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| <li class="toctree-l4"><a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning"><code class="docutils literal notranslate"><span class="pre">Partitioning</span></code></a></li> |
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| <section id="module-apache_beam.dataframe.partitionings"> |
| <span id="apache-beam-dataframe-partitionings-module"></span><h1>apache_beam.dataframe.partitionings module<a class="headerlink" href="#module-apache_beam.dataframe.partitionings" title="Link to this heading"></a></h1> |
| <dl class="py class"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Partitioning"> |
| <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">apache_beam.dataframe.partitionings.</span></span><span class="sig-name descname"><span class="pre">Partitioning</span></span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Partitioning"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Partitioning" title="Link to this definition"></a></dt> |
| <dd><p>Bases: <a class="reference external" href="https://docs.python.org/3/library/functions.html#object" title="(in Python v3.13)"><code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></a></p> |
| <p>A class representing a (consistent) partitioning of dataframe objects.</p> |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Partitioning.is_subpartitioning_of"> |
| <span class="sig-name descname"><span class="pre">is_subpartitioning_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning" title="apache_beam.dataframe.partitionings.Partitioning"><span class="pre">Partitioning</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/functions.html#bool" title="(in Python v3.13)"><span class="pre">bool</span></a></span></span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Partitioning.is_subpartitioning_of"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Partitioning.is_subpartitioning_of" title="Link to this definition"></a></dt> |
| <dd><p>Returns whether self is a sub-partition of other.</p> |
| <p>Specifically, returns whether something partitioned by self is necissarily |
| also partitioned by other.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Partitioning.partition_fn"> |
| <span class="sig-name descname"><span class="pre">partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="pre">Frame</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_partitions</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><a class="reference external" href="https://docs.python.org/3/library/functions.html#int" title="(in Python v3.13)"><span class="pre">int</span></a></span></em><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">→</span> <span class="sig-return-typehint"><a class="reference external" href="https://docs.python.org/3/library/collections.abc.html#collections.abc.Iterable" title="(in Python v3.13)"><span class="pre">Iterable</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/stdtypes.html#tuple" title="(in Python v3.13)"><span class="pre">tuple</span></a><span class="p"><span class="pre">[</span></span><a class="reference external" href="https://docs.python.org/3/library/typing.html#typing.Any" title="(in Python v3.13)"><span class="pre">Any</span></a><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Frame</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Partitioning.partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Partitioning.partition_fn" title="Link to this definition"></a></dt> |
| <dd><p>A callable that actually performs the partitioning of a Frame df.</p> |
| <p>This will be invoked via a FlatMap in conjunction with a GroupKey to |
| achieve the desired partitioning.</p> |
| </dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Partitioning.test_partition_fn"> |
| <span class="sig-name descname"><span class="pre">test_partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Partitioning.test_partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Partitioning.test_partition_fn" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Index"> |
| <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">apache_beam.dataframe.partitionings.</span></span><span class="sig-name descname"><span class="pre">Index</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">levels</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Index"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Index" title="Link to this definition"></a></dt> |
| <dd><p>Bases: <a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning" title="apache_beam.dataframe.partitionings.Partitioning"><code class="xref py py-class docutils literal notranslate"><span class="pre">Partitioning</span></code></a></p> |
| <p>A partitioning by index (either fully or partially).</p> |
| <p>If the set of “levels” of the index to consider is not specified, the entire |
| index is used.</p> |
| <p>These form a partial order, given by</p> |
| <blockquote> |
| <div><p>Singleton() < Index([i]) < Index([i, j]) < … < Index() < Arbitrary()</p> |
| </div></blockquote> |
| <p>The ordering is implemented via the is_subpartitioning_of method, where the |
| examples on the right are subpartitionings of the examples on the left above.</p> |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Index.is_subpartitioning_of"> |
| <span class="sig-name descname"><span class="pre">is_subpartitioning_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Index.is_subpartitioning_of"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Index.is_subpartitioning_of" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Index.partition_fn"> |
| <span class="sig-name descname"><span class="pre">partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_partitions</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Index.partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Index.partition_fn" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Index.check"> |
| <span class="sig-name descname"><span class="pre">check</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dfs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Index.check"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Index.check" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Singleton"> |
| <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">apache_beam.dataframe.partitionings.</span></span><span class="sig-name descname"><span class="pre">Singleton</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">reason</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Singleton"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Singleton" title="Link to this definition"></a></dt> |
| <dd><p>Bases: <a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning" title="apache_beam.dataframe.partitionings.Partitioning"><code class="xref py py-class docutils literal notranslate"><span class="pre">Partitioning</span></code></a></p> |
| <p>A partitioning of all the data into a single partition.</p> |
| <dl class="py property"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Singleton.reason"> |
| <em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">reason</span></span><a class="headerlink" href="#apache_beam.dataframe.partitionings.Singleton.reason" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Singleton.is_subpartitioning_of"> |
| <span class="sig-name descname"><span class="pre">is_subpartitioning_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Singleton.is_subpartitioning_of"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Singleton.is_subpartitioning_of" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Singleton.partition_fn"> |
| <span class="sig-name descname"><span class="pre">partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em>, <em class="sig-param"><span class="n"><span class="pre">num_partitions</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Singleton.partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Singleton.partition_fn" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Singleton.check"> |
| <span class="sig-name descname"><span class="pre">check</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dfs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Singleton.check"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Singleton.check" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.JoinIndex"> |
| <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">apache_beam.dataframe.partitionings.</span></span><span class="sig-name descname"><span class="pre">JoinIndex</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">ancestor</span></span><span class="o"><span class="pre">=</span></span><span class="default_value"><span class="pre">None</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#JoinIndex"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.JoinIndex" title="Link to this definition"></a></dt> |
| <dd><p>Bases: <a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning" title="apache_beam.dataframe.partitionings.Partitioning"><code class="xref py py-class docutils literal notranslate"><span class="pre">Partitioning</span></code></a></p> |
| <p>A partitioning that lets two frames be joined. |
| This can either be a hash partitioning on the full index, or a common |
| ancestor with no intervening re-indexing/re-partitioning.</p> |
| <p>It fits into the partial ordering as</p> |
| <blockquote> |
| <div><p>Index() < JoinIndex(x) < JoinIndex() < Arbitrary()</p> |
| </div></blockquote> |
| <p>with</p> |
| <blockquote> |
| <div><p>JoinIndex(x) and JoinIndex(y)</p> |
| </div></blockquote> |
| <p>being incomparable for nontrivial x != y.</p> |
| <p>Expressions desiring to make use of this index should simply declare a |
| requirement of JoinIndex().</p> |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.JoinIndex.is_subpartitioning_of"> |
| <span class="sig-name descname"><span class="pre">is_subpartitioning_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#JoinIndex.is_subpartitioning_of"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.JoinIndex.is_subpartitioning_of" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.JoinIndex.test_partition_fn"> |
| <span class="sig-name descname"><span class="pre">test_partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#JoinIndex.test_partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.JoinIndex.test_partition_fn" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.JoinIndex.check"> |
| <span class="sig-name descname"><span class="pre">check</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dfs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#JoinIndex.check"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.JoinIndex.check" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
| |
| <dl class="py class"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Arbitrary"> |
| <em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">apache_beam.dataframe.partitionings.</span></span><span class="sig-name descname"><span class="pre">Arbitrary</span></span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Arbitrary"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Arbitrary" title="Link to this definition"></a></dt> |
| <dd><p>Bases: <a class="reference internal" href="#apache_beam.dataframe.partitionings.Partitioning" title="apache_beam.dataframe.partitionings.Partitioning"><code class="xref py py-class docutils literal notranslate"><span class="pre">Partitioning</span></code></a></p> |
| <p>A partitioning imposing no constraints on the actual partitioning.</p> |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Arbitrary.is_subpartitioning_of"> |
| <span class="sig-name descname"><span class="pre">is_subpartitioning_of</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">other</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Arbitrary.is_subpartitioning_of"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Arbitrary.is_subpartitioning_of" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Arbitrary.test_partition_fn"> |
| <span class="sig-name descname"><span class="pre">test_partition_fn</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">df</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Arbitrary.test_partition_fn"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Arbitrary.test_partition_fn" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| <dl class="py method"> |
| <dt class="sig sig-object py" id="apache_beam.dataframe.partitionings.Arbitrary.check"> |
| <span class="sig-name descname"><span class="pre">check</span></span><span class="sig-paren">(</span><em class="sig-param"><span class="n"><span class="pre">dfs</span></span></em><span class="sig-paren">)</span><a class="reference internal" href="_modules/apache_beam/dataframe/partitionings.html#Arbitrary.check"><span class="viewcode-link"><span class="pre">[source]</span></span></a><a class="headerlink" href="#apache_beam.dataframe.partitionings.Arbitrary.check" title="Link to this definition"></a></dt> |
| <dd></dd></dl> |
| |
| </dd></dl> |
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