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| <div class="section" id="module-airflow.providers.google.cloud.hooks.dataflow"> |
| <span id="airflow-providers-google-cloud-hooks-dataflow"></span><h1><a class="reference internal" href="#module-airflow.providers.google.cloud.hooks.dataflow" title="airflow.providers.google.cloud.hooks.dataflow"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.hooks.dataflow</span></code></a><a class="headerlink" href="#module-airflow.providers.google.cloud.hooks.dataflow" title="Permalink to this headline">¶</a></h1> |
| <p><p>This module contains a Google Dataflow Hook.</p> |
| </p> |
| <div class="section" id="module-contents"> |
| <h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2> |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DEFAULT_DATAFLOW_LOCATION"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">DEFAULT_DATAFLOW_LOCATION</code><em class="property"> = us-central1</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DEFAULT_DATAFLOW_LOCATION"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DEFAULT_DATAFLOW_LOCATION" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.JOB_ID_PATTERN"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">JOB_ID_PATTERN</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#JOB_ID_PATTERN"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.JOB_ID_PATTERN" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.T"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">T</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#T"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.T" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py function"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._fallback_variable_parameter"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">_fallback_variable_parameter</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">parameter_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">variable_key_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span> → Callable<span class="p">[</span><span class="p">[</span><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.T" title="airflow.providers.google.cloud.hooks.dataflow.T">T</a><span class="p">]</span><span class="p">, </span><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.T" title="airflow.providers.google.cloud.hooks.dataflow.T">T</a><span class="p">]</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_fallback_variable_parameter"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_variable_parameter" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._fallback_to_location_from_variables"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">_fallback_to_location_from_variables</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_fallback_to_location_from_variables"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_to_location_from_variables" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py data"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._fallback_to_project_id_from_variables"> |
| <code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">_fallback_to_project_id_from_variables</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_fallback_to_project_id_from_variables"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_to_project_id_from_variables" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">DataflowJobStatus</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper class with Dataflow job statuses. |
| Reference: <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/projects.jobs#Job.JobState">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/projects.jobs#Job.JobState</a></p> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DONE"> |
| <code class="sig-name descname">JOB_STATE_DONE</code><em class="property"> = JOB_STATE_DONE</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_DONE"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DONE" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UNKNOWN"> |
| <code class="sig-name descname">JOB_STATE_UNKNOWN</code><em class="property"> = JOB_STATE_UNKNOWN</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_UNKNOWN"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UNKNOWN" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_STOPPED"> |
| <code class="sig-name descname">JOB_STATE_STOPPED</code><em class="property"> = JOB_STATE_STOPPED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_STOPPED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_STOPPED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_RUNNING"> |
| <code class="sig-name descname">JOB_STATE_RUNNING</code><em class="property"> = JOB_STATE_RUNNING</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_RUNNING"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_RUNNING" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_FAILED"> |
| <code class="sig-name descname">JOB_STATE_FAILED</code><em class="property"> = JOB_STATE_FAILED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_FAILED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_FAILED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLED"> |
| <code class="sig-name descname">JOB_STATE_CANCELLED</code><em class="property"> = JOB_STATE_CANCELLED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_CANCELLED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UPDATED"> |
| <code class="sig-name descname">JOB_STATE_UPDATED</code><em class="property"> = JOB_STATE_UPDATED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_UPDATED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UPDATED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINING"> |
| <code class="sig-name descname">JOB_STATE_DRAINING</code><em class="property"> = JOB_STATE_DRAINING</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_DRAINING"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINING" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINED"> |
| <code class="sig-name descname">JOB_STATE_DRAINED</code><em class="property"> = JOB_STATE_DRAINED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_DRAINED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_PENDING"> |
| <code class="sig-name descname">JOB_STATE_PENDING</code><em class="property"> = JOB_STATE_PENDING</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_PENDING"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_PENDING" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLING"> |
| <code class="sig-name descname">JOB_STATE_CANCELLING</code><em class="property"> = JOB_STATE_CANCELLING</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_CANCELLING"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLING" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_QUEUED"> |
| <code class="sig-name descname">JOB_STATE_QUEUED</code><em class="property"> = JOB_STATE_QUEUED</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.JOB_STATE_QUEUED"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_QUEUED" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.FAILED_END_STATES"> |
| <code class="sig-name descname">FAILED_END_STATES</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.FAILED_END_STATES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.FAILED_END_STATES" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.SUCCEEDED_END_STATES"> |
| <code class="sig-name descname">SUCCEEDED_END_STATES</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.SUCCEEDED_END_STATES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.SUCCEEDED_END_STATES" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.TERMINAL_STATES"> |
| <code class="sig-name descname">TERMINAL_STATES</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.TERMINAL_STATES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.TERMINAL_STATES" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.AWAITING_STATES"> |
| <code class="sig-name descname">AWAITING_STATES</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobStatus.AWAITING_STATES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.AWAITING_STATES" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobType"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">DataflowJobType</code><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobType"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper class with Dataflow job types.</p> |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_UNKNOWN"> |
| <code class="sig-name descname">JOB_TYPE_UNKNOWN</code><em class="property"> = JOB_TYPE_UNKNOWN</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobType.JOB_TYPE_UNKNOWN"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_UNKNOWN" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_BATCH"> |
| <code class="sig-name descname">JOB_TYPE_BATCH</code><em class="property"> = JOB_TYPE_BATCH</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobType.JOB_TYPE_BATCH"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_BATCH" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py attribute"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_STREAMING"> |
| <code class="sig-name descname">JOB_TYPE_STREAMING</code><em class="property"> = JOB_TYPE_STREAMING</em><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowJobType.JOB_TYPE_STREAMING"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_STREAMING" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">_DataflowJobsController</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">dataflow</span><span class="p">:</span> <span class="n">Any</span></em>, <em class="sig-param"><span class="n">project_number</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">poll_sleep</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">10</span></em>, <em class="sig-param"><span class="n">name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">num_retries</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">0</span></em>, <em class="sig-param"><span class="n">multiple_jobs</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">drain_pipeline</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">cancel_timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">5 * 60</span></em>, <em class="sig-param"><span class="n">wait_until_finished</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.utils.log.logging_mixin.LoggingMixin</span></code></p> |
| <p>Interface for communication with Google API.</p> |
| <p>It's not use Apache Beam, but only Google Dataflow API.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>dataflow</strong> -- Discovery resource</p></li> |
| <li><p><strong>project_number</strong> -- The Google Cloud Project ID.</p></li> |
| <li><p><strong>location</strong> -- Job location.</p></li> |
| <li><p><strong>poll_sleep</strong> -- The status refresh rate for pending operations.</p></li> |
| <li><p><strong>name</strong> -- The Job ID prefix used when the multiple_jobs option is passed is set to True.</p></li> |
| <li><p><strong>job_id</strong> -- ID of a single job.</p></li> |
| <li><p><strong>num_retries</strong> -- Maximum number of retries in case of connection problems.</p></li> |
| <li><p><strong>multiple_jobs</strong> -- If set to true this task will be searched by name prefix (<code class="docutils literal notranslate"><span class="pre">name</span></code> parameter), |
| not by specific job ID, then actions will be performed on all matching jobs.</p></li> |
| <li><p><strong>drain_pipeline</strong> -- Optional, set to True if want to stop streaming job by draining it |
| instead of canceling.</p></li> |
| <li><p><strong>cancel_timeout</strong> -- wait time in seconds for successful job canceling</p></li> |
| <li><p><strong>wait_until_finished</strong> -- <p>If True, wait for the end of pipeline execution before exiting. If False, |
| it only submits job and check once is job not in terminal state.</p> |
| <p>The default behavior depends on the type of pipeline:</p> |
| <ul> |
| <li><p>for the streaming pipeline, wait for jobs to start,</p></li> |
| <li><p>for the batch pipeline, wait for the jobs to complete.</p></li> |
| </ul> |
| </p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.is_job_running"> |
| <code class="sig-name descname">is_job_running</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.is_job_running"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.is_job_running" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to check if jos is still running in dataflow</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>True if job is running.</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._get_current_jobs"> |
| <code class="sig-name descname">_get_current_jobs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._get_current_jobs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._get_current_jobs" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to get list of jobs that start with job name or id</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>list of jobs including id's</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.9)">list</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_by_id"> |
| <code class="sig-name descname">fetch_job_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.fetch_job_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to fetch the job with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the Job</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_metrics_by_id"> |
| <code class="sig-name descname">fetch_job_metrics_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.fetch_job_metrics_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_metrics_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to fetch the job metrics with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the JobMetrics. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/JobMetrics">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/JobMetrics</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_list_job_messages_responses"> |
| <code class="sig-name descname">_fetch_list_job_messages_responses</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._fetch_list_job_messages_responses"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_list_job_messages_responses" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to fetch ListJobMessagesResponse with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>yields the ListJobMessagesResponse. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p>Generator[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a>, <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a>, <a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_messages_by_id"> |
| <code class="sig-name descname">fetch_job_messages_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.fetch_job_messages_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_messages_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to fetch the job messages with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the list of JobMessages. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#JobMessage">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#JobMessage</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p>List[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_autoscaling_events_by_id"> |
| <code class="sig-name descname">fetch_job_autoscaling_events_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.fetch_job_autoscaling_events_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_autoscaling_events_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to fetch the job autoscaling events with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the list of AutoscalingEvents. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#autoscalingevent">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#autoscalingevent</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p>List[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_all_jobs"> |
| <code class="sig-name descname">_fetch_all_jobs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._fetch_all_jobs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_all_jobs" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_jobs_by_prefix_name"> |
| <code class="sig-name descname">_fetch_jobs_by_prefix_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">prefix_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._fetch_jobs_by_prefix_name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_jobs_by_prefix_name" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._refresh_jobs"> |
| <code class="sig-name descname">_refresh_jobs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._refresh_jobs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._refresh_jobs" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to get all jobs by name</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>jobs</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.9)">list</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._check_dataflow_job_state"> |
| <code class="sig-name descname">_check_dataflow_job_state</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._check_dataflow_job_state"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._check_dataflow_job_state" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to check the state of one job in dataflow for this task |
| if job failed raise exception</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>True if job is done.</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></p> |
| </dd> |
| <dt class="field-odd">Raise</dt> |
| <dd class="field-odd"><p>Exception</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.wait_for_done"> |
| <code class="sig-name descname">wait_for_done</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.wait_for_done"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.wait_for_done" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to wait for result of submitted job.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.get_jobs"> |
| <code class="sig-name descname">get_jobs</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">refresh</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.get_jobs"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.get_jobs" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns Dataflow jobs.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>refresh</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- Forces the latest data to be fetched.</p> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>list of jobs</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.9)">list</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._wait_for_states"> |
| <code class="sig-name descname">_wait_for_states</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">expected_states</span><span class="p">:</span> <span class="n">Set<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController._wait_for_states"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._wait_for_states" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Waiting for the jobs to reach a certain state.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.cancel"> |
| <code class="sig-name descname">cancel</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowJobsController.cancel"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.cancel" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Cancels or drains current job</p> |
| </dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowRunner"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">_DataflowRunner</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">cmd</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowRunner"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.utils.log.logging_mixin.LoggingMixin</span></code></p> |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_fd"> |
| <code class="sig-name descname">_process_fd</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">fd</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowRunner._process_fd"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_fd" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Prints output to logs and lookup for job ID in each line.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>fd</strong> -- File descriptor.</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_line_and_extract_job_id"> |
| <code class="sig-name descname">_process_line_and_extract_job_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">line</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowRunner._process_line_and_extract_job_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_line_and_extract_job_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Extracts job_id.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><p><strong>line</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- URL from which job_id has to be extracted</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow._DataflowRunner.wait_for_done"> |
| <code class="sig-name descname">wait_for_done</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#_DataflowRunner.wait_for_done"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner.wait_for_done" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Waits for Dataflow job to complete.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Returns</dt> |
| <dd class="field-odd"><p>Job id</p> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p>Optional[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.providers.google.cloud.hooks.dataflow.</code><code class="sig-name descname">DataflowHook</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">gcp_conn_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'google_cloud_default'</span></em>, <em class="sig-param"><span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">poll_sleep</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a></span> <span class="o">=</span> <span class="default_value">10</span></em>, <em class="sig-param"><span class="n">impersonation_chain</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Union<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Sequence<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">drain_pipeline</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">cancel_timeout</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.9)">int</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">5 * 60</span></em>, <em class="sig-param"><span class="n">wait_until_finished</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="../../../common/hooks/base_google/index.html#airflow.providers.google.common.hooks.base_google.GoogleBaseHook" title="airflow.providers.google.common.hooks.base_google.GoogleBaseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.providers.google.common.hooks.base_google.GoogleBaseHook</span></code></a></p> |
| <p>Hook for Google Dataflow.</p> |
| <p>All the methods in the hook where project_id is used must be called with |
| keyword arguments rather than positional.</p> |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_conn"> |
| <code class="sig-name descname">get_conn</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.get_conn"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_conn" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns a Google Cloud Dataflow service object.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook._start_dataflow"> |
| <code class="sig-name descname">_start_dataflow</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">command_prefix</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">multiple_jobs</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook._start_dataflow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._start_dataflow" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_java_dataflow"> |
| <code class="sig-name descname">start_java_dataflow</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">jar</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job_class</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">append_job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">multiple_jobs</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.start_java_dataflow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_java_dataflow" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts Dataflow java job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the job.</p></li> |
| <li><p><strong>variables</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- Variables passed to the job.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>jar</strong> -- Name of the jar for the job</p></li> |
| <li><p><strong>job_class</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name of the java class for the job.</p></li> |
| <li><p><strong>append_job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- True if unique suffix has to be appended to job name.</p></li> |
| <li><p><strong>multiple_jobs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- True if to check for multiple job in dataflow</p></li> |
| <li><p><strong>on_new_job_id_callback</strong> (<em>callable</em>) -- Callback called when the job ID is known.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_template_dataflow"> |
| <code class="sig-name descname">start_template_dataflow</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">parameters</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">dataflow_template</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">append_job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em>, <em class="sig-param"><span class="n">environment</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.start_template_dataflow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_template_dataflow" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts Dataflow template job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the job.</p></li> |
| <li><p><strong>variables</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- <p>Map of job runtime environment options. |
| It will update environment argument if passed.</p> |
| <div class="admonition seealso"> |
| <p class="admonition-title">See also</p> |
| <p>For more information on possible configurations, look at the API documentation |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/RuntimeEnvironment">https://cloud.google.com/dataflow/pipelines/specifying-exec-params</a></p> |
| </div> |
| </p></li> |
| <li><p><strong>parameters</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)"><em>dict</em></a>) -- Parameters fot the template</p></li> |
| <li><p><strong>dataflow_template</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- GCS path to the template.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>append_job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- True if unique suffix has to be appended to job name.</p></li> |
| <li><p><strong>on_new_job_id_callback</strong> (<em>callable</em>) -- Callback called when the job ID is known.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_flex_template"> |
| <code class="sig-name descname">start_flex_template</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">body</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.start_flex_template"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_flex_template" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts flex templates with the Dataflow pipeline.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>body</strong> -- The request body. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/projects.locations.flexTemplates/launch#request-body">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/projects.locations.flexTemplates/launch#request-body</a></p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The location of the Dataflow job (for example europe-west1)</p></li> |
| <li><p><strong>project_id</strong> (<em>Optional</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- The ID of the GCP project that owns the job. |
| If set to <code class="docutils literal notranslate"><span class="pre">None</span></code> or missing, the default project_id from the GCP connection is used.</p></li> |
| <li><p><strong>on_new_job_id_callback</strong> -- A callback that is called when a Job ID is detected.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the Job</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_python_dataflow"> |
| <code class="sig-name descname">start_python_dataflow</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em>, <em class="sig-param"><span class="n">dataflow</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">py_options</span><span class="p">:</span> <span class="n">List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">py_interpreter</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">'python3'</span></em>, <em class="sig-param"><span class="n">py_requirements</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>List<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">py_system_site_packages</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">False</span></em>, <em class="sig-param"><span class="n">append_job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">True</span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.start_python_dataflow"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_python_dataflow" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts Dataflow job.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the job.</p></li> |
| <li><p><strong>variables</strong> (<em>Dict</em>) -- Variables passed to the job.</p></li> |
| <li><p><strong>dataflow</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name of the Dataflow process.</p></li> |
| <li><p><strong>py_options</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- Additional options.</p></li> |
| <li><p><strong>project_id</strong> (<em>Optional</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- The ID of the GCP project that owns the job. |
| If set to <code class="docutils literal notranslate"><span class="pre">None</span></code> or missing, the default project_id from the GCP connection is used.</p></li> |
| <li><p><strong>py_interpreter</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Python version of the beam pipeline. |
| If None, this defaults to the python3. |
| To track python versions supported by beam and related |
| issues check: <a class="reference external" href="https://issues.apache.org/jira/browse/BEAM-1251">https://issues.apache.org/jira/browse/BEAM-1251</a></p></li> |
| <li><p><strong>py_requirements</strong> (<em>List</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- <p>Additional python package(s) to install. |
| If a value is passed to this parameter, a new virtual environment has been created with |
| additional packages installed.</p> |
| <p>You could also install the apache-beam package if it is not installed on your system or you want |
| to use a different version.</p> |
| </p></li> |
| <li><p><strong>py_system_site_packages</strong> -- <p>Whether to include system_site_packages in your virtualenv. |
| See virtualenv documentation for more information.</p> |
| <p>This option is only relevant if the <code class="docutils literal notranslate"><span class="pre">py_requirements</span></code> parameter is not None.</p> |
| </p></li> |
| <li><p><strong>append_job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)"><em>bool</em></a>) -- True if unique suffix has to be appended to job name.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>on_new_job_id_callback</strong> (<em>callable</em>) -- Callback called when the job ID is known.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook._build_dataflow_job_name"> |
| <em class="property">static </em><code class="sig-name descname">_build_dataflow_job_name</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">append_job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></span> <span class="o">=</span> <span class="default_value">True</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook._build_dataflow_job_name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._build_dataflow_job_name" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook._options_to_args"> |
| <em class="property">static </em><code class="sig-name descname">_options_to_args</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook._options_to_args"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._options_to_args" title="Permalink to this definition">¶</a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.is_job_dataflow_running"> |
| <code class="sig-name descname">is_job_dataflow_running</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em>, <em class="sig-param"><span class="n">variables</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.is_job_dataflow_running"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.is_job_dataflow_running" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Helper method to check if jos is still running in dataflow</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The name of the job.</p></li> |
| <li><p><strong>project_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>True if job is running.</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.9)">bool</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.cancel_job"> |
| <code class="sig-name descname">cancel_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.cancel_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.cancel_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Cancels the job with the specified name prefix or Job ID.</p> |
| <p>Parameter <code class="docutils literal notranslate"><span class="pre">name</span></code> and <code class="docutils literal notranslate"><span class="pre">job_id</span></code> are mutually exclusive.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Name prefix specifying which jobs are to be canceled.</p></li> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID specifying which jobs are to be canceled.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| </ul> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_sql_job"> |
| <code class="sig-name descname">start_sql_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_name</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">query</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">options</span><span class="p">:</span> <span class="n">Dict<span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">, </span>Any<span class="p">]</span></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em>, <em class="sig-param"><span class="n">on_new_job_id_callback</span><span class="p">:</span> <span class="n">Optional<span class="p">[</span>Callable<span class="p">[</span><span class="p">[</span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a><span class="p">]</span><span class="p">, </span><a class="reference external" href="https://docs.python.org/3/library/constants.html#None" title="(in Python v3.9)">None</a><span class="p">]</span><span class="p">]</span></span> <span class="o">=</span> <span class="default_value">None</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.start_sql_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_sql_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Starts Dataflow SQL query.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The unique name to assign to the Cloud Dataflow job.</p></li> |
| <li><p><strong>query</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The SQL query to execute.</p></li> |
| <li><p><strong>options</strong> -- Job parameters to be executed. |
| For more information, look at: |
| <a class="reference external" href="gcloudbetadataflowsqlquery">https://cloud.google.com/sdk/gcloud/reference/beta/dataflow/sql/query</a> |
| command reference</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- The location of the Dataflow job (for example europe-west1)</p></li> |
| <li><p><strong>project_id</strong> (<em>Optional</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a><em>]</em>) -- The ID of the GCP project that owns the job. |
| If set to <code class="docutils literal notranslate"><span class="pre">None</span></code> or missing, the default project_id from the GCP connection is used.</p></li> |
| <li><p><strong>on_new_job_id_callback</strong> (<em>callable</em>) -- Callback called when the job ID is known.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the new job object</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_job"> |
| <code class="sig-name descname">get_job</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.get_job"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_job" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the job with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>location</strong> -- The location of the Dataflow job (for example europe-west1). See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/concepts/regional-endpoints">https://cloud.google.com/dataflow/docs/concepts/regional-endpoints</a></p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the Job</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_metrics_by_id"> |
| <code class="sig-name descname">fetch_job_metrics_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.fetch_job_metrics_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_metrics_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the job metrics with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>location</strong> -- The location of the Dataflow job (for example europe-west1). See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/concepts/regional-endpoints">https://cloud.google.com/dataflow/docs/concepts/regional-endpoints</a></p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the JobMetrics. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/JobMetrics">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/JobMetrics</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_messages_by_id"> |
| <code class="sig-name descname">fetch_job_messages_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.fetch_job_messages_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_messages_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the job messages with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the list of JobMessages. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#JobMessage">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#JobMessage</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p>List[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt id="airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_autoscaling_events_by_id"> |
| <code class="sig-name descname">fetch_job_autoscaling_events_by_id</code><span class="sig-paren">(</span><em class="sig-param"><span class="n">self</span></em>, <em class="sig-param"><span class="n">job_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">project_id</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span></em>, <em class="sig-param"><span class="n">location</span><span class="p">:</span> <span class="n"><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)">str</a></span> <span class="o">=</span> <span class="default_value">DEFAULT_DATAFLOW_LOCATION</span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../../../_modules/airflow/providers/google/cloud/hooks/dataflow.html#DataflowHook.fetch_job_autoscaling_events_by_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_autoscaling_events_by_id" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Gets the job autoscaling events with the specified Job ID.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>job_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job ID to get.</p></li> |
| <li><p><strong>project_id</strong> -- Optional, the Google Cloud project ID in which to start a job. |
| If set to None or missing, the default project_id from the Google Cloud connection is used.</p></li> |
| <li><p><strong>location</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.9)"><em>str</em></a>) -- Job location.</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>the list of AutoscalingEvents. See: |
| <a class="reference external" href="https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#autoscalingevent">https://cloud.google.com/dataflow/docs/reference/rest/v1b3/ListJobMessagesResponse#autoscalingevent</a></p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p>List[<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.9)">dict</a>]</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| </dd></dl> |
| |
| </div> |
| </div> |
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| <nav class="wy-nav-side-toc"> |
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| <ul> |
| <li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.providers.google.cloud.hooks.dataflow</span></code></a><ul> |
| <li><a class="reference internal" href="#module-contents">Module Contents</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DEFAULT_DATAFLOW_LOCATION">DEFAULT_DATAFLOW_LOCATION</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.JOB_ID_PATTERN">JOB_ID_PATTERN</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.T">T</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_variable_parameter">_fallback_variable_parameter</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_to_location_from_variables">_fallback_to_location_from_variables</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._fallback_to_project_id_from_variables">_fallback_to_project_id_from_variables</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus">DataflowJobStatus</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DONE">JOB_STATE_DONE</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UNKNOWN">JOB_STATE_UNKNOWN</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_STOPPED">JOB_STATE_STOPPED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_RUNNING">JOB_STATE_RUNNING</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_FAILED">JOB_STATE_FAILED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLED">JOB_STATE_CANCELLED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_UPDATED">JOB_STATE_UPDATED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINING">JOB_STATE_DRAINING</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_DRAINED">JOB_STATE_DRAINED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_PENDING">JOB_STATE_PENDING</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_CANCELLING">JOB_STATE_CANCELLING</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.JOB_STATE_QUEUED">JOB_STATE_QUEUED</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.FAILED_END_STATES">FAILED_END_STATES</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.SUCCEEDED_END_STATES">SUCCEEDED_END_STATES</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.TERMINAL_STATES">TERMINAL_STATES</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobStatus.AWAITING_STATES">AWAITING_STATES</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType">DataflowJobType</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_UNKNOWN">JOB_TYPE_UNKNOWN</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_BATCH">JOB_TYPE_BATCH</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowJobType.JOB_TYPE_STREAMING">JOB_TYPE_STREAMING</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController">_DataflowJobsController</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.is_job_running">is_job_running</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._get_current_jobs">_get_current_jobs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_by_id">fetch_job_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_metrics_by_id">fetch_job_metrics_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_list_job_messages_responses">_fetch_list_job_messages_responses</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_messages_by_id">fetch_job_messages_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.fetch_job_autoscaling_events_by_id">fetch_job_autoscaling_events_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_all_jobs">_fetch_all_jobs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._fetch_jobs_by_prefix_name">_fetch_jobs_by_prefix_name</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._refresh_jobs">_refresh_jobs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._check_dataflow_job_state">_check_dataflow_job_state</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.wait_for_done">wait_for_done</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.get_jobs">get_jobs</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController._wait_for_states">_wait_for_states</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowJobsController.cancel">cancel</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner">_DataflowRunner</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_fd">_process_fd</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner._process_line_and_extract_job_id">_process_line_and_extract_job_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow._DataflowRunner.wait_for_done">wait_for_done</a></li> |
| </ul> |
| </li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook">DataflowHook</a><ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_conn">get_conn</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._start_dataflow">_start_dataflow</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_java_dataflow">start_java_dataflow</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_template_dataflow">start_template_dataflow</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_flex_template">start_flex_template</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_python_dataflow">start_python_dataflow</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._build_dataflow_job_name">_build_dataflow_job_name</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook._options_to_args">_options_to_args</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.is_job_dataflow_running">is_job_dataflow_running</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.cancel_job">cancel_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.start_sql_job">start_sql_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.get_job">get_job</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_metrics_by_id">fetch_job_metrics_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_messages_by_id">fetch_job_messages_by_id</a></li> |
| </ul> |
| <ul> |
| <li><a class="reference internal" href="#airflow.providers.google.cloud.hooks.dataflow.DataflowHook.fetch_job_autoscaling_events_by_id">fetch_job_autoscaling_events_by_id</a></li> |
| </ul> |
| </li> |
| </ul> |
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| </ul> |
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