blob: 09dcc41225936cc4ee6c0846b920c5c6c0aa0f15 [file] [log] [blame]
<!DOCTYPE html>
<html class="writer-html5" lang="en" >
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Installing PyArrow &mdash; Apache Arrow v2.0.0</title>
<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" />
<link rel="stylesheet" href="../_static/pygments.css" type="text/css" />
<!--[if lt IE 9]>
<script src="../_static/js/html5shiv.min.js"></script>
<![endif]-->
<script type="text/javascript" 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 type="text/javascript" src="../_static/js/theme.js"></script>
<link rel="canonical" href="https://arrow.apache.org/docs/python/install.html" />
<link rel="index" title="Index" href="../genindex.html" />
<link rel="search" title="Search" href="../search.html" />
<link rel="next" title="Memory and IO Interfaces" href="memory.html" />
<link rel="prev" title="Python bindings" href="index.html" />
<!-- Matomo -->
<script>
var _paq = window._paq = window._paq || [];
/* tracker methods like "setCustomDimension" should be called before "trackPageView" */
_paq.push(["setDoNotTrack", true]);
_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', '20']);
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 class="wy-body-for-nav">
<div class="wy-grid-for-nav">
<nav data-toggle="wy-nav-shift" class="wy-nav-side">
<div class="wy-side-scroll">
<div class="wy-side-nav-search" >
<a href="../index.html" class="icon icon-home" alt="Documentation Home"> Apache Arrow
</a>
<div class="version">
2.0.0
</div>
<div role="search">
<form id="rtd-search-form" class="wy-form" action="../search.html" method="get">
<input type="text" name="q" placeholder="Search docs" />
<input type="hidden" name="check_keywords" value="yes" />
<input type="hidden" name="area" value="default" />
</form>
</div>
</div>
<div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
<p class="caption"><span class="caption-text">Specifications and Protocols</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../format/Versioning.html">Format Versioning and Stability</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/Columnar.html">Arrow Columnar Format</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/Flight.html">Arrow Flight RPC</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/Integration.html">Integration Testing</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/CDataInterface.html">The Arrow C data interface</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/CStreamInterface.html">The Arrow C stream interface</a></li>
<li class="toctree-l1"><a class="reference internal" href="../format/Other.html">Other Data Structures</a></li>
</ul>
<p class="caption"><span class="caption-text">Libraries</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="../status.html">Implementation Status</a></li>
<li class="toctree-l1"><a class="reference external" href="https://arrow.apache.org/docs/c_glib/">C/GLib</a></li>
<li class="toctree-l1"><a class="reference internal" href="../cpp/index.html">C++</a></li>
<li class="toctree-l1"><a class="reference external" href="https://github.com/apache/arrow/blob/master/csharp/README.md">C#</a></li>
<li class="toctree-l1"><a class="reference external" href="https://godoc.org/github.com/apache/arrow/go/arrow">Go</a></li>
<li class="toctree-l1"><a class="reference internal" href="../java/index.html">Java</a></li>
<li class="toctree-l1"><a class="reference external" href="https://arrow.apache.org/docs/js/">JavaScript</a></li>
<li class="toctree-l1"><a class="reference external" href="https://github.com/apache/arrow/blob/master/matlab/README.md">MATLAB</a></li>
<li class="toctree-l1 current"><a class="reference internal" href="index.html">Python</a><ul class="current">
<li class="toctree-l2 current"><a class="current reference internal" href="#">Installing PyArrow</a><ul>
<li class="toctree-l3"><a class="reference internal" href="#system-compatibility">System Compatibility</a></li>
<li class="toctree-l3"><a class="reference internal" href="#python-compatibility">Python Compatibility</a></li>
<li class="toctree-l3"><a class="reference internal" href="#using-conda">Using Conda</a></li>
<li class="toctree-l3"><a class="reference internal" href="#using-pip">Using Pip</a></li>
<li class="toctree-l3"><a class="reference internal" href="#installing-from-source">Installing from source</a></li>
<li class="toctree-l3"><a class="reference internal" href="#installing-nightly-packages">Installing Nightly Packages</a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="memory.html">Memory and IO Interfaces</a></li>
<li class="toctree-l2"><a class="reference internal" href="data.html">Data Types and In-Memory Data Model</a></li>
<li class="toctree-l2"><a class="reference internal" href="compute.html">Compute Functions</a></li>
<li class="toctree-l2"><a class="reference internal" href="ipc.html">Streaming, Serialization, and IPC</a></li>
<li class="toctree-l2"><a class="reference internal" href="filesystems.html">Filesystem Interface</a></li>
<li class="toctree-l2"><a class="reference internal" href="filesystems_deprecated.html">Filesystem Interface (legacy)</a></li>
<li class="toctree-l2"><a class="reference internal" href="plasma.html">The Plasma In-Memory Object Store</a></li>
<li class="toctree-l2"><a class="reference internal" href="numpy.html">NumPy Integration</a></li>
<li class="toctree-l2"><a class="reference internal" href="pandas.html">Pandas Integration</a></li>
<li class="toctree-l2"><a class="reference internal" href="timestamps.html">Timestamps</a></li>
<li class="toctree-l2"><a class="reference internal" href="csv.html">Reading CSV files</a></li>
<li class="toctree-l2"><a class="reference internal" href="feather.html">Feather File Format</a></li>
<li class="toctree-l2"><a class="reference internal" href="json.html">Reading JSON files</a></li>
<li class="toctree-l2"><a class="reference internal" href="parquet.html">Reading and Writing the Apache Parquet Format</a></li>
<li class="toctree-l2"><a class="reference internal" href="dataset.html">Tabular Datasets</a></li>
<li class="toctree-l2"><a class="reference internal" href="cuda.html">CUDA Integration</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending_types.html">Extending pyarrow</a></li>
<li class="toctree-l2"><a class="reference internal" href="extending.html">Using pyarrow from C++ and Cython Code</a></li>
<li class="toctree-l2"><a class="reference internal" href="api.html">API Reference</a></li>
<li class="toctree-l2"><a class="reference internal" href="getting_involved.html">Getting Involved</a></li>
<li class="toctree-l2"><a class="reference internal" href="benchmarks.html">Benchmarks</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference external" href="https://arrow.apache.org/docs/r/">R</a></li>
<li class="toctree-l1"><a class="reference external" href="https://github.com/apache/arrow/blob/master/ruby/README.md">Ruby</a></li>
<li class="toctree-l1"><a class="reference external" href="https://docs.rs/crate/arrow/">Rust</a></li>
</ul>
<p class="caption"><span class="caption-text">Development</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../developers/contributing.html">Contributing to Apache Arrow</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/cpp/index.html">C++ Development</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/python.html">Python Development</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/archery.html">Daily Development using Archery</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/crossbow.html">Packaging and Testing with Crossbow</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/docker.html">Running Docker Builds</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/benchmarks.html">Benchmarks</a></li>
<li class="toctree-l1"><a class="reference internal" href="../developers/documentation.html">Building the Documentation</a></li>
</ul>
</div>
</div>
</nav>
<section data-toggle="wy-nav-shift" class="wy-nav-content-wrap">
<nav class="wy-nav-top" aria-label="top navigation">
<i data-toggle="wy-nav-top" class="fa fa-bars"></i>
<a href="../index.html">Apache Arrow</a>
</nav>
<div class="wy-nav-content">
<div class="rst-content">
<div role="navigation" aria-label="breadcrumbs navigation">
<ul class="wy-breadcrumbs">
<li><a href="../index.html" class="icon icon-home"></a> &raquo;</li>
<li><a href="index.html">Python bindings</a> &raquo;</li>
<li>Installing PyArrow</li>
<li class="wy-breadcrumbs-aside">
<a href="../_sources/python/install.rst.txt" rel="nofollow"> View page source</a>
</li>
</ul>
<hr/>
</div>
<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div itemprop="articleBody">
<div class="section" id="installing-pyarrow">
<h1>Installing PyArrow<a class="headerlink" href="#installing-pyarrow" title="Permalink to this headline"></a></h1>
<div class="section" id="system-compatibility">
<h2>System Compatibility<a class="headerlink" href="#system-compatibility" title="Permalink to this headline"></a></h2>
<p>PyArrow is regularly built and tested on Windows, macOS and various Linux
distributions (including Ubuntu 16.04, Ubuntu 18.04). We strongly recommend
using a 64-bit system.</p>
</div>
<div class="section" id="python-compatibility">
<h2>Python Compatibility<a class="headerlink" href="#python-compatibility" title="Permalink to this headline"></a></h2>
<p>PyArrow is currently compatible with Python 3.5, 3.6, 3.7 and 3.8.</p>
</div>
<div class="section" id="using-conda">
<h2>Using Conda<a class="headerlink" href="#using-conda" title="Permalink to this headline"></a></h2>
<p>Install the latest version of PyArrow from
<a class="reference external" href="https://conda-forge.org/">conda-forge</a> using <a class="reference external" href="https://conda.io">Conda</a>:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda install -c conda-forge pyarrow
</pre></div>
</div>
</div>
<div class="section" id="using-pip">
<h2>Using Pip<a class="headerlink" href="#using-pip" title="Permalink to this headline"></a></h2>
<p>Install the latest version from <a class="reference external" href="https://pypi.org/">PyPI</a> (Windows, Linux,
and macOS):</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip install pyarrow
</pre></div>
</div>
<p>If you encounter any importing issues of the pip wheels on Windows, you may
need to install the <a class="reference external" href="https://www.microsoft.com/en-us/download/details.aspx?id=48145">Visual C++ Redistributable for Visual Studio 2015</a>.</p>
</div>
<div class="section" id="installing-from-source">
<h2>Installing from source<a class="headerlink" href="#installing-from-source" title="Permalink to this headline"></a></h2>
<p>See <a class="reference internal" href="../developers/python.html#python-development"><span class="std std-ref">Python Development</span></a>.</p>
</div>
<div class="section" id="installing-nightly-packages">
<h2>Installing Nightly Packages<a class="headerlink" href="#installing-nightly-packages" title="Permalink to this headline"></a></h2>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>These packages are not official releases. Use them at your own risk.</p>
</div>
<p>PyArrow has nightly wheels and conda packages for testing purposes.</p>
<p>These may be suitable for downstream libraries in their continuous integration
setup to maintain compatibility with the upcoming PyArrow features,
deprecations and/or feature removals.</p>
<p>Install the development version of PyArrow from <a class="reference external" href="https://anaconda.org/arrow-nightlies/pyarrow">arrow-nightlies</a> conda channel:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>conda install -c arrow-nightlies pyarrow
</pre></div>
</div>
<p>Install the development version from an <a class="reference external" href="https://gemfury.com/arrow-nightlies">alternative PyPI</a> index:</p>
<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span>pip install --extra-index-url https://pypi.fury.io/arrow-nightlies/ <span class="se">\</span>
--pre pyarrow
</pre></div>
</div>
</div>
</div>
</div>
</div>
<footer>
<div class="rst-footer-buttons" role="navigation" aria-label="footer navigation">
<a href="memory.html" class="btn btn-neutral float-right" title="Memory and IO Interfaces" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a>
<a href="index.html" class="btn btn-neutral float-left" title="Python bindings" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a>
</div>
<hr/>
<div role="contentinfo">
<p>
&copy; Copyright 2016-2019 Apache Software Foundation
</p>
</div>
Built with <a href="http://sphinx-doc.org/">Sphinx</a> using a
<a href="https://github.com/rtfd/sphinx_rtd_theme">theme</a>
provided by <a href="https://readthedocs.org">Read the Docs</a>.
</footer>
</div>
</div>
</section>
</div>
<script type="text/javascript">
jQuery(function () {
SphinxRtdTheme.Navigation.enable(true);
});
</script>
<script type="text/javascript" src="/docs/_static/versionwarning.js"></script></body>
</html>