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| <div class="section" id="filesystem-interface-legacy"> |
| <h1>Filesystem Interface (legacy)<a class="headerlink" href="#filesystem-interface-legacy" title="Permalink to this headline">¶</a></h1> |
| <div class="admonition warning"> |
| <p class="admonition-title">Warning</p> |
| <p>This section documents the deprecated filesystem layer. You should |
| use the <a class="reference internal" href="filesystems.html#filesystem"><span class="std std-ref">new filesystem layer</span></a> instead.</p> |
| </div> |
| <div class="section" id="hadoop-file-system-hdfs"> |
| <span id="hdfs"></span><h2>Hadoop File System (HDFS)<a class="headerlink" href="#hadoop-file-system-hdfs" title="Permalink to this headline">¶</a></h2> |
| <p>PyArrow comes with bindings to a C++-based interface to the Hadoop File |
| System. You connect like so:</p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">pyarrow</span> <span class="kn">as</span> <span class="nn">pa</span> |
| <span class="n">fs</span> <span class="o">=</span> <span class="n">pa</span><span class="o">.</span><span class="n">hdfs</span><span class="o">.</span><span class="n">connect</span><span class="p">(</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="p">,</span> <span class="n">user</span><span class="o">=</span><span class="n">user</span><span class="p">,</span> <span class="n">kerb_ticket</span><span class="o">=</span><span class="n">ticket_cache_path</span><span class="p">)</span> |
| <span class="k">with</span> <span class="n">fs</span><span class="o">.</span><span class="n">open</span><span class="p">(</span><span class="n">path</span><span class="p">,</span> <span class="s1">'rb'</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span> |
| <span class="c1"># Do something with f</span> |
| </pre></div> |
| </div> |
| <p>By default, <code class="docutils literal notranslate"><span class="pre">pyarrow.hdfs.HadoopFileSystem</span></code> uses libhdfs, a JNI-based |
| interface to the Java Hadoop client. This library is loaded <strong>at runtime</strong> |
| (rather than at link / library load time, since the library may not be in your |
| LD_LIBRARY_PATH), and relies on some environment variables.</p> |
| <ul class="simple"> |
| <li><p><code class="docutils literal notranslate"><span class="pre">HADOOP_HOME</span></code>: the root of your installed Hadoop distribution. Often has |
| <cite>lib/native/libhdfs.so</cite>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">JAVA_HOME</span></code>: the location of your Java SDK installation.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">ARROW_LIBHDFS_DIR</span></code> (optional): explicit location of <code class="docutils literal notranslate"><span class="pre">libhdfs.so</span></code> if it is |
| installed somewhere other than <code class="docutils literal notranslate"><span class="pre">$HADOOP_HOME/lib/native</span></code>.</p></li> |
| <li><p><code class="docutils literal notranslate"><span class="pre">CLASSPATH</span></code>: must contain the Hadoop jars. You can set these using:</p></li> |
| </ul> |
| <div class="highlight-shell notranslate"><div class="highlight"><pre><span></span><span class="nb">export</span> <span class="nv">CLASSPATH</span><span class="o">=</span><span class="sb">`</span><span class="nv">$HADOOP_HOME</span>/bin/hdfs classpath --glob<span class="sb">`</span> |
| </pre></div> |
| </div> |
| <p>If <code class="docutils literal notranslate"><span class="pre">CLASSPATH</span></code> is not set, then it will be set automatically if the |
| <code class="docutils literal notranslate"><span class="pre">hadoop</span></code> executable is in your system path, or if <code class="docutils literal notranslate"><span class="pre">HADOOP_HOME</span></code> is set.</p> |
| <p>You can also use libhdfs3, a thirdparty C++ library for HDFS from Pivotal Labs:</p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">fs</span> <span class="o">=</span> <span class="n">pa</span><span class="o">.</span><span class="n">hdfs</span><span class="o">.</span><span class="n">connect</span><span class="p">(</span><span class="n">host</span><span class="p">,</span> <span class="n">port</span><span class="p">,</span> <span class="n">user</span><span class="o">=</span><span class="n">user</span><span class="p">,</span> <span class="n">kerb_ticket</span><span class="o">=</span><span class="n">ticket_cache_path</span><span class="p">,</span> |
| <span class="n">driver</span><span class="o">=</span><span class="s1">'libhdfs3'</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| <div class="section" id="hdfs-api"> |
| <h3>HDFS API<a class="headerlink" href="#hdfs-api" title="Permalink to this headline">¶</a></h3> |
| <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.hdfs.connect.html#pyarrow.hdfs.connect" title="pyarrow.hdfs.connect"><code class="xref py py-obj docutils literal notranslate"><span class="pre">hdfs.connect</span></code></a>([host, port, user, …])</p></td> |
| <td><p>Connect to an HDFS cluster.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.cat.html#pyarrow.HadoopFileSystem.cat" title="pyarrow.HadoopFileSystem.cat"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.cat</span></code></a>(path)</p></td> |
| <td><p>Return contents of file as a bytes object.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.chmod.html#pyarrow.HadoopFileSystem.chmod" title="pyarrow.HadoopFileSystem.chmod"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.chmod</span></code></a>(self, path, mode)</p></td> |
| <td><p>Change file permissions</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.chown.html#pyarrow.HadoopFileSystem.chown" title="pyarrow.HadoopFileSystem.chown"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.chown</span></code></a>(self, path[, owner, …])</p></td> |
| <td><p>Change file permissions</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.delete.html#pyarrow.HadoopFileSystem.delete" title="pyarrow.HadoopFileSystem.delete"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.delete</span></code></a>(path[, recursive])</p></td> |
| <td><p>Delete the indicated file or directory.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.df.html#pyarrow.HadoopFileSystem.df" title="pyarrow.HadoopFileSystem.df"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.df</span></code></a>(self)</p></td> |
| <td><p>Return free space on disk, like the UNIX df command</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.disk_usage.html#pyarrow.HadoopFileSystem.disk_usage" title="pyarrow.HadoopFileSystem.disk_usage"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.disk_usage</span></code></a>(path)</p></td> |
| <td><p>Compute bytes used by all contents under indicated path in file tree.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.download.html#pyarrow.HadoopFileSystem.download" title="pyarrow.HadoopFileSystem.download"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.download</span></code></a>(self, path, stream)</p></td> |
| <td><p></p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.exists.html#pyarrow.HadoopFileSystem.exists" title="pyarrow.HadoopFileSystem.exists"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.exists</span></code></a>(path)</p></td> |
| <td><p>Return True if path exists.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.get_capacity.html#pyarrow.HadoopFileSystem.get_capacity" title="pyarrow.HadoopFileSystem.get_capacity"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.get_capacity</span></code></a>(self)</p></td> |
| <td><p>Get reported total capacity of file system</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.get_space_used.html#pyarrow.HadoopFileSystem.get_space_used" title="pyarrow.HadoopFileSystem.get_space_used"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.get_space_used</span></code></a>(self)</p></td> |
| <td><p>Get space used on file system</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.info.html#pyarrow.HadoopFileSystem.info" title="pyarrow.HadoopFileSystem.info"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.info</span></code></a>(self, path)</p></td> |
| <td><p>Return detailed HDFS information for path</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.ls.html#pyarrow.HadoopFileSystem.ls" title="pyarrow.HadoopFileSystem.ls"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.ls</span></code></a>(path[, detail])</p></td> |
| <td><p>Retrieve directory contents and metadata, if requested.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.mkdir.html#pyarrow.HadoopFileSystem.mkdir" title="pyarrow.HadoopFileSystem.mkdir"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.mkdir</span></code></a>(path, **kwargs)</p></td> |
| <td><p>Create directory in HDFS.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.open.html#pyarrow.HadoopFileSystem.open" title="pyarrow.HadoopFileSystem.open"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.open</span></code></a>(self, path[, mode, …])</p></td> |
| <td><p>Open HDFS file for reading or writing</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.rename.html#pyarrow.HadoopFileSystem.rename" title="pyarrow.HadoopFileSystem.rename"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.rename</span></code></a>(path, new_path)</p></td> |
| <td><p>Rename file, like UNIX mv command.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.rm.html#pyarrow.HadoopFileSystem.rm" title="pyarrow.HadoopFileSystem.rm"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.rm</span></code></a>(path[, recursive])</p></td> |
| <td><p>Alias for FileSystem.delete.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="generated/pyarrow.HadoopFileSystem.upload.html#pyarrow.HadoopFileSystem.upload" title="pyarrow.HadoopFileSystem.upload"><code class="xref py py-obj docutils literal notranslate"><span class="pre">HadoopFileSystem.upload</span></code></a>(self, path, stream)</p></td> |
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