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<li class="toctree-l6 current"><a class="current reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.python</span></code></a><ul>
<li class="toctree-l7"><a class="reference internal" href="#module-contents">Module Contents</a><ul>
<li class="toctree-l8"><a class="reference internal" href="#classes">Classes</a></li>
<li class="toctree-l8"><a class="reference internal" href="#functions">Functions</a><ul>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.task">task</a></li>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.PythonOperator">PythonOperator</a><ul>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.template_fields">template_fields</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.template_fields_renderers">template_fields_renderers</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.BLUE">BLUE</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.ui_color">ui_color</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.shallow_copy_attrs">shallow_copy_attrs</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.mapped_arguments_validated_by_init">mapped_arguments_validated_by_init</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.execute">execute</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.determine_kwargs">determine_kwargs</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonOperator.execute_callable">execute_callable</a></li>
</ul>
</li>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.BranchPythonOperator">BranchPythonOperator</a><ul>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.BranchPythonOperator.execute">execute</a></li>
</ul>
</li>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.ShortCircuitOperator">ShortCircuitOperator</a><ul>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.ShortCircuitOperator.execute">execute</a></li>
</ul>
</li>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator">PythonVirtualenvOperator</a><ul>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.template_fields">template_fields</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.template_ext">template_ext</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.BASE_SERIALIZABLE_CONTEXT_KEYS">BASE_SERIALIZABLE_CONTEXT_KEYS</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.PENDULUM_SERIALIZABLE_CONTEXT_KEYS">PENDULUM_SERIALIZABLE_CONTEXT_KEYS</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.AIRFLOW_SERIALIZABLE_CONTEXT_KEYS">AIRFLOW_SERIALIZABLE_CONTEXT_KEYS</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.execute">execute</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.determine_kwargs">determine_kwargs</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.execute_callable">execute_callable</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.get_python_source">get_python_source</a></li>
<li class="toctree-l10"><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator.__deepcopy__">__deepcopy__</a></li>
</ul>
</li>
<li class="toctree-l9"><a class="reference internal" href="#airflow.operators.python.get_current_context">get_current_context</a></li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
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<div class="section" id="module-airflow.operators.python">
<span id="airflow-operators-python"></span><h1><a class="reference internal" href="#module-airflow.operators.python" title="airflow.operators.python"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.operators.python</span></code></a><a class="headerlink" href="#module-airflow.operators.python" 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>
<div class="section" id="classes">
<h3>Classes<a class="headerlink" href="#classes" title="Permalink to this headline">¶</a></h3>
<table class="autosummary longtable docutils align-default">
<colgroup>
<col style="width: 10%" />
<col style="width: 90%" />
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="#airflow.operators.python.PythonOperator" title="airflow.operators.python.PythonOperator"><code class="xref py py-obj docutils literal notranslate"><span class="pre">PythonOperator</span></code></a></p></td>
<td><p>Executes a Python callable</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="#airflow.operators.python.BranchPythonOperator" title="airflow.operators.python.BranchPythonOperator"><code class="xref py py-obj docutils literal notranslate"><span class="pre">BranchPythonOperator</span></code></a></p></td>
<td><p>Allows a workflow to "branch" or follow a path following the execution</p></td>
</tr>
<tr class="row-odd"><td><p><a class="reference internal" href="#airflow.operators.python.ShortCircuitOperator" title="airflow.operators.python.ShortCircuitOperator"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ShortCircuitOperator</span></code></a></p></td>
<td><p>Allows a pipeline to continue based on the result of a <code class="docutils literal notranslate"><span class="pre">python_callable</span></code>.</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="#airflow.operators.python.PythonVirtualenvOperator" title="airflow.operators.python.PythonVirtualenvOperator"><code class="xref py py-obj docutils literal notranslate"><span class="pre">PythonVirtualenvOperator</span></code></a></p></td>
<td><p>Allows one to run a function in a virtualenv that is created and destroyed</p></td>
</tr>
</tbody>
</table>
</div>
<div class="section" id="functions">
<h3>Functions<a class="headerlink" href="#functions" title="Permalink to this headline">¶</a></h3>
<table class="autosummary longtable docutils align-default">
<colgroup>
<col style="width: 10%" />
<col style="width: 90%" />
</colgroup>
<tbody>
<tr class="row-odd"><td><p><a class="reference internal" href="#airflow.operators.python.task" title="airflow.operators.python.task"><code class="xref py py-obj docutils literal notranslate"><span class="pre">task</span></code></a>(python_callable = None, multiple_outputs = None, **kwargs)</p></td>
<td><p>Deprecated function that calls @task.python and allows users to turn a python function into</p></td>
</tr>
<tr class="row-even"><td><p><a class="reference internal" href="#airflow.operators.python.get_current_context" title="airflow.operators.python.get_current_context"><code class="xref py py-obj docutils literal notranslate"><span class="pre">get_current_context</span></code></a>()</p></td>
<td><p>Obtain the execution context for the currently executing operator without</p></td>
</tr>
</tbody>
</table>
<dl class="py function">
<dt class="sig sig-object py" id="airflow.operators.python.task">
<span class="sig-prename descclassname"><span class="pre">airflow.operators.python.</span></span><span class="sig-name descname"><span class="pre">task</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">python_callable</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">multiple_outputs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/operators/python.html#task"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#airflow.operators.python.task" title="Permalink to this definition">¶</a></dt>
<dd><p>Deprecated function that calls @task.python and allows users to turn a python function into
an Airflow task. Please use the following instead:</p>
<p>from airflow.decorators import task</p>
<p>@task
def my_task()</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>python_callable</strong> (<em>Optional</em><em>[</em><em>Callable</em><em>]</em>) – A reference to an object that is callable</p></li>
<li><p><strong>op_kwargs</strong> – a dictionary of keyword arguments that will get unpacked
in your function (templated)</p></li>
<li><p><strong>op_args</strong> – a list of positional arguments that will get unpacked when
calling your callable (templated)</p></li>
<li><p><strong>multiple_outputs</strong> (<em>Optional</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.10)"><em>bool</em></a><em>]</em>) – if set, function return value will be
unrolled to multiple XCom values. Dict will unroll to xcom values with keys as keys.
Defaults to False.</p></li>
</ul>
</dd>
<dt class="field-even">Returns</dt>
<dd class="field-even"><p></p>
</dd>
</dl>
</dd></dl>
<dl class="py class">
<dt class="sig sig-object py" id="airflow.operators.python.PythonOperator">
<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">airflow.operators.python.</span></span><span class="sig-name descname"><span class="pre">PythonOperator</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="o"><span class="pre">*</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">python_callable</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">op_args</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">op_kwargs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">templates_dict</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">templates_exts</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">show_return_value_in_logs</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">True</span></span></em>, <em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="../../../../_modules/airflow/operators/python.html#PythonOperator"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#airflow.operators.python.PythonOperator" title="Permalink to this definition">¶</a></dt>
<dd><p>Bases: <a class="reference internal" href="../../models/baseoperator/index.html#airflow.models.baseoperator.BaseOperator" title="airflow.models.baseoperator.BaseOperator"><code class="xref py py-obj docutils literal notranslate"><span class="pre">airflow.models.baseoperator.BaseOperator</span></code></a></p>
<p>Executes a Python callable</p>
<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p>For more information on how to use this operator, take a look at the guide:
<a class="reference internal" href="../../../../howto/operator/python.html#howto-operator-pythonoperator"><span class="std std-ref">PythonOperator</span></a></p>
</div>
<p>When running your callable, Airflow will pass a set of keyword arguments that can be used in your
function. This set of kwargs correspond exactly to what you can use in your jinja templates.
For this to work, you need to define <code class="docutils literal notranslate"><span class="pre">**kwargs</span></code> in your function header, or you can add directly the
keyword arguments you would like to get - for example with the below code your callable will get
the values of <code class="docutils literal notranslate"><span class="pre">ti</span></code> and <code class="docutils literal notranslate"><span class="pre">next_ds</span></code> context variables.</p>
<p>With explicit arguments:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">my_python_callable</span><span class="p">(</span><span class="n">ti</span><span class="p">,</span> <span class="n">next_ds</span><span class="p">):</span>
<span class="k">pass</span>
</pre></div>
</div>
<p>With kwargs:</p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><span class="k">def</span> <span class="nf">my_python_callable</span><span class="p">(</span><span class="o">**</span><span class="n">kwargs</span><span class="p">):</span>
<span class="n">ti</span> <span class="o">=</span> <span class="n">kwargs</span><span class="p">[</span><span class="s2">"ti"</span><span class="p">]</span>
<span class="n">next_ds</span> <span class="o">=</span> <span class="n">kwargs</span><span class="p">[</span><span class="s2">"next_ds"</span><span class="p">]</span>
</pre></div>
</div>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><ul class="simple">
<li><p><strong>python_callable</strong> (<em>Callable</em>) – A reference to an object that is callable</p></li>
<li><p><strong>op_kwargs</strong> (<em>Optional</em><em>[</em><em>Mapping</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a><em>, </em><em>Any</em><em>]</em><em>]</em>) – a dictionary of keyword arguments that will get unpacked
in your function</p></li>
<li><p><strong>op_args</strong> (<em>Optional</em><em>[</em><em>Collection</em><em>[</em><em>Any</em><em>]</em><em>]</em>) – a list of positional arguments that will get unpacked when
calling your callable</p></li>
<li><p><strong>templates_dict</strong> (<em>Optional</em><em>[</em><em>Dict</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a><em>, </em><em>Any</em><em>]</em><em>]</em>) – a dictionary where the values are templates that
will get templated by the Airflow engine sometime between
<code class="docutils literal notranslate"><span class="pre">__init__</span></code> and <code class="docutils literal notranslate"><span class="pre">execute</span></code> takes place and are made available
in your callable’s context after the template has been applied. (templated)</p></li>
<li><p><strong>templates_exts</strong> (<em>Optional</em><em>[</em><em>Sequence</em><em>[</em><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.10)"><em>str</em></a><em>]</em><em>]</em>) – a list of file extensions to resolve while
processing templated fields, for examples <code class="docutils literal notranslate"><span class="pre">['.sql',</span> <span class="pre">'.hql']</span></code></p></li>
<li><p><strong>show_return_value_in_logs</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.10)"><em>bool</em></a>) – a bool value whether to show return_value
logs. Defaults to True, which allows return value log output.
It can be set to False to prevent log output of return value when you return huge data
such as transmission a large amount of XCom to TaskAPI.</p></li>
</ul>
</dd>
</dl>
<dl class="py attribute">