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| <div class="section" id="module-airflow.contrib.hooks.aws_glue_catalog_hook"> |
| <span id="airflow-contrib-hooks-aws-glue-catalog-hook"></span><h1><a class="reference internal" href="#module-airflow.contrib.hooks.aws_glue_catalog_hook" title="airflow.contrib.hooks.aws_glue_catalog_hook"><code class="xref py py-mod docutils literal notranslate"><span class="pre">airflow.contrib.hooks.aws_glue_catalog_hook</span></code></a><a class="headerlink" href="#module-airflow.contrib.hooks.aws_glue_catalog_hook" 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.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook"> |
| <em class="property">class </em><code class="sig-prename descclassname">airflow.contrib.hooks.aws_glue_catalog_hook.</code><code class="sig-name descname">AwsGlueCatalogHook</code><span class="sig-paren">(</span><em class="sig-param">aws_conn_id='aws_default'</em>, <em class="sig-param">region_name=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/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Bases: <a class="reference internal" href="../aws_hook/index.html#airflow.contrib.hooks.aws_hook.AwsHook" title="airflow.contrib.hooks.aws_hook.AwsHook"><code class="xref py py-class docutils literal notranslate"><span class="pre">airflow.contrib.hooks.aws_hook.AwsHook</span></code></a></p> |
| <p>Interact with AWS Glue Catalog</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>aws_conn_id</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – ID of the Airflow connection where |
| credentials and extra configuration are stored</p></li> |
| <li><p><strong>region_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – aws region name (example: us-east-1)</p></li> |
| </ul> |
| </dd> |
| </dl> |
| <dl class="method"> |
| <dt id="airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_conn"> |
| <code class="sig-name descname">get_conn</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/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook.get_conn"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_conn" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Returns glue connection object.</p> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_partitions"> |
| <code class="sig-name descname">get_partitions</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">database_name</em>, <em class="sig-param">table_name</em>, <em class="sig-param">expression=''</em>, <em class="sig-param">page_size=None</em>, <em class="sig-param">max_items=None</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook.get_partitions"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_partitions" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Retrieves the partition values for a table.</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>database_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – The name of the catalog database where the partitions reside.</p></li> |
| <li><p><strong>table_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – The name of the partitions’ table.</p></li> |
| <li><p><strong>expression</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – An expression filtering the partitions to be returned. |
| Please see official AWS documentation for further information. |
| <a class="reference external" href="https://docs.aws.amazon.com/glue/latest/dg/aws-glue-api-catalog-partitions.html#aws-glue-api-catalog-partitions-GetPartitions">https://docs.aws.amazon.com/glue/latest/dg/aws-glue-api-catalog-partitions.html#aws-glue-api-catalog-partitions-GetPartitions</a></p></li> |
| <li><p><strong>page_size</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.7)"><em>int</em></a>) – pagination size</p></li> |
| <li><p><strong>max_items</strong> (<a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.7)"><em>int</em></a>) – maximum items to return</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>set of partition values where each value is a tuple since |
| a partition may be composed of multiple columns. For example: |
| <code class="docutils literal notranslate"><span class="pre">{('2018-01-01','1'),</span> <span class="pre">('2018-01-01','2')}</span></code></p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.check_for_partition"> |
| <code class="sig-name descname">check_for_partition</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">database_name</em>, <em class="sig-param">table_name</em>, <em class="sig-param">expression</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook.check_for_partition"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.check_for_partition" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Checks whether a partition exists</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>database_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive database (schema) @table belongs to</p></li> |
| <li><p><strong>table_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive table @partition belongs to</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Expression</dt> |
| <dd class="field-even"><p>Expression that matches the partitions to check for |
| (eg <cite>a = ‘b’ AND c = ‘d’</cite>)</p> |
| </dd> |
| <dt class="field-odd">Return type</dt> |
| <dd class="field-odd"><p><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.7)">bool</a></p> |
| </dd> |
| </dl> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">hook</span> <span class="o">=</span> <span class="n">AwsGlueCatalogHook</span><span class="p">()</span> |
| <span class="gp">>>> </span><span class="n">t</span> <span class="o">=</span> <span class="s1">'static_babynames_partitioned'</span> |
| <span class="gp">>>> </span><span class="n">hook</span><span class="o">.</span><span class="n">check_for_partition</span><span class="p">(</span><span class="s1">'airflow'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="s2">"ds='2015-01-01'"</span><span class="p">)</span> |
| <span class="go">True</span> |
| </pre></div> |
| </div> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_table"> |
| <code class="sig-name descname">get_table</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">database_name</em>, <em class="sig-param">table_name</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook.get_table"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_table" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Get the information of the table</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>database_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive database (schema) @table belongs to</p></li> |
| <li><p><strong>table_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive table</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Return type</dt> |
| <dd class="field-even"><p><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#dict" title="(in Python v3.7)">dict</a></p> |
| </dd> |
| </dl> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="gp">>>> </span><span class="n">hook</span> <span class="o">=</span> <span class="n">AwsGlueCatalogHook</span><span class="p">()</span> |
| <span class="gp">>>> </span><span class="n">r</span> <span class="o">=</span> <span class="n">hook</span><span class="o">.</span><span class="n">get_table</span><span class="p">(</span><span class="s1">'db'</span><span class="p">,</span> <span class="s1">'table_foo'</span><span class="p">)</span> |
| <span class="gp">>>> </span><span class="n">r</span><span class="p">[</span><span class="s1">'Name'</span><span class="p">]</span> <span class="o">=</span> <span class="s1">'table_foo'</span> |
| </pre></div> |
| </div> |
| </dd></dl> |
| |
| <dl class="method"> |
| <dt id="airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_table_location"> |
| <code class="sig-name descname">get_table_location</code><span class="sig-paren">(</span><em class="sig-param">self</em>, <em class="sig-param">database_name</em>, <em class="sig-param">table_name</em><span class="sig-paren">)</span><a class="reference internal" href="../../../../../_modules/airflow/contrib/hooks/aws_glue_catalog_hook.html#AwsGlueCatalogHook.get_table_location"><span class="viewcode-link">[source]</span></a><a class="headerlink" href="#airflow.contrib.hooks.aws_glue_catalog_hook.AwsGlueCatalogHook.get_table_location" title="Permalink to this definition">¶</a></dt> |
| <dd><p>Get the physical location of the table</p> |
| <dl class="field-list simple"> |
| <dt class="field-odd">Parameters</dt> |
| <dd class="field-odd"><ul class="simple"> |
| <li><p><strong>database_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive database (schema) @table belongs to</p></li> |
| <li><p><strong>table_name</strong> (<a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#str" title="(in Python v3.7)"><em>str</em></a>) – Name of hive table</p></li> |
| </ul> |
| </dd> |
| <dt class="field-even">Returns</dt> |
| <dd class="field-even"><p>str</p> |
| </dd> |
| </dl> |
| </dd></dl> |
| |
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