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  <div class="section" id="module-airflow.contrib.operators.sagemaker_endpoint_operator">
<span id="airflow-contrib-operators-sagemaker-endpoint-operator"></span><h1><a class="reference internal" href="#module-airflow.contrib.operators.sagemaker_endpoint_operator" title="airflow.contrib.operators.sagemaker_endpoint_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_endpoint_operator</span></code></a><a class="headerlink" href="#module-airflow.contrib.operators.sagemaker_endpoint_operator" title="Permalink to this headline">¶</a></h1>
<div class="section" id="module-contents">
<h2>Module Contents<a class="headerlink" href="#module-contents" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.sagemaker_endpoint_operator.</code><code class="sig-name descname">SageMakerEndpointOperator</code><span class="sig-paren">(</span><em class="sig-param">config</em>, <em class="sig-param">wait_for_completion=True</em>, <em class="sig-param">check_interval=30</em>, <em class="sig-param">max_ingestion_time=None</em>, <em class="sig-param">operation='create'</em>, <em class="sig-param">*args</em>, <em class="sig-param">**kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/sagemaker_endpoint_operator.html#SageMakerEndpointOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../sagemaker_base_operator/index.html#airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator" title="airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.operators.sagemaker_base_operator.SageMakerBaseOperator</span></code></a></p>
<p>Create a SageMaker endpoint.</p>
<p>This operator returns The ARN of the endpoint created in Amazon SageMaker</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>config</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – <p>The configuration necessary to create an endpoint.</p>
<p>If you need to create a SageMaker endpoint based on an existed
SageMaker model and an existed SageMaker endpoint config:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="n">endpoint_configuration</span><span class="p">;</span>
</pre></div>
</div>
<p>If you need to create all of SageMaker model, SageMaker endpoint-config and SageMaker endpoint:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">config</span> <span class="o">=</span> <span class="p">{</span>
    <span class="s1">&#39;Model&#39;</span><span class="p">:</span> <span class="n">model_configuration</span><span class="p">,</span>
    <span class="s1">&#39;EndpointConfig&#39;</span><span class="p">:</span> <span class="n">endpoint_config_configuration</span><span class="p">,</span>
    <span class="s1">&#39;Endpoint&#39;</span><span class="p">:</span> <span class="n">endpoint_configuration</span>
<span class="p">}</span>
</pre></div>
</div>
<p>For details of the configuration parameter of model_configuration see
<a class="reference external" href="https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker.Client.create_model" title="(in Boto 3 Docs v1.11.12)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SageMaker.Client.create_model()</span></code></a></p>
<p>For details of the configuration parameter of endpoint_config_configuration see
<a class="reference external" href="https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker.Client.create_endpoint_config" title="(in Boto 3 Docs v1.11.12)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SageMaker.Client.create_endpoint_config()</span></code></a></p>
<p>For details of the configuration parameter of endpoint_configuration see
<a class="reference external" href="https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sagemaker.html#SageMaker.Client.create_endpoint" title="(in Boto 3 Docs v1.11.12)"><code class="xref py py-meth docutils literal notranslate"><span class="pre">SageMaker.Client.create_endpoint()</span></code></a></p>
</p></li>
<li><p><strong>aws_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – The AWS connection ID to use.</p></li>
<li><p><strong>wait_for_completion</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – Whether the operator should wait until the endpoint creation finishes.</p></li>
<li><p><strong>check_interval</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – If wait is set to True, this is the time interval, in seconds, that this operation
waits before polling the status of the endpoint creation.</p></li>
<li><p><strong>max_ingestion_time</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.8)"><em>int</em></a>) – If wait is set to True, this operation fails if the endpoint creation doesn’t
finish within max_ingestion_time seconds. If you set this parameter to None it never times out.</p></li>
<li><p><strong>operation</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – Whether to create an endpoint or update an endpoint. Must be either ‘create or ‘update’.</p></li>
</ul>
</dd>
</dl>
<dl class="method">
<dt id="airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.create_integer_fields">
<code class="sig-name descname">create_integer_fields</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/sagemaker_endpoint_operator.html#SageMakerEndpointOperator.create_integer_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.create_integer_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.expand_role">
<code class="sig-name descname">expand_role</code><span class="sig-paren">(</span><em class="sig-param">self</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/sagemaker_endpoint_operator.html#SageMakerEndpointOperator.expand_role"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.expand_role" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.execute">
<code class="sig-name descname">execute</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">context</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/sagemaker_endpoint_operator.html#SageMakerEndpointOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.sagemaker_endpoint_operator.SageMakerEndpointOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

</dd></dl>

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