- a/test_data/drb_2yr/control.test +++ b/test_data/drb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -78 +79 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -78 +79 4 albedo cap_infil_tot @@ -289,6 +289,7 @@ newsnow orad_hru perv_actet pk_ice +pk_temp pkwater_ante pkwater_equiv potet diff --git a/test_data/hru_1/control.test b/test_data/hru_1/control.test index e692a8b6..d2622a19 100644 --- a/test_data/hru_1/control.test +++ b/test_data/hru_1/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -76 +77 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 5 #### nhruOutVar_names -76 +77 4 albedo cap_infil_tot @@ -289,6 +289,7 @@ newsnow orad_hru perv_actet pk_ice +pk_temp pkwater_ante pkwater_equiv potet diff --git a/test_data/scripts/conftest.py b/test_data/scripts/conftest.py index 26df375d..7d647a00 100644 --- a/test_data/scripts/conftest.py +++ b/test_data/scripts/conftest.py @@ -79,6 +79,8 @@ def exe(): final_nc_file_vars = [ "through_rain", + "pk_ice", + "freeh2o", ] diff --git a/test_data/scripts/test_nc_domains.py b/test_data/scripts/test_nc_domains.py index aae9caf6..591d024f 100644 --- a/test_data/scripts/test_nc_domains.py +++ b/test_data/scripts/test_nc_domains.py @@ -130,3 +130,15 @@ def test_misc_final(misc_nc_final_input): through_rain.close() for vv in data_vars: data[vv].close() + + if misc_nc_final_input.name in ["pk_ice", "freeh2o"]: + var_name = misc_nc_final_input.name + var_prev_name = f"{var_name}_prev" + parent_dir = misc_nc_final_input.parent + current_file = parent_dir / f"{var_name}.nc" + prev_file = parent_dir / f"{var_prev_name}.nc" + current = xr.open_dataset(current_file)[var_name] + previous = xr.open_dataset(prev_file)[var_prev_name] + change_file = parent_dir / f"{var_name}_change.nc" + (current - previous).to_netcdf(change_file) + assert change_file.exists() diff --git a/test_data/ucb_2yr/control.test b/test_data/ucb_2yr/control.test index df624841..12ba6992 100644 --- a/test_data/ucb_2yr/control.test +++ b/test_data/ucb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -78 +79 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -78 +79 4 albedo cap_infil_tot @@ -289,6 +289,7 @@ newsnow orad_hru perv_actet pk_ice +pk_temp pkwater_ante pkwater_equiv potet From 92af5ce0824cec2055bedd627c3ed512eb57f6e8 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Fri, 8 Sep 2023 16:17:48 -0600 Subject: [PATCH 03/33] snow and runoff mass blanace notebooks and associated improvements/tweaks --- .gitignore | 3 + examples/runoff_errors.ipynb | 3034 ++++++++++++++++++++++++++ examples/snow_errors.ipynb | 464 ++++ pywatershed/hydrology/prms_snow.py | 2 +- pywatershed/utils/csv_utils.py | 9 +- pywatershed/utils/prms5util.py | 12 +- test_data/common/control.multi_hru | 5 +- test_data/common/control.single_hru | 5 +- test_data/drb_2yr/control.test | 5 +- test_data/hru_1/control.test | 5 +- test_data/scripts/test_nc_domains.py | 10 +- test_data/ucb_2yr/control.test | 5 +- 12 files changed, 3537 insertions(+), 22 deletions(-) create mode 100644 examples/runoff_errors.ipynb create mode 100644 examples/snow_errors.ipynb diff --git a/.gitignore b/.gitignore index 8f0e88e1..4c7f1c3f 100644 --- a/.gitignore +++ b/.gitignore @@ -61,12 +61,15 @@ generated/ # example output data and gis data examples/0*/ +examples/snow_errors +examples/runoff_errors examples/pynhm_gis examples/pywatershed_gis examples/model_loop_custom_output pywatershed/data/pynhm_gis pywatershed/data/pywatershed_gis + # graphics *.png *.svg diff --git a/examples/runoff_errors.ipynb b/examples/runoff_errors.ipynb new file mode 100644 index 00000000..b7e1c393 --- /dev/null +++ b/examples/runoff_errors.ipynb @@ -0,0 +1,3034 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4bf60102-e977-4b2c-82b1-86780c283c71", + "metadata": {}, + "source": [ + "# Runoff mass balance errors\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "6936fb48-fb5c-463e-8642-11287a578ab1", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# auto-format the code in this notebook\n", + "%load_ext jupyter_black" + ] + }, + { + "cell_type": "markdown", + "id": "c7b84519-933d-4284-838d-f5a8d4ec01f7", + "metadata": {}, + "source": [ + "## Setup" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "d316a5de-19ef-4008-8c68-1e192c3f89d9", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [ + { + "data": { + "application/javascript": [ 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(Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if 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'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 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{\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " 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Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " 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document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var 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handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import pathlib as pl\n", + "from pprint import pprint\n", + "from shutil import rmtree, copy2\n", + "\n", + "import hvplot.xarray # noqa\n", + "from IPython.display import display\n", + "import numpy as np\n", + "import pywatershed as pws\n", + "import xarray as xr" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "9c188b5b-fc91-480c-a1a2-ce1121f92915", + "metadata": {}, + "outputs": [], + "source": [ + "domain_name = \"drb_2yr\"\n", + "pws_root = pws.constants.__pywatershed_root__\n", + "domain_dir = pws_root / f\"../test_data/{domain_name}\"\n", + "nb_output_dir = pl.Path(\"./runoff_errors\")\n", + "nb_output_dir.mkdir(exist_ok=True)\n", + "skip_if_exists_prms_mixed = True\n", + "skip_if_exists_prms_double = True\n", + "skip_if_exists_pws = True" + ] + }, + { + "cell_type": "markdown", + "id": "0a05c33a-c86b-433a-a400-54c7f2df8eb9", + "metadata": {}, + "source": [ + "## Run PRMS mixed and double precision runs and convert to netcdf" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "daa94738-1c8b-4113-a529-c6dd0b4a0284", + "metadata": {}, + "outputs": [], + "source": [ + "bin_dir = pws_root / \"../prms_src/prms5.2.1/bin/\"\n", + "bin_mixed = bin_dir / \"prms_521_mixed_mac_m1_intel\"\n", + "bin_double = bin_dir / \"prms_521_double_mac_m1_intel\"" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "611c0d7a-7bfd-422d-ae53-3978b0c2eb83", + "metadata": {}, + "outputs": [], + "source": [ + "def run_prms(binary: pl.Path, run_dir: pl.Path, skip_if_exists=False):\n", + " import shlex\n", + " import subprocess\n", + "\n", + " from pywatershed import CsvFile, Soltab\n", + "\n", + " from pywatershed.parameters import PrmsParameters\n", + "\n", + " params = pws.parameters.PrmsParameters.load(\n", + " domain_dir / \"myparam.param\"\n", + " ).parameters\n", + "\n", + " if skip_if_exists and run_dir.exists():\n", + " print(\n", + " f\"Run ({run_dir}) already exists and skip_if_exists=True. Using existing run.\"\n", + " )\n", + " return None\n", + "\n", + " run_dir.mkdir() # must not exist, on user to delete\n", + " copy2(binary, run_dir / binary.name)\n", + " for ff in [\n", + " \"control.test\",\n", + " \"myparam.param\",\n", + " \"tmax.cbh\",\n", + " \"tmin.cbh\",\n", + " \"prcp.cbh\",\n", + " \"sf_data\",\n", + " ]:\n", + " copy2(domain_dir / ff, run_dir / ff)\n", + "\n", + " output_dir = run_dir / \"output\"\n", + " output_dir.mkdir()\n", + "\n", + " exe_command = f\"time ./{binary.name} control.test -MAXDATALNLEN 60000 2>&1 | tee run.log\"\n", + " result = subprocess.run(\n", + " exe_command,\n", + " shell=True,\n", + " # stdout = subprocess.PIPE,\n", + " stderr=subprocess.STDOUT,\n", + " universal_newlines=True,\n", + " cwd=run_dir,\n", + " )\n", + "\n", + " # convert to netcdf\n", + " # could make these arguments\n", + " chunking = {\n", + " \"time\": 0,\n", + " \"doy\": 0,\n", + " \"nhm_id\": 100,\n", + " \"nhm_seg\": 100,\n", + " }\n", + "\n", + " output_csvs = output_dir.glob(\"*.csv\")\n", + " for cc in output_csvs:\n", + " if cc.name in [\"stats.csv\"]:\n", + " continue\n", + " nc_path = cc.with_suffix(\".nc\")\n", + " CsvFile(cc).to_netcdf(nc_path, chunk_sizes=chunking)\n", + "\n", + " # previous and change variables\n", + " for vv in [\n", + " \"pk_ice\",\n", + " \"freeh2o\",\n", + " \"soil_moist\",\n", + " \"hru_impervstor\",\n", + " \"dprst_stor_hru\",\n", + " ]:\n", + " data = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", + " prev_da = data.copy()\n", + " prev_da[:] = np.roll(prev_da.values, 1, axis=0)\n", + " assert (prev_da[1:, :].values == data[0:-1, :].values).all()\n", + " prev_da[0, :] = np.zeros(1)[\n", + " 0\n", + " ] # np.nan better but causes plotting to fail\n", + " change_da = data - prev_da\n", + " prev_da.rename(f\"{vv}_prev\").to_dataset().to_netcdf(\n", + " output_dir / f\"{vv}_prev.nc\"\n", + " )\n", + " data[f\"{vv}_prev\"] = xr.open_dataset(output_dir / f\"{vv}_prev.nc\")[\n", + " f\"{vv}_prev\"\n", + " ]\n", + "\n", + " change_da.rename(f\"{vv}_change\").to_dataset().to_netcdf(\n", + " output_dir / f\"{vv}_change.nc\"\n", + " )\n", + " data[f\"{vv}_change\"] = xr.open_dataset(output_dir / f\"{vv}_change.nc\")[\n", + " f\"{vv}_change\"\n", + " ]\n", + "\n", + " # through_rain\n", + " dep_vars = [\n", + " \"pk_ice_prev\",\n", + " \"freeh2o_prev\",\n", + " \"newsnow\",\n", + " \"pptmix_nopack\",\n", + " \"net_rain\",\n", + " ]\n", + " data = {}\n", + " for vv in dep_vars:\n", + " data[vv] = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", + "\n", + " zero = np.zeros([1])[0]\n", + " epsilon64 = np.finfo(zero).eps\n", + " epsilon32 = np.finfo(zero.astype(\"float32\")).eps\n", + "\n", + " wh_through = (\n", + " ((data[\"pk_ice_prev\"] + data[\"freeh2o_prev\"]) <= epsilon64)\n", + " & ~(data[\"newsnow\"] == 1)\n", + " ) | (data[\"pptmix_nopack\"] == 1)\n", + "\n", + " through_rain = data[\"net_rain\"].copy()\n", + " through_rain[:] = np.where(wh_through, data[\"net_rain\"], zero)\n", + "\n", + " through_rain.to_dataset(name=\"through_rain\").to_netcdf(\n", + " output_dir / \"through_rain.nc\"\n", + " )\n", + " through_rain.close()\n", + "\n", + " # infil_hru\n", + " imperv_frac = params[\"hru_percent_imperv\"]\n", + " dprst_frac = params[\"dprst_frac\"]\n", + " perv_frac = 1.0 - imperv_frac - dprst_frac\n", + " da = xr.open_dataset(output_dir / \"infil.nc\")[\"infil\"].rename(\"infil_hru\")\n", + " da *= perv_frac\n", + " da.to_dataset().to_netcdf(output_dir / \"infil_hru.nc\")\n", + " da.close()" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e591db15-82cc-4843-a46b-87d037823700", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + " U.S. Geological Survey\n", + " Precipitation-Runoff Modeling System (PRMS)\n", + " Version 5.2.1 02/08/2022\n", + "\n", + " Process Available Modules\n", + "--------------------------------------------------------------------\n", + " Basin Definition: basin\n", + " Cascading Flow: cascade\n", + " Time Series Data: obs, water_use_read, dynamic_param_read\n", + " Potet Solar Rad: soltab\n", + " Temperature Dist: temp_1sta, temp_laps, temp_dist2, climate_hru,\n", + " temp_map\n", + " Precip Dist: precip_1sta, precip_laps, precip_dist2,\n", + " climate_hru, precip_map\n", + "Temp & Precip Dist: xyz_dist, ide_dist\n", + " Solar Rad Dist: ccsolrad, ddsolrad, climate_hru\n", + "Transpiration Dist: transp_tindex, climate_hru, transp_frost\n", + " Potential ET: potet_hamon, potet_jh, potet_pan, climate_hru,\n", + " potet_hs, potet_pt, potet_pm, potet_pm_sta\n", + " Interception: intcp\n", + "Snow & Glacr Dynam: snowcomp, glacr_melt\n", + " Surface Runoff: srunoff_smidx, srunoff_carea\n", + " Soil Zone: soilzone\n", + " Groundwater: gwflow\n", + "Streamflow Routing: strmflow, strmflow_in_out, muskingum,\n", + " muskingum_lake, muskingum_mann\n", + "Stream Temperature: stream_temp\n", + " Output Summary: basin_sum, subbasin, map_results, prms_summary,\n", + " nhru_summary, nsub_summary, water_balance\n", + " basin_summary, nsegment_summary\n", + " Preprocessing: write_climate_hru, frost_date\n", + "--------------------------------------------------------------------\n", + "\n", + "\n", + "==========================================================================\n", + "Please give careful consideration to fixing all ERROR and WARNING messages\n", + "==========================================================================\n", + "\n", + "\n", + " Active modules listed in the order in which they are called\n", + "\n", + " Process Module Version Date\n", + "==============================================================\n", + "Computation Order call_modules 2022-02-08\n", + "Basin Definition basin 2021-08-18\n", + "Common States and Fluxes climateflow 2021-08-13\n", + "Potential Solar Radiation soltab 2021-08-13\n", + "Parameter Setup setup_param 2020-08-03\n", + "Timestep Control prms_time 2021-08-13\n", + "Time Series Data obs 2021-08-13\n", + "Temperature Distribution climate_hru 2021-08-13\n", + "Precipitation Distribution climate_hru 2021-08-13\n", + "Solar Radiation Distribution ddsolrad 2021-08-13\n", + "Transpiration Distribution transp_tindex 2021-09-07\n", + "Potential Evapotranspiration potet_jh 2021-08-13\n", + "Canopy Interception intcp 2021-09-07\n", + "Snow Dynamics snowcomp 2021-09-15\n", + "Surface Runoff srunoff_smidx 2021-08-18\n", + "Soilzone Computations soilzone 2021-09-08\n", + "Groundwater gwflow 2021-08-13\n", + "Streamflow Routing Init routing 2021-08-13\n", + "Streamflow Routing muskingum_mann 2021-08-13\n", + "Output Summary basin_sum 2021-08-13\n", + "Output Summary nhru_summary 2021-08-13\n", + "Output Summary nsegment_summary 2021-08-13\n", + "Output Summary prms_summary 2021-08-13\n", + "==============================================================\n", + "\n", + "WARNING: parameter 'K_coef' is not required; file is myparam.param; line number 36\n", + "\n", + "WARNING: parameter 'albedo' is not required; file is myparam.param; line number 9685\n", + "\n", + "WARNING: parameter 'alte' is not required; file is myparam.param; line number 9720\n", + "\n", + "WARNING: parameter 'altw' is not required; file is myparam.param; line number 9727\n", + "\n", + "WARNING: parameter 'azrh' is not required; file is myparam.param; line number 9734\n", + "\n", + "WARNING: parameter 'gw_tau' is not required; file is myparam.param; line number 59301\n", + "\n", + "WARNING: parameter 'hru_segment_nhm' is not required; file is myparam.param; line number 68560\n", + "\n", + "WARNING: parameter 'lat_temp_adj' is not required; file is myparam.param; line number 81602\n", + "\n", + "WARNING: parameter 'maxiter_sntemp' is not required; file is myparam.param; line number 82071\n", + "\n", + "WARNING: parameter 'melt_temp' is not required; file is myparam.param; line number 83620\n", + "\n", + "WARNING: parameter 'seg_cum_area' is not required; file is myparam.param; line number 137225\n", + "\n", + "WARNING: parameter 'seg_elev' is not required; file is myparam.param; line number 138149\n", + "\n", + "WARNING: parameter 'seg_humidity' is not required; file is myparam.param; line number 138611\n", + "\n", + "WARNING: parameter 'seg_lat' is not required; file is myparam.param; line number 138618\n", + "\n", + "WARNING: parameter 'seg_width' is not required; file is myparam.param; line number 140004\n", + "\n", + "WARNING: parameter 'ss_tau' is not required; file is myparam.param; line number 163752\n", + "\n", + "WARNING: parameter 'stream_tave_init' is not required; file is myparam.param; line number 166072\n", + "\n", + "WARNING: parameter 'vce' is not required; file is myparam.param; line number 225987\n", + "\n", + "WARNING: parameter 'vcw' is not required; file is myparam.param; line number 226449\n", + "\n", + "WARNING: parameter 'vdemn' is not required; file is myparam.param; line number 226911\n", + "\n", + "WARNING: parameter 'vdemx' is not required; file is myparam.param; line number 227373\n", + "\n", + "WARNING: parameter 'vdwmn' is not required; file is myparam.param; line number 227835\n", + "\n", + "WARNING: parameter 'vdwmx' is not required; file is myparam.param; line number 228297\n", + "\n", + "WARNING: parameter 'vhe' is not required; file is myparam.param; line number 228759\n", + "\n", + "WARNING: parameter 'vhw' is not required; file is myparam.param; line number 229221\n", + "\n", + "WARNING: parameter 'voe' is not required; file is myparam.param; line number 229683\n", + "\n", + "WARNING: parameter 'vow' is not required; file is myparam.param; line number 229690\n", + "\n", + "WARNING: parameter 'width_alpha' is not required; file is myparam.param; line number 229697\n", + "\n", + "WARNING: parameter 'width_m' is not required; file is myparam.param; line number 230159\n", + "\n", + "Using Control File: control.test\n", + "\n", + "Using Parameter File: myparam.param\n", + "\n", + "Writing PRMS Water Budget File: model.out\n", + " \n", + " soltab debug data written to: soltab_debug\n", + "\n", + "WARNING: parameter pref_flow_infil_frac is used by module soilzone but values are not\n", + " set in the Parameter File. Module default values are being used.\n", + "\n", + "Simulation time period: 1979/01/01 - 1980/12/31\n", + "\n", + "====================================================================\n", + "\n", + "\n", + " =========================\n", + " Normal completion of PRMS\n", + " =========================\n", + "\n", + "Execution start date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:51:26\n", + "\n", + "Execution end date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:51:38\n", + "\n", + "Execution elapsed time 0 minutes 11.55 seconds\n", + "\n", + "\n", + "real\t0m11.883s\n", + "user\t0m10.965s\n", + "sys\t0m0.476s\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/iso.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_moist_tot.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_impervstor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_snow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_to_gw.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pptmix_nopack.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_stor_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_evap_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_outflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/slow_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_ppt.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_lateral_inflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_to_ssr.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_sink.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/swrad.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pkwater_equiv.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pref_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_intcpevap.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_sroffp.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/newsnow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/prmx.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_storage.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pref_flow_infil.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pk_ice.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_snow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tmaxf.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/perv_actet.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_rechr.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tminc.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_actet.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssr_to_gw.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tmaxc.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/freeh2o.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_outflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet_lower.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_moist.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tminf.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/cap_infil_tot.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_in.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_ssflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/contrib_fraction.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_streamflow_out.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_ssflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_rain.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snow_evap.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_evap.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_gwflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_sroff.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_insroff_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/sroff.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_lateral_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_gwflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_ppt.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/orad_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_in.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pkwater_ante.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/transp_on.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pk_temp.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_sroff_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snowmelt.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_seep_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_sroff.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pref_flow_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/slow_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/recharge.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_lower_ratio.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_sroffi.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pptmix.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tavgc.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet_rechr.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_intcpstor.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_rain.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tavgf.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_changeover.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/salb.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_lower.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/albedo.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/infil.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_impervevap.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pst.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snowcov_area.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_upstream_inflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tcal.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet.nc\n" + ] + } + ], + "source": [ + "run_prms(\n", + " bin_mixed,\n", + " nb_output_dir / \"prms_mixed_run\",\n", + " skip_if_exists=skip_if_exists_prms_mixed,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "791f0f08-06fb-445f-b6bb-9262b9f9a6f0", + "metadata": {}, + "outputs": [], + "source": [ + "# %debug" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "155fc8ac-da82-4df7-a33a-a744818d46d7", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "\n", + "\n", + " U.S. Geological Survey\n", + " Precipitation-Runoff Modeling System (PRMS)\n", + " Version 5.2.1 02/08/2022\n", + "\n", + " Process Available Modules\n", + "--------------------------------------------------------------------\n", + " Basin Definition: basin\n", + " Cascading Flow: cascade\n", + " Time Series Data: obs, water_use_read, dynamic_param_read\n", + " Potet Solar Rad: soltab\n", + " Temperature Dist: temp_1sta, temp_laps, temp_dist2, climate_hru,\n", + " temp_map\n", + " Precip Dist: precip_1sta, precip_laps, precip_dist2,\n", + " climate_hru, precip_map\n", + "Temp & Precip Dist: xyz_dist, ide_dist\n", + " Solar Rad Dist: ccsolrad, ddsolrad, climate_hru\n", + "Transpiration Dist: transp_tindex, climate_hru, transp_frost\n", + " Potential ET: potet_hamon, potet_jh, potet_pan, climate_hru,\n", + " potet_hs, potet_pt, potet_pm, potet_pm_sta\n", + " Interception: intcp\n", + "Snow & Glacr Dynam: snowcomp, glacr_melt\n", + " Surface Runoff: srunoff_smidx, srunoff_carea\n", + " Soil Zone: soilzone\n", + " Groundwater: gwflow\n", + "Streamflow Routing: strmflow, strmflow_in_out, muskingum,\n", + " muskingum_lake, muskingum_mann\n", + "Stream Temperature: stream_temp\n", + " Output Summary: basin_sum, subbasin, map_results, prms_summary,\n", + " nhru_summary, nsub_summary, water_balance\n", + " basin_summary, nsegment_summary\n", + " Preprocessing: write_climate_hru, frost_date\n", + "--------------------------------------------------------------------\n", + "\n", + "\n", + "==========================================================================\n", + "Please give careful consideration to fixing all ERROR and WARNING messages\n", + "==========================================================================\n", + "\n", + "\n", + " Active modules listed in the order in which they are called\n", + "\n", + " Process Module Version Date\n", + "==============================================================\n", + "Computation Order call_modules 2022-02-08\n", + "Basin Definition basin 2021-08-18\n", + "Common States and Fluxes climateflow 2021-08-13\n", + "Potential Solar Radiation soltab 2021-08-13\n", + "Parameter Setup setup_param 2020-08-03\n", + "Timestep Control prms_time 2021-08-13\n", + "Time Series Data obs 2021-08-13\n", + "Temperature Distribution climate_hru 2021-08-13\n", + "Precipitation Distribution climate_hru 2021-08-13\n", + "Solar Radiation Distribution ddsolrad 2021-08-13\n", + "Transpiration Distribution transp_tindex 2021-09-07\n", + "Potential Evapotranspiration potet_jh 2021-08-13\n", + "Canopy Interception intcp 2021-09-07\n", + "Snow Dynamics snowcomp 2021-09-15\n", + "Surface Runoff srunoff_smidx 2021-08-18\n", + "Soilzone Computations soilzone 2021-09-08\n", + "Groundwater gwflow 2021-08-13\n", + "Streamflow Routing Init routing 2021-08-13\n", + "Streamflow Routing muskingum_mann 2021-08-13\n", + "Output Summary basin_sum 2021-08-13\n", + "Output Summary nhru_summary 2021-08-13\n", + "Output Summary nsegment_summary 2021-08-13\n", + "Output Summary prms_summary 2021-08-13\n", + "==============================================================\n", + "\n", + "WARNING: parameter 'K_coef' is not required; file is myparam.param; line number 36\n", + "\n", + "WARNING: parameter 'albedo' is not required; file is myparam.param; line number 9685\n", + "\n", + "WARNING: parameter 'alte' is not required; file is myparam.param; line number 9720\n", + "\n", + "WARNING: parameter 'altw' is not required; file is myparam.param; line number 9727\n", + "\n", + "WARNING: parameter 'azrh' is not required; file is myparam.param; line number 9734\n", + "\n", + "WARNING: parameter 'gw_tau' is not required; file is myparam.param; line number 59301\n", + "\n", + "WARNING: parameter 'hru_segment_nhm' is not required; file is myparam.param; line number 68560\n", + "\n", + "WARNING: parameter 'lat_temp_adj' is not required; file is myparam.param; line number 81602\n", + "\n", + "WARNING: parameter 'maxiter_sntemp' is not required; file is myparam.param; line number 82071\n", + "\n", + "WARNING: parameter 'melt_temp' is not required; file is myparam.param; line number 83620\n", + "\n", + "WARNING: parameter 'seg_cum_area' is not required; file is myparam.param; line number 137225\n", + "\n", + "WARNING: parameter 'seg_elev' is not required; file is myparam.param; line number 138149\n", + "\n", + "WARNING: parameter 'seg_humidity' is not required; file is myparam.param; line number 138611\n", + "\n", + "WARNING: parameter 'seg_lat' is not required; file is myparam.param; line number 138618\n", + "\n", + "WARNING: parameter 'seg_width' is not required; file is myparam.param; line number 140004\n", + "\n", + "WARNING: parameter 'ss_tau' is not required; file is myparam.param; line number 163752\n", + "\n", + "WARNING: parameter 'stream_tave_init' is not required; file is myparam.param; line number 166072\n", + "\n", + "WARNING: parameter 'vce' is not required; file is myparam.param; line number 225987\n", + "\n", + "WARNING: parameter 'vcw' is not required; file is myparam.param; line number 226449\n", + "\n", + "WARNING: parameter 'vdemn' is not required; file is myparam.param; line number 226911\n", + "\n", + "WARNING: parameter 'vdemx' is not required; file is myparam.param; line number 227373\n", + "\n", + "WARNING: parameter 'vdwmn' is not required; file is myparam.param; line number 227835\n", + "\n", + "WARNING: parameter 'vdwmx' is not required; file is myparam.param; line number 228297\n", + "\n", + "WARNING: parameter 'vhe' is not required; file is myparam.param; line number 228759\n", + "\n", + "WARNING: parameter 'vhw' is not required; file is myparam.param; line number 229221\n", + "\n", + "WARNING: parameter 'voe' is not required; file is myparam.param; line number 229683\n", + "\n", + "WARNING: parameter 'vow' is not required; file is myparam.param; line number 229690\n", + "\n", + "WARNING: parameter 'width_alpha' is not required; file is myparam.param; line number 229697\n", + "\n", + "WARNING: parameter 'width_m' is not required; file is myparam.param; line number 230159\n", + "\n", + "Using Control File: control.test\n", + "\n", + "Using Parameter File: myparam.param\n", + "\n", + "Writing PRMS Water Budget File: model.out\n", + " \n", + " soltab debug data written to: soltab_debug\n", + "\n", + "WARNING: parameter pref_flow_infil_frac is used by module soilzone but values are not\n", + " set in the Parameter File. Module default values are being used.\n", + "\n", + "Simulation time period: 1979/01/01 - 1980/12/31\n", + "\n", + "====================================================================\n", + "\n", + "\n", + " =========================\n", + " Normal completion of PRMS\n", + " =========================\n", + "\n", + "Execution start date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:52:10\n", + "\n", + "Execution end date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:52:27\n", + "\n", + "Execution elapsed time 0 minutes 16.53 seconds\n", + "\n", + "\n", + "real\t0m16.830s\n", + "user\t0m15.833s\n", + "sys\t0m0.553s\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/iso.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/soil_moist_tot.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_impervstor.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/ssres_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/net_snow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/soil_to_gw.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pptmix_nopack.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/dprst_stor_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/dprst_evap_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/seg_outflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/slow_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/net_ppt.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/seg_lateral_inflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/soil_to_ssr.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/gwres_sink.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/swrad.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/gwres_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pkwater_equiv.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pref_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_intcpevap.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_sroffp.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/newsnow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/prmx.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_storage.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pref_flow_infil.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pk_ice.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_snow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/tmaxf.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/perv_actet.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/soil_rechr.nc\n", + "Wrote netcdf 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"Wrote netcdf file: runoff_errors/prms_double_run/output/orad_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/gwres_in.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pkwater_ante.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/transp_on.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pk_temp.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/dprst_sroff_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/snowmelt.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/dprst_seep_hru.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/seginc_sroff.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pref_flow_stor.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/slow_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/recharge.nc\n", + "Wrote netcdf file: 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runoff_errors/prms_double_run/output/infil.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_impervevap.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/pst.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/snowcov_area.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/seg_upstream_inflow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/tcal.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/ssres_flow.nc\n", + "Wrote netcdf file: runoff_errors/prms_double_run/output/potet.nc\n" + ] + } + ], + "source": [ + "prms_dbl_run_dir = nb_output_dir / \"prms_double_run\"\n", + "run_prms(\n", + " bin_double, prms_dbl_run_dir, skip_if_exists=skip_if_exists_prms_double\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "34bcdb09-c0c2-45c4-ab5f-fc22f94e77ef", + "metadata": {}, + "source": [ + "## Run pywatershed run forced with output from PRMS double precision run" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "01d0f43f-30cd-480e-9200-7c9507d4b263", + "metadata": {}, + "outputs": [], + "source": [ + "process = [pws.PRMSRunoff]\n", + "\n", + "pws_run_dir = nb_output_dir / \"pws_run\"\n", + "input_dir = pws_run_dir / \"pws_input\"" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "80bc300c-2779-497f-877f-6a502531ca4a", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [], + "source": [ + "control = pws.Control.load(domain_dir / \"control.test\")\n", + "output_dir = pws_run_dir / \"output\"\n", + "control.options = control.options | {\n", + " \"input_dir\": input_dir,\n", + " \"budget_type\": \"warn\",\n", + " \"calc_method\": \"numpy\",\n", + " \"netcdf_output_dir\": output_dir,\n", + "}\n", + "params = pws.parameters.PrmsParameters.load(domain_dir / \"myparam.param\")" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4a0312cf-a286-4247-b4f0-ca8f424a09d2", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "e7cf20d4ec2846f9b0c92013cff487b3", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/731 [00:00 0):\n", + " ds = ds.where(ds.nhm_id.isin(nhm_id), drop=True)\n", + "\n", + " display(\n", + " ds.hvplot(\n", + " frame_width=700,\n", + " groupby=\"nhm_id\",\n", + " title=title,\n", + " ylabel=ylabel,\n", + " # fontsize={\"ylabel\": \"9px\"},\n", + " )\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "38a84f40-5684-4c73-a36f-027e3dc1bdbb", + "metadata": {}, + "outputs": [], + "source": [ + "def var_close(var_name):\n", + " print(var_name)\n", + " var_ds = comparisons[var_name]\n", + " abs_diff = abs(var_ds[\"pws\"] - var_ds[\"prms\"])\n", + " rel_abs_diff = abs_diff / var_ds[\"prms\"]\n", + " rtol = atol = 1.0e-6\n", + " close = (abs_diff < atol) | (rel_abs_diff < rtol)\n", + " if close.all():\n", + " plot_var(var_name, diff=False)\n", + "\n", + " else:\n", + " wh_not_close = np.where(~close)\n", + " nhm_ids = abs_diff.nhm_id[wh_not_close[1]]\n", + " plot_var(var_name, diff=True, nhm_id=nhm_ids)\n", + "\n", + " return" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "68c77573-6c17-45a1-8730-6cba7e832958", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "hru_impervstor_change\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/jmccreight/mambaforge/envs/pws3/lib/python3.10/site-packages/holoviews/core/util.py:1175: FutureWarning: unique with argument that is not not a Series, Index, ExtensionArray, or np.ndarray is deprecated and will raise in a future version.\n", + " return pd.unique(values)\n", + "/Users/jmccreight/mambaforge/envs/pws3/lib/python3.10/site-packages/holoviews/core/data/pandas.py:39: FutureWarning: Series.__getitem__ treating keys as positions is deprecated. 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b/examples/snow_errors.ipynb new file mode 100644 index 00000000..c4b25fe5 --- /dev/null +++ b/examples/snow_errors.ipynb @@ -0,0 +1,464 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "4bf60102-e977-4b2c-82b1-86780c283c71", + "metadata": {}, + "source": [ + "# Snow mass balance errors\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6936fb48-fb5c-463e-8642-11287a578ab1", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [], + "source": [ + "# auto-format the code in this notebook\n", + "%load_ext jupyter_black" + ] + }, + { + "cell_type": "markdown", + "id": "c7b84519-933d-4284-838d-f5a8d4ec01f7", + "metadata": {}, + "source": [ + "## Setup" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d316a5de-19ef-4008-8c68-1e192c3f89d9", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [], + "source": [ + "import pathlib as pl\n", + "from pprint import pprint\n", + "from shutil import rmtree, copy2\n", + "\n", + "import hvplot.xarray # noqa\n", + "from IPython.display import display\n", + "import numpy as np\n", + "import pywatershed as pws\n", + "import xarray as xr" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9c188b5b-fc91-480c-a1a2-ce1121f92915", + "metadata": {}, + "outputs": [], + "source": [ + "domain_name = \"drb_2yr\"\n", + "pws_root = pws.constants.__pywatershed_root__\n", + "domain_dir = pws_root / f\"../test_data/{domain_name}\"\n", + "nb_output_dir = pl.Path(\"./snow_errors\")\n", + "nb_output_dir.mkdir(exist_ok=True)" + ] + }, + { + "cell_type": "markdown", + "id": "0a05c33a-c86b-433a-a400-54c7f2df8eb9", + "metadata": {}, + "source": [ + "## Run PRMS mixed and double precision runs and convert to netcdf" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "daa94738-1c8b-4113-a529-c6dd0b4a0284", + "metadata": {}, + "outputs": [], + "source": [ + "bin_dir = pws_root / \"../prms_src/prms5.2.1/bin/\"\n", + "bin_mixed = bin_dir / \"prms_521_mixed_mac_m1_intel\"\n", + "bin_double = bin_dir / \"prms_521_double_mac_m1_intel\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "611c0d7a-7bfd-422d-ae53-3978b0c2eb83", + "metadata": {}, + "outputs": [], + "source": [ + "def run_prms(binary: pl.Path, run_dir: pl.Path):\n", + " import shlex\n", + " import subprocess\n", + "\n", + " from pywatershed import CsvFile, Soltab\n", + "\n", + " from pywatershed.parameters import PrmsParameters\n", + "\n", + " run_dir.mkdir() # must not exist, on user to delete\n", + " copy2(binary, run_dir / binary.name)\n", + " for ff in [\n", + " \"control.test\",\n", + " \"myparam.param\",\n", + " \"tmax.cbh\",\n", + " \"tmin.cbh\",\n", + " \"prcp.cbh\",\n", + " \"sf_data\",\n", + " ]:\n", + " copy2(domain_dir / ff, run_dir / ff)\n", + "\n", + " output_dir = run_dir / \"output\"\n", + " output_dir.mkdir()\n", + "\n", + " exe_command = f\"time ./{binary.name} control.test -MAXDATALNLEN 60000 2>&1 | tee run.log\"\n", + " result = subprocess.run(\n", + " exe_command,\n", + " shell=True,\n", + " # stdout = subprocess.PIPE,\n", + " stderr=subprocess.STDOUT,\n", + " universal_newlines=True,\n", + " cwd=run_dir,\n", + " )\n", + "\n", + " # convert to netcdf\n", + " # could make these arguments\n", + " chunking = {\n", + " \"time\": 0,\n", + " \"doy\": 0,\n", + " \"nhm_id\": 100,\n", + " \"nhm_seg\": 100,\n", + " }\n", + "\n", + " output_csvs = output_dir.glob(\"*.csv\")\n", + " for cc in output_csvs:\n", + " if cc.name in [\"stats.csv\"]:\n", + " continue\n", + " nc_path = cc.with_suffix(\".nc\")\n", + " CsvFile(cc).to_netcdf(nc_path, chunk_sizes=chunking)\n", + "\n", + " soltab_file = run_dir / \"soltab_debug\"\n", + " # the nhm_ids are not available in the solta_debug file currently, so get\n", + " # them from the domain parameters\n", + " params = PrmsParameters.load(run_dir / \"myparam.param\")\n", + " nhm_ids = params.parameters[\"nhm_id\"]\n", + "\n", + " soltab = Soltab(\n", + " soltab_file,\n", + " output_dir=output_dir,\n", + " nhm_ids=nhm_ids,\n", + " chunk_sizes=chunking,\n", + " )\n", + "\n", + " for var in soltab.variables:\n", + " assert (output_dir / f\"{var}.nc\").exists()\n", + "\n", + " # previous variables\n", + " for vv in [\"pk_ice\", \"freeh2o\", \"soil_moist\"]:\n", + " data = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", + " prev_da = data.copy()\n", + " prev_da[:] = np.roll(prev_da.values, 1, axis=0)\n", + " assert (prev_da[1:, :].values == data[0:-1, :].values).all()\n", + " prev_da[0, :] = np.nan\n", + " prev_da.rename(f\"{vv}_prev\").to_dataset().to_netcdf(\n", + " output_dir / f\"{vv}_prev.nc\"\n", + " )\n", + " data[f\"{vv}_prev\"] = xr.open_dataset(output_dir / f\"{vv}_prev.nc\")[\n", + " f\"{vv}_prev\"\n", + " ]\n", + "\n", + " # through_rain\n", + " dep_vars = [\n", + " \"pk_ice_prev\",\n", + " \"freeh2o_prev\",\n", + " \"newsnow\",\n", + " \"pptmix_nopack\",\n", + " \"net_rain\",\n", + " ]\n", + " data = {}\n", + " for vv in dep_vars:\n", + " data[vv] = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", + "\n", + " zero = np.zeros([1])[0]\n", + " epsilon64 = np.finfo(zero).eps\n", + " epsilon32 = np.finfo(zero.astype(\"float32\")).eps\n", + "\n", + " wh_through = (\n", + " ((data[\"pk_ice_prev\"] + data[\"freeh2o_prev\"]) <= epsilon64)\n", + " & ~(data[\"newsnow\"] == 1)\n", + " ) | (data[\"pptmix_nopack\"] == 1)\n", + "\n", + " through_rain = data[\"net_rain\"].copy()\n", + " through_rain[:] = np.where(wh_through, data[\"net_rain\"], zero)\n", + "\n", + " through_rain.to_dataset(name=\"through_rain\").to_netcdf(\n", + " output_dir / \"through_rain.nc\"\n", + " )\n", + " through_rain.close()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e591db15-82cc-4843-a46b-87d037823700", + "metadata": {}, + "outputs": [], + "source": [ + "run_prms(bin_mixed, nb_output_dir / \"prms_mixed_run\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "155fc8ac-da82-4df7-a33a-a744818d46d7", + "metadata": {}, + "outputs": [], + "source": [ + "prms_dbl_run_dir = nb_output_dir / \"prms_double_run\"\n", + "run_prms(bin_double, prms_dbl_run_dir)" + ] + }, + { + "cell_type": "markdown", + "id": "34bcdb09-c0c2-45c4-ab5f-fc22f94e77ef", + "metadata": {}, + "source": [ + "## Run pywatershed run" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "01d0f43f-30cd-480e-9200-7c9507d4b263", + "metadata": {}, + "outputs": [], + "source": [ + "process = [pws.PRMSSnow]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7b918dcc-965b-4238-8832-f8a62bf75c6a", + "metadata": {}, + "outputs": [], + "source": [ + "pws_run_dir = nb_output_dir / \"pws_run\"\n", + "input_dir = pws_run_dir / \"pws_input\"\n", + "input_dir.mkdir(exist_ok=True, parents=True)\n", + "for ff in prms_dbl_run_dir.glob(\"*.nc\"):\n", + " copy2(ff, input_dir / ff.name)\n", + "for ff in (prms_dbl_run_dir / \"output\").glob(\"*.nc\"):\n", + " copy2(ff, input_dir / ff.name)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "80bc300c-2779-497f-877f-6a502531ca4a", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [], + "source": [ + "control = pws.Control.load(domain_dir / \"control.test\")\n", + "output_dir = pws_run_dir / \"output\"\n", + "control.options = control.options | {\n", + " \"input_dir\": input_dir,\n", + " \"budget_type\": \"warn\",\n", + " \"calc_method\": \"numpy\",\n", + " \"netcdf_output_dir\": output_dir,\n", + "}\n", + "params = pws.parameters.PrmsParameters.load(domain_dir / \"myparam.param\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4a0312cf-a286-4247-b4f0-ca8f424a09d2", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + } + }, + "outputs": [], + "source": [ + "submodel = pws.Model(\n", + " process,\n", + " control=control,\n", + " parameters=params,\n", + ")\n", + "submodel.run(finalize=True)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e0e7d6ae-6502-4815-b534-1bcf9c2b948a", + "metadata": {}, + "outputs": [], + "source": [ + "for vv in process[0].get_variables():\n", + " print(vv)\n", + " assert (output_dir / f\"{vv}.nc\").exists()\n", + " try:\n", + " assert (input_dir / f\"{vv}.nc\").exists()\n", + " except:\n", + " print(f\"********** {vv} not in input_dir\")" + ] + }, + { + "cell_type": "markdown", + "id": "fa4ca04f-c639-479c-8832-8cea51fc79be", + "metadata": {}, + "source": [ + "## Start by comparing the budget variables" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0f149cac-3343-4425-bddd-9e641245f3c9", + "metadata": {}, + "outputs": [], + "source": [ + "budget_terms = pws.PRMSSnow.get_mass_budget_terms()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d2cb23a3-38c3-488b-ace3-118d5fd1ae64", + "metadata": {}, + "outputs": [], + "source": [ + "# additional variables\n", + "budget_terms[\"outputs\"] += [\n", + " \"pk_ice_prev\",\n", + " \"freeh2o_prev\",\n", + " \"newsnow\",\n", + " \"pptmix_nopack\",\n", + "]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9b823fdf-e855-4263-b694-621c6b74005a", + "metadata": {}, + "outputs": [], + "source": [ + "comparisons = {}\n", + "for term, vars in budget_terms.items():\n", + " if term == \"inputs\":\n", + " continue\n", + " print(term)\n", + " for vv in vars:\n", + " print(\" \", vv)\n", + "\n", + " pws_file = output_dir / f\"{vv}.nc\"\n", + " assert (pws_file).exists()\n", + " pws_ds = xr.open_dataset(pws_file)[vv].rename(\"pws\")\n", + "\n", + " prms_file = input_dir / f\"{vv}.nc\"\n", + " assert prms_file.exists()\n", + " prms_ds = xr.open_dataset(prms_file)[vv].rename(\"prms\")\n", + "\n", + " comparisons[vv] = xr.merge([pws_ds, prms_ds])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ec5e0551-9d22-4522-b80e-4c2f54eedd28", + "metadata": {}, + "outputs": [], + "source": [ + "# comparisons" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "66f80562-8679-4ef3-b007-470692de064a", + "metadata": {}, + "outputs": [], + "source": [ + "def plot_var(var_name, diff=False, nhm_id: list = None):\n", + " ds = comparisons[var_name]\n", + " if diff:\n", + " ds = ds[\"pws\"] - ds[\"prms\"]\n", + " if nhm_id is not None:\n", + " ds = ds.where(ds.nhm_id.isin(nhm_id), drop=True)\n", + "\n", + " display(ds.hvplot(frame_width=700, title=var_name, groupby=\"nhm_id\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "38a84f40-5684-4c73-a36f-027e3dc1bdbb", + "metadata": {}, + "outputs": [], + "source": [ + "def var_close(var_name):\n", + " var_ds = comparisons[var_name]\n", + " abs_diff = abs(var_ds[\"pws\"] - var_ds[\"prms\"])\n", + " rel_abs_diff = abs_diff / var_ds[\"prms\"]\n", + " rtol = atol = 1.0e-2\n", + " close = (abs_diff < atol) | (rel_abs_diff < rtol)\n", + " # assert close.all()\n", + " wh_not_close = np.where(~close)\n", + " if len(wh_not_close) == 0:\n", + " return ()\n", + " nhm_ids = abs_diff.nhm_id[wh_not_close[1]]\n", + " display(plot_var(var_name, diff=True, nhm_id=nhm_ids))\n", + " return" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b3b9d5ff-05e1-4468-bef6-54b3da7f5b0c", + "metadata": {}, + "outputs": [], + "source": [ + "for var_name in comparisons.keys():\n", + " var_close(var_name)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ad662acf-fea6-4375-9408-d0714827a362", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython" + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/pywatershed/hydrology/prms_snow.py b/pywatershed/hydrology/prms_snow.py index 86694cde..4a4c3c38 100644 --- a/pywatershed/hydrology/prms_snow.py +++ b/pywatershed/hydrology/prms_snow.py @@ -1081,7 +1081,7 @@ def _calculate_numpy( pk_ice_change[:] = pk_ice - pk_ice_prev wh_through = ( - ((pk_ice_prev + freeh2o_prev) <= epsilon64) & ~newsnow + ((pk_ice_prev + freeh2o_prev) <= epsilon32) & ~(newsnow == 1) ) | (pptmix_nopack == 1) through_rain[:] = np.where(wh_through, net_rain, zero) diff --git a/pywatershed/utils/csv_utils.py b/pywatershed/utils/csv_utils.py index 73a8dcf7..a0c9fffc 100644 --- a/pywatershed/utils/csv_utils.py +++ b/pywatershed/utils/csv_utils.py @@ -124,7 +124,7 @@ def to_netcdf( clobber: bool = True, zlib: bool = True, complevel: int = 4, - chunk_sizes: dict = {"time": 30, "hruid": 0}, + chunk_sizes: dict = {"time": 30, "nhm_id": 0, "nhm_seg": 0}, ) -> None: """Output the csv output data to a netcdf file @@ -192,14 +192,17 @@ def to_netcdf( ids = self._coordinates[dim_name] nids = len(ids) + dims = ("time", dim_name) + chunk_sizes_var = [chunk_sizes[vv] for vv in dims] + var = ds.createVariable( variable_name, variable_type, - ("time", dim_name), + dims, fill_value=nc4.default_fillvals[variable_type], # JLM: sus zlib=zlib, complevel=complevel, - chunksizes=tuple(chunk_sizes.values()), + chunksizes=tuple(chunk_sizes_var), ) # add additional meta data if self.meta.is_available(variable_name): diff --git a/pywatershed/utils/prms5util.py b/pywatershed/utils/prms5util.py index b3133125..a732651b 100644 --- a/pywatershed/utils/prms5util.py +++ b/pywatershed/utils/prms5util.py @@ -249,6 +249,7 @@ def __init__( soltab_file: fileish, output_dir: fileish = None, nhm_ids: np.ndarray = None, + chunk_sizes: dict = {"doy": 0, "nhm_id": 0}, ): self.soltab_file = soltab_file self.output_dir = output_dir @@ -273,7 +274,7 @@ def __init__( ) = load_soltab_debug(self.soltab_file) if self.output_dir: - self.to_netcdf() + self.to_netcdf(chunk_sizes=chunk_sizes) return @@ -283,7 +284,7 @@ def to_netcdf( nhm_ids: np.ndarray = None, zlib: bool = True, complevel: int = 4, - chunk_sizes: dict = {"doy": 0, "hruid": 0}, + chunk_sizes: dict = {"doy": 0, "nhm_id": 0}, ): # This is just different enough to make it it's own thing compared # to the CSV outputs of PRMS. @@ -320,14 +321,17 @@ def to_netcdf( ) hruid[:] = self.spatial_coord + dims = ("doy", self.spatial_coord_name) + chunk_sizes_var = [chunk_sizes[vv] for vv in dims] + variables[vv] = ds.createVariable( vv, "f4", - ("doy", self.spatial_coord_name), + dims, fill_value=nc4.default_fillvals["f4"], zlib=zlib, complevel=complevel, - chunksizes=tuple(chunk_sizes.values()), + chunksizes=tuple(chunk_sizes_var), ) variables[vv][:] = self[vv] ds.close() diff --git a/test_data/common/control.multi_hru b/test_data/common/control.multi_hru index 12ba6992..9cea95fa 100644 --- a/test_data/common/control.multi_hru +++ b/test_data/common/control.multi_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -79 +80 #### nhruOut_freq 1 @@ -251,13 +251,14 @@ nhruOut_format 4 #### nhruOutVar_names -79 +80 4 albedo cap_infil_tot contrib_fraction dprst_seep_hru dprst_evap_hru +dprst_insroff_hru dprst_sroff_hru dprst_stor_hru freeh2o diff --git a/test_data/common/control.single_hru b/test_data/common/control.single_hru index d2622a19..7ccac38d 100644 --- a/test_data/common/control.single_hru +++ b/test_data/common/control.single_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -77 +78 #### nhruOut_freq 1 @@ -251,12 +251,13 @@ nhruOut_format 5 #### nhruOutVar_names -77 +78 4 albedo cap_infil_tot contrib_fraction dprst_evap_hru +dprst_insroff_hru dprst_seep_hru dprst_stor_hru dprst_sroff_hru diff --git a/test_data/drb_2yr/control.test b/test_data/drb_2yr/control.test index 12ba6992..9cea95fa 100644 --- a/test_data/drb_2yr/control.test +++ b/test_data/drb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -79 +80 #### nhruOut_freq 1 @@ -251,13 +251,14 @@ nhruOut_format 4 #### nhruOutVar_names -79 +80 4 albedo cap_infil_tot contrib_fraction dprst_seep_hru dprst_evap_hru +dprst_insroff_hru dprst_sroff_hru dprst_stor_hru freeh2o diff --git a/test_data/hru_1/control.test b/test_data/hru_1/control.test index d2622a19..7ccac38d 100644 --- a/test_data/hru_1/control.test +++ b/test_data/hru_1/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -77 +78 #### nhruOut_freq 1 @@ -251,12 +251,13 @@ nhruOut_format 5 #### nhruOutVar_names -77 +78 4 albedo cap_infil_tot contrib_fraction dprst_evap_hru +dprst_insroff_hru dprst_seep_hru dprst_stor_hru dprst_sroff_hru diff --git a/test_data/scripts/test_nc_domains.py b/test_data/scripts/test_nc_domains.py index 591d024f..307d5f60 100644 --- a/test_data/scripts/test_nc_domains.py +++ b/test_data/scripts/test_nc_domains.py @@ -5,7 +5,7 @@ import xarray as xr from pywatershed import CsvFile, Soltab -from pywatershed.constants import epsilon64, zero +from pywatershed.constants import epsilon32, zero from pywatershed.parameters import PrmsParameters @@ -117,7 +117,7 @@ def test_misc_final(misc_nc_final_input): data[vv] = result wh_through = ( - ((data["pk_ice_prev"] + data["freeh2o_prev"]) <= epsilon64) + ((data["pk_ice_prev"] + data["freeh2o_prev"]) <= epsilon32) & ~(data["newsnow"] == 1) ) | (data["pptmix_nopack"] == 1) @@ -139,6 +139,8 @@ def test_misc_final(misc_nc_final_input): prev_file = parent_dir / f"{var_prev_name}.nc" current = xr.open_dataset(current_file)[var_name] previous = xr.open_dataset(prev_file)[var_prev_name] - change_file = parent_dir / f"{var_name}_change.nc" - (current - previous).to_netcdf(change_file) + var_change_name = f"{var_name}_change" + change = (current - previous).rename(var_change_name).to_dataset() + change_file = parent_dir / f"{var_change_name}.nc" + change.to_netcdf(change_file) assert change_file.exists() diff --git a/test_data/ucb_2yr/control.test b/test_data/ucb_2yr/control.test index 12ba6992..9cea95fa 100644 --- a/test_data/ucb_2yr/control.test +++ b/test_data/ucb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -79 +80 #### nhruOut_freq 1 @@ -251,13 +251,14 @@ nhruOut_format 4 #### nhruOutVar_names -79 +80 4 albedo cap_infil_tot contrib_fraction dprst_seep_hru dprst_evap_hru +dprst_insroff_hru dprst_sroff_hru dprst_stor_hru freeh2o From 41d84542ab903499685cdb0d6be6e023d2687d3c Mon Sep 17 00:00:00 2001 From: James McCreight Date: Fri, 8 Sep 2023 16:49:21 -0600 Subject: [PATCH 04/33] use dbl precision prms runs on mac M1 - solves soltab errors --- test_data/scripts/conftest.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test_data/scripts/conftest.py b/test_data/scripts/conftest.py index 7d647a00..fc59201a 100644 --- a/test_data/scripts/conftest.py +++ b/test_data/scripts/conftest.py @@ -37,7 +37,7 @@ def exe(): exe_name += "_win.exe" elif platform == "darwin": if processor() == "arm": - exe_name += "_mac_m1_intel" + exe_name += "_mac_m1_intel_dbl_prec" else: exe_name += "_mac" elif platform 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'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", - " require([\"jspanel\"], function(jsPanel) {\n", - "\twindow.jsPanel = jsPanel\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-modal\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-tooltip\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-hint\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-layout\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-contextmenu\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"jspanel-dock\"], function() {\n", - "\ton_load()\n", - " })\n", - " require([\"gridstack\"], function(GridStack) {\n", - "\twindow.GridStack = GridStack\n", - "\ton_load()\n", - " })\n", - " require([\"notyf\"], function() {\n", - "\ton_load()\n", - " })\n", - " root._bokeh_is_loading = css_urls.length + 9;\n", - " } else {\n", - " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", - " }\n", - "\n", - " var existing_stylesheets = []\n", - " var links = document.getElementsByTagName('link')\n", - " for (var i = 0; i < links.length; i++) {\n", - " var link = links[i]\n", - " if (link.href != null) {\n", - "\texisting_stylesheets.push(link.href)\n", - " }\n", - " }\n", - " for (var i = 0; i < css_urls.length; i++) {\n", - " var url = css_urls[i];\n", - " if (existing_stylesheets.indexOf(url) !== -1) {\n", - "\ton_load()\n", - "\tcontinue;\n", - " }\n", - " const element = document.createElement(\"link\");\n", - " element.onload = on_load;\n", - " element.onerror = on_error;\n", - " element.rel = \"stylesheet\";\n", - " element.type = \"text/css\";\n", - " element.href = url;\n", - " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", - " document.body.appendChild(element);\n", - " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", - " var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", - " for (var i = 0; i < urls.length; i++) {\n", - " skip.push(urls[i])\n", - " }\n", - " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", - " var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", - " for (var i = 0; i < urls.length; i++) {\n", - " skip.push(urls[i])\n", - " }\n", - " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", - " var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", - " for (var i = 0; i < urls.length; i++) {\n", - " skip.push(urls[i])\n", - " }\n", - " } var existing_scripts = []\n", - " var scripts = document.getElementsByTagName('script')\n", - " for (var i = 0; i < scripts.length; i++) {\n", - " var script = scripts[i]\n", - " if (script.src != null) {\n", - "\texisting_scripts.push(script.src)\n", - " }\n", - " }\n", - " for (var i = 0; i < js_urls.length; i++) {\n", - " var url = js_urls[i];\n", - " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", - "\tif (!window.requirejs) {\n", - "\t on_load();\n", - "\t}\n", - "\tcontinue;\n", - " }\n", - " var element = document.createElement('script');\n", - " element.onload = on_load;\n", - " element.onerror = on_error;\n", - " element.async = false;\n", - " element.src = url;\n", - " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", - " document.head.appendChild(element);\n", - " }\n", - " for (var i = 0; i < js_modules.length; i++) {\n", - " var url = js_modules[i];\n", - " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", - "\tif (!window.requirejs) {\n", - "\t on_load();\n", - "\t}\n", - "\tcontinue;\n", - " }\n", - " var element = document.createElement('script');\n", - " element.onload = on_load;\n", - " element.onerror = on_error;\n", - " element.async = false;\n", - " element.src = url;\n", - " element.type = \"module\";\n", - " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", - " document.head.appendChild(element);\n", - " }\n", - " for (const name in js_exports) {\n", - " var url = js_exports[name];\n", - " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", - "\tif (!window.requirejs) {\n", - "\t on_load();\n", - "\t}\n", - "\tcontinue;\n", - " }\n", - " var element = document.createElement('script');\n", - " element.onerror = on_error;\n", - " element.async = false;\n", - " element.type = \"module\";\n", - " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", - " element.textContent = `\n", - " import ${name} from \"${url}\"\n", - " window.${name} = ${name}\n", - " window._bokeh_on_load()\n", - " `\n", - " document.head.appendChild(element);\n", - " }\n", - " if (!js_urls.length && !js_modules.length) {\n", - " on_load()\n", - " }\n", - " };\n", - "\n", - " function inject_raw_css(css) {\n", - " const element = document.createElement(\"style\");\n", - " element.appendChild(document.createTextNode(css));\n", - " document.body.appendChild(element);\n", - " }\n", - "\n", - " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.2/dist/panel.min.js\"];\n", - " var js_modules = [];\n", - " var js_exports = {};\n", - " var css_urls = [];\n", - " var inline_js = [ function(Bokeh) {\n", - " Bokeh.set_log_level(\"info\");\n", - " },\n", - "function(Bokeh) {} // ensure no trailing comma for IE\n", - " ];\n", - "\n", - " function run_inline_js() {\n", - " if ((root.Bokeh !== undefined) || (force === true)) {\n", - " for (var i = 0; i < inline_js.length; i++) {\n", - " inline_js[i].call(root, root.Bokeh);\n", - " }\n", - " // Cache old bokeh versions\n", - " if (Bokeh != undefined && !reloading) {\n", - "\tvar NewBokeh = root.Bokeh;\n", - "\tif (Bokeh.versions === undefined) {\n", - "\t Bokeh.versions = new Map();\n", - "\t}\n", - "\tif (NewBokeh.version !== Bokeh.version) {\n", - "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", - "\t}\n", - "\troot.Bokeh = Bokeh;\n", - " }} else if (Date.now() < root._bokeh_timeout) {\n", - " setTimeout(run_inline_js, 100);\n", - " } else if (!root._bokeh_failed_load) {\n", - " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", - " root._bokeh_failed_load = true;\n", - " }\n", - " root._bokeh_is_initializing = false\n", - " }\n", - "\n", - " function load_or_wait() {\n", - " // Implement a backoff loop that tries to ensure we do not load multiple\n", - " // versions of Bokeh and its dependencies at the same time.\n", - " // In recent versions we use the root._bokeh_is_initializing flag\n", - " // to determine whether there is an ongoing attempt to initialize\n", - " // bokeh, however for backward compatibility we also try to ensure\n", - " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", - " // before older versions are fully initialized.\n", - " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", - " root._bokeh_is_initializing = false;\n", - " root._bokeh_onload_callbacks = undefined;\n", - " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", - " load_or_wait();\n", - " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", - " setTimeout(load_or_wait, 100);\n", - " } else {\n", - " Bokeh = root.Bokeh;\n", - " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", - " root._bokeh_is_initializing = true\n", - " root._bokeh_onload_callbacks = []\n", - " if (!reloading && (!bokeh_loaded || is_dev)) {\n", - "\troot.Bokeh = undefined;\n", - " }\n", - " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", - "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", - "\trun_inline_js();\n", - " });\n", - " }\n", - " }\n", - " // Give older versions of the autoload script a head-start to ensure\n", - " // they initialize before we start loading newer version.\n", - " setTimeout(load_or_wait, 100)\n", - "}(window));" - ], - "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.2/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.2/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.2/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "application/javascript": [ - "\n", - "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", - " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", - "}\n", - "\n", - "\n", - " function JupyterCommManager() {\n", - " }\n", - "\n", - " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", - " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", - " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", - " comm_manager.register_target(comm_id, function(comm) {\n", - " comm.on_msg(msg_handler);\n", - " });\n", - " } else if ((plot_id in window.PyViz.kernels) && 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metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/html": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import pathlib as pl\n", "from pprint import pprint\n", @@ -641,7 +57,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "9c188b5b-fc91-480c-a1a2-ce1121f92915", "metadata": {}, "outputs": [], @@ -666,7 +82,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "daa94738-1c8b-4113-a529-c6dd0b4a0284", "metadata": {}, "outputs": [], @@ -678,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "611c0d7a-7bfd-422d-ae53-3978b0c2eb83", "metadata": {}, "outputs": [], @@ -731,8 +147,8 @@ " chunking = {\n", " \"time\": 0,\n", " \"doy\": 0,\n", - " \"nhm_id\": 100,\n", - " \"nhm_seg\": 100,\n", + " \"nhm_id\": 0,\n", + " \"nhm_seg\": 0,\n", " }\n", "\n", " output_csvs = output_dir.glob(\"*.csv\")\n", @@ -813,276 +229,21 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "e591db15-82cc-4843-a46b-87d037823700", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\n", - " U.S. Geological Survey\n", - " Precipitation-Runoff Modeling System (PRMS)\n", - " Version 5.2.1 02/08/2022\n", - "\n", - " Process Available Modules\n", - "--------------------------------------------------------------------\n", - " Basin Definition: basin\n", - " Cascading Flow: cascade\n", - " Time Series Data: obs, water_use_read, dynamic_param_read\n", - " Potet Solar Rad: soltab\n", - " Temperature Dist: temp_1sta, temp_laps, temp_dist2, climate_hru,\n", - " temp_map\n", - " Precip Dist: precip_1sta, precip_laps, precip_dist2,\n", - " climate_hru, precip_map\n", - "Temp & Precip Dist: xyz_dist, ide_dist\n", - " Solar Rad Dist: ccsolrad, ddsolrad, climate_hru\n", - "Transpiration Dist: transp_tindex, climate_hru, transp_frost\n", - " Potential ET: potet_hamon, potet_jh, potet_pan, climate_hru,\n", - " potet_hs, potet_pt, potet_pm, potet_pm_sta\n", - " Interception: intcp\n", - "Snow & Glacr Dynam: snowcomp, glacr_melt\n", - " Surface Runoff: srunoff_smidx, srunoff_carea\n", - " Soil Zone: soilzone\n", - " Groundwater: gwflow\n", - "Streamflow Routing: strmflow, strmflow_in_out, muskingum,\n", - " muskingum_lake, muskingum_mann\n", - "Stream Temperature: stream_temp\n", - " Output Summary: basin_sum, subbasin, map_results, prms_summary,\n", - " nhru_summary, nsub_summary, water_balance\n", - " basin_summary, nsegment_summary\n", - " Preprocessing: write_climate_hru, frost_date\n", - "--------------------------------------------------------------------\n", - "\n", - "\n", - "==========================================================================\n", - "Please give careful consideration to fixing all ERROR and WARNING messages\n", - "==========================================================================\n", - "\n", - "\n", - " Active modules listed in the order in which they are called\n", - "\n", - " Process Module Version Date\n", - "==============================================================\n", - "Computation Order call_modules 2022-02-08\n", - "Basin Definition basin 2021-08-18\n", - "Common States and Fluxes climateflow 2021-08-13\n", - "Potential Solar Radiation soltab 2021-08-13\n", - "Parameter Setup setup_param 2020-08-03\n", - "Timestep Control prms_time 2021-08-13\n", - "Time Series Data obs 2021-08-13\n", - "Temperature Distribution climate_hru 2021-08-13\n", - "Precipitation Distribution climate_hru 2021-08-13\n", - "Solar Radiation Distribution ddsolrad 2021-08-13\n", - "Transpiration Distribution transp_tindex 2021-09-07\n", - "Potential Evapotranspiration potet_jh 2021-08-13\n", - "Canopy Interception intcp 2021-09-07\n", - "Snow Dynamics snowcomp 2021-09-15\n", - "Surface Runoff srunoff_smidx 2021-08-18\n", - "Soilzone Computations soilzone 2021-09-08\n", - "Groundwater gwflow 2021-08-13\n", - "Streamflow Routing Init routing 2021-08-13\n", - "Streamflow Routing muskingum_mann 2021-08-13\n", - "Output Summary basin_sum 2021-08-13\n", - "Output Summary nhru_summary 2021-08-13\n", - "Output Summary nsegment_summary 2021-08-13\n", - "Output Summary prms_summary 2021-08-13\n", - "==============================================================\n", - "\n", - "WARNING: parameter 'K_coef' is not required; file is myparam.param; line number 36\n", - "\n", - "WARNING: parameter 'albedo' is not required; file is myparam.param; line number 9685\n", - "\n", - "WARNING: parameter 'alte' is not required; file is myparam.param; line number 9720\n", - "\n", - "WARNING: parameter 'altw' is not required; file is myparam.param; line number 9727\n", - "\n", - "WARNING: parameter 'azrh' is not required; file is myparam.param; line number 9734\n", - "\n", - "WARNING: parameter 'gw_tau' is not required; file is myparam.param; line number 59301\n", - "\n", - "WARNING: parameter 'hru_segment_nhm' is not required; file is myparam.param; line number 68560\n", - "\n", - "WARNING: parameter 'lat_temp_adj' is not required; file is myparam.param; line number 81602\n", - "\n", - "WARNING: parameter 'maxiter_sntemp' is not required; file is myparam.param; line number 82071\n", - "\n", - "WARNING: parameter 'melt_temp' is not required; file is myparam.param; line number 83620\n", - "\n", - "WARNING: parameter 'seg_cum_area' is not required; file is myparam.param; line number 137225\n", - "\n", - "WARNING: parameter 'seg_elev' is not required; file is myparam.param; line number 138149\n", - "\n", - "WARNING: parameter 'seg_humidity' is not required; file is myparam.param; line number 138611\n", - "\n", - "WARNING: parameter 'seg_lat' is not required; file is myparam.param; line number 138618\n", - "\n", - "WARNING: parameter 'seg_width' is not required; file is myparam.param; line number 140004\n", - "\n", - "WARNING: parameter 'ss_tau' is not required; file is myparam.param; line number 163752\n", - "\n", - "WARNING: parameter 'stream_tave_init' is not required; file is myparam.param; line number 166072\n", - "\n", - "WARNING: parameter 'vce' is not required; file is myparam.param; line number 225987\n", - "\n", - "WARNING: parameter 'vcw' is not required; file is myparam.param; line number 226449\n", - "\n", - "WARNING: parameter 'vdemn' is not required; file is myparam.param; line number 226911\n", - "\n", - "WARNING: parameter 'vdemx' is not required; file is myparam.param; line number 227373\n", - "\n", - "WARNING: parameter 'vdwmn' is not required; file is myparam.param; line number 227835\n", - "\n", - "WARNING: parameter 'vdwmx' is not required; file is myparam.param; line number 228297\n", - "\n", - "WARNING: parameter 'vhe' is not required; file is myparam.param; line number 228759\n", - "\n", - "WARNING: parameter 'vhw' is not required; file is myparam.param; line number 229221\n", - "\n", - "WARNING: parameter 'voe' is not required; file is myparam.param; line number 229683\n", - "\n", - "WARNING: parameter 'vow' is not required; file is myparam.param; line number 229690\n", - "\n", - "WARNING: parameter 'width_alpha' is not required; file is myparam.param; line number 229697\n", - "\n", - "WARNING: parameter 'width_m' is not required; file is myparam.param; line number 230159\n", - "\n", - "Using Control File: control.test\n", - "\n", - "Using Parameter File: myparam.param\n", - "\n", - "Writing PRMS Water Budget File: model.out\n", - " \n", - " soltab debug data written to: soltab_debug\n", - "\n", - "WARNING: parameter pref_flow_infil_frac is used by module soilzone but values are not\n", - " set in the Parameter File. Module default values are being used.\n", - "\n", - "Simulation time period: 1979/01/01 - 1980/12/31\n", - "\n", - "====================================================================\n", - "\n", - "\n", - " =========================\n", - " Normal completion of PRMS\n", - " =========================\n", - "\n", - "Execution start date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:51:26\n", - "\n", - "Execution end date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:51:38\n", - "\n", - "Execution elapsed time 0 minutes 11.55 seconds\n", - "\n", - "\n", - "real\t0m11.883s\n", - "user\t0m10.965s\n", - "sys\t0m0.476s\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/iso.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_moist_tot.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_impervstor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_snow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_to_gw.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pptmix_nopack.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_stor_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_evap_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_outflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/slow_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_ppt.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_lateral_inflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_to_ssr.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_sink.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/swrad.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_flow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pkwater_equiv.nc\n", - 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"Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssr_to_gw.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tmaxc.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/freeh2o.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_outflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet_lower.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_moist.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tminf.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/cap_infil_tot.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_in.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_ssflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/contrib_fraction.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_streamflow_out.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_ssflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/net_rain.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snow_evap.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_evap.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_gwflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_sroff.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_insroff_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/sroff.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_lateral_flow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_gwflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_ppt.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/orad_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_in.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pkwater_ante.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/transp_on.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pk_temp.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_sroff_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snowmelt.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/dprst_seep_hru.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seginc_sroff.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pref_flow_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/slow_flow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/recharge.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_lower_ratio.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_sroffi.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pptmix.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tavgc.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/gwres_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet_rechr.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_intcpstor.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_rain.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tavgf.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/intcp_changeover.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/salb.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/soil_lower.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/albedo.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/infil.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/hru_impervevap.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/pst.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/snowcov_area.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/seg_upstream_inflow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/tcal.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/ssres_flow.nc\n", - "Wrote netcdf file: runoff_errors/prms_mixed_run/output/potet.nc\n" - ] - } - ], + "outputs": [], "source": [ - "run_prms(\n", - " bin_mixed,\n", - " nb_output_dir / \"prms_mixed_run\",\n", - " skip_if_exists=skip_if_exists_prms_mixed,\n", - ")" + "# run_prms(\n", + "# bin_mixed,\n", + "# nb_output_dir / f\"{domain_name}_prms_mixed_run\",\n", + "# skip_if_exists=skip_if_exists_prms_mixed,\n", + "# )" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "791f0f08-06fb-445f-b6bb-9262b9f9a6f0", "metadata": {}, "outputs": [], @@ -1092,267 +253,12 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "155fc8ac-da82-4df7-a33a-a744818d46d7", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n", - "\n", - " U.S. Geological Survey\n", - " Precipitation-Runoff Modeling System (PRMS)\n", - " Version 5.2.1 02/08/2022\n", - "\n", - " Process Available Modules\n", - "--------------------------------------------------------------------\n", - " Basin Definition: basin\n", - " Cascading Flow: cascade\n", - " Time Series Data: obs, water_use_read, dynamic_param_read\n", - " Potet Solar Rad: soltab\n", - " Temperature Dist: temp_1sta, temp_laps, temp_dist2, climate_hru,\n", - " temp_map\n", - " Precip Dist: precip_1sta, precip_laps, precip_dist2,\n", - " climate_hru, precip_map\n", - "Temp & Precip Dist: xyz_dist, ide_dist\n", - " Solar Rad Dist: ccsolrad, ddsolrad, climate_hru\n", - "Transpiration Dist: transp_tindex, climate_hru, transp_frost\n", - " Potential ET: potet_hamon, potet_jh, potet_pan, climate_hru,\n", - " potet_hs, potet_pt, potet_pm, potet_pm_sta\n", - " Interception: intcp\n", - "Snow & Glacr Dynam: snowcomp, glacr_melt\n", - " Surface Runoff: srunoff_smidx, srunoff_carea\n", - " Soil Zone: soilzone\n", - " Groundwater: gwflow\n", - "Streamflow Routing: strmflow, strmflow_in_out, muskingum,\n", - " muskingum_lake, muskingum_mann\n", - "Stream Temperature: stream_temp\n", - " Output Summary: basin_sum, subbasin, map_results, prms_summary,\n", - " nhru_summary, nsub_summary, water_balance\n", - " basin_summary, nsegment_summary\n", - " Preprocessing: write_climate_hru, frost_date\n", - "--------------------------------------------------------------------\n", - "\n", - "\n", - "==========================================================================\n", - "Please give careful consideration to fixing all ERROR and WARNING messages\n", - "==========================================================================\n", - "\n", - "\n", - " Active modules listed in the order in which they are called\n", - "\n", - " Process Module Version Date\n", - "==============================================================\n", - "Computation Order call_modules 2022-02-08\n", - "Basin Definition basin 2021-08-18\n", - "Common States and Fluxes climateflow 2021-08-13\n", - "Potential Solar Radiation soltab 2021-08-13\n", - "Parameter Setup setup_param 2020-08-03\n", - "Timestep Control prms_time 2021-08-13\n", - "Time Series Data obs 2021-08-13\n", - "Temperature Distribution climate_hru 2021-08-13\n", - "Precipitation Distribution climate_hru 2021-08-13\n", - "Solar Radiation Distribution ddsolrad 2021-08-13\n", - "Transpiration Distribution transp_tindex 2021-09-07\n", - "Potential Evapotranspiration potet_jh 2021-08-13\n", - "Canopy Interception intcp 2021-09-07\n", - "Snow Dynamics snowcomp 2021-09-15\n", - "Surface Runoff srunoff_smidx 2021-08-18\n", - "Soilzone Computations soilzone 2021-09-08\n", - "Groundwater gwflow 2021-08-13\n", - "Streamflow Routing Init routing 2021-08-13\n", - "Streamflow Routing muskingum_mann 2021-08-13\n", - "Output Summary basin_sum 2021-08-13\n", - "Output Summary nhru_summary 2021-08-13\n", - "Output Summary nsegment_summary 2021-08-13\n", - "Output Summary prms_summary 2021-08-13\n", - "==============================================================\n", - "\n", - "WARNING: parameter 'K_coef' is not required; file is myparam.param; line number 36\n", - "\n", - "WARNING: parameter 'albedo' is not required; file is myparam.param; line number 9685\n", - "\n", - "WARNING: parameter 'alte' is not required; file is myparam.param; line number 9720\n", - "\n", - "WARNING: parameter 'altw' is not required; file is myparam.param; line number 9727\n", - "\n", - "WARNING: parameter 'azrh' is not required; file is myparam.param; line number 9734\n", - "\n", - "WARNING: parameter 'gw_tau' is not required; file is myparam.param; line number 59301\n", - "\n", - "WARNING: parameter 'hru_segment_nhm' is not required; file is myparam.param; line number 68560\n", - "\n", - "WARNING: parameter 'lat_temp_adj' is not required; file is myparam.param; line number 81602\n", - "\n", - "WARNING: parameter 'maxiter_sntemp' is not required; file is myparam.param; line number 82071\n", - "\n", - "WARNING: parameter 'melt_temp' is not required; file is myparam.param; line number 83620\n", - "\n", - "WARNING: parameter 'seg_cum_area' is not required; file is myparam.param; line number 137225\n", - "\n", - "WARNING: parameter 'seg_elev' is not required; file is myparam.param; line number 138149\n", - "\n", - "WARNING: parameter 'seg_humidity' is not required; file is myparam.param; line number 138611\n", - "\n", - "WARNING: parameter 'seg_lat' is not required; file is myparam.param; line number 138618\n", - "\n", - "WARNING: parameter 'seg_width' is not required; file is myparam.param; line number 140004\n", - "\n", - "WARNING: parameter 'ss_tau' is not required; file is myparam.param; line number 163752\n", - "\n", - "WARNING: parameter 'stream_tave_init' is not required; file is myparam.param; line number 166072\n", - "\n", - "WARNING: parameter 'vce' is not required; file is myparam.param; line number 225987\n", - "\n", - "WARNING: parameter 'vcw' is not required; file is myparam.param; line number 226449\n", - "\n", - "WARNING: parameter 'vdemn' is not required; file is myparam.param; line number 226911\n", - "\n", - "WARNING: parameter 'vdemx' is not required; file is myparam.param; line number 227373\n", - "\n", - "WARNING: parameter 'vdwmn' is not required; file is myparam.param; line number 227835\n", - "\n", - "WARNING: parameter 'vdwmx' is not required; file is myparam.param; line number 228297\n", - "\n", - "WARNING: parameter 'vhe' is not required; file is myparam.param; line number 228759\n", - "\n", - "WARNING: parameter 'vhw' is not required; file is myparam.param; line number 229221\n", - "\n", - "WARNING: parameter 'voe' is not required; file is myparam.param; line number 229683\n", - "\n", - "WARNING: parameter 'vow' is not required; file is myparam.param; line number 229690\n", - "\n", - "WARNING: parameter 'width_alpha' is not required; file is myparam.param; line number 229697\n", - "\n", - "WARNING: parameter 'width_m' is not required; file is myparam.param; line number 230159\n", - "\n", - "Using Control File: control.test\n", - "\n", - "Using Parameter File: myparam.param\n", - "\n", - "Writing PRMS Water Budget File: model.out\n", - " \n", - " soltab debug data written to: soltab_debug\n", - "\n", - "WARNING: parameter pref_flow_infil_frac is used by module soilzone but values are not\n", - " set in the Parameter File. Module default values are being used.\n", - "\n", - "Simulation time period: 1979/01/01 - 1980/12/31\n", - "\n", - "====================================================================\n", - "\n", - "\n", - " =========================\n", - " Normal completion of PRMS\n", - " =========================\n", - "\n", - "Execution start date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:52:10\n", - "\n", - "Execution end date and time (yyyy/mm/dd hh:mm:ss) 2023/09/08 14:52:27\n", - "\n", - "Execution elapsed time 0 minutes 16.53 seconds\n", - "\n", - "\n", - "real\t0m16.830s\n", - "user\t0m15.833s\n", - "sys\t0m0.553s\n", - "Wrote netcdf file: runoff_errors/prms_double_run/output/iso.nc\n", - "Wrote netcdf file: runoff_errors/prms_double_run/output/soil_moist_tot.nc\n", - "Wrote netcdf file: runoff_errors/prms_double_run/output/hru_impervstor.nc\n", - "Wrote netcdf file: runoff_errors/prms_double_run/output/ssres_stor.nc\n", - "Wrote netcdf file: runoff_errors/prms_double_run/output/net_snow.nc\n", - 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"5f52f1fb-585e-49bb-9db9-b2e87d62a973", + "metadata": {}, + "outputs": [], + "source": [ + "budget_time = np.datetime64(\"1979-08-01T00:00:00\")\n", + "budget_location_inds = [\n", + " 176,\n", + " 341,\n", + " 386,\n", + " 434,\n", + " 494,\n", + " 509,\n", + " 511,\n", + " 580,\n", + " 590,\n", + " 608,\n", + " 609,\n", + " 610,\n", + " 613,\n", + " 651,\n", + " 754,\n", + " 764,\n", + "]\n", + "budget_comps = {}\n", + "for term, vars in budget_terms.items():\n", + " print(term)\n", + "\n", + " for vv in vars:\n", + " print(\" \", vv)\n", + "\n", + " if term == \"inputs\":\n", + " pws_file = input_dir / f\"{vv}.nc\"\n", + " else:\n", + " pws_file = output_dir / f\"{vv}.nc\"\n", + "\n", + " assert (pws_file).exists()\n", + " pws_ds = xr.open_dataset(pws_file)[vv].rename(\"pws\")\n", + "\n", + " prms_file = input_dir / f\"{vv}.nc\"\n", + " assert (prms_file).exists()\n", + " prms_ds = xr.open_dataset(prms_file)[vv].rename(\"prms\")\n", + "\n", + " budget_comps[vv] = (\n", + " xr.merge([pws_ds, prms_ds])\n", + " .sel(time=budget_time)\n", + " .isel(nhm_id=budget_location_inds)\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0dad7836-6157-4982-a77e-f0f46210a27f", + "metadata": {}, + "outputs": [], + "source": [ + "bc = budget_comps\n", + "inputs = bc[\"through_rain\"] + bc[\"snowmelt\"] + bc[\"intcp_changeover\"]\n", + "outputs = (\n", + " bc[\"hru_sroffi\"]\n", + " + bc[\"hru_sroffp\"]\n", + " + bc[\"dprst_sroff_hru\"]\n", + " + bc[\"infil_hru\"]\n", + " + bc[\"hru_impervevap\"]\n", + " + bc[\"dprst_seep_hru\"]\n", + " + bc[\"dprst_evap_hru\"]\n", + ")\n", + "storage_changes = bc[\"hru_impervstor_change\"] + bc[\"dprst_stor_hru_change\"]\n", + "balance = inputs - outputs - storage_changes" + ] + }, { "cell_type": "code", "execution_count": null, - "id": "ad662acf-fea6-4375-9408-d0714827a362", + "id": "127606d6-f28f-43c1-90f0-4f3c9bad3a5f", + "metadata": {}, + "outputs": [], + "source": [ + "print(\"inputs sum: \", inputs.prms.sum().values)\n", + "print(\"outputs sum: \", outputs.prms.sum().values)\n", + "print(\"storage changes sum: \", storage_changes.prms.sum().values)\n", + "\n", + "print(\"hru_sroffi: \", bc[\"hru_sroffi\"].prms.sum().values)\n", + "print(\"hru_sroffp: \", bc[\"hru_sroffp\"].prms.sum().values)\n", + "print(\"dprst_sroff_hru: \", bc[\"dprst_sroff_hru\"].prms.sum().values)\n", + "print(\"infil_hru: \", bc[\"infil_hru\"].prms.sum().values)\n", + "print(\"hru_impervevap: \", bc[\"hru_impervevap\"].prms.sum().values)\n", + "print(\"dprst_seep_hru: \", bc[\"dprst_seep_hru\"].prms.sum().values)\n", + "print(\"dprst_evap_hru: \", bc[\"dprst_evap_hru\"].prms.sum().values)\n", + "\n", + "\n", + "storage_changes = bc[\"hru_impervstor_change\"] + bc[\"dprst_stor_hru_change\"]\n", + "\n", + "\n", + "balance" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "52d6a2ed-d900-4f66-bf0b-e75c1d11fce9", + "metadata": {}, + "outputs": [], + "source": [ + "((balance.pws - balance.prms) < 1.0e-8).all()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3f993bb1-7590-4e47-a2a7-b0bc10350ef3", + "metadata": {}, + "outputs": [], + "source": [ + "bc[\"through_rain\"].pws.values" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "968ffe3e-a984-4b36-bc9e-7f6a360b245c", + "metadata": {}, + "outputs": [], + "source": [ + "input_max = max(\n", + " abs(bc[\"through_rain\"]), abs(bc[\"snowmelt\"]), +abs(bc[\"intcp_changeover\"])\n", + ")\n", + "output_max = max(\n", + " abs(bc[\"hru_sroffi\"]),\n", + " abs(bc[\"hru_sroffp\"]),\n", + " abs(bc[\"dprst_sroff_hru\"]),\n", + " abs(bc[\"infil_hru\"]),\n", + " abs(bc[\"hru_impervevap\"]),\n", + " abs(bc[\"dprst_seep_hru\"]),\n", + " abs(bc[\"dprst_evap_hru\"]),\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "203b6241-601f-4a4d-b2d7-d0358435be9c", + "metadata": {}, + "outputs": [], + "source": [ + "input_max.pws.values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7bfbe75c-a67e-4d7a-b29d-3c48d04cc53b", + "metadata": {}, + "outputs": [], + "source": [ + "output_max.prms.values.tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9a0e4a51-6794-4aae-b379-c658f7c73bce", + "metadata": {}, + "outputs": [], + "source": [ + "print((balance.pws / output_max.pws.max()).values)\n", + "print((balance.prms / output_max.prms.max()).values)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f1e738e0-2761-4d07-8b86-a2c8a5403c5c", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, "language_info": { "codemirror_mode": { - "name": "ipython", - "version": 3 + "name": "ipython" }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" + "nbconvert_exporter": "python" } }, "nbformat": 4, diff --git a/pywatershed/base/budget.py b/pywatershed/base/budget.py index a36e99d7..e7afa14e 100644 --- a/pywatershed/base/budget.py +++ b/pywatershed/base/budget.py @@ -8,7 +8,7 @@ from pywatershed.base.control import Control -from ..constants import zero +from ..constants import epsilon64, one, zero from ..utils.formatting import pretty_print from ..utils.netcdf_utils import NetCdfWrite from .accessor import Accessor @@ -298,18 +298,27 @@ def _sum_storage_changes(self): return self._sum("storage_changes") def _calc_unit_balance(self): - unit_balance = self._inputs_sum - self._outputs_sum self._zero_sum = True - if not np.allclose( - unit_balance, - self._storage_changes_sum, - rtol=self.rtol, - atol=self.atol, - ): + + # roll our own np.allclose so we can diagnose the not close points + unit_balance = self._inputs_sum - self._outputs_sum + abs_diff = np.abs(unit_balance - self._storage_changes_sum) + mask_div_zero = self._storage_changes_sum < epsilon64 + rel_abs_diff = abs_diff / np.where( + mask_div_zero, one, self._storage_changes_sum + ) + abs_close = abs_diff < self.atol + rel_close = rel_abs_diff < self.rtol + either_close = abs_close | rel_close + cond = np.where(mask_div_zero, abs_close, either_close) + + if not cond.all(): self._zero_sum = False + wh_not_cond = np.where(~cond) msg = ( "The flux unit balance not equal to the change in unit storage" - f": {self.description}" + f"at time {self.control.current_time} and at the following " + f"locations for {self.description}: {wh_not_cond}" ) if self.imbalance_fatal: raise ValueError(msg) diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index 2ce41552..a2fb4d3d 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -1048,7 +1048,9 @@ def dprst_comp( if sri < 0.0: if sri < -NEARZERO: sri = 0.0 - dprst_insroff_hru = dprst_srp + dprst_sri + + # <<< + 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z|B+c4smP&hIxE&&BS~J?$J@VeKK+wjlV4e*N;wP=*Rvnd74ARsFxLRz3?<~FR^=z2Nfa=9Wx}?q!7z*yUo^l=oZyKD$EOHJZT6T;l|dcRmBCQ zGmu1IZV-pBc^mRGp%Jnfvo}!jnYO{6^nejDE+Q?vlDU|@O%$`4r!i3PCMd|wem=*b z)9~@j1a0eM{I7{`#YFnKD%IFYB>eY0GqqZy`?EQ9>6jH8b5#eE;?s?uwlDXyIW;Po zH368-sZTgI`|Tr=SYX@66UohYkIqz(8qFgNF)@)nS4Z;_GlGBryigbR<44!>nYaMir4Y;{{h#5P@@Hf&>iLWu%P`98a-H z49=(cpa}aF9c1`i1vbS2Yj*+IKV7PdpfZ)~ZW)xGDU169^0;VoK+#KFm z4PA(_Frf>2rFKC-IHB+?Az+Gk839qgn^Zt*44VV$s+XIyPY-uj`>(1+k5fGur)2-C zRC^_n4EZoe~IEQjZGhA5=@q^oAp+-aCH zaAq9Am5VpVWA;1eu(6x)GEOPNeR~S^&T7jP$Yjt^z`P+zyAQi CP~mm} literal 0 HcmV?d00001 diff --git a/bin/prms_mac_m1_intel b/bin/prms_mac_m1 similarity index 100% rename from bin/prms_mac_m1_intel rename to bin/prms_mac_m1 diff --git a/bin/prms_mac_m1_intel_dbl_prec b/bin/prms_mac_m1_dbl_prec similarity index 100% rename from bin/prms_mac_m1_intel_dbl_prec rename to bin/prms_mac_m1_dbl_prec diff --git a/test_data/scripts/conftest.py b/test_data/scripts/conftest.py index fc59201a..f7cf29cc 100644 --- a/test_data/scripts/conftest.py +++ b/test_data/scripts/conftest.py @@ -37,9 +37,9 @@ def exe(): exe_name += "_win.exe" elif platform == "darwin": if processor() == "arm": - exe_name += "_mac_m1_intel_dbl_prec" + exe_name += "_mac_m1_dbl_prec" else: - exe_name += "_mac" + exe_name += "_mac_intel_dbl_prec" elif platform == "linux": exe_name += "_linux" exe_pth = pl.Path(f"../../bin/{exe_name}").resolve() From ed47d56fbfa8686a110fd1371ca5b0a5980ae66a Mon Sep 17 00:00:00 2001 From: James McCreight Date: Tue, 12 Sep 2023 10:03:02 -0600 Subject: [PATCH 07/33] rename prms binaries for clarity --- bin/{prms_linux => prms_linux_gfort_mixed_prec} | Bin ...intel_dbl_prec => prms_mac_gfort_intel_dbl_prec} | Bin bin/{prms_mac => prms_mac_intel_gfort_mixed_prec} | Bin ...s_mac_m1_dbl_prec => prms_mac_m1_ifort_dbl_prec} | Bin bin/{prms_mac_m1 => prms_mac_m1_ifort_mixed_prec} | Bin bin/{prms_win.exe => prms_win_ifort_mixed_prec.exe} | Bin test_data/scripts/conftest.py | 9 ++++----- 7 files changed, 4 insertions(+), 5 deletions(-) rename bin/{prms_linux => prms_linux_gfort_mixed_prec} (100%) rename bin/{prms_mac_intel_dbl_prec => prms_mac_gfort_intel_dbl_prec} (100%) rename bin/{prms_mac => prms_mac_intel_gfort_mixed_prec} (100%) rename bin/{prms_mac_m1_dbl_prec => prms_mac_m1_ifort_dbl_prec} (100%) rename bin/{prms_mac_m1 => prms_mac_m1_ifort_mixed_prec} (100%) rename bin/{prms_win.exe => prms_win_ifort_mixed_prec.exe} (100%) diff --git a/bin/prms_linux b/bin/prms_linux_gfort_mixed_prec similarity index 100% rename from bin/prms_linux rename to bin/prms_linux_gfort_mixed_prec diff --git a/bin/prms_mac_intel_dbl_prec b/bin/prms_mac_gfort_intel_dbl_prec similarity index 100% rename from bin/prms_mac_intel_dbl_prec rename to bin/prms_mac_gfort_intel_dbl_prec diff --git a/bin/prms_mac b/bin/prms_mac_intel_gfort_mixed_prec similarity index 100% rename from bin/prms_mac rename to bin/prms_mac_intel_gfort_mixed_prec diff --git a/bin/prms_mac_m1_dbl_prec b/bin/prms_mac_m1_ifort_dbl_prec similarity index 100% rename from bin/prms_mac_m1_dbl_prec rename to bin/prms_mac_m1_ifort_dbl_prec diff --git a/bin/prms_mac_m1 b/bin/prms_mac_m1_ifort_mixed_prec similarity index 100% rename from bin/prms_mac_m1 rename to bin/prms_mac_m1_ifort_mixed_prec diff --git a/bin/prms_win.exe b/bin/prms_win_ifort_mixed_prec.exe similarity index 100% rename from bin/prms_win.exe rename to bin/prms_win_ifort_mixed_prec.exe diff --git a/test_data/scripts/conftest.py b/test_data/scripts/conftest.py index f7cf29cc..7505fc67 100644 --- a/test_data/scripts/conftest.py +++ b/test_data/scripts/conftest.py @@ -31,17 +31,16 @@ def pytest_addoption(parser): @pytest.fixture() def exe(): - exe_name = "prms" platform = sys.platform.lower() if platform == "win32": - exe_name += "_win.exe" + exe_name = "prms_win_ifort_mixed_prec.exe" elif platform == "darwin": if processor() == "arm": - exe_name += "_mac_m1_dbl_prec" + exe_name = "prms_mac_m1_ifort_dbl_prec" else: - exe_name += "_mac_intel_dbl_prec" + exe_name = "prms_mac_intel_gfort_dbl_prec" elif platform == "linux": - exe_name += "_linux" + exe_name = "prms_linux_gfort_mixed_prec" exe_pth = pl.Path(f"../../bin/{exe_name}").resolve() return exe_pth From 97ff329738c81818ff98853df472126523ae7b0c Mon Sep 17 00:00:00 2001 From: James McCreight Date: Tue, 12 Sep 2023 10:07:05 -0600 Subject: [PATCH 08/33] fix bin name --- ...intel_dbl_prec => prms_mac_intel_gfort_dbl_prec} | Bin 1 file changed, 0 insertions(+), 0 deletions(-) rename bin/{prms_mac_gfort_intel_dbl_prec => prms_mac_intel_gfort_dbl_prec} (100%) diff --git a/bin/prms_mac_gfort_intel_dbl_prec b/bin/prms_mac_intel_gfort_dbl_prec similarity index 100% rename from bin/prms_mac_gfort_intel_dbl_prec rename to bin/prms_mac_intel_gfort_dbl_prec From 1ac40d8ad4702608c3b0a4bb89342f58bf1fc9cd Mon Sep 17 00:00:00 2001 From: James McCreight Date: Tue, 12 Sep 2023 11:23:23 -0500 Subject: [PATCH 09/33] dbl precision linux gfortran build of prms5.2.1 --- bin/prms_linux_gfort_dbl_prec | Bin 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z%k_VO-+2Frya<0k|F`<%Y19Yk8}^=5zDQA5QoG zvw!8+=j&h23*&WK&hB5w{kea;AI9_I^%t*V1LOX8;x%9XE#44*dH*l{Uq_&P{e@`* z=I8&%>Hc5+X-AxV{l?$r=;JTpmf!qmyx}8qmVfXM{-*tuuk-c!IbZ(^uI7sK{{J5L z=WAYPgW`YrIbZ)9zT*t@{y&WS^Y!21H~o7@Kj8iU#J{91{`7nQ(C448zZ!r|{Lbel z9{da3qtE~Sf8_V)>pL7&{__5O{a^S^@BgE?KVNThV`GfGFJJ%nbpP*u=+DpBKknPN zdnd-pmp{Q9j+OBH-H-kL@5k#qKkNg%lQ+ie|G_J-_~!I|-v8P3eU7HD(-Q5DAI0;3 z#0lc>@8I9x!%eyF Date: Tue, 12 Sep 2023 18:48:36 -0600 Subject: [PATCH 10/33] fix through rain and runoff mass balance in prms_snow, conftest, make prms_runoff tests more comprehensive --- autotest/test_prms_runoff.py | 15 +- examples/runoff_errors.ipynb | 201 +++++++++++++------ prms_src/prms5.2.1/makelist | 2 +- prms_src/prms5.2.1/makelist_double_precision | 2 +- pywatershed/base/budget.py | 6 +- pywatershed/hydrology/prms_runoff.py | 1 + pywatershed/hydrology/prms_snow.py | 19 +- test_data/scripts/conftest.py | 2 + test_data/scripts/test_nc_domains.py | 42 +++- 9 files changed, 211 insertions(+), 79 deletions(-) diff --git a/autotest/test_prms_runoff.py b/autotest/test_prms_runoff.py index 88a25517..f0fe0de6 100644 --- a/autotest/test_prms_runoff.py +++ b/autotest/test_prms_runoff.py @@ -51,6 +51,15 @@ def test_compare_prms( "sroff", "dprst_evap_hru", "hru_impervevap", + "dprst_insroff_hru", + "dprst_stor_hru", + "contrib_fraction", + "hru_sroffp", + "hru_sroffi", + # "hru_impervstor_change", + "dprst_sroff_hru", + "dprst_insroff_hru", + # "dprst_stor_hru_change", ] output_dir = domain["prms_output_dir"] @@ -72,7 +81,7 @@ def test_compare_prms( parameters=parameters, calc_method=calc_method, **input_variables, - budget_type="warn", # intermittent errors currently + budget_type="error", ) all_success = True @@ -90,7 +99,7 @@ def test_compare_prms( failfast = True detailed = True if check: - atol = 1.0e-5 + atol = 1.0e-10 success = check_timestep_results( runoff, istep, ans, atol, detailed ) @@ -113,7 +122,7 @@ def check_timestep_results(storageunit, istep, ans, atol, detailed=False): for key in ans.keys(): a1 = ans[key].current a2 = storageunit[key] - success = np.isclose(a1, a2, atol=atol).all() + success = np.isclose(a1, a2, atol=atol, rtol=atol).all() if not success: all_success = False diff = a1 - a2 diff --git a/examples/runoff_errors.ipynb b/examples/runoff_errors.ipynb index 2e1e6925..9cbaa8f8 100644 --- a/examples/runoff_errors.ipynb +++ b/examples/runoff_errors.ipynb @@ -49,6 +49,7 @@ "from shutil import rmtree, copy2\n", "\n", "import hvplot.xarray # noqa\n", + "from icecream import ic\n", "from IPython.display import display\n", "import numpy as np\n", "import pywatershed as pws\n", @@ -62,22 +63,38 @@ "metadata": {}, "outputs": [], "source": [ + "# Configuration\n", "domain_name = \"drb_2yr\"\n", - "pws_root = pws.constants.__pywatershed_root__\n", - "domain_dir = pws_root / f\"../test_data/{domain_name}\"\n", + "\n", "nb_output_dir = pl.Path(\"./runoff_errors\")\n", - "nb_output_dir.mkdir(exist_ok=True)\n", + "\n", "skip_if_exists_prms_mixed = True\n", "skip_if_exists_prms_double = True\n", "skip_if_exists_pws = True" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "b9e616a3-03a3-4a13-9a33-181af59f1c71", + "metadata": {}, + "outputs": [], + "source": [ + "pws_root = pws.constants.__pywatershed_root__\n", + "domain_dir = pws_root / f\"../test_data/{domain_name}\"\n", + "nb_output_dir.mkdir(exist_ok=True)\n", + "\n", + "zero = np.zeros([1])[0]\n", + "epsilon64 = np.finfo(zero).eps\n", + "epsilon32 = np.finfo(zero.astype(\"float32\")).eps" + ] + }, { "cell_type": "markdown", "id": "0a05c33a-c86b-433a-a400-54c7f2df8eb9", "metadata": {}, "source": [ - "## Run PRMS mixed and double precision runs and convert to netcdf" + "## Run PRMS double precision runs and convert to netcdf" ] }, { @@ -87,9 +104,9 @@ "metadata": {}, "outputs": [], "source": [ - "bin_dir = pws_root / \"../prms_src/prms5.2.1/bin/\"\n", - "bin_mixed = bin_dir / \"prms_521_mixed_mac_m1_intel\"\n", - "bin_double = bin_dir / \"prms_521_double_mac_m1_intel\"" + "bin_dir = pws_root / \"../bin/\"\n", + "# bin_mixed = bin_dir / \"prms_mac_m1_ifort_mixed_prec\"\n", + "bin_double = bin_dir / \"prms_mac_m1_ifort_dbl_prec\"" ] }, { @@ -190,27 +207,36 @@ "\n", " # through_rain\n", " dep_vars = [\n", - " \"pk_ice_prev\",\n", - " \"freeh2o_prev\",\n", - " \"newsnow\",\n", + " \"net_ppt\",\n", " \"pptmix_nopack\",\n", + " \"snowmelt\",\n", + " \"pkwater_equiv\",\n", + " \"snow_evap\",\n", + " \"net_snow\",\n", " \"net_rain\",\n", " ]\n", " data = {}\n", " for vv in dep_vars:\n", " data[vv] = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", "\n", - " zero = np.zeros([1])[0]\n", - " epsilon64 = np.finfo(zero).eps\n", - " epsilon32 = np.finfo(zero.astype(\"float32\")).eps\n", + " nearzero = 1.0e-6\n", "\n", - " wh_through = (\n", - " ((data[\"pk_ice_prev\"] + data[\"freeh2o_prev\"]) <= epsilon64)\n", - " & ~(data[\"newsnow\"] == 1)\n", - " ) | (data[\"pptmix_nopack\"] == 1)\n", + " cond1 = data[\"net_ppt\"] > zero\n", + " cond2 = data[\"pptmix_nopack\"] != 0\n", + " cond3 = data[\"snowmelt\"] < nearzero\n", + " cond4 = data[\"pkwater_equiv\"] < epsilon32\n", + " cond5 = data[\"snow_evap\"] < nearzero\n", + " cond6 = data[\"net_snow\"] < nearzero\n", "\n", - " through_rain = data[\"net_rain\"].copy()\n", - " through_rain[:] = np.where(wh_through, data[\"net_rain\"], zero)\n", + " through_rain = data[\"net_rain\"] * zero\n", + " # these are in reverse order\n", + " through_rain[:] = np.where(\n", + " cond1 & cond3 & cond4 & cond6, data[\"net_rain\"], zero\n", + " )\n", + " through_rain[:] = np.where(\n", + " cond1 & cond3 & cond4 & cond5, data[\"net_ppt\"], through_rain\n", + " )\n", + " through_rain[:] = np.where(cond1 & cond2, data[\"net_rain\"], through_rain)\n", "\n", " through_rain.to_dataset(name=\"through_rain\").to_netcdf(\n", " output_dir / \"through_rain.nc\"\n", @@ -314,9 +340,6 @@ "id": "4a0312cf-a286-4247-b4f0-ca8f424a09d2", "metadata": { "editable": true, - "jupyter": { - "outputs_hidden": true - }, "slideshow": { "slide_type": "" } @@ -397,7 +420,36 @@ "budget_terms[\"outputs\"] += [\n", " \"dprst_insroff_hru\",\n", " \"dprst_stor_hru\",\n", - "]" + " \"contrib_fraction\",\n", + " \"infil\",\n", + " \"infil_hru\",\n", + " \"sroff\",\n", + " \"hru_sroffp\",\n", + " \"hru_sroffi\",\n", + " # \"imperv_stor\",\n", + " # \"imperv_evap\",\n", + " \"hru_impervevap\",\n", + " \"hru_impervstor\",\n", + " # \"hru_impervstor_old\",\n", + " \"hru_impervstor_change\",\n", + " # \"dprst_vol_frac\",\n", + " # \"dprst_vol_clos\",\n", + " # \"dprst_vol_open\",\n", + " # \"dprst_vol_clos_frac\",\n", + " # \"dprst_vol_open_frac\",\n", + " # \"dprst_area_clos\",\n", + " # \"dprst_area_open\",\n", + " # \"dprst_area_clos_max\",\n", + " # \"dprst_area_open_max\",\n", + " \"dprst_sroff_hru\",\n", + " \"dprst_seep_hru\",\n", + " \"dprst_evap_hru\",\n", + " \"dprst_insroff_hru\",\n", + " \"dprst_stor_hru\",\n", + " # \"dprst_stor_hru_old\",\n", + " \"dprst_stor_hru_change\",\n", + "]\n", + "budget_terms[\"outputs\"] = list(set(budget_terms[\"outputs\"]))" ] }, { @@ -538,7 +590,17 @@ "metadata": {}, "outputs": [], "source": [ - "budget_terms = process[0].get_mass_budget_terms()" + "budget_terms = process[0].get_mass_budget_terms()\n", + "budget_terms[\"inputs\"] += [\n", + " \"net_ppt\",\n", + " \"net_rain\",\n", + " \"net_snow\",\n", + " \"pptmix_nopack\",\n", + " \"pk_ice_prev\",\n", + " \"freeh2o_prev\",\n", + " \"newsnow\",\n", + " \"snow_evap\",\n", + "]" ] }, { @@ -548,25 +610,17 @@ "metadata": {}, "outputs": [], "source": [ - "budget_time = np.datetime64(\"1979-08-01T00:00:00\")\n", - "budget_location_inds = [\n", - " 176,\n", - " 341,\n", - " 386,\n", - " 434,\n", - " 494,\n", - " 509,\n", - " 511,\n", - " 580,\n", - " 590,\n", - " 608,\n", - " 609,\n", - " 610,\n", - " 613,\n", - " 651,\n", - " 754,\n", - " 764,\n", + "budget_cases = [\n", + " (\n", + " \"1979-01-11T00:00:00\",\n", + " [0, 1, 2, 3, 4, 5, 6, 9, 10, 11, 12, 13],\n", + " ),\n", "]\n", + "\n", + "case_ind = 0\n", + "budget_time = np.datetime64(budget_cases[case_ind][0])\n", + "budget_location_inds = budget_cases[case_ind][1]\n", + "\n", "budget_comps = {}\n", "for term, vars in budget_terms.items():\n", " print(term)\n", @@ -622,23 +676,42 @@ "metadata": {}, "outputs": [], "source": [ - "print(\"inputs sum: \", inputs.prms.sum().values)\n", - "print(\"outputs sum: \", outputs.prms.sum().values)\n", - "print(\"storage changes sum: \", storage_changes.prms.sum().values)\n", + "ic(budget_location_inds)\n", + "ic(inputs.prms.values)\n", + "ic(outputs.prms.values)\n", + "ic(storage_changes.prms.values)\n", "\n", - "print(\"hru_sroffi: \", bc[\"hru_sroffi\"].prms.sum().values)\n", - "print(\"hru_sroffp: \", bc[\"hru_sroffp\"].prms.sum().values)\n", - "print(\"dprst_sroff_hru: \", bc[\"dprst_sroff_hru\"].prms.sum().values)\n", - "print(\"infil_hru: \", bc[\"infil_hru\"].prms.sum().values)\n", - "print(\"hru_impervevap: \", bc[\"hru_impervevap\"].prms.sum().values)\n", - "print(\"dprst_seep_hru: \", bc[\"dprst_seep_hru\"].prms.sum().values)\n", - "print(\"dprst_evap_hru: \", bc[\"dprst_evap_hru\"].prms.sum().values)\n", + "ic(\"-----------\")\n", "\n", + "ic(bc[\"through_rain\"].pws.values)\n", "\n", - "storage_changes = bc[\"hru_impervstor_change\"] + bc[\"dprst_stor_hru_change\"]\n", + "ic(bc[\"snow_evap\"].prms.values)\n", + "ic(bc[\"hru_impervstor_change\"].prms.values)\n", + "ic(bc[\"hru_impervstor_change\"].pws.values)\n", + "ic(bc[\"dprst_stor_hru_change\"].prms.values)\n", + "ic(bc[\"dprst_stor_hru_change\"].pws.values)\n", + "ic(balance.prms.values)\n", "\n", + "# ic(bc[\"hru_sroffi\"].prms.sum().values)\n", + "# ic(bc[\"hru_sroffp\"].prms.sum().values)\n", + "# ic(bc[\"dprst_sroff_hru\"].prms.sum().values)\n", + "# ic(bc[\"infil_hru\"].prms.sum().values)\n", + "# ic(bc[\"hru_impervevap\"].prms.sum().values)\n", + "# ic(bc[\"dprst_seep_hru\"].prms.sum().values)\n", + "# ic(bc[\"dprst_evap_hru\"].prms.sum().values)\n", "\n", - "balance" + "# ic(storage_changes.prms.values)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63297394-ec68-4645-babb-a46cd6b680bf", + "metadata": {}, + "outputs": [], + "source": [ + "ic((balance - bc[\"through_rain\"]).pws.values)\n", + "ic((balance - bc[\"through_rain\"]).prms.values)" ] }, { @@ -648,7 +721,17 @@ "metadata": {}, "outputs": [], "source": [ - "((balance.pws - balance.prms) < 1.0e-8).all()" + "((balance.pws - balance.prms) < 1.0e-8).all().values" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c3b27604-a410-4e8c-ac77-a136aac554df", + "metadata": {}, + "outputs": [], + "source": [ + "balance.pws.sum()" ] }, { @@ -658,7 +741,13 @@ "metadata": {}, "outputs": [], "source": [ - "bc[\"through_rain\"].pws.values" + "ic(bc[\"through_rain\"].pws.values)\n", + "ic(bc[\"net_rain\"].pws.values)\n", + "ic(bc[\"net_snow\"].pws.values)\n", + "ic(bc[\"net_ppt\"].pws.values)\n", + "ic(bc[\"pptmix_nopack\"].pws.values)\n", + "ic(bc[\"newsnow\"].pws.values)\n", + "ic((bc[\"pk_ice_prev\"].pws.values + bc[\"freeh2o_prev\"].pws.values) < epsilon32)" ] }, { diff --git a/prms_src/prms5.2.1/makelist b/prms_src/prms5.2.1/makelist index 6f9ffa48..b4b0e1e6 100644 --- a/prms_src/prms5.2.1/makelist +++ b/prms_src/prms5.2.1/makelist @@ -37,7 +37,7 @@ endif $(info ----------------) $(info FC is $(FC)) -$(info FC is $(CC)) +$(info CC is $(CC)) $(info DBL_PREC is false) $(info ----------------) $(info ) diff --git a/prms_src/prms5.2.1/makelist_double_precision b/prms_src/prms5.2.1/makelist_double_precision index b45d4f4f..3f7df437 100644 --- a/prms_src/prms5.2.1/makelist_double_precision +++ b/prms_src/prms5.2.1/makelist_double_precision @@ -37,7 +37,7 @@ endif $(info ----------------) $(info FC is $(FC)) -$(info FC is $(CC)) +$(info CC is $(CC)) $(info DBL_PREC is true) $(info ----------------) $(info ) diff --git a/pywatershed/base/budget.py b/pywatershed/base/budget.py index e7afa14e..d8a428e2 100644 --- a/pywatershed/base/budget.py +++ b/pywatershed/base/budget.py @@ -316,9 +316,9 @@ def _calc_unit_balance(self): self._zero_sum = False wh_not_cond = np.where(~cond) msg = ( - "The flux unit balance not equal to the change in unit storage" - f"at time {self.control.current_time} and at the following " - f"locations for {self.description}: {wh_not_cond}" + "The flux unit balance not equal to the change in unit " + f"storage at time {self.control.current_time} and at the " + f"following locations for {self.description}: {wh_not_cond}" ) if self.imbalance_fatal: raise ValueError(msg) diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index a2fb4d3d..314a88a0 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -209,6 +209,7 @@ def get_mass_budget_terms(): return { "inputs": [ # "net_rain", + # "net_snow", "through_rain", "snowmelt", "intcp_changeover", diff --git a/pywatershed/hydrology/prms_snow.py b/pywatershed/hydrology/prms_snow.py index 4a4c3c38..7cc8e9db 100644 --- a/pywatershed/hydrology/prms_snow.py +++ b/pywatershed/hydrology/prms_snow.py @@ -1080,10 +1080,21 @@ def _calculate_numpy( freeh2o_change[:] = freeh2o - freeh2o_prev pk_ice_change[:] = pk_ice - pk_ice_prev - wh_through = ( - ((pk_ice_prev + freeh2o_prev) <= epsilon32) & ~(newsnow == 1) - ) | (pptmix_nopack == 1) - through_rain[:] = np.where(wh_through, net_rain, zero) + nearzero = 1.0e-6 + cond1 = net_ppt > zero + cond2 = pptmix_nopack != 0 + cond3 = snowmelt < nearzero + cond4 = pkwater_equiv < epsilon32 + cond5 = snow_evap < nearzero + cond6 = net_snow < nearzero + # reverse order from the if statements + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond6, net_rain, zero + ) + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond5, net_ppt, through_rain + ) + through_rain[:] = np.where(cond1 & cond2, net_rain, through_rain) return ( ai, diff --git a/test_data/scripts/conftest.py b/test_data/scripts/conftest.py index 1684487e..94b74ae7 100644 --- a/test_data/scripts/conftest.py +++ b/test_data/scripts/conftest.py @@ -80,6 +80,8 @@ def exe(): "through_rain", "pk_ice", "freeh2o", + "hru_impervstor", + "dprst_stor_hru", ] diff --git a/test_data/scripts/test_nc_domains.py b/test_data/scripts/test_nc_domains.py index 307d5f60..ee9be6c3 100644 --- a/test_data/scripts/test_nc_domains.py +++ b/test_data/scripts/test_nc_domains.py @@ -85,11 +85,13 @@ def test_misc_final(misc_nc_final_input): if misc_nc_final_input.name == "through_rain": data_dir = misc_nc_final_input.parent data_vars = [ - "net_rain", - "pk_ice_prev", - "freeh2o_prev", - "newsnow", + "net_ppt", "pptmix_nopack", + "snowmelt", + "pkwater_equiv", + "snow_evap", + "net_snow", + "net_rain", ] data = {} @@ -116,13 +118,26 @@ def test_misc_final(misc_nc_final_input): data[vv] = result - wh_through = ( - ((data["pk_ice_prev"] + data["freeh2o_prev"]) <= epsilon32) - & ~(data["newsnow"] == 1) - ) | (data["pptmix_nopack"] == 1) + nearzero = 1.0e-6 + + cond1 = data["net_ppt"] > zero + cond2 = data["pptmix_nopack"] != 0 + cond3 = data["snowmelt"] < nearzero + cond4 = data["pkwater_equiv"] < epsilon32 + cond5 = data["snow_evap"] < nearzero + cond6 = data["net_snow"] < nearzero - through_rain = data["net_rain"].copy() - through_rain[:] = np.where(wh_through, data["net_rain"], zero) + through_rain = data["net_rain"] * zero + # these are in reverse order + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond6, data["net_rain"], zero + ) + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond5, data["net_ppt"], through_rain + ) + through_rain[:] = np.where( + cond1 & cond2, data["net_rain"], through_rain + ) through_rain.to_dataset(name="through_rain").to_netcdf( misc_nc_final_input.parent / "through_rain.nc" @@ -131,7 +146,12 @@ def test_misc_final(misc_nc_final_input): for vv in data_vars: data[vv].close() - if misc_nc_final_input.name in ["pk_ice", "freeh2o"]: + if misc_nc_final_input.name in [ + "pk_ice", + "freeh2o", + "hru_impervstor", + "dprst_stor_hru", + ]: var_name = misc_nc_final_input.name var_prev_name = f"{var_name}_prev" parent_dir = misc_nc_final_input.parent From 7f57b7e3eac93429ad6a1d655f44546e70e37144 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Wed, 13 Sep 2023 17:14:35 -0600 Subject: [PATCH 11/33] move csv removal to a separate "test" to be run in CI --- .github/workflows/ci.yaml | 5 +++-- autotest/test_preprocess_csv.py | 2 ++ test_data/scripts/test_nc_domains.py | 1 - test_data/scripts/test_remove_csvs.py | 9 +++++++++ 4 files changed, 14 insertions(+), 3 deletions(-) create mode 100644 test_data/scripts/test_remove_csvs.py diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml index ed25a84c..a54fcfa3 100644 --- a/.github/workflows/ci.yaml +++ b/.github/workflows/ci.yaml @@ -179,6 +179,7 @@ jobs: run: | pytest -v -n=auto --durations=0 test_run_domains.py pytest -v -n=auto --durations=0 test_nc_domains.py + pytest -v -n=auto --durations=0 test_remove_csvs.py - name: List all NetCDF files in test_data directory working-directory: test_data @@ -198,13 +199,13 @@ jobs: - name: Upload test results if: always() - uses: actions/upload-artifact@v2 + uses: actions/upload-artifact@v3 with: name: Test results for ${{ runner.os }}-${{ matrix.python-version }} path: ./autotest/pytest.xml - name: Upload code coverage to Codecov - uses: codecov/codecov-action@v2.1.0 + uses: codecov/codecov-action@v3 with: file: ./autotest/coverage.xml # flags: unittests diff --git a/autotest/test_preprocess_csv.py b/autotest/test_preprocess_csv.py index 0364411c..8ce8bfb1 100644 --- a/autotest/test_preprocess_csv.py +++ b/autotest/test_preprocess_csv.py @@ -7,6 +7,8 @@ from pywatershed import CsvFile +# these CSV files are protected from deletion in CI by +# test_data/scripts/test_remove_csvs.py csv_test_vars = ["hru_ppt", "intcp_stor", "potet", "gwres_stor"] diff --git a/test_data/scripts/test_nc_domains.py b/test_data/scripts/test_nc_domains.py index ee9be6c3..cc93e597 100644 --- a/test_data/scripts/test_nc_domains.py +++ b/test_data/scripts/test_nc_domains.py @@ -80,7 +80,6 @@ def test_misc_netcdf(misc_nc_files_input): assert True -@pytest.mark.order(after=["test_misc_netcdf", "test_csv_to_previous_netcdf"]) def test_misc_final(misc_nc_final_input): if misc_nc_final_input.name == "through_rain": data_dir = misc_nc_final_input.parent diff --git a/test_data/scripts/test_remove_csvs.py b/test_data/scripts/test_remove_csvs.py new file mode 100644 index 00000000..30f47144 --- /dev/null +++ b/test_data/scripts/test_remove_csvs.py @@ -0,0 +1,9 @@ +from .conftest import previous_vars + +csvs_to_keep = ["hru_ppt", "intcp_stor", "potet", "gwres_stor"] + + +def test_csv_to_netcdf(csv_files): + print((csvs_to_keep + previous_vars)) + if csv_files.with_suffix("").name not in (csvs_to_keep + previous_vars): + csv_files.unlink() From c152265b8b1e32061483e1a5d9c86660ddf0652b Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 14 Sep 2023 15:41:15 -0600 Subject: [PATCH 12/33] fix merge upstream/develop --- pywatershed/hydrology/prms_runoff.py | 3 +- test_data/scripts/test_nc_domains.py | 49 ++++++++++++++++++---------- 2 files changed, 33 insertions(+), 19 deletions(-) diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index 314a88a0..db7964d9 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -819,10 +819,11 @@ def compute_infil( perv_comp, ): isglacier = False # todo -- hardwired - cascade_active = False hru_flag = 0 if hru_type == LAND or isglacier: hru_flag = 1 + + cascade_active = False if cascade_active: raise Exception("bad bad bad") else: diff --git a/test_data/scripts/test_nc_domains.py b/test_data/scripts/test_nc_domains.py index 6a787e26..626b497f 100644 --- a/test_data/scripts/test_nc_domains.py +++ b/test_data/scripts/test_nc_domains.py @@ -5,7 +5,7 @@ from pywatershed import CsvFile, Soltab from pywatershed.parameters import PrmsParameters -from pywatershed.constants import epsilon64, zero +from pywatershed.constants import epsilon32, zero import pytest import xarray as xr @@ -143,23 +143,36 @@ def final_netcdf_file(tmp_path_factory, simulation) -> Path: data = {} for vv in data_vars: data_file = data_dir / f"{vv}.nc" - result = xr.open_dataset(data_file)[vv] - data[vv] = result - - try: - wh_through = ( - ((data["pk_ice_prev"] + data["freeh2o_prev"]) <= epsilon64) - & ~(data["newsnow"] == 1) - ) | (data["pptmix_nopack"] == 1) - - through_rain = data["net_rain"].copy() - through_rain[:] = np.where(wh_through, data["net_rain"], zero) - through_rain.to_dataset(name="through_rain").to_netcdf(nc_path) - through_rain.close() - assert nc_path.exists() - finally: - for vv in data_vars: - data[vv].close() + data[vv] = xr.open_dataset(data_file)[vv] + + nearzero = 1.0e-6 + + cond1 = data["net_ppt"] > zero + cond2 = data["pptmix_nopack"] != 0 + cond3 = data["snowmelt"] < nearzero + cond4 = data["pkwater_equiv"] < epsilon32 + cond5 = data["snow_evap"] < nearzero + cond6 = data["net_snow"] < nearzero + + through_rain = data["net_rain"] * zero + # these are in reverse order + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond6, data["net_rain"], zero + ) + through_rain[:] = np.where( + cond1 & cond3 & cond4 & cond5, data["net_ppt"], through_rain + ) + through_rain[:] = np.where( + cond1 & cond2, data["net_rain"], through_rain + ) + + through_rain.to_dataset(name="through_rain").to_netcdf( + data_dir / "through_rain.nc" + ) + through_rain.close() + + for vv in data_vars: + data[vv].close() def make_final_netcdf_files(final_netcdf_file): From ddbbe02fe6c27a7bb2412a998a05e5484b40e47f Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 14 Sep 2023 16:01:45 -0600 Subject: [PATCH 13/33] minor runoff fix and simplification --- pywatershed/hydrology/prms_runoff.py | 7 +++---- 1 file changed, 3 insertions(+), 4 deletions(-) diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index db7964d9..3b2d9917 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -616,8 +616,7 @@ def _calculate_numpy( hru_impervevap[i] = 0.0 avail_et = potet[i] - snow_evap[i] - hru_intcpevap[i] - # apparently not used - # availh2o = intcp_changeover[i] + net_rain[i] + availh2o = intcp_changeover[i] + net_rain[i] ( sri, @@ -710,7 +709,7 @@ def _calculate_numpy( dprst_flow_coef=dprst_flow_coef[i], dprst_seep_rate_clos=dprst_seep_rate_clos[i], avail_et=avail_et, - net_rain=net_rain[i], + net_rain=availh2o, # net_rain[i], dprst_in=dprst_in[i], srp=srp, sri=sri, @@ -874,7 +873,7 @@ def compute_infil( avail_water = avail_water + snowmelt infil = infil + snowmelt if hru_flag == 1: - if pkwater_equiv > 0.0 or net_ppt - net_snow < NEARZERO: + if pkwater_equiv > 0.0 or net_rain < NEARZERO: # Pervious area computations infil, srp = check_capacity( soil_moist_prev, From 132994b2c3b307a00563e3c5be821381c9cee53b Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 14 Sep 2023 17:34:49 -0600 Subject: [PATCH 14/33] fix csv removal --- test_data/scripts/test_remove_csvs.py | 5 +---- 1 file changed, 1 insertion(+), 4 deletions(-) diff --git a/test_data/scripts/test_remove_csvs.py b/test_data/scripts/test_remove_csvs.py index 30f47144..743bc9fd 100644 --- a/test_data/scripts/test_remove_csvs.py +++ b/test_data/scripts/test_remove_csvs.py @@ -1,9 +1,6 @@ -from .conftest import previous_vars - csvs_to_keep = ["hru_ppt", "intcp_stor", "potet", "gwres_stor"] def test_csv_to_netcdf(csv_files): - print((csvs_to_keep + previous_vars)) - if csv_files.with_suffix("").name not in (csvs_to_keep + previous_vars): + if csv_files.with_suffix("").name not in (csvs_to_keep): csv_files.unlink() From 53646742f8dedf25576028e88f7c0580389791b3 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 14 Sep 2023 17:59:14 -0600 Subject: [PATCH 15/33] fix ur fixture --- test_data/scripts/test_remove_csvs.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/test_data/scripts/test_remove_csvs.py b/test_data/scripts/test_remove_csvs.py index 743bc9fd..86a139e9 100644 --- a/test_data/scripts/test_remove_csvs.py +++ b/test_data/scripts/test_remove_csvs.py @@ -1,6 +1,6 @@ csvs_to_keep = ["hru_ppt", "intcp_stor", "potet", "gwres_stor"] -def test_csv_to_netcdf(csv_files): - if csv_files.with_suffix("").name not in (csvs_to_keep): - csv_files.unlink() +def test_csv_to_netcdf(csv_file): + if csv_file.with_suffix("").name not in (csvs_to_keep): + csv_file.unlink() From 4f4078a8f69b0eb3fe7d59b988cfcd47f0ca8910 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Fri, 15 Sep 2023 11:29:54 -0600 Subject: [PATCH 16/33] enough with through_rain for the moment --- pywatershed/hydrology/prms_runoff.py | 69 +++++++++++++++++++++------- 1 file changed, 52 insertions(+), 17 deletions(-) diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index 3b2d9917..b2485100 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -7,7 +7,14 @@ from ..base.adapter import adaptable from ..base.conservative_process import ConservativeProcess from ..base.control import Control -from ..constants import HruType, nan, numba_num_threads, zero +from ..constants import ( + HruType, + nan, + numba_num_threads, + zero, + epsilon32, + epsilon64, +) from ..parameters import Parameters NEARZERO = 1.0e-6 @@ -25,6 +32,8 @@ LAND = HruType.LAND.value LAKE = HruType.LAKE.value +# TODO: using through_rain and not net_rain and net_ppt is a WIP + class PRMSRunoff(ConservativeProcess): """PRMS surface runoff. @@ -501,6 +510,7 @@ def _calculate(self, time_length, vectorized=False): compute_infil=self.compute_infil, dprst_comp=self.dprst_comp, imperv_et=self.imperv_et, + through_rain=self.through_rain, ) self.infil_hru[:] = self.infil * self.hru_frac_perv @@ -587,10 +597,8 @@ def _calculate_numpy( compute_infil, dprst_comp, imperv_et, + through_rain, ): - # move towards replacing net_rain and other variables. - # self.net_rain[:] = self.through_rain - dprst_chk = 0 infil[:] = 0.0 for k in prange(nhru): @@ -648,6 +656,7 @@ def _calculate_numpy( srp=srp, check_capacity=check_capacity, perv_comp=perv_comp, + through_rain=through_rain[i], ) dprst_flag = ACTIVE # cdl todo: hardwired @@ -709,7 +718,7 @@ def _calculate_numpy( dprst_flow_coef=dprst_flow_coef[i], dprst_seep_rate_clos=dprst_seep_rate_clos[i], avail_et=avail_et, - net_rain=availh2o, # net_rain[i], + net_rain=availh2o, dprst_in=dprst_in[i], srp=srp, sri=sri, @@ -816,6 +825,7 @@ def compute_infil( srp, check_capacity, perv_comp, + through_rain, ): isglacier = False # todo -- hardwired hru_flag = 0 @@ -847,17 +857,21 @@ def compute_infil( # if rain/snow event with no antecedent snowpack, # compute the runoff from the rain first and then proceed with the # snowmelt computations - if pptmix_nopack == ACTIVE: - avail_water = avail_water + net_rain - infil = infil + net_rain + double_counting = 0 + cond2 = pptmix_nopack != 0 + # if pptmix_nopack == ACTIVE: + if cond2: + double_counting += 1 + avail_water = avail_water + through_rain + infil = infil + through_rain if hru_flag == 1: infil, srp, contrib_fraction = perv_comp( soil_moist_prev, carea_max, smidx_coef, smidx_exp, - net_rain, - net_rain, + through_rain, + through_rain, infil, srp, ) @@ -867,13 +881,19 @@ def compute_infil( # procedure is used. If there is no snowpack and no precip, # then check for melt from last of snowpack. If rain/snow mix # with no antecedent snowpack, compute snowmelt portion of runoff. + cond3 = snowmelt < NEARZERO + cond4 = pkwater_equiv < epsilon64 + cond1 = net_ppt > zero + cond6 = net_snow < NEARZERO + if snowmelt > 0.0: + # if not cond3: # this results in less precision accuracy # There was no snowmelt but a snowpack may exist. If there is # no snowpack then check for rain on a snowfree HRU. avail_water = avail_water + snowmelt infil = infil + snowmelt if hru_flag == 1: - if pkwater_equiv > 0.0 or net_rain < NEARZERO: + if (pkwater_equiv > 0.0) or (net_rain < NEARZERO): # Pervious area computations infil, srp = check_capacity( soil_moist_prev, @@ -884,6 +904,11 @@ def compute_infil( ) else: # Snowmelt occurred and depleted the snowpack + # this frequently gets counted along with pptmix_nopack + double_counting += 1 + if double_counting > 1: + print("snowmelt") + infil, srp, contrib_fraction = perv_comp( soil_moist_prev, carea_max, @@ -895,20 +920,27 @@ def compute_infil( srp, ) - elif pkwater_equiv < DNEARZERO: + # elif pkwater_equiv < DNEARZERO: + elif cond4: # If no snowmelt and no snowpack but there was net snow then # snowpack was small and was lost to sublimation. - if net_snow < NEARZERO and net_rain > 0.0: - avail_water = avail_water + net_rain - infil = infil + net_rain + # if net_snow < NEARZERO and net_rain > 0.0: + if cond6 and through_rain > 0.0: + # cond3 & cond4 & cond6 & cond1 + # this is through_rain's top/most narrow case + avail_water = avail_water + through_rain + infil = infil + through_rain + double_counting += 1 + if double_counting > 1: + print("cond4") if hru_flag == 1: infil, srp, contrib_fraction = perv_comp( soil_moist_prev, carea_max, smidx_coef, smidx_exp, - net_rain, - net_rain, + through_rain, + through_rain, infil, srp, ) @@ -926,6 +958,9 @@ def compute_infil( srp, ) + # if double_counting > 1: + # assert False + if hruarea_imperv > 0.0: imperv_stor = imperv_stor + avail_water if hru_flag == 1: From 58fa0241e45ddd30095f8afd46b9acc77620bcab Mon Sep 17 00:00:00 2001 From: James McCreight Date: Tue, 19 Sep 2023 10:16:46 -0600 Subject: [PATCH 17/33] snow mass fixes] --- prms_src/prms5.2.1/prms/snowcomp.f90 | 10 +- pywatershed/base/control.py | 18 +- pywatershed/hydrology/prms_snow.py | 353 +++++++++++++++------------ pywatershed/utils/time_utils.py | 19 +- test_data/common/control.multi_hru | 7 +- test_data/common/control.single_hru | 7 +- test_data/drb_2yr/control.test | 7 +- test_data/hru_1/control.test | 7 +- test_data/ucb_2yr/control.test | 7 +- 9 files changed, 246 insertions(+), 189 deletions(-) diff --git a/prms_src/prms5.2.1/prms/snowcomp.f90 b/prms_src/prms5.2.1/prms/snowcomp.f90 index fad3cf19..d9ff2c8f 100644 --- a/prms_src/prms5.2.1/prms/snowcomp.f90 +++ b/prms_src/prms5.2.1/prms/snowcomp.f90 @@ -1435,7 +1435,8 @@ INTEGER FUNCTION snorun() ENDIF ENDIF - ENDIF + ENDIF ! ends iff statement between steps 3 and 4 about 265 lines above + ! LAST check to clear out all arrays if packwater is gone IF ( Pkwater_equiv(i)<=0.0D0 ) THEN @@ -2613,17 +2614,22 @@ SUBROUTINE snowevap(Potet_sublim, Potet, Snowcov_area, Snow_evap, & Pkwater_equiv = Pkwater_equiv - ez Snow_evap = ez ENDIF + IF ( Snow_evap<0.0 ) THEN Pkwater_equiv = Pkwater_equiv - DBLE(Snow_evap) + IF ( Pkwater_equiv<0.0D0 ) THEN IF ( Print_debug>DEBUG_less ) THEN IF ( Pkwater_equiv<-DNEARZERO ) & & PRINT *, 'snowpack issue, negative pkwater_equiv in snowevap', Pkwater_equiv - Pkwater_equiv = 0.0D0 + Pkwater_equiv = 0.0D0 ! JLM: this is INSIDE a debug statement? will change the answers + ! is this in the originial source ENDIF ENDIF + Snow_evap = 0.0 ENDIF + avail_et = Potet - Hru_intcpevap - Snow_evap IF ( avail_et<0.0 ) THEN ! PRINT *, 'snow evap', snow_evap, avail_et, pkwater_equiv diff --git a/pywatershed/base/control.py b/pywatershed/base/control.py index d99f80b4..3f3730cf 100644 --- a/pywatershed/base/control.py +++ b/pywatershed/base/control.py @@ -108,19 +108,19 @@ def current_year(self): return datetime_year(self._current_time) @property - def current_month(self): - """Get the current month.""" - return datetime_month(self._current_time) + def current_month(self, zero_based: bool = False): + """Get the current month in 1-12 (unless zero based).""" + return datetime_month(self._current_time, zero_based=zero_based) @property - def current_doy(self): - """Get the current day of year.""" - return datetime_doy(self._current_time) + def current_doy(self, zero_based: bool = False): + """Get the current day of year in 1-366 (unless zero based).""" + return datetime_doy(self._current_time, zero_based=zero_based) @property - def current_dowy(self): - """Get the current day of water year.""" - return datetime_dowy(self._current_time) + def current_dowy(self, zero_based: bool = False): + """Get the current day of water year in 1-366 (unless zero-based).""" + return datetime_dowy(self._current_time, zero_based=zero_based) @property def current_epiweek(self): diff --git a/pywatershed/hydrology/prms_snow.py b/pywatershed/hydrology/prms_snow.py index 7cc8e9db..c197b6e2 100644 --- a/pywatershed/hydrology/prms_snow.py +++ b/pywatershed/hydrology/prms_snow.py @@ -64,6 +64,7 @@ maxalb = 15 ONETHIRD = 1.0 / 3.0 +tiny_snowpack = 1.0e-12 tcind = 0 @@ -697,22 +698,24 @@ def _calculate_numpy( # cals = zero # JLM this is unnecessary. - # newsnow - newsnow[:] = False - net_snow_gt_zero = net_snow > zero - wh_net_snow_gt_zero = np.where(net_snow_gt_zero) - newsnow[wh_net_snow_gt_zero] = True + # newsnow is a doganostic for prms_snow, so it lives here + newsnow = np.where(net_snow > zero, True, False) - # default assumption - pptmix_nopack[:] = False + # JLM TODO: there's a conditional here we dont have + # in fotran trd is scalar and the RHS terms are vector? + trd = orad_hru / soltab_horad_potsw + + frac_swe[:] = zero + pk_precip[:] = zero # [inches] + snowmelt[:] = zero # [inches] + snow_evap[:] = zero # [inches] + tcal[:] = zero + ai[:] = zero for jj in prange(nhru): if hru_type[jj] == HruType.LAKE.value: continue - # < - trd = orad_hru[jj] / soltab_horad_potsw[jj] - # If it's the first julian day of the water year, several # variables need to be reset: # - reset the previous snow water eqivalent plus new snow to 0 @@ -733,15 +736,8 @@ def _calculate_numpy( # TIME PERIOD # ************************************************************** - # By default, the precipitation added to snowpack, snowmelt, - # and snow evaporation are 0. - # JLM: this could happen outside the loop - pk_precip[jj] = zero # [inches] - snowmelt[jj] = zero # [inches] - snow_evap[jj] = zero # [inches] - frac_swe[jj] = zero - ai[jj] = zero - tcal[jj] = zero + # default assumption + pptmix_nopack[jj] = False # If the day of the water year is beyond the forced melt day # indicated by the parameter, then set the flag indicating melt @@ -764,20 +760,15 @@ def _calculate_numpy( # print(f"pk_ice 0 : {pk_ice[dbgind]}") # print(f"tcal 0 : {tcal[dbgind]}") - if pkwater_equiv[jj] < epsilon64: - # No existing snowpack - if not newsnow[jj]: - # Skip the HRU if there is no snowpack and no new snow - # Reset to be sure it is zero if snowpack melted on last - # timestep. - snowcov_area[jj] = zero - continue - else: - # We ahave new snow; the initial snow-covered area is - # complete (1) - # JLM: why set this here? just for the case of no existing - # snow? This might be removable. - snowcov_area[jj] = one # [fraction of area] + if (pkwater_equiv[jj] < epsilon64) and (newsnow[jj] == 0): + # Skip the HRU if there is no snowpack and no new snow + # Reset to be sure it is zero if snowpack melted on last + # timestep. + snowcov_area[jj] = zero + continue + + if newsnow[jj] and (pkwater_equiv[jj] < epsilon64): + snowcov_area[jj] = one # << # HRU STEP 1 - DEAL WITH PRECIPITATION AND ITS EFFECT ON THE WATER @@ -785,6 +776,7 @@ def _calculate_numpy( # **************************************************************** month_ind = current_month - 1 + # PRMS conditonal moved inside function ( freeh2o[jj], iasw[jj], @@ -906,13 +898,16 @@ def _calculate_numpy( # ) # print(f"tcal 3 : {tcal[dbgind]}") + if pkwater_equiv[jj] > zero: # HRU STEP 4 - DETERMINE RADIATION FLUXES AND SNOWPACK # STATES NECESSARY FOR ENERGY BALANCE # ********************************************************** ( freeh2o[jj], + iasw[jj], iso[jj], lso[jj], + mso[jj], pk_def[jj], pk_den[jj], pk_depth[jj], @@ -921,8 +916,9 @@ def _calculate_numpy( pkwater_equiv[jj], pss[jj], tcal[jj], + snowmelt[jj], ) = calc_step_4( - trd, + trd[jj], calc_calin=calc_calin, calc_caloss=calc_caloss, calc_snowbal=calc_snowbal, @@ -1035,13 +1031,13 @@ def _calculate_numpy( # insufficient to reset albedo, then reduce the cumulative # new snow by the amount melted during the period (but # don't let it be negative). - if lst[jj]: + if lst[jj] > 0: snsv[jj] = snsv[jj] - snowmelt[jj] if snsv[jj] < zero: snsv[jj] = zero - # <<<< + # <<<< The if starting between steps 3 & 4 ends here # LAST check to clear out all arrays if packwater is gone if pkwater_equiv[jj] <= zero: # if verbose: @@ -1073,8 +1069,10 @@ def _calculate_numpy( snowcov_areasv[jj] = zero # rsr, not in original code ai[jj] = zero frac_swe[jj] = zero + scrv[jj] = zero + pksv[jj] = zero - # << + # << end of space loop and previous if pkwater_equiv_change[:] = pkwater_equiv - pkwater_ante freeh2o_change[:] = freeh2o - freeh2o_prev @@ -1214,10 +1212,10 @@ def _calc_ppt_to_pack( snowmelt, ) - caln = zero - calpr = zero - calps = zero - pndz = zero + # caln = zero + # calpr = zero + # calps = zero + # pndz = zero tsnow = tavgc # [degrees C] @@ -1586,16 +1584,6 @@ def _calc_calin( pk_def = pk_def - cal # [cal/cm^2] pk_temp = -1 * pk_def / (pkwater_equiv * 1.27) # [degrees C] - elif abs(dif) < epsilon32: - # JLM: I moved this from an else at the bottom to this - # point in the conditional chain. - # JLM: The test had been equality with zero, changed to - # less than epsilon32. - # (2) Just enough heat to overcome heat deficit - # Set temperature and heat deficit to zero. the pack is "ripe" - pk_temp = zero # [degrees C] - pk_def = zero # [cal/cm^2] - elif dif > zero: # (3) More than enough heat to overcome heat deficit (melt ice)... # Calculate the potential amount of snowmelt from excess heat in @@ -1712,6 +1700,17 @@ def _calc_calin( pss = pkwater_equiv # [inches] # <<< + else: # abs(dif) < epsilon64: + # JLM: The test had been equality with zero, changed to + # less than epsilon64. + # (2) Just enough heat to overcome heat deficit + # Set temperature and heat deficit to zero. the pack is "ripe" + pk_temp = zero # [degrees C] + pk_def = zero # [cal/cm^2] + + if not (pkwater_equiv > zero): + pk_den = zero + return ( freeh2o, iasw, @@ -1865,10 +1864,11 @@ def _calc_snowcov( # < # Calculate the ratio of the current packwater equivalent to the # maximum packwater equivalent for the given snowpack. - if ai == zero: - frac_swe = zero - else: + if ai > epsilon64: frac_swe = pkwater_equiv / ai # [fraction] + frac_swe = min(one, frac_swe) + else: + frac_swe = zero # < # There are 3 potential conditions for the snow area curve: @@ -2215,7 +2215,6 @@ def _calc_snalbedo( # reset the albedo. # Reset the albedo states. slst = zero # [days] - # lst = 0 # [flag] lst = False # [flag] snsv = zero # [inches] @@ -2246,7 +2245,7 @@ def _calc_snalbedo( # threshold. # 4 options below (if-then, elseif, elseif, else) - if pptmix < one: + if pptmix == 0: # (3.1) This is not a mixed event... # During the accumulation season, the threshold for resetting # the albedo does not apply if there is a snow-only event. @@ -2450,12 +2449,6 @@ def _calc_step_4( # Save the current value of emissivity esv = emis # [fraction of radiation] - # The incoming shortwave radiation is the HRU radiation adjusted by the - # albedo (some is reflected back into the atmoshphere) and the - # transmission coefficient (some is intercepted by the winter - # vegetative canopy) - swn = swrad * (one - albedo) * rad_trncf # [cal/cm^2] or [Langleys] - # Set the convection-condensation for a half-day interval cec = cecn_coef * 0.5 # [cal/(cm^2 degC)] or [Langleys/degC] @@ -2465,49 +2458,6 @@ def _calc_step_4( # RSR: cov_type==4 is valid for trees (coniferous) cec = cec * 0.5 # [cal/(cm^2 degC)] or [Langleys/degC] - # < - # Calculate the new snow depth (Riley et al. 1973) - # RSR: the following 3 lines of code were developed by Rob Payn, - # on 7/10/2013 - # The snow depth depends on the previous snow pack water equivalent - # plus the current net snow. - pss = pss + net_snow # [inches] - dpt_before_settle = pk_depth + net_snow * deninv - dpt1 = dpt_before_settle + settle_const * ( - (pss * denmaxinv) - dpt_before_settle - ) - - # RAPCOMMENT - CHANGED TO THE APPROPRIATE FINITE DIFFERENCE - # APPROXIMATION OF SNOW DEPTH - # JLM: pk_depth is prognostic here - pk_depth = dpt1 # [inches] - - # Calculate the snowpack density - if dpt1 > zero: - pk_den = pkwater_equiv / dpt1 - else: - pk_den = zero # [inch water equiv / inch depth] - - # < - # The effective thermal conductivity is approximated (empirically) - # as zero077 times (snowpack density)^2 [cal / (sec g degC)] Therefore, - # the effective conductivity term (inside the square root) in the - # equation for conductive heat exchange can be calculated as follows: - # (zero077 * pk_den^2) / (pk_den * 0.5) - # where 0.5 is the specific heat of ice [cal / (g degC)] - # this simplifies to the following - effk = 0.0154 * pk_den # [unitless] - - # 13751 is the number of seconds in 12 hours over pi - # So for a half day, to calculate the conductive heat exchange per cm - # of snow per cm^2 area per degree temperature difference is the - # following - # In effect, multiplying cst times the temperature gradient gives the - # heatexchange by heat conducted (calories) per square cm of snowpack - cst = pk_den * ( - np.sqrt(effk * 13751.0) - ) # [cal/(cm^2 degC)] or [Langleys / degC] - # Check whether to force spring melt # Spring melt is forced if time is before the melt-force day and after # the melt-look day (parameters). If between these dates, the spring @@ -2550,75 +2500,140 @@ def _calc_step_4( # Set the flag indicating night time niteda = 1 # [flag] - # No shortwave (solar) radiation at night. - sw = zero # [cal / cm^2] or [Langleys] - # Temperature is halfway between the minimum and average temperature # for the day. temp = (tminc + tavgc) * 0.5 - # Track total heat flux from both night and day periods + if pkwater_equiv > zero: + # The incoming shortwave radiation is the HRU radiation adjusted by + # the albedo (some is reflected back into the atmoshphere) and the + # transmission coefficient (some is intercepted by the winter + # vegetative canopy) + # JLM: this is out or order 9/18/23 + swn = ( + swrad * (one - albedo) * rad_trncf + ) # [cal/cm^2] or [Langleys] + + # Calculate the new snow depth (Riley et al. 1973) + # RSR: the following 3 lines of code were developed by Rob Payn, + # on 7/10/2013 + # The snow depth depends on the previous snow pack water equivalent + # plus the current net snow. + pss = pss + net_snow # [inches] + # deninv is the inverse of den_init + dpt_before_settle = pk_depth + net_snow * deninv + dpt1 = dpt_before_settle + settle_const * ( + (pss * denmaxinv) - dpt_before_settle + ) - # Calculate the night time energy balance - ( - tcal, - freeh2o, - pk_def, - pk_ice, - pk_temp, - pkwater_equiv, - ) = calc_snowbal( - niteda=niteda, - cec=cec, - cst=cst, - esv=esv, - sw=sw, - temp=temp, - trd=trd, - calc_calin=calc_calin, - calc_caloss=calc_caloss, - canopy_covden=canopy_covden, - den_max=den_max, - denmaxinv=denmaxinv, - emis_noppt=emis_noppt, - freeh2o=freeh2o, - freeh2o_cap=freeh2o_cap, - hru_ppt=hru_ppt, - iasw=iasw, - pk_def=pk_def, - pk_den=pk_den, - pk_depth=pk_depth, - pk_ice=pk_ice, - pk_temp=pk_temp, - pkwater_equiv=pkwater_equiv, - pss=pss, - pst=pst, - snowcov_area=snowcov_area, - snowmelt=snowmelt, - tcal=tcal, - tstorm_mo=tstorm_mo, - ) + # RAPCOMMENT - CHANGED TO THE APPROPRIATE FINITE DIFFERENCE + # APPROXIMATION OF SNOW DEPTH + # JLM: pk_depth is prognostic here + pk_depth = dpt1 # [inches] + + # Calculate the snowpack density + if dpt1 > zero: + pk_den = pkwater_equiv / dpt1 + else: + pk_den = zero # [inch water equiv / inch depth] + + # < + # The effective thermal conductivity is approximated (empirically) + # as zero077 times (snowpack density)^2 [cal / (sec g degC)] Therefore, + # the effective conductivity term (inside the square root) in the + # equation for conductive heat exchange can be calculated as follows: + # (zero077 * pk_den^2) / (pk_den * 0.5) + # where 0.5 is the specific heat of ice [cal / (g degC)] + # this simplifies to the following + effk = 0.0154 * pk_den # [unitless] + + # 13751 is the number of seconds in 12 hours over pi + # So for a half day, to calculate the conductive heat exchange per cm + # of snow per cm^2 area per degree temperature difference is the + # following + # In effect, multiplying cst times the temperature gradient gives the + # heatexchange by heat conducted (calories) per square cm of snowpack + cst = pk_den * ( + np.sqrt(effk * 13751.0) + ) # [cal/(cm^2 degC)] or [Langleys / degC] + + # No shortwave (solar) radiation at night. + sw = zero # [cal / cm^2] or [Langleys] + + # Calculate the night time energy balance + ( + tcal, + freeh2o, + iasw, + pk_def, + pk_den, + pk_ice, + pk_depth, + pk_temp, + pss, + pst, + snowmelt, + pkwater_equiv, + ) = calc_snowbal( + niteda=niteda, + cec=cec, + cst=cst, + esv=esv, + sw=sw, + temp=temp, + trd=trd, + calc_calin=calc_calin, + calc_caloss=calc_caloss, + canopy_covden=canopy_covden, + den_max=den_max, + denmaxinv=denmaxinv, + emis_noppt=emis_noppt, + freeh2o=freeh2o, + freeh2o_cap=freeh2o_cap, + hru_ppt=hru_ppt, + iasw=iasw, + pk_def=pk_def, + pk_den=pk_den, + pk_depth=pk_depth, + pk_ice=pk_ice, + pk_temp=pk_temp, + pkwater_equiv=pkwater_equiv, + pss=pss, + pst=pst, + snowcov_area=snowcov_area, + snowmelt=snowmelt, + tcal=tcal, + tstorm_mo=tstorm_mo, + ) + # tcal set directly by calc_snowbal above [cal/cm^2] or [Langleys] - # [cal/cm^2] or [Langleys] + # < + # iswn = zero on ly a glacier variable # Compute energy balance for day period (if the snowpack still exists) # THIS SHOULD HAPPEN IN SNOBAL - if pkwater_equiv > zero: - # Set the flag indicating daytime - niteda = 2 # [flag] + # Set the flag indicating daytime + niteda = 2 # [flag] + # Temperature is halfway between the maximum and average + # temperature for the day. + temp = (tmaxc + tavgc) * 0.5 # [degrees C] + if pkwater_equiv > zero: # Set shortwave radiation as calculated earlier sw = swn # [cal/cm^2] or [Langleys] - # Temperature is halfway between the maximum and average - # temperature for the day. - temp = (tmaxc + tavgc) * 0.5 # [degrees C] ( cals, freeh2o, + iasw, pk_def, + pk_den, pk_ice, + pk_depth, pk_temp, + pss, + pst, + snowmelt, pkwater_equiv, ) = calc_snowbal( niteda=niteda, @@ -2658,8 +2673,10 @@ def _calc_step_4( # < return ( freeh2o, + iasw, iso, lso, + mso, pk_def, pk_den, pk_depth, @@ -2668,6 +2685,7 @@ def _calc_step_4( pkwater_equiv, pss, tcal, + snowmelt, ) @staticmethod @@ -2843,9 +2861,15 @@ def _calc_snowbal( return ( cal, freeh2o, + iasw, pk_def, + pk_den, pk_ice, + pk_depth, pk_temp, + pss, + pst, + snowmelt, pkwater_equiv, ) @@ -3014,9 +3038,15 @@ def _calc_snowbal( return ( cal, freeh2o, + iasw, pk_def, + pk_den, pk_ice, + pk_depth, pk_temp, + pss, + pst, + snowmelt, pkwater_equiv, ) @@ -3059,8 +3089,6 @@ def _calc_snowevap( # Set the evaporation to the pack water equivalent and set all # snowpack # variables to no-snowpack values. - snow_evap = pkwater_equiv # [inches] - snow_evap = pkwater_equiv # [inches] pkwater_equiv = zero # [inches] pk_ice = zero # [inches] @@ -3106,8 +3134,10 @@ def _calc_snowevap( # f"snowevap: {pkwater_equiv}" # ) # # << - - pkwater_equiv = zero + # zero of pkwater_equiv is inside a debug statement that + # is dosent seem to be triggered in test runs + # pkwater_equiv = zero + pass # < snow_evap = zero @@ -3125,12 +3155,11 @@ def _calc_snowevap( # if verbose: # if pkwater_equiv < -epsilon64: # print( - # "snowpack issue 2, negative pkwater_equiv in " + # "snowpack issue 2, negative pkwater_equiv in" # f"snowevap: {pkwater_equiv}" # ) # # << - - # To be sure negative snowpack is ignored + # This zero of pkwater IS NOT in the debug statement pkwater_equiv = zero # < diff --git a/pywatershed/utils/time_utils.py b/pywatershed/utils/time_utils.py index 87581b90..dda65c45 100644 --- a/pywatershed/utils/time_utils.py +++ b/pywatershed/utils/time_utils.py @@ -18,27 +18,34 @@ def datetime_year(dt64: np.datetime64) -> int: return dt64.astype("datetime64[Y]").astype(int) + 1970 -def datetime_month(dt64: np.datetime64) -> int: +def datetime_month(dt64: np.datetime64, zero_based=False) -> int: """Get the month from np.datetime64""" - return dt64.astype("datetime64[M]").astype(int) % 12 + 1 + return dt64.astype("datetime64[M]").astype(int) % 12 + _offset(zero_based) -def datetime_doy(dt64: np.datetime64) -> int: +def datetime_doy(dt64: np.datetime64, zero_based=False) -> int: """Get day of year from np.datetime64""" return (dt64 - dt64.astype("datetime64[Y]")).astype( "timedelta64[D]" - ).astype(int) + 1 + ).astype(int) + _offset(zero_based) -def datetime_dowy(dt64: np.datetime64) -> int: +def datetime_dowy(dt64: np.datetime64, zero_based=False) -> int: """Get day of water year from np.datetime64""" year_start = datetime_year(dt64) if datetime_month(dt64) < 10: year_start -= 1 diff = dt64 - np.datetime64(f"{year_start}-10-01") - return diff.astype("timedelta64[D]").astype(int) + return diff.astype("timedelta64[D]").astype(int) + _offset(zero_based) def datetime_epiweek(dt64: np.datetime64) -> int: """Get CDC eipweek [1, 53] from np.datetime64""" return ew.Week.fromdate(dt64_to_dt(dt64)).week + + +def _offset(zero_based: bool): + if zero_based: + return 0 + else: + return 1 diff --git a/test_data/common/control.multi_hru b/test_data/common/control.multi_hru index 9cea95fa..f29a2b2b 100644 --- a/test_data/common/control.multi_hru +++ b/test_data/common/control.multi_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -80 +83 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -80 +83 4 albedo cap_infil_tot @@ -289,6 +289,9 @@ net_snow newsnow orad_hru perv_actet +pk_def +pk_den +pk_depth pk_ice pk_temp pkwater_ante diff --git a/test_data/common/control.single_hru b/test_data/common/control.single_hru index 7ccac38d..39252644 100644 --- a/test_data/common/control.single_hru +++ b/test_data/common/control.single_hru @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -78 +81 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 5 #### nhruOutVar_names -78 +81 4 albedo cap_infil_tot @@ -289,6 +289,9 @@ net_snow newsnow orad_hru perv_actet +pk_def +pk_den +pk_depth pk_ice pk_temp pkwater_ante diff --git a/test_data/drb_2yr/control.test b/test_data/drb_2yr/control.test index 9cea95fa..f29a2b2b 100644 --- a/test_data/drb_2yr/control.test +++ b/test_data/drb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -80 +83 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -80 +83 4 albedo cap_infil_tot @@ -289,6 +289,9 @@ net_snow newsnow orad_hru perv_actet +pk_def +pk_den +pk_depth pk_ice pk_temp pkwater_ante diff --git a/test_data/hru_1/control.test b/test_data/hru_1/control.test index 7ccac38d..39252644 100644 --- a/test_data/hru_1/control.test +++ b/test_data/hru_1/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -78 +81 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 5 #### nhruOutVar_names -78 +81 4 albedo cap_infil_tot @@ -289,6 +289,9 @@ net_snow newsnow orad_hru perv_actet +pk_def +pk_den +pk_depth pk_ice pk_temp pkwater_ante diff --git a/test_data/ucb_2yr/control.test b/test_data/ucb_2yr/control.test index 9cea95fa..f29a2b2b 100644 --- a/test_data/ucb_2yr/control.test +++ b/test_data/ucb_2yr/control.test @@ -238,7 +238,7 @@ nhruOutON_OFF nhruOutVars 1 1 -80 +83 #### nhruOut_freq 1 @@ -251,7 +251,7 @@ nhruOut_format 4 #### nhruOutVar_names -80 +83 4 albedo cap_infil_tot @@ -289,6 +289,9 @@ net_snow newsnow orad_hru perv_actet +pk_def +pk_den +pk_depth pk_ice pk_temp pkwater_ante From 02369afe3c61cde50f3c58661f703676ffcca277 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Tue, 19 Sep 2023 10:17:11 -0600 Subject: [PATCH 18/33] snow and runoff fixes notebooks --- examples/runoff_errors.ipynb | 19 ++- examples/snow_errors.ipynb | 243 +++++++++++++++++++++++++---------- 2 files changed, 185 insertions(+), 77 deletions(-) diff --git a/examples/runoff_errors.ipynb b/examples/runoff_errors.ipynb index 9cbaa8f8..c49d5172 100644 --- a/examples/runoff_errors.ipynb +++ b/examples/runoff_errors.ipynb @@ -67,10 +67,7 @@ "domain_name = \"drb_2yr\"\n", "\n", "nb_output_dir = pl.Path(\"./runoff_errors\")\n", - "\n", - "skip_if_exists_prms_mixed = True\n", - "skip_if_exists_prms_double = True\n", - "skip_if_exists_pws = True" + "\n" ] }, { @@ -121,19 +118,14 @@ " import subprocess\n", "\n", " from pywatershed import CsvFile, Soltab\n", - "\n", " from pywatershed.parameters import PrmsParameters\n", "\n", - " params = pws.parameters.PrmsParameters.load(\n", - " domain_dir / \"myparam.param\"\n", - " ).parameters\n", - "\n", " if skip_if_exists and run_dir.exists():\n", " print(\n", " f\"Run ({run_dir}) already exists and skip_if_exists=True. Using existing run.\"\n", " )\n", " return None\n", - "\n", + " \n", " run_dir.mkdir() # must not exist, on user to delete\n", " copy2(binary, run_dir / binary.name)\n", " for ff in [\n", @@ -159,6 +151,11 @@ " cwd=run_dir,\n", " )\n", "\n", + " # these will be useful in what follows \n", + " params = pws.parameters.PrmsParameters.load(\n", + " domain_dir / \"myparam.param\"\n", + " ).parameters\n", + " \n", " # convert to netcdf\n", " # could make these arguments\n", " chunking = {\n", @@ -327,7 +324,7 @@ "output_dir = pws_run_dir / \"output\"\n", "control.options = control.options | {\n", " \"input_dir\": input_dir,\n", - " \"budget_type\": \"warn\",\n", + " \"budget_type\": \"error\",\n", " \"calc_method\": \"numpy\",\n", " \"netcdf_output_dir\": output_dir,\n", "}\n", diff --git a/examples/snow_errors.ipynb b/examples/snow_errors.ipynb index c4b25fe5..35acfec3 100644 --- a/examples/snow_errors.ipynb +++ b/examples/snow_errors.ipynb @@ -49,6 +49,7 @@ "from shutil import rmtree, copy2\n", "\n", "import hvplot.xarray # noqa\n", + "from icecream import ic\n", "from IPython.display import display\n", "import numpy as np\n", "import pywatershed as pws\n", @@ -62,11 +63,29 @@ "metadata": {}, "outputs": [], "source": [ - "domain_name = \"drb_2yr\"\n", + "domain_name = \"ucb_2yr\"\n", + "\n", + "nb_output_dir = pl.Path(\"./snow_errors\")\n", + "\n", + "skip_if_exists_prms_mixed = True\n", + "skip_if_exists_prms_double = True\n", + "skip_if_exists_pws = True" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6f807cf6-f982-4b5a-91eb-89294bf1c08e", + "metadata": {}, + "outputs": [], + "source": [ "pws_root = pws.constants.__pywatershed_root__\n", "domain_dir = pws_root / f\"../test_data/{domain_name}\"\n", - "nb_output_dir = pl.Path(\"./snow_errors\")\n", - "nb_output_dir.mkdir(exist_ok=True)" + "nb_output_dir.mkdir(exist_ok=True)\n", + "\n", + "zero = pws.constants.zero\n", + "epsilon64 = pws.constants.epsilon64\n", + "epsilon32 = pws.constants.epsilon32" ] }, { @@ -84,9 +103,9 @@ "metadata": {}, "outputs": [], "source": [ - "bin_dir = pws_root / \"../prms_src/prms5.2.1/bin/\"\n", - "bin_mixed = bin_dir / \"prms_521_mixed_mac_m1_intel\"\n", - "bin_double = bin_dir / \"prms_521_double_mac_m1_intel\"" + "bin_dir = pws_root / \"../bin/\"\n", + "# bin_mixed = bin_dir / \"prms_521_mixed_mac_m1_intel\"\n", + "bin_double = bin_dir / \"prms_mac_m1_ifort_dbl_prec\"" ] }, { @@ -96,7 +115,7 @@ "metadata": {}, "outputs": [], "source": [ - "def run_prms(binary: pl.Path, run_dir: pl.Path):\n", + "def run_prms(binary: pl.Path, run_dir: pl.Path, skip_if_exists=False):\n", " import shlex\n", " import subprocess\n", "\n", @@ -104,6 +123,12 @@ "\n", " from pywatershed.parameters import PrmsParameters\n", "\n", + " if skip_if_exists and run_dir.exists():\n", + " print(\n", + " f\"Run ({run_dir}) already exists and skip_if_exists=True. Using existing run.\"\n", + " )\n", + " return None\n", + "\n", " run_dir.mkdir() # must not exist, on user to delete\n", " copy2(binary, run_dir / binary.name)\n", " for ff in [\n", @@ -129,6 +154,11 @@ " cwd=run_dir,\n", " )\n", "\n", + " # these will be useful in what follows\n", + " params = pws.parameters.PrmsParameters.load(\n", + " domain_dir / \"myparam.param\"\n", + " ).parameters\n", + "\n", " # convert to netcdf\n", " # could make these arguments\n", " chunking = {\n", @@ -145,6 +175,7 @@ " nc_path = cc.with_suffix(\".nc\")\n", " CsvFile(cc).to_netcdf(nc_path, chunk_sizes=chunking)\n", "\n", + " # solar tables\n", " soltab_file = run_dir / \"soltab_debug\"\n", " # the nhm_ids are not available in the solta_debug file currently, so get\n", " # them from the domain parameters\n", @@ -161,13 +192,16 @@ " for var in soltab.variables:\n", " assert (output_dir / f\"{var}.nc\").exists()\n", "\n", - " # previous variables\n", + " # previous and change variables\n", " for vv in [\"pk_ice\", \"freeh2o\", \"soil_moist\"]:\n", " data = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", " prev_da = data.copy()\n", " prev_da[:] = np.roll(prev_da.values, 1, axis=0)\n", " assert (prev_da[1:, :].values == data[0:-1, :].values).all()\n", - " prev_da[0, :] = np.nan\n", + " prev_da[0, :] = np.zeros(1)[\n", + " 0\n", + " ] # np.nan better but causes plotting to fail\n", + " change_da = data - prev_da\n", " prev_da.rename(f\"{vv}_prev\").to_dataset().to_netcdf(\n", " output_dir / f\"{vv}_prev.nc\"\n", " )\n", @@ -175,29 +209,44 @@ " f\"{vv}_prev\"\n", " ]\n", "\n", + " change_da.rename(f\"{vv}_change\").to_dataset().to_netcdf(\n", + " output_dir / f\"{vv}_change.nc\"\n", + " )\n", + " data[f\"{vv}_change\"] = xr.open_dataset(output_dir / f\"{vv}_change.nc\")[\n", + " f\"{vv}_change\"\n", + " ]\n", " # through_rain\n", " dep_vars = [\n", - " \"pk_ice_prev\",\n", - " \"freeh2o_prev\",\n", - " \"newsnow\",\n", + " \"net_ppt\",\n", " \"pptmix_nopack\",\n", + " \"snowmelt\",\n", + " \"pkwater_equiv\",\n", + " \"snow_evap\",\n", + " \"net_snow\",\n", " \"net_rain\",\n", " ]\n", " data = {}\n", " for vv in dep_vars:\n", " data[vv] = xr.open_dataset(output_dir / f\"{vv}.nc\")[vv]\n", "\n", - " zero = np.zeros([1])[0]\n", - " epsilon64 = np.finfo(zero).eps\n", - " epsilon32 = np.finfo(zero.astype(\"float32\")).eps\n", + " nearzero = 1.0e-6\n", "\n", - " wh_through = (\n", - " ((data[\"pk_ice_prev\"] + data[\"freeh2o_prev\"]) <= epsilon64)\n", - " & ~(data[\"newsnow\"] == 1)\n", - " ) | (data[\"pptmix_nopack\"] == 1)\n", + " cond1 = data[\"net_ppt\"] > zero\n", + " cond2 = data[\"pptmix_nopack\"] != 0\n", + " cond3 = data[\"snowmelt\"] < nearzero\n", + " cond4 = data[\"pkwater_equiv\"] < epsilon32\n", + " cond5 = data[\"snow_evap\"] < nearzero\n", + " cond6 = data[\"net_snow\"] < nearzero\n", "\n", - " through_rain = data[\"net_rain\"].copy()\n", - " through_rain[:] = np.where(wh_through, data[\"net_rain\"], zero)\n", + " through_rain = data[\"net_rain\"] * zero\n", + " # these are in reverse order\n", + " through_rain[:] = np.where(\n", + " cond1 & cond3 & cond4 & cond6, data[\"net_rain\"], zero\n", + " )\n", + " through_rain[:] = np.where(\n", + " cond1 & cond3 & cond4 & cond5, data[\"net_ppt\"], through_rain\n", + " )\n", + " through_rain[:] = np.where(cond1 & cond2, data[\"net_rain\"], through_rain)\n", "\n", " through_rain.to_dataset(name=\"through_rain\").to_netcdf(\n", " output_dir / \"through_rain.nc\"\n", @@ -212,7 +261,7 @@ "metadata": {}, "outputs": [], "source": [ - "run_prms(bin_mixed, nb_output_dir / \"prms_mixed_run\")" + "# run_prms(bin_mixed, nb_output_dir / \"prms_mixed_run\")" ] }, { @@ -222,8 +271,10 @@ "metadata": {}, "outputs": [], "source": [ - "prms_dbl_run_dir = nb_output_dir / \"prms_double_run\"\n", - "run_prms(bin_double, prms_dbl_run_dir)" + "prms_dbl_run_dir = nb_output_dir / f\"{domain_name}_prms_double_run\"\n", + "run_prms(\n", + " bin_double, prms_dbl_run_dir, skip_if_exists=skip_if_exists_prms_double\n", + ")" ] }, { @@ -231,7 +282,7 @@ "id": "34bcdb09-c0c2-45c4-ab5f-fc22f94e77ef", "metadata": {}, "source": [ - "## Run pywatershed run" + "## pywatershed run" ] }, { @@ -241,23 +292,9 @@ "metadata": {}, "outputs": [], "source": [ - "process = [pws.PRMSSnow]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7b918dcc-965b-4238-8832-f8a62bf75c6a", - "metadata": {}, - "outputs": [], - "source": [ - "pws_run_dir = nb_output_dir / \"pws_run\"\n", - "input_dir = pws_run_dir / \"pws_input\"\n", - "input_dir.mkdir(exist_ok=True, parents=True)\n", - "for ff in prms_dbl_run_dir.glob(\"*.nc\"):\n", - " copy2(ff, input_dir / ff.name)\n", - "for ff in (prms_dbl_run_dir / \"output\").glob(\"*.nc\"):\n", - " copy2(ff, input_dir / ff.name)" + "process = [pws.PRMSSnow]\n", + "pws_run_dir = nb_output_dir / f\"{domain_name}_pws_run\"\n", + "input_dir = pws_run_dir / \"pws_input\"" ] }, { @@ -286,21 +323,29 @@ { "cell_type": "code", "execution_count": null, - "id": "4a0312cf-a286-4247-b4f0-ca8f424a09d2", - "metadata": { - "editable": true, - "slideshow": { - "slide_type": "" - } - }, + "id": "65276857-f940-46df-8385-a9791bc79894", + "metadata": {}, "outputs": [], "source": [ - "submodel = pws.Model(\n", - " process,\n", - " control=control,\n", - " parameters=params,\n", - ")\n", - "submodel.run(finalize=True)" + "if output_dir.exists() and skip_if_exists_pws:\n", + " print(\n", + " f\"Output ({output_dir}) already exists and skip_if_exists=True. Using existing run.\"\n", + " )\n", + "\n", + "else:\n", + " input_dir.mkdir(exist_ok=True, parents=True)\n", + " for ff in prms_dbl_run_dir.glob(\"*.nc\"):\n", + " copy2(ff, input_dir / ff.name)\n", + " for ff in (prms_dbl_run_dir / \"output\").glob(\"*.nc\"):\n", + " copy2(ff, input_dir / ff.name)\n", + "\n", + " submodel = pws.Model(\n", + " process,\n", + " control=control,\n", + " parameters=params,\n", + " )\n", + "\n", + " submodel.run(finalize=True)" ] }, { @@ -350,6 +395,44 @@ " \"freeh2o_prev\",\n", " \"newsnow\",\n", " \"pptmix_nopack\",\n", + " # \"ai\",\n", + " \"albedo\",\n", + " # 'frac_swe',\n", + " \"freeh2o\",\n", + " \"freeh2o_change\",\n", + " \"freeh2o_prev\",\n", + " #' iasw',\n", + " # 'int_alb',\n", + " \"iso\",\n", + " # 'lso',\n", + " # 'lst',\n", + " # \"mso\",\n", + " \"newsnow\",\n", + " \"pk_def\",\n", + " \"pk_den\",\n", + " \"pk_depth\",\n", + " \"pk_ice\",\n", + " \"pk_ice_change\",\n", + " \"pk_ice_prev\",\n", + " # 'pk_precip',\n", + " \"pk_temp\",\n", + " # 'pksv',\n", + " \"pkwater_ante\",\n", + " \"pkwater_equiv\",\n", + " # 'pkwater_equiv_change',\n", + " \"pptmix_nopack\",\n", + " # 'pss',\n", + " \"pst\",\n", + " # \"salb\",\n", + " #' scrv',\n", + " #' slst',\n", + " \"snow_evap\",\n", + " \"snowcov_area\",\n", + " # 'snowcov_areasv',\n", + " \"snowmelt\",\n", + " # 'snsv',\n", + " \"tcal\",\n", + " \"through_rain\",\n", "]" ] }, @@ -365,7 +448,7 @@ " if term == \"inputs\":\n", " continue\n", " print(term)\n", - " for vv in vars:\n", + " for vv in sorted(vars):\n", " print(\" \", vv)\n", "\n", " pws_file = output_dir / f\"{vv}.nc\"\n", @@ -397,13 +480,37 @@ "outputs": [], "source": [ "def plot_var(var_name, diff=False, nhm_id: list = None):\n", + " from textwrap import fill\n", + "\n", + " # lines = textwrap.wrap(text, width, break_long_words=False)\n", + " meta = pws.meta.find_variables(var_name)[var_name]\n", + " ylabel = f\"{fill(meta['desc'], 40)}\\n({meta['units']})\"\n", + " title = var_name\n", " ds = comparisons[var_name]\n", + "\n", " if diff:\n", - " ds = ds[\"pws\"] - ds[\"prms\"]\n", - " if nhm_id is not None:\n", + " ds = ds.copy()\n", + " ds[\"error\"] = ds[\"pws\"] - ds[\"prms\"]\n", + " # ds[\"relative_error\"] = ds[\"error\"] / ds[\"prms\"]\n", + " # ds[\"relative_error\"] = xr.where(\n", + " # abs(ds[\"prms\"]) < 1.0e-7, np.nan, ds[\"relative_error\"]\n", + " # )\n", + " del ds[\"pws\"], ds[\"prms\"]\n", + " ylabel = \"Difference PWS - PRMS\\n\" + ylabel\n", + " title = \"ERRORS: Difference in \" + title\n", + "\n", + " if (nhm_id is not None) and (len(nhm_id) > 0):\n", " ds = ds.where(ds.nhm_id.isin(nhm_id), drop=True)\n", "\n", - " display(ds.hvplot(frame_width=700, title=var_name, groupby=\"nhm_id\"))" + " display(\n", + " ds.hvplot(\n", + " frame_width=700,\n", + " groupby=\"nhm_id\",\n", + " title=title,\n", + " ylabel=ylabel,\n", + " # fontsize={\"ylabel\": \"9px\"},\n", + " )\n", + " )" ] }, { @@ -414,17 +521,21 @@ "outputs": [], "source": [ "def var_close(var_name):\n", + " print(var_name)\n", " var_ds = comparisons[var_name]\n", " abs_diff = abs(var_ds[\"pws\"] - var_ds[\"prms\"])\n", " rel_abs_diff = abs_diff / var_ds[\"prms\"]\n", - " rtol = atol = 1.0e-2\n", + " rtol = 0.02\n", + " atol = 1.0e-2\n", " close = (abs_diff < atol) | (rel_abs_diff < rtol)\n", - " # assert close.all()\n", - " wh_not_close = np.where(~close)\n", - " if len(wh_not_close) == 0:\n", - " return ()\n", - " nhm_ids = abs_diff.nhm_id[wh_not_close[1]]\n", - " display(plot_var(var_name, diff=True, nhm_id=nhm_ids))\n", + " if close.all():\n", + " plot_var(var_name, diff=False)\n", + "\n", + " else:\n", + " wh_not_close = np.where(~close)\n", + " nhm_ids = abs_diff.nhm_id[wh_not_close[1]]\n", + " plot_var(var_name, diff=True, nhm_id=nhm_ids)\n", + "\n", " return" ] }, From 936bc81d2322a352d3ce60aee545bbde0feac2e0 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 21 Sep 2023 15:54:09 -0600 Subject: [PATCH 19/33] mass balance bug fixes in snowevap in prms and pws --- prms_src/prms5.2.1/prms/snowcomp.f90 | 3 +++ pywatershed/hydrology/prms_snow.py | 5 ++++- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/prms_src/prms5.2.1/prms/snowcomp.f90 b/prms_src/prms5.2.1/prms/snowcomp.f90 index d9ff2c8f..13c234e1 100644 --- a/prms_src/prms5.2.1/prms/snowcomp.f90 +++ b/prms_src/prms5.2.1/prms/snowcomp.f90 @@ -2599,6 +2599,9 @@ SUBROUTINE snowevap(Potet_sublim, Potet, Snowcov_area, Snow_evap, & !RAPCOMMENT - CHANGED TO CHECK FOR NEGATIVE PACK ICE ! If all pack ice is removed, then there cannot be a ! heat deficit + ! JLM mass balance fix, if we take pkwater_equiv - ez below + ! JLM we need to take ez from both pk_ice and freeh2o here + freeh2o = freeh2o - pk_ice Pk_ice = 0.0 Pk_def = 0.0 Pk_temp = 0.0 diff --git a/pywatershed/hydrology/prms_snow.py b/pywatershed/hydrology/prms_snow.py index c197b6e2..f46f970d 100644 --- a/pywatershed/hydrology/prms_snow.py +++ b/pywatershed/hydrology/prms_snow.py @@ -2509,7 +2509,6 @@ def _calc_step_4( # the albedo (some is reflected back into the atmoshphere) and the # transmission coefficient (some is intercepted by the winter # vegetative canopy) - # JLM: this is out or order 9/18/23 swn = ( swrad * (one - albedo) * rad_trncf ) # [cal/cm^2] or [Langleys] @@ -3107,6 +3106,10 @@ def _calc_snowevap( # RAPCOMMENT - CHANGED TO CHECK FOR NEGATIVE PACK ICE # If all pack ice is removed, then there cannot be a heat # deficit. + + # JLM: mass balance fix only in our 5.2.1 prms version + freeh2o = freeh2o + pk_ice + pk_ice = zero pk_def = zero pk_temp = zero From d8e20c6f7d3eb8d8bfdcf0f99f1513494627461d Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 21 Sep 2023 15:55:21 -0600 Subject: [PATCH 20/33] add runoff and snow error notebooks --- examples/snow_errors.ipynb | 206 ++++++++++++++++++++++++++++++++++++- 1 file changed, 202 insertions(+), 4 deletions(-) diff --git a/examples/snow_errors.ipynb b/examples/snow_errors.ipynb index 35acfec3..b8243a21 100644 --- a/examples/snow_errors.ipynb +++ b/examples/snow_errors.ipynb @@ -348,6 +348,16 @@ " submodel.run(finalize=True)" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "9a056b6a-d31a-492b-a761-3a33f42ba08c", + "metadata": {}, + "outputs": [], + "source": [ + "%debug" + ] + }, { "cell_type": "code", "execution_count": null, @@ -534,7 +544,7 @@ " else:\n", " wh_not_close = np.where(~close)\n", " nhm_ids = abs_diff.nhm_id[wh_not_close[1]]\n", - " plot_var(var_name, diff=True, nhm_id=nhm_ids)\n", + " plot_var(var_name, diff=False, nhm_id=nhm_ids)\n", "\n", " return" ] @@ -546,14 +556,202 @@ "metadata": {}, "outputs": [], "source": [ - "for var_name in comparisons.keys():\n", - " var_close(var_name)" + "if False:\n", + " for var_name in comparisons.keys():\n", + " var_close(var_name)" + ] + }, + { + "cell_type": "markdown", + "id": "da70848a-3187-4ae7-b045-125c83e451c9", + "metadata": {}, + "source": [ + "## Mass-balance errors\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5d5e323-a739-43a6-a372-5bcb7dc7b775", + "metadata": {}, + "outputs": [], + "source": [ + "budget_terms = pws.PRMSSnow.get_mass_budget_terms()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff49bb08-0ae4-41e9-9e52-adeb0d48cbbe", + "metadata": {}, + "outputs": [], + "source": [ + "budget_terms" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bacee4a6-0952-4c96-aa50-b05f5664e74b", + "metadata": {}, + "outputs": [], + "source": [ + "prms_mass = {}\n", + "for term, vars in budget_terms.items():\n", + " prms_mass[term] = {}\n", + " for vv in vars:\n", + " prms_mass[term][vv] = xr.open_dataarray(input_dir / f\"{vv}.nc\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3deaaa12-3094-4283-8edf-1c1ad0acdfe7", + "metadata": {}, + "outputs": [], + "source": [ + "prms_mass_sums = {}\n", + "for term, vars in prms_mass.items():\n", + " prms_mass_sums[term] = None\n", + " for vv in vars:\n", + " data = xr.open_dataarray(input_dir / f\"{vv}.nc\")\n", + " if prms_mass_sums[term] is None:\n", + " prms_mass_sums[term] = data\n", + " else:\n", + " prms_mass_sums[term] += xr.open_dataarray(input_dir / f\"{vv}.nc\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "552ff261-c959-4d89-8f7f-53160c928f75", + "metadata": {}, + "outputs": [], + "source": [ + "prms_mass_balance = (\n", + " prms_mass_sums[\"inputs\"]\n", + " - prms_mass_sums[\"outputs\"]\n", + " - prms_mass_sums[\"storage_changes\"]\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bf5228fd-0a6c-4c9e-bc29-adf8373743f2", + "metadata": {}, + "outputs": [], + "source": [ + "prms_mass_balance" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bbd6c480-fc75-4546-9246-2c5f5b2aee46", + "metadata": {}, + "outputs": [], + "source": [ + "wh_imbalance = np.where(prms_mass_balance.values > 1e-5)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2be69429-2ab7-4307-90c6-dedb4262635a", + "metadata": {}, + "outputs": [], + "source": [ + "wh_imbalance" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7bb8a452-ae77-48e9-9120-02a8c1ebcd75", + "metadata": {}, + "outputs": [], + "source": [ + "prms_mass_balance.values[wh_imbalance]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0c979a40-5740-4971-a0aa-d5e0f5dd88b7", + "metadata": {}, + "outputs": [], + "source": [ + "freeh2o = xr.open_dataarray(input_dir / \"freeh2o.nc\")\n", + "pk_ice = xr.open_dataarray(input_dir / \"pk_ice.nc\")\n", + "pkwater_equiv = xr.open_dataarray(input_dir / \"pkwater_equiv.nc\")\n", + "freeh2o_prev = xr.open_dataarray(input_dir / \"freeh2o_prev.nc\")\n", + "pk_ice_prev = xr.open_dataarray(input_dir / \"pk_ice_prev.nc\")\n", + "pkwater_ante = xr.open_dataarray(input_dir / \"pkwater_ante.nc\")\n", + "freeh2o_change = xr.open_dataarray(input_dir / \"freeh2o_change.nc\")\n", + "pk_ice_change = xr.open_dataarray(input_dir / \"pk_ice_change.nc\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "be45ba5c-75ce-49ac-89d1-8f91aaaadec3", + "metadata": {}, + "outputs": [], + "source": [ + "ic(pk_ice.values[wh_imbalance])\n", + "ic(pk_ice_prev.values[wh_imbalance])\n", + "ic(pk_ice_change.values[wh_imbalance])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3220c630-52c8-4074-8794-54a9f462a7a3", + "metadata": {}, + "outputs": [], + "source": [ + "ic(freeh2o.values[wh_imbalance])\n", + "ic(freeh2o_prev.values[wh_imbalance])\n", + "ic(freeh2o_change.values[wh_imbalance])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d7ae9821-c6b6-422b-89d8-04f1037c83eb", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "\n", + "np.set_printoptions(edgeitems=30, linewidth=100000)\n", + "\n", + "for term, vars in prms_mass.items():\n", + " print(term)\n", + " for vv in vars:\n", + " print(f\" {vv}\")\n", + " print(f\" {prms_mass[term][vv].values[wh_imbalance]}\")\n", + "print(\"imbalance\")\n", + "print(f\" {prms_mass_balance.values[wh_imbalance]}\")\n", + "print(\"freeh2o prev\")\n", + "print(f\" {freeh2o_prev.values[wh_imbalance]}\")\n", + "print(\"freeh2o\")\n", + "print(f\" {freeh2o.values[wh_imbalance]}\")\n", + "print(\"pk_ice prev\")\n", + "print(f\" {pk_ice_prev.values[wh_imbalance]}\")\n", + "print(\"pk_ice\")\n", + "print(f\" {pk_ice.values[wh_imbalance]}\")\n", + "print(\"pkwater_ante\")\n", + "print(f\" {pkwater_ante.values[wh_imbalance]}\")\n", + "print(\"pkwater_equiv\")\n", + "print(f\" {pkwater_equiv.values[wh_imbalance]}\")" ] }, { "cell_type": "code", "execution_count": null, - "id": "ad662acf-fea6-4375-9408-d0714827a362", + "id": "a882b844-6fa3-4005-8660-36d45deb51f6", "metadata": {}, "outputs": [], "source": [] From 0bed79751ed20d27b2f4b74830aaf803b60a98c4 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Thu, 21 Sep 2023 16:21:04 -0600 Subject: [PATCH 21/33] update mac m1 binaries with snow fix in prms --- bin/prms_mac_m1_ifort_dbl_prec | Bin 3738168 -> 3738168 bytes bin/prms_mac_m1_ifort_mixed_prec | Bin 3776864 -> 3776864 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/bin/prms_mac_m1_ifort_dbl_prec b/bin/prms_mac_m1_ifort_dbl_prec index f066067a6902806d05b235245c4bce0e4ad84777..64acd69ad24e3eb3f9f55e25a041857cb4b5146d 100755 GIT binary patch delta 746806 zcmafc33yCb|Nq>?kYFStlYJtQnIx7FVu&S`ki9fHz9hSh^U^fOxoU~`o!kT z)5iu_zcm@sO4YB#r1aI!zszRJoPQ#ak{yRRnbV>cg$Z6q-{|`lyB>*gC+)^vdC_XHnZy(xj!%P?yC=H6P6OM|pgu)<~Kikv4F59z2 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zcmXZYO=#0#7zgllt^J6rPqMb!wVP9$+SX0ewC+RMpasDkI#@yN96j_Tf`T82qEpLQ zX&qa@gBk@79%P6oFRpmormpo1R1m}s83-~r!O=J=3hF;=55MH)dEPhg|H9@4qGS_jxZav!clFL*=DL zycMwK_ph{~#UfT2?2d~bM&HJ3G-yNHR-yEl3h_P?tEv)a{Vi9meavVNLlgIL8*YHGtl#(j zWh{9gzgf8eVCW}3^ F{2v>R2P6Oh delta 731 zcmXxgPiWIn90%~Uo&ED%_e+IjfAy!_tF`+f7)-mKf! z;HlfmxBDhPJ@X%lz0CCHTAp}?T+mqvI&EMF2Q6PrJEd67Mo; zYDp{Rr8$n{Ft;c5))yy+G37fG!N3)O62-&<-#%i2(QR14& z^_P?SG3jJd_g*&a3X5jXYB=M3ruy}6z}lOZMl^j$LKaP*lrCs`V*RR!1wpJno)1`; za8Al#JS}P1L#Z;B9Ggw`{;{{n{~f9%|Du_VM)weMF5#AbARnTBp_$k9|9^*Cg^W3c z`F*-;JMoR}#A#ziVPQ(5cO&r#5 Date: Thu, 21 Sep 2023 16:42:42 -0600 Subject: [PATCH 22/33] update tests to mass fixes; comment some WIP in runoff --- autotest/test_control.py | 2 +- autotest/test_model.py | 12 ++++++------ pywatershed/hydrology/prms_runoff.py | 16 ++++++++-------- 3 files changed, 15 insertions(+), 15 deletions(-) diff --git a/autotest/test_control.py b/autotest/test_control.py index 4b215141..946425c1 100644 --- a/autotest/test_control.py +++ b/autotest/test_control.py @@ -80,7 +80,7 @@ def test_control_simple(control_simple): year = year if month >= 10 else year - 1 wy_start = np.datetime64(f"{year}-10-01") dowy = (current_time - wy_start).astype("timedelta64[D]") - assert dowy == control_simple.current_dowy + assert dowy == (control_simple.current_dowy - 1) prev_time = control_simple.current_time diff --git a/autotest/test_model.py b/autotest/test_model.py index 0f15ad56..8cc1bdd9 100644 --- a/autotest/test_model.py +++ b/autotest/test_model.py @@ -287,18 +287,18 @@ def test_model(domain, model_args, tmp_path): 9: { "PRMSChannel": { "seg_outflow": { - "drb_2yr": 1430.6364027142613, - "hru_1": 13.416914151483681, - "ucb_2yr": 1694.5412856707849, + "drb_2yr": 1517.232887980279, + "hru_1": 13.696918669514927, + "ucb_2yr": 1694.5697712423928, }, }, }, 99: { "PRMSChannel": { "seg_outflow": { - "drb_2yr": 1588.1444684289775, - "hru_1": 19.596412903692578, - "ucb_2yr": 407.2200022510677, + "drb_2yr": 2350.499659332901, + "hru_1": 22.874414994530095, + "ucb_2yr": 733.2293013532435, }, }, }, diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index b2485100..9a37aded 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -857,11 +857,11 @@ def compute_infil( # if rain/snow event with no antecedent snowpack, # compute the runoff from the rain first and then proceed with the # snowmelt computations - double_counting = 0 + # double_counting = 0 cond2 = pptmix_nopack != 0 # if pptmix_nopack == ACTIVE: if cond2: - double_counting += 1 + # double_counting += 1 avail_water = avail_water + through_rain infil = infil + through_rain if hru_flag == 1: @@ -905,9 +905,9 @@ def compute_infil( else: # Snowmelt occurred and depleted the snowpack # this frequently gets counted along with pptmix_nopack - double_counting += 1 - if double_counting > 1: - print("snowmelt") + # double_counting += 1 + # if double_counting > 1: + # print("snowmelt") infil, srp, contrib_fraction = perv_comp( soil_moist_prev, @@ -930,9 +930,9 @@ def compute_infil( # this is through_rain's top/most narrow case avail_water = avail_water + through_rain infil = infil + through_rain - double_counting += 1 - if double_counting > 1: - print("cond4") + # double_counting += 1 + # if double_counting > 1: + # print("cond4") if hru_flag == 1: infil, srp, contrib_fraction = perv_comp( soil_moist_prev, From e1cdec9cf1c3f36a66ea12481ec00e7489a694f1 Mon Sep 17 00:00:00 2001 From: James McCreight Date: Fri, 22 Sep 2023 10:40:06 -0600 Subject: [PATCH 23/33] details --- prms_src/prms5.2.1/prms/snowcomp.f90 | 2 +- pywatershed/hydrology/prms_runoff.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/prms_src/prms5.2.1/prms/snowcomp.f90 b/prms_src/prms5.2.1/prms/snowcomp.f90 index 13c234e1..ef2bd151 100644 --- a/prms_src/prms5.2.1/prms/snowcomp.f90 +++ b/prms_src/prms5.2.1/prms/snowcomp.f90 @@ -2601,7 +2601,7 @@ SUBROUTINE snowevap(Potet_sublim, Potet, Snowcov_area, Snow_evap, & ! heat deficit ! JLM mass balance fix, if we take pkwater_equiv - ez below ! JLM we need to take ez from both pk_ice and freeh2o here - freeh2o = freeh2o - pk_ice + freeh2o = freeh2o + pk_ice Pk_ice = 0.0 Pk_def = 0.0 Pk_temp = 0.0 diff --git a/pywatershed/hydrology/prms_runoff.py b/pywatershed/hydrology/prms_runoff.py index 9a37aded..85304316 100644 --- a/pywatershed/hydrology/prms_runoff.py +++ b/pywatershed/hydrology/prms_runoff.py @@ -9,11 +9,11 @@ from ..base.control import Control from ..constants import ( HruType, + epsilon32, + epsilon64, nan, numba_num_threads, zero, - epsilon32, - epsilon64, ) from ..parameters import Parameters From 044949eef391721ae4201a91f550f1a2d575c46e Mon Sep 17 00:00:00 2001 From: James McCreight Date: Fri, 22 Sep 2023 11:39:16 -0600 Subject: [PATCH 24/33] windows double precision prms binaries --- bin/prms_win_gfort_dbl_prec.exe | Bin 0 -> 2282537 bytes bin/prms_win_ifort_mixed_prec.exe | Bin 3415552 -> 0 bytes prms_src/prms5.2.1/makelist_double_precision | 4 ++-- test_data/scripts/conftest.py | 2 +- 4 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 bin/prms_win_gfort_dbl_prec.exe delete mode 100755 bin/prms_win_ifort_mixed_prec.exe diff --git a/bin/prms_win_gfort_dbl_prec.exe b/bin/prms_win_gfort_dbl_prec.exe new file mode 100644 index 0000000000000000000000000000000000000000..70acaad3c1acc435e2f0057d732ea59db3fcf88c GIT binary patch literal 2282537 zcmeFad7O>)`#*jLw}{gbP9bV!Dk>txloJ!`$Ouu{vJ+WjNDB>Trksw0HtnU}?X*h9 zlE#vQHmTHD(%yYSwnUcvp3m!g-S^zH@UHLY^Lu>%`Obs$dfnH4U9ao4-uJmrr(Uyt zWqm$hIs89<+~>{>qGGbz43)xc0inA)VUV7-jm%}a|H{Cn$cpRc^n_d&QG z{OS+VQ~?`a)K!R65NRMvH@CL0$-@H`Y zmv5DVFrY?RLndXR{>ni3OoQlqF+Kf#zW$8{56Bt-^w?AIkqw#(C~rmS`D^3z_tP{$s6KP`o> zMPrirdPw&`-=H6xOQCCN?4w;(Kt~t8Erl*!_1-uf_{N~S73HB)=$bTX3XHE-MSRQ! z-Ki)CB95NFHt^ST`Twf_7b37~=+H)ib8^^$^v~%5V#pzUhtZXe`q-9E0mnQk)$m;s5W-q2i_E3n} zv6S`(7ImpHbn4+sDOv4Vl$kI+l1Fb&3*39x@#Dv1vk&2-$-3N)fk##(hXWEgCmRsR z_Sdan%V%e6$y2hM5d^F=0Qfwc_?+r_eN;ccIrPv(mO8#){DX$iXyz|PFLwFx6a zI3E033ja4KV!o&~pO-P~`}1r0+Qlk_Vu5cEms*kGP>Vz(~aFA zH8mWoa|z1qv{`Zd^KOT;jvA0b`n~p`B#p-O_ zRm&H@D&aGv(KCg43TbGkRVhh_r9Xm1G%P z28|N4G60JCJK_`GWJd8Byo^+Xt5gB}OjM&*5TCj00y!Tt8o}c`akVjPJQ^moci(q!y^$x?tZ>;!T*3*I`1TF?vYC)%Yow#%VI zphso{hcb;zt#G_gT5332U|-O`8jRyg2V%=mEP&HSR+I8VAeXW=lGB91O5Ev@yS-Go zS(Lli{;VJ6c2K#`3)^1%LXo@I-UwtkFKfuCvHhBi&k9Ga6gU#j8<47h032eH#M^v; 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