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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.ExtensionScalar.html">pyarrow.ExtensionScalar</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.Tensor.html">pyarrow.Tensor</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2 has-children"><a class="reference internal" href="api/compute.html">Compute Functions</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> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.negate_checked.html">pyarrow.compute.negate_checked</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.sqrt.html">pyarrow.compute.sqrt</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.sqrt_checked.html">pyarrow.compute.sqrt_checked</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.subtract_checked.html">pyarrow.compute.subtract_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.bit_wise_and.html">pyarrow.compute.bit_wise_and</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.bit_wise_not.html">pyarrow.compute.bit_wise_not</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.bit_wise_or.html">pyarrow.compute.bit_wise_or</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.bit_wise_xor.html">pyarrow.compute.bit_wise_xor</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.shift_left_checked.html">pyarrow.compute.shift_left_checked</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.shift_right_checked.html">pyarrow.compute.shift_right_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.ceil.html">pyarrow.compute.ceil</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.floor.html">pyarrow.compute.floor</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.round.html">pyarrow.compute.round</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.round_to_multiple.html">pyarrow.compute.round_to_multiple</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.trunc.html">pyarrow.compute.trunc</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.ln.html">pyarrow.compute.ln</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.ln_checked.html">pyarrow.compute.ln_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log10.html">pyarrow.compute.log10</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log10_checked.html">pyarrow.compute.log10_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log1p.html">pyarrow.compute.log1p</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log1p_checked.html">pyarrow.compute.log1p_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log2.html">pyarrow.compute.log2</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.log2_checked.html">pyarrow.compute.log2_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.logb.html">pyarrow.compute.logb</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.logb_checked.html">pyarrow.compute.logb_checked</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.acos_checked.html">pyarrow.compute.acos_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.asin.html">pyarrow.compute.asin</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.asin_checked.html">pyarrow.compute.asin_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.atan.html">pyarrow.compute.atan</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.atan2.html">pyarrow.compute.atan2</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.cos.html">pyarrow.compute.cos</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.cos_checked.html">pyarrow.compute.cos_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.sin.html">pyarrow.compute.sin</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.sin_checked.html">pyarrow.compute.sin_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.tan.html">pyarrow.compute.tan</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.tan_checked.html">pyarrow.compute.tan_checked</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.compute.equal.html">pyarrow.compute.equal</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.ipc.MessageReader.html">pyarrow.ipc.MessageReader</a></li> |
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| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.flight.FlightUnavailableError.html">pyarrow.flight.FlightUnavailableError</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="generated/pyarrow.flight.FlightWriteSizeExceededError.html">pyarrow.flight.FlightWriteSizeExceededError</a></li> |
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| <section id="installing-pyarrow"> |
| <h1>Installing PyArrow<a class="headerlink" href="#installing-pyarrow" title="Permalink to this heading">#</a></h1> |
| <section id="system-compatibility"> |
| <h2>System Compatibility<a class="headerlink" href="#system-compatibility" title="Permalink to this heading">#</a></h2> |
| <p>PyArrow is regularly built and tested on Windows, macOS and various |
| Linux distributions. We strongly recommend using a 64-bit system.</p> |
| </section> |
| <section id="python-compatibility"> |
| <h2>Python Compatibility<a class="headerlink" href="#python-compatibility" title="Permalink to this heading">#</a></h2> |
| <p>PyArrow is currently compatible with Python 3.8, 3.9, 3.10 and 3.11.</p> |
| </section> |
| <section id="using-conda"> |
| <h2>Using Conda<a class="headerlink" href="#using-conda" title="Permalink to this heading">#</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<span class="w"> </span>install<span class="w"> </span>-c<span class="w"> </span>conda-forge<span class="w"> </span>pyarrow |
| </pre></div> |
| </div> |
| </section> |
| <section id="using-pip"> |
| <h2>Using Pip<a class="headerlink" href="#using-pip" title="Permalink to this heading">#</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<span class="w"> </span>install<span class="w"> </span>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 class="admonition warning"> |
| <p class="admonition-title">Warning</p> |
| <p>On Linux, you will need pip >= 19.0 to detect the prebuilt binary packages.</p> |
| </div> |
| </section> |
| <section id="installing-nightly-packages-or-from-source"> |
| <h2>Installing nightly packages or from source<a class="headerlink" href="#installing-nightly-packages-or-from-source" title="Permalink to this heading">#</a></h2> |
| <p>See <a class="reference internal" href="../developers/python.html#python-development"><span class="std std-ref">Python Development</span></a>.</p> |
| </section> |
| <section id="dependencies"> |
| <h2>Dependencies<a class="headerlink" href="#dependencies" title="Permalink to this heading">#</a></h2> |
| <p>Required dependency</p> |
| <ul class="simple"> |
| <li><p><strong>NumPy 1.16.6</strong> or higher.</p></li> |
| </ul> |
| <p>Optional dependencies</p> |
| <ul class="simple"> |
| <li><p><strong>pandas 1.0</strong> or higher,</p></li> |
| <li><p><strong>cffi</strong>.</p></li> |
| </ul> |
| <p>Additional packages PyArrow is compatible with are <a class="reference internal" href="filesystems.html#filesystem-fsspec"><span class="std std-ref">fsspec</span></a> |
| and <strong>pytz</strong>, <strong>dateutil</strong> or <strong>tzdata</strong> package for timezones.</p> |
| <section id="tzdata-on-windows"> |
| <h3>tzdata on Windows<a class="headerlink" href="#tzdata-on-windows" title="Permalink to this heading">#</a></h3> |
| <p>While Arrow uses the OS-provided timezone database on Linux and macOS, it requires a |
| user-provided database on Windows. To download and extract the text version of |
| the IANA timezone database follow the instructions in the C++ |
| <a class="reference internal" href="../cpp/build_system.html#download-timezone-database"><span class="std std-ref">Runtime Dependencies</span></a> or use pyarrow utility function |
| <cite>pyarrow.util.download_tzdata_on_windows()</cite> that does the same.</p> |
| <p>By default, the timezone database will be detected at <code class="docutils literal notranslate"><span class="pre">%USERPROFILE%\Downloads\tzdata</span></code>. |
| If the database has been downloaded in a different location, you will need to set |
| a custom path to the database from Python:</p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="kn">import</span> <span class="nn">pyarrow</span> <span class="k">as</span> <span class="nn">pa</span> |
| <span class="gp">>>> </span><span class="n">pa</span><span class="o">.</span><span class="n">set_timezone_db_path</span><span class="p">(</span><span class="s2">"custom_path"</span><span class="p">)</span> |
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