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| <div class="section" id="aws-datasync-operator"> |
| <span id="howto-operator-awsdatasyncoperator"></span><h1>AWS DataSync Operator<a class="headerlink" href="#aws-datasync-operator" title="Permalink to this headline">¶</a></h1> |
| <div class="contents local topic" id="contents"> |
| <ul class="simple"> |
| <li><p><a class="reference internal" href="#overview" id="id3">Overview</a></p></li> |
| <li><p><a class="reference internal" href="#example-datasync-1-py" id="id4">example_datasync_1.py</a></p></li> |
| <li><p><a class="reference internal" href="#example-datasync-2-py" id="id5">example_datasync_2.py</a></p></li> |
| <li><p><a class="reference internal" href="#operator-behaviour" id="id6">Operator behaviour</a></p></li> |
| <li><p><a class="reference internal" href="#reference" id="id7">Reference</a></p></li> |
| </ul> |
| </div> |
| <div class="section" id="overview"> |
| <h2><a class="toc-backref" href="#id3">Overview</a><a class="headerlink" href="#overview" title="Permalink to this headline">¶</a></h2> |
| <p>Two example_dags are provided which showcase the |
| <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> |
| in action.</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p>example_datasync_1.py</p></li> |
| <li><p>example_datasync_2.py</p></li> |
| </ul> |
| </div></blockquote> |
| <p>Both examples use the <a class="reference internal" href="../_api/airflow/providers/amazon/aws/hooks/datasync/index.html#airflow.providers.amazon.aws.hooks.datasync.AWSDataSyncHook" title="airflow.providers.amazon.aws.hooks.datasync.AWSDataSyncHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncHook</span></code></a> |
| to create a boto3 DataSync client. This hook in turn uses the <a class="reference internal" href="../_api/airflow/providers/amazon/aws/hooks/base_aws/index.html#airflow.providers.amazon.aws.hooks.base_aws.AwsBaseHook" title="airflow.providers.amazon.aws.hooks.base_aws.AwsBaseHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">AwsBaseHook</span></code></a></p> |
| <p>Note this guide differentiates between an <em>Airflow task</em> (identified by a task_id on Airflow), |
| and an <em>AWS DataSync Task</em> (identified by a TaskArn on AWS).</p> |
| </div> |
| <div class="section" id="example-datasync-1-py"> |
| <h2><a class="toc-backref" href="#id4">example_datasync_1.py</a><a class="headerlink" href="#example-datasync-1-py" title="Permalink to this headline">¶</a></h2> |
| <div class="section" id="purpose"> |
| <h3>Purpose<a class="headerlink" href="#purpose" title="Permalink to this headline">¶</a></h3> |
| <p>With this DAG we show approaches catering for two simple use cases.</p> |
| <p>1.1 Specify a TaskARN to be executed. |
| 1.2 Find an AWS DataSync TaskArn based on source and destination URIs, and execute it.</p> |
| </div> |
| <div class="section" id="environment-variables"> |
| <h3>Environment variables<a class="headerlink" href="#environment-variables" title="Permalink to this headline">¶</a></h3> |
| <p>These examples rely on the following variables, which can be passed via OS environment variables.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_1.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_1.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">TASK_ARN</span> <span class="o">=</span> <span class="n">getenv</span><span class="p">(</span><span class="s2">"TASK_ARN"</span><span class="p">,</span> <span class="s2">"my_aws_datasync_task_arn"</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_1.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_1.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">SOURCE_LOCATION_URI</span> <span class="o">=</span> <span class="n">getenv</span><span class="p">(</span><span class="s2">"SOURCE_LOCATION_URI"</span><span class="p">,</span> <span class="s2">"smb://hostname/directory/"</span><span class="p">)</span> |
| |
| <span class="n">DESTINATION_LOCATION_URI</span> <span class="o">=</span> <span class="n">getenv</span><span class="p">(</span><span class="s2">"DESTINATION_LOCATION_URI"</span><span class="p">,</span> <span class="s2">"s3://mybucket/prefix"</span><span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="get-datasync-tasks"> |
| <h3>Get DataSync Tasks<a class="headerlink" href="#get-datasync-tasks" title="Permalink to this headline">¶</a></h3> |
| <p>The <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> can execute a specific |
| TaskArn by specifying the <code class="docutils literal notranslate"><span class="pre">task_arn</span></code> parameter. This is useful when you know the TaskArn you want to execute.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_1.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_1.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">datasync_task_1</span> <span class="o">=</span> <span class="n">AWSDataSyncOperator</span><span class="p">(</span> |
| <span class="n">aws_conn_id</span><span class="o">=</span><span class="s2">"aws_default"</span><span class="p">,</span> <span class="n">task_id</span><span class="o">=</span><span class="s2">"datasync_task_1"</span><span class="p">,</span> <span class="n">task_arn</span><span class="o">=</span><span class="n">TASK_ARN</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Alternatively, the operator can search in AWS DataSync for a Task based on |
| <code class="docutils literal notranslate"><span class="pre">source_location_uri</span></code> and <code class="docutils literal notranslate"><span class="pre">destination_location_uri</span></code>. For example, your |
| <code class="docutils literal notranslate"><span class="pre">source_location_uri</span></code> might point to your on-premises SMB / NFS share, and your |
| <code class="docutils literal notranslate"><span class="pre">destination_location_uri</span></code> might be an S3 bucket.</p> |
| <p>In AWS, DataSync Tasks are linked to source and destination Locations. A location has a LocationURI and |
| is referenced by a LocationArn much like other AWS resources. |
| The <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> |
| can iterate all DataSync Tasks for their source and destination LocationArns. Then it checks |
| each LocationArn to see if its the URIs match the desired source / destination URI.</p> |
| <p>To perform a search based on the Location URIs, define the task as follows</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_1.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_1.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">datasync_task_2</span> <span class="o">=</span> <span class="n">AWSDataSyncOperator</span><span class="p">(</span> |
| <span class="n">aws_conn_id</span><span class="o">=</span><span class="s2">"aws_default"</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"datasync_task_2"</span><span class="p">,</span> |
| <span class="n">source_location_uri</span><span class="o">=</span><span class="n">SOURCE_LOCATION_URI</span><span class="p">,</span> |
| <span class="n">destination_location_uri</span><span class="o">=</span><span class="n">DESTINATION_LOCATION_URI</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Note: The above configuration assumes there is always exactly one DataSync TaskArn in AWS that matches. |
| It will fail if either there were no matching TaskArns or if there were more than one matching TaskArn |
| defined already in AWS DataSync. You may want to add additional logic to handle other cases |
| - see example_datasync_2 and the <a class="reference internal" href="#operator-behaviour">Operator behaviour</a> section.</p> |
| </div> |
| </div> |
| <div class="section" id="example-datasync-2-py"> |
| <h2><a class="toc-backref" href="#id5">example_datasync_2.py</a><a class="headerlink" href="#example-datasync-2-py" title="Permalink to this headline">¶</a></h2> |
| <div class="section" id="id1"> |
| <h3>Purpose<a class="headerlink" href="#id1" title="Permalink to this headline">¶</a></h3> |
| <p>Show how DataSync Tasks and Locations can be automatically created, deleted and updated using the |
| <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a>.</p> |
| <p>Find and update a DataSync Task, or create one if it doesn't exist. Update the Task, then execute it. |
| Finally, delete it.</p> |
| </div> |
| <div class="section" id="id2"> |
| <h3>Environment variables<a class="headerlink" href="#id2" title="Permalink to this headline">¶</a></h3> |
| <p>This example relies on the following variables, which can be passed via OS environment variables.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_2.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_2.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="n">SOURCE_LOCATION_URI</span> <span class="o">=</span> <span class="n">getenv</span><span class="p">(</span><span class="s2">"SOURCE_LOCATION_URI"</span><span class="p">,</span> <span class="s2">"smb://hostname/directory/"</span><span class="p">)</span> |
| |
| <span class="n">DESTINATION_LOCATION_URI</span> <span class="o">=</span> <span class="n">getenv</span><span class="p">(</span><span class="s2">"DESTINATION_LOCATION_URI"</span><span class="p">,</span> <span class="s2">"s3://mybucket/prefix"</span><span class="p">)</span> |
| |
| <span class="n">default_create_task_kwargs</span> <span class="o">=</span> <span class="s1">'{"Name": "Created by Airflow"}'</span> |
| <span class="n">CREATE_TASK_KWARGS</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">getenv</span><span class="p">(</span><span class="s2">"CREATE_TASK_KWARGS"</span><span class="p">,</span> <span class="n">default_create_task_kwargs</span><span class="p">))</span> |
| |
| <span class="n">default_create_source_location_kwargs</span> <span class="o">=</span> <span class="s2">"</span><span class="si">{}</span><span class="s2">"</span> |
| <span class="n">CREATE_SOURCE_LOCATION_KWARGS</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span> |
| <span class="n">getenv</span><span class="p">(</span><span class="s2">"CREATE_SOURCE_LOCATION_KWARGS"</span><span class="p">,</span> <span class="n">default_create_source_location_kwargs</span><span class="p">)</span> |
| <span class="p">)</span> |
| |
| <span class="n">bucket_access_role_arn</span> <span class="o">=</span> <span class="s2">"arn:aws:iam::11112223344:role/r-11112223344-my-bucket-access-role"</span> |
| <span class="n">default_destination_location_kwargs</span> <span class="o">=</span> <span class="s2">"""</span><span class="se">\</span> |
| <span class="s2">{"S3BucketArn": "arn:aws:s3:::mybucket",</span> |
| <span class="s2"> "S3Config": {"BucketAccessRoleArn":</span> |
| <span class="s2"> "arn:aws:iam::11112223344:role/r-11112223344-my-bucket-access-role"}</span> |
| <span class="s2">}"""</span> |
| <span class="n">CREATE_DESTINATION_LOCATION_KWARGS</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span> |
| <span class="n">getenv</span><span class="p">(</span><span class="s2">"CREATE_DESTINATION_LOCATION_KWARGS"</span><span class="p">,</span> <span class="n">re</span><span class="o">.</span><span class="n">sub</span><span class="p">(</span><span class="sa">r</span><span class="s2">"[\s+]"</span><span class="p">,</span> <span class="s1">''</span><span class="p">,</span> <span class="n">default_destination_location_kwargs</span><span class="p">))</span> |
| <span class="p">)</span> |
| |
| <span class="n">default_update_task_kwargs</span> <span class="o">=</span> <span class="s1">'{"Name": "Updated by Airflow"}'</span> |
| <span class="n">UPDATE_TASK_KWARGS</span> <span class="o">=</span> <span class="n">json</span><span class="o">.</span><span class="n">loads</span><span class="p">(</span><span class="n">getenv</span><span class="p">(</span><span class="s2">"UPDATE_TASK_KWARGS"</span><span class="p">,</span> <span class="n">default_update_task_kwargs</span><span class="p">))</span> |
| |
| </pre></div> |
| </div> |
| </div> |
| </div> |
| <div class="section" id="get-create-update-run-and-delete-datasync-tasks"> |
| <h3>Get, Create, Update, Run and Delete DataSync Tasks<a class="headerlink" href="#get-create-update-run-and-delete-datasync-tasks" title="Permalink to this headline">¶</a></h3> |
| <p>The <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> is used |
| as before but with some extra arguments.</p> |
| <p>Most of the arguments (<code class="docutils literal notranslate"><span class="pre">CREATE_*_KWARGS</span></code>) provide a way for the operator to automatically create a Task |
| and/or Locations if no suitable existing Task was found. If these are left to their default value (None) |
| then no create will be attempted.</p> |
| <div class="example-block-wrapper docutils container"> |
| <p class="example-header example-header--with-button"><span class="example-title">airflow/providers/amazon/aws/example_dags/example_datasync_2.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/airflow/providers/amazon/aws/example_dags/example_datasync_2.html"><span>View Source</span></a></p> |
| <div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">datasync_task</span> <span class="o">=</span> <span class="n">AWSDataSyncOperator</span><span class="p">(</span> |
| <span class="n">aws_conn_id</span><span class="o">=</span><span class="s2">"aws_default"</span><span class="p">,</span> |
| <span class="n">task_id</span><span class="o">=</span><span class="s2">"datasync_task"</span><span class="p">,</span> |
| <span class="n">source_location_uri</span><span class="o">=</span><span class="n">SOURCE_LOCATION_URI</span><span class="p">,</span> |
| <span class="n">destination_location_uri</span><span class="o">=</span><span class="n">DESTINATION_LOCATION_URI</span><span class="p">,</span> |
| <span class="n">create_task_kwargs</span><span class="o">=</span><span class="n">CREATE_TASK_KWARGS</span><span class="p">,</span> |
| <span class="n">create_source_location_kwargs</span><span class="o">=</span><span class="n">CREATE_SOURCE_LOCATION_KWARGS</span><span class="p">,</span> |
| <span class="n">create_destination_location_kwargs</span><span class="o">=</span><span class="n">CREATE_DESTINATION_LOCATION_KWARGS</span><span class="p">,</span> |
| <span class="n">update_task_kwargs</span><span class="o">=</span><span class="n">UPDATE_TASK_KWARGS</span><span class="p">,</span> |
| <span class="n">delete_task_after_execution</span><span class="o">=</span><span class="kc">True</span><span class="p">,</span> |
| <span class="p">)</span> |
| </pre></div> |
| </div> |
| </div> |
| <p>Note also the addition of <code class="docutils literal notranslate"><span class="pre">UPDATE_TASK_KWARGS</span></code>; if this is not None then it will be used to do an |
| update of the Task properties on AWS prior to the Task being executed.</p> |
| <p>Otherwise the behaviour is very similar to the first examples above. We want to identify a suitable TaskArn |
| based on some criteria (specified task_arn or source and dest URIs) and execute it. In this example, |
| the main differences are that we provide a way to create Tasks/Locations if none are found.</p> |
| <p>Also, because we specified <code class="docutils literal notranslate"><span class="pre">delete_task_after_execution=True</span></code>, the TaskArn will be deleted |
| from AWS DataSync after it completes successfully.</p> |
| </div> |
| </div> |
| <div class="section" id="operator-behaviour"> |
| <h2><a class="toc-backref" href="#id6">Operator behaviour</a><a class="headerlink" href="#operator-behaviour" title="Permalink to this headline">¶</a></h2> |
| <div class="section" id="datasync-task-execution-behaviour"> |
| <h3>DataSync Task execution behaviour<a class="headerlink" href="#datasync-task-execution-behaviour" title="Permalink to this headline">¶</a></h3> |
| <p>Once the <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> has identified |
| the correct TaskArn to run (either because you specified it, or because it was found), it will then be |
| executed. Whenever an AWS DataSync Task is executed it creates an AWS DataSync TaskExecution, identified |
| by a TaskExecutionArn.</p> |
| <p>The TaskExecutionArn will be monitored until completion (success / failure), and its status will be |
| periodically written to the Airflow task log.</p> |
| <p>After completion, the TaskExecution description is retrieved from AWS and dumped to the Airflow task log |
| for inspection.</p> |
| <p>Finally, both the TaskArn and the TaskExecutionArn are returned from the <code class="docutils literal notranslate"><span class="pre">execute()</span></code> method, and pushed to |
| an XCom automatically if <code class="docutils literal notranslate"><span class="pre">do_xcom_push=True</span></code>.</p> |
| <p>The <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> supports |
| optional passing of additional kwargs to the underlying <code class="docutils literal notranslate"><span class="pre">boto3.start_task_execution()</span></code> API. |
| This is done with the <code class="docutils literal notranslate"><span class="pre">task_execution_kwargs</span></code> parameter. |
| This is useful for example to limit bandwidth or filter included files - refer to the boto3 Datasync |
| documentation for more details.</p> |
| </div> |
| <div class="section" id="taskarn-selection-behaviour"> |
| <h3>TaskArn selection behaviour<a class="headerlink" href="#taskarn-selection-behaviour" title="Permalink to this headline">¶</a></h3> |
| <p>The <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> |
| may find 0, 1, or many AWS DataSync Tasks with a matching <code class="docutils literal notranslate"><span class="pre">source_location_uri</span></code> and |
| <code class="docutils literal notranslate"><span class="pre">destination_location_uri</span></code>. The operator must decide what to do in each of these scenarios.</p> |
| <p>To override the default behaviour, simply create an operator which inherits |
| <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> |
| and re-implement the <code class="docutils literal notranslate"><span class="pre">choose_task</span></code> and <code class="docutils literal notranslate"><span class="pre">choose_location</span></code> methods |
| to suit your use case.</p> |
| <p>Scenarios and behaviours:</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p>No suitable AWS DataSync Tasks found</p></li> |
| </ul> |
| </div></blockquote> |
| <p>If there were 0 suitable AWS DataSync Tasks found, the operator will try to create one. |
| This operator will use existing Locations if any are found which match the source or destination |
| location uri that were specified. Or, if either location has no matching LocationArn in AWS then |
| the operator will attempt to create new Location/s if suitable kwargs were provided to do so.</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p>1 AWS DataSync Task found</p></li> |
| </ul> |
| </div></blockquote> |
| <p>This is the simplest scenario - just use the one DataSync Task that was found :).</p> |
| <blockquote> |
| <div><ul class="simple"> |
| <li><p>More than one AWS DataSync Tasks found</p></li> |
| </ul> |
| </div></blockquote> |
| <p>The operator will raise an Exception. To avoid this, you can set <code class="docutils literal notranslate"><span class="pre">allow_random_task_choice=True</span></code> |
| to randomly choose from candidate Tasks. Alternatively you can subclass this operator |
| and re-implement the <code class="docutils literal notranslate"><span class="pre">choose_task</span></code> method with your own algorithm.</p> |
| </div> |
| <div class="section" id="taskarn-creation-behaviour"> |
| <h3>TaskArn creation behaviour<a class="headerlink" href="#taskarn-creation-behaviour" title="Permalink to this headline">¶</a></h3> |
| <p>When creating a Task, the |
| <a class="reference internal" href="../_api/airflow/providers/amazon/aws/operators/datasync/index.html#airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator" title="airflow.providers.amazon.aws.operators.datasync.AWSDataSyncOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">AWSDataSyncOperator</span></code></a> will try to find |
| and use existing LocationArns rather than creating new ones. If multiple LocationArns match the |
| specified URIs then we need to choose one to use. In this scenario, the operator behaves similarly |
| to how it chooses a single Task from many Tasks:</p> |
| <p>The operator will raise an Exception. To avoid this, you can set <code class="docutils literal notranslate"><span class="pre">allow_random_location_choice=True</span></code> |
| to randomly choose from candidate Locations. Alternatively you can subclass this operator |
| and re-implement the <code class="docutils literal notranslate"><span class="pre">choose_location</span></code> method with your own algorithm.</p> |
| </div> |
| </div> |
| <div class="section" id="reference"> |
| <h2><a class="toc-backref" href="#id7">Reference</a><a class="headerlink" href="#reference" title="Permalink to this headline">¶</a></h2> |
| <p>For further information, look at:</p> |
| <ul class="simple"> |
| <li><p><a class="reference external" href="https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/datasync.html">AWS boto3 Library Documentation</a></p></li> |
| </ul> |
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| <li><a class="reference internal" href="#">AWS DataSync Operator</a><ul> |
| <li><a class="reference internal" href="#overview">Overview</a></li> |
| <li><a class="reference internal" href="#example-datasync-1-py">example_datasync_1.py</a><ul> |
| <li><a class="reference internal" href="#purpose">Purpose</a></li> |
| <li><a class="reference internal" href="#environment-variables">Environment variables</a></li> |
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| <li><a class="reference internal" href="#get-create-update-run-and-delete-datasync-tasks">Get, Create, Update, Run and Delete DataSync Tasks</a></li> |
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