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<section id="databrickssqlstatementsoperator">
<span id="howto-operator-databrickssqlstatementsoperator"></span><h1 data-pagefind-weight="9.0">DatabricksSQLStatementsOperator<a class="headerlink" href="#databrickssqlstatementsoperator" title="Link to this heading"></a></h1>
<p>Use the <a class="reference internal" href="../_api/airflow/providers/databricks/operators/databricks/index.html#airflow.providers.databricks.operators.databricks.DatabricksSQLStatementsOperator" title="airflow.providers.databricks.operators.databricks.DatabricksSQLStatementsOperator"><code class="xref py py-class docutils literal notranslate"><span class="pre">DatabricksSQLStatementsOperator</span></code></a> to submit a
Databricks SQL Statement to Databricks using the
<a class="reference external" href="https://docs.databricks.com/api/workspace/statementexecution">Databricks SQL Statement Execution API</a>.</p>
<section id="using-the-operator">
<h2>Using the Operator<a class="headerlink" href="#using-the-operator" title="Link to this heading"></a></h2>
<p>The <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsOperator</span></code> submits SQL statements to Databricks using the
<a class="reference external" href="https://docs.databricks.com/api/workspace/statementexecution/executestatement">/api/2.0/sql/statements/</a> endpoint.
It supports configurable execution parameters such as warehouse selection, catalog, schema, and parameterized queries.
The operator can either synchronously poll for query completion or run in a deferrable mode for improved efficiency.</p>
<p>The only required parameters for using the operator are:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">statement</span></code> - The SQL statement to execute. The statement can optionally be parameterized, see parameters.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">warehouse_id</span></code> - Warehouse upon which to execute a statement.</p></li>
</ul>
<p>All other parameters are optional and described in the documentation for <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsOperator</span></code> including
but not limited to:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">catalog</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">schema</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">parameters</span></code></p></li>
</ul>
</section>
<section id="examples">
<h2>Examples<a class="headerlink" href="#examples" title="Link to this heading"></a></h2>
<p>An example usage of the <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsOperator</span></code> is as follows:</p>
<div class="example-block-wrapper compound">
<p class="example-header example-header--with-button"><span class="example-title">tests/system/databricks/example_databricks.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/tests/system/databricks/example_databricks.html"><span class="viewcode-link">[source]</span></a></p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="n">sql_statement</span> <span class="o">=</span> <span class="n">DatabricksSQLStatementsOperator</span><span class="p">(</span>
<span class="n">task_id</span><span class="o">=</span><span class="s2">&quot;sql_statement&quot;</span><span class="p">,</span>
<span class="n">databricks_conn_id</span><span class="o">=</span><span class="s2">&quot;databricks_default&quot;</span><span class="p">,</span>
<span class="n">statement</span><span class="o">=</span><span class="s2">&quot;select * from default.my_airflow_table&quot;</span><span class="p">,</span>
<span class="n">warehouse_id</span><span class="o">=</span><span class="n">WAREHOUSE_ID</span><span class="p">,</span>
<span class="c1"># deferrable=True, # For using the operator in deferrable mode</span>
<span class="p">)</span>
</pre></div>
</div>
</div>
</section>
</section>
<section id="databrickssqlstatementssensor">
<span id="howto-sensor-databrickssqlstatementssensor"></span><h1 data-pagefind-weight="9.0">DatabricksSQLStatementsSensor<a class="headerlink" href="#databrickssqlstatementssensor" title="Link to this heading"></a></h1>
<p>Use the <code class="xref py py-class docutils literal notranslate"><span class="pre">DatabricksSQLStatementsSensor</span></code> to either submit a
Databricks SQL Statement to Databricks using the
<a class="reference external" href="https://docs.databricks.com/api/workspace/statementexecution">Databricks SQL Statement Execution API</a>, or pass
a Statement ID to the Sensor and await for the query to terminate execution.</p>
<section id="using-the-sensor">
<h2>Using the Sensor<a class="headerlink" href="#using-the-sensor" title="Link to this heading"></a></h2>
<p>The <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsSensor</span></code> does one of two things. The Sensor can submit SQL statements to Databricks using
the <a class="reference external" href="https://docs.databricks.com/api/workspace/statementexecution/executestatement">/api/2.0/sql/statements/</a>
endpoint. However, the Sensor can also take the Statement ID of an already-submitted SQL Statement and handle the
response to that execution.</p>
<p>It supports configurable execution parameters such as warehouse selection, catalog, schema, and parameterized queries.
The operator can either synchronously poll for query completion or run in a deferrable mode for improved efficiency.</p>
<p>The only required parameters for using the Sensor are:</p>
<ul class="simple">
<li><p>One of <code class="docutils literal notranslate"><span class="pre">statement</span></code> or <code class="docutils literal notranslate"><span class="pre">statement_id</span></code> - The SQL statement to execute. The statement can optionally be
parameterized, see parameters.</p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">warehouse_id</span></code> - Warehouse upon which to execute a statement.</p></li>
</ul>
<p>All other parameters are optional and described in the documentation for <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsSensor</span></code> including
but not limited to:</p>
<ul class="simple">
<li><p><code class="docutils literal notranslate"><span class="pre">catalog</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">schema</span></code></p></li>
<li><p><code class="docutils literal notranslate"><span class="pre">parameters</span></code></p></li>
</ul>
</section>
<section id="id3">
<h2>Examples<a class="headerlink" href="#id3" title="Link to this heading"></a></h2>
<p>An example usage of the <code class="docutils literal notranslate"><span class="pre">DatabricksSQLStatementsSensor</span></code> is as follows:</p>
<div class="example-block-wrapper compound">
<p class="example-header example-header--with-button"><span class="example-title">tests/system/databricks/example_databricks_sensors.py</span><a class="example-header-button viewcode-button reference internal" href="../_modules/tests/system/databricks/example_databricks_sensors.html"><span class="viewcode-link">[source]</span></a></p>
<div class="highlight-python notranslate"><div class="highlight"><pre><span></span> <span class="c1"># Example of using the DatabricksSQLStatementSensor to wait for a query</span>
<span class="c1"># to successfully run.</span>
<span class="n">sql_statement_sensor</span> <span class="o">=</span> <span class="n">DatabricksSQLStatementsSensor</span><span class="p">(</span>
<span class="n">task_id</span><span class="o">=</span><span class="s2">&quot;sql_statement_sensor_task&quot;</span><span class="p">,</span>
<span class="n">databricks_conn_id</span><span class="o">=</span><span class="n">connection_id</span><span class="p">,</span>
<span class="n">warehouse_id</span><span class="o">=</span><span class="s2">&quot;warehouse_id&quot;</span><span class="p">,</span>
<span class="n">statement</span><span class="o">=</span><span class="s2">&quot;select * from default.my_airflow_table&quot;</span><span class="p">,</span>
<span class="c1"># deferrable=True, # For using the operator in deferrable mode</span>
<span class="p">)</span>
</pre></div>
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