| |
| |
| |
| <!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>CUDA Integration — 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/api/cuda.html" /> |
| <link rel="index" title="Index" href="../../genindex.html" /> |
| <link rel="search" title="Search" href="../../search.html" /> |
| <link rel="next" title="pyarrow.cuda.Context" href="../generated/pyarrow.cuda.Context.html" /> |
| <link rel="prev" title="pyarrow.plasma.PlasmaBuffer" href="../generated/pyarrow.plasma.PlasmaBuffer.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"><a class="reference internal" href="../install.html">Installing PyArrow</a></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 current"><a class="reference internal" href="../api.html">API Reference</a><ul class="current"> |
| <li class="toctree-l3"><a class="reference internal" href="datatypes.html">Data Types and Schemas</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="arrays.html">Arrays and Scalars</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="memory.html">Buffers and Memory</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="compute.html">Compute Functions</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="files.html">Streams and File Access</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="tables.html">Tables and Tensors</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="ipc.html">Serialization and IPC</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="flight.html">Arrow Flight</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="formats.html">Tabular File Formats</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="filesystems.html">Filesystems</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="dataset.html">Dataset</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="plasma.html">Plasma In-Memory Object Store</a></li> |
| <li class="toctree-l3 current"><a class="current reference internal" href="#">CUDA Integration</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="#cuda-contexts">CUDA Contexts</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="#cuda-buffers">CUDA Buffers</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="#serialization-and-ipc">Serialization and IPC</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="misc.html">Miscellaneous</a></li> |
| </ul> |
| </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> »</li> |
| |
| <li><a href="../index.html">Python bindings</a> »</li> |
| |
| <li><a href="../api.html">API Reference</a> »</li> |
| |
| <li>CUDA Integration</li> |
| |
| |
| <li class="wy-breadcrumbs-aside"> |
| |
| |
| <a href="../../_sources/python/api/cuda.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="cuda-integration"> |
| <h1>CUDA Integration<a class="headerlink" href="#cuda-integration" title="Permalink to this headline">¶</a></h1> |
| <div class="section" id="cuda-contexts"> |
| <h2>CUDA Contexts<a class="headerlink" href="#cuda-contexts" title="Permalink to this headline">¶</a></h2> |
| <table class="longtable docutils align-default"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.Context.html#pyarrow.cuda.Context" title="pyarrow.cuda.Context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Context</span></code></a></p></td> |
| <td><p>CUDA driver context.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="cuda-buffers"> |
| <h2>CUDA Buffers<a class="headerlink" href="#cuda-buffers" title="Permalink to this headline">¶</a></h2> |
| <table class="longtable docutils align-default"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.CudaBuffer.html#pyarrow.cuda.CudaBuffer" title="pyarrow.cuda.CudaBuffer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">CudaBuffer</span></code></a></p></td> |
| <td><p>An Arrow buffer with data located in a GPU device.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.new_host_buffer.html#pyarrow.cuda.new_host_buffer" title="pyarrow.cuda.new_host_buffer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">new_host_buffer</span></code></a></p></td> |
| <td><p>Return buffer with CUDA-accessible memory on CPU host</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.HostBuffer.html#pyarrow.cuda.HostBuffer" title="pyarrow.cuda.HostBuffer"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HostBuffer</span></code></a></p></td> |
| <td><p>Device-accessible CPU memory created using cudaHostAlloc.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.BufferReader.html#pyarrow.cuda.BufferReader" title="pyarrow.cuda.BufferReader"><code class="xref py py-obj docutils literal notranslate"><span class="pre">BufferReader</span></code></a></p></td> |
| <td><p>File interface for zero-copy read from CUDA buffers.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.BufferWriter.html#pyarrow.cuda.BufferWriter" title="pyarrow.cuda.BufferWriter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">BufferWriter</span></code></a></p></td> |
| <td><p>File interface for writing to CUDA buffers.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| <div class="section" id="serialization-and-ipc"> |
| <h2>Serialization and IPC<a class="headerlink" href="#serialization-and-ipc" title="Permalink to this headline">¶</a></h2> |
| <table class="longtable docutils align-default"> |
| <colgroup> |
| <col style="width: 10%" /> |
| <col style="width: 90%" /> |
| </colgroup> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.serialize_record_batch.html#pyarrow.cuda.serialize_record_batch" title="pyarrow.cuda.serialize_record_batch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">serialize_record_batch</span></code></a></p></td> |
| <td><p>Write record batch message to GPU device memory</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.read_record_batch.html#pyarrow.cuda.read_record_batch" title="pyarrow.cuda.read_record_batch"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_record_batch</span></code></a></p></td> |
| <td><p>Construct RecordBatch referencing IPC message located on CUDA device.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.read_message.html#pyarrow.cuda.read_message" title="pyarrow.cuda.read_message"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_message</span></code></a></p></td> |
| <td><p>Read Arrow IPC message located on GPU device</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.cuda.IpcMemHandle.html#pyarrow.cuda.IpcMemHandle" title="pyarrow.cuda.IpcMemHandle"><code class="xref py py-obj docutils literal notranslate"><span class="pre">IpcMemHandle</span></code></a></p></td> |
| <td><p>A serializable container for a CUDA IPC handle.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </div> |
| </div> |
| |
| |
| </div> |
| |
| </div> |
| <footer> |
| |
| <div class="rst-footer-buttons" role="navigation" aria-label="footer navigation"> |
| |
| <a href="../generated/pyarrow.cuda.Context.html" class="btn btn-neutral float-right" title="pyarrow.cuda.Context" accesskey="n" rel="next">Next <span class="fa fa-arrow-circle-right"></span></a> |
| |
| |
| <a href="../generated/pyarrow.plasma.PlasmaBuffer.html" class="btn btn-neutral float-left" title="pyarrow.plasma.PlasmaBuffer" accesskey="p" rel="prev"><span class="fa fa-arrow-circle-left"></span> Previous</a> |
| |
| </div> |
| |
| |
| <hr/> |
| |
| <div role="contentinfo"> |
| <p> |
| |
| © 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> |