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  <div class="section" id="module-airflow.contrib.operators.azure_container_instances_operator">
<span id="airflow-contrib-operators-azure-container-instances-operator"></span><h1><a class="reference internal" href="#module-airflow.contrib.operators.azure_container_instances_operator" title="airflow.contrib.operators.azure_container_instances_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.azure_container_instances_operator</span></code></a><a class="headerlink" href="#module-airflow.contrib.operators.azure_container_instances_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="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.Volume">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">Volume</code><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#Volume"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.Volume" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.DEFAULT_ENVIRONMENT_VARIABLES">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">DEFAULT_ENVIRONMENT_VARIABLES</code><em class="property"> :Dict[str, str]</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#DEFAULT_ENVIRONMENT_VARIABLES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.DEFAULT_ENVIRONMENT_VARIABLES" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.DEFAULT_SECURED_VARIABLES">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">DEFAULT_SECURED_VARIABLES</code><em class="property"> :Sequence[str] = []</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#DEFAULT_SECURED_VARIABLES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.DEFAULT_SECURED_VARIABLES" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.DEFAULT_VOLUMES">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">DEFAULT_VOLUMES</code><em class="property"> :Sequence[Volume] = []</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#DEFAULT_VOLUMES"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.DEFAULT_VOLUMES" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.DEFAULT_MEMORY_IN_GB">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">DEFAULT_MEMORY_IN_GB</code><em class="property"> = 2.0</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#DEFAULT_MEMORY_IN_GB"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.DEFAULT_MEMORY_IN_GB" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="data">
<dt id="airflow.contrib.operators.azure_container_instances_operator.DEFAULT_CPU">
<code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">DEFAULT_CPU</code><em class="property"> = 1.0</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#DEFAULT_CPU"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.DEFAULT_CPU" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="class">
<dt id="airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.azure_container_instances_operator.</code><code class="sig-name descname">AzureContainerInstancesOperator</code><span class="sig-paren">(</span><em class="sig-param">ci_conn_id</em>, <em class="sig-param">registry_conn_id</em>, <em class="sig-param">resource_group</em>, <em class="sig-param">name</em>, <em class="sig-param">image</em>, <em class="sig-param">region</em>, <em class="sig-param">environment_variables=None</em>, <em class="sig-param">secured_variables=None</em>, <em class="sig-param">volumes=None</em>, <em class="sig-param">memory_in_gb=None</em>, <em class="sig-param">cpu=None</em>, <em class="sig-param">gpu=None</em>, <em class="sig-param">command=None</em>, <em class="sig-param">remove_on_error=True</em>, <em class="sig-param">fail_if_exists=True</em>, <em class="sig-param">tags=None</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/azure_container_instances_operator.html#AzureContainerInstancesOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/index.html#airflow.models.BaseOperator" title="airflow.models.BaseOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.BaseOperator</span></code></a></p>
<p>Start a container on Azure Container Instances</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>ci_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>) – connection id of a service principal which will be used
to start the container instance</p></li>
<li><p><strong>registry_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>) – connection id of a user which can login to a
private docker registry. If None, we assume a public registry</p></li>
<li><p><strong>resource_group</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 resource group wherein this container
instance should be started</p></li>
<li><p><strong>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 this container instance. Please note this name has
to be unique in order to run containers in parallel.</p></li>
<li><p><strong>image</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 docker image to be used</p></li>
<li><p><strong>region</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 region wherein this container instance should be started</p></li>
<li><p><strong>environment_variables</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a>) – key,value pairs containing environment
variables which will be passed to the running container</p></li>
<li><p><strong>secured_variables</strong> (<em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – names of environmental variables that should not
be exposed outside the container (typically passwords).</p></li>
<li><p><strong>volumes</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#list" title="(in Python v3.8)"><em>list</em></a><em>[</em><em>&lt;conn_id</em><em>, </em><em>account_name</em><em>, </em><em>share_name</em><em>, </em><em>mount_path</em><em>, </em><em>read_only&gt;</em><em>]</em>) – list of <code class="docutils literal notranslate"><span class="pre">Volume</span></code> tuples to be mounted to the container.
Currently only Azure Fileshares are supported.</p></li>
<li><p><strong>memory_in_gb</strong> (<em>double</em>) – the amount of memory to allocate to this container</p></li>
<li><p><strong>cpu</strong> (<em>double</em>) – the number of cpus to allocate to this container</p></li>
<li><p><strong>gpu</strong> (<em>azure.mgmt.containerinstance.models.GpuResource</em>) – GPU Resource for the container.</p></li>
<li><p><strong>command</strong> (<em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – the command to run inside the container</p></li>
<li><p><strong>container_timeout</strong> (<a class="reference external" href="https://docs.python.org/3/library/datetime.html#datetime.timedelta" title="(in Python v3.8)"><em>datetime.timedelta</em></a>) – max time allowed for the execution of
the container instance.</p></li>
<li><p><strong>tags</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.8)"><em>dict</em></a><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>, </em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.8)"><em>str</em></a><em>]</em>) – azure tags as dict of str:str</p></li>
</ul>
</dd>
</dl>
<p><strong>Example</strong>:</p>
<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="n">AzureContainerInstancesOperator</span><span class="p">(</span>
    <span class="s2">&quot;azure_service_principal&quot;</span><span class="p">,</span>
    <span class="s2">&quot;azure_registry_user&quot;</span><span class="p">,</span>
    <span class="s2">&quot;my-resource-group&quot;</span><span class="p">,</span>
    <span class="s2">&quot;my-container-name-{{ ds }}&quot;</span><span class="p">,</span>
    <span class="s2">&quot;myprivateregistry.azurecr.io/my_container:latest&quot;</span><span class="p">,</span>
    <span class="s2">&quot;westeurope&quot;</span><span class="p">,</span>
    <span class="p">{</span><span class="s2">&quot;MODEL_PATH&quot;</span><span class="p">:</span>  <span class="s2">&quot;my_value&quot;</span><span class="p">,</span>
     <span class="s2">&quot;POSTGRES_LOGIN&quot;</span><span class="p">:</span> <span class="s2">&quot;{{ macros.connection(&#39;postgres_default&#39;).login }}&quot;</span>
     <span class="s2">&quot;POSTGRES_PASSWORD&quot;</span><span class="p">:</span> <span class="s2">&quot;{{ macros.connection(&#39;postgres_default&#39;).password }}&quot;</span><span class="p">,</span>
     <span class="s2">&quot;JOB_GUID&quot;</span><span class="p">:</span> <span class="s2">&quot;{{ ti.xcom_pull(task_ids=&#39;task1&#39;, key=&#39;guid&#39;) }}&quot;</span> <span class="p">},</span>
    <span class="p">[</span><span class="s1">&#39;POSTGRES_PASSWORD&#39;</span><span class="p">],</span>
    <span class="p">[(</span><span class="s2">&quot;azure_wasb_conn_id&quot;</span><span class="p">,</span>
    <span class="s2">&quot;my_storage_container&quot;</span><span class="p">,</span>
    <span class="s2">&quot;my_fileshare&quot;</span><span class="p">,</span>
    <span class="s2">&quot;/input-data&quot;</span><span class="p">,</span>
    <span class="kc">True</span><span class="p">),],</span>
    <span class="n">memory_in_gb</span><span class="o">=</span><span class="mf">14.0</span><span class="p">,</span>
    <span class="n">cpu</span><span class="o">=</span><span class="mf">4.0</span><span class="p">,</span>
    <span class="n">gpu</span><span class="o">=</span><span class="n">GpuResource</span><span class="p">(</span><span class="n">count</span><span class="o">=</span><span class="mi">1</span><span class="p">,</span> <span class="n">sku</span><span class="o">=</span><span class="s1">&#39;K80&#39;</span><span class="p">),</span>
    <span class="n">command</span><span class="o">=</span><span class="p">[</span><span class="s2">&quot;/bin/echo&quot;</span><span class="p">,</span> <span class="s2">&quot;world&quot;</span><span class="p">],</span>
    <span class="n">container_timeout</span><span class="o">=</span><span class="n">timedelta</span><span class="p">(</span><span class="n">hours</span><span class="o">=</span><span class="mi">2</span><span class="p">),</span>
    <span class="n">task_id</span><span class="o">=</span><span class="s2">&quot;start_container&quot;</span>
<span class="p">)</span>
</pre></div>
</div>
<dl class="attribute">
<dt id="airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> = ['name', 'image', 'command', 'environment_variables']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/azure_container_instances_operator.html#AzureContainerInstancesOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator.template_fields" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

<dl class="method">
<dt id="airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator.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/azure_container_instances_operator.html#AzureContainerInstancesOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.azure_container_instances_operator.AzureContainerInstancesOperator.execute" title="Permalink to this definition">¶</a></dt>
<dd></dd></dl>

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

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

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

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

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