site/docs/4.0.0-preview1/api/python/reference/api/pyspark.SparkFiles.html - spark-website - Git at Google



 <!DOCTYPE html>


 <html >

   <head>
     <meta charset="utf-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" /><meta name="generator" content="Docutils 0.17.1: http://docutils.sourceforge.net/" />

     <title>pyspark.SparkFiles &#8212; PySpark 4.0.0-preview1 documentation</title>


   <script data-cfasync="false">
     document.documentElement.dataset.mode = localStorage.getItem("mode") || "";
     document.documentElement.dataset.theme = localStorage.getItem("theme") || "light";
   </script>

   <!-- Loaded before other Sphinx assets -->
   <link href="../../_static/styles/theme.css?digest=e353d410970836974a52" rel="stylesheet" />
 <link href="../../_static/styles/bootstrap.css?digest=e353d410970836974a52" rel="stylesheet" />
 <link href="../../_static/styles/pydata-sphinx-theme.css?digest=e353d410970836974a52" rel="stylesheet" />


   <link href="../../_static/vendor/fontawesome/6.1.2/css/all.min.css?digest=e353d410970836974a52" rel="stylesheet" />
   <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-solid-900.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-brands-400.woff2" />
 <link rel="preload" as="font" type="font/woff2" crossorigin href="../../_static/vendor/fontawesome/6.1.2/webfonts/fa-regular-400.woff2" />

     <link rel="stylesheet" type="text/css" href="../../_static/pygments.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/copybutton.css" />
     <link rel="stylesheet" type="text/css" href="../../_static/css/pyspark.css" />

   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52" />
 <link rel="preload" as="script" href="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52" />

     <script data-url_root="../../" id="documentation_options" 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/clipboard.min.js"></script>
     <script src="../../_static/copybutton.js"></script>
     <script crossorigin="anonymous" integrity="sha256-Ae2Vz/4ePdIu6ZyI/5ZGsYnb+m0JlOmKPjt6XZ9JJkA=" src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.3.4/require.min.js"></script>
     <script>DOCUMENTATION_OPTIONS.pagename = 'reference/api/pyspark.SparkFiles';</script>
     <link rel="canonical" href="https://spark.apache.org/docs/latest/api/python/reference/api/pyspark.SparkFiles.html" />
     <link rel="search" title="Search" href="../../search.html" />
     <link rel="next" title="pyspark.StorageLevel" href="pyspark.StorageLevel.html" />
     <link rel="prev" title="pyspark.SparkConf" href="pyspark.SparkConf.html" />
     <meta name="viewport" content="width=device-width, initial-scale=1" />
     <meta name="docsearch:language" content="None">


     <!-- Matomo -->
     <script type="text/javascript">
         var _paq = window._paq = window._paq || [];
         /* tracker methods like "setCustomDimension" should be called before "trackPageView" */
         _paq.push(["disableCookies"]);
         _paq.push(['trackPageView']);
         _paq.push(['enableLinkTracking']);
         (function() {
             var u="https://analytics.apache.org/";
             _paq.push(['setTrackerUrl', u+'matomo.php']);
             _paq.push(['setSiteId', '40']);
             var d=document, g=d.createElement('script'), s=d.getElementsByTagName('script')[0];
             g.async=true; g.src=u+'matomo.js'; s.parentNode.insertBefore(g,s);
         })();
     </script>
     <!-- End Matomo Code -->

   </head>


   <body data-bs-spy="scroll" data-bs-target=".bd-toc-nav" data-offset="180" data-bs-root-margin="0px 0px -60%" data-default-mode="">


   <a class="skip-link" href="#main-content">Skip to main content</a>

   <input type="checkbox"
           class="sidebar-toggle"
           name="__primary"
           id="__primary"/>
   <label class="overlay overlay-primary" for="__primary"></label>

   <input type="checkbox"
           class="sidebar-toggle"
           name="__secondary"
           id="__secondary"/>
   <label class="overlay overlay-secondary" for="__secondary"></label>

   <div class="search-button__wrapper">
     <div class="search-button__overlay"></div>
     <div class="search-button__search-container">
 <form class="bd-search d-flex align-items-center"
       action="../../search.html"
       method="get">
   <i class="fa-solid fa-magnifying-glass"></i>
   <input type="search"
          class="form-control"
          name="q"
          id="search-input"
          placeholder="Search the docs ..."
          aria-label="Search the docs ..."
          autocomplete="off"
          autocorrect="off"
          autocapitalize="off"
          spellcheck="false"/>
   <span class="search-button__kbd-shortcut"><kbd class="kbd-shortcut__modifier">Ctrl</kbd>+<kbd>K</kbd></span>
 </form></div>
   </div>

     <nav class="bd-header navbar navbar-expand-lg bd-navbar">
 <div class="bd-header__inner bd-page-width">
   <label class="sidebar-toggle primary-toggle" for="__primary">
     <span class="fa-solid fa-bars"></span>
   </label>

   <div class="navbar-header-items__start">

       <div class="navbar-item">


 <a class="navbar-brand logo" href="../../index.html">


     <img src="../../_static/spark-logo-light.png" class="logo__image only-light" alt="Logo image"/>
     <script>document.write(`<img src="../../_static/spark-logo-dark.png" class="logo__image only-dark" alt="Logo image"/>`);</script>


 </a></div>

   </div>


   <div class="col-lg-9 navbar-header-items">

     <div class="me-auto navbar-header-items__center">

         <div class="navbar-item"><nav class="navbar-nav">
   <p class="sidebar-header-items__title"
      role="heading"
      aria-level="1"
      aria-label="Site Navigation">
     Site Navigation
   </p>
   <ul class="bd-navbar-elements navbar-nav">

                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../index.html">
                         Overview
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../getting_started/index.html">
                         Getting Started
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../user_guide/index.html">
                         User Guides
                       </a>
                     </li>


                     <li class="nav-item current active">
                       <a class="nav-link nav-internal" href="../index.html">
                         API Reference
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../development/index.html">
                         Development
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../migration_guide/index.html">
                         Migration Guides
                       </a>
                     </li>

   </ul>
 </nav></div>

     </div>


     <div class="navbar-header-items__end">

         <div class="navbar-item navbar-persistent--container">

 <script>
 document.write(`
   <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
   </button>
 `);
 </script>
         </div>


         <div class="navbar-item"><!--
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
 this work for additional information regarding copyright ownership.
 The ASF licenses this file to You under the Apache License, Version 2.0
 (the "License"); you may not use this file except in compliance with
 the License.  You may obtain a copy of the License at

 http://www.apache.org/licenses/LICENSE-2.0

 Unless required by applicable law or agreed to in writing, software
 distributed under the License is distributed on an "AS IS" BASIS,
 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 -->

 <div id="version-button" class="dropdown">
     <button type="button" class="btn btn-secondary btn-sm navbar-btn dropdown-toggle" id="version_switcher_button" data-toggle="dropdown">
         4.0.0-preview1
         <span class="caret"></span>
     </button>
     <div id="version_switcher" class="dropdown-menu list-group-flush py-0" aria-labelledby="version_switcher_button">
     <!-- dropdown will be populated by javascript on page load -->
     </div>
 </div>

 <script type="text/javascript">
 // Function to construct the target URL from the JSON components
 function buildURL(entry) {
     var template = "https://spark.apache.org/docs/{version}/api/python/index.html";  // supplied by jinja
     template = template.replace("{version}", entry.version);
     return template;
 }

 // Function to check if corresponding page path exists in other version of docs
 // and, if so, go there instead of the homepage of the other docs version
 function checkPageExistsAndRedirect(event) {
     const currentFilePath = "reference/api/pyspark.SparkFiles.html",
           otherDocsHomepage = event.target.getAttribute("href");
     let tryUrl = `${otherDocsHomepage}${currentFilePath}`;
     $.ajax({
         type: 'HEAD',
         url: tryUrl,
         // if the page exists, go there
         success: function() {
             location.href = tryUrl;
         }
     }).fail(function() {
         location.href = otherDocsHomepage;
     });
     return false;
 }

 // Function to populate the version switcher
 (function () {
     // get JSON config
     $.getJSON("https://spark.apache.org/static/versions.json", function(data, textStatus, jqXHR) {
         // create the nodes first (before AJAX calls) to ensure the order is
         // correct (for now, links will go to doc version homepage)
         $.each(data, function(index, entry) {
             // if no custom name specified (e.g., "latest"), use version string
             if (!("name" in entry)) {
                 entry.name = entry.version;
             }
             // construct the appropriate URL, and add it to the dropdown
             entry.url = buildURL(entry);
             const node = document.createElement("a");
             node.setAttribute("class", "list-group-item list-group-item-action py-1");
             node.setAttribute("href", `${entry.url}`);
             node.textContent = `${entry.name}`;
             node.onclick = checkPageExistsAndRedirect;
             $("#version_switcher").append(node);
         });
     });
 })();
 </script></div>

         <div class="navbar-item">
 <script>
 document.write(`
   <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
     <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
     <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
   </button>
 `);
 </script></div>

         <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
         <li class="nav-item">


           <a href="https://github.com/apache/spark" title="GitHub" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><span><i class="fa-brands fa-github"></i></span>
             <label class="sr-only">GitHub</label></a>
         </li>
         <li class="nav-item">


           <a href="https://pypi.org/project/pyspark" title="PyPI" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><span><i class="fa-solid fa-box"></i></span>
             <label class="sr-only">PyPI</label></a>
         </li>
 </ul></div>

     </div>

   </div>


     <div class="navbar-persistent--mobile">
 <script>
 document.write(`
   <button class="btn btn-sm navbar-btn search-button search-button__button" title="Search" aria-label="Search" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <i class="fa-solid fa-magnifying-glass"></i>
   </button>
 `);
 </script>
     </div>


     <label class="sidebar-toggle secondary-toggle" for="__secondary">
       <span class="fa-solid fa-outdent"></span>
     </label>

 </div>

     </nav>

   <div class="bd-container">
     <div class="bd-container__inner bd-page-width">

       <div class="bd-sidebar-primary bd-sidebar">


   <div class="sidebar-header-items sidebar-primary__section">


       <div class="sidebar-header-items__center">

           <div class="navbar-item"><nav class="navbar-nav">
   <p class="sidebar-header-items__title"
      role="heading"
      aria-level="1"
      aria-label="Site Navigation">
     Site Navigation
   </p>
   <ul class="bd-navbar-elements navbar-nav">

                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../index.html">
                         Overview
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../getting_started/index.html">
                         Getting Started
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../user_guide/index.html">
                         User Guides
                       </a>
                     </li>


                     <li class="nav-item current active">
                       <a class="nav-link nav-internal" href="../index.html">
                         API Reference
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../development/index.html">
                         Development
                       </a>
                     </li>


                     <li class="nav-item">
                       <a class="nav-link nav-internal" href="../../migration_guide/index.html">
                         Migration Guides
                       </a>
                     </li>

   </ul>
 </nav></div>

       </div>


       <div class="sidebar-header-items__end">

           <div class="navbar-item"><!--
 Licensed to the Apache Software Foundation (ASF) under one or more
 contributor license agreements.  See the NOTICE file distributed with
 this work for additional information regarding copyright ownership.
 The ASF licenses this file to You under the Apache License, Version 2.0
 (the "License"); you may not use this file except in compliance with
 the License.  You may obtain a copy of the License at

 http://www.apache.org/licenses/LICENSE-2.0

 Unless required by applicable law or agreed to in writing, software
 distributed under the License is distributed on an "AS IS" BASIS,
 WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 See the License for the specific language governing permissions and
 limitations under the License.
 -->

 <div id="version-button" class="dropdown">
     <button type="button" class="btn btn-secondary btn-sm navbar-btn dropdown-toggle" id="version_switcher_button" data-toggle="dropdown">
         4.0.0-preview1
         <span class="caret"></span>
     </button>
     <div id="version_switcher" class="dropdown-menu list-group-flush py-0" aria-labelledby="version_switcher_button">
     <!-- dropdown will be populated by javascript on page load -->
     </div>
 </div>

 <script type="text/javascript">
 // Function to construct the target URL from the JSON components
 function buildURL(entry) {
     var template = "https://spark.apache.org/docs/{version}/api/python/index.html";  // supplied by jinja
     template = template.replace("{version}", entry.version);
     return template;
 }

 // Function to check if corresponding page path exists in other version of docs
 // and, if so, go there instead of the homepage of the other docs version
 function checkPageExistsAndRedirect(event) {
     const currentFilePath = "reference/api/pyspark.SparkFiles.html",
           otherDocsHomepage = event.target.getAttribute("href");
     let tryUrl = `${otherDocsHomepage}${currentFilePath}`;
     $.ajax({
         type: 'HEAD',
         url: tryUrl,
         // if the page exists, go there
         success: function() {
             location.href = tryUrl;
         }
     }).fail(function() {
         location.href = otherDocsHomepage;
     });
     return false;
 }

 // Function to populate the version switcher
 (function () {
     // get JSON config
     $.getJSON("https://spark.apache.org/static/versions.json", function(data, textStatus, jqXHR) {
         // create the nodes first (before AJAX calls) to ensure the order is
         // correct (for now, links will go to doc version homepage)
         $.each(data, function(index, entry) {
             // if no custom name specified (e.g., "latest"), use version string
             if (!("name" in entry)) {
                 entry.name = entry.version;
             }
             // construct the appropriate URL, and add it to the dropdown
             entry.url = buildURL(entry);
             const node = document.createElement("a");
             node.setAttribute("class", "list-group-item list-group-item-action py-1");
             node.setAttribute("href", `${entry.url}`);
             node.textContent = `${entry.name}`;
             node.onclick = checkPageExistsAndRedirect;
             $("#version_switcher").append(node);
         });
     });
 })();
 </script></div>

           <div class="navbar-item">
 <script>
 document.write(`
   <button class="theme-switch-button btn btn-sm btn-outline-primary navbar-btn rounded-circle" title="light/dark" aria-label="light/dark" data-bs-placement="bottom" data-bs-toggle="tooltip">
     <span class="theme-switch" data-mode="light"><i class="fa-solid fa-sun"></i></span>
     <span class="theme-switch" data-mode="dark"><i class="fa-solid fa-moon"></i></span>
     <span class="theme-switch" data-mode="auto"><i class="fa-solid fa-circle-half-stroke"></i></span>
   </button>
 `);
 </script></div>

           <div class="navbar-item"><ul class="navbar-icon-links navbar-nav"
     aria-label="Icon Links">
         <li class="nav-item">


           <a href="https://github.com/apache/spark" title="GitHub" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><span><i class="fa-brands fa-github"></i></span>
             <label class="sr-only">GitHub</label></a>
         </li>
         <li class="nav-item">


           <a href="https://pypi.org/project/pyspark" title="PyPI" class="nav-link" rel="noopener" target="_blank" data-bs-toggle="tooltip" data-bs-placement="bottom"><span><i class="fa-solid fa-box"></i></span>
             <label class="sr-only">PyPI</label></a>
         </li>
 </ul></div>

       </div>

   </div>

     <div class="sidebar-primary-items__start sidebar-primary__section">
         <div class="sidebar-primary-item"><nav class="bd-docs-nav bd-links"
      aria-label="Section Navigation">
   <p class="bd-links__title" role="heading" aria-level="1">Section Navigation</p>
   <div class="bd-toc-item navbar-nav"><ul class="current nav bd-sidenav">
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.sql/index.html">Spark SQL</a><input class="toctree-checkbox" id="toctree-checkbox-1" name="toctree-checkbox-1" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-1"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/core_classes.html">Core Classes</a><input class="toctree-checkbox" id="toctree-checkbox-2" name="toctree-checkbox-2" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-2"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.html">pyspark.sql.SparkSession</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.html">pyspark.sql.Catalog</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.html">pyspark.sql.DataFrame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.html">pyspark.sql.Column</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Observation.html">pyspark.sql.Observation</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Row.html">pyspark.sql.Row</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.html">pyspark.sql.GroupedData</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.PandasCogroupedOps.html">pyspark.sql.PandasCogroupedOps</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameNaFunctions.html">pyspark.sql.DataFrameNaFunctions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.html">pyspark.sql.DataFrameStatFunctions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.html">pyspark.sql.Window</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.html">pyspark.sql.DataFrameReader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.html">pyspark.sql.DataFrameWriter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.html">pyspark.sql.DataFrameWriterV2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDFRegistration.html">pyspark.sql.UDFRegistration</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDTFRegistration.html">pyspark.sql.UDTFRegistration</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udf.UserDefinedFunction.html">pyspark.sql.udf.UserDefinedFunction</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udtf.UserDefinedTableFunction.html">pyspark.sql.udtf.UserDefinedTableFunction</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.html">pyspark.sql.datasource.DataSource</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceReader.html">pyspark.sql.datasource.DataSourceReader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.html">pyspark.sql.datasource.DataSourceStreamReader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceWriter.html">pyspark.sql.datasource.DataSourceWriter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceRegistration.html">pyspark.sql.datasource.DataSourceRegistration</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.InputPartition.html">pyspark.sql.datasource.InputPartition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.WriterCommitMessage.html">pyspark.sql.datasource.WriterCommitMessage</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.VariantVal.html">pyspark.sql.VariantVal</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/spark_session.html">Spark Session</a><input class="toctree-checkbox" id="toctree-checkbox-3" name="toctree-checkbox-3" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-3"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.active.html">pyspark.sql.SparkSession.active</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.appName.html">pyspark.sql.SparkSession.builder.appName</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.config.html">pyspark.sql.SparkSession.builder.config</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.enableHiveSupport.html">pyspark.sql.SparkSession.builder.enableHiveSupport</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.getOrCreate.html">pyspark.sql.SparkSession.builder.getOrCreate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.master.html">pyspark.sql.SparkSession.builder.master</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.remote.html">pyspark.sql.SparkSession.builder.remote</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.catalog.html">pyspark.sql.SparkSession.catalog</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.conf.html">pyspark.sql.SparkSession.conf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.createDataFrame.html">pyspark.sql.SparkSession.createDataFrame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.dataSource.html">pyspark.sql.SparkSession.dataSource</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.getActiveSession.html">pyspark.sql.SparkSession.getActiveSession</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.newSession.html">pyspark.sql.SparkSession.newSession</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.profile.html">pyspark.sql.SparkSession.profile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.range.html">pyspark.sql.SparkSession.range</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.read.html">pyspark.sql.SparkSession.read</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.readStream.html">pyspark.sql.SparkSession.readStream</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.sparkContext.html">pyspark.sql.SparkSession.sparkContext</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.sql.html">pyspark.sql.SparkSession.sql</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.stop.html">pyspark.sql.SparkSession.stop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.streams.html">pyspark.sql.SparkSession.streams</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.table.html">pyspark.sql.SparkSession.table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.udf.html">pyspark.sql.SparkSession.udf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.udtf.html">pyspark.sql.SparkSession.udtf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.version.html">pyspark.sql.SparkSession.version</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.is_remote.html">pyspark.sql.is_remote</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.builder.create.html">pyspark.sql.SparkSession.builder.create</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.addArtifact.html">pyspark.sql.SparkSession.addArtifact</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.addArtifacts.html">pyspark.sql.SparkSession.addArtifacts</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.addTag.html">pyspark.sql.SparkSession.addTag</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.clearProgressHandlers.html">pyspark.sql.SparkSession.clearProgressHandlers</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.clearTags.html">pyspark.sql.SparkSession.clearTags</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.client.html">pyspark.sql.SparkSession.client</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.copyFromLocalToFs.html">pyspark.sql.SparkSession.copyFromLocalToFs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.getTags.html">pyspark.sql.SparkSession.getTags</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.interruptAll.html">pyspark.sql.SparkSession.interruptAll</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.interruptOperation.html">pyspark.sql.SparkSession.interruptOperation</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.interruptTag.html">pyspark.sql.SparkSession.interruptTag</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.registerProgressHandler.html">pyspark.sql.SparkSession.registerProgressHandler</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.removeProgressHandler.html">pyspark.sql.SparkSession.removeProgressHandler</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.SparkSession.removeTag.html">pyspark.sql.SparkSession.removeTag</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/configuration.html">Configuration</a><input class="toctree-checkbox" id="toctree-checkbox-4" name="toctree-checkbox-4" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-4"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.conf.RuntimeConfig.html">pyspark.sql.conf.RuntimeConfig</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/io.html">Input/Output</a><input class="toctree-checkbox" id="toctree-checkbox-5" name="toctree-checkbox-5" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-5"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.csv.html">pyspark.sql.DataFrameReader.csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.format.html">pyspark.sql.DataFrameReader.format</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.jdbc.html">pyspark.sql.DataFrameReader.jdbc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.json.html">pyspark.sql.DataFrameReader.json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.load.html">pyspark.sql.DataFrameReader.load</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.option.html">pyspark.sql.DataFrameReader.option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.options.html">pyspark.sql.DataFrameReader.options</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.orc.html">pyspark.sql.DataFrameReader.orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.parquet.html">pyspark.sql.DataFrameReader.parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.schema.html">pyspark.sql.DataFrameReader.schema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.table.html">pyspark.sql.DataFrameReader.table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameReader.text.html">pyspark.sql.DataFrameReader.text</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.bucketBy.html">pyspark.sql.DataFrameWriter.bucketBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.csv.html">pyspark.sql.DataFrameWriter.csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.format.html">pyspark.sql.DataFrameWriter.format</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.insertInto.html">pyspark.sql.DataFrameWriter.insertInto</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.jdbc.html">pyspark.sql.DataFrameWriter.jdbc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.json.html">pyspark.sql.DataFrameWriter.json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.mode.html">pyspark.sql.DataFrameWriter.mode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.option.html">pyspark.sql.DataFrameWriter.option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.options.html">pyspark.sql.DataFrameWriter.options</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.orc.html">pyspark.sql.DataFrameWriter.orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.parquet.html">pyspark.sql.DataFrameWriter.parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.partitionBy.html">pyspark.sql.DataFrameWriter.partitionBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.save.html">pyspark.sql.DataFrameWriter.save</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.saveAsTable.html">pyspark.sql.DataFrameWriter.saveAsTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.sortBy.html">pyspark.sql.DataFrameWriter.sortBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriter.text.html">pyspark.sql.DataFrameWriter.text</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.using.html">pyspark.sql.DataFrameWriterV2.using</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.option.html">pyspark.sql.DataFrameWriterV2.option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.options.html">pyspark.sql.DataFrameWriterV2.options</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.tableProperty.html">pyspark.sql.DataFrameWriterV2.tableProperty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.partitionedBy.html">pyspark.sql.DataFrameWriterV2.partitionedBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.create.html">pyspark.sql.DataFrameWriterV2.create</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.replace.html">pyspark.sql.DataFrameWriterV2.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.createOrReplace.html">pyspark.sql.DataFrameWriterV2.createOrReplace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.append.html">pyspark.sql.DataFrameWriterV2.append</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.overwrite.html">pyspark.sql.DataFrameWriterV2.overwrite</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameWriterV2.overwritePartitions.html">pyspark.sql.DataFrameWriterV2.overwritePartitions</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/dataframe.html">DataFrame</a><input class="toctree-checkbox" id="toctree-checkbox-6" name="toctree-checkbox-6" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-6"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.__getattr__.html">pyspark.sql.DataFrame.__getattr__</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.__getitem__.html">pyspark.sql.DataFrame.__getitem__</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.agg.html">pyspark.sql.DataFrame.agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.alias.html">pyspark.sql.DataFrame.alias</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.approxQuantile.html">pyspark.sql.DataFrame.approxQuantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.cache.html">pyspark.sql.DataFrame.cache</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.checkpoint.html">pyspark.sql.DataFrame.checkpoint</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.coalesce.html">pyspark.sql.DataFrame.coalesce</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.colRegex.html">pyspark.sql.DataFrame.colRegex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.collect.html">pyspark.sql.DataFrame.collect</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.columns.html">pyspark.sql.DataFrame.columns</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.corr.html">pyspark.sql.DataFrame.corr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.count.html">pyspark.sql.DataFrame.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.cov.html">pyspark.sql.DataFrame.cov</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.createGlobalTempView.html">pyspark.sql.DataFrame.createGlobalTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.createOrReplaceGlobalTempView.html">pyspark.sql.DataFrame.createOrReplaceGlobalTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.createOrReplaceTempView.html">pyspark.sql.DataFrame.createOrReplaceTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.createTempView.html">pyspark.sql.DataFrame.createTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.crossJoin.html">pyspark.sql.DataFrame.crossJoin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.crosstab.html">pyspark.sql.DataFrame.crosstab</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.cube.html">pyspark.sql.DataFrame.cube</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.describe.html">pyspark.sql.DataFrame.describe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.distinct.html">pyspark.sql.DataFrame.distinct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.drop.html">pyspark.sql.DataFrame.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.dropDuplicates.html">pyspark.sql.DataFrame.dropDuplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.dropDuplicatesWithinWatermark.html">pyspark.sql.DataFrame.dropDuplicatesWithinWatermark</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.drop_duplicates.html">pyspark.sql.DataFrame.drop_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.dropna.html">pyspark.sql.DataFrame.dropna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.dtypes.html">pyspark.sql.DataFrame.dtypes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.exceptAll.html">pyspark.sql.DataFrame.exceptAll</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.explain.html">pyspark.sql.DataFrame.explain</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.fillna.html">pyspark.sql.DataFrame.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.filter.html">pyspark.sql.DataFrame.filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.first.html">pyspark.sql.DataFrame.first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.foreach.html">pyspark.sql.DataFrame.foreach</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.foreachPartition.html">pyspark.sql.DataFrame.foreachPartition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.freqItems.html">pyspark.sql.DataFrame.freqItems</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.groupBy.html">pyspark.sql.DataFrame.groupBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.groupingSets.html">pyspark.sql.DataFrame.groupingSets</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.head.html">pyspark.sql.DataFrame.head</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.hint.html">pyspark.sql.DataFrame.hint</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.inputFiles.html">pyspark.sql.DataFrame.inputFiles</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.intersect.html">pyspark.sql.DataFrame.intersect</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.intersectAll.html">pyspark.sql.DataFrame.intersectAll</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.isEmpty.html">pyspark.sql.DataFrame.isEmpty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.isLocal.html">pyspark.sql.DataFrame.isLocal</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.isStreaming.html">pyspark.sql.DataFrame.isStreaming</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.join.html">pyspark.sql.DataFrame.join</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.limit.html">pyspark.sql.DataFrame.limit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.localCheckpoint.html">pyspark.sql.DataFrame.localCheckpoint</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.mapInPandas.html">pyspark.sql.DataFrame.mapInPandas</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.mapInArrow.html">pyspark.sql.DataFrame.mapInArrow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.melt.html">pyspark.sql.DataFrame.melt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.na.html">pyspark.sql.DataFrame.na</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.observe.html">pyspark.sql.DataFrame.observe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.offset.html">pyspark.sql.DataFrame.offset</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.orderBy.html">pyspark.sql.DataFrame.orderBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.persist.html">pyspark.sql.DataFrame.persist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.printSchema.html">pyspark.sql.DataFrame.printSchema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.randomSplit.html">pyspark.sql.DataFrame.randomSplit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.rdd.html">pyspark.sql.DataFrame.rdd</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.registerTempTable.html">pyspark.sql.DataFrame.registerTempTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.repartition.html">pyspark.sql.DataFrame.repartition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.repartitionByRange.html">pyspark.sql.DataFrame.repartitionByRange</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.replace.html">pyspark.sql.DataFrame.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.rollup.html">pyspark.sql.DataFrame.rollup</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sameSemantics.html">pyspark.sql.DataFrame.sameSemantics</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sample.html">pyspark.sql.DataFrame.sample</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sampleBy.html">pyspark.sql.DataFrame.sampleBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.schema.html">pyspark.sql.DataFrame.schema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.select.html">pyspark.sql.DataFrame.select</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.selectExpr.html">pyspark.sql.DataFrame.selectExpr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.semanticHash.html">pyspark.sql.DataFrame.semanticHash</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.show.html">pyspark.sql.DataFrame.show</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sort.html">pyspark.sql.DataFrame.sort</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sortWithinPartitions.html">pyspark.sql.DataFrame.sortWithinPartitions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.sparkSession.html">pyspark.sql.DataFrame.sparkSession</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.stat.html">pyspark.sql.DataFrame.stat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.storageLevel.html">pyspark.sql.DataFrame.storageLevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.subtract.html">pyspark.sql.DataFrame.subtract</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.summary.html">pyspark.sql.DataFrame.summary</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.tail.html">pyspark.sql.DataFrame.tail</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.take.html">pyspark.sql.DataFrame.take</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.to.html">pyspark.sql.DataFrame.to</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.toArrow.html">pyspark.sql.DataFrame.toArrow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.toDF.html">pyspark.sql.DataFrame.toDF</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.toJSON.html">pyspark.sql.DataFrame.toJSON</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.toLocalIterator.html">pyspark.sql.DataFrame.toLocalIterator</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.toPandas.html">pyspark.sql.DataFrame.toPandas</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.transform.html">pyspark.sql.DataFrame.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.union.html">pyspark.sql.DataFrame.union</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.unionAll.html">pyspark.sql.DataFrame.unionAll</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.unionByName.html">pyspark.sql.DataFrame.unionByName</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.unpersist.html">pyspark.sql.DataFrame.unpersist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.unpivot.html">pyspark.sql.DataFrame.unpivot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.where.html">pyspark.sql.DataFrame.where</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withColumn.html">pyspark.sql.DataFrame.withColumn</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withColumns.html">pyspark.sql.DataFrame.withColumns</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withColumnRenamed.html">pyspark.sql.DataFrame.withColumnRenamed</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withColumnsRenamed.html">pyspark.sql.DataFrame.withColumnsRenamed</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withMetadata.html">pyspark.sql.DataFrame.withMetadata</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.withWatermark.html">pyspark.sql.DataFrame.withWatermark</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.write.html">pyspark.sql.DataFrame.write</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.writeStream.html">pyspark.sql.DataFrame.writeStream</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.writeTo.html">pyspark.sql.DataFrame.writeTo</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrame.pandas_api.html">pyspark.sql.DataFrame.pandas_api</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameNaFunctions.drop.html">pyspark.sql.DataFrameNaFunctions.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameNaFunctions.fill.html">pyspark.sql.DataFrameNaFunctions.fill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameNaFunctions.replace.html">pyspark.sql.DataFrameNaFunctions.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.approxQuantile.html">pyspark.sql.DataFrameStatFunctions.approxQuantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.corr.html">pyspark.sql.DataFrameStatFunctions.corr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.cov.html">pyspark.sql.DataFrameStatFunctions.cov</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.crosstab.html">pyspark.sql.DataFrameStatFunctions.crosstab</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.freqItems.html">pyspark.sql.DataFrameStatFunctions.freqItems</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.DataFrameStatFunctions.sampleBy.html">pyspark.sql.DataFrameStatFunctions.sampleBy</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/column.html">Column</a><input class="toctree-checkbox" id="toctree-checkbox-7" name="toctree-checkbox-7" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-7"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.__getattr__.html">pyspark.sql.Column.__getattr__</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.__getitem__.html">pyspark.sql.Column.__getitem__</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.alias.html">pyspark.sql.Column.alias</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.asc.html">pyspark.sql.Column.asc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.asc_nulls_first.html">pyspark.sql.Column.asc_nulls_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.asc_nulls_last.html">pyspark.sql.Column.asc_nulls_last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.astype.html">pyspark.sql.Column.astype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.between.html">pyspark.sql.Column.between</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.bitwiseAND.html">pyspark.sql.Column.bitwiseAND</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.bitwiseOR.html">pyspark.sql.Column.bitwiseOR</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.bitwiseXOR.html">pyspark.sql.Column.bitwiseXOR</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.cast.html">pyspark.sql.Column.cast</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.contains.html">pyspark.sql.Column.contains</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.desc.html">pyspark.sql.Column.desc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.desc_nulls_first.html">pyspark.sql.Column.desc_nulls_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.desc_nulls_last.html">pyspark.sql.Column.desc_nulls_last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.dropFields.html">pyspark.sql.Column.dropFields</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.endswith.html">pyspark.sql.Column.endswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.eqNullSafe.html">pyspark.sql.Column.eqNullSafe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.getField.html">pyspark.sql.Column.getField</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.getItem.html">pyspark.sql.Column.getItem</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.ilike.html">pyspark.sql.Column.ilike</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.isNaN.html">pyspark.sql.Column.isNaN</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.isNotNull.html">pyspark.sql.Column.isNotNull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.isNull.html">pyspark.sql.Column.isNull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.isin.html">pyspark.sql.Column.isin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.like.html">pyspark.sql.Column.like</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.name.html">pyspark.sql.Column.name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.otherwise.html">pyspark.sql.Column.otherwise</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.over.html">pyspark.sql.Column.over</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.rlike.html">pyspark.sql.Column.rlike</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.startswith.html">pyspark.sql.Column.startswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.substr.html">pyspark.sql.Column.substr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.try_cast.html">pyspark.sql.Column.try_cast</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.when.html">pyspark.sql.Column.when</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Column.withField.html">pyspark.sql.Column.withField</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/data_types.html">Data Types</a><input class="toctree-checkbox" id="toctree-checkbox-8" name="toctree-checkbox-8" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-8"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.ArrayType.html">ArrayType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.BinaryType.html">BinaryType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.BooleanType.html">BooleanType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.ByteType.html">ByteType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.DataType.html">DataType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.DateType.html">DateType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.DecimalType.html">DecimalType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.DoubleType.html">DoubleType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.FloatType.html">FloatType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.IntegerType.html">IntegerType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.LongType.html">LongType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.MapType.html">MapType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.NullType.html">NullType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.ShortType.html">ShortType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.StringType.html">StringType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.CharType.html">CharType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.VarcharType.html">VarcharType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.StructField.html">StructField</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.StructType.html">StructType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.VariantType.html">VariantType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.TimestampType.html">TimestampType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.TimestampNTZType.html">TimestampNTZType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.DayTimeIntervalType.html">DayTimeIntervalType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.YearMonthIntervalType.html">YearMonthIntervalType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.types.CalendarIntervalType.html">CalendarIntervalType</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/row.html">Row</a><input class="toctree-checkbox" id="toctree-checkbox-9" name="toctree-checkbox-9" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-9"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Row.asDict.html">pyspark.sql.Row.asDict</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/functions.html">Functions</a><input class="toctree-checkbox" id="toctree-checkbox-10" name="toctree-checkbox-10" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-10"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.broadcast.html">pyspark.sql.functions.broadcast</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.call_function.html">pyspark.sql.functions.call_function</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.col.html">pyspark.sql.functions.col</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.column.html">pyspark.sql.functions.column</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lit.html">pyspark.sql.functions.lit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.expr.html">pyspark.sql.functions.expr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.coalesce.html">pyspark.sql.functions.coalesce</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ifnull.html">pyspark.sql.functions.ifnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.nanvl.html">pyspark.sql.functions.nanvl</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.nullif.html">pyspark.sql.functions.nullif</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.nvl.html">pyspark.sql.functions.nvl</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.nvl2.html">pyspark.sql.functions.nvl2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.when.html">pyspark.sql.functions.when</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.equal_null.html">pyspark.sql.functions.equal_null</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ilike.html">pyspark.sql.functions.ilike</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.isnan.html">pyspark.sql.functions.isnan</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.isnotnull.html">pyspark.sql.functions.isnotnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.isnull.html">pyspark.sql.functions.isnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.like.html">pyspark.sql.functions.like</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp.html">pyspark.sql.functions.regexp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_like.html">pyspark.sql.functions.regexp_like</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rlike.html">pyspark.sql.functions.rlike</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.asc.html">pyspark.sql.functions.asc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.asc_nulls_first.html">pyspark.sql.functions.asc_nulls_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.asc_nulls_last.html">pyspark.sql.functions.asc_nulls_last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.desc.html">pyspark.sql.functions.desc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.desc_nulls_first.html">pyspark.sql.functions.desc_nulls_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.desc_nulls_last.html">pyspark.sql.functions.desc_nulls_last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.abs.html">pyspark.sql.functions.abs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.acos.html">pyspark.sql.functions.acos</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.acosh.html">pyspark.sql.functions.acosh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.asin.html">pyspark.sql.functions.asin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.asinh.html">pyspark.sql.functions.asinh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.atan.html">pyspark.sql.functions.atan</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.atan2.html">pyspark.sql.functions.atan2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.atanh.html">pyspark.sql.functions.atanh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bin.html">pyspark.sql.functions.bin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bround.html">pyspark.sql.functions.bround</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cbrt.html">pyspark.sql.functions.cbrt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ceil.html">pyspark.sql.functions.ceil</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ceiling.html">pyspark.sql.functions.ceiling</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.conv.html">pyspark.sql.functions.conv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cos.html">pyspark.sql.functions.cos</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cosh.html">pyspark.sql.functions.cosh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cot.html">pyspark.sql.functions.cot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.csc.html">pyspark.sql.functions.csc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.degrees.html">pyspark.sql.functions.degrees</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.e.html">pyspark.sql.functions.e</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.exp.html">pyspark.sql.functions.exp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.expm1.html">pyspark.sql.functions.expm1</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.factorial.html">pyspark.sql.functions.factorial</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.floor.html">pyspark.sql.functions.floor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.greatest.html">pyspark.sql.functions.greatest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hex.html">pyspark.sql.functions.hex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hypot.html">pyspark.sql.functions.hypot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.least.html">pyspark.sql.functions.least</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ln.html">pyspark.sql.functions.ln</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.log.html">pyspark.sql.functions.log</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.log10.html">pyspark.sql.functions.log10</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.log1p.html">pyspark.sql.functions.log1p</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.log2.html">pyspark.sql.functions.log2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.negate.html">pyspark.sql.functions.negate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.negative.html">pyspark.sql.functions.negative</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.pi.html">pyspark.sql.functions.pi</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.pmod.html">pyspark.sql.functions.pmod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.positive.html">pyspark.sql.functions.positive</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.pow.html">pyspark.sql.functions.pow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.power.html">pyspark.sql.functions.power</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.radians.html">pyspark.sql.functions.radians</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rand.html">pyspark.sql.functions.rand</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.randn.html">pyspark.sql.functions.randn</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rint.html">pyspark.sql.functions.rint</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.round.html">pyspark.sql.functions.round</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sec.html">pyspark.sql.functions.sec</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sign.html">pyspark.sql.functions.sign</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.signum.html">pyspark.sql.functions.signum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sin.html">pyspark.sql.functions.sin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sinh.html">pyspark.sql.functions.sinh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sqrt.html">pyspark.sql.functions.sqrt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.tan.html">pyspark.sql.functions.tan</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.tanh.html">pyspark.sql.functions.tanh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_add.html">pyspark.sql.functions.try_add</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_divide.html">pyspark.sql.functions.try_divide</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_multiply.html">pyspark.sql.functions.try_multiply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_remainder.html">pyspark.sql.functions.try_remainder</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_subtract.html">pyspark.sql.functions.try_subtract</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unhex.html">pyspark.sql.functions.unhex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.width_bucket.html">pyspark.sql.functions.width_bucket</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ascii.html">pyspark.sql.functions.ascii</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.base64.html">pyspark.sql.functions.base64</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_length.html">pyspark.sql.functions.bit_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.btrim.html">pyspark.sql.functions.btrim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.char.html">pyspark.sql.functions.char</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.char_length.html">pyspark.sql.functions.char_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.character_length.html">pyspark.sql.functions.character_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.collate.html">pyspark.sql.functions.collate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.collation.html">pyspark.sql.functions.collation</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.concat_ws.html">pyspark.sql.functions.concat_ws</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.contains.html">pyspark.sql.functions.contains</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.decode.html">pyspark.sql.functions.decode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.elt.html">pyspark.sql.functions.elt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.encode.html">pyspark.sql.functions.encode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.endswith.html">pyspark.sql.functions.endswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.find_in_set.html">pyspark.sql.functions.find_in_set</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.format_number.html">pyspark.sql.functions.format_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.format_string.html">pyspark.sql.functions.format_string</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.initcap.html">pyspark.sql.functions.initcap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.instr.html">pyspark.sql.functions.instr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lcase.html">pyspark.sql.functions.lcase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.left.html">pyspark.sql.functions.left</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.length.html">pyspark.sql.functions.length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.levenshtein.html">pyspark.sql.functions.levenshtein</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.locate.html">pyspark.sql.functions.locate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lower.html">pyspark.sql.functions.lower</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lpad.html">pyspark.sql.functions.lpad</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ltrim.html">pyspark.sql.functions.ltrim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.mask.html">pyspark.sql.functions.mask</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.octet_length.html">pyspark.sql.functions.octet_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.overlay.html">pyspark.sql.functions.overlay</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.position.html">pyspark.sql.functions.position</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.printf.html">pyspark.sql.functions.printf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_count.html">pyspark.sql.functions.regexp_count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_extract.html">pyspark.sql.functions.regexp_extract</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_extract_all.html">pyspark.sql.functions.regexp_extract_all</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_instr.html">pyspark.sql.functions.regexp_instr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_replace.html">pyspark.sql.functions.regexp_replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regexp_substr.html">pyspark.sql.functions.regexp_substr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.repeat.html">pyspark.sql.functions.repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.replace.html">pyspark.sql.functions.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.right.html">pyspark.sql.functions.right</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rpad.html">pyspark.sql.functions.rpad</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rtrim.html">pyspark.sql.functions.rtrim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sentences.html">pyspark.sql.functions.sentences</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.soundex.html">pyspark.sql.functions.soundex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.split.html">pyspark.sql.functions.split</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.split_part.html">pyspark.sql.functions.split_part</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.startswith.html">pyspark.sql.functions.startswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.substr.html">pyspark.sql.functions.substr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.substring.html">pyspark.sql.functions.substring</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.substring_index.html">pyspark.sql.functions.substring_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_binary.html">pyspark.sql.functions.to_binary</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_char.html">pyspark.sql.functions.to_char</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_number.html">pyspark.sql.functions.to_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_varchar.html">pyspark.sql.functions.to_varchar</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.translate.html">pyspark.sql.functions.translate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.trim.html">pyspark.sql.functions.trim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_to_binary.html">pyspark.sql.functions.try_to_binary</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_to_number.html">pyspark.sql.functions.try_to_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ucase.html">pyspark.sql.functions.ucase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unbase64.html">pyspark.sql.functions.unbase64</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.upper.html">pyspark.sql.functions.upper</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_count.html">pyspark.sql.functions.bit_count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_get.html">pyspark.sql.functions.bit_get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitwise_not.html">pyspark.sql.functions.bitwise_not</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.getbit.html">pyspark.sql.functions.getbit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.shiftleft.html">pyspark.sql.functions.shiftleft</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.shiftright.html">pyspark.sql.functions.shiftright</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.shiftrightunsigned.html">pyspark.sql.functions.shiftrightunsigned</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.add_months.html">pyspark.sql.functions.add_months</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.convert_timezone.html">pyspark.sql.functions.convert_timezone</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.curdate.html">pyspark.sql.functions.curdate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_date.html">pyspark.sql.functions.current_date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_timestamp.html">pyspark.sql.functions.current_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_timezone.html">pyspark.sql.functions.current_timezone</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_add.html">pyspark.sql.functions.date_add</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_diff.html">pyspark.sql.functions.date_diff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_format.html">pyspark.sql.functions.date_format</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_from_unix_date.html">pyspark.sql.functions.date_from_unix_date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_part.html">pyspark.sql.functions.date_part</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_sub.html">pyspark.sql.functions.date_sub</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.date_trunc.html">pyspark.sql.functions.date_trunc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dateadd.html">pyspark.sql.functions.dateadd</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.datediff.html">pyspark.sql.functions.datediff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.datepart.html">pyspark.sql.functions.datepart</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.day.html">pyspark.sql.functions.day</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dayname.html">pyspark.sql.functions.dayname</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dayofmonth.html">pyspark.sql.functions.dayofmonth</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dayofweek.html">pyspark.sql.functions.dayofweek</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dayofyear.html">pyspark.sql.functions.dayofyear</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.extract.html">pyspark.sql.functions.extract</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.from_unixtime.html">pyspark.sql.functions.from_unixtime</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.from_utc_timestamp.html">pyspark.sql.functions.from_utc_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hour.html">pyspark.sql.functions.hour</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.last_day.html">pyspark.sql.functions.last_day</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.localtimestamp.html">pyspark.sql.functions.localtimestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_date.html">pyspark.sql.functions.make_date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_dt_interval.html">pyspark.sql.functions.make_dt_interval</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_interval.html">pyspark.sql.functions.make_interval</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_timestamp.html">pyspark.sql.functions.make_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_timestamp_ltz.html">pyspark.sql.functions.make_timestamp_ltz</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_timestamp_ntz.html">pyspark.sql.functions.make_timestamp_ntz</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.make_ym_interval.html">pyspark.sql.functions.make_ym_interval</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.minute.html">pyspark.sql.functions.minute</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.month.html">pyspark.sql.functions.month</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.monthname.html">pyspark.sql.functions.monthname</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.months_between.html">pyspark.sql.functions.months_between</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.next_day.html">pyspark.sql.functions.next_day</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.now.html">pyspark.sql.functions.now</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.quarter.html">pyspark.sql.functions.quarter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.second.html">pyspark.sql.functions.second</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.session_window.html">pyspark.sql.functions.session_window</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.timestamp_add.html">pyspark.sql.functions.timestamp_add</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.timestamp_diff.html">pyspark.sql.functions.timestamp_diff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.timestamp_micros.html">pyspark.sql.functions.timestamp_micros</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.timestamp_millis.html">pyspark.sql.functions.timestamp_millis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.timestamp_seconds.html">pyspark.sql.functions.timestamp_seconds</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_date.html">pyspark.sql.functions.to_date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_timestamp.html">pyspark.sql.functions.to_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_timestamp_ltz.html">pyspark.sql.functions.to_timestamp_ltz</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_timestamp_ntz.html">pyspark.sql.functions.to_timestamp_ntz</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_unix_timestamp.html">pyspark.sql.functions.to_unix_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_utc_timestamp.html">pyspark.sql.functions.to_utc_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.trunc.html">pyspark.sql.functions.trunc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_to_timestamp.html">pyspark.sql.functions.try_to_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unix_date.html">pyspark.sql.functions.unix_date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unix_micros.html">pyspark.sql.functions.unix_micros</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unix_millis.html">pyspark.sql.functions.unix_millis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unix_seconds.html">pyspark.sql.functions.unix_seconds</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unix_timestamp.html">pyspark.sql.functions.unix_timestamp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.weekday.html">pyspark.sql.functions.weekday</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.weekofyear.html">pyspark.sql.functions.weekofyear</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.window.html">pyspark.sql.functions.window</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.window_time.html">pyspark.sql.functions.window_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.year.html">pyspark.sql.functions.year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.crc32.html">pyspark.sql.functions.crc32</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hash.html">pyspark.sql.functions.hash</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.md5.html">pyspark.sql.functions.md5</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sha.html">pyspark.sql.functions.sha</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sha1.html">pyspark.sql.functions.sha1</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sha2.html">pyspark.sql.functions.sha2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xxhash64.html">pyspark.sql.functions.xxhash64</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.aggregate.html">pyspark.sql.functions.aggregate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_sort.html">pyspark.sql.functions.array_sort</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cardinality.html">pyspark.sql.functions.cardinality</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.concat.html">pyspark.sql.functions.concat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.element_at.html">pyspark.sql.functions.element_at</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.exists.html">pyspark.sql.functions.exists</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.filter.html">pyspark.sql.functions.filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.forall.html">pyspark.sql.functions.forall</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_filter.html">pyspark.sql.functions.map_filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_zip_with.html">pyspark.sql.functions.map_zip_with</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.reduce.html">pyspark.sql.functions.reduce</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.reverse.html">pyspark.sql.functions.reverse</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.size.html">pyspark.sql.functions.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.transform.html">pyspark.sql.functions.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.transform_keys.html">pyspark.sql.functions.transform_keys</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.transform_values.html">pyspark.sql.functions.transform_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_element_at.html">pyspark.sql.functions.try_element_at</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.zip_with.html">pyspark.sql.functions.zip_with</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array.html">pyspark.sql.functions.array</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_append.html">pyspark.sql.functions.array_append</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_compact.html">pyspark.sql.functions.array_compact</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_contains.html">pyspark.sql.functions.array_contains</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_distinct.html">pyspark.sql.functions.array_distinct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_except.html">pyspark.sql.functions.array_except</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_insert.html">pyspark.sql.functions.array_insert</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_intersect.html">pyspark.sql.functions.array_intersect</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_join.html">pyspark.sql.functions.array_join</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_max.html">pyspark.sql.functions.array_max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_min.html">pyspark.sql.functions.array_min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_position.html">pyspark.sql.functions.array_position</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_prepend.html">pyspark.sql.functions.array_prepend</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_remove.html">pyspark.sql.functions.array_remove</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_repeat.html">pyspark.sql.functions.array_repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_size.html">pyspark.sql.functions.array_size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_union.html">pyspark.sql.functions.array_union</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.arrays_overlap.html">pyspark.sql.functions.arrays_overlap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.arrays_zip.html">pyspark.sql.functions.arrays_zip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.flatten.html">pyspark.sql.functions.flatten</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.get.html">pyspark.sql.functions.get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sequence.html">pyspark.sql.functions.sequence</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.shuffle.html">pyspark.sql.functions.shuffle</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.slice.html">pyspark.sql.functions.slice</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sort_array.html">pyspark.sql.functions.sort_array</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.named_struct.html">pyspark.sql.functions.named_struct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.struct.html">pyspark.sql.functions.struct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.create_map.html">pyspark.sql.functions.create_map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_concat.html">pyspark.sql.functions.map_concat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_contains_key.html">pyspark.sql.functions.map_contains_key</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_entries.html">pyspark.sql.functions.map_entries</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_from_arrays.html">pyspark.sql.functions.map_from_arrays</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_from_entries.html">pyspark.sql.functions.map_from_entries</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_keys.html">pyspark.sql.functions.map_keys</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.map_values.html">pyspark.sql.functions.map_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.str_to_map.html">pyspark.sql.functions.str_to_map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.any_value.html">pyspark.sql.functions.any_value</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.approx_count_distinct.html">pyspark.sql.functions.approx_count_distinct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.approx_percentile.html">pyspark.sql.functions.approx_percentile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.array_agg.html">pyspark.sql.functions.array_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.avg.html">pyspark.sql.functions.avg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_and.html">pyspark.sql.functions.bit_and</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_or.html">pyspark.sql.functions.bit_or</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bit_xor.html">pyspark.sql.functions.bit_xor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitmap_construct_agg.html">pyspark.sql.functions.bitmap_construct_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitmap_or_agg.html">pyspark.sql.functions.bitmap_or_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bool_and.html">pyspark.sql.functions.bool_and</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bool_or.html">pyspark.sql.functions.bool_or</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.collect_list.html">pyspark.sql.functions.collect_list</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.collect_set.html">pyspark.sql.functions.collect_set</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.corr.html">pyspark.sql.functions.corr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.count.html">pyspark.sql.functions.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.count_distinct.html">pyspark.sql.functions.count_distinct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.count_if.html">pyspark.sql.functions.count_if</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.count_min_sketch.html">pyspark.sql.functions.count_min_sketch</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.covar_pop.html">pyspark.sql.functions.covar_pop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.covar_samp.html">pyspark.sql.functions.covar_samp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.every.html">pyspark.sql.functions.every</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.first.html">pyspark.sql.functions.first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.first_value.html">pyspark.sql.functions.first_value</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.grouping.html">pyspark.sql.functions.grouping</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.grouping_id.html">pyspark.sql.functions.grouping_id</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.histogram_numeric.html">pyspark.sql.functions.histogram_numeric</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hll_sketch_agg.html">pyspark.sql.functions.hll_sketch_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hll_union_agg.html">pyspark.sql.functions.hll_union_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.kurtosis.html">pyspark.sql.functions.kurtosis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.last.html">pyspark.sql.functions.last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.last_value.html">pyspark.sql.functions.last_value</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.max.html">pyspark.sql.functions.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.max_by.html">pyspark.sql.functions.max_by</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.mean.html">pyspark.sql.functions.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.median.html">pyspark.sql.functions.median</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.min.html">pyspark.sql.functions.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.min_by.html">pyspark.sql.functions.min_by</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.mode.html">pyspark.sql.functions.mode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.percentile.html">pyspark.sql.functions.percentile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.percentile_approx.html">pyspark.sql.functions.percentile_approx</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.product.html">pyspark.sql.functions.product</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_avgx.html">pyspark.sql.functions.regr_avgx</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_avgy.html">pyspark.sql.functions.regr_avgy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_count.html">pyspark.sql.functions.regr_count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_intercept.html">pyspark.sql.functions.regr_intercept</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_r2.html">pyspark.sql.functions.regr_r2</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_slope.html">pyspark.sql.functions.regr_slope</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_sxx.html">pyspark.sql.functions.regr_sxx</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_sxy.html">pyspark.sql.functions.regr_sxy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.regr_syy.html">pyspark.sql.functions.regr_syy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.skewness.html">pyspark.sql.functions.skewness</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.some.html">pyspark.sql.functions.some</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.std.html">pyspark.sql.functions.std</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.stddev.html">pyspark.sql.functions.stddev</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.stddev_pop.html">pyspark.sql.functions.stddev_pop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.stddev_samp.html">pyspark.sql.functions.stddev_samp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sum.html">pyspark.sql.functions.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.sum_distinct.html">pyspark.sql.functions.sum_distinct</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_avg.html">pyspark.sql.functions.try_avg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_sum.html">pyspark.sql.functions.try_sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.var_pop.html">pyspark.sql.functions.var_pop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.var_samp.html">pyspark.sql.functions.var_samp</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.variance.html">pyspark.sql.functions.variance</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.cume_dist.html">pyspark.sql.functions.cume_dist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.dense_rank.html">pyspark.sql.functions.dense_rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lag.html">pyspark.sql.functions.lag</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.lead.html">pyspark.sql.functions.lead</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.nth_value.html">pyspark.sql.functions.nth_value</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.ntile.html">pyspark.sql.functions.ntile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.percent_rank.html">pyspark.sql.functions.percent_rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.rank.html">pyspark.sql.functions.rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.row_number.html">pyspark.sql.functions.row_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.explode.html">pyspark.sql.functions.explode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.explode_outer.html">pyspark.sql.functions.explode_outer</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.inline.html">pyspark.sql.functions.inline</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.inline_outer.html">pyspark.sql.functions.inline_outer</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.posexplode.html">pyspark.sql.functions.posexplode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.posexplode_outer.html">pyspark.sql.functions.posexplode_outer</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.stack.html">pyspark.sql.functions.stack</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.partitioning.years.html">pyspark.sql.functions.partitioning.years</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.partitioning.months.html">pyspark.sql.functions.partitioning.months</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.partitioning.days.html">pyspark.sql.functions.partitioning.days</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.partitioning.hours.html">pyspark.sql.functions.partitioning.hours</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.partitioning.bucket.html">pyspark.sql.functions.partitioning.bucket</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.from_csv.html">pyspark.sql.functions.from_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.schema_of_csv.html">pyspark.sql.functions.schema_of_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_csv.html">pyspark.sql.functions.to_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.from_json.html">pyspark.sql.functions.from_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.get_json_object.html">pyspark.sql.functions.get_json_object</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.json_array_length.html">pyspark.sql.functions.json_array_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.json_object_keys.html">pyspark.sql.functions.json_object_keys</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.json_tuple.html">pyspark.sql.functions.json_tuple</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.schema_of_json.html">pyspark.sql.functions.schema_of_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_json.html">pyspark.sql.functions.to_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.is_variant_null.html">pyspark.sql.functions.is_variant_null</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.parse_json.html">pyspark.sql.functions.parse_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.schema_of_variant.html">pyspark.sql.functions.schema_of_variant</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.schema_of_variant_agg.html">pyspark.sql.functions.schema_of_variant_agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_variant_get.html">pyspark.sql.functions.try_variant_get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.variant_get.html">pyspark.sql.functions.variant_get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_parse_json.html">pyspark.sql.functions.try_parse_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.from_xml.html">pyspark.sql.functions.from_xml</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.schema_of_xml.html">pyspark.sql.functions.schema_of_xml</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.to_xml.html">pyspark.sql.functions.to_xml</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath.html">pyspark.sql.functions.xpath</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_boolean.html">pyspark.sql.functions.xpath_boolean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_double.html">pyspark.sql.functions.xpath_double</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_float.html">pyspark.sql.functions.xpath_float</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_int.html">pyspark.sql.functions.xpath_int</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_long.html">pyspark.sql.functions.xpath_long</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_number.html">pyspark.sql.functions.xpath_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_short.html">pyspark.sql.functions.xpath_short</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.xpath_string.html">pyspark.sql.functions.xpath_string</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.parse_url.html">pyspark.sql.functions.parse_url</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.url_decode.html">pyspark.sql.functions.url_decode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.url_encode.html">pyspark.sql.functions.url_encode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.aes_decrypt.html">pyspark.sql.functions.aes_decrypt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.aes_encrypt.html">pyspark.sql.functions.aes_encrypt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.assert_true.html">pyspark.sql.functions.assert_true</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitmap_bit_position.html">pyspark.sql.functions.bitmap_bit_position</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitmap_bucket_number.html">pyspark.sql.functions.bitmap_bucket_number</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.bitmap_count.html">pyspark.sql.functions.bitmap_count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_catalog.html">pyspark.sql.functions.current_catalog</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_database.html">pyspark.sql.functions.current_database</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_schema.html">pyspark.sql.functions.current_schema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.current_user.html">pyspark.sql.functions.current_user</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hll_sketch_estimate.html">pyspark.sql.functions.hll_sketch_estimate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.hll_union.html">pyspark.sql.functions.hll_union</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.input_file_block_length.html">pyspark.sql.functions.input_file_block_length</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.input_file_block_start.html">pyspark.sql.functions.input_file_block_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.input_file_name.html">pyspark.sql.functions.input_file_name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.java_method.html">pyspark.sql.functions.java_method</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.monotonically_increasing_id.html">pyspark.sql.functions.monotonically_increasing_id</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.raise_error.html">pyspark.sql.functions.raise_error</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.reflect.html">pyspark.sql.functions.reflect</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.session_user.html">pyspark.sql.functions.session_user</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.spark_partition_id.html">pyspark.sql.functions.spark_partition_id</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_aes_decrypt.html">pyspark.sql.functions.try_aes_decrypt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.try_reflect.html">pyspark.sql.functions.try_reflect</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.typeof.html">pyspark.sql.functions.typeof</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.user.html">pyspark.sql.functions.user</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.version.html">pyspark.sql.functions.version</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.call_udf.html">pyspark.sql.functions.call_udf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.pandas_udf.html">pyspark.sql.functions.pandas_udf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.udf.html">pyspark.sql.functions.udf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.udtf.html">pyspark.sql.functions.udtf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.functions.unwrap_udt.html">pyspark.sql.functions.unwrap_udt</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/window.html">Window</a><input class="toctree-checkbox" id="toctree-checkbox-11" name="toctree-checkbox-11" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-11"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.currentRow.html">pyspark.sql.Window.currentRow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.orderBy.html">pyspark.sql.Window.orderBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.partitionBy.html">pyspark.sql.Window.partitionBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.rangeBetween.html">pyspark.sql.Window.rangeBetween</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.rowsBetween.html">pyspark.sql.Window.rowsBetween</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.unboundedFollowing.html">pyspark.sql.Window.unboundedFollowing</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Window.unboundedPreceding.html">pyspark.sql.Window.unboundedPreceding</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.WindowSpec.orderBy.html">pyspark.sql.WindowSpec.orderBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.WindowSpec.partitionBy.html">pyspark.sql.WindowSpec.partitionBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.WindowSpec.rangeBetween.html">pyspark.sql.WindowSpec.rangeBetween</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.WindowSpec.rowsBetween.html">pyspark.sql.WindowSpec.rowsBetween</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/grouping.html">Grouping</a><input class="toctree-checkbox" id="toctree-checkbox-12" name="toctree-checkbox-12" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-12"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.agg.html">pyspark.sql.GroupedData.agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.apply.html">pyspark.sql.GroupedData.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.applyInArrow.html">pyspark.sql.GroupedData.applyInArrow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.applyInPandas.html">pyspark.sql.GroupedData.applyInPandas</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.applyInPandasWithState.html">pyspark.sql.GroupedData.applyInPandasWithState</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.avg.html">pyspark.sql.GroupedData.avg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.cogroup.html">pyspark.sql.GroupedData.cogroup</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.count.html">pyspark.sql.GroupedData.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.max.html">pyspark.sql.GroupedData.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.mean.html">pyspark.sql.GroupedData.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.min.html">pyspark.sql.GroupedData.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.pivot.html">pyspark.sql.GroupedData.pivot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.GroupedData.sum.html">pyspark.sql.GroupedData.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.PandasCogroupedOps.applyInArrow.html">pyspark.sql.PandasCogroupedOps.applyInArrow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.PandasCogroupedOps.applyInPandas.html">pyspark.sql.PandasCogroupedOps.applyInPandas</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/catalog.html">Catalog</a><input class="toctree-checkbox" id="toctree-checkbox-13" name="toctree-checkbox-13" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-13"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.cacheTable.html">pyspark.sql.Catalog.cacheTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.clearCache.html">pyspark.sql.Catalog.clearCache</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.createExternalTable.html">pyspark.sql.Catalog.createExternalTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.createTable.html">pyspark.sql.Catalog.createTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.currentCatalog.html">pyspark.sql.Catalog.currentCatalog</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.currentDatabase.html">pyspark.sql.Catalog.currentDatabase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.databaseExists.html">pyspark.sql.Catalog.databaseExists</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.dropGlobalTempView.html">pyspark.sql.Catalog.dropGlobalTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.dropTempView.html">pyspark.sql.Catalog.dropTempView</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.functionExists.html">pyspark.sql.Catalog.functionExists</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.getDatabase.html">pyspark.sql.Catalog.getDatabase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.getFunction.html">pyspark.sql.Catalog.getFunction</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.getTable.html">pyspark.sql.Catalog.getTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.isCached.html">pyspark.sql.Catalog.isCached</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.listCatalogs.html">pyspark.sql.Catalog.listCatalogs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.listColumns.html">pyspark.sql.Catalog.listColumns</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.listDatabases.html">pyspark.sql.Catalog.listDatabases</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.listFunctions.html">pyspark.sql.Catalog.listFunctions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.listTables.html">pyspark.sql.Catalog.listTables</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.recoverPartitions.html">pyspark.sql.Catalog.recoverPartitions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.refreshByPath.html">pyspark.sql.Catalog.refreshByPath</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.refreshTable.html">pyspark.sql.Catalog.refreshTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.registerFunction.html">pyspark.sql.Catalog.registerFunction</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.setCurrentCatalog.html">pyspark.sql.Catalog.setCurrentCatalog</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.setCurrentDatabase.html">pyspark.sql.Catalog.setCurrentDatabase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.tableExists.html">pyspark.sql.Catalog.tableExists</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Catalog.uncacheTable.html">pyspark.sql.Catalog.uncacheTable</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/avro.html">Avro</a><input class="toctree-checkbox" id="toctree-checkbox-14" name="toctree-checkbox-14" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-14"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.avro.functions.from_avro.html">pyspark.sql.avro.functions.from_avro</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.avro.functions.to_avro.html">pyspark.sql.avro.functions.to_avro</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/observation.html">Observation</a><input class="toctree-checkbox" id="toctree-checkbox-15" name="toctree-checkbox-15" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-15"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.Observation.get.html">pyspark.sql.Observation.get</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/udf.html">UDF</a><input class="toctree-checkbox" id="toctree-checkbox-16" name="toctree-checkbox-16" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-16"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udf.UserDefinedFunction.asNondeterministic.html">pyspark.sql.udf.UserDefinedFunction.asNondeterministic</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udf.UserDefinedFunction.returnType.html">pyspark.sql.udf.UserDefinedFunction.returnType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDFRegistration.register.html">pyspark.sql.UDFRegistration.register</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDFRegistration.registerJavaFunction.html">pyspark.sql.UDFRegistration.registerJavaFunction</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDFRegistration.registerJavaUDAF.html">pyspark.sql.UDFRegistration.registerJavaUDAF</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/udtf.html">UDTF</a><input class="toctree-checkbox" id="toctree-checkbox-17" name="toctree-checkbox-17" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-17"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udtf.UserDefinedTableFunction.asDeterministic.html">pyspark.sql.udtf.UserDefinedTableFunction.asDeterministic</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.udtf.UserDefinedTableFunction.returnType.html">pyspark.sql.udtf.UserDefinedTableFunction.returnType</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.UDTFRegistration.register.html">pyspark.sql.UDTFRegistration.register</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/variant_val.html">VariantVal</a><input class="toctree-checkbox" id="toctree-checkbox-18" name="toctree-checkbox-18" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-18"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.VariantVal.toPython.html">pyspark.sql.VariantVal.toPython</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.VariantVal.toJson.html">pyspark.sql.VariantVal.toJson</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/protobuf.html">Protobuf</a><input class="toctree-checkbox" id="toctree-checkbox-19" name="toctree-checkbox-19" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-19"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.protobuf.functions.from_protobuf.html">pyspark.sql.protobuf.functions.from_protobuf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.protobuf.functions.to_protobuf.html">pyspark.sql.protobuf.functions.to_protobuf</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.sql/datasource.html">Python Data Source</a><input class="toctree-checkbox" id="toctree-checkbox-20" name="toctree-checkbox-20" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-20"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.name.html">pyspark.sql.datasource.DataSource.name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.reader.html">pyspark.sql.datasource.DataSource.reader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.schema.html">pyspark.sql.datasource.DataSource.schema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.streamReader.html">pyspark.sql.datasource.DataSource.streamReader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSource.writer.html">pyspark.sql.datasource.DataSource.writer</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceReader.partitions.html">pyspark.sql.datasource.DataSourceReader.partitions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceReader.read.html">pyspark.sql.datasource.DataSourceReader.read</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceRegistration.register.html">pyspark.sql.datasource.DataSourceRegistration.register</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.commit.html">pyspark.sql.datasource.DataSourceStreamReader.commit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.initialOffset.html">pyspark.sql.datasource.DataSourceStreamReader.initialOffset</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.latestOffset.html">pyspark.sql.datasource.DataSourceStreamReader.latestOffset</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.partitions.html">pyspark.sql.datasource.DataSourceStreamReader.partitions</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.read.html">pyspark.sql.datasource.DataSourceStreamReader.read</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceStreamReader.stop.html">pyspark.sql.datasource.DataSourceStreamReader.stop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceWriter.abort.html">pyspark.sql.datasource.DataSourceWriter.abort</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceWriter.commit.html">pyspark.sql.datasource.DataSourceWriter.commit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.sql/api/pyspark.sql.datasource.DataSourceWriter.write.html">pyspark.sql.datasource.DataSourceWriter.write</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.pandas/index.html">Pandas API on Spark</a><input class="toctree-checkbox" id="toctree-checkbox-21" name="toctree-checkbox-21" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-21"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/io.html">Input/Output</a><input class="toctree-checkbox" id="toctree-checkbox-22" name="toctree-checkbox-22" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-22"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.range.html">pyspark.pandas.range</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_table.html">pyspark.pandas.read_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_table.html">pyspark.pandas.DataFrame.to_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_delta.html">pyspark.pandas.read_delta</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_delta.html">pyspark.pandas.DataFrame.to_delta</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_parquet.html">pyspark.pandas.read_parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_parquet.html">pyspark.pandas.DataFrame.to_parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_orc.html">pyspark.pandas.read_orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_orc.html">pyspark.pandas.DataFrame.to_orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_spark_io.html">pyspark.pandas.read_spark_io</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.to_spark_io.html">pyspark.pandas.DataFrame.spark.to_spark_io</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_csv.html">pyspark.pandas.read_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_csv.html">pyspark.pandas.DataFrame.to_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_clipboard.html">pyspark.pandas.read_clipboard</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_clipboard.html">pyspark.pandas.DataFrame.to_clipboard</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_excel.html">pyspark.pandas.read_excel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_excel.html">pyspark.pandas.DataFrame.to_excel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_json.html">pyspark.pandas.read_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_json.html">pyspark.pandas.DataFrame.to_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_html.html">pyspark.pandas.read_html</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_html.html">pyspark.pandas.DataFrame.to_html</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_sql_table.html">pyspark.pandas.read_sql_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_sql_query.html">pyspark.pandas.read_sql_query</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.read_sql.html">pyspark.pandas.read_sql</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/general_functions.html">General functions</a><input class="toctree-checkbox" id="toctree-checkbox-23" name="toctree-checkbox-23" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-23"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.melt.html">pyspark.pandas.melt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.merge.html">pyspark.pandas.merge</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.merge_asof.html">pyspark.pandas.merge_asof</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.get_dummies.html">pyspark.pandas.get_dummies</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.concat.html">pyspark.pandas.concat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.sql.html">pyspark.pandas.sql</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.broadcast.html">pyspark.pandas.broadcast</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.isna.html">pyspark.pandas.isna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.isnull.html">pyspark.pandas.isnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.notna.html">pyspark.pandas.notna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.notnull.html">pyspark.pandas.notnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.to_numeric.html">pyspark.pandas.to_numeric</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.to_datetime.html">pyspark.pandas.to_datetime</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.date_range.html">pyspark.pandas.date_range</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.to_timedelta.html">pyspark.pandas.to_timedelta</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.timedelta_range.html">pyspark.pandas.timedelta_range</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/series.html">Series</a><input class="toctree-checkbox" id="toctree-checkbox-24" name="toctree-checkbox-24" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-24"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.html">pyspark.pandas.Series</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.index.html">pyspark.pandas.Series.index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dtype.html">pyspark.pandas.Series.dtype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dtypes.html">pyspark.pandas.Series.dtypes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.ndim.html">pyspark.pandas.Series.ndim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.name.html">pyspark.pandas.Series.name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.shape.html">pyspark.pandas.Series.shape</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.axes.html">pyspark.pandas.Series.axes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.size.html">pyspark.pandas.Series.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.empty.html">pyspark.pandas.Series.empty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.T.html">pyspark.pandas.Series.T</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.hasnans.html">pyspark.pandas.Series.hasnans</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.values.html">pyspark.pandas.Series.values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.astype.html">pyspark.pandas.Series.astype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.copy.html">pyspark.pandas.Series.copy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.bool.html">pyspark.pandas.Series.bool</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.at.html">pyspark.pandas.Series.at</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.iat.html">pyspark.pandas.Series.iat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.loc.html">pyspark.pandas.Series.loc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.iloc.html">pyspark.pandas.Series.iloc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.keys.html">pyspark.pandas.Series.keys</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pop.html">pyspark.pandas.Series.pop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.items.html">pyspark.pandas.Series.items</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.item.html">pyspark.pandas.Series.item</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.xs.html">pyspark.pandas.Series.xs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.get.html">pyspark.pandas.Series.get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.add.html">pyspark.pandas.Series.add</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.div.html">pyspark.pandas.Series.div</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.mul.html">pyspark.pandas.Series.mul</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.radd.html">pyspark.pandas.Series.radd</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rdiv.html">pyspark.pandas.Series.rdiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rmul.html">pyspark.pandas.Series.rmul</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rsub.html">pyspark.pandas.Series.rsub</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rtruediv.html">pyspark.pandas.Series.rtruediv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sub.html">pyspark.pandas.Series.sub</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.truediv.html">pyspark.pandas.Series.truediv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pow.html">pyspark.pandas.Series.pow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rpow.html">pyspark.pandas.Series.rpow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.mod.html">pyspark.pandas.Series.mod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rmod.html">pyspark.pandas.Series.rmod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.floordiv.html">pyspark.pandas.Series.floordiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rfloordiv.html">pyspark.pandas.Series.rfloordiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.divmod.html">pyspark.pandas.Series.divmod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rdivmod.html">pyspark.pandas.Series.rdivmod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.combine_first.html">pyspark.pandas.Series.combine_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.lt.html">pyspark.pandas.Series.lt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.gt.html">pyspark.pandas.Series.gt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.le.html">pyspark.pandas.Series.le</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.ge.html">pyspark.pandas.Series.ge</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.ne.html">pyspark.pandas.Series.ne</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.eq.html">pyspark.pandas.Series.eq</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.product.html">pyspark.pandas.Series.product</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dot.html">pyspark.pandas.Series.dot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.apply.html">pyspark.pandas.Series.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.agg.html">pyspark.pandas.Series.agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.aggregate.html">pyspark.pandas.Series.aggregate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.transform.html">pyspark.pandas.Series.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.map.html">pyspark.pandas.Series.map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.groupby.html">pyspark.pandas.Series.groupby</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rolling.html">pyspark.pandas.Series.rolling</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.expanding.html">pyspark.pandas.Series.expanding</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pipe.html">pyspark.pandas.Series.pipe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.abs.html">pyspark.pandas.Series.abs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.all.html">pyspark.pandas.Series.all</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.any.html">pyspark.pandas.Series.any</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.autocorr.html">pyspark.pandas.Series.autocorr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.between.html">pyspark.pandas.Series.between</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.clip.html">pyspark.pandas.Series.clip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.corr.html">pyspark.pandas.Series.corr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.count.html">pyspark.pandas.Series.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cov.html">pyspark.pandas.Series.cov</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cummax.html">pyspark.pandas.Series.cummax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cummin.html">pyspark.pandas.Series.cummin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cumsum.html">pyspark.pandas.Series.cumsum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cumprod.html">pyspark.pandas.Series.cumprod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.describe.html">pyspark.pandas.Series.describe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.ewm.html">pyspark.pandas.Series.ewm</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.filter.html">pyspark.pandas.Series.filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.kurt.html">pyspark.pandas.Series.kurt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.max.html">pyspark.pandas.Series.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.mean.html">pyspark.pandas.Series.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.min.html">pyspark.pandas.Series.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.mode.html">pyspark.pandas.Series.mode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.nlargest.html">pyspark.pandas.Series.nlargest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.nsmallest.html">pyspark.pandas.Series.nsmallest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pct_change.html">pyspark.pandas.Series.pct_change</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.prod.html">pyspark.pandas.Series.prod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.nunique.html">pyspark.pandas.Series.nunique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.is_unique.html">pyspark.pandas.Series.is_unique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.quantile.html">pyspark.pandas.Series.quantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rank.html">pyspark.pandas.Series.rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sem.html">pyspark.pandas.Series.sem</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.skew.html">pyspark.pandas.Series.skew</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.std.html">pyspark.pandas.Series.std</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sum.html">pyspark.pandas.Series.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.median.html">pyspark.pandas.Series.median</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.var.html">pyspark.pandas.Series.var</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.kurtosis.html">pyspark.pandas.Series.kurtosis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.unique.html">pyspark.pandas.Series.unique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.value_counts.html">pyspark.pandas.Series.value_counts</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.round.html">pyspark.pandas.Series.round</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.diff.html">pyspark.pandas.Series.diff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.is_monotonic_increasing.html">pyspark.pandas.Series.is_monotonic_increasing</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.is_monotonic_decreasing.html">pyspark.pandas.Series.is_monotonic_decreasing</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.align.html">pyspark.pandas.Series.align</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.drop.html">pyspark.pandas.Series.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.droplevel.html">pyspark.pandas.Series.droplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.drop_duplicates.html">pyspark.pandas.Series.drop_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.duplicated.html">pyspark.pandas.Series.duplicated</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.equals.html">pyspark.pandas.Series.equals</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.add_prefix.html">pyspark.pandas.Series.add_prefix</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.add_suffix.html">pyspark.pandas.Series.add_suffix</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.first.html">pyspark.pandas.Series.first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.head.html">pyspark.pandas.Series.head</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.idxmax.html">pyspark.pandas.Series.idxmax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.idxmin.html">pyspark.pandas.Series.idxmin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.isin.html">pyspark.pandas.Series.isin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.last.html">pyspark.pandas.Series.last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rename.html">pyspark.pandas.Series.rename</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.rename_axis.html">pyspark.pandas.Series.rename_axis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.reindex.html">pyspark.pandas.Series.reindex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.reindex_like.html">pyspark.pandas.Series.reindex_like</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.reset_index.html">pyspark.pandas.Series.reset_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sample.html">pyspark.pandas.Series.sample</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.searchsorted.html">pyspark.pandas.Series.searchsorted</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.swaplevel.html">pyspark.pandas.Series.swaplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.swapaxes.html">pyspark.pandas.Series.swapaxes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.take.html">pyspark.pandas.Series.take</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.tail.html">pyspark.pandas.Series.tail</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.where.html">pyspark.pandas.Series.where</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.mask.html">pyspark.pandas.Series.mask</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.truncate.html">pyspark.pandas.Series.truncate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.backfill.html">pyspark.pandas.Series.backfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.bfill.html">pyspark.pandas.Series.bfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.ffill.html">pyspark.pandas.Series.ffill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.isna.html">pyspark.pandas.Series.isna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.isnull.html">pyspark.pandas.Series.isnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.notna.html">pyspark.pandas.Series.notna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.notnull.html">pyspark.pandas.Series.notnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pad.html">pyspark.pandas.Series.pad</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dropna.html">pyspark.pandas.Series.dropna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.fillna.html">pyspark.pandas.Series.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.interpolate.html">pyspark.pandas.Series.interpolate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.argsort.html">pyspark.pandas.Series.argsort</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.argmin.html">pyspark.pandas.Series.argmin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.argmax.html">pyspark.pandas.Series.argmax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sort_index.html">pyspark.pandas.Series.sort_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.sort_values.html">pyspark.pandas.Series.sort_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.unstack.html">pyspark.pandas.Series.unstack</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.explode.html">pyspark.pandas.Series.explode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.repeat.html">pyspark.pandas.Series.repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.squeeze.html">pyspark.pandas.Series.squeeze</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.factorize.html">pyspark.pandas.Series.factorize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.compare.html">pyspark.pandas.Series.compare</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.replace.html">pyspark.pandas.Series.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.update.html">pyspark.pandas.Series.update</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.asof.html">pyspark.pandas.Series.asof</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.resample.html">pyspark.pandas.Series.resample</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.shift.html">pyspark.pandas.Series.shift</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.first_valid_index.html">pyspark.pandas.Series.first_valid_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.last_valid_index.html">pyspark.pandas.Series.last_valid_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.at_time.html">pyspark.pandas.Series.at_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.between_time.html">pyspark.pandas.Series.between_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.spark.column.html">pyspark.pandas.Series.spark.column</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.spark.transform.html">pyspark.pandas.Series.spark.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.spark.apply.html">pyspark.pandas.Series.spark.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.date.html">pyspark.pandas.Series.dt.date</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.year.html">pyspark.pandas.Series.dt.year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.month.html">pyspark.pandas.Series.dt.month</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.day.html">pyspark.pandas.Series.dt.day</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.hour.html">pyspark.pandas.Series.dt.hour</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.minute.html">pyspark.pandas.Series.dt.minute</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.second.html">pyspark.pandas.Series.dt.second</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.microsecond.html">pyspark.pandas.Series.dt.microsecond</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.isocalendar.html">pyspark.pandas.Series.dt.isocalendar</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.dayofweek.html">pyspark.pandas.Series.dt.dayofweek</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.weekday.html">pyspark.pandas.Series.dt.weekday</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.dayofyear.html">pyspark.pandas.Series.dt.dayofyear</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.quarter.html">pyspark.pandas.Series.dt.quarter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_month_start.html">pyspark.pandas.Series.dt.is_month_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_month_end.html">pyspark.pandas.Series.dt.is_month_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_quarter_start.html">pyspark.pandas.Series.dt.is_quarter_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_quarter_end.html">pyspark.pandas.Series.dt.is_quarter_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_year_start.html">pyspark.pandas.Series.dt.is_year_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_year_end.html">pyspark.pandas.Series.dt.is_year_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.is_leap_year.html">pyspark.pandas.Series.dt.is_leap_year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.daysinmonth.html">pyspark.pandas.Series.dt.daysinmonth</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.days_in_month.html">pyspark.pandas.Series.dt.days_in_month</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.normalize.html">pyspark.pandas.Series.dt.normalize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.strftime.html">pyspark.pandas.Series.dt.strftime</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.round.html">pyspark.pandas.Series.dt.round</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.floor.html">pyspark.pandas.Series.dt.floor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.ceil.html">pyspark.pandas.Series.dt.ceil</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.month_name.html">pyspark.pandas.Series.dt.month_name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.dt.day_name.html">pyspark.pandas.Series.dt.day_name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.capitalize.html">pyspark.pandas.Series.str.capitalize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.cat.html">pyspark.pandas.Series.str.cat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.center.html">pyspark.pandas.Series.str.center</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.contains.html">pyspark.pandas.Series.str.contains</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.count.html">pyspark.pandas.Series.str.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.decode.html">pyspark.pandas.Series.str.decode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.encode.html">pyspark.pandas.Series.str.encode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.endswith.html">pyspark.pandas.Series.str.endswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.extract.html">pyspark.pandas.Series.str.extract</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.extractall.html">pyspark.pandas.Series.str.extractall</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.find.html">pyspark.pandas.Series.str.find</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.findall.html">pyspark.pandas.Series.str.findall</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.get.html">pyspark.pandas.Series.str.get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.get_dummies.html">pyspark.pandas.Series.str.get_dummies</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.index.html">pyspark.pandas.Series.str.index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isalnum.html">pyspark.pandas.Series.str.isalnum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isalpha.html">pyspark.pandas.Series.str.isalpha</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isdigit.html">pyspark.pandas.Series.str.isdigit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isspace.html">pyspark.pandas.Series.str.isspace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.islower.html">pyspark.pandas.Series.str.islower</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isupper.html">pyspark.pandas.Series.str.isupper</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.istitle.html">pyspark.pandas.Series.str.istitle</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isnumeric.html">pyspark.pandas.Series.str.isnumeric</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.isdecimal.html">pyspark.pandas.Series.str.isdecimal</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.join.html">pyspark.pandas.Series.str.join</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.len.html">pyspark.pandas.Series.str.len</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.ljust.html">pyspark.pandas.Series.str.ljust</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.lower.html">pyspark.pandas.Series.str.lower</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.lstrip.html">pyspark.pandas.Series.str.lstrip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.match.html">pyspark.pandas.Series.str.match</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.normalize.html">pyspark.pandas.Series.str.normalize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.pad.html">pyspark.pandas.Series.str.pad</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.partition.html">pyspark.pandas.Series.str.partition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.repeat.html">pyspark.pandas.Series.str.repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.replace.html">pyspark.pandas.Series.str.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rfind.html">pyspark.pandas.Series.str.rfind</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rindex.html">pyspark.pandas.Series.str.rindex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rjust.html">pyspark.pandas.Series.str.rjust</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rpartition.html">pyspark.pandas.Series.str.rpartition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rsplit.html">pyspark.pandas.Series.str.rsplit</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.rstrip.html">pyspark.pandas.Series.str.rstrip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.slice.html">pyspark.pandas.Series.str.slice</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.slice_replace.html">pyspark.pandas.Series.str.slice_replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.split.html">pyspark.pandas.Series.str.split</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.startswith.html">pyspark.pandas.Series.str.startswith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.strip.html">pyspark.pandas.Series.str.strip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.swapcase.html">pyspark.pandas.Series.str.swapcase</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.title.html">pyspark.pandas.Series.str.title</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.translate.html">pyspark.pandas.Series.str.translate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.upper.html">pyspark.pandas.Series.str.upper</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.wrap.html">pyspark.pandas.Series.str.wrap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.str.zfill.html">pyspark.pandas.Series.str.zfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.categories.html">pyspark.pandas.Series.cat.categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.ordered.html">pyspark.pandas.Series.cat.ordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.codes.html">pyspark.pandas.Series.cat.codes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.rename_categories.html">pyspark.pandas.Series.cat.rename_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.reorder_categories.html">pyspark.pandas.Series.cat.reorder_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.add_categories.html">pyspark.pandas.Series.cat.add_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.remove_categories.html">pyspark.pandas.Series.cat.remove_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.remove_unused_categories.html">pyspark.pandas.Series.cat.remove_unused_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.set_categories.html">pyspark.pandas.Series.cat.set_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.as_ordered.html">pyspark.pandas.Series.cat.as_ordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.cat.as_unordered.html">pyspark.pandas.Series.cat.as_unordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.area.html">pyspark.pandas.Series.plot.area</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.bar.html">pyspark.pandas.Series.plot.bar</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.barh.html">pyspark.pandas.Series.plot.barh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.box.html">pyspark.pandas.Series.plot.box</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.density.html">pyspark.pandas.Series.plot.density</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.hist.html">pyspark.pandas.Series.plot.hist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.line.html">pyspark.pandas.Series.plot.line</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.pie.html">pyspark.pandas.Series.plot.pie</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.plot.kde.html">pyspark.pandas.Series.plot.kde</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.hist.html">pyspark.pandas.Series.hist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_pandas.html">pyspark.pandas.Series.to_pandas</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_numpy.html">pyspark.pandas.Series.to_numpy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_list.html">pyspark.pandas.Series.to_list</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_string.html">pyspark.pandas.Series.to_string</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_dict.html">pyspark.pandas.Series.to_dict</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_clipboard.html">pyspark.pandas.Series.to_clipboard</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_latex.html">pyspark.pandas.Series.to_latex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_markdown.html">pyspark.pandas.Series.to_markdown</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_json.html">pyspark.pandas.Series.to_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_csv.html">pyspark.pandas.Series.to_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_excel.html">pyspark.pandas.Series.to_excel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_hdf.html">pyspark.pandas.Series.to_hdf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.to_frame.html">pyspark.pandas.Series.to_frame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Series.pandas_on_spark.transform_batch.html">pyspark.pandas.Series.pandas_on_spark.transform_batch</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/frame.html">DataFrame</a><input class="toctree-checkbox" id="toctree-checkbox-25" name="toctree-checkbox-25" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-25"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.html">pyspark.pandas.DataFrame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.index.html">pyspark.pandas.DataFrame.index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.info.html">pyspark.pandas.DataFrame.info</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.columns.html">pyspark.pandas.DataFrame.columns</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.empty.html">pyspark.pandas.DataFrame.empty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.dtypes.html">pyspark.pandas.DataFrame.dtypes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.shape.html">pyspark.pandas.DataFrame.shape</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.axes.html">pyspark.pandas.DataFrame.axes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.ndim.html">pyspark.pandas.DataFrame.ndim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.size.html">pyspark.pandas.DataFrame.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.select_dtypes.html">pyspark.pandas.DataFrame.select_dtypes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.values.html">pyspark.pandas.DataFrame.values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.copy.html">pyspark.pandas.DataFrame.copy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.isna.html">pyspark.pandas.DataFrame.isna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.astype.html">pyspark.pandas.DataFrame.astype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.isnull.html">pyspark.pandas.DataFrame.isnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.notna.html">pyspark.pandas.DataFrame.notna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.notnull.html">pyspark.pandas.DataFrame.notnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.bool.html">pyspark.pandas.DataFrame.bool</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.at.html">pyspark.pandas.DataFrame.at</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.iat.html">pyspark.pandas.DataFrame.iat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.head.html">pyspark.pandas.DataFrame.head</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.idxmax.html">pyspark.pandas.DataFrame.idxmax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.idxmin.html">pyspark.pandas.DataFrame.idxmin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.loc.html">pyspark.pandas.DataFrame.loc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.iloc.html">pyspark.pandas.DataFrame.iloc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.insert.html">pyspark.pandas.DataFrame.insert</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.items.html">pyspark.pandas.DataFrame.items</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.iterrows.html">pyspark.pandas.DataFrame.iterrows</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.itertuples.html">pyspark.pandas.DataFrame.itertuples</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.keys.html">pyspark.pandas.DataFrame.keys</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pop.html">pyspark.pandas.DataFrame.pop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.tail.html">pyspark.pandas.DataFrame.tail</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.xs.html">pyspark.pandas.DataFrame.xs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.get.html">pyspark.pandas.DataFrame.get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.where.html">pyspark.pandas.DataFrame.where</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.mask.html">pyspark.pandas.DataFrame.mask</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.query.html">pyspark.pandas.DataFrame.query</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.add.html">pyspark.pandas.DataFrame.add</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.radd.html">pyspark.pandas.DataFrame.radd</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.div.html">pyspark.pandas.DataFrame.div</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rdiv.html">pyspark.pandas.DataFrame.rdiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.truediv.html">pyspark.pandas.DataFrame.truediv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rtruediv.html">pyspark.pandas.DataFrame.rtruediv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.mul.html">pyspark.pandas.DataFrame.mul</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rmul.html">pyspark.pandas.DataFrame.rmul</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sub.html">pyspark.pandas.DataFrame.sub</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rsub.html">pyspark.pandas.DataFrame.rsub</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pow.html">pyspark.pandas.DataFrame.pow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rpow.html">pyspark.pandas.DataFrame.rpow</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.mod.html">pyspark.pandas.DataFrame.mod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rmod.html">pyspark.pandas.DataFrame.rmod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.floordiv.html">pyspark.pandas.DataFrame.floordiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rfloordiv.html">pyspark.pandas.DataFrame.rfloordiv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.lt.html">pyspark.pandas.DataFrame.lt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.gt.html">pyspark.pandas.DataFrame.gt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.le.html">pyspark.pandas.DataFrame.le</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.ge.html">pyspark.pandas.DataFrame.ge</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.ne.html">pyspark.pandas.DataFrame.ne</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.eq.html">pyspark.pandas.DataFrame.eq</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.dot.html">pyspark.pandas.DataFrame.dot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.combine_first.html">pyspark.pandas.DataFrame.combine_first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.apply.html">pyspark.pandas.DataFrame.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.applymap.html">pyspark.pandas.DataFrame.applymap</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.map.html">pyspark.pandas.DataFrame.map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pipe.html">pyspark.pandas.DataFrame.pipe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.agg.html">pyspark.pandas.DataFrame.agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.aggregate.html">pyspark.pandas.DataFrame.aggregate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.groupby.html">pyspark.pandas.DataFrame.groupby</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rolling.html">pyspark.pandas.DataFrame.rolling</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.expanding.html">pyspark.pandas.DataFrame.expanding</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.transform.html">pyspark.pandas.DataFrame.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.abs.html">pyspark.pandas.DataFrame.abs</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.all.html">pyspark.pandas.DataFrame.all</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.any.html">pyspark.pandas.DataFrame.any</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.clip.html">pyspark.pandas.DataFrame.clip</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.corr.html">pyspark.pandas.DataFrame.corr</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.corrwith.html">pyspark.pandas.DataFrame.corrwith</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.count.html">pyspark.pandas.DataFrame.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.cov.html">pyspark.pandas.DataFrame.cov</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.describe.html">pyspark.pandas.DataFrame.describe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.ewm.html">pyspark.pandas.DataFrame.ewm</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.kurt.html">pyspark.pandas.DataFrame.kurt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.kurtosis.html">pyspark.pandas.DataFrame.kurtosis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.max.html">pyspark.pandas.DataFrame.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.mean.html">pyspark.pandas.DataFrame.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.min.html">pyspark.pandas.DataFrame.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.median.html">pyspark.pandas.DataFrame.median</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.mode.html">pyspark.pandas.DataFrame.mode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pct_change.html">pyspark.pandas.DataFrame.pct_change</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.prod.html">pyspark.pandas.DataFrame.prod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.product.html">pyspark.pandas.DataFrame.product</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.quantile.html">pyspark.pandas.DataFrame.quantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rank.html">pyspark.pandas.DataFrame.rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.nunique.html">pyspark.pandas.DataFrame.nunique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sem.html">pyspark.pandas.DataFrame.sem</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.skew.html">pyspark.pandas.DataFrame.skew</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sum.html">pyspark.pandas.DataFrame.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.std.html">pyspark.pandas.DataFrame.std</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.var.html">pyspark.pandas.DataFrame.var</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.cummin.html">pyspark.pandas.DataFrame.cummin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.cummax.html">pyspark.pandas.DataFrame.cummax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.cumsum.html">pyspark.pandas.DataFrame.cumsum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.cumprod.html">pyspark.pandas.DataFrame.cumprod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.round.html">pyspark.pandas.DataFrame.round</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.diff.html">pyspark.pandas.DataFrame.diff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.eval.html">pyspark.pandas.DataFrame.eval</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.add_prefix.html">pyspark.pandas.DataFrame.add_prefix</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.add_suffix.html">pyspark.pandas.DataFrame.add_suffix</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.align.html">pyspark.pandas.DataFrame.align</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.at_time.html">pyspark.pandas.DataFrame.at_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.between_time.html">pyspark.pandas.DataFrame.between_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.drop.html">pyspark.pandas.DataFrame.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.droplevel.html">pyspark.pandas.DataFrame.droplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.drop_duplicates.html">pyspark.pandas.DataFrame.drop_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.duplicated.html">pyspark.pandas.DataFrame.duplicated</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.equals.html">pyspark.pandas.DataFrame.equals</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.filter.html">pyspark.pandas.DataFrame.filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.first.html">pyspark.pandas.DataFrame.first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.head.html">pyspark.pandas.DataFrame.head</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.last.html">pyspark.pandas.DataFrame.last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.reindex.html">pyspark.pandas.DataFrame.reindex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.reindex_like.html">pyspark.pandas.DataFrame.reindex_like</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rename.html">pyspark.pandas.DataFrame.rename</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.rename_axis.html">pyspark.pandas.DataFrame.rename_axis</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.reset_index.html">pyspark.pandas.DataFrame.reset_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.set_index.html">pyspark.pandas.DataFrame.set_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.swapaxes.html">pyspark.pandas.DataFrame.swapaxes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.swaplevel.html">pyspark.pandas.DataFrame.swaplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.take.html">pyspark.pandas.DataFrame.take</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.isin.html">pyspark.pandas.DataFrame.isin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sample.html">pyspark.pandas.DataFrame.sample</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.truncate.html">pyspark.pandas.DataFrame.truncate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.backfill.html">pyspark.pandas.DataFrame.backfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.dropna.html">pyspark.pandas.DataFrame.dropna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.fillna.html">pyspark.pandas.DataFrame.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.replace.html">pyspark.pandas.DataFrame.replace</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.bfill.html">pyspark.pandas.DataFrame.bfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.ffill.html">pyspark.pandas.DataFrame.ffill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.interpolate.html">pyspark.pandas.DataFrame.interpolate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pad.html">pyspark.pandas.DataFrame.pad</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pivot_table.html">pyspark.pandas.DataFrame.pivot_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pivot.html">pyspark.pandas.DataFrame.pivot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sort_index.html">pyspark.pandas.DataFrame.sort_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.sort_values.html">pyspark.pandas.DataFrame.sort_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.nlargest.html">pyspark.pandas.DataFrame.nlargest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.nsmallest.html">pyspark.pandas.DataFrame.nsmallest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.stack.html">pyspark.pandas.DataFrame.stack</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.unstack.html">pyspark.pandas.DataFrame.unstack</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.melt.html">pyspark.pandas.DataFrame.melt</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.explode.html">pyspark.pandas.DataFrame.explode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.squeeze.html">pyspark.pandas.DataFrame.squeeze</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.T.html">pyspark.pandas.DataFrame.T</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.transpose.html">pyspark.pandas.DataFrame.transpose</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.assign.html">pyspark.pandas.DataFrame.assign</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.merge.html">pyspark.pandas.DataFrame.merge</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.join.html">pyspark.pandas.DataFrame.join</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.update.html">pyspark.pandas.DataFrame.update</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.resample.html">pyspark.pandas.DataFrame.resample</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.shift.html">pyspark.pandas.DataFrame.shift</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.first_valid_index.html">pyspark.pandas.DataFrame.first_valid_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.last_valid_index.html">pyspark.pandas.DataFrame.last_valid_index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.from_dict.html">pyspark.pandas.DataFrame.from_dict</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.from_records.html">pyspark.pandas.DataFrame.from_records</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_table.html">pyspark.pandas.DataFrame.to_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_delta.html">pyspark.pandas.DataFrame.to_delta</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_parquet.html">pyspark.pandas.DataFrame.to_parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_csv.html">pyspark.pandas.DataFrame.to_csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_orc.html">pyspark.pandas.DataFrame.to_orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_pandas.html">pyspark.pandas.DataFrame.to_pandas</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_html.html">pyspark.pandas.DataFrame.to_html</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_numpy.html">pyspark.pandas.DataFrame.to_numpy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_spark.html">pyspark.pandas.DataFrame.to_spark</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_string.html">pyspark.pandas.DataFrame.to_string</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_feather.html">pyspark.pandas.DataFrame.to_feather</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_stata.html">pyspark.pandas.DataFrame.to_stata</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_json.html">pyspark.pandas.DataFrame.to_json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_dict.html">pyspark.pandas.DataFrame.to_dict</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_excel.html">pyspark.pandas.DataFrame.to_excel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_hdf.html">pyspark.pandas.DataFrame.to_hdf</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_clipboard.html">pyspark.pandas.DataFrame.to_clipboard</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_markdown.html">pyspark.pandas.DataFrame.to_markdown</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_records.html">pyspark.pandas.DataFrame.to_records</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.to_latex.html">pyspark.pandas.DataFrame.to_latex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.style.html">pyspark.pandas.DataFrame.style</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.frame.html">pyspark.pandas.DataFrame.spark.frame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.cache.html">pyspark.pandas.DataFrame.spark.cache</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.persist.html">pyspark.pandas.DataFrame.spark.persist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.hint.html">pyspark.pandas.DataFrame.spark.hint</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.to_table.html">pyspark.pandas.DataFrame.spark.to_table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.to_spark_io.html">pyspark.pandas.DataFrame.spark.to_spark_io</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.apply.html">pyspark.pandas.DataFrame.spark.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.repartition.html">pyspark.pandas.DataFrame.spark.repartition</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.spark.coalesce.html">pyspark.pandas.DataFrame.spark.coalesce</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.area.html">pyspark.pandas.DataFrame.plot.area</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.barh.html">pyspark.pandas.DataFrame.plot.barh</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.bar.html">pyspark.pandas.DataFrame.plot.bar</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.hist.html">pyspark.pandas.DataFrame.plot.hist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.box.html">pyspark.pandas.DataFrame.plot.box</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.line.html">pyspark.pandas.DataFrame.plot.line</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.pie.html">pyspark.pandas.DataFrame.plot.pie</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.scatter.html">pyspark.pandas.DataFrame.plot.scatter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.plot.density.html">pyspark.pandas.DataFrame.plot.density</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.hist.html">pyspark.pandas.DataFrame.hist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.boxplot.html">pyspark.pandas.DataFrame.boxplot</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.kde.html">pyspark.pandas.DataFrame.kde</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pandas_on_spark.apply_batch.html">pyspark.pandas.DataFrame.pandas_on_spark.apply_batch</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DataFrame.pandas_on_spark.transform_batch.html">pyspark.pandas.DataFrame.pandas_on_spark.transform_batch</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/indexing.html">Index objects</a><input class="toctree-checkbox" id="toctree-checkbox-26" name="toctree-checkbox-26" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-26"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.html">pyspark.pandas.Index</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_monotonic_increasing.html">pyspark.pandas.Index.is_monotonic_increasing</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_monotonic_decreasing.html">pyspark.pandas.Index.is_monotonic_decreasing</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_unique.html">pyspark.pandas.Index.is_unique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.has_duplicates.html">pyspark.pandas.Index.has_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.hasnans.html">pyspark.pandas.Index.hasnans</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.dtype.html">pyspark.pandas.Index.dtype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.inferred_type.html">pyspark.pandas.Index.inferred_type</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.shape.html">pyspark.pandas.Index.shape</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.name.html">pyspark.pandas.Index.name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.names.html">pyspark.pandas.Index.names</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.ndim.html">pyspark.pandas.Index.ndim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.size.html">pyspark.pandas.Index.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.nlevels.html">pyspark.pandas.Index.nlevels</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.empty.html">pyspark.pandas.Index.empty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.T.html">pyspark.pandas.Index.T</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.values.html">pyspark.pandas.Index.values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.all.html">pyspark.pandas.Index.all</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.any.html">pyspark.pandas.Index.any</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.argmin.html">pyspark.pandas.Index.argmin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.argmax.html">pyspark.pandas.Index.argmax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.copy.html">pyspark.pandas.Index.copy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.delete.html">pyspark.pandas.Index.delete</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.equals.html">pyspark.pandas.Index.equals</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.factorize.html">pyspark.pandas.Index.factorize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.identical.html">pyspark.pandas.Index.identical</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.insert.html">pyspark.pandas.Index.insert</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_boolean.html">pyspark.pandas.Index.is_boolean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_categorical.html">pyspark.pandas.Index.is_categorical</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_floating.html">pyspark.pandas.Index.is_floating</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_integer.html">pyspark.pandas.Index.is_integer</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_interval.html">pyspark.pandas.Index.is_interval</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_numeric.html">pyspark.pandas.Index.is_numeric</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.is_object.html">pyspark.pandas.Index.is_object</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.drop.html">pyspark.pandas.Index.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.drop_duplicates.html">pyspark.pandas.Index.drop_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.min.html">pyspark.pandas.Index.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.max.html">pyspark.pandas.Index.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.map.html">pyspark.pandas.Index.map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.rename.html">pyspark.pandas.Index.rename</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.repeat.html">pyspark.pandas.Index.repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.take.html">pyspark.pandas.Index.take</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.unique.html">pyspark.pandas.Index.unique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.nunique.html">pyspark.pandas.Index.nunique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.value_counts.html">pyspark.pandas.Index.value_counts</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.set_names.html">pyspark.pandas.Index.set_names</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.droplevel.html">pyspark.pandas.Index.droplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.fillna.html">pyspark.pandas.Index.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.dropna.html">pyspark.pandas.Index.dropna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.isna.html">pyspark.pandas.Index.isna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.isnull.html">pyspark.pandas.Index.isnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.notna.html">pyspark.pandas.Index.notna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.notnull.html">pyspark.pandas.Index.notnull</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.astype.html">pyspark.pandas.Index.astype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.item.html">pyspark.pandas.Index.item</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.to_list.html">pyspark.pandas.Index.to_list</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.to_series.html">pyspark.pandas.Index.to_series</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.to_frame.html">pyspark.pandas.Index.to_frame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.view.html">pyspark.pandas.Index.view</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.to_numpy.html">pyspark.pandas.Index.to_numpy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.spark.column.html">pyspark.pandas.Index.spark.column</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.spark.transform.html">pyspark.pandas.Index.spark.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.sort_values.html">pyspark.pandas.Index.sort_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.shift.html">pyspark.pandas.Index.shift</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.append.html">pyspark.pandas.Index.append</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.intersection.html">pyspark.pandas.Index.intersection</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.union.html">pyspark.pandas.Index.union</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.difference.html">pyspark.pandas.Index.difference</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.symmetric_difference.html">pyspark.pandas.Index.symmetric_difference</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.asof.html">pyspark.pandas.Index.asof</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.Index.isin.html">pyspark.pandas.Index.isin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.html">pyspark.pandas.CategoricalIndex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.codes.html">pyspark.pandas.CategoricalIndex.codes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.categories.html">pyspark.pandas.CategoricalIndex.categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.ordered.html">pyspark.pandas.CategoricalIndex.ordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.rename_categories.html">pyspark.pandas.CategoricalIndex.rename_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.reorder_categories.html">pyspark.pandas.CategoricalIndex.reorder_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.add_categories.html">pyspark.pandas.CategoricalIndex.add_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.remove_categories.html">pyspark.pandas.CategoricalIndex.remove_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.remove_unused_categories.html">pyspark.pandas.CategoricalIndex.remove_unused_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.set_categories.html">pyspark.pandas.CategoricalIndex.set_categories</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.as_ordered.html">pyspark.pandas.CategoricalIndex.as_ordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.as_unordered.html">pyspark.pandas.CategoricalIndex.as_unordered</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.map.html">pyspark.pandas.CategoricalIndex.map</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.equals.html">pyspark.pandas.CategoricalIndex.equals</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.max.html">pyspark.pandas.CategoricalIndex.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.min.html">pyspark.pandas.CategoricalIndex.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.CategoricalIndex.tolist.html">pyspark.pandas.CategoricalIndex.tolist</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.html">pyspark.pandas.MultiIndex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.from_arrays.html">pyspark.pandas.MultiIndex.from_arrays</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.from_tuples.html">pyspark.pandas.MultiIndex.from_tuples</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.from_product.html">pyspark.pandas.MultiIndex.from_product</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.from_frame.html">pyspark.pandas.MultiIndex.from_frame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.has_duplicates.html">pyspark.pandas.MultiIndex.has_duplicates</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.hasnans.html">pyspark.pandas.MultiIndex.hasnans</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.inferred_type.html">pyspark.pandas.MultiIndex.inferred_type</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.shape.html">pyspark.pandas.MultiIndex.shape</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.names.html">pyspark.pandas.MultiIndex.names</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.ndim.html">pyspark.pandas.MultiIndex.ndim</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.empty.html">pyspark.pandas.MultiIndex.empty</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.T.html">pyspark.pandas.MultiIndex.T</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.size.html">pyspark.pandas.MultiIndex.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.nlevels.html">pyspark.pandas.MultiIndex.nlevels</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.levshape.html">pyspark.pandas.MultiIndex.levshape</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.values.html">pyspark.pandas.MultiIndex.values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.dtypes.html">pyspark.pandas.MultiIndex.dtypes</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.swaplevel.html">pyspark.pandas.MultiIndex.swaplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.droplevel.html">pyspark.pandas.MultiIndex.droplevel</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.fillna.html">pyspark.pandas.MultiIndex.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.dropna.html">pyspark.pandas.MultiIndex.dropna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.equals.html">pyspark.pandas.MultiIndex.equals</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.equal_levels.html">pyspark.pandas.MultiIndex.equal_levels</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.identical.html">pyspark.pandas.MultiIndex.identical</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.insert.html">pyspark.pandas.MultiIndex.insert</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.drop.html">pyspark.pandas.MultiIndex.drop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.copy.html">pyspark.pandas.MultiIndex.copy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.delete.html">pyspark.pandas.MultiIndex.delete</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.rename.html">pyspark.pandas.MultiIndex.rename</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.repeat.html">pyspark.pandas.MultiIndex.repeat</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.take.html">pyspark.pandas.MultiIndex.take</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.unique.html">pyspark.pandas.MultiIndex.unique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.min.html">pyspark.pandas.MultiIndex.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.max.html">pyspark.pandas.MultiIndex.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.value_counts.html">pyspark.pandas.MultiIndex.value_counts</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.append.html">pyspark.pandas.MultiIndex.append</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.intersection.html">pyspark.pandas.MultiIndex.intersection</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.union.html">pyspark.pandas.MultiIndex.union</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.difference.html">pyspark.pandas.MultiIndex.difference</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.symmetric_difference.html">pyspark.pandas.MultiIndex.symmetric_difference</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.astype.html">pyspark.pandas.MultiIndex.astype</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.item.html">pyspark.pandas.MultiIndex.item</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.to_list.html">pyspark.pandas.MultiIndex.to_list</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.to_series.html">pyspark.pandas.MultiIndex.to_series</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.to_frame.html">pyspark.pandas.MultiIndex.to_frame</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.view.html">pyspark.pandas.MultiIndex.view</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.to_numpy.html">pyspark.pandas.MultiIndex.to_numpy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.spark.data_type.html">pyspark.pandas.MultiIndex.spark.data_type</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.spark.column.html">pyspark.pandas.MultiIndex.spark.column</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.spark.transform.html">pyspark.pandas.MultiIndex.spark.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.MultiIndex.sort_values.html">pyspark.pandas.MultiIndex.sort_values</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.html">pyspark.pandas.DatetimeIndex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.year.html">pyspark.pandas.DatetimeIndex.year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.month.html">pyspark.pandas.DatetimeIndex.month</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.day.html">pyspark.pandas.DatetimeIndex.day</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.hour.html">pyspark.pandas.DatetimeIndex.hour</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.minute.html">pyspark.pandas.DatetimeIndex.minute</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.second.html">pyspark.pandas.DatetimeIndex.second</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.microsecond.html">pyspark.pandas.DatetimeIndex.microsecond</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.isocalendar.html">pyspark.pandas.DatetimeIndex.isocalendar</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.dayofweek.html">pyspark.pandas.DatetimeIndex.dayofweek</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.day_of_week.html">pyspark.pandas.DatetimeIndex.day_of_week</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.weekday.html">pyspark.pandas.DatetimeIndex.weekday</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.dayofyear.html">pyspark.pandas.DatetimeIndex.dayofyear</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.day_of_year.html">pyspark.pandas.DatetimeIndex.day_of_year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.quarter.html">pyspark.pandas.DatetimeIndex.quarter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_month_start.html">pyspark.pandas.DatetimeIndex.is_month_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_month_end.html">pyspark.pandas.DatetimeIndex.is_month_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_quarter_start.html">pyspark.pandas.DatetimeIndex.is_quarter_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_quarter_end.html">pyspark.pandas.DatetimeIndex.is_quarter_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_year_start.html">pyspark.pandas.DatetimeIndex.is_year_start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_year_end.html">pyspark.pandas.DatetimeIndex.is_year_end</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.is_leap_year.html">pyspark.pandas.DatetimeIndex.is_leap_year</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.daysinmonth.html">pyspark.pandas.DatetimeIndex.daysinmonth</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.days_in_month.html">pyspark.pandas.DatetimeIndex.days_in_month</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.indexer_between_time.html">pyspark.pandas.DatetimeIndex.indexer_between_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.indexer_at_time.html">pyspark.pandas.DatetimeIndex.indexer_at_time</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.normalize.html">pyspark.pandas.DatetimeIndex.normalize</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.strftime.html">pyspark.pandas.DatetimeIndex.strftime</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.round.html">pyspark.pandas.DatetimeIndex.round</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.floor.html">pyspark.pandas.DatetimeIndex.floor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.ceil.html">pyspark.pandas.DatetimeIndex.ceil</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.month_name.html">pyspark.pandas.DatetimeIndex.month_name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.DatetimeIndex.day_name.html">pyspark.pandas.DatetimeIndex.day_name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.TimedeltaIndex.html">pyspark.pandas.TimedeltaIndex</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.TimedeltaIndex.days.html">pyspark.pandas.TimedeltaIndex.days</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.TimedeltaIndex.seconds.html">pyspark.pandas.TimedeltaIndex.seconds</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.TimedeltaIndex.microseconds.html">pyspark.pandas.TimedeltaIndex.microseconds</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/window.html">Window</a><input class="toctree-checkbox" id="toctree-checkbox-27" name="toctree-checkbox-27" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-27"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.count.html">pyspark.pandas.window.Rolling.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.sum.html">pyspark.pandas.window.Rolling.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.min.html">pyspark.pandas.window.Rolling.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.max.html">pyspark.pandas.window.Rolling.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.mean.html">pyspark.pandas.window.Rolling.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Rolling.quantile.html">pyspark.pandas.window.Rolling.quantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.count.html">pyspark.pandas.window.Expanding.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.sum.html">pyspark.pandas.window.Expanding.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.min.html">pyspark.pandas.window.Expanding.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.max.html">pyspark.pandas.window.Expanding.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.mean.html">pyspark.pandas.window.Expanding.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.Expanding.quantile.html">pyspark.pandas.window.Expanding.quantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.window.ExponentialMoving.mean.html">pyspark.pandas.window.ExponentialMoving.mean</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/groupby.html">GroupBy</a><input class="toctree-checkbox" id="toctree-checkbox-28" name="toctree-checkbox-28" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-28"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.get_group.html">pyspark.pandas.groupby.GroupBy.get_group</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.apply.html">pyspark.pandas.groupby.GroupBy.apply</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.transform.html">pyspark.pandas.groupby.GroupBy.transform</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.DataFrameGroupBy.agg.html">pyspark.pandas.groupby.DataFrameGroupBy.agg</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.DataFrameGroupBy.aggregate.html">pyspark.pandas.groupby.DataFrameGroupBy.aggregate</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.all.html">pyspark.pandas.groupby.GroupBy.all</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.any.html">pyspark.pandas.groupby.GroupBy.any</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.count.html">pyspark.pandas.groupby.GroupBy.count</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.cumcount.html">pyspark.pandas.groupby.GroupBy.cumcount</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.cummax.html">pyspark.pandas.groupby.GroupBy.cummax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.cummin.html">pyspark.pandas.groupby.GroupBy.cummin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.cumprod.html">pyspark.pandas.groupby.GroupBy.cumprod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.cumsum.html">pyspark.pandas.groupby.GroupBy.cumsum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.ewm.html">pyspark.pandas.groupby.GroupBy.ewm</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.filter.html">pyspark.pandas.groupby.GroupBy.filter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.first.html">pyspark.pandas.groupby.GroupBy.first</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.last.html">pyspark.pandas.groupby.GroupBy.last</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.max.html">pyspark.pandas.groupby.GroupBy.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.mean.html">pyspark.pandas.groupby.GroupBy.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.median.html">pyspark.pandas.groupby.GroupBy.median</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.min.html">pyspark.pandas.groupby.GroupBy.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.nth.html">pyspark.pandas.groupby.GroupBy.nth</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.prod.html">pyspark.pandas.groupby.GroupBy.prod</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.rank.html">pyspark.pandas.groupby.GroupBy.rank</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.sem.html">pyspark.pandas.groupby.GroupBy.sem</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.std.html">pyspark.pandas.groupby.GroupBy.std</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.sum.html">pyspark.pandas.groupby.GroupBy.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.var.html">pyspark.pandas.groupby.GroupBy.var</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.nunique.html">pyspark.pandas.groupby.GroupBy.nunique</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.quantile.html">pyspark.pandas.groupby.GroupBy.quantile</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.size.html">pyspark.pandas.groupby.GroupBy.size</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.diff.html">pyspark.pandas.groupby.GroupBy.diff</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.idxmax.html">pyspark.pandas.groupby.GroupBy.idxmax</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.idxmin.html">pyspark.pandas.groupby.GroupBy.idxmin</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.fillna.html">pyspark.pandas.groupby.GroupBy.fillna</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.bfill.html">pyspark.pandas.groupby.GroupBy.bfill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.ffill.html">pyspark.pandas.groupby.GroupBy.ffill</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.head.html">pyspark.pandas.groupby.GroupBy.head</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.shift.html">pyspark.pandas.groupby.GroupBy.shift</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.GroupBy.tail.html">pyspark.pandas.groupby.GroupBy.tail</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.DataFrameGroupBy.describe.html">pyspark.pandas.groupby.DataFrameGroupBy.describe</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.SeriesGroupBy.nsmallest.html">pyspark.pandas.groupby.SeriesGroupBy.nsmallest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.SeriesGroupBy.nlargest.html">pyspark.pandas.groupby.SeriesGroupBy.nlargest</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.SeriesGroupBy.value_counts.html">pyspark.pandas.groupby.SeriesGroupBy.value_counts</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.groupby.SeriesGroupBy.unique.html">pyspark.pandas.groupby.SeriesGroupBy.unique</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/resampling.html">Resampling</a><input class="toctree-checkbox" id="toctree-checkbox-29" name="toctree-checkbox-29" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-29"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.max.html">pyspark.pandas.resample.Resampler.max</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.mean.html">pyspark.pandas.resample.Resampler.mean</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.min.html">pyspark.pandas.resample.Resampler.min</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.std.html">pyspark.pandas.resample.Resampler.std</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.sum.html">pyspark.pandas.resample.Resampler.sum</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.resample.Resampler.var.html">pyspark.pandas.resample.Resampler.var</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/options.html">Options and settings</a><input class="toctree-checkbox" id="toctree-checkbox-30" name="toctree-checkbox-30" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-30"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.reset_option.html">pyspark.pandas.reset_option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.get_option.html">pyspark.pandas.get_option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.set_option.html">pyspark.pandas.set_option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.option_context.html">pyspark.pandas.option_context</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/ml.html">Machine Learning utilities</a><input class="toctree-checkbox" id="toctree-checkbox-31" name="toctree-checkbox-31" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-31"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.mlflow.PythonModelWrapper.html">pyspark.pandas.mlflow.PythonModelWrapper</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.mlflow.load_model.html">pyspark.pandas.mlflow.load_model</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/extensions.html">Extensions</a><input class="toctree-checkbox" id="toctree-checkbox-32" name="toctree-checkbox-32" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-32"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.extensions.register_dataframe_accessor.html">pyspark.pandas.extensions.register_dataframe_accessor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.extensions.register_series_accessor.html">pyspark.pandas.extensions.register_series_accessor</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.extensions.register_index_accessor.html">pyspark.pandas.extensions.register_index_accessor</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.pandas/testing.html">Testing</a><input class="toctree-checkbox" id="toctree-checkbox-33" name="toctree-checkbox-33" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-33"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.testing.assert_frame_equal.html">pyspark.pandas.testing.assert_frame_equal</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.testing.assert_series_equal.html">pyspark.pandas.testing.assert_series_equal</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.pandas/api/pyspark.pandas.testing.assert_index_equal.html">pyspark.pandas.testing.assert_index_equal</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.ss/index.html">Structured Streaming</a><input class="toctree-checkbox" id="toctree-checkbox-34" name="toctree-checkbox-34" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-34"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.ss/core_classes.html">Core Classes</a><input class="toctree-checkbox" id="toctree-checkbox-35" name="toctree-checkbox-35" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-35"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.html">pyspark.sql.streaming.DataStreamReader</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.html">pyspark.sql.streaming.DataStreamWriter</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.html">pyspark.sql.streaming.StreamingQuery</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.html">pyspark.sql.streaming.StreamingQueryManager</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryListener.html">pyspark.sql.streaming.StreamingQueryListener</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.ss/io.html">Input/Output</a><input class="toctree-checkbox" id="toctree-checkbox-36" name="toctree-checkbox-36" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-36"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.csv.html">pyspark.sql.streaming.DataStreamReader.csv</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.format.html">pyspark.sql.streaming.DataStreamReader.format</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.json.html">pyspark.sql.streaming.DataStreamReader.json</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.load.html">pyspark.sql.streaming.DataStreamReader.load</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.option.html">pyspark.sql.streaming.DataStreamReader.option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.options.html">pyspark.sql.streaming.DataStreamReader.options</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.orc.html">pyspark.sql.streaming.DataStreamReader.orc</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.parquet.html">pyspark.sql.streaming.DataStreamReader.parquet</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.schema.html">pyspark.sql.streaming.DataStreamReader.schema</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.table.html">pyspark.sql.streaming.DataStreamReader.table</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamReader.text.html">pyspark.sql.streaming.DataStreamReader.text</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.foreach.html">pyspark.sql.streaming.DataStreamWriter.foreach</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.foreachBatch.html">pyspark.sql.streaming.DataStreamWriter.foreachBatch</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.format.html">pyspark.sql.streaming.DataStreamWriter.format</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.option.html">pyspark.sql.streaming.DataStreamWriter.option</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.options.html">pyspark.sql.streaming.DataStreamWriter.options</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.outputMode.html">pyspark.sql.streaming.DataStreamWriter.outputMode</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.partitionBy.html">pyspark.sql.streaming.DataStreamWriter.partitionBy</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.queryName.html">pyspark.sql.streaming.DataStreamWriter.queryName</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.start.html">pyspark.sql.streaming.DataStreamWriter.start</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.toTable.html">pyspark.sql.streaming.DataStreamWriter.toTable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.DataStreamWriter.trigger.html">pyspark.sql.streaming.DataStreamWriter.trigger</a></li>
 </ul>
 </li>
 <li class="toctree-l2 has-children"><a class="reference internal" href="../pyspark.ss/query_management.html">Query Management</a><input class="toctree-checkbox" id="toctree-checkbox-37" name="toctree-checkbox-37" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-37"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.awaitTermination.html">pyspark.sql.streaming.StreamingQuery.awaitTermination</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.exception.html">pyspark.sql.streaming.StreamingQuery.exception</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.explain.html">pyspark.sql.streaming.StreamingQuery.explain</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.id.html">pyspark.sql.streaming.StreamingQuery.id</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.isActive.html">pyspark.sql.streaming.StreamingQuery.isActive</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.lastProgress.html">pyspark.sql.streaming.StreamingQuery.lastProgress</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.name.html">pyspark.sql.streaming.StreamingQuery.name</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.processAllAvailable.html">pyspark.sql.streaming.StreamingQuery.processAllAvailable</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.recentProgress.html">pyspark.sql.streaming.StreamingQuery.recentProgress</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.runId.html">pyspark.sql.streaming.StreamingQuery.runId</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.status.html">pyspark.sql.streaming.StreamingQuery.status</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQuery.stop.html">pyspark.sql.streaming.StreamingQuery.stop</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.active.html">pyspark.sql.streaming.StreamingQueryManager.active</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.addListener.html">pyspark.sql.streaming.StreamingQueryManager.addListener</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.awaitAnyTermination.html">pyspark.sql.streaming.StreamingQueryManager.awaitAnyTermination</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.get.html">pyspark.sql.streaming.StreamingQueryManager.get</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.removeListener.html">pyspark.sql.streaming.StreamingQueryManager.removeListener</a></li>
 <li class="toctree-l3"><a class="reference internal" href="../pyspark.ss/api/pyspark.sql.streaming.StreamingQueryManager.resetTerminated.html">pyspark.sql.streaming.StreamingQueryManager.resetTerminated</a></li>
 </ul>
 </li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.ml.html">MLlib (DataFrame-based)</a><input class="toctree-checkbox" id="toctree-checkbox-38" name="toctree-checkbox-38" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-38"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.Transformer.html">Transformer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.UnaryTransformer.html">UnaryTransformer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.Estimator.html">Estimator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.Model.html">Model</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.Predictor.html">Predictor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.PredictionModel.html">PredictionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.Pipeline.html">Pipeline</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.PipelineModel.html">PipelineModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.param.Param.html">Param</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.param.Params.html">Params</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.param.TypeConverters.html">TypeConverters</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Binarizer.html">Binarizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.BucketedRandomProjectionLSH.html">BucketedRandomProjectionLSH</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.BucketedRandomProjectionLSHModel.html">BucketedRandomProjectionLSHModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Bucketizer.html">Bucketizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.ChiSqSelector.html">ChiSqSelector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.ChiSqSelectorModel.html">ChiSqSelectorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.CountVectorizer.html">CountVectorizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.CountVectorizerModel.html">CountVectorizerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.DCT.html">DCT</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.ElementwiseProduct.html">ElementwiseProduct</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.FeatureHasher.html">FeatureHasher</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.HashingTF.html">HashingTF</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.IDF.html">IDF</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.IDFModel.html">IDFModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Imputer.html">Imputer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.ImputerModel.html">ImputerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.IndexToString.html">IndexToString</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Interaction.html">Interaction</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MaxAbsScaler.html">MaxAbsScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MaxAbsScalerModel.html">MaxAbsScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MinHashLSH.html">MinHashLSH</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MinHashLSHModel.html">MinHashLSHModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MinMaxScaler.html">MinMaxScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.MinMaxScalerModel.html">MinMaxScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.NGram.html">NGram</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Normalizer.html">Normalizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.OneHotEncoder.html">OneHotEncoder</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.OneHotEncoderModel.html">OneHotEncoderModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.PCA.html">PCA</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.PCAModel.html">PCAModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.PolynomialExpansion.html">PolynomialExpansion</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.QuantileDiscretizer.html">QuantileDiscretizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.RobustScaler.html">RobustScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.RobustScalerModel.html">RobustScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.RegexTokenizer.html">RegexTokenizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.RFormula.html">RFormula</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.RFormulaModel.html">RFormulaModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.SQLTransformer.html">SQLTransformer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.StandardScaler.html">StandardScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.StandardScalerModel.html">StandardScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.StopWordsRemover.html">StopWordsRemover</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.StringIndexer.html">StringIndexer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.StringIndexerModel.html">StringIndexerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Tokenizer.html">Tokenizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.UnivariateFeatureSelector.html">UnivariateFeatureSelector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.UnivariateFeatureSelectorModel.html">UnivariateFeatureSelectorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VarianceThresholdSelector.html">VarianceThresholdSelector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VarianceThresholdSelectorModel.html">VarianceThresholdSelectorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VectorAssembler.html">VectorAssembler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VectorIndexer.html">VectorIndexer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VectorIndexerModel.html">VectorIndexerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VectorSizeHint.html">VectorSizeHint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.VectorSlicer.html">VectorSlicer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Word2Vec.html">Word2Vec</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.feature.Word2VecModel.html">Word2VecModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LinearSVC.html">LinearSVC</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LinearSVCModel.html">LinearSVCModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LinearSVCSummary.html">LinearSVCSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LinearSVCTrainingSummary.html">LinearSVCTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LogisticRegression.html">LogisticRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LogisticRegressionModel.html">LogisticRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LogisticRegressionSummary.html">LogisticRegressionSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.LogisticRegressionTrainingSummary.html">LogisticRegressionTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.BinaryLogisticRegressionSummary.html">BinaryLogisticRegressionSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.BinaryLogisticRegressionTrainingSummary.html">BinaryLogisticRegressionTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.DecisionTreeClassifier.html">DecisionTreeClassifier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.DecisionTreeClassificationModel.html">DecisionTreeClassificationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.GBTClassifier.html">GBTClassifier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.GBTClassificationModel.html">GBTClassificationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.RandomForestClassifier.html">RandomForestClassifier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.RandomForestClassificationModel.html">RandomForestClassificationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.RandomForestClassificationSummary.html">RandomForestClassificationSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.RandomForestClassificationTrainingSummary.html">RandomForestClassificationTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.BinaryRandomForestClassificationSummary.html">BinaryRandomForestClassificationSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.BinaryRandomForestClassificationTrainingSummary.html">BinaryRandomForestClassificationTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.NaiveBayes.html">NaiveBayes</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.NaiveBayesModel.html">NaiveBayesModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.MultilayerPerceptronClassifier.html">MultilayerPerceptronClassifier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.MultilayerPerceptronClassificationModel.html">MultilayerPerceptronClassificationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.MultilayerPerceptronClassificationSummary.html">MultilayerPerceptronClassificationSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.MultilayerPerceptronClassificationTrainingSummary.html">MultilayerPerceptronClassificationTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.OneVsRest.html">OneVsRest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.OneVsRestModel.html">OneVsRestModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.FMClassifier.html">FMClassifier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.FMClassificationModel.html">FMClassificationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.FMClassificationSummary.html">FMClassificationSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.classification.FMClassificationTrainingSummary.html">FMClassificationTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.BisectingKMeans.html">BisectingKMeans</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.BisectingKMeansModel.html">BisectingKMeansModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.BisectingKMeansSummary.html">BisectingKMeansSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.KMeans.html">KMeans</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.KMeansModel.html">KMeansModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.KMeansSummary.html">KMeansSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.GaussianMixture.html">GaussianMixture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.GaussianMixtureModel.html">GaussianMixtureModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.GaussianMixtureSummary.html">GaussianMixtureSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.LDA.html">LDA</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.LDAModel.html">LDAModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.LocalLDAModel.html">LocalLDAModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.DistributedLDAModel.html">DistributedLDAModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.clustering.PowerIterationClustering.html">PowerIterationClustering</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.functions.array_to_vector.html">pyspark.ml.functions.array_to_vector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.functions.vector_to_array.html">pyspark.ml.functions.vector_to_array</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.functions.predict_batch_udf.html">pyspark.ml.functions.predict_batch_udf</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.Vector.html">Vector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.DenseVector.html">DenseVector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.SparseVector.html">SparseVector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.Vectors.html">Vectors</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.Matrix.html">Matrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.DenseMatrix.html">DenseMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.SparseMatrix.html">SparseMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.linalg.Matrices.html">Matrices</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.recommendation.ALS.html">ALS</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.recommendation.ALSModel.html">ALSModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.AFTSurvivalRegression.html">AFTSurvivalRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.AFTSurvivalRegressionModel.html">AFTSurvivalRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.DecisionTreeRegressor.html">DecisionTreeRegressor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.DecisionTreeRegressionModel.html">DecisionTreeRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GBTRegressor.html">GBTRegressor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GBTRegressionModel.html">GBTRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GeneralizedLinearRegression.html">GeneralizedLinearRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GeneralizedLinearRegressionModel.html">GeneralizedLinearRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GeneralizedLinearRegressionSummary.html">GeneralizedLinearRegressionSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.GeneralizedLinearRegressionTrainingSummary.html">GeneralizedLinearRegressionTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.IsotonicRegression.html">IsotonicRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.IsotonicRegressionModel.html">IsotonicRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.LinearRegression.html">LinearRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.LinearRegressionModel.html">LinearRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.LinearRegressionSummary.html">LinearRegressionSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.LinearRegressionTrainingSummary.html">LinearRegressionTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.RandomForestRegressor.html">RandomForestRegressor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.RandomForestRegressionModel.html">RandomForestRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.FMRegressor.html">FMRegressor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.regression.FMRegressionModel.html">FMRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.ChiSquareTest.html">ChiSquareTest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.Correlation.html">Correlation</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.KolmogorovSmirnovTest.html">KolmogorovSmirnovTest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.MultivariateGaussian.html">MultivariateGaussian</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.Summarizer.html">Summarizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.stat.SummaryBuilder.html">SummaryBuilder</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.tuning.ParamGridBuilder.html">ParamGridBuilder</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.tuning.CrossValidator.html">CrossValidator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.tuning.CrossValidatorModel.html">CrossValidatorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.tuning.TrainValidationSplit.html">TrainValidationSplit</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.tuning.TrainValidationSplitModel.html">TrainValidationSplitModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.Evaluator.html">Evaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.BinaryClassificationEvaluator.html">BinaryClassificationEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.RegressionEvaluator.html">RegressionEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.MulticlassClassificationEvaluator.html">MulticlassClassificationEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.MultilabelClassificationEvaluator.html">MultilabelClassificationEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.ClusteringEvaluator.html">ClusteringEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.evaluation.RankingEvaluator.html">RankingEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.fpm.FPGrowth.html">FPGrowth</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.fpm.FPGrowthModel.html">FPGrowthModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.fpm.PrefixSpan.html">PrefixSpan</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.image.ImageSchema.html">ImageSchema</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.image._ImageSchema.html">_ImageSchema</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.torch.distributor.TorchDistributor.html">TorchDistributor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.deepspeed.deepspeed_distributor.DeepspeedTorchDistributor.html">DeepspeedTorchDistributor</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.BaseReadWrite.html">BaseReadWrite</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.DefaultParamsReadable.html">DefaultParamsReadable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.DefaultParamsReader.html">DefaultParamsReader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.DefaultParamsWritable.html">DefaultParamsWritable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.DefaultParamsWriter.html">DefaultParamsWriter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.GeneralMLWriter.html">GeneralMLWriter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.HasTrainingSummary.html">HasTrainingSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.Identifiable.html">Identifiable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.MLReadable.html">MLReadable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.MLReader.html">MLReader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.MLWritable.html">MLWritable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.util.MLWriter.html">MLWriter</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.ml.connect.html">MLlib (DataFrame-based) for Spark Connect</a><input class="toctree-checkbox" id="toctree-checkbox-39" name="toctree-checkbox-39" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-39"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.Transformer.html">Transformer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.Estimator.html">Estimator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.Model.html">Model</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.Evaluator.html">Evaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.Pipeline.html">Pipeline</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.PipelineModel.html">PipelineModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.feature.MaxAbsScaler.html">MaxAbsScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.feature.MaxAbsScalerModel.html">MaxAbsScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.feature.StandardScaler.html">StandardScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.feature.StandardScalerModel.html">StandardScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.feature.ArrayAssembler.html">ArrayAssembler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.classification.LogisticRegression.html">LogisticRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.classification.LogisticRegressionModel.html">LogisticRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.functions.array_to_vector.html">pyspark.ml.connect.functions.array_to_vector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.functions.vector_to_array.html">pyspark.ml.connect.functions.vector_to_array</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.tuning.CrossValidator.html">CrossValidator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.tuning.CrossValidatorModel.html">CrossValidatorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.evaluation.RegressionEvaluator.html">RegressionEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.evaluation.BinaryClassificationEvaluator.html">BinaryClassificationEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.evaluation.MulticlassClassificationEvaluator.html">MulticlassClassificationEvaluator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.io_utils.ParamsReadWrite.html">ParamsReadWrite</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.io_utils.CoreModelReadWrite.html">CoreModelReadWrite</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.ml.connect.io_utils.MetaAlgorithmReadWrite.html">MetaAlgorithmReadWrite</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.streaming.html">Spark Streaming (Legacy)</a><input class="toctree-checkbox" id="toctree-checkbox-40" name="toctree-checkbox-40" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-40"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.html">pyspark.streaming.StreamingContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.html">pyspark.streaming.DStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.addStreamingListener.html">pyspark.streaming.StreamingContext.addStreamingListener</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.awaitTermination.html">pyspark.streaming.StreamingContext.awaitTermination</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.awaitTerminationOrTimeout.html">pyspark.streaming.StreamingContext.awaitTerminationOrTimeout</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.checkpoint.html">pyspark.streaming.StreamingContext.checkpoint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.getActive.html">pyspark.streaming.StreamingContext.getActive</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.getActiveOrCreate.html">pyspark.streaming.StreamingContext.getActiveOrCreate</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.getOrCreate.html">pyspark.streaming.StreamingContext.getOrCreate</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.remember.html">pyspark.streaming.StreamingContext.remember</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.sparkContext.html">pyspark.streaming.StreamingContext.sparkContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.start.html">pyspark.streaming.StreamingContext.start</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.stop.html">pyspark.streaming.StreamingContext.stop</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.transform.html">pyspark.streaming.StreamingContext.transform</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.union.html">pyspark.streaming.StreamingContext.union</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.binaryRecordsStream.html">pyspark.streaming.StreamingContext.binaryRecordsStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.queueStream.html">pyspark.streaming.StreamingContext.queueStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.socketTextStream.html">pyspark.streaming.StreamingContext.socketTextStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.StreamingContext.textFileStream.html">pyspark.streaming.StreamingContext.textFileStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.pprint.html">pyspark.streaming.DStream.pprint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.saveAsTextFiles.html">pyspark.streaming.DStream.saveAsTextFiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.cache.html">pyspark.streaming.DStream.cache</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.checkpoint.html">pyspark.streaming.DStream.checkpoint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.cogroup.html">pyspark.streaming.DStream.cogroup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.combineByKey.html">pyspark.streaming.DStream.combineByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.context.html">pyspark.streaming.DStream.context</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.count.html">pyspark.streaming.DStream.count</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.countByValue.html">pyspark.streaming.DStream.countByValue</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.countByValueAndWindow.html">pyspark.streaming.DStream.countByValueAndWindow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.countByWindow.html">pyspark.streaming.DStream.countByWindow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.filter.html">pyspark.streaming.DStream.filter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.flatMap.html">pyspark.streaming.DStream.flatMap</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.flatMapValues.html">pyspark.streaming.DStream.flatMapValues</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.foreachRDD.html">pyspark.streaming.DStream.foreachRDD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.fullOuterJoin.html">pyspark.streaming.DStream.fullOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.glom.html">pyspark.streaming.DStream.glom</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.groupByKey.html">pyspark.streaming.DStream.groupByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.groupByKeyAndWindow.html">pyspark.streaming.DStream.groupByKeyAndWindow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.join.html">pyspark.streaming.DStream.join</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.leftOuterJoin.html">pyspark.streaming.DStream.leftOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.map.html">pyspark.streaming.DStream.map</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.mapPartitions.html">pyspark.streaming.DStream.mapPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.mapPartitionsWithIndex.html">pyspark.streaming.DStream.mapPartitionsWithIndex</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.mapValues.html">pyspark.streaming.DStream.mapValues</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.partitionBy.html">pyspark.streaming.DStream.partitionBy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.persist.html">pyspark.streaming.DStream.persist</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.reduce.html">pyspark.streaming.DStream.reduce</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.reduceByKey.html">pyspark.streaming.DStream.reduceByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.reduceByKeyAndWindow.html">pyspark.streaming.DStream.reduceByKeyAndWindow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.reduceByWindow.html">pyspark.streaming.DStream.reduceByWindow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.repartition.html">pyspark.streaming.DStream.repartition</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.rightOuterJoin.html">pyspark.streaming.DStream.rightOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.slice.html">pyspark.streaming.DStream.slice</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.transform.html">pyspark.streaming.DStream.transform</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.transformWith.html">pyspark.streaming.DStream.transformWith</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.union.html">pyspark.streaming.DStream.union</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.updateStateByKey.html">pyspark.streaming.DStream.updateStateByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.DStream.window.html">pyspark.streaming.DStream.window</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.kinesis.KinesisUtils.createStream.html">pyspark.streaming.kinesis.KinesisUtils.createStream</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.kinesis.InitialPositionInStream.LATEST.html">pyspark.streaming.kinesis.InitialPositionInStream.LATEST</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.streaming.kinesis.InitialPositionInStream.TRIM_HORIZON.html">pyspark.streaming.kinesis.InitialPositionInStream.TRIM_HORIZON</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.mllib.html">MLlib (RDD-based)</a><input class="toctree-checkbox" id="toctree-checkbox-41" name="toctree-checkbox-41" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-41"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.LogisticRegressionModel.html">LogisticRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.LogisticRegressionWithSGD.html">LogisticRegressionWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.LogisticRegressionWithLBFGS.html">LogisticRegressionWithLBFGS</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.SVMModel.html">SVMModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.SVMWithSGD.html">SVMWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.NaiveBayesModel.html">NaiveBayesModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.NaiveBayes.html">NaiveBayes</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.classification.StreamingLogisticRegressionWithSGD.html">StreamingLogisticRegressionWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.BisectingKMeansModel.html">BisectingKMeansModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.BisectingKMeans.html">BisectingKMeans</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.KMeansModel.html">KMeansModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.KMeans.html">KMeans</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.GaussianMixtureModel.html">GaussianMixtureModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.GaussianMixture.html">GaussianMixture</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.PowerIterationClusteringModel.html">PowerIterationClusteringModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.PowerIterationClustering.html">PowerIterationClustering</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.StreamingKMeans.html">StreamingKMeans</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.StreamingKMeansModel.html">StreamingKMeansModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.LDA.html">LDA</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.clustering.LDAModel.html">LDAModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.evaluation.BinaryClassificationMetrics.html">BinaryClassificationMetrics</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.evaluation.RegressionMetrics.html">RegressionMetrics</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.evaluation.MulticlassMetrics.html">MulticlassMetrics</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.evaluation.RankingMetrics.html">RankingMetrics</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.Normalizer.html">Normalizer</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.StandardScalerModel.html">StandardScalerModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.StandardScaler.html">StandardScaler</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.HashingTF.html">HashingTF</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.IDFModel.html">IDFModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.IDF.html">IDF</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.Word2Vec.html">Word2Vec</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.Word2VecModel.html">Word2VecModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.ChiSqSelector.html">ChiSqSelector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.ChiSqSelectorModel.html">ChiSqSelectorModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.feature.ElementwiseProduct.html">ElementwiseProduct</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.fpm.FPGrowth.html">FPGrowth</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.fpm.FPGrowthModel.html">FPGrowthModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.fpm.PrefixSpan.html">PrefixSpan</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.fpm.PrefixSpanModel.html">PrefixSpanModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.Vector.html">Vector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.DenseVector.html">DenseVector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.SparseVector.html">SparseVector</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.Vectors.html">Vectors</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.Matrix.html">Matrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.DenseMatrix.html">DenseMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.SparseMatrix.html">SparseMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.Matrices.html">Matrices</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.QRDecomposition.html">QRDecomposition</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.BlockMatrix.html">BlockMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.CoordinateMatrix.html">CoordinateMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.DistributedMatrix.html">DistributedMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.IndexedRow.html">IndexedRow</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.IndexedRowMatrix.html">IndexedRowMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.MatrixEntry.html">MatrixEntry</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.RowMatrix.html">RowMatrix</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.linalg.distributed.SingularValueDecomposition.html">SingularValueDecomposition</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.random.RandomRDDs.html">RandomRDDs</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.recommendation.MatrixFactorizationModel.html">MatrixFactorizationModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.recommendation.ALS.html">ALS</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.recommendation.Rating.html">Rating</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LabeledPoint.html">LabeledPoint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LinearModel.html">LinearModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LinearRegressionModel.html">LinearRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LinearRegressionWithSGD.html">LinearRegressionWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.RidgeRegressionModel.html">RidgeRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.RidgeRegressionWithSGD.html">RidgeRegressionWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LassoModel.html">LassoModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.LassoWithSGD.html">LassoWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.IsotonicRegressionModel.html">IsotonicRegressionModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.IsotonicRegression.html">IsotonicRegression</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.StreamingLinearAlgorithm.html">StreamingLinearAlgorithm</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.regression.StreamingLinearRegressionWithSGD.html">StreamingLinearRegressionWithSGD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.Statistics.html">Statistics</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.MultivariateStatisticalSummary.html">MultivariateStatisticalSummary</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.ChiSqTestResult.html">ChiSqTestResult</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.MultivariateGaussian.html">MultivariateGaussian</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.KernelDensity.html">KernelDensity</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.ChiSqTestResult.html">ChiSqTestResult</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.stat.KolmogorovSmirnovTestResult.html">KolmogorovSmirnovTestResult</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.DecisionTreeModel.html">DecisionTreeModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.DecisionTree.html">DecisionTree</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.RandomForestModel.html">RandomForestModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.RandomForest.html">RandomForest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.GradientBoostedTreesModel.html">GradientBoostedTreesModel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.tree.GradientBoostedTrees.html">GradientBoostedTrees</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.JavaLoader.html">JavaLoader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.JavaSaveable.html">JavaSaveable</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.LinearDataGenerator.html">LinearDataGenerator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.Loader.html">Loader</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.MLUtils.html">MLUtils</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.mllib.util.Saveable.html">Saveable</a></li>
 </ul>
 </li>
 <li class="toctree-l1 current active has-children"><a class="reference internal" href="../pyspark.html">Spark Core</a><input checked="" class="toctree-checkbox" id="toctree-checkbox-42" name="toctree-checkbox-42" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-42"><i class="fa-solid fa-chevron-down"></i></label><ul class="current">
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.html">pyspark.SparkContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.html">pyspark.RDD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.html">pyspark.Broadcast</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Accumulator.html">pyspark.Accumulator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.AccumulatorParam.html">pyspark.AccumulatorParam</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.html">pyspark.SparkConf</a></li>
 <li class="toctree-l2 current active"><a class="current reference internal" href="#">pyspark.SparkFiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.html">pyspark.StorageLevel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.html">pyspark.TaskContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDDBarrier.html">pyspark.RDDBarrier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.html">pyspark.BarrierTaskContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskInfo.html">pyspark.BarrierTaskInfo</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.InheritableThread.html">pyspark.InheritableThread</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.util.VersionUtils.html">pyspark.util.VersionUtils</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.PACKAGE_EXTENSIONS.html">pyspark.SparkContext.PACKAGE_EXTENSIONS</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.accumulator.html">pyspark.SparkContext.accumulator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.addArchive.html">pyspark.SparkContext.addArchive</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.addFile.html">pyspark.SparkContext.addFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.addJobTag.html">pyspark.SparkContext.addJobTag</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.addPyFile.html">pyspark.SparkContext.addPyFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.applicationId.html">pyspark.SparkContext.applicationId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.binaryFiles.html">pyspark.SparkContext.binaryFiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.binaryRecords.html">pyspark.SparkContext.binaryRecords</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.broadcast.html">pyspark.SparkContext.broadcast</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.cancelAllJobs.html">pyspark.SparkContext.cancelAllJobs</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.cancelJobGroup.html">pyspark.SparkContext.cancelJobGroup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.cancelJobsWithTag.html">pyspark.SparkContext.cancelJobsWithTag</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.clearJobTags.html">pyspark.SparkContext.clearJobTags</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.defaultMinPartitions.html">pyspark.SparkContext.defaultMinPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.defaultParallelism.html">pyspark.SparkContext.defaultParallelism</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.dump_profiles.html">pyspark.SparkContext.dump_profiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.emptyRDD.html">pyspark.SparkContext.emptyRDD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.getCheckpointDir.html">pyspark.SparkContext.getCheckpointDir</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.getConf.html">pyspark.SparkContext.getConf</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.getJobTags.html">pyspark.SparkContext.getJobTags</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.getLocalProperty.html">pyspark.SparkContext.getLocalProperty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.getOrCreate.html">pyspark.SparkContext.getOrCreate</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.hadoopFile.html">pyspark.SparkContext.hadoopFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.hadoopRDD.html">pyspark.SparkContext.hadoopRDD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.listArchives.html">pyspark.SparkContext.listArchives</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.listFiles.html">pyspark.SparkContext.listFiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.newAPIHadoopFile.html">pyspark.SparkContext.newAPIHadoopFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.newAPIHadoopRDD.html">pyspark.SparkContext.newAPIHadoopRDD</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.parallelize.html">pyspark.SparkContext.parallelize</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.pickleFile.html">pyspark.SparkContext.pickleFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.range.html">pyspark.SparkContext.range</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.resources.html">pyspark.SparkContext.resources</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.removeJobTag.html">pyspark.SparkContext.removeJobTag</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.runJob.html">pyspark.SparkContext.runJob</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.sequenceFile.html">pyspark.SparkContext.sequenceFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setCheckpointDir.html">pyspark.SparkContext.setCheckpointDir</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setInterruptOnCancel.html">pyspark.SparkContext.setInterruptOnCancel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setJobDescription.html">pyspark.SparkContext.setJobDescription</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setJobGroup.html">pyspark.SparkContext.setJobGroup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setLocalProperty.html">pyspark.SparkContext.setLocalProperty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setLogLevel.html">pyspark.SparkContext.setLogLevel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.setSystemProperty.html">pyspark.SparkContext.setSystemProperty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.show_profiles.html">pyspark.SparkContext.show_profiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.sparkUser.html">pyspark.SparkContext.sparkUser</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.startTime.html">pyspark.SparkContext.startTime</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.statusTracker.html">pyspark.SparkContext.statusTracker</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.stop.html">pyspark.SparkContext.stop</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.textFile.html">pyspark.SparkContext.textFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.uiWebUrl.html">pyspark.SparkContext.uiWebUrl</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.union.html">pyspark.SparkContext.union</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.version.html">pyspark.SparkContext.version</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkContext.wholeTextFiles.html">pyspark.SparkContext.wholeTextFiles</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.aggregate.html">pyspark.RDD.aggregate</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.aggregateByKey.html">pyspark.RDD.aggregateByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.barrier.html">pyspark.RDD.barrier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.cache.html">pyspark.RDD.cache</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.cartesian.html">pyspark.RDD.cartesian</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.checkpoint.html">pyspark.RDD.checkpoint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.cleanShuffleDependencies.html">pyspark.RDD.cleanShuffleDependencies</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.coalesce.html">pyspark.RDD.coalesce</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.cogroup.html">pyspark.RDD.cogroup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.collect.html">pyspark.RDD.collect</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.collectAsMap.html">pyspark.RDD.collectAsMap</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.collectWithJobGroup.html">pyspark.RDD.collectWithJobGroup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.combineByKey.html">pyspark.RDD.combineByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.context.html">pyspark.RDD.context</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.count.html">pyspark.RDD.count</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.countApprox.html">pyspark.RDD.countApprox</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.countApproxDistinct.html">pyspark.RDD.countApproxDistinct</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.countByKey.html">pyspark.RDD.countByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.countByValue.html">pyspark.RDD.countByValue</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.distinct.html">pyspark.RDD.distinct</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.filter.html">pyspark.RDD.filter</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.first.html">pyspark.RDD.first</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.flatMap.html">pyspark.RDD.flatMap</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.flatMapValues.html">pyspark.RDD.flatMapValues</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.fold.html">pyspark.RDD.fold</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.foldByKey.html">pyspark.RDD.foldByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.foreach.html">pyspark.RDD.foreach</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.foreachPartition.html">pyspark.RDD.foreachPartition</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.fullOuterJoin.html">pyspark.RDD.fullOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.getCheckpointFile.html">pyspark.RDD.getCheckpointFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.getNumPartitions.html">pyspark.RDD.getNumPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.getResourceProfile.html">pyspark.RDD.getResourceProfile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.getStorageLevel.html">pyspark.RDD.getStorageLevel</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.glom.html">pyspark.RDD.glom</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.groupBy.html">pyspark.RDD.groupBy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.groupByKey.html">pyspark.RDD.groupByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.groupWith.html">pyspark.RDD.groupWith</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.histogram.html">pyspark.RDD.histogram</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.id.html">pyspark.RDD.id</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.intersection.html">pyspark.RDD.intersection</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.isCheckpointed.html">pyspark.RDD.isCheckpointed</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.isEmpty.html">pyspark.RDD.isEmpty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.isLocallyCheckpointed.html">pyspark.RDD.isLocallyCheckpointed</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.join.html">pyspark.RDD.join</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.keyBy.html">pyspark.RDD.keyBy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.keys.html">pyspark.RDD.keys</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.leftOuterJoin.html">pyspark.RDD.leftOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.localCheckpoint.html">pyspark.RDD.localCheckpoint</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.lookup.html">pyspark.RDD.lookup</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.map.html">pyspark.RDD.map</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.mapPartitions.html">pyspark.RDD.mapPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.mapPartitionsWithIndex.html">pyspark.RDD.mapPartitionsWithIndex</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.mapPartitionsWithSplit.html">pyspark.RDD.mapPartitionsWithSplit</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.mapValues.html">pyspark.RDD.mapValues</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.max.html">pyspark.RDD.max</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.mean.html">pyspark.RDD.mean</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.meanApprox.html">pyspark.RDD.meanApprox</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.min.html">pyspark.RDD.min</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.name.html">pyspark.RDD.name</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.partitionBy.html">pyspark.RDD.partitionBy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.persist.html">pyspark.RDD.persist</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.pipe.html">pyspark.RDD.pipe</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.randomSplit.html">pyspark.RDD.randomSplit</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.reduce.html">pyspark.RDD.reduce</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.reduceByKey.html">pyspark.RDD.reduceByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.reduceByKeyLocally.html">pyspark.RDD.reduceByKeyLocally</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.repartition.html">pyspark.RDD.repartition</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.repartitionAndSortWithinPartitions.html">pyspark.RDD.repartitionAndSortWithinPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.rightOuterJoin.html">pyspark.RDD.rightOuterJoin</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sample.html">pyspark.RDD.sample</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sampleByKey.html">pyspark.RDD.sampleByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sampleStdev.html">pyspark.RDD.sampleStdev</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sampleVariance.html">pyspark.RDD.sampleVariance</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsHadoopDataset.html">pyspark.RDD.saveAsHadoopDataset</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsHadoopFile.html">pyspark.RDD.saveAsHadoopFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsNewAPIHadoopDataset.html">pyspark.RDD.saveAsNewAPIHadoopDataset</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsNewAPIHadoopFile.html">pyspark.RDD.saveAsNewAPIHadoopFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsPickleFile.html">pyspark.RDD.saveAsPickleFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsSequenceFile.html">pyspark.RDD.saveAsSequenceFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.saveAsTextFile.html">pyspark.RDD.saveAsTextFile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.setName.html">pyspark.RDD.setName</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sortBy.html">pyspark.RDD.sortBy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sortByKey.html">pyspark.RDD.sortByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.stats.html">pyspark.RDD.stats</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.stdev.html">pyspark.RDD.stdev</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.subtract.html">pyspark.RDD.subtract</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.subtractByKey.html">pyspark.RDD.subtractByKey</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sum.html">pyspark.RDD.sum</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.sumApprox.html">pyspark.RDD.sumApprox</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.take.html">pyspark.RDD.take</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.takeOrdered.html">pyspark.RDD.takeOrdered</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.takeSample.html">pyspark.RDD.takeSample</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.toDebugString.html">pyspark.RDD.toDebugString</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.toLocalIterator.html">pyspark.RDD.toLocalIterator</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.top.html">pyspark.RDD.top</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.treeAggregate.html">pyspark.RDD.treeAggregate</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.treeReduce.html">pyspark.RDD.treeReduce</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.union.html">pyspark.RDD.union</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.unpersist.html">pyspark.RDD.unpersist</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.values.html">pyspark.RDD.values</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.variance.html">pyspark.RDD.variance</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.withResources.html">pyspark.RDD.withResources</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.zip.html">pyspark.RDD.zip</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.zipWithIndex.html">pyspark.RDD.zipWithIndex</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDD.zipWithUniqueId.html">pyspark.RDD.zipWithUniqueId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.destroy.html">pyspark.Broadcast.destroy</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.dump.html">pyspark.Broadcast.dump</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.load.html">pyspark.Broadcast.load</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.load_from_path.html">pyspark.Broadcast.load_from_path</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.unpersist.html">pyspark.Broadcast.unpersist</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Broadcast.value.html">pyspark.Broadcast.value</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Accumulator.add.html">pyspark.Accumulator.add</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.Accumulator.value.html">pyspark.Accumulator.value</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.AccumulatorParam.addInPlace.html">pyspark.AccumulatorParam.addInPlace</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.AccumulatorParam.zero.html">pyspark.AccumulatorParam.zero</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.inheritable_thread_target.html">pyspark.inheritable_thread_target</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.contains.html">pyspark.SparkConf.contains</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.get.html">pyspark.SparkConf.get</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.getAll.html">pyspark.SparkConf.getAll</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.set.html">pyspark.SparkConf.set</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setAll.html">pyspark.SparkConf.setAll</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setAppName.html">pyspark.SparkConf.setAppName</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setExecutorEnv.html">pyspark.SparkConf.setExecutorEnv</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setIfMissing.html">pyspark.SparkConf.setIfMissing</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setMaster.html">pyspark.SparkConf.setMaster</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.setSparkHome.html">pyspark.SparkConf.setSparkHome</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkConf.toDebugString.html">pyspark.SparkConf.toDebugString</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkFiles.get.html">pyspark.SparkFiles.get</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.SparkFiles.getRootDirectory.html">pyspark.SparkFiles.getRootDirectory</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.DISK_ONLY.html">pyspark.StorageLevel.DISK_ONLY</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.DISK_ONLY_2.html">pyspark.StorageLevel.DISK_ONLY_2</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.DISK_ONLY_3.html">pyspark.StorageLevel.DISK_ONLY_3</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.MEMORY_AND_DISK.html">pyspark.StorageLevel.MEMORY_AND_DISK</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.MEMORY_AND_DISK_2.html">pyspark.StorageLevel.MEMORY_AND_DISK_2</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.MEMORY_AND_DISK_DESER.html">pyspark.StorageLevel.MEMORY_AND_DISK_DESER</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.MEMORY_ONLY.html">pyspark.StorageLevel.MEMORY_ONLY</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.MEMORY_ONLY_2.html">pyspark.StorageLevel.MEMORY_ONLY_2</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.StorageLevel.OFF_HEAP.html">pyspark.StorageLevel.OFF_HEAP</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.attemptNumber.html">pyspark.TaskContext.attemptNumber</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.cpus.html">pyspark.TaskContext.cpus</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.get.html">pyspark.TaskContext.get</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.getLocalProperty.html">pyspark.TaskContext.getLocalProperty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.partitionId.html">pyspark.TaskContext.partitionId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.resources.html">pyspark.TaskContext.resources</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.stageId.html">pyspark.TaskContext.stageId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.TaskContext.taskAttemptId.html">pyspark.TaskContext.taskAttemptId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDDBarrier.mapPartitions.html">pyspark.RDDBarrier.mapPartitions</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.RDDBarrier.mapPartitionsWithIndex.html">pyspark.RDDBarrier.mapPartitionsWithIndex</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.allGather.html">pyspark.BarrierTaskContext.allGather</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.attemptNumber.html">pyspark.BarrierTaskContext.attemptNumber</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.barrier.html">pyspark.BarrierTaskContext.barrier</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.cpus.html">pyspark.BarrierTaskContext.cpus</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.get.html">pyspark.BarrierTaskContext.get</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.getLocalProperty.html">pyspark.BarrierTaskContext.getLocalProperty</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.getTaskInfos.html">pyspark.BarrierTaskContext.getTaskInfos</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.partitionId.html">pyspark.BarrierTaskContext.partitionId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.resources.html">pyspark.BarrierTaskContext.resources</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.stageId.html">pyspark.BarrierTaskContext.stageId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.BarrierTaskContext.taskAttemptId.html">pyspark.BarrierTaskContext.taskAttemptId</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.util.VersionUtils.majorMinorVersion.html">pyspark.util.VersionUtils.majorMinorVersion</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.resource.html">Resource Management</a><input class="toctree-checkbox" id="toctree-checkbox-43" name="toctree-checkbox-43" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-43"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.ResourceInformation.html">pyspark.resource.ResourceInformation</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.ResourceProfile.html">pyspark.resource.ResourceProfile</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.ResourceProfileBuilder.html">pyspark.resource.ResourceProfileBuilder</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.ExecutorResourceRequest.html">pyspark.resource.ExecutorResourceRequest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.ExecutorResourceRequests.html">pyspark.resource.ExecutorResourceRequests</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.TaskResourceRequest.html">pyspark.resource.TaskResourceRequest</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.resource.TaskResourceRequests.html">pyspark.resource.TaskResourceRequests</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.errors.html">Errors</a><input class="toctree-checkbox" id="toctree-checkbox-44" name="toctree-checkbox-44" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-44"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.AnalysisException.html">pyspark.errors.AnalysisException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.ArithmeticException.html">pyspark.errors.ArithmeticException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.ArrayIndexOutOfBoundsException.html">pyspark.errors.ArrayIndexOutOfBoundsException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.DateTimeException.html">pyspark.errors.DateTimeException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.IllegalArgumentException.html">pyspark.errors.IllegalArgumentException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.NumberFormatException.html">pyspark.errors.NumberFormatException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.ParseException.html">pyspark.errors.ParseException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkAssertionError.html">pyspark.errors.PySparkAssertionError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkAttributeError.html">pyspark.errors.PySparkAttributeError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.html">pyspark.errors.PySparkException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkKeyError.html">pyspark.errors.PySparkKeyError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkNotImplementedError.html">pyspark.errors.PySparkNotImplementedError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkPicklingError.html">pyspark.errors.PySparkPicklingError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkRuntimeError.html">pyspark.errors.PySparkRuntimeError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkTypeError.html">pyspark.errors.PySparkTypeError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkValueError.html">pyspark.errors.PySparkValueError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkImportError.html">pyspark.errors.PySparkImportError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkIndexError.html">pyspark.errors.PySparkIndexError</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PythonException.html">pyspark.errors.PythonException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.QueryContext.html">pyspark.errors.QueryContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.QueryContextType.html">pyspark.errors.QueryContextType</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.QueryExecutionException.html">pyspark.errors.QueryExecutionException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.RetriesExceeded.html">pyspark.errors.RetriesExceeded</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.SessionNotSameException.html">pyspark.errors.SessionNotSameException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.SparkRuntimeException.html">pyspark.errors.SparkRuntimeException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.SparkUpgradeException.html">pyspark.errors.SparkUpgradeException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.SparkNoSuchElementException.html">pyspark.errors.SparkNoSuchElementException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.StreamingQueryException.html">pyspark.errors.StreamingQueryException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.TempTableAlreadyExistsException.html">pyspark.errors.TempTableAlreadyExistsException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.UnknownException.html">pyspark.errors.UnknownException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.UnsupportedOperationException.html">pyspark.errors.UnsupportedOperationException</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.getErrorClass.html">pyspark.errors.PySparkException.getErrorClass</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.getMessage.html">pyspark.errors.PySparkException.getMessage</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.getMessageParameters.html">pyspark.errors.PySparkException.getMessageParameters</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.getQueryContext.html">pyspark.errors.PySparkException.getQueryContext</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.errors.PySparkException.getSqlState.html">pyspark.errors.PySparkException.getSqlState</a></li>
 </ul>
 </li>
 <li class="toctree-l1 has-children"><a class="reference internal" href="../pyspark.testing.html">Testing</a><input class="toctree-checkbox" id="toctree-checkbox-45" name="toctree-checkbox-45" type="checkbox"/><label class="toctree-toggle" for="toctree-checkbox-45"><i class="fa-solid fa-chevron-down"></i></label><ul>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.testing.assertDataFrameEqual.html">pyspark.testing.assertDataFrameEqual</a></li>
 <li class="toctree-l2"><a class="reference internal" href="pyspark.testing.assertSchemaEqual.html">pyspark.testing.assertSchemaEqual</a></li>
 </ul>
 </li>
 </ul>
 </div>
 </nav></div>
     </div>


   <div class="sidebar-primary-items__end sidebar-primary__section">
   </div>

   <div id="rtd-footer-container"></div>


       </div>

       <main id="main-content" class="bd-main">


           <div class="bd-content">
             <div class="bd-article-container">

               <div class="bd-header-article">
 <div class="header-article-items header-article__inner">

     <div class="header-article-items__start">

         <div class="header-article-item">


 <nav aria-label="Breadcrumbs">
   <ul class="bd-breadcrumbs" role="navigation" aria-label="Breadcrumb">

     <li class="breadcrumb-item breadcrumb-home">
       <a href="../../index.html" class="nav-link" aria-label="Home">
         <i class="fa-solid fa-home"></i>
       </a>
     </li>

     <li class="breadcrumb-item"><a href="../index.html" class="nav-link">API Reference</a></li>


     <li class="breadcrumb-item"><a href="../pyspark.html" class="nav-link">Spark Core</a></li>

     <li class="breadcrumb-item active" aria-current="page">pyspark.SparkFiles</li>
   </ul>
 </nav>
 </div>

     </div>


 </div>
 </div>


 <div id="searchbox"></div>
                 <article class="bd-article" role="main">

   <section id="pyspark-sparkfiles">
 <h1>pyspark.SparkFiles<a class="headerlink" href="#pyspark-sparkfiles" title="Permalink to this headline">#</a></h1>
 <dl class="py class">
 <dt class="sig sig-object py" id="pyspark.SparkFiles">
 <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">pyspark.</span></span><span class="sig-name descname"><span class="pre">SparkFiles</span></span><a class="reference internal" href="../../_modules/pyspark/core/files.html#SparkFiles"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#pyspark.SparkFiles" title="Permalink to this definition">#</a></dt>
 <dd><p>Resolves paths to files added through <a class="reference internal" href="pyspark.SparkContext.addFile.html#pyspark.SparkContext.addFile" title="pyspark.SparkContext.addFile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SparkContext.addFile()</span></code></a>.</p>
 <p>SparkFiles contains only classmethods; users should not create SparkFiles
 instances.</p>
 <p class="rubric">Methods</p>
 <table class="autosummary longtable table autosummary">
 <colgroup>
 <col style="width: 10%" />
 <col style="width: 90%" />
 </colgroup>
 <tbody>
 <tr class="row-odd"><td><p><a class="reference internal" href="pyspark.SparkFiles.get.html#pyspark.SparkFiles.get" title="pyspark.SparkFiles.get"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get</span></code></a>(filename)</p></td>
 <td><p>Get the absolute path of a file added through <a class="reference internal" href="pyspark.SparkContext.addFile.html#pyspark.SparkContext.addFile" title="pyspark.SparkContext.addFile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SparkContext.addFile()</span></code></a> or <a class="reference internal" href="pyspark.SparkContext.addPyFile.html#pyspark.SparkContext.addPyFile" title="pyspark.SparkContext.addPyFile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SparkContext.addPyFile()</span></code></a>.</p></td>
 </tr>
 <tr class="row-even"><td><p><a class="reference internal" href="pyspark.SparkFiles.getRootDirectory.html#pyspark.SparkFiles.getRootDirectory" title="pyspark.SparkFiles.getRootDirectory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">getRootDirectory</span></code></a>()</p></td>
 <td><p>Get the root directory that contains files added through <a class="reference internal" href="pyspark.SparkContext.addFile.html#pyspark.SparkContext.addFile" title="pyspark.SparkContext.addFile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SparkContext.addFile()</span></code></a> or <a class="reference internal" href="pyspark.SparkContext.addPyFile.html#pyspark.SparkContext.addPyFile" title="pyspark.SparkContext.addPyFile"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SparkContext.addPyFile()</span></code></a>.</p></td>
 </tr>
 </tbody>
 </table>
 </dd></dl>

 </section>


                 </article>


                 <footer class="bd-footer-article">

 <div class="footer-article-items footer-article__inner">

     <div class="footer-article-item"><!-- Previous / next buttons -->
 <div class="prev-next-area">
     <a class="left-prev"
        href="pyspark.SparkConf.html"
        title="previous page">
       <i class="fa-solid fa-angle-left"></i>
       <div class="prev-next-info">
         <p class="prev-next-subtitle">previous</p>
         <p class="prev-next-title">pyspark.SparkConf</p>
       </div>
     </a>
     <a class="right-next"
        href="pyspark.StorageLevel.html"
        title="next page">
       <div class="prev-next-info">
         <p class="prev-next-subtitle">next</p>
         <p class="prev-next-title">pyspark.StorageLevel</p>
       </div>
       <i class="fa-solid fa-angle-right"></i>
     </a>
 </div></div>

 </div>

                 </footer>

             </div>


                 <div class="bd-sidebar-secondary bd-toc"><div class="sidebar-secondary-items sidebar-secondary__inner">

   <div class="sidebar-secondary-item">
   <div class="tocsection sourcelink">
     <a href="../../_sources/reference/api/pyspark.SparkFiles.rst.txt">
       <i class="fa-solid fa-file-lines"></i> Show Source
     </a>
   </div>
 </div>

 </div></div>


           </div>
           <footer class="bd-footer-content">

           </footer>

       </main>
     </div>
   </div>

   <!-- Scripts loaded after <body> so the DOM is not blocked -->
   <script src="../../_static/scripts/bootstrap.js?digest=e353d410970836974a52"></script>
 <script src="../../_static/scripts/pydata-sphinx-theme.js?digest=e353d410970836974a52"></script>

   <footer class="bd-footer">
 <div class="bd-footer__inner bd-page-width">

     <div class="footer-items__start">

         <div class="footer-item"><p class="copyright">
     Copyright @ 2024 The Apache Software Foundation, Licensed under the <a href="https://www.apache.org/licenses/LICENSE-2.0">Apache License, Version 2.0</a>.
 </p></div>

         <div class="footer-item">
   <p class="sphinx-version">
     Created using <a href="https://www.sphinx-doc.org/">Sphinx</a> 4.5.0.
     <br/>
   </p>
 </div>

     </div>


     <div class="footer-items__end">

         <div class="footer-item"><p class="theme-version">
   Built with the <a href="https://pydata-sphinx-theme.readthedocs.io/en/stable/index.html">PyData Sphinx Theme</a> 0.13.3.
 </p></div>

     </div>

 </div>

   </footer>
   </body>
 </html>