| |
| <!DOCTYPE html> |
| |
| <html> |
| <head> |
| <meta charset="utf-8" /> |
| <title>Getting Started — PySpark 3.5.2 documentation</title> |
| |
| <link href="../_static/styles/theme.css?digest=1999514e3f237ded88cf" rel="stylesheet"> |
| <link href="../_static/styles/pydata-sphinx-theme.css?digest=1999514e3f237ded88cf" rel="stylesheet"> |
| |
| |
| <link rel="stylesheet" |
| href="../_static/vendor/fontawesome/5.13.0/css/all.min.css"> |
| <link rel="preload" as="font" type="font/woff2" crossorigin |
| href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-solid-900.woff2"> |
| <link rel="preload" as="font" type="font/woff2" crossorigin |
| href="../_static/vendor/fontawesome/5.13.0/webfonts/fa-brands-400.woff2"> |
| |
| |
| |
| |
| |
| <link rel="stylesheet" href="../_static/styles/pydata-sphinx-theme.css" type="text/css" /> |
| <link rel="stylesheet" href="../_static/pygments.css" type="text/css" /> |
| <link rel="stylesheet" type="text/css" href="../_static/copybutton.css" /> |
| <link rel="stylesheet" type="text/css" href="../_static/css/pyspark.css" /> |
| |
| <link rel="preload" as="script" href="../_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf"> |
| |
| <script id="documentation_options" data-url_root="../" src="../_static/documentation_options.js"></script> |
| <script src="../_static/jquery.js"></script> |
| <script src="../_static/underscore.js"></script> |
| <script src="../_static/doctools.js"></script> |
| <script src="../_static/language_data.js"></script> |
| <script src="../_static/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 async="async" src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/latest.js?config=TeX-AMS-MML_HTMLorMML"></script> |
| <script type="text/x-mathjax-config">MathJax.Hub.Config({"tex2jax": {"inlineMath": [["$", "$"], ["\\(", "\\)"]], "processEscapes": true, "ignoreClass": "document", "processClass": "math|output_area"}})</script> |
| <link rel="canonical" href="https://spark.apache.org/docs/latest/api/python/getting_started/index.html" /> |
| <link rel="search" title="Search" href="../search.html" /> |
| <link rel="next" title="Installation" href="install.html" /> |
| <link rel="prev" title="PySpark Overview" href="../index.html" /> |
| <meta name="viewport" content="width=device-width, initial-scale=1" /> |
| <meta name="docsearch:language" content="None"> |
| |
| |
| <!-- Google Analytics --> |
| |
| </head> |
| <body data-spy="scroll" data-target="#bd-toc-nav" data-offset="80"> |
| |
| <div class="container-fluid" id="banner"></div> |
| |
| |
| <nav class="navbar navbar-light navbar-expand-lg bg-light fixed-top bd-navbar" id="navbar-main"><div class="container-xl"> |
| |
| <div id="navbar-start"> |
| |
| |
| |
| <a class="navbar-brand" href="../index.html"> |
| <img src="../_static/spark-logo-reverse.png" class="logo" alt="logo"> |
| </a> |
| |
| |
| |
| </div> |
| |
| <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbar-collapsible" aria-controls="navbar-collapsible" aria-expanded="false" aria-label="Toggle navigation"> |
| <span class="navbar-toggler-icon"></span> |
| </button> |
| |
| |
| <div id="navbar-collapsible" class="col-lg-9 collapse navbar-collapse"> |
| <div id="navbar-center" class="mr-auto"> |
| |
| <div class="navbar-center-item"> |
| <ul id="navbar-main-elements" class="navbar-nav"> |
| <li class="toctree-l1 nav-item"> |
| <a class="reference internal nav-link" href="../index.html"> |
| Overview |
| </a> |
| </li> |
| |
| <li class="toctree-l1 current active nav-item"> |
| <a class="current reference internal nav-link" href="#"> |
| Getting Started |
| </a> |
| </li> |
| |
| <li class="toctree-l1 nav-item"> |
| <a class="reference internal nav-link" href="../user_guide/index.html"> |
| User Guides |
| </a> |
| </li> |
| |
| <li class="toctree-l1 nav-item"> |
| <a class="reference internal nav-link" href="../reference/index.html"> |
| API Reference |
| </a> |
| </li> |
| |
| <li class="toctree-l1 nav-item"> |
| <a class="reference internal nav-link" href="../development/index.html"> |
| Development |
| </a> |
| </li> |
| |
| <li class="toctree-l1 nav-item"> |
| <a class="reference internal nav-link" href="../migration_guide/index.html"> |
| Migration Guides |
| </a> |
| </li> |
| |
| |
| </ul> |
| </div> |
| |
| </div> |
| |
| <div id="navbar-end"> |
| |
| <div class="navbar-end-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"> |
| 3.5.2 |
| <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 = "getting_started/index.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> |
| </div> |
| </div> |
| </nav> |
| |
| |
| <div class="container-xl"> |
| <div class="row"> |
| |
| |
| <!-- Only show if we have sidebars configured, else just a small margin --> |
| <div class="col-12 col-md-3 bd-sidebar"> |
| <div class="sidebar-start-items"><form class="bd-search d-flex align-items-center" action="../search.html" method="get"> |
| <i class="icon fas fa-search"></i> |
| <input type="search" class="form-control" name="q" id="search-input" placeholder="Search the docs ..." aria-label="Search the docs ..." autocomplete="off" > |
| </form><nav class="bd-links" id="bd-docs-nav" aria-label="Main navigation"> |
| <div class="bd-toc-item active"> |
| <ul class="nav bd-sidenav"> |
| <li class="toctree-l1"> |
| <a class="reference internal" href="install.html"> |
| Installation |
| </a> |
| </li> |
| <li class="toctree-l1"> |
| <a class="reference internal" href="quickstart_df.html"> |
| Quickstart: DataFrame |
| </a> |
| </li> |
| <li class="toctree-l1"> |
| <a class="reference internal" href="quickstart_connect.html"> |
| Quickstart: Spark Connect |
| </a> |
| </li> |
| <li class="toctree-l1"> |
| <a class="reference internal" href="quickstart_ps.html"> |
| Quickstart: Pandas API on Spark |
| </a> |
| </li> |
| <li class="toctree-l1"> |
| <a class="reference internal" href="testing_pyspark.html"> |
| Testing PySpark |
| </a> |
| </li> |
| </ul> |
| |
| </div> |
| </nav> |
| </div> |
| <div class="sidebar-end-items"> |
| </div> |
| </div> |
| |
| |
| |
| |
| <div class="d-none d-xl-block col-xl-2 bd-toc"> |
| |
| |
| <div class="toc-item"> |
| |
| |
| <nav id="bd-toc-nav"> |
| |
| </nav> |
| </div> |
| |
| <div class="toc-item"> |
| |
| </div> |
| |
| |
| </div> |
| |
| |
| |
| |
| |
| |
| <main class="col-12 col-md-9 col-xl-7 py-md-5 pl-md-5 pr-md-4 bd-content" role="main"> |
| |
| <div> |
| |
| <div class="section" id="getting-started"> |
| <h1>Getting Started<a class="headerlink" href="#getting-started" title="Permalink to this headline">ΒΆ</a></h1> |
| <p>This page summarizes the basic steps required to setup and get started with PySpark. |
| There are more guides shared with other languages such as |
| <a class="reference external" href="https://spark.apache.org/docs/latest/quick-start.html">Quick Start</a> in Programming Guides |
| at <a class="reference external" href="https://spark.apache.org/docs/latest/index.html#where-to-go-from-here">the Spark documentation</a>.</p> |
| <p>There are live notebooks where you can try PySpark out without any other step:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://mybinder.org/v2/gh/apache/spark/bb7846dd487?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_df.ipynb">Live Notebook: DataFrame</a></p></li> |
| <li><p><a class="reference external" href="https://mybinder.org/v2/gh/apache/spark/bb7846dd487?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_connect.ipynb">Live Notebook: Spark Connect</a></p></li> |
| <li><p><a class="reference external" href="https://mybinder.org/v2/gh/apache/spark/bb7846dd487?filepath=python%2Fdocs%2Fsource%2Fgetting_started%2Fquickstart_ps.ipynb">Live Notebook: pandas API on Spark</a></p></li> |
| </ul> |
| <p>The list below is the contents of this quickstart page:</p> |
| <div class="toctree-wrapper compound"> |
| <ul> |
| <li class="toctree-l1"><a class="reference internal" href="install.html">Installation</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#python-versions-supported">Python Versions Supported</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#using-pypi">Using PyPI</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#using-conda">Using Conda</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#manually-downloading">Manually Downloading</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#installing-from-source">Installing from Source</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="install.html#dependencies">Dependencies</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="quickstart_df.html">Quickstart: DataFrame</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#DataFrame-Creation">DataFrame Creation</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Viewing-Data">Viewing Data</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Selecting-and-Accessing-Data">Selecting and Accessing Data</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Applying-a-Function">Applying a Function</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Grouping-Data">Grouping Data</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Getting-Data-In/Out">Getting Data In/Out</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_df.html#Working-with-SQL">Working with SQL</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="quickstart_connect.html">Quickstart: Spark Connect</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_connect.html#Launch-Spark-server-with-Spark-Connect">Launch Spark server with Spark Connect</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_connect.html#Connect-to-Spark-Connect-server">Connect to Spark Connect server</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_connect.html#Create-DataFrame">Create DataFrame</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="quickstart_ps.html">Quickstart: Pandas API on Spark</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Object-Creation">Object Creation</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Missing-Data">Missing Data</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Operations">Operations</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Grouping">Grouping</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Plotting">Plotting</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="quickstart_ps.html#Getting-data-in/out">Getting data in/out</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="testing_pyspark.html">Testing PySpark</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="testing_pyspark.html#Build-a-PySpark-Application">Build a PySpark Application</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="testing_pyspark.html#Testing-your-PySpark-Application">Testing your PySpark Application</a></li> |
| <li class="toctree-l2"><a class="reference internal" href="testing_pyspark.html#Putting-It-All-Together!">Putting It All Together!</a></li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| </div> |
| |
| |
| </div> |
| |
| |
| <!-- Previous / next buttons --> |
| <div class='prev-next-area'> |
| <a class='left-prev' id="prev-link" href="../index.html" title="previous page"> |
| <i class="fas fa-angle-left"></i> |
| <div class="prev-next-info"> |
| <p class="prev-next-subtitle">previous</p> |
| <p class="prev-next-title">PySpark Overview</p> |
| </div> |
| </a> |
| <a class='right-next' id="next-link" href="install.html" title="next page"> |
| <div class="prev-next-info"> |
| <p class="prev-next-subtitle">next</p> |
| <p class="prev-next-title">Installation</p> |
| </div> |
| <i class="fas fa-angle-right"></i> |
| </a> |
| </div> |
| |
| </main> |
| |
| |
| </div> |
| </div> |
| |
| <script src="../_static/scripts/pydata-sphinx-theme.js?digest=1999514e3f237ded88cf"></script> |
| <footer class="footer mt-5 mt-md-0"> |
| <div class="container"> |
| |
| <div class="footer-item"> |
| <p class="copyright"> |
| © Copyright .<br> |
| </p> |
| </div> |
| |
| <div class="footer-item"> |
| <p class="sphinx-version"> |
| Created using <a href="http://sphinx-doc.org/">Sphinx</a> 3.0.4.<br> |
| </p> |
| </div> |
| |
| </div> |
| </footer> |
| </body> |
| </html> |
