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| <div class="section" id="module-airflow.providers.google.cloud.hooks.dataproc"> |
| <span id="airflow-providers-google-cloud-hooks-dataproc"></span><h1><a class="reference internal" href="#module-airflow.providers.google.cloud.hooks.dataproc" title="airflow.providers.google.cloud.hooks.dataproc"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.hooks.dataproc</span></code></a><a class="headerlink" href="#module-airflow.providers.google.cloud.hooks.dataproc" title="Permalink to this headline">¶</a></h1> |
| <p><p>This module contains a Google Cloud Dataproc hook.</p> |
| </p> |
| <div class="section" id="module-contents"> |
| <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2> |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataproc.</code><code class="sig-name descname">DataProcJobBuilder</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">task_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job_type</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">properties</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder" title="Permalink to this definition">¶</a></dt> |
| <dd><p>A helper class for building Dataproc job.</p> |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_labels"> |
| <code class="sig-name descname">add_labels</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_labels"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_labels" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set labels for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>labels</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- Labels for the job query.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_variables"> |
| <code class="sig-name descname">add_variables</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_variables"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_variables" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set variables for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>variables</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Variables for the job query.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_args"> |
| <code class="sig-name descname">add_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">args</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_args"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_args" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set args for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>args</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Args for the job query.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query"> |
| <code class="sig-name descname">add_query</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">query</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_query"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set query uris for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>query</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- URIs for the job queries.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query_uri"> |
| <code class="sig-name descname">add_query_uri</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">query_uri</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_query_uri"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query_uri" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set query uri for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>query_uri</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- URI for the job query.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_jar_file_uris"> |
| <code class="sig-name descname">add_jar_file_uris</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">jars</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_jar_file_uris"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_jar_file_uris" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set jars uris for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>jars</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- List of jars URIs</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_archive_uris"> |
| <code class="sig-name descname">add_archive_uris</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">archives</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_archive_uris"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_archive_uris" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set archives uris for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>archives</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- List of archives URIs</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_file_uris"> |
| <code class="sig-name descname">add_file_uris</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">files</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_file_uris"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_file_uris" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set file uris for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>files</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- List of files URIs</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_python_file_uris"> |
| <code class="sig-name descname">add_python_file_uris</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">pyfiles</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.add_python_file_uris"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_python_file_uris" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set python file uris for Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>pyfiles</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- List of python files URIs</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_main"> |
| <code class="sig-name descname">set_main</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">main_jar</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">main_class</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.set_main"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_main" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set Dataproc main class.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>main_jar</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- URI for the main file.</p></li> |
| <li><p><strong>main_class</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name of the main class.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Raises</dt> |
| <dd class="field-even"><p>Exception</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_python_main"> |
| <code class="sig-name descname">set_python_main</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">main</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.set_python_main"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_python_main" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set Dataproc main python file uri.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>main</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- URI for the python main file.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_job_name"> |
| <code class="sig-name descname">set_job_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.set_job_name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_job_name" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Set Dataproc job name.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job name.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.build"> |
| <code class="sig-name descname">build</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataProcJobBuilder.build"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.build" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>Dataproc job</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataproc.</code><code class="sig-name descname">DataprocHook</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="../../../common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook" title="airflow.providers.google.common.hooks.base_google.GoogleBaseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.providers.google.common.hooks.base_google.GoogleBaseHook</span></code></a></p> |
| <p>Hook for Google Cloud Dataproc APIs.</p> |
| <p>All the methods in the hook where project_id is used must be called with |
| keyword arguments rather than positional.</p> |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster_client"> |
| <code class="sig-name descname">get_cluster_client</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.get_cluster_client"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster_client" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns ClusterControllerClient.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_template_client"> |
| <code class="sig-name descname">get_template_client</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.get_template_client"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_template_client" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns WorkflowTemplateServiceClient.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job_client"> |
| <code class="sig-name descname">get_job_client</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.get_job_client"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job_client" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns JobControllerClient.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_cluster"> |
| <code class="sig-name descname">create_cluster</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_config</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>Cluster<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">labels</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.create_cluster"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_cluster" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Creates a cluster in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the cluster belongs to.</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>cluster_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name of the cluster to create</p></li> |
| <li><p><strong>labels</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Labels that will be assigned to created cluster</p></li> |
| <li><p><strong>cluster_config</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.dataproc_v1.types.ClusterConfig</em><em>]</em>) -- Required. The cluster config to create. |
| If a dict is provided, it must be of the same form as the protobuf message |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">ClusterConfig</span></code></p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A unique id used to identify the request. If the server receives two |
| <code class="docutils literal notranslate"><span class="pre">CreateClusterRequest</span></code> requests with the same id, then the second request will be ignored and |
| the first <code class="docutils literal notranslate"><span class="pre">google.longrunning.Operation</span></code> created and stored in the backend is returned.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.delete_cluster"> |
| <code class="sig-name descname">delete_cluster</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_uuid</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.delete_cluster"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.delete_cluster" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Deletes a cluster in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the cluster belongs to.</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>cluster_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The cluster name.</p></li> |
| <li><p><strong>cluster_uuid</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. Specifying the <code class="docutils literal notranslate"><span class="pre">cluster_uuid</span></code> means the RPC should fail |
| if cluster with specified UUID does not exist.</p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A unique id used to identify the request. If the server receives two |
| <code class="docutils literal notranslate"><span class="pre">DeleteClusterRequest</span></code> requests with the same id, then the second request will be ignored and |
| the first <code class="docutils literal notranslate"><span class="pre">google.longrunning.Operation</span></code> created and stored in the backend is returned.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.diagnose_cluster"> |
| <code class="sig-name descname">diagnose_cluster</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.diagnose_cluster"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.diagnose_cluster" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets cluster diagnostic information. After the operation completes GCS uri to |
| diagnose is returned</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the cluster belongs to.</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>cluster_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The cluster name.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster"> |
| <code class="sig-name descname">get_cluster</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.get_cluster"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the resource representation for a cluster in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the cluster belongs to.</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>cluster_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The cluster name.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.list_clusters"> |
| <code class="sig-name descname">list_clusters</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">filter_</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">page_size</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.list_clusters"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.list_clusters" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Lists all regions/{region}/clusters in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the cluster belongs to.</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>filter</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A filter constraining the clusters to list. Filters are case-sensitive.</p></li> |
| <li><p><strong>page_size</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- The maximum number of resources contained in the underlying API response. If page |
| streaming is performed per- resource, this parameter does not affect the return value. If page |
| streaming is performed per-page, this determines the maximum number of resources in a page.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.update_cluster"> |
| <code class="sig-name descname">update_cluster</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">cluster</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>Cluster<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">update_mask</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>FieldMask<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">graceful_decommission_timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span>Dict<span class="p">, </span>Duration<span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.update_cluster"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.update_cluster" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Updates a cluster in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>cluster_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The cluster name.</p></li> |
| <li><p><strong>cluster</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.dataproc_v1.types.Cluster</em><em>]</em>) -- <p>Required. The changes to the cluster.</p> |
| <p>If a dict is provided, it must be of the same form as the protobuf message |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">Cluster</span></code></p> |
| </p></li> |
| <li><p><strong>update_mask</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.dataproc_v1.types.FieldMask</em><em>]</em>) -- <p>Required. Specifies the path, relative to <code class="docutils literal notranslate"><span class="pre">Cluster</span></code>, of the field to update. For |
| example, to change the number of workers in a cluster to 5, the <code class="docutils literal notranslate"><span class="pre">update_mask</span></code> parameter would be |
| specified as <code class="docutils literal notranslate"><span class="pre">config.worker_config.num_instances</span></code>, and the <code class="docutils literal notranslate"><span class="pre">PATCH</span></code> request body would specify |
| the new value, as follows:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span> <span class="s2">"config"</span><span class="p">:{</span> <span class="s2">"workerConfig"</span><span class="p">:{</span> <span class="s2">"numInstances"</span><span class="p">:</span><span class="s2">"5"</span> <span class="p">}</span> <span class="p">}</span> <span class="p">}</span> |
| </pre></div> |
| </div> |
| <p>Similarly, to change the number of preemptible workers in a cluster to 5, the <code class="docutils literal notranslate"><span class="pre">update_mask</span></code> |
| parameter would be <code class="docutils literal notranslate"><span class="pre">config.secondary_worker_config.num_instances</span></code>, and the <code class="docutils literal notranslate"><span class="pre">PATCH</span></code> request |
| body would be set as follows:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="p">{</span> <span class="s2">"config"</span><span class="p">:{</span> <span class="s2">"secondaryWorkerConfig"</span><span class="p">:{</span> <span class="s2">"numInstances"</span><span class="p">:</span><span class="s2">"5"</span> <span class="p">}</span> <span class="p">}</span> <span class="p">}</span> |
| </pre></div> |
| </div> |
| <p>If a dict is provided, it must be of the same form as the protobuf message |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">FieldMask</span></code></p> |
| </p></li> |
| <li><p><strong>graceful_decommission_timeout</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>google.cloud.dataproc_v1.types.Duration</em><em>]</em>) -- <p>Optional. Timeout for graceful YARN decommissioning. Graceful |
| decommissioning allows removing nodes from the cluster without interrupting jobs in progress. |
| Timeout specifies how long to wait for jobs in progress to finish before forcefully removing nodes |
| (and potentially interrupting jobs). Default timeout is 0 (for forceful decommission), and the |
| maximum allowed timeout is 1 day.</p> |
| <p>Only supported on Dataproc image versions 1.2 and higher.</p> |
| <p>If a dict is provided, it must be of the same form as the protobuf message |
| <code class="xref py py-class docutils literal notranslate"><span class="pre">Duration</span></code></p> |
| </p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A unique id used to identify the request. If the server receives two |
| <code class="docutils literal notranslate"><span class="pre">UpdateClusterRequest</span></code> requests with the same id, then the second request will be ignored and |
| the first <code class="docutils literal notranslate"><span class="pre">google.longrunning.Operation</span></code> created and stored in the backend is returned.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_workflow_template"> |
| <code class="sig-name descname">create_workflow_template</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">template</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>WorkflowTemplate<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.create_workflow_template"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_workflow_template" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Creates new workflow template.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>template</strong> (<em>Union</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a><em>, </em><em>WorkflowTemplate</em><em>]</em>) -- The Dataproc workflow template to create. If a dict is provided, |
| it must be of the same form as the protobuf message WorkflowTemplate.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_workflow_template"> |
| <code class="sig-name descname">instantiate_workflow_template</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">template_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">version</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">parameters</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.instantiate_workflow_template"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_workflow_template" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Instantiates a template and begins execution.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>template_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name of template to instantiate.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>version</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- Optional. The version of workflow template to instantiate. If specified, |
| the workflow will be instantiated only if the current version of |
| the workflow template has the supplied version. |
| This option cannot be used to instantiate a previous version of |
| workflow template.</p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A tag that prevents multiple concurrent workflow instances |
| with the same tag from running. This mitigates risk of concurrent |
| instances started due to retries.</p></li> |
| <li><p><strong>parameters</strong> (<em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Optional. Map from parameter names to values that should be used for those |
| parameters. Values may not exceed 100 characters.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_inline_workflow_template"> |
| <code class="sig-name descname">instantiate_inline_workflow_template</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">template</span><span class="p">:</span> <span class="n">Union<span class="p">[</span>Dict<span class="p">, </span>WorkflowTemplate<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.instantiate_inline_workflow_template"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_inline_workflow_template" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Instantiates a template and begins execution.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>template</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>WorkflowTemplate</em><em>]</em>) -- The workflow template to instantiate. If a dict is provided, |
| it must be of the same form as the protobuf message WorkflowTemplate</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A tag that prevents multiple concurrent workflow instances |
| with the same tag from running. This mitigates risk of concurrent |
| instances started due to retries.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.wait_for_job"> |
| <code class="sig-name descname">wait_for_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">wait_time</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">10</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.wait_for_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.wait_for_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method which polls a job to check if it finishes.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Id of the Dataproc job</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>wait_time</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- Number of seconds between checks</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)"><em>int</em></a>) -- How many seconds wait for job to be ready. Used only if <code class="docutils literal notranslate"><span class="pre">asynchronous</span></code> is False</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job"> |
| <code class="sig-name descname">get_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.get_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the resource representation for a job in a project.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Id of the Dataproc job</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit_job"> |
| <code class="sig-name descname">submit_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job</span><span class="p">:</span> <span class="n">Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a><span class="p">, </span>Job<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">request_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.submit_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Submits a job to a cluster.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job</strong> (<em>Union</em><em>[</em><em>Dict</em><em>, </em><em>Job</em><em>]</em>) -- The job resource. If a dict is provided, |
| it must be of the same form as the protobuf message Job</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project the cluster belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>request_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional. A tag that prevents multiple concurrent workflow instances |
| with the same tag from running. This mitigates risk of concurrent |
| instances started due to retries.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit"> |
| <code class="sig-name descname">submit</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">region</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'global'</span></em>, <em class="sig-param"><span class="n">job_error_states</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Iterable<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.submit"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Submits Google Cloud Dataproc job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The id of Google Cloud Dataproc project.</p></li> |
| <li><p><strong>job</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- The job to be submitted</p></li> |
| <li><p><strong>region</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The region of Google Dataproc cluster.</p></li> |
| <li><p><strong>job_error_states</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Job states that should be considered error states.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataproc.DataprocHook.cancel_job"> |
| <code class="sig-name descname">cancel_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">retry</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Retry<span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)">float</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">metadata</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Sequence<span class="p">[</span>Tuple<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataproc.html#DataprocHook.cancel_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.cancel_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts a job cancellation request.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The ID of the Google Cloud project that the job belongs to.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The Cloud Dataproc region in which to handle the request.</p></li> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Required. The job ID.</p></li> |
| <li><p><strong>retry</strong> (<a class="reference external" href="https://googleapis.dev/python/google-api-core/latest/retry.html#google.api_core.retry.Retry" title="(in google-api-core)"><em>google.api_core.retry.Retry</em></a>) -- A retry object used to retry requests. If <code class="docutils literal notranslate"><span class="pre">None</span></code> is specified, requests will not be |
| retried.</p></li> |
| <li><p><strong>timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#float" title="(in Python v3.9)"><em>float</em></a>) -- The amount of time, in seconds, to wait for the request to complete. Note that if |
| <code class="docutils literal notranslate"><span class="pre">retry</span></code> is specified, the timeout applies to each individual attempt.</p></li> |
| <li><p><strong>metadata</strong> (<em>Sequence</em><em>[</em><em>Tuple</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em><em>]</em>) -- Additional metadata that is provided to the method.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
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| <li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.hooks.dataproc</span></code></a><ul> |
| <li><a class="reference internal" href="#module-contents">Module Contents</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder">DataProcJobBuilder</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_labels">add_labels</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_variables">add_variables</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_args">add_args</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query">add_query</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query_uri">add_query_uri</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_jar_file_uris">add_jar_file_uris</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_archive_uris">add_archive_uris</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_file_uris">add_file_uris</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_python_file_uris">add_python_file_uris</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_main">set_main</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_python_main">set_python_main</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_job_name">set_job_name</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.build">build</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook">DataprocHook</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster_client">get_cluster_client</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_template_client">get_template_client</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job_client">get_job_client</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_cluster">create_cluster</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.delete_cluster">delete_cluster</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.diagnose_cluster">diagnose_cluster</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster">get_cluster</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.list_clusters">list_clusters</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.update_cluster">update_cluster</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_workflow_template">create_workflow_template</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_workflow_template">instantiate_workflow_template</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_inline_workflow_template">instantiate_inline_workflow_template</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.wait_for_job">wait_for_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job">get_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit_job">submit_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit">submit</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.cancel_job">cancel_job</a></li> |
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