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| <h1>Source code for airflow.providers.amazon.aws.operators.emr</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="kn">import</span> <span class="nn">ast</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">Any</span><span class="p">,</span> <span class="n">Dict</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">Union</span> |
| <span class="kn">from</span> <span class="nn">uuid</span> <span class="kn">import</span> <span class="n">uuid4</span> |
| |
| <span class="kn">from</span> <span class="nn">airflow.exceptions</span> <span class="kn">import</span> <span class="n">AirflowException</span> |
| <span class="kn">from</span> <span class="nn">airflow.models</span> <span class="kn">import</span> <span class="n">BaseOperator</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.amazon.aws.hooks.emr</span> <span class="kn">import</span> <span class="n">EmrContainerHook</span><span class="p">,</span> <span class="n">EmrHook</span><span class="p">,</span> <span class="n">EmrServerlessHook</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.amazon.aws.links.emr</span> <span class="kn">import</span> <span class="n">EmrClusterLink</span> |
| <span class="kn">from</span> <span class="nn">airflow.providers.amazon.aws.sensors.emr</span> <span class="kn">import</span> <span class="n">EmrServerlessApplicationSensor</span><span class="p">,</span> <span class="n">EmrServerlessJobSensor</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> |
| |
| <span class="kn">from</span> <span class="nn">airflow.compat.functools</span> <span class="kn">import</span> <span class="n">cached_property</span> |
| |
| |
| <div class="viewcode-block" id="EmrAddStepsOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrAddStepsOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> An operator that adds steps to an existing EMR job_flow.</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:EmrAddStepsOperator`</span> |
| |
| <span class="sd"> :param job_flow_id: id of the JobFlow to add steps to. (templated)</span> |
| <span class="sd"> :param job_flow_name: name of the JobFlow to add steps to. Use as an alternative to passing</span> |
| <span class="sd"> job_flow_id. will search for id of JobFlow with matching name in one of the states in</span> |
| <span class="sd"> param cluster_states. Exactly one cluster like this should exist or will fail. (templated)</span> |
| <span class="sd"> :param cluster_states: Acceptable cluster states when searching for JobFlow id by job_flow_name.</span> |
| <span class="sd"> (templated)</span> |
| <span class="sd"> :param aws_conn_id: aws connection to uses</span> |
| <span class="sd"> :param steps: boto3 style steps or reference to a steps file (must be '.json') to</span> |
| <span class="sd"> be added to the jobflow. (templated)</span> |
| <span class="sd"> :param do_xcom_push: if True, job_flow_id is pushed to XCom with key job_flow_id.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrAddStepsOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.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="s1">'job_flow_id'</span><span class="p">,</span> <span class="s1">'job_flow_name'</span><span class="p">,</span> <span class="s1">'cluster_states'</span><span class="p">,</span> <span class="s1">'steps'</span><span class="p">)</span></div> |
| <div class="viewcode-block" id="EmrAddStepsOperator.template_ext"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.template_ext">[docs]</a> <span class="n">template_ext</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="s1">'.json'</span><span class="p">,)</span></div> |
| <div class="viewcode-block" id="EmrAddStepsOperator.template_fields_renderers"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.template_fields_renderers">[docs]</a> <span class="n">template_fields_renderers</span> <span class="o">=</span> <span class="p">{</span><span class="s2">"steps"</span><span class="p">:</span> <span class="s2">"json"</span><span class="p">}</span></div> |
| <div class="viewcode-block" id="EmrAddStepsOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f9c915'</span></div> |
| <div class="viewcode-block" id="EmrAddStepsOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">EmrClusterLink</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">job_flow_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="p">,</span> |
| <span class="n">job_flow_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="p">,</span> |
| <span class="n">cluster_states</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">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</span><span class="p">,</span> |
| <span class="n">steps</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">List</span><span class="p">[</span><span class="nb">dict</span><span class="p">],</span> <span class="nb">str</span><span class="p">]]</span> <span class="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="k">if</span> <span class="ow">not</span> <span class="p">(</span><span class="n">job_flow_id</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">)</span> <span class="o">^</span> <span class="p">(</span><span class="n">job_flow_name</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">):</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="s1">'Exactly one of job_flow_id or job_flow_name must be specified.'</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="n">cluster_states</span> <span class="o">=</span> <span class="n">cluster_states</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="n">steps</span> <span class="o">=</span> <span class="n">steps</span> <span class="ow">or</span> <span class="p">[]</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</span> <span class="o">=</span> <span class="n">job_flow_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_name</span> <span class="o">=</span> <span class="n">job_flow_name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_states</span> <span class="o">=</span> <span class="n">cluster_states</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">steps</span> <span class="o">=</span> <span class="n">steps</span> |
| |
| <div class="viewcode-block" id="EmrAddStepsOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrAddStepsOperator.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="o">-></span> <span class="n">List</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="n">emr_hook</span> <span class="o">=</span> <span class="n">EmrHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span> |
| |
| <span class="n">emr</span> <span class="o">=</span> <span class="n">emr_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| |
| <span class="n">job_flow_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</span> <span class="ow">or</span> <span class="n">emr_hook</span><span class="o">.</span><span class="n">get_cluster_id_by_name</span><span class="p">(</span> |
| <span class="nb">str</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_flow_name</span><span class="p">),</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_states</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">job_flow_id</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'No cluster found for name: </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">job_flow_name</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">do_xcom_push</span><span class="p">:</span> |
| <span class="n">context</span><span class="p">[</span><span class="s1">'ti'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'job_flow_id'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="n">job_flow_id</span><span class="p">)</span> |
| |
| <span class="n">EmrClusterLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">operator</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">region_name</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_region_name</span><span class="p">,</span> |
| <span class="n">aws_partition</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_partition</span><span class="p">,</span> |
| <span class="n">job_flow_id</span><span class="o">=</span><span class="n">job_flow_id</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="s1">'Adding steps to </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">job_flow_id</span><span class="p">)</span> |
| |
| <span class="c1"># steps may arrive as a string representing a list</span> |
| <span class="c1"># e.g. if we used XCom or a file then: steps="[{ step1 }, { step2 }]"</span> |
| <span class="n">steps</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">steps</span> |
| <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">steps</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span> |
| <span class="n">steps</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">literal_eval</span><span class="p">(</span><span class="n">steps</span><span class="p">)</span> |
| |
| <span class="n">response</span> <span class="o">=</span> <span class="n">emr</span><span class="o">.</span><span class="n">add_job_flow_steps</span><span class="p">(</span><span class="n">JobFlowId</span><span class="o">=</span><span class="n">job_flow_id</span><span class="p">,</span> <span class="n">Steps</span><span class="o">=</span><span class="n">steps</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Adding steps failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Steps </span><span class="si">%s</span><span class="s1"> added to JobFlow'</span><span class="p">,</span> <span class="n">response</span><span class="p">[</span><span class="s1">'StepIds'</span><span class="p">])</span> |
| <span class="k">return</span> <span class="n">response</span><span class="p">[</span><span class="s1">'StepIds'</span><span class="p">]</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrContainerOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrContainerOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> An operator that submits jobs to EMR on EKS virtual clusters.</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:EmrContainerOperator`</span> |
| |
| <span class="sd"> :param name: The name of the job run.</span> |
| <span class="sd"> :param virtual_cluster_id: The EMR on EKS virtual cluster ID</span> |
| <span class="sd"> :param execution_role_arn: The IAM role ARN associated with the job run.</span> |
| <span class="sd"> :param release_label: The Amazon EMR release version to use for the job run.</span> |
| <span class="sd"> :param job_driver: Job configuration details, e.g. the Spark job parameters.</span> |
| <span class="sd"> :param configuration_overrides: The configuration overrides for the job run,</span> |
| <span class="sd"> specifically either application configuration or monitoring configuration.</span> |
| <span class="sd"> :param client_request_token: The client idempotency token of the job run request.</span> |
| <span class="sd"> Use this if you want to specify a unique ID to prevent two jobs from getting started.</span> |
| <span class="sd"> If no token is provided, a UUIDv4 token will be generated for you.</span> |
| <span class="sd"> :param aws_conn_id: The Airflow connection used for AWS credentials.</span> |
| <span class="sd"> :param wait_for_completion: Whether or not to wait in the operator for the job to complete.</span> |
| <span class="sd"> :param poll_interval: Time (in seconds) to wait between two consecutive calls to check query status on EMR</span> |
| <span class="sd"> :param max_tries: Maximum number of times to wait for the job run to finish.</span> |
| <span class="sd"> Defaults to None, which will poll until the job is *not* in a pending, submitted, or running state.</span> |
| <span class="sd"> :param tags: The tags assigned to job runs.</span> |
| <span class="sd"> Defaults to None</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrContainerOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator.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">"name"</span><span class="p">,</span> |
| <span class="s2">"virtual_cluster_id"</span><span class="p">,</span> |
| <span class="s2">"execution_role_arn"</span><span class="p">,</span> |
| <span class="s2">"release_label"</span><span class="p">,</span> |
| <span class="s2">"job_driver"</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| <div class="viewcode-block" id="EmrContainerOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s2">"#f9c915"</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">name</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">virtual_cluster_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">execution_role_arn</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">release_label</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">job_driver</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> |
| <span class="n">configuration_overrides</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">client_request_token</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">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s2">"aws_default"</span><span class="p">,</span> |
| <span class="n">wait_for_completion</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="n">poll_interval</span><span class="p">:</span> <span class="nb">int</span> <span class="o">=</span> <span class="mi">30</span><span class="p">,</span> |
| <span class="n">max_tries</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="nb">int</span><span class="p">]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">tags</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="o">**</span><span class="n">kwargs</span><span class="p">:</span> <span class="n">Any</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">name</span> <span class="o">=</span> <span class="n">name</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">virtual_cluster_id</span> <span class="o">=</span> <span class="n">virtual_cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">execution_role_arn</span> <span class="o">=</span> <span class="n">execution_role_arn</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">release_label</span> <span class="o">=</span> <span class="n">release_label</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_driver</span> <span class="o">=</span> <span class="n">job_driver</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">configuration_overrides</span> <span class="o">=</span> <span class="n">configuration_overrides</span> <span class="ow">or</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">client_request_token</span> <span class="o">=</span> <span class="n">client_request_token</span> <span class="ow">or</span> <span class="nb">str</span><span class="p">(</span><span class="n">uuid4</span><span class="p">())</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span> <span class="o">=</span> <span class="n">wait_for_completion</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">poll_interval</span> <span class="o">=</span> <span class="n">poll_interval</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">max_tries</span> <span class="o">=</span> <span class="n">max_tries</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tags</span> <span class="o">=</span> <span class="n">tags</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">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="nd">@cached_property</span> |
| <div class="viewcode-block" id="EmrContainerOperator.hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator.hook">[docs]</a> <span class="k">def</span> <span class="nf">hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">EmrContainerHook</span><span class="p">:</span> |
| <span class="sd">"""Create and return an EmrContainerHook."""</span> |
| <span class="k">return</span> <span class="n">EmrContainerHook</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">,</span> |
| <span class="n">virtual_cluster_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">virtual_cluster_id</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <div class="viewcode-block" id="EmrContainerOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator.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="o">-></span> <span class="n">Optional</span><span class="p">[</span><span class="nb">str</span><span class="p">]:</span> |
| <span class="sd">"""Run job on EMR Containers"""</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_id</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">submit_job</span><span class="p">(</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">name</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">execution_role_arn</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">release_label</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_driver</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">configuration_overrides</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">client_request_token</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">tags</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">wait_for_completion</span><span class="p">:</span> |
| <span class="n">query_status</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">poll_query_status</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">max_tries</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">poll_interval</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">query_status</span> <span class="ow">in</span> <span class="n">EmrContainerHook</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">:</span> |
| <span class="n">error_message</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">get_job_failure_reason</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="p">)</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"EMR Containers job failed. Final state is </span><span class="si">{</span><span class="n">query_status</span><span class="si">}</span><span class="s2">. "</span> |
| <span class="sa">f</span><span class="s2">"query_execution_id is </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="si">}</span><span class="s2">. Error: </span><span class="si">{</span><span class="n">error_message</span><span class="si">}</span><span class="s2">"</span> |
| <span class="p">)</span> |
| <span class="k">elif</span> <span class="ow">not</span> <span class="n">query_status</span> <span class="ow">or</span> <span class="n">query_status</span> <span class="ow">in</span> <span class="n">EmrContainerHook</span><span class="o">.</span><span class="n">INTERMEDIATE_STATES</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span> |
| <span class="sa">f</span><span class="s2">"Final state of EMR Containers job is </span><span class="si">{</span><span class="n">query_status</span><span class="si">}</span><span class="s2">. "</span> |
| <span class="sa">f</span><span class="s2">"Max tries of poll status exceeded, query_execution_id is </span><span class="si">{</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="si">}</span><span class="s2">."</span> |
| <span class="p">)</span> |
| |
| <span class="k">return</span> <span class="bp">self</span><span class="o">.</span><span class="n">job_id</span></div> |
| |
| <div class="viewcode-block" id="EmrContainerOperator.on_kill"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrContainerOperator.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="sd">"""Cancel the submitted job run"""</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">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="s2">"Stopping job run with jobId - </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">job_id</span><span class="p">)</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">stop_query</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="p">)</span> |
| <span class="n">http_status_code</span> <span class="o">=</span> <span class="kc">None</span> |
| <span class="k">try</span><span class="p">:</span> |
| <span class="n">http_status_code</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="s2">"ResponseMetadata"</span><span class="p">][</span><span class="s2">"HTTPStatusCode"</span><span class="p">]</span> |
| <span class="k">except</span> <span class="ne">Exception</span> <span class="k">as</span> <span class="n">ex</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">error</span><span class="p">(</span><span class="s2">"Exception while cancelling query: </span><span class="si">%s</span><span class="s2">"</span><span class="p">,</span> <span class="n">ex</span><span class="p">)</span> |
| <span class="k">finally</span><span class="p">:</span> |
| <span class="k">if</span> <span class="n">http_status_code</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">or</span> <span class="n">http_status_code</span> <span class="o">!=</span> <span class="mi">200</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">error</span><span class="p">(</span><span class="s2">"Unable to request query cancel on EMR. Exiting"</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span> |
| <span class="s2">"Polling EMR for query with id </span><span class="si">%s</span><span class="s2"> to reach final state"</span><span class="p">,</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">poll_query_status</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_id</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrCreateJobFlowOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Creates an EMR JobFlow, reading the config from the EMR connection.</span> |
| <span class="sd"> A dictionary of JobFlow overrides can be passed that override</span> |
| <span class="sd"> the config from the connection.</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:EmrCreateJobFlowOperator`</span> |
| |
| <span class="sd"> :param aws_conn_id: The Airflow connection used for AWS credentials.</span> |
| <span class="sd"> If this is None or empty then the default boto3 behaviour is used. If</span> |
| <span class="sd"> running Airflow in a distributed manner and aws_conn_id is None or</span> |
| <span class="sd"> empty, then default boto3 configuration would be used (and must be</span> |
| <span class="sd"> maintained on each worker node)</span> |
| <span class="sd"> :param emr_conn_id: emr connection to use for run_job_flow request body.</span> |
| <span class="sd"> This will be overridden by the job_flow_overrides param</span> |
| <span class="sd"> :param job_flow_overrides: boto3 style arguments or reference to an arguments file</span> |
| <span class="sd"> (must be '.json') to override emr_connection extra. (templated)</span> |
| <span class="sd"> :param region_name: Region named passed to EmrHook</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.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="s1">'job_flow_overrides'</span><span class="p">,)</span></div> |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.template_ext"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.template_ext">[docs]</a> <span class="n">template_ext</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="s1">'.json'</span><span class="p">,)</span></div> |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.template_fields_renderers"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.template_fields_renderers">[docs]</a> <span class="n">template_fields_renderers</span> <span class="o">=</span> <span class="p">{</span><span class="s2">"job_flow_overrides"</span><span class="p">:</span> <span class="s2">"json"</span><span class="p">}</span></div> |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f9c915'</span></div> |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">EmrClusterLink</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">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</span><span class="p">,</span> |
| <span class="n">emr_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'emr_default'</span><span class="p">,</span> |
| <span class="n">job_flow_overrides</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="nb">str</span><span class="p">,</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">,</span> |
| <span class="n">region_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="p">,</span> |
| <span class="o">**</span><span class="n">kwargs</span><span class="p">,</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">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">emr_conn_id</span> <span class="o">=</span> <span class="n">emr_conn_id</span> |
| <span class="k">if</span> <span class="n">job_flow_overrides</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">job_flow_overrides</span> <span class="o">=</span> <span class="p">{}</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_overrides</span> <span class="o">=</span> <span class="n">job_flow_overrides</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">region_name</span> <span class="o">=</span> <span class="n">region_name</span> |
| |
| <div class="viewcode-block" id="EmrCreateJobFlowOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrCreateJobFlowOperator.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="o">-></span> <span class="nb">str</span><span class="p">:</span> |
| <span class="n">emr</span> <span class="o">=</span> <span class="n">EmrHook</span><span class="p">(</span> |
| <span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">,</span> <span class="n">emr_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">emr_conn_id</span><span class="p">,</span> <span class="n">region_name</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">region_name</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">'Creating JobFlow using aws-conn-id: </span><span class="si">%s</span><span class="s1">, emr-conn-id: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">emr_conn_id</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">job_flow_overrides</span><span class="p">,</span> <span class="nb">str</span><span class="p">):</span> |
| <span class="n">job_flow_overrides</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">literal_eval</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">job_flow_overrides</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_overrides</span> <span class="o">=</span> <span class="n">job_flow_overrides</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">job_flow_overrides</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_overrides</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="n">emr</span><span class="o">.</span><span class="n">create_job_flow</span><span class="p">(</span><span class="n">job_flow_overrides</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'JobFlow creation failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> |
| <span class="k">else</span><span class="p">:</span> |
| <span class="n">job_flow_id</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="s1">'JobFlowId'</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">'JobFlow with id </span><span class="si">%s</span><span class="s1"> created'</span><span class="p">,</span> <span class="n">job_flow_id</span><span class="p">)</span> |
| <span class="n">EmrClusterLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">operator</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">region_name</span><span class="o">=</span><span class="n">emr</span><span class="o">.</span><span class="n">conn_region_name</span><span class="p">,</span> |
| <span class="n">aws_partition</span><span class="o">=</span><span class="n">emr</span><span class="o">.</span><span class="n">conn_partition</span><span class="p">,</span> |
| <span class="n">job_flow_id</span><span class="o">=</span><span class="n">job_flow_id</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">job_flow_id</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrModifyClusterOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrModifyClusterOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> An operator that modifies an existing EMR cluster.</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:EmrModifyClusterOperator`</span> |
| |
| <span class="sd"> :param cluster_id: cluster identifier</span> |
| <span class="sd"> :param step_concurrency_level: Concurrency of the cluster</span> |
| <span class="sd"> :param aws_conn_id: aws connection to uses</span> |
| <span class="sd"> :param do_xcom_push: if True, cluster_id is pushed to XCom with key cluster_id.</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrModifyClusterOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator.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="s1">'cluster_id'</span><span class="p">,</span> <span class="s1">'step_concurrency_level'</span><span class="p">)</span></div> |
| <div class="viewcode-block" id="EmrModifyClusterOperator.template_ext"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator.template_ext">[docs]</a> <span class="n">template_ext</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></div> |
| <div class="viewcode-block" id="EmrModifyClusterOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f9c915'</span></div> |
| <div class="viewcode-block" id="EmrModifyClusterOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">EmrClusterLink</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">cluster_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">step_concurrency_level</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span> <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</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">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span> <span class="o">=</span> <span class="n">cluster_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">step_concurrency_level</span> <span class="o">=</span> <span class="n">step_concurrency_level</span> |
| |
| <div class="viewcode-block" id="EmrModifyClusterOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrModifyClusterOperator.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="o">-></span> <span class="nb">int</span><span class="p">:</span> |
| <span class="n">emr_hook</span> <span class="o">=</span> <span class="n">EmrHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span> |
| <span class="n">emr</span> <span class="o">=</span> <span class="n">emr_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">do_xcom_push</span><span class="p">:</span> |
| <span class="n">context</span><span class="p">[</span><span class="s1">'ti'</span><span class="p">]</span><span class="o">.</span><span class="n">xcom_push</span><span class="p">(</span><span class="n">key</span><span class="o">=</span><span class="s1">'cluster_id'</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span><span class="p">)</span> |
| |
| <span class="n">EmrClusterLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">operator</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">region_name</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_region_name</span><span class="p">,</span> |
| <span class="n">aws_partition</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_partition</span><span class="p">,</span> |
| <span class="n">job_flow_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</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="s1">'Modifying cluster </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span><span class="p">)</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="n">emr</span><span class="o">.</span><span class="n">modify_cluster</span><span class="p">(</span> |
| <span class="n">ClusterId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">cluster_id</span><span class="p">,</span> <span class="n">StepConcurrencyLevel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">step_concurrency_level</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Modify cluster failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'Steps concurrency level </span><span class="si">%d</span><span class="s1">'</span><span class="p">,</span> <span class="n">response</span><span class="p">[</span><span class="s1">'StepConcurrencyLevel'</span><span class="p">])</span> |
| <span class="k">return</span> <span class="n">response</span><span class="p">[</span><span class="s1">'StepConcurrencyLevel'</span><span class="p">]</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrTerminateJobFlowOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Operator to terminate EMR JobFlows.</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:EmrTerminateJobFlowOperator`</span> |
| |
| <span class="sd"> :param job_flow_id: id of the JobFlow to terminate. (templated)</span> |
| <span class="sd"> :param aws_conn_id: aws connection to uses</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator.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="s1">'job_flow_id'</span><span class="p">,)</span></div> |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator.template_ext"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator.template_ext">[docs]</a> <span class="n">template_ext</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></div> |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator.ui_color"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator.ui_color">[docs]</a> <span class="n">ui_color</span> <span class="o">=</span> <span class="s1">'#f9c915'</span></div> |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator.operator_extra_links"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator.operator_extra_links">[docs]</a> <span class="n">operator_extra_links</span> <span class="o">=</span> <span class="p">(</span><span class="n">EmrClusterLink</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">job_flow_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</span><span class="p">,</span> <span class="o">**</span><span class="n">kwargs</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">job_flow_id</span> <span class="o">=</span> <span class="n">job_flow_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| |
| <div class="viewcode-block" id="EmrTerminateJobFlowOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrTerminateJobFlowOperator.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="o">-></span> <span class="kc">None</span><span class="p">:</span> |
| <span class="n">emr_hook</span> <span class="o">=</span> <span class="n">EmrHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span> |
| <span class="n">emr</span> <span class="o">=</span> <span class="n">emr_hook</span><span class="o">.</span><span class="n">get_conn</span><span class="p">()</span> |
| |
| <span class="n">EmrClusterLink</span><span class="o">.</span><span class="n">persist</span><span class="p">(</span> |
| <span class="n">context</span><span class="o">=</span><span class="n">context</span><span class="p">,</span> |
| <span class="n">operator</span><span class="o">=</span><span class="bp">self</span><span class="p">,</span> |
| <span class="n">region_name</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_region_name</span><span class="p">,</span> |
| <span class="n">aws_partition</span><span class="o">=</span><span class="n">emr_hook</span><span class="o">.</span><span class="n">conn_partition</span><span class="p">,</span> |
| <span class="n">job_flow_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</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="s1">'Terminating JobFlow </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</span><span class="p">)</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="n">emr</span><span class="o">.</span><span class="n">terminate_job_flows</span><span class="p">(</span><span class="n">JobFlowIds</span><span class="o">=</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</span><span class="p">])</span> |
| |
| <span class="k">if</span> <span class="ow">not</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">==</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'JobFlow termination failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</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">log</span><span class="o">.</span><span class="n">info</span><span class="p">(</span><span class="s1">'JobFlow with id </span><span class="si">%s</span><span class="s1"> terminated'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">job_flow_id</span><span class="p">)</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrServerlessCreateApplicationOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessCreateApplicationOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrServerlessCreateApplicationOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Operator to create Serverless EMR Application</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:EmrServerlessCreateApplicationOperator`</span> |
| |
| <span class="sd"> :param release_label: The EMR release version associated with the application.</span> |
| <span class="sd"> :param job_type: The type of application you want to start, such as Spark or Hive.</span> |
| <span class="sd"> :param wait_for_completion: If true, wait for the Application to start before returning. Default to True</span> |
| <span class="sd"> :param client_request_token: The client idempotency token of the application to create.</span> |
| <span class="sd"> Its value must be unique for each request.</span> |
| <span class="sd"> :param config: Optional dictionary for arbitrary parameters to the boto API create_application call.</span> |
| <span class="sd"> :param aws_conn_id: AWS connection to use</span> |
| <span class="sd"> """</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">release_label</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">job_type</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">client_request_token</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">''</span><span class="p">,</span> |
| <span class="n">config</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">wait_for_completion</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</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">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">release_label</span> <span class="o">=</span> <span class="n">release_label</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_type</span> <span class="o">=</span> <span class="n">job_type</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span> <span class="o">=</span> <span class="n">wait_for_completion</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">kwargs</span> <span class="o">=</span> <span class="n">kwargs</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">config</span> <span class="o">=</span> <span class="n">config</span> <span class="ow">or</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">client_request_token</span> <span class="o">=</span> <span class="n">client_request_token</span> <span class="ow">or</span> <span class="nb">str</span><span class="p">(</span><span class="n">uuid4</span><span class="p">())</span> |
| |
| <span class="nd">@cached_property</span> |
| <div class="viewcode-block" id="EmrServerlessCreateApplicationOperator.hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessCreateApplicationOperator.hook">[docs]</a> <span class="k">def</span> <span class="nf">hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">EmrServerlessHook</span><span class="p">:</span> |
| <span class="sd">"""Create and return an EmrServerlessHook."""</span> |
| <span class="k">return</span> <span class="n">EmrServerlessHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="EmrServerlessCreateApplicationOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessCreateApplicationOperator.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="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">create_application</span><span class="p">(</span> |
| <span class="n">clientToken</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">client_request_token</span><span class="p">,</span> |
| <span class="n">releaseLabel</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">release_label</span><span class="p">,</span> |
| <span class="nb">type</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">job_type</span><span class="p">,</span> |
| <span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="n">application_id</span> <span class="o">=</span> <span class="n">response</span><span class="p">[</span><span class="s1">'applicationId'</span><span class="p">]</span> |
| |
| <span class="k">if</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Application Creation failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</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">'EMR serverless application created: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="c1"># This should be replaced with a boto waiter when available.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span><span class="s1">'applicationId'</span><span class="p">:</span> <span class="n">application_id</span><span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'application'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="p">{</span><span class="s1">'CREATED'</span><span class="p">},</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'application'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'created'</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="s1">'Starting application </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">application_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">start_application</span><span class="p">(</span><span class="n">applicationId</span><span class="o">=</span><span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span><span class="p">:</span> |
| <span class="c1"># This should be replaced with a boto waiter when available.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span><span class="s1">'applicationId'</span><span class="p">:</span> <span class="n">application_id</span><span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'application'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="p">{</span><span class="s1">'STARTED'</span><span class="p">},</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'application'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'started'</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">return</span> <span class="n">application_id</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrServerlessStartJobOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessStartJobOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrServerlessStartJobOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Operator to start EMR Serverless job.</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:EmrServerlessStartJobOperator`</span> |
| |
| <span class="sd"> :param application_id: ID of the EMR Serverless application to start.</span> |
| <span class="sd"> :param execution_role_arn: ARN of role to perform action.</span> |
| <span class="sd"> :param job_driver: Driver that the job runs on.</span> |
| <span class="sd"> :param configuration_overrides: Configuration specifications to override existing configurations.</span> |
| <span class="sd"> :param client_request_token: The client idempotency token of the application to create.</span> |
| <span class="sd"> Its value must be unique for each request.</span> |
| <span class="sd"> :param config: Optional dictionary for arbitrary parameters to the boto API start_job_run call.</span> |
| <span class="sd"> :param wait_for_completion: If true, waits for the job to start before returning. Defaults to True.</span> |
| <span class="sd"> :param aws_conn_id: AWS connection to use</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrServerlessStartJobOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessStartJobOperator.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="s1">'application_id'</span><span class="p">,</span> |
| <span class="s1">'execution_role_arn'</span><span class="p">,</span> |
| <span class="s1">'job_driver'</span><span class="p">,</span> |
| <span class="s1">'configuration_overrides'</span><span class="p">,</span></div> |
| <span class="p">)</span> |
| |
| <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span> |
| <span class="bp">self</span><span class="p">,</span> |
| <span class="n">application_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">execution_role_arn</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">job_driver</span><span class="p">:</span> <span class="nb">dict</span><span class="p">,</span> |
| <span class="n">configuration_overrides</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="n">client_request_token</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">''</span><span class="p">,</span> |
| <span class="n">config</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">wait_for_completion</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</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">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span> <span class="o">=</span> <span class="n">application_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">execution_role_arn</span> <span class="o">=</span> <span class="n">execution_role_arn</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">job_driver</span> <span class="o">=</span> <span class="n">job_driver</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">configuration_overrides</span> <span class="o">=</span> <span class="n">configuration_overrides</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span> <span class="o">=</span> <span class="n">wait_for_completion</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">config</span> <span class="o">=</span> <span class="n">config</span> <span class="ow">or</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">client_request_token</span> <span class="o">=</span> <span class="n">client_request_token</span> <span class="ow">or</span> <span class="nb">str</span><span class="p">(</span><span class="n">uuid4</span><span class="p">())</span> |
| |
| <span class="nd">@cached_property</span> |
| <div class="viewcode-block" id="EmrServerlessStartJobOperator.hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessStartJobOperator.hook">[docs]</a> <span class="k">def</span> <span class="nf">hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">EmrServerlessHook</span><span class="p">:</span> |
| <span class="sd">"""Create and return an EmrServerlessHook."""</span> |
| <span class="k">return</span> <span class="n">EmrServerlessHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="EmrServerlessStartJobOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessStartJobOperator.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="o">-></span> <span class="n">Dict</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">'Starting job on Application: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="n">app_state</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">(</span><span class="n">applicationId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)[</span><span class="s1">'application'</span><span class="p">][</span><span class="s1">'state'</span><span class="p">]</span> |
| <span class="k">if</span> <span class="n">app_state</span> <span class="ow">not</span> <span class="ow">in</span> <span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">SUCCESS_STATES</span><span class="p">:</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">start_application</span><span class="p">(</span><span class="n">applicationId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span><span class="s1">'applicationId'</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'application'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="p">{</span><span class="s1">'STARTED'</span><span class="p">},</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'application'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'started'</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">start_job_run</span><span class="p">(</span> |
| <span class="n">clientToken</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">client_request_token</span><span class="p">,</span> |
| <span class="n">applicationId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">,</span> |
| <span class="n">executionRoleArn</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">execution_role_arn</span><span class="p">,</span> |
| <span class="n">jobDriver</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">job_driver</span><span class="p">,</span> |
| <span class="n">configurationOverrides</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">configuration_overrides</span><span class="p">,</span> |
| <span class="o">**</span><span class="bp">self</span><span class="o">.</span><span class="n">config</span><span class="p">,</span> |
| <span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'EMR serverless job failed to start: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</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">'EMR serverless job started: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="n">response</span><span class="p">[</span><span class="s1">'jobRunId'</span><span class="p">])</span> |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span><span class="p">:</span> |
| <span class="c1"># This should be replaced with a boto waiter when available.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_job_run</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'applicationId'</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">,</span> |
| <span class="s1">'jobRunId'</span><span class="p">:</span> <span class="n">response</span><span class="p">[</span><span class="s1">'jobRunId'</span><span class="p">],</span> |
| <span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'jobRun'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="n">EmrServerlessJobSensor</span><span class="o">.</span><span class="n">TERMINAL_STATES</span><span class="p">,</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="n">EmrServerlessJobSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'job'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'run'</span><span class="p">,</span> |
| <span class="p">)</span> |
| <span class="k">return</span> <span class="n">response</span><span class="p">[</span><span class="s1">'jobRunId'</span><span class="p">]</span></div></div> |
| |
| |
| <div class="viewcode-block" id="EmrServerlessDeleteApplicationOperator"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessDeleteApplicationOperator">[docs]</a><span class="k">class</span> <span class="nc">EmrServerlessDeleteApplicationOperator</span><span class="p">(</span><span class="n">BaseOperator</span><span class="p">):</span> |
| <span class="sd">"""</span> |
| <span class="sd"> Operator to delete EMR Serverless application</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:EmrServerlessDeleteApplicationOperator`</span> |
| |
| <span class="sd"> :param application_id: ID of the EMR Serverless application to delete.</span> |
| <span class="sd"> :param wait_for_completion: If true, wait for the Application to start before returning. Default to True</span> |
| <span class="sd"> :param aws_conn_id: AWS connection to use</span> |
| <span class="sd"> """</span> |
| |
| <div class="viewcode-block" id="EmrServerlessDeleteApplicationOperator.template_fields"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessDeleteApplicationOperator.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="s1">'application_id'</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="n">application_id</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> |
| <span class="n">wait_for_completion</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">True</span><span class="p">,</span> |
| <span class="n">aws_conn_id</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">'aws_default'</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">aws_conn_id</span> <span class="o">=</span> <span class="n">aws_conn_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span> <span class="o">=</span> <span class="n">application_id</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span> <span class="o">=</span> <span class="n">wait_for_completion</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="nd">@cached_property</span> |
| <div class="viewcode-block" id="EmrServerlessDeleteApplicationOperator.hook"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessDeleteApplicationOperator.hook">[docs]</a> <span class="k">def</span> <span class="nf">hook</span><span class="p">(</span><span class="bp">self</span><span class="p">)</span> <span class="o">-></span> <span class="n">EmrServerlessHook</span><span class="p">:</span> |
| <span class="sd">"""Create and return an EmrServerlessHook."""</span> |
| <span class="k">return</span> <span class="n">EmrServerlessHook</span><span class="p">(</span><span class="n">aws_conn_id</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">aws_conn_id</span><span class="p">)</span></div> |
| |
| <div class="viewcode-block" id="EmrServerlessDeleteApplicationOperator.execute"><a class="viewcode-back" href="../../../../../../_api/airflow/providers/amazon/aws/operators/emr/index.html#airflow.providers.amazon.aws.operators.emr.EmrServerlessDeleteApplicationOperator.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="o">-></span> <span class="kc">None</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">'Stopping application: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">stop_application</span><span class="p">(</span><span class="n">applicationId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="c1"># This should be replaced with a boto waiter when available.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span> |
| <span class="s1">'applicationId'</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">,</span> |
| <span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'application'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="nb">set</span><span class="p">(),</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'application'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'stopped'</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="s1">'Deleting application: </span><span class="si">%s</span><span class="s1">'</span><span class="p">,</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| <span class="n">response</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">delete_application</span><span class="p">(</span><span class="n">applicationId</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="n">response</span><span class="p">[</span><span class="s1">'ResponseMetadata'</span><span class="p">][</span><span class="s1">'HTTPStatusCode'</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">200</span><span class="p">:</span> |
| <span class="k">raise</span> <span class="n">AirflowException</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Application deletion failed: </span><span class="si">{</span><span class="n">response</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> |
| |
| <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">wait_for_completion</span><span class="p">:</span> |
| <span class="c1"># This should be replaced with a boto waiter when available.</span> |
| <span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">waiter</span><span class="p">(</span> |
| <span class="n">get_state_callable</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">hook</span><span class="o">.</span><span class="n">conn</span><span class="o">.</span><span class="n">get_application</span><span class="p">,</span> |
| <span class="n">get_state_args</span><span class="o">=</span><span class="p">{</span><span class="s1">'applicationId'</span><span class="p">:</span> <span class="bp">self</span><span class="o">.</span><span class="n">application_id</span><span class="p">},</span> |
| <span class="n">parse_response</span><span class="o">=</span><span class="p">[</span><span class="s1">'application'</span><span class="p">,</span> <span class="s1">'state'</span><span class="p">],</span> |
| <span class="n">desired_state</span><span class="o">=</span><span class="p">{</span><span class="s1">'TERMINATED'</span><span class="p">},</span> |
| <span class="n">failure_states</span><span class="o">=</span><span class="n">EmrServerlessApplicationSensor</span><span class="o">.</span><span class="n">FAILURE_STATES</span><span class="p">,</span> |
| <span class="n">object_type</span><span class="o">=</span><span class="s1">'application'</span><span class="p">,</span> |
| <span class="n">action</span><span class="o">=</span><span class="s1">'deleted'</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="s1">'EMR serverless application deleted'</span><span class="p">)</span></div></div> |
| </pre></div> |
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