docs analytics id fix

autots/evaluator/auto_ts.py

@@ -1548,6 +1548,11 @@ def fit(
         return self
 
     def validation_agg(self):
+        self.initial_results.model_results['Score'] = generate_score(
+            self.initial_results.model_results,
+            metric_weighting=self.metric_weighting,
+            prediction_interval=self.prediction_interval,
+        )
         self.validation_results = copy.copy(self.initial_results)
         self.validation_results = validation_aggregation(
             self.validation_results, df_train=self.df_wide_numeric
@@ -2194,11 +2199,19 @@ def export_template(
                         extra_mods.append(
                             export_template.nsmallest(1, columns=metric).copy()
                         )
+                        # and no ensemble version
+                        extra_mods.append(
+                            export_template[export_template['Ensemble'] == 0].nsmallest(1, columns=metric).copy()
+                        )
                 if max_metrics is not None:
                     for metric in max_metrics:
                         extra_mods.append(
                             export_template.nlargest(1, columns=metric).copy()
                         )
+                        # and no ensemble version
+                        extra_mods.append(
+                            export_template[export_template['Ensemble'] == 0].nlargest(1, columns=metric).copy()
+                        )
                 if str(max_per_model_class).isdigit():
                     export_template = (
                         export_template.sort_values('Score', ascending=True)

docs/build/html/.buildinfo

@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: 1f7b3cdc5940e728de375b92d31d88b6
+config: cd7239cc7dc0c2f0136aaa8bd24d37d1
 tags: 645f666f9bcd5a90fca523b33c5a78b7

docs/build/html/_static/basic.css

@@ -237,6 +237,10 @@ a.headerlink {
     visibility: hidden;
 }
 
+a:visited {
+    color: #551A8B;
+}
+
 h1:hover > a.headerlink,
 h2:hover > a.headerlink,
 h3:hover > a.headerlink,
@@ -670,6 +674,16 @@ dd {
     margin-left: 30px;
 }
 
+.sig dd {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
+.sig dl {
+    margin-top: 0px;
+    margin-bottom: 0px;
+}
+
 dl > dd:last-child,
 dl > dd:last-child > :last-child {
     margin-bottom: 0;
@@ -738,6 +752,14 @@ abbr, acronym {
     cursor: help;
 }
 
+.translated {
+    background-color: rgba(207, 255, 207, 0.2)
+}
+
+.untranslated {
+    background-color: rgba(255, 207, 207, 0.2)
+}
+
 /* -- code displays --------------------------------------------------------- */
 
 pre {

docs/build/html/_static/documentation_options.js

@@ -1,5 +1,4 @@
-var DOCUMENTATION_OPTIONS = {
-    URL_ROOT: document.getElementById("documentation_options").getAttribute('data-url_root'),
+const DOCUMENTATION_OPTIONS = {
     VERSION: '0.6.10',
     LANGUAGE: 'en',
     COLLAPSE_INDEX: false,

docs/build/html/_static/searchtools.js

@@ -57,12 +57,12 @@ const _removeChildren = (element) => {
 const _escapeRegExp = (string) =>
   string.replace(/[.*+\-?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string
 
-const _displayItem = (item, searchTerms) => {
+const _displayItem = (item, searchTerms, highlightTerms) => {
   const docBuilder = DOCUMENTATION_OPTIONS.BUILDER;
-  const docUrlRoot = DOCUMENTATION_OPTIONS.URL_ROOT;
   const docFileSuffix = DOCUMENTATION_OPTIONS.FILE_SUFFIX;
   const docLinkSuffix = DOCUMENTATION_OPTIONS.LINK_SUFFIX;
   const showSearchSummary = DOCUMENTATION_OPTIONS.SHOW_SEARCH_SUMMARY;
+  const contentRoot = document.documentElement.dataset.content_root;
 
   const [docName, title, anchor, descr, score, _filename] = item;
 
@@ -75,20 +75,24 @@ const _displayItem = (item, searchTerms) => {
     if (dirname.match(/\/index\/$/))
       dirname = dirname.substring(0, dirname.length - 6);
     else if (dirname === "index/") dirname = "";
-    requestUrl = docUrlRoot + dirname;
+    requestUrl = contentRoot + dirname;
     linkUrl = requestUrl;
   } else {
     // normal html builders
-    requestUrl = docUrlRoot + docName + docFileSuffix;
+    requestUrl = contentRoot + docName + docFileSuffix;
     linkUrl = docName + docLinkSuffix;
   }
   let linkEl = listItem.appendChild(document.createElement("a"));
   linkEl.href = linkUrl + anchor;
   linkEl.dataset.score = score;
   linkEl.innerHTML = title;
-  if (descr)
+  if (descr) {
     listItem.appendChild(document.createElement("span")).innerHTML =
       " (" + descr + ")";
+    // highlight search terms in the description
+    if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+      highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
+  }
   else if (showSearchSummary)
     fetch(requestUrl)
       .then((responseData) => responseData.text())
@@ -97,6 +101,9 @@ const _displayItem = (item, searchTerms) => {
           listItem.appendChild(
             Search.makeSearchSummary(data, searchTerms)
           );
+        // highlight search terms in the summary
+        if (SPHINX_HIGHLIGHT_ENABLED)  // set in sphinx_highlight.js
+          highlightTerms.forEach((term) => _highlightText(listItem, term, "highlighted"));
       });
   Search.output.appendChild(listItem);
 };
@@ -115,14 +122,15 @@ const _finishSearch = (resultCount) => {
 const _displayNextItem = (
   results,
   resultCount,
-  searchTerms
+  searchTerms,
+  highlightTerms,
 ) => {
   // results left, load the summary and display it
   // this is intended to be dynamic (don't sub resultsCount)
   if (results.length) {
-    _displayItem(results.pop(), searchTerms);
+    _displayItem(results.pop(), searchTerms, highlightTerms);
     setTimeout(
-      () => _displayNextItem(results, resultCount, searchTerms),
+      () => _displayNextItem(results, resultCount, searchTerms, highlightTerms),
       5
     );
   }
@@ -360,7 +368,7 @@ const Search = {
     // console.info("search results:", Search.lastresults);
 
     // print the results
-    _displayNextItem(results, results.length, searchTerms);
+    _displayNextItem(results, results.length, searchTerms, highlightTerms);
   },
 
   /**

docs/build/html/_static/sphinx_highlight.js

@@ -29,14 +29,19 @@ const _highlight = (node, addItems, text, className) => {
       }
 
       span.appendChild(document.createTextNode(val.substr(pos, text.length)));
+      const rest = document.createTextNode(val.substr(pos + text.length));
       parent.insertBefore(
         span,
         parent.insertBefore(
-          document.createTextNode(val.substr(pos + text.length)),
+          rest,
           node.nextSibling
         )
       );
       node.nodeValue = val.substr(0, pos);
+      /* There may be more occurrences of search term in this node. So call this
+       * function recursively on the remaining fragment.
+       */
+      _highlight(rest, addItems, text, className);
 
       if (isInSVG) {
         const rect = document.createElementNS(
@@ -140,5 +145,10 @@ const SphinxHighlight = {
   },
 };
 
-_ready(SphinxHighlight.highlightSearchWords);
-_ready(SphinxHighlight.initEscapeListener);
+_ready(() => {
+  /* Do not call highlightSearchWords() when we are on the search page.
+   * It will highlight words from the *previous* search query.
+   */
+  if (typeof Search === "undefined") SphinxHighlight.highlightSearchWords();
+  SphinxHighlight.initEscapeListener();
+});

docs/build/html/genindex.html

@@ -1,16 +1,24 @@
-
 <!DOCTYPE html>
 
-<html lang="en">
+<html lang="en" data-content_root="./">
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-P2KLF8302E"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag(){dataLayer.push(arguments);}
+        gtag('js', new Date());
+        gtag('config', 'G-P2KLF8302E');
+    </script>
+
     <title>Index &#8212; AutoTS 0.6.10 documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
-    <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
-    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-    <script src="_static/doctools.js"></script>
-    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=b76e3c8a" />
+    <link rel="stylesheet" type="text/css" href="_static/alabaster.css?v=a4fa0645" />
+    <script src="_static/documentation_options.js?v=c6a86a76"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="#" />
     <link rel="search" title="Search" href="search.html" />
 
@@ -3305,21 +3313,5 @@ <h3 id="searchlabel">Quick search</h3>
 
 
 
-    <script type="text/javascript">
-
-      var _gaq = _gaq || [];
-      _gaq.push(['_setAccount', 'G-P2KLF8302E']);
-      _gaq.push(['_setDomainName', 'none']);
-      _gaq.push(['_setAllowLinker', true]);
-      _gaq.push(['_trackPageview']);
-
-      (function() {
-        var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
-        ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
-        var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
-      })();
-
-    </script>
-
   </body>
 </html>

docs/build/html/index.html

@@ -1,17 +1,25 @@
-
 <!DOCTYPE html>
 
-<html lang="en">
+<html lang="en" data-content_root="./">
   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.19: https://docutils.sourceforge.io/" />
 
+    <!-- Google tag (gtag.js) -->
+    <script async src="https://www.googletagmanager.com/gtag/js?id=G-P2KLF8302E"></script>
+    <script>
+        window.dataLayer = window.dataLayer || [];
+        function gtag(){dataLayer.push(arguments);}
+        gtag('js', new Date());
+        gtag('config', 'G-P2KLF8302E');
+    </script>
+
     <title>AutoTS &#8212; AutoTS 0.6.10 documentation</title>
-    <link rel="stylesheet" type="text/css" href="_static/pygments.css" />
-    <link rel="stylesheet" type="text/css" href="_static/alabaster.css" />
-    <script data-url_root="./" id="documentation_options" src="_static/documentation_options.js"></script>
-    <script src="_static/doctools.js"></script>
-    <script src="_static/sphinx_highlight.js"></script>
+    <link rel="stylesheet" type="text/css" href="_static/pygments.css?v=b76e3c8a" />
+    <link rel="stylesheet" type="text/css" href="_static/alabaster.css?v=a4fa0645" />
+    <script src="_static/documentation_options.js?v=c6a86a76"></script>
+    <script src="_static/doctools.js?v=888ff710"></script>
+    <script src="_static/sphinx_highlight.js?v=dc90522c"></script>
     <link rel="index" title="Index" href="genindex.html" />
     <link rel="search" title="Search" href="search.html" />
     <link rel="next" title="Intro" href="source/intro.html" />
@@ -32,18 +40,18 @@
           <div class="body" role="main">
 
   <section id="autots">
-<h1>AutoTS<a class="headerlink" href="#autots" title="Permalink to this heading">¶</a></h1>
+<h1>AutoTS<a class="headerlink" href="#autots" title="Link to this heading">¶</a></h1>
 <p><a class="reference internal" href="#autots">autots</a> is an automated time series forecasting package for Python.</p>
 <section id="installation">
-<h2>Installation<a class="headerlink" href="#installation" title="Permalink to this heading">¶</a></h2>
+<h2>Installation<a class="headerlink" href="#installation" title="Link to this heading">¶</a></h2>
 <div class="highlight-sh notranslate"><div class="highlight"><pre><span></span>pip<span class="w"> </span>install<span class="w"> </span>autots
 </pre></div>
 </div>
 <p>Requirements: Python 3.6+, numpy, pandas, statsmodels, and scikit-learn.</p>
 </section>
 </section>
 <section id="getting-started">
-<h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this heading">¶</a></h1>
+<h1>Getting Started<a class="headerlink" href="#getting-started" title="Link to this heading">¶</a></h1>
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="source/intro.html">Intro</a></li>
@@ -71,7 +79,7 @@ <h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalin
 </div>
 </section>
 <section id="modules-api">
-<h1>Modules API<a class="headerlink" href="#modules-api" title="Permalink to this heading">¶</a></h1>
+<h1>Modules API<a class="headerlink" href="#modules-api" title="Link to this heading">¶</a></h1>
 <div class="toctree-wrapper compound">
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="source/modules.html">autots</a><ul>
@@ -82,7 +90,7 @@ <h1>Modules API<a class="headerlink" href="#modules-api" title="Permalink to thi
 </div>
 </section>
 <section id="indices-and-tables">
-<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Permalink to this heading">¶</a></h1>
+<h1>Indices and tables<a class="headerlink" href="#indices-and-tables" title="Link to this heading">¶</a></h1>
 <ul class="simple">
 <li><p><a class="reference internal" href="genindex.html"><span class="std std-ref">Index</span></a></p></li>
 <li><p><a class="reference internal" href="py-modindex.html"><span class="std std-ref">Module Index</span></a></p></li>
@@ -172,21 +180,5 @@ <h3 id="searchlabel">Quick search</h3>
 
 
 
-    <script type="text/javascript">
-
-      var _gaq = _gaq || [];
-      _gaq.push(['_setAccount', 'G-P2KLF8302E']);
-      _gaq.push(['_setDomainName', 'none']);
-      _gaq.push(['_setAllowLinker', true]);
-      _gaq.push(['_trackPageview']);
-
-      (function() {
-        var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
-        ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
-        var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
-      })();
-
-    </script>
-
   </body>
 </html>