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  <div class="section" id="module-airflow.contrib.sensors.sagemaker_training_sensor">
<span id="airflow-contrib-sensors-sagemaker-training-sensor"></span><h1><a class="reference internal" href="#module-airflow.contrib.sensors.sagemaker_training_sensor" title="airflow.contrib.sensors.sagemaker_training_sensor"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.sensors.sagemaker_training_sensor</span></code></a><a class="headerlink" href="#module-airflow.contrib.sensors.sagemaker_training_sensor" 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.sensors.sagemaker_training_sensor.SageMakerTrainingSensor">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.sensors.sagemaker_training_sensor.</code><code class="sig-name descname">SageMakerTrainingSensor</code><span class="sig-paren">(</span><em class="sig-param">job_name</em>, <em class="sig-param">print_log=True</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/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../sagemaker_base_sensor/index.html#airflow.contrib.sensors.sagemaker_base_sensor.SageMakerBaseSensor" title="airflow.contrib.sensors.sagemaker_base_sensor.SageMakerBaseSensor"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.sensors.sagemaker_base_sensor.SageMakerBaseSensor</span></code></a></p>
<p>Asks for the state of the training state until it reaches a terminal state.
If it fails the sensor errors, failing the task.</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>job_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a>) – name of the SageMaker training job to check the state of</p></li>
<li><p><strong>print_log</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.8)"><em>bool</em></a>) – if the operator should print the cloudwatch log</p></li>
</ul>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['job_name']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="attribute">
<dt id="airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.template_ext">
<code class="sig-name descname">template_ext</code><em class="property"> = []</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor.template_ext"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.template_ext" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

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

<dl class="method">
<dt id="airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.non_terminal_states">
<code class="sig-name descname">non_terminal_states</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/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor.non_terminal_states"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.non_terminal_states" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.failed_states">
<code class="sig-name descname">failed_states</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/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor.failed_states"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.failed_states" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.get_sagemaker_response">
<code class="sig-name descname">get_sagemaker_response</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/sensors/sagemaker_training_sensor.html#SageMakerTrainingSensor.get_sagemaker_response"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.sensors.sagemaker_training_sensor.SageMakerTrainingSensor.get_sagemaker_response" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

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

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

</dd></dl>

</div>
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