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| <h1>Source code for airflow.providers.apache.beam.operators.beam</h1><div class="highlight"><pre> |
| <span></span><span class="c1">#</span> |
| <span class="c1"># Licensed to the Apache Software Foundation (ASF) under one</span> |
| <span class="c1"># or more contributor license agreements. See the NOTICE file</span> |
| <span class="c1"># distributed with this work for additional information</span> |
| <span class="c1"># regarding copyright ownership. The ASF licenses this file</span> |
| <span class="c1"># to you under the Apache License, Version 2.0 (the</span> |
| <span class="c1"># "License"); you may not use this file except in compliance</span> |
| <span class="c1"># with the License. You may obtain a copy of the License at</span> |
| <span class="c1">#</span> |
| <span class="c1"># http://www.apache.org/licenses/LICENSE-2.0</span> |
| <span class="c1">#</span> |
| <span class="c1"># Unless required by applicable law or agreed to in writing,</span> |
| <span class="c1"># software distributed under the License is distributed on an</span> |
| <span class="c1"># "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY</span> |
| <span class="c1"># KIND, either express or implied. See the License for the</span> |
| <span class="c1"># specific language governing permissions and limitations</span> |
| <span class="c1"># under the License.</span> |
| <span class="sd">"""This module contains Apache Beam operators."""</span> |
| <span class="kn">import</span> <span class="nn">copy</span> |
| <span class="kn">import</span> <span class="nn">tempfile</span> |
| <span class="kn">from</span> <span class="nn">abc</span> <span class="kn">import</span> <span class="n">ABC</span><span class="p">,</span> <span class="n">ABCMeta</span> |
| <span class="kn">from</span> <span class="nn">contextlib</span> <span class="kn">import</span> <span class="n">ExitStack</span> |
| <span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">TYPE_CHECKING</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">List</span><span class="p">,</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Sequence</span><span class="p">,</span> <span class="n">Tuple</span><span class="p">,</span> <span class="n">Union</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">BaseOperator</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.apache.beam.hooks.beam</span> <span class="kn">import</span> <span class="n">BeamHook</span><span class="p">,</span> <span class="n">BeamRunnerType</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.hooks.dataflow</span> <span class="kn">import</span> <span class="p">(</span> |
| <span class="n">DataflowHook</span><span class="p">,</span> |
| <span class="n">process_line_and_extract_dataflow_job_id_callback</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.hooks.gcs</span> <span class="kn">import</span> <span class="n">GCSHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.links.dataflow</span> <span class="kn">import</span> <span class="n">DataflowJobLink</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.google.cloud.operators.dataflow</span> <span class="kn">import</span> <span class="n">CheckJobRunning</span><span class="p">,</span> <span class="n">DataflowConfiguration</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.helpers</span> <span class="kn">import</span> <span class="n">convert_camel_to_snake</span> |
| <span class="kn">from</span> <span class="nn">airflow.version</span> <span class="kn">import</span> <span class="n">version</span> |
| |
| <span class="k">if</span> <span class="n">TYPE_CHECKING</span><span class="p">:</span> |
| <span class="kn">from</span> <span class="nn">airflow.utils.context</span> <span class="kn">import</span> <span class="n">Context</span> |
| |
| |
| <div class="viewcode-block" id="BeamDataflowMixin"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin">[docs]</a><span class="k">class</span> <span class="nc">BeamDataflowMixin</span><span class="p">(</span><span class="n">metaclass</span><span class="o">=</span><span class="n">ABCMeta</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Helper class to store common, Dataflow specific logic for both</span> |
| <span class="sd"> :class:`~airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator`,</span> |
| <span class="sd"> :class:`~airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator` and</span> |
| <span class="sd"> :class:`~airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator`.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="BeamDataflowMixin.dataflow_hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin.dataflow_hook">[docs]</a> <span class="n">dataflow_hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataflowHook</span><span class="p">]</span></div> |
| <div class="viewcode-block" id="BeamDataflowMixin.dataflow_config"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin.dataflow_config">[docs]</a> <span class="n">dataflow_config</span><span class="p">:</span> <span class="n">DataflowConfiguration</span></div> |
| <div class="viewcode-block" id="BeamDataflowMixin.gcp_conn_id"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin.gcp_conn_id">[docs]</a> <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span></div> |
| <div class="viewcode-block" id="BeamDataflowMixin.delegate_to"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin.delegate_to">[docs]</a> <span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span></div> |
| <div class="viewcode-block" id="BeamDataflowMixin.dataflow_support_impersonation"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamDataflowMixin.dataflow_support_impersonation">[docs]</a> <span class="n">dataflow_support_impersonation</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span></div> |
| |
| <span class="k">def</span> <span class="nf">_set_dataflow</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> |
| <span class="n">job_name_variable_key</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">Callable</span><span class="p">[[</span><span class="nb">str</span><span class="p">],</span> <span class="kc">None</span><span class="p">]]:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__set_dataflow_hook</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">project_id</span> |
| <span class="n">dataflow_job_name</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_dataflow_job_name</span><span class="p">()</span> |
| <span class="n">pipeline_options</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_dataflow_pipeline_options</span><span class="p">(</span> |
| <span class="n">pipeline_options</span><span class="p">,</span> <span class="n">dataflow_job_name</span><span class="p">,</span> <span class="n">job_name_variable_key</span> |
| <span class="p">)</span> |
| <span class="n">process_line_callback</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__get_dataflow_process_callback</span><span class="p">()</span> |
| <span class="k">return</span> <span class="n">dataflow_job_name</span><span class="p">,</span> <span class="n">pipeline_options</span><span class="p">,</span> <span class="n">process_line_callback</span> |
| |
| <span class="k">def</span> <span class="nf">__set_dataflow_hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">DataflowHook</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> <span class="o">=</span> <span class="n">DataflowHook</span><span class="p">(</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">delegate_to</span> <span class="ow">or</span> <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">poll_sleep</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">poll_sleep</span><span class="p">,</span> |
| <span class="n">impersonation_chain</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> |
| <span class="n">drain_pipeline</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">drain_pipeline</span><span class="p">,</span> |
| <span class="n">cancel_timeout</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">cancel_timeout</span><span class="p">,</span> |
| <span class="n">wait_until_finished</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">wait_until_finished</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> |
| |
| <span class="k">def</span> <span class="nf">__get_dataflow_job_name</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="k">return</span> <span class="n">DataflowHook</span><span class="o">.</span><span class="n">build_dataflow_job_name</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">job_name</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">append_job_name</span> |
| <span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">__get_dataflow_pipeline_options</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> <span class="n">pipeline_options</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">job_name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">job_name_key</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="nb">dict</span><span class="p">:</span> |
| <span class="n">pipeline_options</span> <span class="o">=</span> <span class="n">copy</span><span class="o">.</span><span class="n">deepcopy</span><span class="p">(</span><span class="n">pipeline_options</span><span class="p">)</span> |
| <span class="k">if</span> <span class="n">job_name_key</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="n">job_name_key</span><span class="p">]</span> <span class="o">=</span> <span class="n">job_name</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">service_account</span><span class="p">:</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"serviceAccount"</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">service_account</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_support_impersonation</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">:</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">,</span> <span class="nb">list</span><span class="p">):</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"impersonateServiceAccount"</span><span class="p">]</span> <span class="o">=</span> <span class="s2">","</span><span class="o">.</span><span class="n">join</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span> |
| <span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"impersonateServiceAccount"</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"project"</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"region"</span><span class="p">]</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span> |
| <span class="n">pipeline_options</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">"labels"</span><span class="p">,</span> <span class="p">{})</span><span class="o">.</span><span class="n">update</span><span class="p">(</span> |
| <span class="p">{</span><span class="s2">"airflow-version"</span><span class="p">:</span> <span class="s2">"v"</span> <span class="o">+</span> <span class="n">version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"."</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"+"</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)}</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">pipeline_options</span> |
| |
| <span class="k">def</span> <span class="nf">__get_dataflow_process_callback</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">Callable</span><span class="p">[[</span><span class="nb">str</span><span class="p">],</span> <span class="kc">None</span><span class="p">]:</span> |
| <span class="k">def</span> <span class="nf">set_current_dataflow_job_id</span><span class="p">(</span><span class="n">job_id</span><span class="p">):</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span> <span class="o">=</span> <span class="n">job_id</span> |
| |
| <span class="k">return</span> <span class="n">process_line_and_extract_dataflow_job_id_callback</span><span class="p">(</span> |
| <span class="n">on_new_job_id_callback</span><span class="o">=</span><span class="n">set_current_dataflow_job_id</span></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="BeamBasePipelineOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamBasePipelineOperator">[docs]</a><span class="k">class</span> <span class="nc">BeamBasePipelineOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">,</span> <span class="n">BeamDataflowMixin</span><span class="p">,</span> <span class="n">ABC</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Abstract base class for Beam Pipeline Operators.</span> |
| |
| <span class="sd"> :param runner: Runner on which pipeline will be run. By default "DirectRunner" is being used.</span> |
| <span class="sd"> Other possible options: DataflowRunner, SparkRunner, FlinkRunner, PortableRunner.</span> |
| <span class="sd"> See: :class:`~providers.apache.beam.hooks.beam.BeamRunnerType`</span> |
| <span class="sd"> See: https://beam.apache.org/documentation/runners/capability-matrix/</span> |
| |
| <span class="sd"> :param default_pipeline_options: Map of default pipeline options.</span> |
| <span class="sd"> :param pipeline_options: Map of pipeline options.The key must be a dictionary.</span> |
| <span class="sd"> The value can contain different types:</span> |
| |
| <span class="sd"> * If the value is None, the single option - ``--key`` (without value) will be added.</span> |
| <span class="sd"> * If the value is False, this option will be skipped</span> |
| <span class="sd"> * If the value is True, the single option - ``--key`` (without value) will be added.</span> |
| <span class="sd"> * If the value is list, the many options will be added for each key.</span> |
| <span class="sd"> If the value is ``['A', 'B']`` and the key is ``key`` then the ``--key=A --key=B`` options</span> |
| <span class="sd"> will be left</span> |
| <span class="sd"> * Other value types will be replaced with the Python textual representation.</span> |
| |
| <span class="sd"> When defining labels (labels option), you can also provide a dictionary.</span> |
| <span class="sd"> :param gcp_conn_id: Optional.</span> |
| <span class="sd"> The connection ID to use connecting to Google Cloud Storage if python file is on GCS.</span> |
| <span class="sd"> :param delegate_to: Optional.</span> |
| <span class="sd"> The account to impersonate using domain-wide delegation of authority,</span> |
| <span class="sd"> if any. For this to work, the service account making the request must have</span> |
| <span class="sd"> domain-wide delegation enabled.</span> |
| <span class="sd"> :param dataflow_config: Dataflow configuration, used when runner type is set to DataflowRunner,</span> |
| <span class="sd"> (optional) defaults to None.</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="o">*</span><span class="p">,</span> |
| <span class="n">runner</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"DirectRunner"</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"google_cloud_default"</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">DataflowConfiguration</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">runner</span> <span class="o">=</span> <span class="n">runner</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">default_pipeline_options</span> <span class="o">=</span> <span class="n">default_pipeline_options</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">pipeline_options</span> <span class="o">=</span> <span class="n">pipeline_options</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span> <span class="o">=</span> <span class="n">gcp_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span> <span class="o">=</span> <span class="n">delegate_to</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">dataflow_config</span><span class="p">,</span> <span class="nb">dict</span><span class="p">):</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span> <span class="o">=</span> <span class="n">DataflowConfiguration</span><span class="p">(</span><span class="o">**</span><span class="n">dataflow_config</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span> <span class="o">=</span> <span class="n">dataflow_config</span> <span class="ow">or</span> <span class="n">DataflowConfiguration</span><span class="p">()</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">BeamHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">DataflowHook</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">runner</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">!=</span> <span class="n">BeamRunnerType</span><span class="o">.</span><span class="n">DataflowRunner</span><span class="o">.</span><span class="n">lower</span><span class="p">():</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">warning</span><span class="p">(</span> |
| <span class="s2">"dataflow_config is defined but runner is different than DataflowRunner (</span><span class="si">%s</span><span class="s2">)"</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">runner</span> |
| <span class="p">)</span> |
| |
| <span class="k">def</span> <span class="nf">_init_pipeline_options</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">format_pipeline_options</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="n">job_name_variable_key</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="n">Tuple</span><span class="p">[</span><span class="nb">bool</span><span class="p">,</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">],</span> <span class="nb">dict</span><span class="p">,</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="nb">str</span><span class="p">],</span> <span class="kc">None</span><span class="p">]]]:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span> <span class="o">=</span> <span class="n">BeamHook</span><span class="p">(</span><span class="n">runner</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">runner</span><span class="p">)</span> |
| <span class="n">pipeline_options</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">default_pipeline_options</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> |
| <span class="n">process_line_callback</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Callable</span><span class="p">[[</span><span class="nb">str</span><span class="p">],</span> <span class="kc">None</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="n">is_dataflow</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">runner</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> <span class="o">==</span> <span class="n">BeamRunnerType</span><span class="o">.</span><span class="n">DataflowRunner</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span> |
| <span class="n">dataflow_job_name</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">if</span> <span class="n">is_dataflow</span><span class="p">:</span> |
| <span class="n">dataflow_job_name</span><span class="p">,</span> <span class="n">pipeline_options</span><span class="p">,</span> <span class="n">process_line_callback</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_set_dataflow</span><span class="p">(</span> |
| <span class="n">pipeline_options</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">job_name_variable_key</span><span class="o">=</span><span class="n">job_name_variable_key</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="n">pipeline_options</span><span class="p">)</span> |
| |
| <span class="n">pipeline_options</span><span class="o">.</span><span class="n">update</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">pipeline_options</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">format_pipeline_options</span><span class="p">:</span> |
| <span class="n">snake_case_pipeline_options</span> <span class="o">=</span> <span class="p">{</span> |
| <span class="n">convert_camel_to_snake</span><span class="p">(</span><span class="n">key</span><span class="p">):</span> <span class="n">pipeline_options</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="k">for</span> <span class="n">key</span> <span class="ow">in</span> <span class="n">pipeline_options</span> |
| <span class="p">}</span> |
| <span class="k">return</span> <span class="n">is_dataflow</span><span class="p">,</span> <span class="n">dataflow_job_name</span><span class="p">,</span> <span class="n">snake_case_pipeline_options</span><span class="p">,</span> <span class="n">process_line_callback</span> |
| |
| <span class="k">return</span> <span class="n">is_dataflow</span><span class="p">,</span> <span class="n">dataflow_job_name</span><span class="p">,</span> <span class="n">pipeline_options</span><span class="p">,</span> <span class="n">process_line_callback</span></div> |
| |
| |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator">[docs]</a><span class="k">class</span> <span class="nc">BeamRunPythonPipelineOperator</span><span class="p">(</span><span class="n">BeamBasePipelineOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Launching Apache Beam pipelines written in Python. Note that both</span> |
| <span class="sd"> ``default_pipeline_options`` and ``pipeline_options`` will be merged to specify pipeline</span> |
| <span class="sd"> execution parameter, and ``default_pipeline_options`` is expected to save</span> |
| <span class="sd"> high-level options, for instances, project and zone information, which</span> |
| <span class="sd"> apply to all beam operators in the DAG.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:BeamRunPythonPipelineOperator`</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more detail on Apache Beam have a look at the reference:</span> |
| <span class="sd"> https://beam.apache.org/documentation/</span> |
| |
| <span class="sd"> :param py_file: Reference to the python Apache Beam pipeline file.py, e.g.,</span> |
| <span class="sd"> /some/local/file/path/to/your/python/pipeline/file. (templated)</span> |
| <span class="sd"> :param py_options: Additional python options, e.g., ["-m", "-v"].</span> |
| <span class="sd"> :param py_interpreter: Python version of the beam pipeline.</span> |
| <span class="sd"> If None, this defaults to the python3.</span> |
| <span class="sd"> To track python versions supported by beam and related</span> |
| <span class="sd"> issues check: https://issues.apache.org/jira/browse/BEAM-1251</span> |
| <span class="sd"> :param py_requirements: Additional python package(s) to install.</span> |
| <span class="sd"> If a value is passed to this parameter, a new virtual environment has been created with</span> |
| <span class="sd"> additional packages installed.</span> |
| |
| <span class="sd"> You could also install the apache_beam package if it is not installed on your system or you want</span> |
| <span class="sd"> to use a different version.</span> |
| <span class="sd"> :param py_system_site_packages: Whether to include system_site_packages in your virtualenv.</span> |
| <span class="sd"> See virtualenv documentation for more information.</span> |
| |
| <span class="sd"> This option is only relevant if the ``py_requirements`` parameter is not None.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator.template_fields">[docs]</a> <span class="n">template_fields</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="s2">"py_file"</span><span class="p">,</span> |
| <span class="s2">"runner"</span><span class="p">,</span> |
| <span class="s2">"pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"default_pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"dataflow_config"</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator.template_fields_renderers"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator.template_fields_renderers">[docs]</a> <span class="n">template_fields_renderers</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'dataflow_config'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">,</span> <span class="s1">'pipeline_options'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">}</span></div> |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">DataflowJobLink</span><span class="p">(),)</span></div> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="o">*</span><span class="p">,</span> |
| <span class="n">py_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">runner</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"DirectRunner"</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">py_interpreter</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"python3"</span><span class="p">,</span> |
| <span class="n">py_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">py_requirements</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">py_system_site_packages</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"google_cloud_default"</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">DataflowConfiguration</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span> |
| <span class="n">runner</span><span class="o">=</span><span class="n">runner</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="o">=</span><span class="n">default_pipeline_options</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="o">=</span><span class="n">dataflow_config</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_file</span> <span class="o">=</span> <span class="n">py_file</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_options</span> <span class="o">=</span> <span class="n">py_options</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_interpreter</span> <span class="o">=</span> <span class="n">py_interpreter</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_requirements</span> <span class="o">=</span> <span class="n">py_requirements</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_system_site_packages</span> <span class="o">=</span> <span class="n">py_system_site_packages</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">pipeline_options</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">"labels"</span><span class="p">,</span> <span class="p">{})</span><span class="o">.</span><span class="n">update</span><span class="p">(</span> |
| <span class="p">{</span><span class="s2">"airflow-version"</span><span class="p">:</span> <span class="s2">"v"</span> <span class="o">+</span> <span class="n">version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"."</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"+"</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)}</span> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">:</span> <span class="s1">'Context'</span><span class="p">):</span> |
| <span class="sd">"""Execute the Apache Beam Pipeline."""</span> |
| <span class="p">(</span> |
| <span class="n">is_dataflow</span><span class="p">,</span> |
| <span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_init_pipeline_options</span><span class="p">(</span><span class="n">format_pipeline_options</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">job_name_variable_key</span><span class="o">=</span><span class="s2">"job_name"</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"Beam hook is not defined."</span><span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">ExitStack</span><span class="p">()</span> <span class="k">as</span> <span class="n">exit_stack</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">py_file</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"gs://"</span><span class="p">):</span> |
| <span class="n">gcs_hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">)</span> |
| <span class="n">tmp_gcs_file</span> <span class="o">=</span> <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span><span class="n">gcs_hook</span><span class="o">.</span><span class="n">provide_file</span><span class="p">(</span><span class="n">object_url</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_file</span><span class="p">))</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">py_file</span> <span class="o">=</span> <span class="n">tmp_gcs_file</span><span class="o">.</span><span class="n">name</span> |
| |
| <span class="k">if</span> <span class="n">is_dataflow</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="p">:</span> |
| <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">provide_authorized_gcloud</span><span class="p">():</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_python_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">py_file</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_file</span><span class="p">,</span> |
| <span class="n">py_options</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_options</span><span class="p">,</span> |
| <span class="n">py_interpreter</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_interpreter</span><span class="p">,</span> |
| <span class="n">py_requirements</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_requirements</span><span class="p">,</span> |
| <span class="n">py_system_site_packages</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_system_site_packages</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">DataflowJobLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">context</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">dataflow_job_name</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">wait_for_done</span><span class="p">(</span> |
| <span class="n">job_name</span><span class="o">=</span><span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">location</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">multiple_jobs</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="p">{</span><span class="s2">"dataflow_job_id"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">}</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_python_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">py_file</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_file</span><span class="p">,</span> |
| <span class="n">py_options</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_options</span><span class="p">,</span> |
| <span class="n">py_interpreter</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_interpreter</span><span class="p">,</span> |
| <span class="n">py_requirements</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_requirements</span><span class="p">,</span> |
| <span class="n">py_system_site_packages</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">py_system_site_packages</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="BeamRunPythonPipelineOperator.on_kill"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunPythonPipelineOperator.on_kill">[docs]</a> <span class="k">def</span> <span class="nf">on_kill</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Dataflow job with id: `</span><span class="si">%s</span><span class="s1">` was requested to be cancelled.'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">cancel_job</span><span class="p">(</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator">[docs]</a><span class="k">class</span> <span class="nc">BeamRunJavaPipelineOperator</span><span class="p">(</span><span class="n">BeamBasePipelineOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Launching Apache Beam pipelines written in Java.</span> |
| |
| <span class="sd"> Note that both</span> |
| <span class="sd"> ``default_pipeline_options`` and ``pipeline_options`` will be merged to specify pipeline</span> |
| <span class="sd"> execution parameter, and ``default_pipeline_options`` is expected to save</span> |
| <span class="sd"> high-level pipeline_options, for instances, project and zone information, which</span> |
| <span class="sd"> apply to all Apache Beam operators in the DAG.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:BeamRunJavaPipelineOperator`</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more detail on Apache Beam have a look at the reference:</span> |
| <span class="sd"> https://beam.apache.org/documentation/</span> |
| |
| <span class="sd"> You need to pass the path to your jar file as a file reference with the ``jar``</span> |
| <span class="sd"> parameter, the jar needs to be a self executing jar (see documentation here:</span> |
| <span class="sd"> https://beam.apache.org/documentation/runners/dataflow/#self-executing-jar).</span> |
| <span class="sd"> Use ``pipeline_options`` to pass on pipeline_options to your job.</span> |
| |
| <span class="sd"> :param jar: The reference to a self executing Apache Beam jar (templated).</span> |
| <span class="sd"> :param job_class: The name of the Apache Beam pipeline class to be executed, it</span> |
| <span class="sd"> is often not the main class configured in the pipeline jar file.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.template_fields">[docs]</a> <span class="n">template_fields</span><span class="p">:</span> <span class="n">Sequence</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="s2">"jar"</span><span class="p">,</span> |
| <span class="s2">"runner"</span><span class="p">,</span> |
| <span class="s2">"job_class"</span><span class="p">,</span> |
| <span class="s2">"pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"default_pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"dataflow_config"</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.template_fields_renderers"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.template_fields_renderers">[docs]</a> <span class="n">template_fields_renderers</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'dataflow_config'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">,</span> <span class="s1">'pipeline_options'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">}</span></div> |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s2">"#0273d4"</span></div> |
| |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">DataflowJobLink</span><span class="p">(),)</span></div> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="o">*</span><span class="p">,</span> |
| <span class="n">jar</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">runner</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"DirectRunner"</span><span class="p">,</span> |
| <span class="n">job_class</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"google_cloud_default"</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">DataflowConfiguration</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span> |
| <span class="n">runner</span><span class="o">=</span><span class="n">runner</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="o">=</span><span class="n">default_pipeline_options</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="o">=</span><span class="n">dataflow_config</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">jar</span> <span class="o">=</span> <span class="n">jar</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_class</span> <span class="o">=</span> <span class="n">job_class</span> |
| |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">:</span> <span class="s1">'Context'</span><span class="p">):</span> |
| <span class="sd">"""Execute the Apache Beam Pipeline."""</span> |
| <span class="p">(</span> |
| <span class="n">is_dataflow</span><span class="p">,</span> |
| <span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_init_pipeline_options</span><span class="p">()</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"Beam hook is not defined."</span><span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">ExitStack</span><span class="p">()</span> <span class="k">as</span> <span class="n">exit_stack</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">jar</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"gs://"</span><span class="p">):</span> |
| <span class="n">gcs_hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">)</span> |
| <span class="n">tmp_gcs_file</span> <span class="o">=</span> <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span><span class="n">gcs_hook</span><span class="o">.</span><span class="n">provide_file</span><span class="p">(</span><span class="n">object_url</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar</span><span class="p">))</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">jar</span> <span class="o">=</span> <span class="n">tmp_gcs_file</span><span class="o">.</span><span class="n">name</span> |
| |
| <span class="k">if</span> <span class="n">is_dataflow</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="p">:</span> |
| <span class="n">is_running</span> <span class="o">=</span> <span class="kc">False</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">check_if_running</span> <span class="o">!=</span> <span class="n">CheckJobRunning</span><span class="o">.</span><span class="n">IgnoreJob</span><span class="p">:</span> |
| <span class="n">is_running</span> <span class="o">=</span> <span class="p">(</span> |
| <span class="c1"># The reason for disable=no-value-for-parameter is that project_id parameter is</span> |
| <span class="c1"># required but here is not passed, moreover it cannot be passed here.</span> |
| <span class="c1"># This method is wrapped by @_fallback_to_project_id_from_variables decorator which</span> |
| <span class="c1"># fallback project_id value from variables and raise error if project_id is</span> |
| <span class="c1"># defined both in variables and as parameter (here is already defined in variables)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">is_job_dataflow_running</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">job_name</span><span class="p">,</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="p">)</span> |
| <span class="k">while</span> <span class="n">is_running</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">check_if_running</span> <span class="o">==</span> <span class="n">CheckJobRunning</span><span class="o">.</span><span class="n">WaitForRun</span><span class="p">:</span> |
| <span class="c1"># The reason for disable=no-value-for-parameter is that project_id parameter is</span> |
| <span class="c1"># required but here is not passed, moreover it cannot be passed here.</span> |
| <span class="c1"># This method is wrapped by @_fallback_to_project_id_from_variables decorator which</span> |
| <span class="c1"># fallback project_id value from variables and raise error if project_id is</span> |
| <span class="c1"># defined both in variables and as parameter (here is already defined in variables)</span> |
| |
| <span class="n">is_running</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">is_job_dataflow_running</span><span class="p">(</span> |
| <span class="n">name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">job_name</span><span class="p">,</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">is_running</span><span class="p">:</span> |
| <span class="n">pipeline_options</span><span class="p">[</span><span class="s2">"jobName"</span><span class="p">]</span> <span class="o">=</span> <span class="n">dataflow_job_name</span> |
| <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">provide_authorized_gcloud</span><span class="p">():</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_java_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">jar</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar</span><span class="p">,</span> |
| <span class="n">job_class</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">job_class</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">dataflow_job_name</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">:</span> |
| <span class="n">multiple_jobs</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">multiple_jobs</span> <span class="ow">or</span> <span class="kc">False</span> |
| <span class="n">DataflowJobLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">context</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">wait_for_done</span><span class="p">(</span> |
| <span class="n">job_name</span><span class="o">=</span><span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">location</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">multiple_jobs</span><span class="o">=</span><span class="n">multiple_jobs</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="p">{</span><span class="s2">"dataflow_job_id"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">}</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_java_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">jar</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">jar</span><span class="p">,</span> |
| <span class="n">job_class</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">job_class</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="BeamRunJavaPipelineOperator.on_kill"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunJavaPipelineOperator.on_kill">[docs]</a> <span class="k">def</span> <span class="nf">on_kill</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Dataflow job with id: `</span><span class="si">%s</span><span class="s1">` was requested to be cancelled.'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">cancel_job</span><span class="p">(</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| |
| |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator">[docs]</a><span class="k">class</span> <span class="nc">BeamRunGoPipelineOperator</span><span class="p">(</span><span class="n">BeamBasePipelineOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Launching Apache Beam pipelines written in Go. Note that both</span> |
| <span class="sd"> ``default_pipeline_options`` and ``pipeline_options`` will be merged to specify pipeline</span> |
| <span class="sd"> execution parameter, and ``default_pipeline_options`` is expected to save</span> |
| <span class="sd"> high-level options, for instances, project and zone information, which</span> |
| <span class="sd"> apply to all beam operators in the DAG.</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more information on how to use this operator, take a look at the guide:</span> |
| <span class="sd"> :ref:`howto/operator:BeamRunGoPipelineOperator`</span> |
| |
| <span class="sd"> .. seealso::</span> |
| <span class="sd"> For more detail on Apache Beam have a look at the reference:</span> |
| <span class="sd"> https://beam.apache.org/documentation/</span> |
| |
| <span class="sd"> :param go_file: Reference to the Go Apache Beam pipeline e.g.,</span> |
| <span class="sd"> /some/local/file/path/to/your/go/pipeline/file.go</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator.template_fields">[docs]</a> <span class="n">template_fields</span> <span class="o">=</span> <span class="p">[</span> |
| <span class="s2">"go_file"</span><span class="p">,</span> |
| <span class="s2">"runner"</span><span class="p">,</span> |
| <span class="s2">"pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"default_pipeline_options"</span><span class="p">,</span> |
| <span class="s2">"dataflow_config"</span><span class="p">,</span></div> |
| <span class="p">]</span> |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator.template_fields_renderers"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator.template_fields_renderers">[docs]</a> <span class="n">template_fields_renderers</span> <span class="o">=</span> <span class="p">{</span><span class="s1">'dataflow_config'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">,</span> <span class="s1">'pipeline_options'</span><span class="p">:</span> <span class="s1">'json'</span><span class="p">}</span></div> |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">DataflowJobLink</span><span class="p">(),)</span></div> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="o">*</span><span class="p">,</span> |
| <span class="n">go_file</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">runner</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"DirectRunner"</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">dict</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"google_cloud_default"</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Union</span><span class="p">[</span><span class="n">DataflowConfiguration</span><span class="p">,</span> <span class="nb">dict</span><span class="p">]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span> |
| <span class="n">runner</span><span class="o">=</span><span class="n">runner</span><span class="p">,</span> |
| <span class="n">default_pipeline_options</span><span class="o">=</span><span class="n">default_pipeline_options</span><span class="p">,</span> |
| <span class="n">pipeline_options</span><span class="o">=</span><span class="n">pipeline_options</span><span class="p">,</span> |
| <span class="n">gcp_conn_id</span><span class="o">=</span><span class="n">gcp_conn_id</span><span class="p">,</span> |
| <span class="n">delegate_to</span><span class="o">=</span><span class="n">delegate_to</span><span class="p">,</span> |
| <span class="n">dataflow_config</span><span class="o">=</span><span class="n">dataflow_config</span><span class="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">impersonation_chain</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span> |
| <span class="s2">"Impersonation chain parameter is not supported for Apache Beam GO SDK and will be skipped "</span> |
| <span class="s2">"in the execution"</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_support_impersonation</span> <span class="o">=</span> <span class="kc">False</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">go_file</span> <span class="o">=</span> <span class="n">go_file</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">should_init_go_module</span> <span class="o">=</span> <span class="kc">False</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">pipeline_options</span><span class="o">.</span><span class="n">setdefault</span><span class="p">(</span><span class="s2">"labels"</span><span class="p">,</span> <span class="p">{})</span><span class="o">.</span><span class="n">update</span><span class="p">(</span> |
| <span class="p">{</span><span class="s2">"airflow-version"</span><span class="p">:</span> <span class="s2">"v"</span> <span class="o">+</span> <span class="n">version</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"."</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)</span><span class="o">.</span><span class="n">replace</span><span class="p">(</span><span class="s2">"+"</span><span class="p">,</span> <span class="s2">"-"</span><span class="p">)}</span> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator.execute">[docs]</a> <span class="k">def</span> <span class="nf">execute</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">context</span><span class="p">:</span> <span class="s1">'Context'</span><span class="p">):</span> |
| <span class="sd">"""Execute the Apache Beam Pipeline."""</span> |
| <span class="p">(</span> |
| <span class="n">is_dataflow</span><span class="p">,</span> |
| <span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="p">)</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">_init_pipeline_options</span><span class="p">(</span><span class="n">format_pipeline_options</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> <span class="n">job_name_variable_key</span><span class="o">=</span><span class="s2">"job_name"</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s2">"Beam hook is not defined."</span><span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">ExitStack</span><span class="p">()</span> <span class="k">as</span> <span class="n">exit_stack</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">go_file</span><span class="o">.</span><span class="n">lower</span><span class="p">()</span><span class="o">.</span><span class="n">startswith</span><span class="p">(</span><span class="s2">"gs://"</span><span class="p">):</span> |
| <span class="n">gcs_hook</span> <span class="o">=</span> <span class="n">GCSHook</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">gcp_conn_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">delegate_to</span><span class="p">)</span> |
| |
| <span class="k">with</span> <span class="n">tempfile</span><span class="o">.</span><span class="n">TemporaryDirectory</span><span class="p">(</span><span class="n">prefix</span><span class="o">=</span><span class="s2">"apache-beam-go"</span><span class="p">)</span> <span class="k">as</span> <span class="n">tmp_dir</span><span class="p">:</span> |
| <span class="n">tmp_gcs_file</span> <span class="o">=</span> <span class="n">exit_stack</span><span class="o">.</span><span class="n">enter_context</span><span class="p">(</span> |
| <span class="n">gcs_hook</span><span class="o">.</span><span class="n">provide_file</span><span class="p">(</span><span class="n">object_url</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">go_file</span><span class="p">,</span> <span class="nb">dir</span><span class="o">=</span><span class="n">tmp_dir</span><span class="p">)</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">go_file</span> <span class="o">=</span> <span class="n">tmp_gcs_file</span><span class="o">.</span><span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">should_init_go_module</span> <span class="o">=</span> <span class="kc">True</span> |
| |
| <span class="k">if</span> <span class="n">is_dataflow</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="p">:</span> |
| <span class="k">with</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">provide_authorized_gcloud</span><span class="p">():</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_go_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">go_file</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">go_file</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="n">should_init_module</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">should_init_go_module</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">DataflowJobLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">context</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">if</span> <span class="n">dataflow_job_name</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">wait_for_done</span><span class="p">(</span> |
| <span class="n">job_name</span><span class="o">=</span><span class="n">dataflow_job_name</span><span class="p">,</span> |
| <span class="n">location</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">location</span><span class="p">,</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">multiple_jobs</span><span class="o">=</span><span class="kc">False</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="p">{</span><span class="s2">"dataflow_job_id"</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">}</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">beam_hook</span><span class="o">.</span><span class="n">start_go_pipeline</span><span class="p">(</span> |
| <span class="n">variables</span><span class="o">=</span><span class="n">snake_case_pipeline_options</span><span class="p">,</span> |
| <span class="n">go_file</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">go_file</span><span class="p">,</span> |
| <span class="n">process_line_callback</span><span class="o">=</span><span class="n">process_line_callback</span><span class="p">,</span> |
| <span class="n">should_init_module</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">should_init_go_module</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="BeamRunGoPipelineOperator.on_kill"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/apache/beam/operators/beam/index.html#airflow.providers.apache.beam.operators.beam.BeamRunGoPipelineOperator.on_kill">[docs]</a> <span class="k">def</span> <span class="nf">on_kill</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Dataflow job with id: `</span><span class="si">%s</span><span class="s1">` was requested to be cancelled.'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">dataflow_hook</span><span class="o">.</span><span class="n">cancel_job</span><span class="p">(</span> |
| <span class="n">job_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_job_id</span><span class="p">,</span> |
| <span class="n">project_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">dataflow_config</span><span class="o">.</span><span class="n">project_id</span><span class="p">,</span></div></div> |
| <span class="p">)</span> |
| </pre></div> |
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