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| <h1>Source code for airflow.providers.google.cloud.hooks.dataproc</h1><div class="highlight"><pre> |
| <span></span><span class="c1">#</span> |
| <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "License"); you may not use this file except in compliance</span> |
| <span class="c1"># with the License. You may obtain a copy of the License at</span> |
| <span class="c1">#</span> |
| <span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span> |
| <span class="c1">#</span> |
| <span class="c1"># Unless required by applicable law or agreed to in writing,</span> |
| <span class="c1"># software distributed under the License is distributed on an</span> |
| <span class="c1"># "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span> |
| <span class="c1"># KIND, either express or implied. See the License for the</span> |
| <span class="c1"># specific language governing permissions and limitations</span> |
| <span class="c1"># under the License.</span> |
| <span class="sd">"""This module contains a Google Cloud Dataproc hook."""</span> |
| <span class="kn">from</span> <span class="nn">__future__</span> <span class="kn">import</span> <span class="n">annotations</span> |
| |
| <span class="kn">import</span> <span class="nn">time</span> |
| <span class="kn">import</span> <span class="nn">uuid</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Sequence</span> |
| |
| <span class="kn">from</span> <span class="nn">google.api_core.client_options</span> <span class="kn">import</span> <span class="n">ClientOptions</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.exceptions</span> <span class="kn">import</span> <span class="n">ServerError</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.gapic_v1.method</span> <span class="kn">import</span> <span class="n">DEFAULT</span><span class="p">,</span> <span class="n">_MethodDefault</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.operation</span> <span class="kn">import</span> <span class="n">Operation</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.operation_async</span> <span class="kn">import</span> <span class="n">AsyncOperation</span> |
| <span class="kn">from</span> <span class="nn">google.api_core.retry</span> <span class="kn">import</span> <span class="n">Retry</span> |
| <span class="kn">from</span> <span class="nn">google.cloud.dataproc_v1</span> <span class="kn">import</span> <span class="p">(</span> |
| <span class="n">Batch</span><span class="p">,</span> |
| <span class="n">BatchControllerAsyncClient</span><span class="p">,</span> |
| <span class="n">BatchControllerClient</span><span class="p">,</span> |
| <span class="n">Cluster</span><span class="p">,</span> |
| <span class="n">ClusterControllerAsyncClient</span><span class="p">,</span> |
| <span class="n">ClusterControllerClient</span><span class="p">,</span> |
| <span class="n">Job</span><span class="p">,</span> |
| <span class="n">JobControllerAsyncClient</span><span class="p">,</span> |
| <span class="n">JobControllerClient</span><span class="p">,</span> |
| <span class="n">JobStatus</span><span class="p">,</span> |
| <span class="n">WorkflowTemplate</span><span class="p">,</span> |
| <span class="n">WorkflowTemplateServiceAsyncClient</span><span class="p">,</span> |
| <span class="n">WorkflowTemplateServiceClient</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="kn">from</span> <span class="nn">google.protobuf.duration_pb2</span> <span class="kn">import</span> <span class="n">Duration</span> |
| <span class="kn">from</span> <span class="nn">google.protobuf.field_mask_pb2</span> <span class="kn">import</span> <span class="n">FieldMask</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.common.consts</span> <span class="kn">import</span> <span class="n">CLIENT_INFO</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.common.hooks.base_google</span> <span class="kn">import</span> <span class="n">GoogleBaseHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.version</span> <span class="kn">import</span> <span class="n">version</span> <span class="k">as</span> <span class="n">airflow_version</span> |
| |
| |
| <div class="viewcode-block" id="DataProcJobBuilder"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder">[docs]</a><span class="k">class</span> <span class="nc">DataProcJobBuilder</span><span class="p">:</span> |
| <span class="sd">"""A helper class for building Dataproc job."""</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">job_type</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">properties</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">task_id</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'.'</span><span class="p">,</span> <span class="s1">'_'</span><span class="p">)</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">uuid</span><span class="o">.</span><span class="n">uuid4</span><span class="p">()</span><span class="si">!s:</span><span class="s2">.8</span><span class="si">}</span><span class="s2">"</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_type</span> <span class="o">=</span> <span class="n">job_type</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s2">"job"</span><span class="p">:</span> <span class="p">{</span> |
| <span class="s2">"reference"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"project_id"</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s2">"job_id"</span><span class="p">:</span> <span class="n">name</span><span class="p">},</span> |
| <span class="s2">"placement"</span><span class="p">:</span> <span class="p">{</span><span class="s2">"cluster_name"</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">},</span> |
| <span class="s2">"labels"</span><span class="p">:</span> <span class="p">{</span><span class="s1">'airflow-version'</span><span class="p">:</span> <span class="s1">'v'</span> <span class="o">+</span> <span class="n">airflow_version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'.'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'+'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)},</span> |
| <span class="n">job_type</span><span class="p">:</span> <span class="p">{},</span> |
| <span class="p">}</span> |
| <span class="p">}</span> <span class="c1"># type: Dict[str, Any]</span> |
| <span class="k">if</span> <span class="n">properties</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"properties"</span><span class="p">]</span> <span class="o">=</span> <span class="n">properties</span> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_labels"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_labels">[docs]</a> <span class="k">def</span> <span class="nf">add_labels</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">labels</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set labels for Dataproc job.</span> |
| |
| <span class="sd"> :param labels: Labels for the job query.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">labels</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="s2">"labels"</span><span class="p">]</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="n">labels</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_variables"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_variables">[docs]</a> <span class="k">def</span> <span class="nf">add_variables</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">variables</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set variables for Dataproc job.</span> |
| |
| <span class="sd"> :param variables: Variables for the job query.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">variables</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"script_variables"</span><span class="p">]</span> <span class="o">=</span> <span class="n">variables</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_args"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_args">[docs]</a> <span class="k">def</span> <span class="nf">add_args</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">args</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set args for Dataproc job.</span> |
| |
| <span class="sd"> :param args: Args for the job query.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">args</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"args"</span><span class="p">]</span> <span class="o">=</span> <span class="n">args</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_query"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query">[docs]</a> <span class="k">def</span> <span class="nf">add_query</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">query</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set query for Dataproc job.</span> |
| |
| <span class="sd"> :param query: query for the job.</span> |
| <span class="sd"> """</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"query_list"</span><span class="p">]</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'queries'</span><span class="p">:</span> <span class="p">[</span><span class="n">query</span><span class="p">]}</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_query_uri"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_query_uri">[docs]</a> <span class="k">def</span> <span class="nf">add_query_uri</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">query_uri</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set query uri for Dataproc job.</span> |
| |
| <span class="sd"> :param query_uri: URI for the job query.</span> |
| <span class="sd"> """</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"query_file_uri"</span><span class="p">]</span> <span class="o">=</span> <span class="n">query_uri</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_jar_file_uris"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_jar_file_uris">[docs]</a> <span class="k">def</span> <span class="nf">add_jar_file_uris</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">jars</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set jars uris for Dataproc job.</span> |
| |
| <span class="sd"> :param jars: List of jars URIs</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">jars</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"jar_file_uris"</span><span class="p">]</span> <span class="o">=</span> <span class="n">jars</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_archive_uris"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_archive_uris">[docs]</a> <span class="k">def</span> <span class="nf">add_archive_uris</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">archives</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set archives uris for Dataproc job.</span> |
| |
| <span class="sd"> :param archives: List of archives URIs</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">archives</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"archive_uris"</span><span class="p">]</span> <span class="o">=</span> <span class="n">archives</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_file_uris"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_file_uris">[docs]</a> <span class="k">def</span> <span class="nf">add_file_uris</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">files</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set file uris for Dataproc job.</span> |
| |
| <span class="sd"> :param files: List of files URIs</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">files</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"file_uris"</span><span class="p">]</span> <span class="o">=</span> <span class="n">files</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.add_python_file_uris"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.add_python_file_uris">[docs]</a> <span class="k">def</span> <span class="nf">add_python_file_uris</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">pyfiles</span><span class="p">:</span> <span class="nb">list</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set python file uris for Dataproc job.</span> |
| |
| <span class="sd"> :param pyfiles: List of python files URIs</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">pyfiles</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"python_file_uris"</span><span class="p">]</span> <span class="o">=</span> <span class="n">pyfiles</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.set_main"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_main">[docs]</a> <span class="k">def</span> <span class="nf">set_main</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">main_jar</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> <span class="n">main_class</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set Dataproc main class.</span> |
| |
| <span class="sd"> :param main_jar: URI for the main file.</span> |
| <span class="sd"> :param main_class: Name of the main class.</span> |
| <span class="sd"> :raises: Exception</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">main_class</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">main_jar</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">Exception</span><span class="p">(</span><span class="s2">"Set either main_jar or main_class"</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">main_jar</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"main_jar_file_uri"</span><span class="p">]</span> <span class="o">=</span> <span class="n">main_jar</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"main_class"</span><span class="p">]</span> <span class="o">=</span> <span class="n">main_class</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.set_python_main"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_python_main">[docs]</a> <span class="k">def</span> <span class="nf">set_python_main</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">main</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set Dataproc main python file uri.</span> |
| |
| <span class="sd"> :param main: URI for the python main file.</span> |
| <span class="sd"> """</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">][</span><span class="s2">"main_python_file_uri"</span><span class="p">]</span> <span class="o">=</span> <span class="n">main</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.set_job_name"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.set_job_name">[docs]</a> <span class="k">def</span> <span class="nf">set_job_name</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Set Dataproc job name. Job name is sanitized, replacing dots by underscores.</span> |
| |
| <span class="sd"> :param name: Job name.</span> |
| <span class="sd"> """</span> |
| <span class="n">sanitized_name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"</span><span class="si">{</span><span class="n">name</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'.'</span><span class="p">,</span> <span class="s1">'_'</span><span class="p">)</span><span class="si">}</span><span class="s2">_</span><span class="si">{</span><span class="n">uuid</span><span class="o">.</span><span class="n">uuid4</span><span class="p">()</span><span class="si">!s:</span><span class="s2">.8</span><span class="si">}</span><span class="s2">"</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job</span><span class="p">[</span><span class="s2">"job"</span><span class="p">][</span><span class="s2">"reference"</span><span class="p">][</span><span class="s2">"job_id"</span><span class="p">]</span> <span class="o">=</span> <span class="n">sanitized_name</span></div> |
| |
| <div class="viewcode-block" id="DataProcJobBuilder.build"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataProcJobBuilder.build">[docs]</a> <span class="k">def</span> <span class="nf">build</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="nb">dict</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Returns Dataproc job.</span> |
| |
| <span class="sd"> :return: Dataproc job</span> |
| <span class="sd"> :rtype: dict</span> |
| <span class="sd"> """</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">job</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DataprocHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook">[docs]</a><span class="k">class</span> <span class="nc">DataprocHook</span><span class="p">(</span><span class="n">GoogleBaseHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Hook for Google Cloud Dataproc APIs.</span> |
| |
| <span class="sd"> All the methods in the hook where project_id is used must be called with</span> |
| <span class="sd"> keyword arguments rather than positional.</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="n">delegate_to</span><span class="p">,</span> <span class="n">impersonation_chain</span><span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocHook.get_cluster_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster_client">[docs]</a> <span class="k">def</span> <span class="nf">get_cluster_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">ClusterControllerClient</span><span class="p">:</span> |
| <span class="sd">"""Returns ClusterControllerClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">ClusterControllerClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocHook.get_template_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_template_client">[docs]</a> <span class="k">def</span> <span class="nf">get_template_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">WorkflowTemplateServiceClient</span><span class="p">:</span> |
| <span class="sd">"""Returns WorkflowTemplateServiceClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">WorkflowTemplateServiceClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocHook.get_job_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job_client">[docs]</a> <span class="k">def</span> <span class="nf">get_job_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">JobControllerClient</span><span class="p">:</span> |
| <span class="sd">"""Returns JobControllerClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">JobControllerClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocHook.get_batch_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_batch_client">[docs]</a> <span class="k">def</span> <span class="nf">get_batch_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">BatchControllerClient</span><span class="p">:</span> |
| <span class="sd">"""Returns BatchControllerClient"""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">BatchControllerClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocHook.wait_for_operation"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.wait_for_operation">[docs]</a> <span class="k">def</span> <span class="nf">wait_for_operation</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">operation</span><span class="p">:</span> <span class="n">Operation</span><span class="p">,</span> <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">):</span> |
| <span class="sd">"""Waits for long-lasting operation to complete."""</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">operation</span><span class="o">.</span><span class="n">result</span><span class="p">(</span><span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span> |
| <span class="k">except</span> <span class="ne">Exception</span><span class="p">:</span> |
| <span class="n">error</span> <span class="o">=</span> <span class="n">operation</span><span class="o">.</span><span class="n">exception</span><span class="p">(</span><span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">)</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="n">error</span><span class="p">)</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.create_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_cluster">[docs]</a> <span class="k">def</span> <span class="nf">create_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_config</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Cluster</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">virtual_cluster_config</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">labels</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Name of the cluster to create</span> |
| <span class="sd"> :param labels: Labels that will be assigned to created cluster</span> |
| <span class="sd"> :param cluster_config: Required. The cluster config to create.</span> |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.ClusterConfig`</span> |
| <span class="sd"> :param virtual_cluster_config: Optional. The virtual cluster config, used when creating a Dataproc</span> |
| <span class="sd"> cluster that does not directly control the underlying compute resources, for example, when</span> |
| <span class="sd"> creating a `Dataproc-on-GKE cluster`</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.VirtualClusterConfig`</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``CreateClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="c1"># Dataproc labels must conform to the following regex:</span> |
| <span class="c1"># [a-z]([-a-z0-9]*[a-z0-9])? (current airflow version string follows</span> |
| <span class="c1"># semantic versioning spec: x.y.z).</span> |
| <span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="n">labels</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">'airflow-version'</span><span class="p">:</span> <span class="s1">'v'</span> <span class="o">+</span> <span class="n">airflow_version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'.'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'+'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)})</span> |
| |
| <span class="n">cluster</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s2">"project_id"</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s2">"cluster_name"</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="p">}</span> |
| <span class="k">if</span> <span class="n">virtual_cluster_config</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'virtual_cluster_config'</span><span class="p">]</span> <span class="o">=</span> <span class="n">virtual_cluster_config</span> <span class="c1"># type: ignore</span> |
| <span class="k">if</span> <span class="n">cluster_config</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'config'</span><span class="p">]</span> <span class="o">=</span> <span class="n">cluster_config</span> <span class="c1"># type: ignore</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'labels'</span><span class="p">]</span> <span class="o">=</span> <span class="n">labels</span> <span class="c1"># type: ignore</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">create_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster'</span><span class="p">:</span> <span class="n">cluster</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.delete_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.delete_cluster">[docs]</a> <span class="k">def</span> <span class="nf">delete_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_uuid</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param cluster_uuid: Optional. Specifying the ``cluster_uuid`` means the RPC should fail</span> |
| <span class="sd"> if cluster with specified UUID does not exist.</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``DeleteClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">delete_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="s1">'cluster_uuid'</span><span class="p">:</span> <span class="n">cluster_uuid</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.diagnose_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.diagnose_cluster">[docs]</a> <span class="k">def</span> <span class="nf">diagnose_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets cluster diagnostic information. After the operation completes GCS uri to</span> |
| <span class="sd"> diagnose is returned</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">diagnose_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">operation</span><span class="o">.</span><span class="n">result</span><span class="p">()</span> |
| <span class="n">gcs_uri</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">operation</span><span class="o">.</span><span class="n">operation</span><span class="o">.</span><span class="n">response</span><span class="o">.</span><span class="n">value</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">gcs_uri</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.get_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_cluster">[docs]</a> <span class="k">def</span> <span class="nf">get_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the resource representation for a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.list_clusters"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.list_clusters">[docs]</a> <span class="k">def</span> <span class="nf">list_clusters</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">filter_</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">page_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Lists all regions/{region}/clusters in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param filter_: Optional. A filter constraining the clusters to list. Filters are case-sensitive.</span> |
| <span class="sd"> :param page_size: The maximum number of resources contained in the underlying API response. If page</span> |
| <span class="sd"> streaming is performed per- resource, this parameter does not affect the return value. If page</span> |
| <span class="sd"> streaming is performed per-page, this determines the maximum number of resources in a page.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">list_clusters</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'filter'</span><span class="p">:</span> <span class="n">filter_</span><span class="p">,</span> <span class="s1">'page_size'</span><span class="p">:</span> <span class="n">page_size</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.update_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.update_cluster">[docs]</a> <span class="k">def</span> <span class="nf">update_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Cluster</span><span class="p">,</span> |
| <span class="n">update_mask</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">FieldMask</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">graceful_decommission_timeout</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Duration</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Updates a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param cluster: Required. The changes to the cluster.</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.Cluster`</span> |
| <span class="sd"> :param update_mask: Required. Specifies the path, relative to ``Cluster``, of the field to update. For</span> |
| <span class="sd"> example, to change the number of workers in a cluster to 5, the ``update_mask`` parameter would be</span> |
| <span class="sd"> specified as ``config.worker_config.num_instances``, and the ``PATCH`` request body would specify</span> |
| <span class="sd"> the new value, as follows:</span> |
| |
| <span class="sd"> ::</span> |
| |
| <span class="sd"> { "config":{ "workerConfig":{ "numInstances":"5" } } }</span> |
| |
| <span class="sd"> Similarly, to change the number of preemptible workers in a cluster to 5, the ``update_mask``</span> |
| <span class="sd"> parameter would be ``config.secondary_worker_config.num_instances``, and the ``PATCH`` request</span> |
| <span class="sd"> body would be set as follows:</span> |
| |
| <span class="sd"> ::</span> |
| |
| <span class="sd"> { "config":{ "secondaryWorkerConfig":{ "numInstances":"5" } } }</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.FieldMask`</span> |
| <span class="sd"> :param graceful_decommission_timeout: Optional. Timeout for graceful YARN decommissioning. Graceful</span> |
| <span class="sd"> decommissioning allows removing nodes from the cluster without interrupting jobs in progress.</span> |
| <span class="sd"> Timeout specifies how long to wait for jobs in progress to finish before forcefully removing nodes</span> |
| <span class="sd"> (and potentially interrupting jobs). Default timeout is 0 (for forceful decommission), and the</span> |
| <span class="sd"> maximum allowed timeout is 1 day.</span> |
| |
| <span class="sd"> Only supported on Dataproc image versions 1.2 and higher.</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.Duration`</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``UpdateClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">update_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="s1">'cluster'</span><span class="p">:</span> <span class="n">cluster</span><span class="p">,</span> |
| <span class="s1">'update_mask'</span><span class="p">:</span> <span class="n">update_mask</span><span class="p">,</span> |
| <span class="s1">'graceful_decommission_timeout'</span><span class="p">:</span> <span class="n">graceful_decommission_timeout</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.create_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_workflow_template">[docs]</a> <span class="k">def</span> <span class="nf">create_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">WorkflowTemplate</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">WorkflowTemplate</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates new workflow template.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param template: The Dataproc workflow template to create. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message WorkflowTemplate.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| <span class="k">return</span> <span class="n">client</span><span class="o">.</span><span class="n">create_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> <span class="s1">'template'</span><span class="p">:</span> <span class="n">template</span><span class="p">},</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.instantiate_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_workflow_template">[docs]</a> <span class="k">def</span> <span class="nf">instantiate_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">version</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">parameters</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Instantiates a template and begins execution.</span> |
| |
| <span class="sd"> :param template_name: Name of template to instantiate.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param version: Optional. The version of workflow template to instantiate. If specified,</span> |
| <span class="sd"> the workflow will be instantiated only if the current version of</span> |
| <span class="sd"> the workflow template has the supplied version.</span> |
| <span class="sd"> This option cannot be used to instantiate a previous version of</span> |
| <span class="sd"> workflow template.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param parameters: Optional. Map from parameter names to values that should be used for those</span> |
| <span class="sd"> parameters. Values may not exceed 100 characters.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">/workflowTemplates/</span><span class="si">{</span><span class="n">template_name</span><span class="si">}</span><span class="s1">'</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">instantiate_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> <span class="s1">'version'</span><span class="p">:</span> <span class="n">version</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> <span class="s1">'parameters'</span><span class="p">:</span> <span class="n">parameters</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.instantiate_inline_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.instantiate_inline_workflow_template">[docs]</a> <span class="k">def</span> <span class="nf">instantiate_inline_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">WorkflowTemplate</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Instantiates a template and begins execution.</span> |
| |
| <span class="sd"> :param template: The workflow template to instantiate. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message WorkflowTemplate</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">instantiate_inline_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> <span class="s1">'template'</span><span class="p">:</span> <span class="n">template</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.wait_for_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.wait_for_job">[docs]</a> <span class="k">def</span> <span class="nf">wait_for_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">wait_time</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">10</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Helper method which polls a job to check if it finishes.</span> |
| |
| <span class="sd"> :param job_id: Id of the Dataproc job</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param wait_time: Number of seconds between checks</span> |
| <span class="sd"> :param timeout: How many seconds wait for job to be ready. Used only if ``asynchronous`` is False</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">state</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="n">start</span> <span class="o">=</span> <span class="n">time</span><span class="o">.</span><span class="n">monotonic</span><span class="p">()</span> |
| <span class="k">while</span> <span class="n">state</span> <span class="ow">not</span> <span class="ow">in</span> <span class="p">(</span><span class="n">JobStatus</span><span class="o">.</span><span class="n">State</span><span class="o">.</span><span class="n">ERROR</span><span class="p">,</span> <span class="n">JobStatus</span><span class="o">.</span><span class="n">State</span><span class="o">.</span><span class="n">DONE</span><span class="p">,</span> <span class="n">JobStatus</span><span class="o">.</span><span class="n">State</span><span class="o">.</span><span class="n">CANCELLED</span><span class="p">):</span> |
| <span class="k">if</span> <span class="n">timeout</span> <span class="ow">and</span> <span class="n">start</span> <span class="o">+</span> <span class="n">timeout</span> <span class="o"><</span> <span class="n">time</span><span class="o">.</span><span class="n">monotonic</span><span class="p">():</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s2">"Timeout: dataproc job </span><span class="si">{</span><span class="n">job_id</span><span class="si">}</span><span class="s2"> is not ready after </span><span class="si">{</span><span class="n">timeout</span><span class="si">}</span><span class="s2">s"</span><span class="p">)</span> |
| <span class="n">time</span><span class="o">.</span><span class="n">sleep</span><span class="p">(</span><span class="n">wait_time</span><span class="p">)</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">job</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job</span><span class="p">(</span><span class="n">project_id</span><span class="o">=</span><span class="n">project_id</span><span class="p">,</span> <span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">,</span> <span class="n">job_id</span><span class="o">=</span><span class="n">job_id</span><span class="p">)</span> |
| <span class="n">state</span> <span class="o">=</span> <span class="n">job</span><span class="o">.</span><span class="n">status</span><span class="o">.</span><span class="n">state</span> |
| <span class="k">except</span> <span class="n">ServerError</span> <span class="k">as</span> <span class="n">err</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s2">"Retrying. Dataproc API returned server error when waiting for job: </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">err</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">state</span> <span class="o">==</span> <span class="n">JobStatus</span><span class="o">.</span><span class="n">State</span><span class="o">.</span><span class="n">ERROR</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Job failed:</span><span class="se">\n</span><span class="si">{</span><span class="n">job</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">state</span> <span class="o">==</span> <span class="n">JobStatus</span><span class="o">.</span><span class="n">State</span><span class="o">.</span><span class="n">CANCELLED</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Job was cancelled:</span><span class="se">\n</span><span class="si">{</span><span class="n">job</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.get_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_job">[docs]</a> <span class="k">def</span> <span class="nf">get_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the resource representation for a job in a project.</span> |
| |
| <span class="sd"> :param job_id: Id of the Dataproc job</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">job</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job_id'</span><span class="p">:</span> <span class="n">job_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">job</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.submit_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.submit_job">[docs]</a> <span class="k">def</span> <span class="nf">submit_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Job</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Submits a job to a cluster.</span> |
| |
| <span class="sd"> :param job: The job resource. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message Job</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">client</span><span class="o">.</span><span class="n">submit_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job'</span><span class="p">:</span> <span class="n">job</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.cancel_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.cancel_job">[docs]</a> <span class="k">def</span> <span class="nf">cancel_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Starts a job cancellation request.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the job belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param job_id: Required. The job ID.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| |
| <span class="n">job</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">cancel_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job_id'</span><span class="p">:</span> <span class="n">job_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">job</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.create_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.create_batch">[docs]</a> <span class="k">def</span> <span class="nf">create_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">batch</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Batch</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Operation</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a batch workload.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param batch: Required. The batch to create.</span> |
| <span class="sd"> :param batch_id: Optional. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``CreateBatchRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">create_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> |
| <span class="s1">'batch'</span><span class="p">:</span> <span class="n">batch</span><span class="p">,</span> |
| <span class="s1">'batch_id'</span><span class="p">:</span> <span class="n">batch_id</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.delete_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.delete_batch">[docs]</a> <span class="k">def</span> <span class="nf">delete_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes the batch workload resource.</span> |
| |
| <span class="sd"> :param batch_id: Required. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s2">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s2">/batches/</span><span class="si">{</span><span class="n">batch_id</span><span class="si">}</span><span class="s2">"</span> |
| |
| <span class="n">client</span><span class="o">.</span><span class="n">delete_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.get_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.get_batch">[docs]</a> <span class="k">def</span> <span class="nf">get_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Batch</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the batch workload resource representation.</span> |
| |
| <span class="sd"> :param batch_id: Required. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s2">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s2">/batches/</span><span class="si">{</span><span class="n">batch_id</span><span class="si">}</span><span class="s2">"</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">get_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocHook.list_batches"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocHook.list_batches">[docs]</a> <span class="k">def</span> <span class="nf">list_batches</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">page_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">page_token</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Lists batch workloads.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param page_size: Optional. The maximum number of batches to return in each response. The service may</span> |
| <span class="sd"> return fewer than this value. The default page size is 20; the maximum page size is 1000.</span> |
| <span class="sd"> :param page_token: Optional. A page token received from a previous ``ListBatches`` call.</span> |
| <span class="sd"> Provide this token to retrieve the subsequent page.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">list_batches</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> |
| <span class="s1">'page_size'</span><span class="p">:</span> <span class="n">page_size</span><span class="p">,</span> |
| <span class="s1">'page_token'</span><span class="p">:</span> <span class="n">page_token</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div></div> |
| |
| |
| <div class="viewcode-block" id="DataprocAsyncHook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook">[docs]</a><span class="k">class</span> <span class="nc">DataprocAsyncHook</span><span class="p">(</span><span class="n">GoogleBaseHook</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Asynchronous Hook for Google Cloud Dataproc APIs.</span> |
| |
| <span class="sd"> All the methods in the hook where project_id is used must be called with</span> |
| <span class="sd"> keyword arguments rather than positional.</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'google_cloud_default'</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="n">delegate_to</span><span class="p">,</span> <span class="n">impersonation_chain</span><span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocAsyncHook.get_cluster_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_cluster_client">[docs]</a> <span class="k">def</span> <span class="nf">get_cluster_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">ClusterControllerAsyncClient</span><span class="p">:</span> |
| <span class="sd">"""Returns ClusterControllerAsyncClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">ClusterControllerAsyncClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocAsyncHook.get_template_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_template_client">[docs]</a> <span class="k">def</span> <span class="nf">get_template_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">WorkflowTemplateServiceAsyncClient</span><span class="p">:</span> |
| <span class="sd">"""Returns WorkflowTemplateServiceAsyncClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">WorkflowTemplateServiceAsyncClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocAsyncHook.get_job_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_job_client">[docs]</a> <span class="k">def</span> <span class="nf">get_job_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">JobControllerAsyncClient</span><span class="p">:</span> |
| <span class="sd">"""Returns JobControllerAsyncClient."""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">JobControllerAsyncClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> |
| <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> |
| <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="DataprocAsyncHook.get_batch_client"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_batch_client">[docs]</a> <span class="k">def</span> <span class="nf">get_batch_client</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">)</span> <span class="o">-></span> <span class="n">BatchControllerAsyncClient</span><span class="p">:</span> |
| <span class="sd">"""Returns BatchControllerAsyncClient"""</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">and</span> <span class="n">region</span> <span class="o">!=</span> <span class="s1">'global'</span><span class="p">:</span> |
| <span class="n">client_options</span> <span class="o">=</span> <span class="n">ClientOptions</span><span class="p">(</span><span class="n">api_endpoint</span><span class="o">=</span><span class="sa">f</span><span class="s1">'</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">-dataproc.googleapis.com:443'</span><span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">BatchControllerAsyncClient</span><span class="p">(</span> |
| <span class="n">credentials</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">get_credentials</span><span class="p">(),</span> <span class="n">client_info</span><span class="o">=</span><span class="n">CLIENT_INFO</span><span class="p">,</span> <span class="n">client_options</span><span class="o">=</span><span class="n">client_options</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.create_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.create_cluster">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">create_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_config</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Cluster</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">virtual_cluster_config</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">labels</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Name of the cluster to create</span> |
| <span class="sd"> :param labels: Labels that will be assigned to created cluster</span> |
| <span class="sd"> :param cluster_config: Required. The cluster config to create.</span> |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.ClusterConfig`</span> |
| <span class="sd"> :param virtual_cluster_config: Optional. The virtual cluster config, used when creating a Dataproc</span> |
| <span class="sd"> cluster that does not directly control the underlying compute resources, for example, when</span> |
| <span class="sd"> creating a `Dataproc-on-GKE cluster`</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.VirtualClusterConfig`</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``CreateClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="c1"># Dataproc labels must conform to the following regex:</span> |
| <span class="c1"># [a-z]([-a-z0-9]*[a-z0-9])? (current airflow version string follows</span> |
| <span class="c1"># semantic versioning spec: x.y.z).</span> |
| <span class="n">labels</span> <span class="o">=</span> <span class="n">labels</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="n">labels</span><span class="o">.</span><span class="n">update</span><span class="p">({</span><span class="s1">'airflow-version'</span><span class="p">:</span> <span class="s1">'v'</span> <span class="o">+</span> <span class="n">airflow_version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'.'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s1">'+'</span><span class="p">,</span> <span class="s1">'-'</span><span class="p">)})</span> |
| |
| <span class="n">cluster</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="s2">"project_id"</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s2">"cluster_name"</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="p">}</span> |
| <span class="k">if</span> <span class="n">virtual_cluster_config</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'virtual_cluster_config'</span><span class="p">]</span> <span class="o">=</span> <span class="n">virtual_cluster_config</span> <span class="c1"># type: ignore</span> |
| <span class="k">if</span> <span class="n">cluster_config</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'config'</span><span class="p">]</span> <span class="o">=</span> <span class="n">cluster_config</span> <span class="c1"># type: ignore</span> |
| <span class="n">cluster</span><span class="p">[</span><span class="s1">'labels'</span><span class="p">]</span> <span class="o">=</span> <span class="n">labels</span> <span class="c1"># type: ignore</span> |
| |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">create_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster'</span><span class="p">:</span> <span class="n">cluster</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.delete_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.delete_cluster">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">delete_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_uuid</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param cluster_uuid: Optional. Specifying the ``cluster_uuid`` means the RPC should fail</span> |
| <span class="sd"> if cluster with specified UUID does not exist.</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``DeleteClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="n">client</span><span class="o">.</span><span class="n">delete_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="s1">'cluster_uuid'</span><span class="p">:</span> <span class="n">cluster_uuid</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.diagnose_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.diagnose_cluster">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">diagnose_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets cluster diagnostic information. After the operation completes GCS uri to</span> |
| <span class="sd"> diagnose is returned</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">diagnose_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">operation</span><span class="o">.</span><span class="n">result</span><span class="p">()</span> |
| <span class="n">gcs_uri</span> <span class="o">=</span> <span class="nb">str</span><span class="p">(</span><span class="n">operation</span><span class="o">.</span><span class="n">operation</span><span class="o">.</span><span class="n">response</span><span class="o">.</span><span class="n">value</span><span class="p">)</span> |
| <span class="k">return</span> <span class="n">gcs_uri</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.get_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_cluster">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">get_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the resource representation for a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">get_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.list_clusters"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.list_clusters">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">list_clusters</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">filter_</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">page_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Lists all regions/{region}/clusters in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param filter_: Optional. A filter constraining the clusters to list. Filters are case-sensitive.</span> |
| <span class="sd"> :param page_size: The maximum number of resources contained in the underlying API response. If page</span> |
| <span class="sd"> streaming is performed per- resource, this parameter does not affect the return value. If page</span> |
| <span class="sd"> streaming is performed per-page, this determines the maximum number of resources in a page.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">list_clusters</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'filter'</span><span class="p">:</span> <span class="n">filter_</span><span class="p">,</span> <span class="s1">'page_size'</span><span class="p">:</span> <span class="n">page_size</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.update_cluster"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.update_cluster">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">update_cluster</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">cluster_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">cluster</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Cluster</span><span class="p">,</span> |
| <span class="n">update_mask</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">FieldMask</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">graceful_decommission_timeout</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Duration</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Updates a cluster in a project.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param cluster_name: Required. The cluster name.</span> |
| <span class="sd"> :param cluster: Required. The changes to the cluster.</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.Cluster`</span> |
| <span class="sd"> :param update_mask: Required. Specifies the path, relative to ``Cluster``, of the field to update. For</span> |
| <span class="sd"> example, to change the number of workers in a cluster to 5, the ``update_mask`` parameter would be</span> |
| <span class="sd"> specified as ``config.worker_config.num_instances``, and the ``PATCH`` request body would specify</span> |
| <span class="sd"> the new value, as follows:</span> |
| |
| <span class="sd"> ::</span> |
| |
| <span class="sd"> { "config":{ "workerConfig":{ "numInstances":"5" } } }</span> |
| |
| <span class="sd"> Similarly, to change the number of preemptible workers in a cluster to 5, the ``update_mask``</span> |
| <span class="sd"> parameter would be ``config.secondary_worker_config.num_instances``, and the ``PATCH`` request</span> |
| <span class="sd"> body would be set as follows:</span> |
| |
| <span class="sd"> ::</span> |
| |
| <span class="sd"> { "config":{ "secondaryWorkerConfig":{ "numInstances":"5" } } }</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.FieldMask`</span> |
| <span class="sd"> :param graceful_decommission_timeout: Optional. Timeout for graceful YARN decommissioning. Graceful</span> |
| <span class="sd"> decommissioning allows removing nodes from the cluster without interrupting jobs in progress.</span> |
| <span class="sd"> Timeout specifies how long to wait for jobs in progress to finish before forcefully removing nodes</span> |
| <span class="sd"> (and potentially interrupting jobs). Default timeout is 0 (for forceful decommission), and the</span> |
| <span class="sd"> maximum allowed timeout is 1 day.</span> |
| |
| <span class="sd"> Only supported on Dataproc image versions 1.2 and higher.</span> |
| |
| <span class="sd"> If a dict is provided, it must be of the same form as the protobuf message</span> |
| <span class="sd"> :class:`~google.cloud.dataproc_v1.types.Duration`</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``UpdateClusterRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_cluster_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">update_cluster</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> |
| <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> |
| <span class="s1">'cluster_name'</span><span class="p">:</span> <span class="n">cluster_name</span><span class="p">,</span> |
| <span class="s1">'cluster'</span><span class="p">:</span> <span class="n">cluster</span><span class="p">,</span> |
| <span class="s1">'update_mask'</span><span class="p">:</span> <span class="n">update_mask</span><span class="p">,</span> |
| <span class="s1">'graceful_decommission_timeout'</span><span class="p">:</span> <span class="n">graceful_decommission_timeout</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.create_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.create_workflow_template">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">create_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">WorkflowTemplate</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">WorkflowTemplate</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates new workflow template.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param template: The Dataproc workflow template to create. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message WorkflowTemplate.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| <span class="k">return</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">create_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> <span class="s1">'template'</span><span class="p">:</span> <span class="n">template</span><span class="p">},</span> <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.instantiate_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.instantiate_workflow_template">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">instantiate_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">version</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">parameters</span><span class="p">:</span> <span class="nb">dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Instantiates a template and begins execution.</span> |
| |
| <span class="sd"> :param template_name: Name of template to instantiate.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param version: Optional. The version of workflow template to instantiate. If specified,</span> |
| <span class="sd"> the workflow will be instantiated only if the current version of</span> |
| <span class="sd"> the workflow template has the supplied version.</span> |
| <span class="sd"> This option cannot be used to instantiate a previous version of</span> |
| <span class="sd"> workflow template.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param parameters: Optional. Map from parameter names to values that should be used for those</span> |
| <span class="sd"> parameters. Values may not exceed 100 characters.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">/workflowTemplates/</span><span class="si">{</span><span class="n">template_name</span><span class="si">}</span><span class="s1">'</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">instantiate_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> <span class="s1">'version'</span><span class="p">:</span> <span class="n">version</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> <span class="s1">'parameters'</span><span class="p">:</span> <span class="n">parameters</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.instantiate_inline_workflow_template"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.instantiate_inline_workflow_template">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">instantiate_inline_workflow_template</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">template</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">WorkflowTemplate</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Instantiates a template and begins execution.</span> |
| |
| <span class="sd"> :param template: The workflow template to instantiate. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message WorkflowTemplate</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">metadata</span> <span class="o">=</span> <span class="n">metadata</span> <span class="ow">or</span> <span class="p">()</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_template_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| <span class="n">operation</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">instantiate_inline_workflow_template</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> <span class="s1">'template'</span><span class="p">:</span> <span class="n">template</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">operation</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.get_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_job">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">get_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the resource representation for a job in a project.</span> |
| |
| <span class="sd"> :param job_id: Id of the Dataproc job</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">job</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">get_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job_id'</span><span class="p">:</span> <span class="n">job_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">job</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.submit_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.submit_job">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">submit_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Job</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Submits a job to a cluster.</span> |
| |
| <span class="sd"> :param job: The job resource. If a dict is provided,</span> |
| <span class="sd"> it must be of the same form as the protobuf message Job</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param request_id: Optional. A tag that prevents multiple concurrent workflow instances</span> |
| <span class="sd"> with the same tag from running. This mitigates risk of concurrent</span> |
| <span class="sd"> instances started due to retries.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="k">if</span> <span class="n">region</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="ne">TypeError</span><span class="p">(</span><span class="s2">"missing 1 required keyword argument: 'region'"</span><span class="p">)</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| <span class="k">return</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">submit_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job'</span><span class="p">:</span> <span class="n">job</span><span class="p">,</span> <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.cancel_job"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.cancel_job">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">cancel_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Job</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Starts a job cancellation request.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the job belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param job_id: Required. The job ID.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_job_client</span><span class="p">(</span><span class="n">region</span><span class="o">=</span><span class="n">region</span><span class="p">)</span> |
| |
| <span class="n">job</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">cancel_job</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span><span class="s1">'project_id'</span><span class="p">:</span> <span class="n">project_id</span><span class="p">,</span> <span class="s1">'region'</span><span class="p">:</span> <span class="n">region</span><span class="p">,</span> <span class="s1">'job_id'</span><span class="p">:</span> <span class="n">job_id</span><span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">job</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.create_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.create_batch">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">create_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">batch</span><span class="p">:</span> <span class="nb">dict</span> <span class="o">|</span> <span class="n">Batch</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">request_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">AsyncOperation</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates a batch workload.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param batch: Required. The batch to create.</span> |
| <span class="sd"> :param batch_id: Optional. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param request_id: Optional. A unique id used to identify the request. If the server receives two</span> |
| <span class="sd"> ``CreateBatchRequest`` requests with the same id, then the second request will be ignored and</span> |
| <span class="sd"> the first ``google.longrunning.Operation`` created and stored in the backend is returned.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">create_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> |
| <span class="s1">'batch'</span><span class="p">:</span> <span class="n">batch</span><span class="p">,</span> |
| <span class="s1">'batch_id'</span><span class="p">:</span> <span class="n">batch_id</span><span class="p">,</span> |
| <span class="s1">'request_id'</span><span class="p">:</span> <span class="n">request_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.delete_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.delete_batch">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">delete_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Deletes the batch workload resource.</span> |
| |
| <span class="sd"> :param batch_id: Required. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s2">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s2">/batches/</span><span class="si">{</span><span class="n">batch_id</span><span class="si">}</span><span class="s2">"</span> |
| |
| <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">delete_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.get_batch"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.get_batch">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">get_batch</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">batch_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Batch</span><span class="p">:</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Gets the batch workload resource representation.</span> |
| |
| <span class="sd"> :param batch_id: Required. The ID to use for the batch, which will become the final component</span> |
| <span class="sd"> of the batch's resource name.</span> |
| <span class="sd"> This value must be 4-63 characters. Valid characters are /[a-z][0-9]-/.</span> |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">name</span> <span class="o">=</span> <span class="sa">f</span><span class="s2">"projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s2">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s2">/batches/</span><span class="si">{</span><span class="n">batch_id</span><span class="si">}</span><span class="s2">"</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">get_batch</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'name'</span><span class="p">:</span> <span class="n">name</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div> |
| |
| <span class="nd">@GoogleBaseHook</span><span class="o">.</span><span class="n">fallback_to_default_project_id</span> |
| <div class="viewcode-block" id="DataprocAsyncHook.list_batches"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/google/cloud/hooks/dataproc/index.html#airflow.providers.google.cloud.hooks.dataproc.DataprocAsyncHook.list_batches">[docs]</a> <span class="k">async</span> <span class="k">def</span> <span class="nf">list_batches</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">region</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">page_size</span><span class="p">:</span> <span class="nb">int</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">page_token</span><span class="p">:</span> <span class="nb">str</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">retry</span><span class="p">:</span> <span class="n">Retry</span> <span class="o">|</span> <span class="n">_MethodDefault</span> <span class="o">=</span> <span class="n">DEFAULT</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="p">:</span> <span class="nb">float</span> <span class="o">|</span> <span class="kc">None</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="p">(),</span> |
| <span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Lists batch workloads.</span> |
| |
| <span class="sd"> :param project_id: Required. The ID of the Google Cloud project that the cluster belongs to.</span> |
| <span class="sd"> :param region: Required. The Cloud Dataproc region in which to handle the request.</span> |
| <span class="sd"> :param page_size: Optional. The maximum number of batches to return in each response. The service may</span> |
| <span class="sd"> return fewer than this value. The default page size is 20; the maximum page size is 1000.</span> |
| <span class="sd"> :param page_token: Optional. A page token received from a previous ``ListBatches`` call.</span> |
| <span class="sd"> Provide this token to retrieve the subsequent page.</span> |
| <span class="sd"> :param retry: A retry object used to retry requests. If ``None`` is specified, requests will not be</span> |
| <span class="sd"> retried.</span> |
| <span class="sd"> :param timeout: The amount of time, in seconds, to wait for the request to complete. Note that if</span> |
| <span class="sd"> ``retry`` is specified, the timeout applies to each individual attempt.</span> |
| <span class="sd"> :param metadata: Additional metadata that is provided to the method.</span> |
| <span class="sd"> """</span> |
| <span class="n">client</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">get_batch_client</span><span class="p">(</span><span class="n">region</span><span class="p">)</span> |
| <span class="n">parent</span> <span class="o">=</span> <span class="sa">f</span><span class="s1">'projects/</span><span class="si">{</span><span class="n">project_id</span><span class="si">}</span><span class="s1">/regions/</span><span class="si">{</span><span class="n">region</span><span class="si">}</span><span class="s1">'</span> |
| |
| <span class="n">result</span> <span class="o">=</span> <span class="k">await</span> <span class="n">client</span><span class="o">.</span><span class="n">list_batches</span><span class="p">(</span> |
| <span class="n">request</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'parent'</span><span class="p">:</span> <span class="n">parent</span><span class="p">,</span> |
| <span class="s1">'page_size'</span><span class="p">:</span> <span class="n">page_size</span><span class="p">,</span> |
| <span class="s1">'page_token'</span><span class="p">:</span> <span class="n">page_token</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">retry</span><span class="o">=</span><span class="n">retry</span><span class="p">,</span> |
| <span class="n">timeout</span><span class="o">=</span><span class="n">timeout</span><span class="p">,</span> |
| <span class="n">metadata</span><span class="o">=</span><span class="n">metadata</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">result</span></div></div> |
| </pre></div> |
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