<!doctype html> <html> <head> <meta charset="utf-8" /> <meta name="viewport" content="width=device-width, initial-scale=1.0"><script type="text/javascript"> var _gaq = _gaq || []; _gaq.push(['_setAccount', 'UA-55120145-3']); _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> <title>pyFTS.models.seasonal package — pyFTS 1.6 documentation</title> <link rel="stylesheet" href="_static/bizstyle.css" type="text/css" /> <link rel="stylesheet" href="_static/pygments.css" type="text/css" /> <script id="documentation_options" data-url_root="./" src="_static/documentation_options.js"></script> <script src="_static/jquery.js"></script> <script src="_static/underscore.js"></script> <script src="_static/doctools.js"></script> <script src="_static/language_data.js"></script> <script src="_static/bizstyle.js"></script> <link rel="index" title="Index" href="genindex.html" /> <link rel="search" title="Search" href="search.html" /> <link rel="next" title="pyFTS.partitioners package" href="pyFTS.partitioners.html" /> <link rel="prev" title="pyFTS.models.nonstationary package" href="pyFTS.models.nonstationary.html" /> <meta name="viewport" content="width=device-width,initial-scale=1.0"> <!--[if lt IE 9]> <script src="_static/css3-mediaqueries.js"></script> <![endif]--> </head><body> <div class="related" role="navigation" aria-label="related navigation"> <h3>Navigation</h3> <ul> <li class="right" style="margin-right: 10px"> <a href="genindex.html" title="General Index" accesskey="I">index</a></li> <li class="right" > <a href="py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="pyFTS.partitioners.html" title="pyFTS.partitioners package" accesskey="N">next</a> |</li> <li class="right" > <a href="pyFTS.models.nonstationary.html" title="pyFTS.models.nonstationary package" accesskey="P">previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> »</li> <li class="nav-item nav-item-1"><a href="modules.html" >pyFTS</a> »</li> <li class="nav-item nav-item-2"><a href="pyFTS.html" >pyFTS package</a> »</li> <li class="nav-item nav-item-3"><a href="pyFTS.models.html" accesskey="U">pyFTS.models package</a> »</li> <li class="nav-item nav-item-this"><a href="">pyFTS.models.seasonal package</a></li> </ul> </div> <div class="document"> <div class="documentwrapper"> <div class="bodywrapper"> <div class="body" role="main"> <div class="section" id="pyfts-models-seasonal-package"> <h1>pyFTS.models.seasonal package<a class="headerlink" href="#pyfts-models-seasonal-package" title="Permalink to this headline">¶</a></h1> <div class="section" id="submodules"> <h2>Submodules<a class="headerlink" href="#submodules" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS.models.seasonal.SeasonalIndexer"> <span id="pyfts-models-seasonal-seasonalindexer-module"></span><h2>pyFTS.models.seasonal.SeasonalIndexer module<a class="headerlink" href="#module-pyFTS.models.seasonal.SeasonalIndexer" title="Permalink to this headline">¶</a></h2> <dl class="py class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="sig-name descname">DataFrameSeasonalIndexer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">index_fields</span></em>, <em class="sig-param"><span class="n">index_seasons</span></em>, <em class="sig-param"><span class="n">data_field</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use the Pandas.DataFrame index position to index the seasonality</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data"> <code class="sig-name descname">get_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data_by_season"> <code class="sig-name descname">get_data_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_index_by_season"> <code class="sig-name descname">get_index_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_by_index"> <code class="sig-name descname">get_season_by_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">index</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_of_data"> <code class="sig-name descname">get_season_of_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.set_data"> <code class="sig-name descname">set_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DataFrameSeasonalIndexer.set_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DataFrameSeasonalIndexer.set_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="py class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="sig-name descname">DateTimeSeasonalIndexer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">date_field</span></em>, <em class="sig-param"><span class="n">index_fields</span></em>, <em class="sig-param"><span class="n">index_seasons</span></em>, <em class="sig-param"><span class="n">data_field</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use a Pandas.DataFrame date field to index the seasonality</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data"> <code class="sig-name descname">get_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data_by_season"> <code class="sig-name descname">get_data_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index"> <code class="sig-name descname">get_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index_by_season"> <code class="sig-name descname">get_index_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_by_index"> <code class="sig-name descname">get_season_by_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">index</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_of_data"> <code class="sig-name descname">get_season_of_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.set_data"> <code class="sig-name descname">set_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#DateTimeSeasonalIndexer.set_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.DateTimeSeasonalIndexer.set_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="py class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="sig-name descname">LinearSeasonalIndexer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">seasons</span></em>, <em class="sig-param"><span class="n">units</span></em>, <em class="sig-param"><span class="n">ignore</span><span class="o">=</span><span class="default_value">None</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer</span></code></a></p> <p>Use the data array/list position to index the seasonality</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_data"> <code class="sig-name descname">get_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_index_by_season"> <code class="sig-name descname">get_index_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_by_index"> <code class="sig-name descname">get_season_by_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">index</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_of_data"> <code class="sig-name descname">get_season_of_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#LinearSeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.LinearSeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="py class"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.SeasonalIndexer.</code><code class="sig-name descname">SeasonalIndexer</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">num_seasons</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.9)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p> <p>Seasonal Indexer. Responsible to find the seasonal index of a data point inside its data set</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data"> <code class="sig-name descname">get_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data_by_season"> <code class="sig-name descname">get_data_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_data_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_data_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index"> <code class="sig-name descname">get_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index_by_season"> <code class="sig-name descname">get_index_by_season</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">indexes</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_index_by_season"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_index_by_season" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_by_index"> <code class="sig-name descname">get_season_by_index</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">inde</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_season_by_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_by_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_of_data"> <code class="sig-name descname">get_season_of_data</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/SeasonalIndexer.html#SeasonalIndexer.get_season_of_data"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.SeasonalIndexer.SeasonalIndexer.get_season_of_data" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> </div> <div class="section" id="pyfts-models-seasonal-cmsfts-module"> <h2>pyFTS.models.seasonal.cmsfts module<a class="headerlink" href="#pyfts-models-seasonal-cmsfts-module" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS.models.seasonal.common"> <span id="pyfts-models-seasonal-common-module"></span><h2>pyFTS.models.seasonal.common module<a class="headerlink" href="#module-pyFTS.models.seasonal.common" title="Permalink to this headline">¶</a></h2> <dl class="py class"> <dt id="pyFTS.models.seasonal.common.DateTime"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.common.</code><code class="sig-name descname">DateTime</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">value</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#DateTime"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/enum.html#enum.Enum" title="(in Python v3.9)"><code class="xref py py-class docutils literal notranslate"><span class="pre">enum.Enum</span></code></a></p> <p>Data and Time granularity for time granularity and seasonality identification</p> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_month"> <code class="sig-name descname">day_of_month</code><em class="property"> = 30</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_week"> <code class="sig-name descname">day_of_week</code><em class="property"> = 7</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.day_of_year"> <code class="sig-name descname">day_of_year</code><em class="property"> = 364</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.day_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.half"> <code class="sig-name descname">half</code><em class="property"> = 2</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.half" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour"> <code class="sig-name descname">hour</code><em class="property"> = 24</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_day"> <code class="sig-name descname">hour_of_day</code><em class="property"> = 24</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_month"> <code class="sig-name descname">hour_of_month</code><em class="property"> = 744</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_week"> <code class="sig-name descname">hour_of_week</code><em class="property"> = 168</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.hour_of_year"> <code class="sig-name descname">hour_of_year</code><em class="property"> = 8736</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.hour_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute"> <code class="sig-name descname">minute</code><em class="property"> = 60</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_day"> <code class="sig-name descname">minute_of_day</code><em class="property"> = 1440</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_hour"> <code class="sig-name descname">minute_of_hour</code><em class="property"> = 60</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_month"> <code class="sig-name descname">minute_of_month</code><em class="property"> = 44640</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_week"> <code class="sig-name descname">minute_of_week</code><em class="property"> = 10080</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_week" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.minute_of_year"> <code class="sig-name descname">minute_of_year</code><em class="property"> = 524160</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.minute_of_year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.month"> <code class="sig-name descname">month</code><em class="property"> = 12</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.month" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.quarter"> <code class="sig-name descname">quarter</code><em class="property"> = 4</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.quarter" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second"> <code class="sig-name descname">second</code><em class="property"> = 60</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_day"> <code class="sig-name descname">second_of_day</code><em class="property"> = 86400</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_day" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_hour"> <code class="sig-name descname">second_of_hour</code><em class="property"> = 3600</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_hour" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.second_of_minute"> <code class="sig-name descname">second_of_minute</code><em class="property"> = 60.00001</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.second_of_minute" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.sixth"> <code class="sig-name descname">sixth</code><em class="property"> = 6</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.sixth" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.third"> <code class="sig-name descname">third</code><em class="property"> = 3</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.third" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.common.DateTime.year"> <code class="sig-name descname">year</code><em class="property"> = 1</em><a class="headerlink" href="#pyFTS.models.seasonal.common.DateTime.year" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </dd></dl> <dl class="py class"> <dt id="pyFTS.models.seasonal.common.FuzzySet"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.common.</code><code class="sig-name descname">FuzzySet</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">datepart</span></em>, <em class="sig-param"><span class="n">name</span></em>, <em class="sig-param"><span class="n">mf</span></em>, <em class="sig-param"><span class="n">parameters</span></em>, <em class="sig-param"><span class="n">centroid</span></em>, <em class="sig-param"><span class="n">alpha</span><span class="o">=</span><span class="default_value">1.0</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.FuzzySet" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.common.html#pyFTS.common.FuzzySet.FuzzySet" title="pyFTS.common.FuzzySet.FuzzySet"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.common.FuzzySet.FuzzySet</span></code></a></p> <p>Temporal/Seasonal Fuzzy Set</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.common.FuzzySet.transform"> <code class="sig-name descname">transform</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">x</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#FuzzySet.transform"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.FuzzySet.transform" title="Permalink to this definition">¶</a></dt> <dd><p>Preprocess the data point for non native types</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>x</strong> – </p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p>return a native type value for the structured type</p> </dd> </dl> </dd></dl> </dd></dl> <dl class="py function"> <dt id="pyFTS.models.seasonal.common.strip_datepart"> <code class="sig-prename descclassname">pyFTS.models.seasonal.common.</code><code class="sig-name descname">strip_datepart</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">date</span></em>, <em class="sig-param"><span class="n">date_part</span></em>, <em class="sig-param"><span class="n">mask</span><span class="o">=</span><span class="default_value">''</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/common.html#strip_datepart"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.common.strip_datepart" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> </div> <div class="section" id="pyfts-models-seasonal-msfts-module"> <h2>pyFTS.models.seasonal.msfts module<a class="headerlink" href="#pyfts-models-seasonal-msfts-module" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS.models.seasonal.partitioner"> <span id="pyfts-models-seasonal-partitioner-module"></span><h2>pyFTS.models.seasonal.partitioner module<a class="headerlink" href="#module-pyFTS.models.seasonal.partitioner" title="Permalink to this headline">¶</a></h2> <dl class="py class"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner"> <em class="property">class </em><code class="sig-prename descclassname">pyFTS.models.seasonal.partitioner.</code><code class="sig-name descname">TimeGridPartitioner</code><span class="sig-paren">(</span><em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner" title="Permalink to this definition">¶</a></dt> <dd><p>Bases: <a class="reference internal" href="pyFTS.partitioners.html#pyFTS.partitioners.partitioner.Partitioner" title="pyFTS.partitioners.partitioner.Partitioner"><code class="xref py py-class docutils literal notranslate"><span class="pre">pyFTS.partitioners.partitioner.Partitioner</span></code></a></p> <p>Even Length DateTime Grid Partitioner</p> <dl class="py method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build"> <code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build" title="Permalink to this definition">¶</a></dt> <dd><p>Perform the partitioning of the Universe of Discourse</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><p><strong>data</strong> – training data</p> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p></p> </dd> </dl> </dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build_index"> <code class="sig-name descname">build_index</code><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.build_index"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.build_index" title="Permalink to this definition">¶</a></dt> <dd></dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.extractor"> <code class="sig-name descname">extractor</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">x</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.extractor"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.extractor" title="Permalink to this definition">¶</a></dt> <dd><p>Extract a single primitive type from an structured instance</p> </dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.mask"> <code class="sig-name descname">mask</code><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.mask" title="Permalink to this definition">¶</a></dt> <dd><p>A string with datetime formating mask</p> </dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.plot"> <code class="sig-name descname">plot</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">ax</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.plot"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.plot" title="Permalink to this definition">¶</a></dt> <dd><p>Plot the :param ax: :return:</p> </dd></dl> <dl class="py method"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.search"> <code class="sig-name descname">search</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">data</span></em>, <em class="sig-param"><span class="o">**</span><span class="n">kwargs</span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/pyFTS/models/seasonal/partitioner.html#TimeGridPartitioner.search"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.search" title="Permalink to this definition">¶</a></dt> <dd><p>Perform a search for the nearest fuzzy sets of the point ‘data’. This function were designed to work with several overlapped fuzzy sets.</p> <dl class="field-list simple"> <dt class="field-odd">Parameters</dt> <dd class="field-odd"><ul class="simple"> <li><p><strong>data</strong> – the value to search for the nearest fuzzy sets</p></li> <li><p><strong>type</strong> – the return type: ‘index’ for the fuzzy set indexes or ‘name’ for fuzzy set names.</p></li> <li><p><strong>results</strong> – the number of nearest fuzzy sets to return</p></li> </ul> </dd> <dt class="field-even">Returns</dt> <dd class="field-even"><p>a list with the nearest fuzzy sets</p> </dd> </dl> </dd></dl> <dl class="py attribute"> <dt id="pyFTS.models.seasonal.partitioner.TimeGridPartitioner.season"> <code class="sig-name descname">season</code><a class="headerlink" href="#pyFTS.models.seasonal.partitioner.TimeGridPartitioner.season" title="Permalink to this definition">¶</a></dt> <dd><p>Seasonality, a pyFTS.models.seasonal.common.DateTime object</p> </dd></dl> </dd></dl> </div> <div class="section" id="pyfts-models-seasonal-sfts-module"> <h2>pyFTS.models.seasonal.sfts module<a class="headerlink" href="#pyfts-models-seasonal-sfts-module" title="Permalink to this headline">¶</a></h2> </div> <div class="section" id="module-pyFTS.models.seasonal"> <span id="module-contents"></span><h2>Module contents<a class="headerlink" href="#module-pyFTS.models.seasonal" title="Permalink to this headline">¶</a></h2> </div> </div> <div class="clearer"></div> </div> </div> </div> <div class="sphinxsidebar" role="navigation" aria-label="main navigation"> <div class="sphinxsidebarwrapper"> <h3><a href="index.html">Table of Contents</a></h3> <ul> <li><a class="reference internal" href="#">pyFTS.models.seasonal package</a><ul> <li><a class="reference internal" href="#submodules">Submodules</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.SeasonalIndexer">pyFTS.models.seasonal.SeasonalIndexer module</a></li> <li><a class="reference internal" href="#pyfts-models-seasonal-cmsfts-module">pyFTS.models.seasonal.cmsfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.common">pyFTS.models.seasonal.common module</a></li> <li><a class="reference internal" href="#pyfts-models-seasonal-msfts-module">pyFTS.models.seasonal.msfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal.partitioner">pyFTS.models.seasonal.partitioner module</a></li> <li><a class="reference internal" href="#pyfts-models-seasonal-sfts-module">pyFTS.models.seasonal.sfts module</a></li> <li><a class="reference internal" href="#module-pyFTS.models.seasonal">Module contents</a></li> </ul> </li> </ul> <h4>Previous topic</h4> <p class="topless"><a href="pyFTS.models.nonstationary.html" title="previous chapter">pyFTS.models.nonstationary package</a></p> <h4>Next topic</h4> <p class="topless"><a href="pyFTS.partitioners.html" title="next chapter">pyFTS.partitioners package</a></p> <div role="note" aria-label="source link"> <h3>This Page</h3> <ul class="this-page-menu"> <li><a href="_sources/pyFTS.models.seasonal.rst.txt" rel="nofollow">Show Source</a></li> </ul> </div> <div id="searchbox" style="display: none" role="search"> <h3 id="searchlabel">Quick search</h3> <div class="searchformwrapper"> <form class="search" action="search.html" method="get"> <input type="text" name="q" aria-labelledby="searchlabel" /> <input type="submit" value="Go" /> </form> </div> </div> <script>$('#searchbox').show(0);</script> </div> </div> <div class="clearer"></div> </div> <div class="related" role="navigation" aria-label="related navigation"> <h3>Navigation</h3> <ul> <li class="right" style="margin-right: 10px"> <a href="genindex.html" title="General Index" >index</a></li> <li class="right" > <a href="py-modindex.html" title="Python Module Index" >modules</a> |</li> <li class="right" > <a href="pyFTS.partitioners.html" title="pyFTS.partitioners package" >next</a> |</li> <li class="right" > <a href="pyFTS.models.nonstationary.html" title="pyFTS.models.nonstationary package" >previous</a> |</li> <li class="nav-item nav-item-0"><a href="index.html">pyFTS 1.6 documentation</a> »</li> <li class="nav-item nav-item-1"><a href="modules.html" >pyFTS</a> »</li> <li class="nav-item nav-item-2"><a href="pyFTS.html" >pyFTS package</a> »</li> <li class="nav-item nav-item-3"><a href="pyFTS.models.html" >pyFTS.models package</a> »</li> <li class="nav-item nav-item-this"><a href="">pyFTS.models.seasonal package</a></li> </ul> </div> <div class="footer" role="contentinfo"> © Copyright 2018, Machine Intelligence and Data Science Laboratory - UFMG - Brazil. Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 3.1.2. </div> </body> </html>