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<div class="section" id="module-airflow.contrib.operators.qubole_operator">
<span id="airflow-contrib-operators-qubole-operator"></span><h1><a class="reference internal" href="#module-airflow.contrib.operators.qubole_operator" title="airflow.contrib.operators.qubole_operator"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.operators.qubole_operator</span></code></a><a class="headerlink" href="#module-airflow.contrib.operators.qubole_operator" title="Permalink to this headline"></a></h1>
<p><p>Qubole operator</p>
</p>
<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.qubole_operator.QDSLink">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.qubole_operator.</code><code class="sig-name descname">QDSLink</code><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QDSLink"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QDSLink" title="Permalink to this definition"></a></dt>
<dd><p>Bases: <a class="reference internal" href="../../../models/baseoperator/index.html#airflow.models.baseoperator.BaseOperatorLink" title="airflow.models.baseoperator.BaseOperatorLink"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.models.baseoperator.BaseOperatorLink</span></code></a></p>
<p>Link to QDS</p>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QDSLink.name">
<code class="sig-name descname">name</code><em class="property"> = Go to QDS</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QDSLink.name"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QDSLink.name" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QDSLink.get_link">
<code class="sig-name descname">get_link</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">operator</em>, <em class="sig-param">dttm</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QDSLink.get_link"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QDSLink.get_link" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
<dl class="class">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator">
<em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.operators.qubole_operator.</code><code class="sig-name descname">QuboleOperator</code><span class="sig-paren">(</span><em class="sig-param">qubole_conn_id='qubole_default'</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/qubole_operator.html#QuboleOperator"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator" 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-class docutils literal notranslate"><span class="pre">airflow.models.baseoperator.BaseOperator</span></code></a></p>
<p>Execute tasks (commands) on QDS (<a class="reference external" href="https://qubole.com">https://qubole.com</a>).</p>
<dl class="field-list simple">
<dt class="field-odd">Parameters</dt>
<dd class="field-odd"><p><strong>qubole_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 which consists of qds auth_token</p>
</dd>
</dl>
<dl>
<dt>kwargs:</dt><dd><dl class="field-list simple">
<dt class="field-odd">command_type</dt>
<dd class="field-odd"><p>type of command to be executed, e.g. hivecmd, shellcmd, hadoopcmd</p>
</dd>
<dt class="field-even">tags</dt>
<dd class="field-even"><p>array of tags to be assigned with the command</p>
</dd>
<dt class="field-odd">cluster_label</dt>
<dd class="field-odd"><p>cluster label on which the command will be executed</p>
</dd>
<dt class="field-even">name</dt>
<dd class="field-even"><p>name to be given to command</p>
</dd>
<dt class="field-odd">notify</dt>
<dd class="field-odd"><p>whether to send email on command completion or not (default is False)</p>
</dd>
</dl>
<p><strong>Arguments specific to command types</strong></p>
<dl class="simple">
<dt>hivecmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">query</dt>
<dd class="field-odd"><p>inline query statement</p>
</dd>
<dt class="field-even">script_location</dt>
<dd class="field-even"><p>s3 location containing query statement</p>
</dd>
<dt class="field-odd">sample_size</dt>
<dd class="field-odd"><p>size of sample in bytes on which to run query</p>
</dd>
<dt class="field-even">macros</dt>
<dd class="field-even"><p>macro values which were used in query</p>
</dd>
<dt class="field-odd">sample_size</dt>
<dd class="field-odd"><p>size of sample in bytes on which to run query</p>
</dd>
<dt class="field-even">hive-version</dt>
<dd class="field-even"><p>Specifies the hive version to be used. eg: 0.13,1.2,etc.</p>
</dd>
</dl>
</dd>
<dt>prestocmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">query</dt>
<dd class="field-odd"><p>inline query statement</p>
</dd>
<dt class="field-even">script_location</dt>
<dd class="field-even"><p>s3 location containing query statement</p>
</dd>
<dt class="field-odd">macros</dt>
<dd class="field-odd"><p>macro values which were used in query</p>
</dd>
</dl>
</dd>
<dt>hadoopcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">sub_commnad</dt>
<dd class="field-odd"><p>must be one these [“jar”, “s3distcp”, “streaming”] followed by
1 or more args</p>
</dd>
</dl>
</dd>
<dt>shellcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">script</dt>
<dd class="field-odd"><p>inline command with args</p>
</dd>
<dt class="field-even">script_location</dt>
<dd class="field-even"><p>s3 location containing query statement</p>
</dd>
<dt class="field-odd">files</dt>
<dd class="field-odd"><p>list of files in s3 bucket as file1,file2 format. These files will be
copied into the working directory where the qubole command is being
executed.</p>
</dd>
<dt class="field-even">archives</dt>
<dd class="field-even"><p>list of archives in s3 bucket as archive1,archive2 format. These
will be unarchived into the working directory where the qubole command is
being executed</p>
</dd>
<dt class="field-odd">parameters</dt>
<dd class="field-odd"><p>any extra args which need to be passed to script (only when
script_location is supplied)</p>
</dd>
</dl>
</dd>
<dt>pigcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">script</dt>
<dd class="field-odd"><p>inline query statement (latin_statements)</p>
</dd>
<dt class="field-even">script_location</dt>
<dd class="field-even"><p>s3 location containing pig query</p>
</dd>
<dt class="field-odd">parameters</dt>
<dd class="field-odd"><p>any extra args which need to be passed to script (only when
script_location is supplied</p>
</dd>
</dl>
</dd>
<dt>sparkcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">program</dt>
<dd class="field-odd"><p>the complete Spark Program in Scala, R, or Python</p>
</dd>
<dt class="field-even">cmdline</dt>
<dd class="field-even"><p>spark-submit command line, all required information must be specify
in cmdline itself.</p>
</dd>
<dt class="field-odd">sql</dt>
<dd class="field-odd"><p>inline sql query</p>
</dd>
<dt class="field-even">script_location</dt>
<dd class="field-even"><p>s3 location containing query statement</p>
</dd>
<dt class="field-odd">language</dt>
<dd class="field-odd"><p>language of the program, Scala, R, or Python</p>
</dd>
<dt class="field-even">app_id</dt>
<dd class="field-even"><p>ID of an Spark job server app</p>
</dd>
<dt class="field-odd">arguments</dt>
<dd class="field-odd"><p>spark-submit command line arguments</p>
</dd>
<dt class="field-even">user_program_arguments</dt>
<dd class="field-even"><p>arguments that the user program takes in</p>
</dd>
<dt class="field-odd">macros</dt>
<dd class="field-odd"><p>macro values which were used in query</p>
</dd>
<dt class="field-even">note_id</dt>
<dd class="field-even"><p>Id of the Notebook to run</p>
</dd>
</dl>
</dd>
<dt>dbtapquerycmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">db_tap_id</dt>
<dd class="field-odd"><p>data store ID of the target database, in Qubole.</p>
</dd>
<dt class="field-even">query</dt>
<dd class="field-even"><p>inline query statement</p>
</dd>
<dt class="field-odd">macros</dt>
<dd class="field-odd"><p>macro values which were used in query</p>
</dd>
</dl>
</dd>
<dt>dbexportcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">mode</dt>
<dd class="field-odd"><p>Can be 1 for Hive export or 2 for HDFS/S3 export</p>
</dd>
<dt class="field-even">schema</dt>
<dd class="field-even"><p>Db schema name assumed accordingly by database if not specified</p>
</dd>
<dt class="field-odd">hive_table</dt>
<dd class="field-odd"><p>Name of the hive table</p>
</dd>
<dt class="field-even">partition_spec</dt>
<dd class="field-even"><p>partition specification for Hive table.</p>
</dd>
<dt class="field-odd">dbtap_id</dt>
<dd class="field-odd"><p>data store ID of the target database, in Qubole.</p>
</dd>
<dt class="field-even">db_table</dt>
<dd class="field-even"><p>name of the db table</p>
</dd>
<dt class="field-odd">db_update_mode</dt>
<dd class="field-odd"><p>allowinsert or updateonly</p>
</dd>
<dt class="field-even">db_update_keys</dt>
<dd class="field-even"><p>columns used to determine the uniqueness of rows</p>
</dd>
<dt class="field-odd">export_dir</dt>
<dd class="field-odd"><p>HDFS/S3 location from which data will be exported.</p>
</dd>
<dt class="field-even">fields_terminated_by</dt>
<dd class="field-even"><p>hex of the char used as column separator in the dataset</p>
</dd>
<dt class="field-odd">use_customer_cluster</dt>
<dd class="field-odd"><p>To use cluster to run command</p>
</dd>
<dt class="field-even">customer_cluster_label</dt>
<dd class="field-even"><p>the label of the cluster to run the command on</p>
</dd>
<dt class="field-odd">additional_options</dt>
<dd class="field-odd"><p>Additional Sqoop options which are needed enclose options in
double or single quotes e.g. ‘–map-column-hive id=int,data=string’</p>
</dd>
</dl>
</dd>
<dt>dbimportcmd:</dt><dd><dl class="field-list simple">
<dt class="field-odd">mode</dt>
<dd class="field-odd"><p>1 (simple), 2 (advance)</p>
</dd>
<dt class="field-even">hive_table</dt>
<dd class="field-even"><p>Name of the hive table</p>
</dd>
<dt class="field-odd">schema</dt>
<dd class="field-odd"><p>Db schema name assumed accordingly by database if not specified</p>
</dd>
<dt class="field-even">hive_serde</dt>
<dd class="field-even"><p>Output format of the Hive Table</p>
</dd>
<dt class="field-odd">dbtap_id</dt>
<dd class="field-odd"><p>data store ID of the target database, in Qubole.</p>
</dd>
<dt class="field-even">db_table</dt>
<dd class="field-even"><p>name of the db table</p>
</dd>
<dt class="field-odd">where_clause</dt>
<dd class="field-odd"><p>where clause, if any</p>
</dd>
<dt class="field-even">parallelism</dt>
<dd class="field-even"><p>number of parallel db connections to use for extracting data</p>
</dd>
<dt class="field-odd">extract_query</dt>
<dd class="field-odd"><p>SQL query to extract data from db. $CONDITIONS must be part
of the where clause.</p>
</dd>
<dt class="field-even">boundary_query</dt>
<dd class="field-even"><p>Query to be used get range of row IDs to be extracted</p>
</dd>
<dt class="field-odd">split_column</dt>
<dd class="field-odd"><p>Column used as row ID to split data into ranges (mode 2)</p>
</dd>
<dt class="field-even">use_customer_cluster</dt>
<dd class="field-even"><p>To use cluster to run command</p>
</dd>
<dt class="field-odd">customer_cluster_label</dt>
<dd class="field-odd"><p>the label of the cluster to run the command on</p>
</dd>
<dt class="field-even">additional_options</dt>
<dd class="field-even"><p>Additional Sqoop options which are needed enclose options in
double or single quotes</p>
</dd>
</dl>
</dd>
</dl>
</dd>
</dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.template_fields">
<code class="sig-name descname">template_fields</code><em class="property"> :Iterable[str] = ['query', 'script_location', 'sub_command', 'script', 'files', 'archives', 'program', 'cmdline', 'sql', 'where_clause', 'tags', 'extract_query', 'boundary_query', 'macros', 'name', 'parameters', 'dbtap_id', 'hive_table', 'db_table', 'split_column', 'note_id', 'db_update_keys', 'export_dir', 'partition_spec', 'qubole_conn_id', 'arguments', 'user_program_arguments', 'cluster_label']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.template_fields"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.template_fields" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.template_ext">
<code class="sig-name descname">template_ext</code><em class="property"> :Iterable[str] = ['.txt']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.template_ext"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.template_ext" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.ui_color">
<code class="sig-name descname">ui_color</code><em class="property"> = #3064A1</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.ui_color"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.ui_color" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.ui_fgcolor">
<code class="sig-name descname">ui_fgcolor</code><em class="property"> = #fff</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.ui_fgcolor"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.ui_fgcolor" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.qubole_hook_allowed_args_list">
<code class="sig-name descname">qubole_hook_allowed_args_list</code><em class="property"> = ['command_type', 'qubole_conn_id', 'fetch_logs']</em><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.qubole_hook_allowed_args_list"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.qubole_hook_allowed_args_list" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="attribute">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.operator_extra_links">
<code class="sig-name descname">operator_extra_links</code><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.operator_extra_links"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.operator_extra_links" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator._get_filtered_args">
<code class="sig-name descname">_get_filtered_args</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">all_kwargs</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator._get_filtered_args"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator._get_filtered_args" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.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/qubole_operator.html#QuboleOperator.execute"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.execute" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.on_kill">
<code class="sig-name descname">on_kill</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">ti=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.on_kill"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.on_kill" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.get_results">
<code class="sig-name descname">get_results</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">ti=None</em>, <em class="sig-param">fp=None</em>, <em class="sig-param">inline=True</em>, <em class="sig-param">delim=None</em>, <em class="sig-param">fetch=True</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.get_results"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.get_results" title="Permalink to this definition"></a></dt>
<dd><p>get_results from Qubole</p>
</dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.get_log">
<code class="sig-name descname">get_log</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">ti</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.get_log"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.get_log" title="Permalink to this definition"></a></dt>
<dd><p>get_log from Qubole</p>
</dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.get_jobs_id">
<code class="sig-name descname">get_jobs_id</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">ti</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.get_jobs_id"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.get_jobs_id" title="Permalink to this definition"></a></dt>
<dd><p>get jobs_id from Qubole</p>
</dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.get_hook">
<code class="sig-name descname">get_hook</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/qubole_operator.html#QuboleOperator.get_hook"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.get_hook" title="Permalink to this definition"></a></dt>
<dd><p>Reinitialising the hook, as some template fields might have changed</p>
</dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.__getattribute__">
<code class="sig-name descname">__getattribute__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">name</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.__getattribute__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.__getattribute__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
<dl class="method">
<dt id="airflow.contrib.operators.qubole_operator.QuboleOperator.__setattr__">
<code class="sig-name descname">__setattr__</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">name</em>, <em class="sig-param">value</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/operators/qubole_operator.html#QuboleOperator.__setattr__"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.operators.qubole_operator.QuboleOperator.__setattr__" title="Permalink to this definition"></a></dt>
<dd></dd></dl>
</dd></dl>
</div>
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