blob: 2bcf7a8f4210d8319b03d80b47d5d930a9f6447a [file] [log] [blame]
<!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>Setting up IDEs &#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 = 'development/setting_ide';</script>
<link rel="canonical" href="https://spark.apache.org/docs/latest/api/python/development/setting_ide.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="Error classes in PySpark" href="errors.html" />
<link rel="prev" title="Debugging PySpark" href="debugging.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">
<a class="nav-link nav-internal" href="../reference/index.html">
API Reference
</a>
</li>
<li class="nav-item current active">
<a class="nav-link nav-internal" href="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 = "development/setting_ide.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">
<a class="nav-link nav-internal" href="../reference/index.html">
API Reference
</a>
</li>
<li class="nav-item current active">
<a class="nav-link nav-internal" href="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 = "development/setting_ide.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"><a class="reference internal" href="contributing.html">Contributing to PySpark</a></li>
<li class="toctree-l1"><a class="reference internal" href="testing.html">Testing PySpark</a></li>
<li class="toctree-l1"><a class="reference internal" href="debugging.html">Debugging PySpark</a></li>
<li class="toctree-l1 current active"><a class="current reference internal" href="#">Setting up IDEs</a></li>
<li class="toctree-l1"><a class="reference internal" href="errors.html">Error classes in PySpark</a></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">Development</a></li>
<li class="breadcrumb-item active" aria-current="page">Setting up IDEs</li>
</ul>
</nav>
</div>
</div>
</div>
</div>
<div id="searchbox"></div>
<article class="bd-article" role="main">
<section id="setting-up-ides">
<h1>Setting up IDEs<a class="headerlink" href="#setting-up-ides" title="Permalink to this headline">#</a></h1>
<section id="pycharm">
<h2>PyCharm<a class="headerlink" href="#pycharm" title="Permalink to this headline">#</a></h2>
<p>This section describes how to setup PySpark on PyCharm.
It guides step by step to the process of downloading the source code from GitHub and running the test code successfully.</p>
<p>Firstly, download the Spark source code from GitHub using git url. You can download the source code by simply using <code class="docutils literal notranslate"><span class="pre">git</span> <span class="pre">clone</span></code> command as shown below.
If you want to download the code from any forked repository rather than Spark original repository, please change the url properly.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/apache/spark.git
</pre></div>
</div>
<p>When the download is completed, go to the <code class="docutils literal notranslate"><span class="pre">spark</span></code> directory and build the package.
SBT build is generally much faster than Maven. More details about the build are documented <a class="reference external" href="https://spark.apache.org/docs/latest/building-spark.html">here</a>.</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>build/sbt<span class="w"> </span>package
</pre></div>
</div>
<p>After building is finished, run PyCharm and select the path <code class="docutils literal notranslate"><span class="pre">spark/python</span></code>.</p>
<img alt="Select the Spark path" src="../_images/pycharm-with-pyspark1.png" />
<p>Let’s go to the path <code class="docutils literal notranslate"><span class="pre">python/pyspark/tests</span></code> in PyCharm and try to run the any test like <code class="docutils literal notranslate"><span class="pre">test_join.py</span></code>.
You might can see the <code class="docutils literal notranslate"><span class="pre">KeyError:</span> <span class="pre">'SPARK_HOME'</span></code> because the environment variable has not been set yet.</p>
<p>Go <strong>Run -&gt; Edit Configurations</strong>, and set the environment variables as below.
Please make sure to specify your own path for <code class="docutils literal notranslate"><span class="pre">SPARK_HOME</span></code> rather than <code class="docutils literal notranslate"><span class="pre">/.../spark</span></code>. After completing the variable, click <strong>OK</strong> to apply the changes.</p>
<img alt="Setting up SPARK_HOME" src="../_images/pycharm-with-pyspark2.png" />
<p>Once <code class="docutils literal notranslate"><span class="pre">SPARK_HOME</span></code> is set properly, you’ll be able to run the tests properly as below:</p>
<img alt="Running tests properly" src="../_images/pycharm-with-pyspark3.png" />
</section>
</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="debugging.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">Debugging PySpark</p>
</div>
</a>
<a class="right-next"
href="errors.html"
title="next page">
<div class="prev-next-info">
<p class="prev-next-subtitle">next</p>
<p class="prev-next-title">Error classes in PySpark</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="page-toc tocsection onthispage">
<i class="fa-solid fa-list"></i> On this page
</div>
<nav class="bd-toc-nav page-toc">
<ul class="visible nav section-nav flex-column">
<li class="toc-h2 nav-item toc-entry"><a class="reference internal nav-link" href="#pycharm">PyCharm</a></li>
</ul>
</nav></div>
<div class="sidebar-secondary-item">
<div class="tocsection sourcelink">
<a href="../_sources/development/setting_ide.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>