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| <section id="apache-beam-sdk-for-python"> |
| <span id="module-apache_beam"></span><h1>Apache Beam SDK for Python<a class="headerlink" href="#apache-beam-sdk-for-python" title="Link to this heading"></a></h1> |
| <p><a class="reference external" href="https://beam.apache.org">Apache Beam</a> provides a simple, powerful programming |
| model for building both batch and streaming parallel data processing pipelines.</p> |
| <p>The Apache Beam SDK for Python provides access to Apache Beam capabilities |
| from the Python programming language.</p> |
| <section id="overview"> |
| <h2>Overview<a class="headerlink" href="#overview" title="Link to this heading"></a></h2> |
| <p>The key concepts in this programming model are</p> |
| <ul class="simple"> |
| <li><p><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection" title="apache_beam.pvalue.PCollection"><code class="xref py py-class docutils literal notranslate"><span class="pre">PCollection</span></code></a>: represents a collection of data, |
| which could be bounded or unbounded in size.</p></li> |
| <li><p><a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform" title="apache_beam.transforms.ptransform.PTransform"><code class="xref py py-class docutils literal notranslate"><span class="pre">PTransform</span></code></a>: represents a |
| computation that transforms input PCollections into output PCollections.</p></li> |
| <li><p><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline" title="apache_beam.pipeline.Pipeline"><code class="xref py py-class docutils literal notranslate"><span class="pre">Pipeline</span></code></a>: manages a directed acyclic graph of |
| <a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform" title="apache_beam.transforms.ptransform.PTransform"><code class="xref py py-class docutils literal notranslate"><span class="pre">PTransform</span></code></a> s and |
| <a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection" title="apache_beam.pvalue.PCollection"><code class="xref py py-class docutils literal notranslate"><span class="pre">PCollection</span></code></a> s that is ready for execution.</p></li> |
| <li><p><a class="reference internal" href="apache_beam.runners.runner.html#apache_beam.runners.runner.PipelineRunner" title="apache_beam.runners.runner.PipelineRunner"><code class="xref py py-class docutils literal notranslate"><span class="pre">PipelineRunner</span></code></a>: specifies where and how |
| the pipeline should execute.</p></li> |
| <li><p><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Read" title="apache_beam.io.iobase.Read"><code class="xref py py-class docutils literal notranslate"><span class="pre">Read</span></code></a>: read from an external source.</p></li> |
| <li><p><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Write" title="apache_beam.io.iobase.Write"><code class="xref py py-class docutils literal notranslate"><span class="pre">Write</span></code></a>: write to an external data sink.</p></li> |
| </ul> |
| </section> |
| <section id="typical-usage"> |
| <h2>Typical usage<a class="headerlink" href="#typical-usage" title="Link to this heading"></a></h2> |
| <p>At the top of your source file:</p> |
| <div class="highlight-default notranslate"><div class="highlight"><pre><span></span><span class="kn">import</span><span class="w"> </span><span class="nn">apache_beam</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="nn">beam</span> |
| </pre></div> |
| </div> |
| <p>After this import statement</p> |
| <ul class="simple"> |
| <li><p>Transform classes are available as |
| <a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.FlatMap" title="apache_beam.transforms.core.FlatMap"><code class="xref py py-class docutils literal notranslate"><span class="pre">beam.FlatMap</span></code></a>, |
| <a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.GroupByKey" title="apache_beam.transforms.core.GroupByKey"><code class="xref py py-class docutils literal notranslate"><span class="pre">beam.GroupByKey</span></code></a>, etc.</p></li> |
| <li><p>Pipeline class is available as |
| <a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline" title="apache_beam.pipeline.Pipeline"><code class="xref py py-class docutils literal notranslate"><span class="pre">beam.Pipeline</span></code></a></p></li> |
| <li><p>Text read/write transforms are available as |
| <a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadFromText" title="apache_beam.io.textio.ReadFromText"><code class="xref py py-class docutils literal notranslate"><span class="pre">beam.io.ReadFromText</span></code></a>, |
| <a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.WriteToText" title="apache_beam.io.textio.WriteToText"><code class="xref py py-class docutils literal notranslate"><span class="pre">beam.io.WriteToText</span></code></a>.</p></li> |
| </ul> |
| <p class="rubric">Examples</p> |
| <p>The <a class="reference external" href="https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples">examples subdirectory</a> |
| has some examples.</p> |
| </section> |
| </section> |
| <section id="subpackages"> |
| <h1>Subpackages<a class="headerlink" href="#subpackages" title="Link to this heading"></a></h1> |
| <div class="toctree-wrapper compound"> |
| <ul> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.coders.html">apache_beam.coders package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.coders.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.avro_record.html">apache_beam.coders.avro_record module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.avro_record.html#apache_beam.coders.avro_record.AvroRecord"><code class="docutils literal notranslate"><span class="pre">AvroRecord</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.coders.html">apache_beam.coders.coders module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.Coder"><code class="docutils literal notranslate"><span class="pre">Coder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.AvroGenericCoder"><code class="docutils literal notranslate"><span class="pre">AvroGenericCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.BooleanCoder"><code class="docutils literal notranslate"><span class="pre">BooleanCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.BytesCoder"><code class="docutils literal notranslate"><span class="pre">BytesCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.CloudpickleCoder"><code class="docutils literal notranslate"><span class="pre">CloudpickleCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.DillCoder"><code class="docutils literal notranslate"><span class="pre">DillCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.FastPrimitivesCoder"><code class="docutils literal notranslate"><span class="pre">FastPrimitivesCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.FloatCoder"><code class="docutils literal notranslate"><span class="pre">FloatCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.IterableCoder"><code class="docutils literal notranslate"><span class="pre">IterableCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.ListCoder"><code class="docutils literal notranslate"><span class="pre">ListCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.MapCoder"><code class="docutils literal notranslate"><span class="pre">MapCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.NullableCoder"><code class="docutils literal notranslate"><span class="pre">NullableCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.PickleCoder"><code class="docutils literal notranslate"><span class="pre">PickleCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.ProtoCoder"><code class="docutils literal notranslate"><span class="pre">ProtoCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.ProtoPlusCoder"><code class="docutils literal notranslate"><span class="pre">ProtoPlusCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.ShardedKeyCoder"><code class="docutils literal notranslate"><span class="pre">ShardedKeyCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.SinglePrecisionFloatCoder"><code class="docutils literal notranslate"><span class="pre">SinglePrecisionFloatCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.SingletonCoder"><code class="docutils literal notranslate"><span class="pre">SingletonCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.StrUtf8Coder"><code class="docutils literal notranslate"><span class="pre">StrUtf8Coder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.TimestampCoder"><code class="docutils literal notranslate"><span class="pre">TimestampCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.TupleCoder"><code class="docutils literal notranslate"><span class="pre">TupleCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.TupleSequenceCoder"><code class="docutils literal notranslate"><span class="pre">TupleSequenceCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.VarIntCoder"><code class="docutils literal notranslate"><span class="pre">VarIntCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.WindowedValueCoder"><code class="docutils literal notranslate"><span class="pre">WindowedValueCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.ParamWindowedValueCoder"><code class="docutils literal notranslate"><span class="pre">ParamWindowedValueCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.BigIntegerCoder"><code class="docutils literal notranslate"><span class="pre">BigIntegerCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.DecimalCoder"><code class="docutils literal notranslate"><span class="pre">DecimalCoder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.coders.html#apache_beam.coders.coders.PaneInfoCoder"><code class="docutils literal notranslate"><span class="pre">PaneInfoCoder</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.observable.html">apache_beam.coders.observable module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.observable.html#apache_beam.coders.observable.ObservableMixin"><code class="docutils literal notranslate"><span class="pre">ObservableMixin</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.row_coder.html">apache_beam.coders.row_coder module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.row_coder.html#apache_beam.coders.row_coder.RowCoder"><code class="docutils literal notranslate"><span class="pre">RowCoder</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.slow_stream.html">apache_beam.coders.slow_stream module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.slow_stream.html#apache_beam.coders.slow_stream.OutputStream"><code class="docutils literal notranslate"><span class="pre">OutputStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.slow_stream.html#apache_beam.coders.slow_stream.ByteCountingOutputStream"><code class="docutils literal notranslate"><span class="pre">ByteCountingOutputStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.slow_stream.html#apache_beam.coders.slow_stream.InputStream"><code class="docutils literal notranslate"><span class="pre">InputStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.coders.slow_stream.html#apache_beam.coders.slow_stream.get_varint_size"><code class="docutils literal notranslate"><span class="pre">get_varint_size()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.typecoders.html">apache_beam.coders.typecoders module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.dataframe.html">apache_beam.dataframe package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.dataframe.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.convert.html">apache_beam.dataframe.convert module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.to_dataframe"><code class="docutils literal notranslate"><span class="pre">to_dataframe()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.RowsToDataFrameFn"><code class="docutils literal notranslate"><span class="pre">RowsToDataFrameFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.ElementsToSeriesFn"><code class="docutils literal notranslate"><span class="pre">ElementsToSeriesFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.DataFrameToRowsFn"><code class="docutils literal notranslate"><span class="pre">DataFrameToRowsFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.SeriesToElementsFn"><code class="docutils literal notranslate"><span class="pre">SeriesToElementsFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.convert.html#apache_beam.dataframe.convert.to_pcollection"><code class="docutils literal notranslate"><span class="pre">to_pcollection()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.doctests.html">apache_beam.dataframe.doctests module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.FakePandasObject"><code class="docutils literal notranslate"><span class="pre">FakePandasObject</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.TestEnvironment"><code class="docutils literal notranslate"><span class="pre">TestEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.BeamDataframeDoctestRunner"><code class="docutils literal notranslate"><span class="pre">BeamDataframeDoctestRunner</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.AugmentedTestResults"><code class="docutils literal notranslate"><span class="pre">AugmentedTestResults</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.Summary"><code class="docutils literal notranslate"><span class="pre">Summary</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.parse_rst_ipython_tests"><code class="docutils literal notranslate"><span class="pre">parse_rst_ipython_tests()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.test_rst_ipython"><code class="docutils literal notranslate"><span class="pre">test_rst_ipython()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.teststring"><code class="docutils literal notranslate"><span class="pre">teststring()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.teststrings"><code class="docutils literal notranslate"><span class="pre">teststrings()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.set_pandas_options"><code class="docutils literal notranslate"><span class="pre">set_pandas_options()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.with_run_patched_docstring"><code class="docutils literal notranslate"><span class="pre">with_run_patched_docstring()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.testfile"><code class="docutils literal notranslate"><span class="pre">testfile()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.doctests.html#apache_beam.dataframe.doctests.testmod"><code class="docutils literal notranslate"><span class="pre">testmod()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.expressions.html">apache_beam.dataframe.expressions module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.Session"><code class="docutils literal notranslate"><span class="pre">Session</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.PartitioningSession"><code class="docutils literal notranslate"><span class="pre">PartitioningSession</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.output_partitioning"><code class="docutils literal notranslate"><span class="pre">output_partitioning()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.Expression"><code class="docutils literal notranslate"><span class="pre">Expression</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.PlaceholderExpression"><code class="docutils literal notranslate"><span class="pre">PlaceholderExpression</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.ConstantExpression"><code class="docutils literal notranslate"><span class="pre">ConstantExpression</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.ComputedExpression"><code class="docutils literal notranslate"><span class="pre">ComputedExpression</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.elementwise_expression"><code class="docutils literal notranslate"><span class="pre">elementwise_expression()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.allow_non_parallel_operations"><code class="docutils literal notranslate"><span class="pre">allow_non_parallel_operations()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.expressions.html#apache_beam.dataframe.expressions.NonParallelOperation"><code class="docutils literal notranslate"><span class="pre">NonParallelOperation</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.frame_base.html">apache_beam.dataframe.frame_base module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.DeferredBase"><code class="docutils literal notranslate"><span class="pre">DeferredBase</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.UnusableUnpickledDeferredBase"><code class="docutils literal notranslate"><span class="pre">UnusableUnpickledDeferredBase</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.DeferredFrame"><code class="docutils literal notranslate"><span class="pre">DeferredFrame</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.name_and_func"><code class="docutils literal notranslate"><span class="pre">name_and_func()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.wont_implement_method"><code class="docutils literal notranslate"><span class="pre">wont_implement_method()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.not_implemented_method"><code class="docutils literal notranslate"><span class="pre">not_implemented_method()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.maybe_inplace"><code class="docutils literal notranslate"><span class="pre">maybe_inplace()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.args_to_kwargs"><code class="docutils literal notranslate"><span class="pre">args_to_kwargs()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.with_docs_from"><code class="docutils literal notranslate"><span class="pre">with_docs_from()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.populate_defaults"><code class="docutils literal notranslate"><span class="pre">populate_defaults()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frame_base.html#apache_beam.dataframe.frame_base.WontImplementError"><code class="docutils literal notranslate"><span class="pre">WontImplementError</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.frames.html">apache_beam.dataframe.frames module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frames.html#apache_beam.dataframe.frames.DeferredSeries"><code class="docutils literal notranslate"><span class="pre">DeferredSeries</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.frames.html#apache_beam.dataframe.frames.DeferredDataFrame"><code class="docutils literal notranslate"><span class="pre">DeferredDataFrame</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.io.html">apache_beam.dataframe.io module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#sources">Sources</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#sinks">Sinks</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_gbq"><code class="docutils literal notranslate"><span class="pre">read_gbq()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_csv"><code class="docutils literal notranslate"><span class="pre">read_csv()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_csv"><code class="docutils literal notranslate"><span class="pre">to_csv()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_fwf"><code class="docutils literal notranslate"><span class="pre">read_fwf()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_json"><code class="docutils literal notranslate"><span class="pre">read_json()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_json"><code class="docutils literal notranslate"><span class="pre">to_json()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_html"><code class="docutils literal notranslate"><span class="pre">read_html()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_html"><code class="docutils literal notranslate"><span class="pre">to_html()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.ReadViaPandas"><code class="docutils literal notranslate"><span class="pre">ReadViaPandas</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.WriteViaPandas"><code class="docutils literal notranslate"><span class="pre">WriteViaPandas</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_excel"><code class="docutils literal notranslate"><span class="pre">read_excel()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_feather"><code class="docutils literal notranslate"><span class="pre">read_feather()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_parquet"><code class="docutils literal notranslate"><span class="pre">read_parquet()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_sas"><code class="docutils literal notranslate"><span class="pre">read_sas()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_spss"><code class="docutils literal notranslate"><span class="pre">read_spss()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.read_stata"><code class="docutils literal notranslate"><span class="pre">read_stata()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_excel"><code class="docutils literal notranslate"><span class="pre">to_excel()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_feather"><code class="docutils literal notranslate"><span class="pre">to_feather()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_parquet"><code class="docutils literal notranslate"><span class="pre">to_parquet()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.io.html#apache_beam.dataframe.io.to_stata"><code class="docutils literal notranslate"><span class="pre">to_stata()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.pandas_top_level_functions.html">apache_beam.dataframe.pandas_top_level_functions module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.pandas_top_level_functions.html#apache_beam.dataframe.pandas_top_level_functions.DeferredPandasModule"><code class="docutils literal notranslate"><span class="pre">DeferredPandasModule</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.partitionings.html">apache_beam.dataframe.partitionings module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.partitionings.html#apache_beam.dataframe.partitionings.Partitioning"><code class="docutils literal notranslate"><span class="pre">Partitioning</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.partitionings.html#apache_beam.dataframe.partitionings.Index"><code class="docutils literal notranslate"><span class="pre">Index</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.partitionings.html#apache_beam.dataframe.partitionings.Singleton"><code class="docutils literal notranslate"><span class="pre">Singleton</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.partitionings.html#apache_beam.dataframe.partitionings.JoinIndex"><code class="docutils literal notranslate"><span class="pre">JoinIndex</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.partitionings.html#apache_beam.dataframe.partitionings.Arbitrary"><code class="docutils literal notranslate"><span class="pre">Arbitrary</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.schemas.html">apache_beam.dataframe.schemas module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.schemas.html#apache_beam.dataframe.schemas.BatchRowsAsDataFrame"><code class="docutils literal notranslate"><span class="pre">BatchRowsAsDataFrame</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.schemas.html#apache_beam.dataframe.schemas.generate_proxy"><code class="docutils literal notranslate"><span class="pre">generate_proxy()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.schemas.html#apache_beam.dataframe.schemas.UnbatchPandas"><code class="docutils literal notranslate"><span class="pre">UnbatchPandas</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.schemas.html#apache_beam.dataframe.schemas.element_type_from_dataframe"><code class="docutils literal notranslate"><span class="pre">element_type_from_dataframe()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.dataframe.transforms.html">apache_beam.dataframe.transforms module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.dataframe.transforms.html#apache_beam.dataframe.transforms.DataframeTransform"><code class="docutils literal notranslate"><span class="pre">DataframeTransform</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.io.html">apache_beam.io package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.io.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.aws.html">apache_beam.io.aws package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.aws.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.aws.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.azure.html">apache_beam.io.azure package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.azure.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.components.html">apache_beam.io.components package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.components.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.external.html">apache_beam.io.external package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.external.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.external.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.flink.html">apache_beam.io.flink package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.flink.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.gcp.html">apache_beam.io.gcp package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.gcp.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.gcp.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.io.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.avroio.html">apache_beam.io.avroio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.avroio.html#apache_beam.io.avroio.ReadFromAvro"><code class="docutils literal notranslate"><span class="pre">ReadFromAvro</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.avroio.html#apache_beam.io.avroio.ReadAllFromAvro"><code class="docutils literal notranslate"><span class="pre">ReadAllFromAvro</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.avroio.html#apache_beam.io.avroio.ReadAllFromAvroContinuously"><code class="docutils literal notranslate"><span class="pre">ReadAllFromAvroContinuously</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.avroio.html#apache_beam.io.avroio.WriteToAvro"><code class="docutils literal notranslate"><span class="pre">WriteToAvro</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.concat_source.html">apache_beam.io.concat_source module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.concat_source.html#apache_beam.io.concat_source.ConcatSource"><code class="docutils literal notranslate"><span class="pre">ConcatSource</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.concat_source.html#apache_beam.io.concat_source.ConcatRangeTracker"><code class="docutils literal notranslate"><span class="pre">ConcatRangeTracker</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.debezium.html">apache_beam.io.debezium module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.debezium.html#apache_beam.io.debezium.ReadFromDebezium"><code class="docutils literal notranslate"><span class="pre">ReadFromDebezium</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.debezium.html#apache_beam.io.debezium.DriverClassName"><code class="docutils literal notranslate"><span class="pre">DriverClassName</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filebasedsink.html">apache_beam.io.filebasedsink module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filebasedsink.html#apache_beam.io.filebasedsink.FileBasedSink"><code class="docutils literal notranslate"><span class="pre">FileBasedSink</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filebasedsource.html">apache_beam.io.filebasedsource module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filebasedsource.html#apache_beam.io.filebasedsource.FileBasedSource"><code class="docutils literal notranslate"><span class="pre">FileBasedSource</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.fileio.html">apache_beam.io.fileio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#writing-to-files">Writing to Files</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.EmptyMatchTreatment"><code class="docutils literal notranslate"><span class="pre">EmptyMatchTreatment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.MatchFiles"><code class="docutils literal notranslate"><span class="pre">MatchFiles</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.MatchAll"><code class="docutils literal notranslate"><span class="pre">MatchAll</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.MatchContinuously"><code class="docutils literal notranslate"><span class="pre">MatchContinuously</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.ReadableFile"><code class="docutils literal notranslate"><span class="pre">ReadableFile</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.ReadMatches"><code class="docutils literal notranslate"><span class="pre">ReadMatches</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.fileio.html#apache_beam.io.fileio.WriteToFiles"><code class="docutils literal notranslate"><span class="pre">WriteToFiles</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystem.html">apache_beam.io.filesystem module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystem.html#apache_beam.io.filesystem.CompressionTypes"><code class="docutils literal notranslate"><span class="pre">CompressionTypes</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystem.html#apache_beam.io.filesystem.CompressedFile"><code class="docutils literal notranslate"><span class="pre">CompressedFile</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystem.html#apache_beam.io.filesystem.FileMetadata"><code class="docutils literal notranslate"><span class="pre">FileMetadata</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystem.html#apache_beam.io.filesystem.FileSystem"><code class="docutils literal notranslate"><span class="pre">FileSystem</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystem.html#apache_beam.io.filesystem.MatchResult"><code class="docutils literal notranslate"><span class="pre">MatchResult</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystemio.html">apache_beam.io.filesystemio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystemio.html#apache_beam.io.filesystemio.Downloader"><code class="docutils literal notranslate"><span class="pre">Downloader</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystemio.html#apache_beam.io.filesystemio.Uploader"><code class="docutils literal notranslate"><span class="pre">Uploader</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystemio.html#apache_beam.io.filesystemio.DownloaderStream"><code class="docutils literal notranslate"><span class="pre">DownloaderStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystemio.html#apache_beam.io.filesystemio.UploaderStream"><code class="docutils literal notranslate"><span class="pre">UploaderStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystemio.html#apache_beam.io.filesystemio.PipeStream"><code class="docutils literal notranslate"><span class="pre">PipeStream</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystems.html">apache_beam.io.filesystems module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.filesystems.html#apache_beam.io.filesystems.FileSystems"><code class="docutils literal notranslate"><span class="pre">FileSystems</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.hadoopfilesystem.html">apache_beam.io.hadoopfilesystem module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.hadoopfilesystem.html#apache_beam.io.hadoopfilesystem.HadoopFileSystem"><code class="docutils literal notranslate"><span class="pre">HadoopFileSystem</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.iobase.html">apache_beam.io.iobase module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.BoundedSource"><code class="docutils literal notranslate"><span class="pre">BoundedSource</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.RangeTracker"><code class="docutils literal notranslate"><span class="pre">RangeTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Read"><code class="docutils literal notranslate"><span class="pre">Read</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.RestrictionProgress"><code class="docutils literal notranslate"><span class="pre">RestrictionProgress</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.RestrictionTracker"><code class="docutils literal notranslate"><span class="pre">RestrictionTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.WatermarkEstimator"><code class="docutils literal notranslate"><span class="pre">WatermarkEstimator</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Sink"><code class="docutils literal notranslate"><span class="pre">Sink</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Write"><code class="docutils literal notranslate"><span class="pre">Write</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.iobase.html#apache_beam.io.iobase.Writer"><code class="docutils literal notranslate"><span class="pre">Writer</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.jdbc.html">apache_beam.io.jdbc module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.jdbc.html#apache_beam.io.jdbc.WriteToJdbc"><code class="docutils literal notranslate"><span class="pre">WriteToJdbc</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.jdbc.html#apache_beam.io.jdbc.ReadFromJdbc"><code class="docutils literal notranslate"><span class="pre">ReadFromJdbc</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.kafka.html">apache_beam.io.kafka module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kafka.html#apache_beam.io.kafka.ReadFromKafkaSchema"><code class="docutils literal notranslate"><span class="pre">ReadFromKafkaSchema</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kafka.html#apache_beam.io.kafka.default_io_expansion_service"><code class="docutils literal notranslate"><span class="pre">default_io_expansion_service()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kafka.html#apache_beam.io.kafka.ReadFromKafka"><code class="docutils literal notranslate"><span class="pre">ReadFromKafka</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kafka.html#apache_beam.io.kafka.WriteToKafkaSchema"><code class="docutils literal notranslate"><span class="pre">WriteToKafkaSchema</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kafka.html#apache_beam.io.kafka.WriteToKafka"><code class="docutils literal notranslate"><span class="pre">WriteToKafka</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.kinesis.html">apache_beam.io.kinesis module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kinesis.html#apache_beam.io.kinesis.WriteToKinesis"><code class="docutils literal notranslate"><span class="pre">WriteToKinesis</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kinesis.html#apache_beam.io.kinesis.ReadDataFromKinesis"><code class="docutils literal notranslate"><span class="pre">ReadDataFromKinesis</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kinesis.html#apache_beam.io.kinesis.InitialPositionInStream"><code class="docutils literal notranslate"><span class="pre">InitialPositionInStream</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.kinesis.html#apache_beam.io.kinesis.WatermarkPolicy"><code class="docutils literal notranslate"><span class="pre">WatermarkPolicy</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.localfilesystem.html">apache_beam.io.localfilesystem module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.localfilesystem.html#apache_beam.io.localfilesystem.LocalFileSystem"><code class="docutils literal notranslate"><span class="pre">LocalFileSystem</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.mongodbio.html">apache_beam.io.mongodbio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.mongodbio.html#read-from-mongodb">Read from MongoDB</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.mongodbio.html#write-to-mongodb">Write to MongoDB:</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.mongodbio.html#apache_beam.io.mongodbio.ReadFromMongoDB"><code class="docutils literal notranslate"><span class="pre">ReadFromMongoDB</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.mongodbio.html#apache_beam.io.mongodbio.WriteToMongoDB"><code class="docutils literal notranslate"><span class="pre">WriteToMongoDB</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.parquetio.html">apache_beam.io.parquetio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.ReadFromParquet"><code class="docutils literal notranslate"><span class="pre">ReadFromParquet</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.ReadAllFromParquet"><code class="docutils literal notranslate"><span class="pre">ReadAllFromParquet</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.ReadFromParquetBatched"><code class="docutils literal notranslate"><span class="pre">ReadFromParquetBatched</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.ReadAllFromParquetBatched"><code class="docutils literal notranslate"><span class="pre">ReadAllFromParquetBatched</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.WriteToParquet"><code class="docutils literal notranslate"><span class="pre">WriteToParquet</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.parquetio.html#apache_beam.io.parquetio.WriteToParquetBatched"><code class="docutils literal notranslate"><span class="pre">WriteToParquetBatched</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.range_trackers.html">apache_beam.io.range_trackers module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.range_trackers.html#apache_beam.io.range_trackers.OffsetRangeTracker"><code class="docutils literal notranslate"><span class="pre">OffsetRangeTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.range_trackers.html#apache_beam.io.range_trackers.LexicographicKeyRangeTracker"><code class="docutils literal notranslate"><span class="pre">LexicographicKeyRangeTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.range_trackers.html#apache_beam.io.range_trackers.OrderedPositionRangeTracker"><code class="docutils literal notranslate"><span class="pre">OrderedPositionRangeTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.range_trackers.html#apache_beam.io.range_trackers.UnsplittableRangeTracker"><code class="docutils literal notranslate"><span class="pre">UnsplittableRangeTracker</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.requestresponse.html">apache_beam.io.requestresponse module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.requestresponse.html#apache_beam.io.requestresponse.RequestResponseIO"><code class="docutils literal notranslate"><span class="pre">RequestResponseIO</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.requestresponse.html#apache_beam.io.requestresponse.ExponentialBackOffRepeater"><code class="docutils literal notranslate"><span class="pre">ExponentialBackOffRepeater</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.requestresponse.html#apache_beam.io.requestresponse.DefaultThrottler"><code class="docutils literal notranslate"><span class="pre">DefaultThrottler</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.requestresponse.html#apache_beam.io.requestresponse.NoOpsRepeater"><code class="docutils literal notranslate"><span class="pre">NoOpsRepeater</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.requestresponse.html#apache_beam.io.requestresponse.RedisCache"><code class="docutils literal notranslate"><span class="pre">RedisCache</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.restriction_trackers.html">apache_beam.io.restriction_trackers module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.restriction_trackers.html#apache_beam.io.restriction_trackers.OffsetRange"><code class="docutils literal notranslate"><span class="pre">OffsetRange</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.restriction_trackers.html#apache_beam.io.restriction_trackers.OffsetRestrictionTracker"><code class="docutils literal notranslate"><span class="pre">OffsetRestrictionTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.restriction_trackers.html#apache_beam.io.restriction_trackers.UnsplittableRestrictionTracker"><code class="docutils literal notranslate"><span class="pre">UnsplittableRestrictionTracker</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.snowflake.html">apache_beam.io.snowflake module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.snowflake.html#apache_beam.io.snowflake.ReadFromSnowflake"><code class="docutils literal notranslate"><span class="pre">ReadFromSnowflake</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.snowflake.html#apache_beam.io.snowflake.WriteToSnowflake"><code class="docutils literal notranslate"><span class="pre">WriteToSnowflake</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.snowflake.html#apache_beam.io.snowflake.WriteDisposition"><code class="docutils literal notranslate"><span class="pre">WriteDisposition</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.snowflake.html#apache_beam.io.snowflake.CreateDisposition"><code class="docutils literal notranslate"><span class="pre">CreateDisposition</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.source_test_utils.html">apache_beam.io.source_test_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.read_from_source"><code class="docutils literal notranslate"><span class="pre">read_from_source()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_sources_equal_reference_source"><code class="docutils literal notranslate"><span class="pre">assert_sources_equal_reference_source()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_reentrant_reads_succeed"><code class="docutils literal notranslate"><span class="pre">assert_reentrant_reads_succeed()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_split_at_fraction_behavior"><code class="docutils literal notranslate"><span class="pre">assert_split_at_fraction_behavior()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_split_at_fraction_binary"><code class="docutils literal notranslate"><span class="pre">assert_split_at_fraction_binary()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_split_at_fraction_exhaustive"><code class="docutils literal notranslate"><span class="pre">assert_split_at_fraction_exhaustive()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_split_at_fraction_fails"><code class="docutils literal notranslate"><span class="pre">assert_split_at_fraction_fails()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.source_test_utils.html#apache_beam.io.source_test_utils.assert_split_at_fraction_succeeds_and_consistent"><code class="docutils literal notranslate"><span class="pre">assert_split_at_fraction_succeeds_and_consistent()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.textio.html">apache_beam.io.textio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadFromText"><code class="docutils literal notranslate"><span class="pre">ReadFromText</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadFromTextWithFilename"><code class="docutils literal notranslate"><span class="pre">ReadFromTextWithFilename</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadAllFromText"><code class="docutils literal notranslate"><span class="pre">ReadAllFromText</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadAllFromTextContinuously"><code class="docutils literal notranslate"><span class="pre">ReadAllFromTextContinuously</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.WriteToText"><code class="docutils literal notranslate"><span class="pre">WriteToText</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadFromCsv"><code class="docutils literal notranslate"><span class="pre">ReadFromCsv()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.WriteToCsv"><code class="docutils literal notranslate"><span class="pre">WriteToCsv()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.ReadFromJson"><code class="docutils literal notranslate"><span class="pre">ReadFromJson()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.textio.html#apache_beam.io.textio.WriteToJson"><code class="docutils literal notranslate"><span class="pre">WriteToJson()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.tfrecordio.html">apache_beam.io.tfrecordio module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.tfrecordio.html#apache_beam.io.tfrecordio.ReadFromTFRecord"><code class="docutils literal notranslate"><span class="pre">ReadFromTFRecord</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.tfrecordio.html#apache_beam.io.tfrecordio.ReadAllFromTFRecord"><code class="docutils literal notranslate"><span class="pre">ReadAllFromTFRecord</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.tfrecordio.html#apache_beam.io.tfrecordio.WriteToTFRecord"><code class="docutils literal notranslate"><span class="pre">WriteToTFRecord</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.utils.html">apache_beam.io.utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.utils.html#apache_beam.io.utils.CountingSource"><code class="docutils literal notranslate"><span class="pre">CountingSource</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.watermark_estimators.html">apache_beam.io.watermark_estimators module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.watermark_estimators.html#apache_beam.io.watermark_estimators.MonotonicWatermarkEstimator"><code class="docutils literal notranslate"><span class="pre">MonotonicWatermarkEstimator</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.watermark_estimators.html#apache_beam.io.watermark_estimators.WalltimeWatermarkEstimator"><code class="docutils literal notranslate"><span class="pre">WalltimeWatermarkEstimator</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.watermark_estimators.html#apache_beam.io.watermark_estimators.ManualWatermarkEstimator"><code class="docutils literal notranslate"><span class="pre">ManualWatermarkEstimator</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.metrics.html">apache_beam.metrics package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.metrics.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.cells.html">apache_beam.metrics.cells module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.cells.html#apache_beam.metrics.cells.MetricCell"><code class="docutils literal notranslate"><span class="pre">MetricCell</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.cells.html#apache_beam.metrics.cells.MetricCellFactory"><code class="docutils literal notranslate"><span class="pre">MetricCellFactory</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.cells.html#apache_beam.metrics.cells.DistributionResult"><code class="docutils literal notranslate"><span class="pre">DistributionResult</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.cells.html#apache_beam.metrics.cells.GaugeResult"><code class="docutils literal notranslate"><span class="pre">GaugeResult</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.metric.html">apache_beam.metrics.metric module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metric.html#apache_beam.metrics.metric.Metrics"><code class="docutils literal notranslate"><span class="pre">Metrics</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metric.html#apache_beam.metrics.metric.MetricsFilter"><code class="docutils literal notranslate"><span class="pre">MetricsFilter</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metric.html#apache_beam.metrics.metric.Lineage"><code class="docutils literal notranslate"><span class="pre">Lineage</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.metricbase.html">apache_beam.metrics.metricbase module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.Metric"><code class="docutils literal notranslate"><span class="pre">Metric</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.Counter"><code class="docutils literal notranslate"><span class="pre">Counter</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.Distribution"><code class="docutils literal notranslate"><span class="pre">Distribution</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.Gauge"><code class="docutils literal notranslate"><span class="pre">Gauge</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.StringSet"><code class="docutils literal notranslate"><span class="pre">StringSet</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.BoundedTrie"><code class="docutils literal notranslate"><span class="pre">BoundedTrie</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.Histogram"><code class="docutils literal notranslate"><span class="pre">Histogram</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.metricbase.html#apache_beam.metrics.metricbase.MetricName"><code class="docutils literal notranslate"><span class="pre">MetricName</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html">apache_beam.metrics.monitoring_infos module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_counter_value"><code class="docutils literal notranslate"><span class="pre">extract_counter_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_gauge_value"><code class="docutils literal notranslate"><span class="pre">extract_gauge_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_distribution"><code class="docutils literal notranslate"><span class="pre">extract_distribution()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_string_set_value"><code class="docutils literal notranslate"><span class="pre">extract_string_set_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_bounded_trie_value"><code class="docutils literal notranslate"><span class="pre">extract_bounded_trie_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.create_labels"><code class="docutils literal notranslate"><span class="pre">create_labels()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_user_counter"><code class="docutils literal notranslate"><span class="pre">int64_user_counter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_counter"><code class="docutils literal notranslate"><span class="pre">int64_counter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_user_distribution"><code class="docutils literal notranslate"><span class="pre">int64_user_distribution()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_distribution"><code class="docutils literal notranslate"><span class="pre">int64_distribution()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_user_gauge"><code class="docutils literal notranslate"><span class="pre">int64_user_gauge()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.int64_gauge"><code class="docutils literal notranslate"><span class="pre">int64_gauge()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.user_set_string"><code class="docutils literal notranslate"><span class="pre">user_set_string()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.user_bounded_trie"><code class="docutils literal notranslate"><span class="pre">user_bounded_trie()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.create_monitoring_info"><code class="docutils literal notranslate"><span class="pre">create_monitoring_info()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_counter"><code class="docutils literal notranslate"><span class="pre">is_counter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_gauge"><code class="docutils literal notranslate"><span class="pre">is_gauge()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_distribution"><code class="docutils literal notranslate"><span class="pre">is_distribution()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_string_set"><code class="docutils literal notranslate"><span class="pre">is_string_set()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_bounded_trie"><code class="docutils literal notranslate"><span class="pre">is_bounded_trie()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.is_user_monitoring_info"><code class="docutils literal notranslate"><span class="pre">is_user_monitoring_info()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.extract_metric_result_map_value"><code class="docutils literal notranslate"><span class="pre">extract_metric_result_map_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.parse_namespace_and_name"><code class="docutils literal notranslate"><span class="pre">parse_namespace_and_name()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.get_step_name"><code class="docutils literal notranslate"><span class="pre">get_step_name()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.to_key"><code class="docutils literal notranslate"><span class="pre">to_key()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.sum_payload_combiner"><code class="docutils literal notranslate"><span class="pre">sum_payload_combiner()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.distribution_payload_combiner"><code class="docutils literal notranslate"><span class="pre">distribution_payload_combiner()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html#apache_beam.metrics.monitoring_infos.consolidate"><code class="docutils literal notranslate"><span class="pre">consolidate()</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.ml.html">apache_beam.ml package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.ml.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.anomaly.html">apache_beam.ml.anomaly package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.anomaly.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.anomaly.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.gcp.html">apache_beam.ml.gcp package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.gcp.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.inference.html">apache_beam.ml.inference package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.inference.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.rag.html">apache_beam.ml.rag package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.rag.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.rag.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.transforms.html">apache_beam.ml.transforms package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.transforms.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.ml.transforms.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.ml.ts.html">apache_beam.ml.ts package</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.options.html">apache_beam.options package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.options.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.options.pipeline_options.html">apache_beam.options.pipeline_options module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.PipelineOptions"><code class="docutils literal notranslate"><span class="pre">PipelineOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.StandardOptions"><code class="docutils literal notranslate"><span class="pre">StandardOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.TypeOptions"><code class="docutils literal notranslate"><span class="pre">TypeOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.DirectOptions"><code class="docutils literal notranslate"><span class="pre">DirectOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.GoogleCloudOptions"><code class="docutils literal notranslate"><span class="pre">GoogleCloudOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.AzureOptions"><code class="docutils literal notranslate"><span class="pre">AzureOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.HadoopFileSystemOptions"><code class="docutils literal notranslate"><span class="pre">HadoopFileSystemOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.WorkerOptions"><code class="docutils literal notranslate"><span class="pre">WorkerOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.DebugOptions"><code class="docutils literal notranslate"><span class="pre">DebugOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.ProfilingOptions"><code class="docutils literal notranslate"><span class="pre">ProfilingOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.SetupOptions"><code class="docutils literal notranslate"><span class="pre">SetupOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.TestOptions"><code class="docutils literal notranslate"><span class="pre">TestOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options.html#apache_beam.options.pipeline_options.S3Options"><code class="docutils literal notranslate"><span class="pre">S3Options</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.options.pipeline_options_validator.html">apache_beam.options.pipeline_options_validator module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.pipeline_options_validator.html#apache_beam.options.pipeline_options_validator.PipelineOptionsValidator"><code class="docutils literal notranslate"><span class="pre">PipelineOptionsValidator</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.options.value_provider.html">apache_beam.options.value_provider module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.value_provider.html#apache_beam.options.value_provider.ValueProvider"><code class="docutils literal notranslate"><span class="pre">ValueProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.value_provider.html#apache_beam.options.value_provider.StaticValueProvider"><code class="docutils literal notranslate"><span class="pre">StaticValueProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.value_provider.html#apache_beam.options.value_provider.RuntimeValueProvider"><code class="docutils literal notranslate"><span class="pre">RuntimeValueProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.value_provider.html#apache_beam.options.value_provider.NestedValueProvider"><code class="docutils literal notranslate"><span class="pre">NestedValueProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.options.value_provider.html#apache_beam.options.value_provider.check_accessible"><code class="docutils literal notranslate"><span class="pre">check_accessible()</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.portability.html">apache_beam.portability package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.portability.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.portability.api.html">apache_beam.portability.api package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.portability.api.html#subpackages">Subpackages</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.portability.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.portability.common_urns.html">apache_beam.portability.common_urns module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.portability.python_urns.html">apache_beam.portability.python_urns module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.portability.utils.html">apache_beam.portability.utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.portability.utils.html#apache_beam.portability.utils.PropertiesFromEnumValue"><code class="docutils literal notranslate"><span class="pre">PropertiesFromEnumValue</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.runners.html">apache_beam.runners package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.runners.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.dask.html">apache_beam.runners.dask package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.dask.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.dataflow.html">apache_beam.runners.dataflow package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.dataflow.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.direct.html">apache_beam.runners.direct package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.direct.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.interactive.html">apache_beam.runners.interactive package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.interactive.html#subpackages">Subpackages</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.interactive.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.job.html">apache_beam.runners.job package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.job.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.runners.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.pipeline_context.html">apache_beam.runners.pipeline_context module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_context.html#apache_beam.runners.pipeline_context.PortableObject"><code class="docutils literal notranslate"><span class="pre">PortableObject</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_context.html#apache_beam.runners.pipeline_context.PipelineContext"><code class="docutils literal notranslate"><span class="pre">PipelineContext</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html">apache_beam.runners.pipeline_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html#apache_beam.runners.pipeline_utils.group_by_key_input_visitor"><code class="docutils literal notranslate"><span class="pre">group_by_key_input_visitor()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html#apache_beam.runners.pipeline_utils.validate_pipeline_graph"><code class="docutils literal notranslate"><span class="pre">validate_pipeline_graph()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html#apache_beam.runners.pipeline_utils.merge_common_environments"><code class="docutils literal notranslate"><span class="pre">merge_common_environments()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html#apache_beam.runners.pipeline_utils.merge_superset_dep_environments"><code class="docutils literal notranslate"><span class="pre">merge_superset_dep_environments()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.pipeline_utils.html#apache_beam.runners.pipeline_utils.update_environments"><code class="docutils literal notranslate"><span class="pre">update_environments()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.render.html">apache_beam.runners.render module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.RenderOptions"><code class="docutils literal notranslate"><span class="pre">RenderOptions</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.PipelineRenderer"><code class="docutils literal notranslate"><span class="pre">PipelineRenderer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.RenderRunner"><code class="docutils literal notranslate"><span class="pre">RenderRunner</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.RenderPipelineResult"><code class="docutils literal notranslate"><span class="pre">RenderPipelineResult</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.run"><code class="docutils literal notranslate"><span class="pre">run()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.render_one"><code class="docutils literal notranslate"><span class="pre">render_one()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.render.html#apache_beam.runners.render.run_server"><code class="docutils literal notranslate"><span class="pre">run_server()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.runner.html">apache_beam.runners.runner module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.runner.html#apache_beam.runners.runner.PipelineRunner"><code class="docutils literal notranslate"><span class="pre">PipelineRunner</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.runner.html#apache_beam.runners.runner.PipelineState"><code class="docutils literal notranslate"><span class="pre">PipelineState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.runner.html#apache_beam.runners.runner.PipelineResult"><code class="docutils literal notranslate"><span class="pre">PipelineResult</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.sdf_utils.html">apache_beam.runners.sdf_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.SplitResultPrimary"><code class="docutils literal notranslate"><span class="pre">SplitResultPrimary</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.SplitResultResidual"><code class="docutils literal notranslate"><span class="pre">SplitResultResidual</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.ThreadsafeRestrictionTracker"><code class="docutils literal notranslate"><span class="pre">ThreadsafeRestrictionTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.RestrictionTrackerView"><code class="docutils literal notranslate"><span class="pre">RestrictionTrackerView</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.ThreadsafeWatermarkEstimator"><code class="docutils literal notranslate"><span class="pre">ThreadsafeWatermarkEstimator</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.sdf_utils.html#apache_beam.runners.sdf_utils.NoOpWatermarkEstimatorProvider"><code class="docutils literal notranslate"><span class="pre">NoOpWatermarkEstimatorProvider</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.trivial_runner.html">apache_beam.runners.trivial_runner module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.TrivialRunner"><code class="docutils literal notranslate"><span class="pre">TrivialRunner</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.ExecutionState"><code class="docutils literal notranslate"><span class="pre">ExecutionState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.is_primitive_transform"><code class="docutils literal notranslate"><span class="pre">is_primitive_transform()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.only_element"><code class="docutils literal notranslate"><span class="pre">only_element()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.decode_all"><code class="docutils literal notranslate"><span class="pre">decode_all()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.trivial_runner.html#apache_beam.runners.trivial_runner.encode_all"><code class="docutils literal notranslate"><span class="pre">encode_all()</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.testing.html">apache_beam.testing package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.testing.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.benchmarks.html">apache_beam.testing.benchmarks package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.benchmarks.html#subpackages">Subpackages</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.load_tests.html">apache_beam.testing.load_tests package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.load_tests.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.testing.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.datatype_inference.html">apache_beam.testing.datatype_inference module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.datatype_inference.html#apache_beam.testing.datatype_inference.infer_element_type"><code class="docutils literal notranslate"><span class="pre">infer_element_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.datatype_inference.html#apache_beam.testing.datatype_inference.infer_typehints_schema"><code class="docutils literal notranslate"><span class="pre">infer_typehints_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.datatype_inference.html#apache_beam.testing.datatype_inference.infer_avro_schema"><code class="docutils literal notranslate"><span class="pre">infer_avro_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.datatype_inference.html#apache_beam.testing.datatype_inference.infer_pyarrow_schema"><code class="docutils literal notranslate"><span class="pre">infer_pyarrow_schema()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.extra_assertions.html">apache_beam.testing.extra_assertions module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.extra_assertions.html#apache_beam.testing.extra_assertions.ExtraAssertionsMixin"><code class="docutils literal notranslate"><span class="pre">ExtraAssertionsMixin</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.metric_result_matchers.html">apache_beam.testing.metric_result_matchers module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.metric_result_matchers.html#apache_beam.testing.metric_result_matchers.MetricResultMatcher"><code class="docutils literal notranslate"><span class="pre">MetricResultMatcher</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.metric_result_matchers.html#apache_beam.testing.metric_result_matchers.DistributionMatcher"><code class="docutils literal notranslate"><span class="pre">DistributionMatcher</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.metric_result_matchers.html#apache_beam.testing.metric_result_matchers.verify_all"><code class="docutils literal notranslate"><span class="pre">verify_all()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.pipeline_verifiers.html">apache_beam.testing.pipeline_verifiers module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.pipeline_verifiers.html#apache_beam.testing.pipeline_verifiers.PipelineStateMatcher"><code class="docutils literal notranslate"><span class="pre">PipelineStateMatcher</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.pipeline_verifiers.html#apache_beam.testing.pipeline_verifiers.FileChecksumMatcher"><code class="docutils literal notranslate"><span class="pre">FileChecksumMatcher</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.pipeline_verifiers.html#apache_beam.testing.pipeline_verifiers.retry_on_io_error_and_server_error"><code class="docutils literal notranslate"><span class="pre">retry_on_io_error_and_server_error()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html">apache_beam.testing.synthetic_pipeline module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.get_generator"><code class="docutils literal notranslate"><span class="pre">get_generator()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.parse_byte_size"><code class="docutils literal notranslate"><span class="pre">parse_byte_size()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.div_round_up"><code class="docutils literal notranslate"><span class="pre">div_round_up()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.rotate_key"><code class="docutils literal notranslate"><span class="pre">rotate_key()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.initial_splitting_zipf"><code class="docutils literal notranslate"><span class="pre">initial_splitting_zipf()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SyntheticStep"><code class="docutils literal notranslate"><span class="pre">SyntheticStep</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.NonLiquidShardingOffsetRangeTracker"><code class="docutils literal notranslate"><span class="pre">NonLiquidShardingOffsetRangeTracker</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SyntheticSDFStepRestrictionProvider"><code class="docutils literal notranslate"><span class="pre">SyntheticSDFStepRestrictionProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.get_synthetic_sdf_step"><code class="docutils literal notranslate"><span class="pre">get_synthetic_sdf_step()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SyntheticSource"><code class="docutils literal notranslate"><span class="pre">SyntheticSource</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SyntheticSDFSourceRestrictionProvider"><code class="docutils literal notranslate"><span class="pre">SyntheticSDFSourceRestrictionProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SyntheticSDFAsSource"><code class="docutils literal notranslate"><span class="pre">SyntheticSDFAsSource</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.ShuffleBarrier"><code class="docutils literal notranslate"><span class="pre">ShuffleBarrier</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.SideInputBarrier"><code class="docutils literal notranslate"><span class="pre">SideInputBarrier</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.merge_using_gbk"><code class="docutils literal notranslate"><span class="pre">merge_using_gbk()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.merge_using_side_input"><code class="docutils literal notranslate"><span class="pre">merge_using_side_input()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.expand_using_gbk"><code class="docutils literal notranslate"><span class="pre">expand_using_gbk()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.expand_using_second_output"><code class="docutils literal notranslate"><span class="pre">expand_using_second_output()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.parse_args"><code class="docutils literal notranslate"><span class="pre">parse_args()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.run"><code class="docutils literal notranslate"><span class="pre">run()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html#apache_beam.testing.synthetic_pipeline.StatefulLoadGenerator"><code class="docutils literal notranslate"><span class="pre">StatefulLoadGenerator</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_pipeline.html">apache_beam.testing.test_pipeline module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_pipeline.html#apache_beam.testing.test_pipeline.TestPipeline"><code class="docutils literal notranslate"><span class="pre">TestPipeline</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_stream.html">apache_beam.testing.test_stream module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream.html#apache_beam.testing.test_stream.Event"><code class="docutils literal notranslate"><span class="pre">Event</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream.html#apache_beam.testing.test_stream.ElementEvent"><code class="docutils literal notranslate"><span class="pre">ElementEvent</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream.html#apache_beam.testing.test_stream.WatermarkEvent"><code class="docutils literal notranslate"><span class="pre">WatermarkEvent</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream.html#apache_beam.testing.test_stream.ProcessingTimeEvent"><code class="docutils literal notranslate"><span class="pre">ProcessingTimeEvent</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream.html#apache_beam.testing.test_stream.TestStream"><code class="docutils literal notranslate"><span class="pre">TestStream</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_stream_service.html">apache_beam.testing.test_stream_service module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_stream_service.html#apache_beam.testing.test_stream_service.TestStreamServiceController"><code class="docutils literal notranslate"><span class="pre">TestStreamServiceController</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_utils.html">apache_beam.testing.test_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.TempDir"><code class="docutils literal notranslate"><span class="pre">TempDir</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.compute_hash"><code class="docutils literal notranslate"><span class="pre">compute_hash()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.patch_retry"><code class="docutils literal notranslate"><span class="pre">patch_retry()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.delete_files"><code class="docutils literal notranslate"><span class="pre">delete_files()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.cleanup_subscriptions"><code class="docutils literal notranslate"><span class="pre">cleanup_subscriptions()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.cleanup_topics"><code class="docutils literal notranslate"><span class="pre">cleanup_topics()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.PullResponseMessage"><code class="docutils literal notranslate"><span class="pre">PullResponseMessage</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.create_pull_response"><code class="docutils literal notranslate"><span class="pre">create_pull_response()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.create_file"><code class="docutils literal notranslate"><span class="pre">create_file()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.read_files_from_pattern"><code class="docutils literal notranslate"><span class="pre">read_files_from_pattern()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.test_utils.html#apache_beam.testing.test_utils.LCGenerator"><code class="docutils literal notranslate"><span class="pre">LCGenerator</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.util.html">apache_beam.testing.util module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.assert_that"><code class="docutils literal notranslate"><span class="pre">assert_that()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.equal_to"><code class="docutils literal notranslate"><span class="pre">equal_to()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.equal_to_per_window"><code class="docutils literal notranslate"><span class="pre">equal_to_per_window()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.is_empty"><code class="docutils literal notranslate"><span class="pre">is_empty()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.is_not_empty"><code class="docutils literal notranslate"><span class="pre">is_not_empty()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.matches_all"><code class="docutils literal notranslate"><span class="pre">matches_all()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.open_shards"><code class="docutils literal notranslate"><span class="pre">open_shards()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.row_namedtuple_equals_fn"><code class="docutils literal notranslate"><span class="pre">row_namedtuple_equals_fn()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.testing.util.html#apache_beam.testing.util.TestWindowedValue"><code class="docutils literal notranslate"><span class="pre">TestWindowedValue</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.transforms.html">apache_beam.transforms package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.transforms.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.enrichment_handlers.html">apache_beam.transforms.enrichment_handlers package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.enrichment_handlers.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.xlang.html">apache_beam.transforms.xlang package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.xlang.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.transforms.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.async_dofn.html">apache_beam.transforms.async_dofn module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.async_dofn.html#apache_beam.transforms.async_dofn.AsyncWrapper"><code class="docutils literal notranslate"><span class="pre">AsyncWrapper</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html">apache_beam.transforms.combinefn_lifecycle_pipeline module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html#apache_beam.transforms.combinefn_lifecycle_pipeline.CallSequenceEnforcingCombineFn"><code class="docutils literal notranslate"><span class="pre">CallSequenceEnforcingCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html#apache_beam.transforms.combinefn_lifecycle_pipeline.IndexAssigningDoFn"><code class="docutils literal notranslate"><span class="pre">IndexAssigningDoFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html#apache_beam.transforms.combinefn_lifecycle_pipeline.run_combine"><code class="docutils literal notranslate"><span class="pre">run_combine()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html#apache_beam.transforms.combinefn_lifecycle_pipeline.run_combine_uncopyable_attr"><code class="docutils literal notranslate"><span class="pre">run_combine_uncopyable_attr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combinefn_lifecycle_pipeline.html#apache_beam.transforms.combinefn_lifecycle_pipeline.run_pardo"><code class="docutils literal notranslate"><span class="pre">run_pardo()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.combiners.html">apache_beam.transforms.combiners module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.Count"><code class="docutils literal notranslate"><span class="pre">Count</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.Mean"><code class="docutils literal notranslate"><span class="pre">Mean</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.Sample"><code class="docutils literal notranslate"><span class="pre">Sample</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.Top"><code class="docutils literal notranslate"><span class="pre">Top</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToDict"><code class="docutils literal notranslate"><span class="pre">ToDict</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToList"><code class="docutils literal notranslate"><span class="pre">ToList</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToSet"><code class="docutils literal notranslate"><span class="pre">ToSet</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.Latest"><code class="docutils literal notranslate"><span class="pre">Latest</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.CountCombineFn"><code class="docutils literal notranslate"><span class="pre">CountCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.MeanCombineFn"><code class="docutils literal notranslate"><span class="pre">MeanCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.SampleCombineFn"><code class="docutils literal notranslate"><span class="pre">SampleCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.TopCombineFn"><code class="docutils literal notranslate"><span class="pre">TopCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToDictCombineFn"><code class="docutils literal notranslate"><span class="pre">ToDictCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToListCombineFn"><code class="docutils literal notranslate"><span class="pre">ToListCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.ToSetCombineFn"><code class="docutils literal notranslate"><span class="pre">ToSetCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.combiners.html#apache_beam.transforms.combiners.LatestCombineFn"><code class="docutils literal notranslate"><span class="pre">LatestCombineFn</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.core.html">apache_beam.transforms.core module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.DoFn"><code class="docutils literal notranslate"><span class="pre">DoFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.CombineFn"><code class="docutils literal notranslate"><span class="pre">CombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.PartitionFn"><code class="docutils literal notranslate"><span class="pre">PartitionFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.ParDo"><code class="docutils literal notranslate"><span class="pre">ParDo</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.FlatMap"><code class="docutils literal notranslate"><span class="pre">FlatMap()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.FlatMapTuple"><code class="docutils literal notranslate"><span class="pre">FlatMapTuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Map"><code class="docutils literal notranslate"><span class="pre">Map()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.MapTuple"><code class="docutils literal notranslate"><span class="pre">MapTuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Filter"><code class="docutils literal notranslate"><span class="pre">Filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.CombineGlobally"><code class="docutils literal notranslate"><span class="pre">CombineGlobally</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.CombinePerKey"><code class="docutils literal notranslate"><span class="pre">CombinePerKey</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.CombineValues"><code class="docutils literal notranslate"><span class="pre">CombineValues</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.GroupBy"><code class="docutils literal notranslate"><span class="pre">GroupBy</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.GroupByKey"><code class="docutils literal notranslate"><span class="pre">GroupByKey</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Select"><code class="docutils literal notranslate"><span class="pre">Select</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Partition"><code class="docutils literal notranslate"><span class="pre">Partition</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Windowing"><code class="docutils literal notranslate"><span class="pre">Windowing</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.WindowInto"><code class="docutils literal notranslate"><span class="pre">WindowInto</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Flatten"><code class="docutils literal notranslate"><span class="pre">Flatten</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.FlattenWith"><code class="docutils literal notranslate"><span class="pre">FlattenWith</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Create"><code class="docutils literal notranslate"><span class="pre">Create</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.Impulse"><code class="docutils literal notranslate"><span class="pre">Impulse</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.RestrictionProvider"><code class="docutils literal notranslate"><span class="pre">RestrictionProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.core.html#apache_beam.transforms.core.WatermarkEstimatorProvider"><code class="docutils literal notranslate"><span class="pre">WatermarkEstimatorProvider</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.create_source.html">apache_beam.transforms.create_source module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.deduplicate.html">apache_beam.transforms.deduplicate module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.deduplicate.html#apache_beam.transforms.deduplicate.Deduplicate"><code class="docutils literal notranslate"><span class="pre">Deduplicate</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.deduplicate.html#apache_beam.transforms.deduplicate.DeduplicatePerKey"><code class="docutils literal notranslate"><span class="pre">DeduplicatePerKey</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.display.html">apache_beam.transforms.display module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.display.html#apache_beam.transforms.display.HasDisplayData"><code class="docutils literal notranslate"><span class="pre">HasDisplayData</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.display.html#apache_beam.transforms.display.DisplayDataItem"><code class="docutils literal notranslate"><span class="pre">DisplayDataItem</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.display.html#apache_beam.transforms.display.DisplayData"><code class="docutils literal notranslate"><span class="pre">DisplayData</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.enrichment.html">apache_beam.transforms.enrichment module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.enrichment.html#apache_beam.transforms.enrichment.EnrichmentSourceHandler"><code class="docutils literal notranslate"><span class="pre">EnrichmentSourceHandler</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.enrichment.html#apache_beam.transforms.enrichment.Enrichment"><code class="docutils literal notranslate"><span class="pre">Enrichment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.enrichment.html#apache_beam.transforms.enrichment.cross_join"><code class="docutils literal notranslate"><span class="pre">cross_join()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.environments.html">apache_beam.transforms.environments module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.Environment"><code class="docutils literal notranslate"><span class="pre">Environment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.AnyOfEnvironment"><code class="docutils literal notranslate"><span class="pre">AnyOfEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.DefaultEnvironment"><code class="docutils literal notranslate"><span class="pre">DefaultEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.DockerEnvironment"><code class="docutils literal notranslate"><span class="pre">DockerEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.ProcessEnvironment"><code class="docutils literal notranslate"><span class="pre">ProcessEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.ExternalEnvironment"><code class="docutils literal notranslate"><span class="pre">ExternalEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.EmbeddedPythonEnvironment"><code class="docutils literal notranslate"><span class="pre">EmbeddedPythonEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.EmbeddedPythonGrpcEnvironment"><code class="docutils literal notranslate"><span class="pre">EmbeddedPythonGrpcEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.SubprocessSDKEnvironment"><code class="docutils literal notranslate"><span class="pre">SubprocessSDKEnvironment</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.environments.html#apache_beam.transforms.environments.PyPIArtifactRegistry"><code class="docutils literal notranslate"><span class="pre">PyPIArtifactRegistry</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.error_handling.html">apache_beam.transforms.error_handling module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.error_handling.html#apache_beam.transforms.error_handling.ErrorHandler"><code class="docutils literal notranslate"><span class="pre">ErrorHandler</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.error_handling.html#apache_beam.transforms.error_handling.CollectingErrorHandler"><code class="docutils literal notranslate"><span class="pre">CollectingErrorHandler</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.external.html">apache_beam.transforms.external module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.convert_to_typing_type"><code class="docutils literal notranslate"><span class="pre">convert_to_typing_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.iter_urns"><code class="docutils literal notranslate"><span class="pre">iter_urns()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.PayloadBuilder"><code class="docutils literal notranslate"><span class="pre">PayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.SchemaBasedPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">SchemaBasedPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.ImplicitSchemaPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">ImplicitSchemaPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.NamedTupleBasedPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">NamedTupleBasedPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.SchemaTransformPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">SchemaTransformPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.ExplicitSchemaTransformPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">ExplicitSchemaTransformPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.JavaClassLookupPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">JavaClassLookupPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.SchemaTransformsConfig"><code class="docutils literal notranslate"><span class="pre">SchemaTransformsConfig</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.ManagedReplacement"><code class="docutils literal notranslate"><span class="pre">ManagedReplacement</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.SchemaAwareExternalTransform"><code class="docutils literal notranslate"><span class="pre">SchemaAwareExternalTransform</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.JavaExternalTransform"><code class="docutils literal notranslate"><span class="pre">JavaExternalTransform</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.AnnotationBasedPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">AnnotationBasedPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.DataclassBasedPayloadBuilder"><code class="docutils literal notranslate"><span class="pre">DataclassBasedPayloadBuilder</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.ExternalTransform"><code class="docutils literal notranslate"><span class="pre">ExternalTransform</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.ExpansionAndArtifactRetrievalStub"><code class="docutils literal notranslate"><span class="pre">ExpansionAndArtifactRetrievalStub</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.JavaJarExpansionService"><code class="docutils literal notranslate"><span class="pre">JavaJarExpansionService</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.BeamJarExpansionService"><code class="docutils literal notranslate"><span class="pre">BeamJarExpansionService</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external.html#apache_beam.transforms.external.memoize"><code class="docutils literal notranslate"><span class="pre">memoize()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.external_java.html">apache_beam.transforms.external_java module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external_java.html#apache_beam.transforms.external_java.JavaExternalTransformTest"><code class="docutils literal notranslate"><span class="pre">JavaExternalTransformTest</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.external_transform_provider.html">apache_beam.transforms.external_transform_provider module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external_transform_provider.html#apache_beam.transforms.external_transform_provider.ExternalTransform"><code class="docutils literal notranslate"><span class="pre">ExternalTransform</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.external_transform_provider.html#apache_beam.transforms.external_transform_provider.ExternalTransformProvider"><code class="docutils literal notranslate"><span class="pre">ExternalTransformProvider</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.fully_qualified_named_transform.html">apache_beam.transforms.fully_qualified_named_transform module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.fully_qualified_named_transform.html#apache_beam.transforms.fully_qualified_named_transform.FullyQualifiedNamedTransform"><code class="docutils literal notranslate"><span class="pre">FullyQualifiedNamedTransform</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.managed.html">apache_beam.transforms.managed module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.managed.html#available-transforms">Available transforms</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.managed.html#using-managed-transforms">Using Managed Transforms</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.managed.html#runner-specific-features">Runner specific features</a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.managed.html#apache_beam.transforms.managed.Read"><code class="docutils literal notranslate"><span class="pre">Read</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.managed.html#apache_beam.transforms.managed.Write"><code class="docutils literal notranslate"><span class="pre">Write</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html">apache_beam.transforms.periodicsequence module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html#apache_beam.transforms.periodicsequence.ImpulseSeqGenRestrictionProvider"><code class="docutils literal notranslate"><span class="pre">ImpulseSeqGenRestrictionProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html#apache_beam.transforms.periodicsequence.ImpulseSeqGenDoFn"><code class="docutils literal notranslate"><span class="pre">ImpulseSeqGenDoFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html#apache_beam.transforms.periodicsequence.PeriodicSequence"><code class="docutils literal notranslate"><span class="pre">PeriodicSequence</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html#apache_beam.transforms.periodicsequence.RebaseMode"><code class="docutils literal notranslate"><span class="pre">RebaseMode</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.periodicsequence.html#apache_beam.transforms.periodicsequence.PeriodicImpulse"><code class="docutils literal notranslate"><span class="pre">PeriodicImpulse</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.ptransform.html">apache_beam.transforms.ptransform module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.PTransform"><code class="docutils literal notranslate"><span class="pre">PTransform</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.ptransform_fn"><code class="docutils literal notranslate"><span class="pre">ptransform_fn()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.label_from_callable"><code class="docutils literal notranslate"><span class="pre">label_from_callable()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.ptransform.html#apache_beam.transforms.ptransform.annotate_yaml"><code class="docutils literal notranslate"><span class="pre">annotate_yaml()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.resources.html">apache_beam.transforms.resources module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.ResourceHint"><code class="docutils literal notranslate"><span class="pre">ResourceHint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.AcceleratorHint"><code class="docutils literal notranslate"><span class="pre">AcceleratorHint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.MinRamHint"><code class="docutils literal notranslate"><span class="pre">MinRamHint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.CpuCountHint"><code class="docutils literal notranslate"><span class="pre">CpuCountHint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.MaxActiveBundlesPerWorkerHint"><code class="docutils literal notranslate"><span class="pre">MaxActiveBundlesPerWorkerHint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.merge_resource_hints"><code class="docutils literal notranslate"><span class="pre">merge_resource_hints()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.parse_resource_hints"><code class="docutils literal notranslate"><span class="pre">parse_resource_hints()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.resources.html#apache_beam.transforms.resources.resource_hints_from_options"><code class="docutils literal notranslate"><span class="pre">resource_hints_from_options()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.sideinputs.html">apache_beam.transforms.sideinputs module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.sideinputs.html#apache_beam.transforms.sideinputs.default_window_mapping_fn"><code class="docutils literal notranslate"><span class="pre">default_window_mapping_fn()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.sideinputs.html#apache_beam.transforms.sideinputs.get_sideinput_index"><code class="docutils literal notranslate"><span class="pre">get_sideinput_index()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.sideinputs.html#apache_beam.transforms.sideinputs.SideInputMap"><code class="docutils literal notranslate"><span class="pre">SideInputMap</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.sql.html">apache_beam.transforms.sql module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.sql.html#apache_beam.transforms.sql.SqlTransform"><code class="docutils literal notranslate"><span class="pre">SqlTransform</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.stats.html">apache_beam.transforms.stats module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.stats.html#apache_beam.transforms.stats.ApproximateQuantiles"><code class="docutils literal notranslate"><span class="pre">ApproximateQuantiles</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.stats.html#apache_beam.transforms.stats.ApproximateUnique"><code class="docutils literal notranslate"><span class="pre">ApproximateUnique</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.timeutil.html">apache_beam.transforms.timeutil module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.timeutil.html#apache_beam.transforms.timeutil.TimeDomain"><code class="docutils literal notranslate"><span class="pre">TimeDomain</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.trigger.html">apache_beam.transforms.trigger module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AccumulationMode"><code class="docutils literal notranslate"><span class="pre">AccumulationMode</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.TriggerFn"><code class="docutils literal notranslate"><span class="pre">TriggerFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.DefaultTrigger"><code class="docutils literal notranslate"><span class="pre">DefaultTrigger</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterWatermark"><code class="docutils literal notranslate"><span class="pre">AfterWatermark</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterProcessingTime"><code class="docutils literal notranslate"><span class="pre">AfterProcessingTime</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterCount"><code class="docutils literal notranslate"><span class="pre">AfterCount</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.Repeatedly"><code class="docutils literal notranslate"><span class="pre">Repeatedly</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterAny"><code class="docutils literal notranslate"><span class="pre">AfterAny</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterAll"><code class="docutils literal notranslate"><span class="pre">AfterAll</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.AfterEach"><code class="docutils literal notranslate"><span class="pre">AfterEach</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.trigger.html#apache_beam.transforms.trigger.OrFinally"><code class="docutils literal notranslate"><span class="pre">OrFinally</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.userstate.html">apache_beam.transforms.userstate module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.StateSpec"><code class="docutils literal notranslate"><span class="pre">StateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.ReadModifyWriteStateSpec"><code class="docutils literal notranslate"><span class="pre">ReadModifyWriteStateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.BagStateSpec"><code class="docutils literal notranslate"><span class="pre">BagStateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.SetStateSpec"><code class="docutils literal notranslate"><span class="pre">SetStateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.CombiningValueStateSpec"><code class="docutils literal notranslate"><span class="pre">CombiningValueStateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.OrderedListStateSpec"><code class="docutils literal notranslate"><span class="pre">OrderedListStateSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.Timer"><code class="docutils literal notranslate"><span class="pre">Timer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.TimerSpec"><code class="docutils literal notranslate"><span class="pre">TimerSpec</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.on_timer"><code class="docutils literal notranslate"><span class="pre">on_timer()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.get_dofn_specs"><code class="docutils literal notranslate"><span class="pre">get_dofn_specs()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.is_stateful_dofn"><code class="docutils literal notranslate"><span class="pre">is_stateful_dofn()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.validate_stateful_dofn"><code class="docutils literal notranslate"><span class="pre">validate_stateful_dofn()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.BaseTimer"><code class="docutils literal notranslate"><span class="pre">BaseTimer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.RuntimeTimer"><code class="docutils literal notranslate"><span class="pre">RuntimeTimer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.RuntimeState"><code class="docutils literal notranslate"><span class="pre">RuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.ReadModifyWriteRuntimeState"><code class="docutils literal notranslate"><span class="pre">ReadModifyWriteRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.AccumulatingRuntimeState"><code class="docutils literal notranslate"><span class="pre">AccumulatingRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.BagRuntimeState"><code class="docutils literal notranslate"><span class="pre">BagRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.SetRuntimeState"><code class="docutils literal notranslate"><span class="pre">SetRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.CombiningValueRuntimeState"><code class="docutils literal notranslate"><span class="pre">CombiningValueRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.OrderedListRuntimeState"><code class="docutils literal notranslate"><span class="pre">OrderedListRuntimeState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.userstate.html#apache_beam.transforms.userstate.UserStateContext"><code class="docutils literal notranslate"><span class="pre">UserStateContext</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.util.html">apache_beam.transforms.util module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.BatchElements"><code class="docutils literal notranslate"><span class="pre">BatchElements</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.CoGroupByKey"><code class="docutils literal notranslate"><span class="pre">CoGroupByKey</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Distinct"><code class="docutils literal notranslate"><span class="pre">Distinct()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Keys"><code class="docutils literal notranslate"><span class="pre">Keys()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.KvSwap"><code class="docutils literal notranslate"><span class="pre">KvSwap()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.LogElements"><code class="docutils literal notranslate"><span class="pre">LogElements</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Regex"><code class="docutils literal notranslate"><span class="pre">Regex</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Reify"><code class="docutils literal notranslate"><span class="pre">Reify</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.RemoveDuplicates"><code class="docutils literal notranslate"><span class="pre">RemoveDuplicates()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Reshuffle"><code class="docutils literal notranslate"><span class="pre">Reshuffle</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.ToString"><code class="docutils literal notranslate"><span class="pre">ToString</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Tee"><code class="docutils literal notranslate"><span class="pre">Tee</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.Values"><code class="docutils literal notranslate"><span class="pre">Values()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.WithKeys"><code class="docutils literal notranslate"><span class="pre">WithKeys()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.GroupIntoBatches"><code class="docutils literal notranslate"><span class="pre">GroupIntoBatches</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.util.html#apache_beam.transforms.util.WaitOn"><code class="docutils literal notranslate"><span class="pre">WaitOn</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.window.html">apache_beam.transforms.window module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.TimestampCombiner"><code class="docutils literal notranslate"><span class="pre">TimestampCombiner</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.WindowFn"><code class="docutils literal notranslate"><span class="pre">WindowFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.BoundedWindow"><code class="docutils literal notranslate"><span class="pre">BoundedWindow</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.IntervalWindow"><code class="docutils literal notranslate"><span class="pre">IntervalWindow</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.TimestampedValue"><code class="docutils literal notranslate"><span class="pre">TimestampedValue</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.GlobalWindow"><code class="docutils literal notranslate"><span class="pre">GlobalWindow</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.NonMergingWindowFn"><code class="docutils literal notranslate"><span class="pre">NonMergingWindowFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.GlobalWindows"><code class="docutils literal notranslate"><span class="pre">GlobalWindows</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.FixedWindows"><code class="docutils literal notranslate"><span class="pre">FixedWindows</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.SlidingWindows"><code class="docutils literal notranslate"><span class="pre">SlidingWindows</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.transforms.window.html#apache_beam.transforms.window.Sessions"><code class="docutils literal notranslate"><span class="pre">Sessions</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.typehints.html">apache_beam.typehints package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.typehints.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.testing.html">apache_beam.typehints.testing package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.testing.html#submodules">Submodules</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.typehints.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.arrow_batching_microbenchmark.html">apache_beam.typehints.arrow_batching_microbenchmark module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.arrow_batching_microbenchmark.html#apache_beam.typehints.arrow_batching_microbenchmark.benchmark_produce_batch"><code class="docutils literal notranslate"><span class="pre">benchmark_produce_batch()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.arrow_batching_microbenchmark.html#apache_beam.typehints.arrow_batching_microbenchmark.run_benchmark"><code class="docutils literal notranslate"><span class="pre">run_benchmark()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.arrow_type_compatibility.html">apache_beam.typehints.arrow_type_compatibility module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.batch.html">apache_beam.typehints.batch module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.batch.html#apache_beam.typehints.batch.BatchConverter"><code class="docutils literal notranslate"><span class="pre">BatchConverter</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.decorators.html">apache_beam.typehints.decorators module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.disable_type_annotations"><code class="docutils literal notranslate"><span class="pre">disable_type_annotations()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.no_annotations"><code class="docutils literal notranslate"><span class="pre">no_annotations()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.with_input_types"><code class="docutils literal notranslate"><span class="pre">with_input_types()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.with_output_types"><code class="docutils literal notranslate"><span class="pre">with_output_types()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.WithTypeHints"><code class="docutils literal notranslate"><span class="pre">WithTypeHints</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.decorators.html#apache_beam.typehints.decorators.TypeCheckError"><code class="docutils literal notranslate"><span class="pre">TypeCheckError</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html">apache_beam.typehints.intrinsic_one_ops module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_1_invalid"><code class="docutils literal notranslate"><span class="pre">intrinsic_1_invalid()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_print"><code class="docutils literal notranslate"><span class="pre">intrinsic_print()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_import_star"><code class="docutils literal notranslate"><span class="pre">intrinsic_import_star()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_stopiteration_error"><code class="docutils literal notranslate"><span class="pre">intrinsic_stopiteration_error()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_async_gen_wrap"><code class="docutils literal notranslate"><span class="pre">intrinsic_async_gen_wrap()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_unary_positive"><code class="docutils literal notranslate"><span class="pre">intrinsic_unary_positive()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_list_to_tuple"><code class="docutils literal notranslate"><span class="pre">intrinsic_list_to_tuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_typevar"><code class="docutils literal notranslate"><span class="pre">intrinsic_typevar()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_paramspec"><code class="docutils literal notranslate"><span class="pre">intrinsic_paramspec()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_typevartuple"><code class="docutils literal notranslate"><span class="pre">intrinsic_typevartuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_subscript_generic"><code class="docutils literal notranslate"><span class="pre">intrinsic_subscript_generic()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.intrinsic_one_ops.html#apache_beam.typehints.intrinsic_one_ops.intrinsic_typealias"><code class="docutils literal notranslate"><span class="pre">intrinsic_typealias()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html">apache_beam.typehints.native_type_compatibility module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.match_is_named_tuple"><code class="docutils literal notranslate"><span class="pre">match_is_named_tuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.extract_optional_type"><code class="docutils literal notranslate"><span class="pre">extract_optional_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.is_any"><code class="docutils literal notranslate"><span class="pre">is_any()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.is_new_type"><code class="docutils literal notranslate"><span class="pre">is_new_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.is_forward_ref"><code class="docutils literal notranslate"><span class="pre">is_forward_ref()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_builtin_to_typing"><code class="docutils literal notranslate"><span class="pre">convert_builtin_to_typing()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_typing_to_builtin"><code class="docutils literal notranslate"><span class="pre">convert_typing_to_builtin()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_collections_to_typing"><code class="docutils literal notranslate"><span class="pre">convert_collections_to_typing()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.is_builtin"><code class="docutils literal notranslate"><span class="pre">is_builtin()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.TypedWindowedValue"><code class="docutils literal notranslate"><span class="pre">TypedWindowedValue</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_to_beam_type"><code class="docutils literal notranslate"><span class="pre">convert_to_beam_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_to_beam_types"><code class="docutils literal notranslate"><span class="pre">convert_to_beam_types()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_to_python_type"><code class="docutils literal notranslate"><span class="pre">convert_to_python_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.native_type_compatibility.html#apache_beam.typehints.native_type_compatibility.convert_to_python_types"><code class="docutils literal notranslate"><span class="pre">convert_to_python_types()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.opcodes.html">apache_beam.typehints.opcodes module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.pop_one"><code class="docutils literal notranslate"><span class="pre">pop_one()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.pop_two"><code class="docutils literal notranslate"><span class="pre">pop_two()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.pop_three"><code class="docutils literal notranslate"><span class="pre">pop_three()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.push_value"><code class="docutils literal notranslate"><span class="pre">push_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.nop"><code class="docutils literal notranslate"><span class="pre">nop()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.resume"><code class="docutils literal notranslate"><span class="pre">resume()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.pop_top"><code class="docutils literal notranslate"><span class="pre">pop_top()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.end_for"><code class="docutils literal notranslate"><span class="pre">end_for()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.end_send"><code class="docutils literal notranslate"><span class="pre">end_send()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.copy"><code class="docutils literal notranslate"><span class="pre">copy()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.rot_n"><code class="docutils literal notranslate"><span class="pre">rot_n()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.rot_two"><code class="docutils literal notranslate"><span class="pre">rot_two()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.rot_three"><code class="docutils literal notranslate"><span class="pre">rot_three()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.rot_four"><code class="docutils literal notranslate"><span class="pre">rot_four()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.dup_top"><code class="docutils literal notranslate"><span class="pre">dup_top()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary"><code class="docutils literal notranslate"><span class="pre">unary()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary_positive"><code class="docutils literal notranslate"><span class="pre">unary_positive()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary_negative"><code class="docutils literal notranslate"><span class="pre">unary_negative()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary_invert"><code class="docutils literal notranslate"><span class="pre">unary_invert()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary_not"><code class="docutils literal notranslate"><span class="pre">unary_not()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unary_convert"><code class="docutils literal notranslate"><span class="pre">unary_convert()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.get_iter"><code class="docutils literal notranslate"><span class="pre">get_iter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.symmetric_binary_op"><code class="docutils literal notranslate"><span class="pre">symmetric_binary_op()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_power"><code class="docutils literal notranslate"><span class="pre">binary_power()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_power"><code class="docutils literal notranslate"><span class="pre">inplace_power()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_multiply"><code class="docutils literal notranslate"><span class="pre">binary_multiply()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_multiply"><code class="docutils literal notranslate"><span class="pre">inplace_multiply()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_divide"><code class="docutils literal notranslate"><span class="pre">binary_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_divide"><code class="docutils literal notranslate"><span class="pre">inplace_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_floor_divide"><code class="docutils literal notranslate"><span class="pre">binary_floor_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_floor_divide"><code class="docutils literal notranslate"><span class="pre">inplace_floor_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_true_divide"><code class="docutils literal notranslate"><span class="pre">binary_true_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_true_divide"><code class="docutils literal notranslate"><span class="pre">inplace_true_divide()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_modulo"><code class="docutils literal notranslate"><span class="pre">binary_modulo()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_modulo"><code class="docutils literal notranslate"><span class="pre">inplace_modulo()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_add"><code class="docutils literal notranslate"><span class="pre">binary_add()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_add"><code class="docutils literal notranslate"><span class="pre">inplace_add()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_subtract"><code class="docutils literal notranslate"><span class="pre">binary_subtract()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_subtract"><code class="docutils literal notranslate"><span class="pre">inplace_subtract()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_subscr"><code class="docutils literal notranslate"><span class="pre">binary_subscr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_lshift"><code class="docutils literal notranslate"><span class="pre">binary_lshift()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_lshift"><code class="docutils literal notranslate"><span class="pre">inplace_lshift()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_rshift"><code class="docutils literal notranslate"><span class="pre">binary_rshift()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_rshift"><code class="docutils literal notranslate"><span class="pre">inplace_rshift()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_and"><code class="docutils literal notranslate"><span class="pre">binary_and()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_and"><code class="docutils literal notranslate"><span class="pre">inplace_and()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_xor"><code class="docutils literal notranslate"><span class="pre">binary_xor()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_xor"><code class="docutils literal notranslate"><span class="pre">inplace_xor()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_or"><code class="docutils literal notranslate"><span class="pre">binary_or()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.inplace_or"><code class="docutils literal notranslate"><span class="pre">inplace_or()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_op"><code class="docutils literal notranslate"><span class="pre">binary_op()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_subscr"><code class="docutils literal notranslate"><span class="pre">store_subscr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.binary_slice"><code class="docutils literal notranslate"><span class="pre">binary_slice()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_slice"><code class="docutils literal notranslate"><span class="pre">store_slice()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.print_item"><code class="docutils literal notranslate"><span class="pre">print_item()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.print_newline"><code class="docutils literal notranslate"><span class="pre">print_newline()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.list_append"><code class="docutils literal notranslate"><span class="pre">list_append()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.set_add"><code class="docutils literal notranslate"><span class="pre">set_add()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.map_add"><code class="docutils literal notranslate"><span class="pre">map_add()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_locals"><code class="docutils literal notranslate"><span class="pre">load_locals()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.exec_stmt"><code class="docutils literal notranslate"><span class="pre">exec_stmt()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_class"><code class="docutils literal notranslate"><span class="pre">build_class()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.unpack_sequence"><code class="docutils literal notranslate"><span class="pre">unpack_sequence()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.dup_topx"><code class="docutils literal notranslate"><span class="pre">dup_topx()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_attr"><code class="docutils literal notranslate"><span class="pre">store_attr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.delete_attr"><code class="docutils literal notranslate"><span class="pre">delete_attr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_global"><code class="docutils literal notranslate"><span class="pre">store_global()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.delete_global"><code class="docutils literal notranslate"><span class="pre">delete_global()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_const"><code class="docutils literal notranslate"><span class="pre">load_const()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_name"><code class="docutils literal notranslate"><span class="pre">load_name()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_tuple"><code class="docutils literal notranslate"><span class="pre">build_tuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_list"><code class="docutils literal notranslate"><span class="pre">build_list()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_set"><code class="docutils literal notranslate"><span class="pre">build_set()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_map"><code class="docutils literal notranslate"><span class="pre">build_map()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_const_key_map"><code class="docutils literal notranslate"><span class="pre">build_const_key_map()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.list_to_tuple"><code class="docutils literal notranslate"><span class="pre">list_to_tuple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_string"><code class="docutils literal notranslate"><span class="pre">build_string()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.list_extend"><code class="docutils literal notranslate"><span class="pre">list_extend()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.set_update"><code class="docutils literal notranslate"><span class="pre">set_update()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.dict_update"><code class="docutils literal notranslate"><span class="pre">dict_update()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.dict_merge"><code class="docutils literal notranslate"><span class="pre">dict_merge()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_attr"><code class="docutils literal notranslate"><span class="pre">load_attr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_method"><code class="docutils literal notranslate"><span class="pre">load_method()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.compare_op"><code class="docutils literal notranslate"><span class="pre">compare_op()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.is_op"><code class="docutils literal notranslate"><span class="pre">is_op()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.contains_op"><code class="docutils literal notranslate"><span class="pre">contains_op()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.import_name"><code class="docutils literal notranslate"><span class="pre">import_name()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.import_from"><code class="docutils literal notranslate"><span class="pre">import_from()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_global"><code class="docutils literal notranslate"><span class="pre">load_global()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_map"><code class="docutils literal notranslate"><span class="pre">store_map()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_fast"><code class="docutils literal notranslate"><span class="pre">load_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_fast_load_fast"><code class="docutils literal notranslate"><span class="pre">load_fast_load_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_fast_check"><code class="docutils literal notranslate"><span class="pre">load_fast_check()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_fast_and_clear"><code class="docutils literal notranslate"><span class="pre">load_fast_and_clear()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_fast"><code class="docutils literal notranslate"><span class="pre">store_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_fast_store_fast"><code class="docutils literal notranslate"><span class="pre">store_fast_store_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.store_fast_load_fast"><code class="docutils literal notranslate"><span class="pre">store_fast_load_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.delete_fast"><code class="docutils literal notranslate"><span class="pre">delete_fast()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.swap"><code class="docutils literal notranslate"><span class="pre">swap()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.reraise"><code class="docutils literal notranslate"><span class="pre">reraise()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.gen_start"><code class="docutils literal notranslate"><span class="pre">gen_start()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_closure"><code class="docutils literal notranslate"><span class="pre">load_closure()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.load_deref"><code class="docutils literal notranslate"><span class="pre">load_deref()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.make_function"><code class="docutils literal notranslate"><span class="pre">make_function()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.set_function_attribute"><code class="docutils literal notranslate"><span class="pre">set_function_attribute()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.make_closure"><code class="docutils literal notranslate"><span class="pre">make_closure()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_slice"><code class="docutils literal notranslate"><span class="pre">build_slice()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.to_bool"><code class="docutils literal notranslate"><span class="pre">to_bool()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.format_value"><code class="docutils literal notranslate"><span class="pre">format_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.convert_value"><code class="docutils literal notranslate"><span class="pre">convert_value()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.format_simple"><code class="docutils literal notranslate"><span class="pre">format_simple()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.format_with_spec"><code class="docutils literal notranslate"><span class="pre">format_with_spec()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_list_unpack"><code class="docutils literal notranslate"><span class="pre">build_list_unpack()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_set_unpack"><code class="docutils literal notranslate"><span class="pre">build_set_unpack()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_tuple_unpack"><code class="docutils literal notranslate"><span class="pre">build_tuple_unpack()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_tuple_unpack_with_call"><code class="docutils literal notranslate"><span class="pre">build_tuple_unpack_with_call()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.opcodes.html#apache_beam.typehints.opcodes.build_map_unpack"><code class="docutils literal notranslate"><span class="pre">build_map_unpack()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.pandas_type_compatibility.html">apache_beam.typehints.pandas_type_compatibility module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.pytorch_type_compatibility.html">apache_beam.typehints.pytorch_type_compatibility module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.pytorch_type_compatibility.html#apache_beam.typehints.pytorch_type_compatibility.PytorchBatchConverter"><code class="docutils literal notranslate"><span class="pre">PytorchBatchConverter</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.pytorch_type_compatibility.html#apache_beam.typehints.pytorch_type_compatibility.PytorchTypeHint"><code class="docutils literal notranslate"><span class="pre">PytorchTypeHint</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.row_type.html">apache_beam.typehints.row_type module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.row_type.html#apache_beam.typehints.row_type.RowTypeConstraint"><code class="docutils literal notranslate"><span class="pre">RowTypeConstraint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.row_type.html#apache_beam.typehints.row_type.GeneratedClassRowTypeConstraint"><code class="docutils literal notranslate"><span class="pre">GeneratedClassRowTypeConstraint</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.schema_registry.html">apache_beam.typehints.schema_registry module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schema_registry.html#apache_beam.typehints.schema_registry.SchemaTypeRegistry"><code class="docutils literal notranslate"><span class="pre">SchemaTypeRegistry</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.schemas.html">apache_beam.typehints.schemas module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.named_fields_to_schema"><code class="docutils literal notranslate"><span class="pre">named_fields_to_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.named_fields_from_schema"><code class="docutils literal notranslate"><span class="pre">named_fields_from_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.typing_to_runner_api"><code class="docutils literal notranslate"><span class="pre">typing_to_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.typing_from_runner_api"><code class="docutils literal notranslate"><span class="pre">typing_from_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.value_to_runner_api"><code class="docutils literal notranslate"><span class="pre">value_to_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.value_from_runner_api"><code class="docutils literal notranslate"><span class="pre">value_from_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.option_to_runner_api"><code class="docutils literal notranslate"><span class="pre">option_to_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.option_from_runner_api"><code class="docutils literal notranslate"><span class="pre">option_from_runner_api()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.schema_field"><code class="docutils literal notranslate"><span class="pre">schema_field()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.SchemaTranslation"><code class="docutils literal notranslate"><span class="pre">SchemaTranslation</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.named_tuple_from_schema"><code class="docutils literal notranslate"><span class="pre">named_tuple_from_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.named_tuple_to_schema"><code class="docutils literal notranslate"><span class="pre">named_tuple_to_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.schema_from_element_type"><code class="docutils literal notranslate"><span class="pre">schema_from_element_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.named_fields_from_element_type"><code class="docutils literal notranslate"><span class="pre">named_fields_from_element_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.union_schema_type"><code class="docutils literal notranslate"><span class="pre">union_schema_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.LogicalTypeRegistry"><code class="docutils literal notranslate"><span class="pre">LogicalTypeRegistry</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.LogicalType"><code class="docutils literal notranslate"><span class="pre">LogicalType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.NoArgumentLogicalType"><code class="docutils literal notranslate"><span class="pre">NoArgumentLogicalType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.PassThroughLogicalType"><code class="docutils literal notranslate"><span class="pre">PassThroughLogicalType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.MicrosInstantRepresentation"><code class="docutils literal notranslate"><span class="pre">MicrosInstantRepresentation</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.MillisInstant"><code class="docutils literal notranslate"><span class="pre">MillisInstant</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.MicrosInstant"><code class="docutils literal notranslate"><span class="pre">MicrosInstant</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.PythonCallable"><code class="docutils literal notranslate"><span class="pre">PythonCallable</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.FixedPrecisionDecimalArgumentRepresentation"><code class="docutils literal notranslate"><span class="pre">FixedPrecisionDecimalArgumentRepresentation</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.DecimalLogicalType"><code class="docutils literal notranslate"><span class="pre">DecimalLogicalType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.FixedPrecisionDecimalLogicalType"><code class="docutils literal notranslate"><span class="pre">FixedPrecisionDecimalLogicalType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.FixedBytes"><code class="docutils literal notranslate"><span class="pre">FixedBytes</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.VariableBytes"><code class="docutils literal notranslate"><span class="pre">VariableBytes</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.FixedString"><code class="docutils literal notranslate"><span class="pre">FixedString</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.VariableString"><code class="docutils literal notranslate"><span class="pre">VariableString</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.JdbcDateType"><code class="docutils literal notranslate"><span class="pre">JdbcDateType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.schemas.html#apache_beam.typehints.schemas.JdbcTimeType"><code class="docutils literal notranslate"><span class="pre">JdbcTimeType</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.sharded_key_type.html">apache_beam.typehints.sharded_key_type module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.sharded_key_type.html#apache_beam.typehints.sharded_key_type.ShardedKeyTypeConstraint"><code class="docutils literal notranslate"><span class="pre">ShardedKeyTypeConstraint</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.sharded_key_type.html#apache_beam.typehints.sharded_key_type.ShardedKeyType"><code class="docutils literal notranslate"><span class="pre">ShardedKeyType</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html">apache_beam.typehints.trivial_inference module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.TypeInferenceError"><code class="docutils literal notranslate"><span class="pre">TypeInferenceError</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.instance_to_type"><code class="docutils literal notranslate"><span class="pre">instance_to_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.union_list"><code class="docutils literal notranslate"><span class="pre">union_list()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.Const"><code class="docutils literal notranslate"><span class="pre">Const</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.FrameState"><code class="docutils literal notranslate"><span class="pre">FrameState</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.union"><code class="docutils literal notranslate"><span class="pre">union()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.finalize_hints"><code class="docutils literal notranslate"><span class="pre">finalize_hints()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.element_type"><code class="docutils literal notranslate"><span class="pre">element_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.key_value_types"><code class="docutils literal notranslate"><span class="pre">key_value_types()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.BoundMethod"><code class="docutils literal notranslate"><span class="pre">BoundMethod</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.hashable"><code class="docutils literal notranslate"><span class="pre">hashable()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.infer_return_type"><code class="docutils literal notranslate"><span class="pre">infer_return_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.trivial_inference.html#apache_beam.typehints.trivial_inference.infer_return_type_func"><code class="docutils literal notranslate"><span class="pre">infer_return_type_func()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.typecheck.html">apache_beam.typehints.typecheck module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.AbstractDoFnWrapper"><code class="docutils literal notranslate"><span class="pre">AbstractDoFnWrapper</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.OutputCheckWrapperDoFn"><code class="docutils literal notranslate"><span class="pre">OutputCheckWrapperDoFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.TypeCheckWrapperDoFn"><code class="docutils literal notranslate"><span class="pre">TypeCheckWrapperDoFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.TypeCheckCombineFn"><code class="docutils literal notranslate"><span class="pre">TypeCheckCombineFn</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.TypeCheckVisitor"><code class="docutils literal notranslate"><span class="pre">TypeCheckVisitor</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typecheck.html#apache_beam.typehints.typecheck.PerformanceTypeCheckVisitor"><code class="docutils literal notranslate"><span class="pre">PerformanceTypeCheckVisitor</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.typehints.typehints.html">apache_beam.typehints.typehints module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typehints.html#apache_beam.typehints.typehints.WindowedValue"><code class="docutils literal notranslate"><span class="pre">WindowedValue</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.typehints.typehints.html#apache_beam.typehints.typehints.TypeVariable"><code class="docutils literal notranslate"><span class="pre">TypeVariable</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.utils.html">apache_beam.utils package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.utils.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.annotations.html">apache_beam.utils.annotations module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.annotations.html#apache_beam.utils.annotations.BeamDeprecationWarning"><code class="docutils literal notranslate"><span class="pre">BeamDeprecationWarning</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.annotations.html#apache_beam.utils.annotations.annotate"><code class="docutils literal notranslate"><span class="pre">annotate()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.annotations.html#apache_beam.utils.annotations.deprecated"><code class="docutils literal notranslate"><span class="pre">deprecated()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.histogram.html">apache_beam.utils.histogram module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.histogram.html#apache_beam.utils.histogram.Histogram"><code class="docutils literal notranslate"><span class="pre">Histogram</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.histogram.html#apache_beam.utils.histogram.BucketType"><code class="docutils literal notranslate"><span class="pre">BucketType</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.histogram.html#apache_beam.utils.histogram.LinearBucket"><code class="docutils literal notranslate"><span class="pre">LinearBucket</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.interactive_utils.html">apache_beam.utils.interactive_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.interactive_utils.html#apache_beam.utils.interactive_utils.is_in_ipython"><code class="docutils literal notranslate"><span class="pre">is_in_ipython()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.interactive_utils.html#apache_beam.utils.interactive_utils.is_in_notebook"><code class="docutils literal notranslate"><span class="pre">is_in_notebook()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.interactive_utils.html#apache_beam.utils.interactive_utils.alter_label_if_ipython"><code class="docutils literal notranslate"><span class="pre">alter_label_if_ipython()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.multi_process_shared.html">apache_beam.utils.multi_process_shared module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.multi_process_shared.html#apache_beam.utils.multi_process_shared.patched_autoproxy"><code class="docutils literal notranslate"><span class="pre">patched_autoproxy()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.multi_process_shared.html#apache_beam.utils.multi_process_shared.MultiProcessShared"><code class="docutils literal notranslate"><span class="pre">MultiProcessShared</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.plugin.html">apache_beam.utils.plugin module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.plugin.html#apache_beam.utils.plugin.BeamPlugin"><code class="docutils literal notranslate"><span class="pre">BeamPlugin</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.processes.html">apache_beam.utils.processes module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.processes.html#apache_beam.utils.processes.call"><code class="docutils literal notranslate"><span class="pre">call()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.processes.html#apache_beam.utils.processes.check_call"><code class="docutils literal notranslate"><span class="pre">check_call()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.processes.html#apache_beam.utils.processes.check_output"><code class="docutils literal notranslate"><span class="pre">check_output()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.processes.html#apache_beam.utils.processes.Popen"><code class="docutils literal notranslate"><span class="pre">Popen()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.profiler.html">apache_beam.utils.profiler module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.profiler.html#apache_beam.utils.profiler.Profile"><code class="docutils literal notranslate"><span class="pre">Profile</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.proto_utils.html">apache_beam.utils.proto_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.pack_Any"><code class="docutils literal notranslate"><span class="pre">pack_Any()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.unpack_Any"><code class="docutils literal notranslate"><span class="pre">unpack_Any()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.parse_Bytes"><code class="docutils literal notranslate"><span class="pre">parse_Bytes()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.pack_Struct"><code class="docutils literal notranslate"><span class="pre">pack_Struct()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.from_micros"><code class="docutils literal notranslate"><span class="pre">from_micros()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.to_micros"><code class="docutils literal notranslate"><span class="pre">to_micros()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.to_Timestamp"><code class="docutils literal notranslate"><span class="pre">to_Timestamp()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.proto_utils.html#apache_beam.utils.proto_utils.from_Timestamp"><code class="docutils literal notranslate"><span class="pre">from_Timestamp()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.python_callable.html">apache_beam.utils.python_callable module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.python_callable.html#apache_beam.utils.python_callable.PythonCallableWithSource"><code class="docutils literal notranslate"><span class="pre">PythonCallableWithSource</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.retry.html">apache_beam.utils.retry module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.PermanentException"><code class="docutils literal notranslate"><span class="pre">PermanentException</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.FuzzedExponentialIntervals"><code class="docutils literal notranslate"><span class="pre">FuzzedExponentialIntervals</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_on_server_errors_filter"><code class="docutils literal notranslate"><span class="pre">retry_on_server_errors_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_on_server_errors_and_notfound_filter"><code class="docutils literal notranslate"><span class="pre">retry_on_server_errors_and_notfound_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_on_server_errors_and_timeout_filter"><code class="docutils literal notranslate"><span class="pre">retry_on_server_errors_and_timeout_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_on_server_errors_timeout_or_quota_issues_filter"><code class="docutils literal notranslate"><span class="pre">retry_on_server_errors_timeout_or_quota_issues_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_on_beam_io_error_filter"><code class="docutils literal notranslate"><span class="pre">retry_on_beam_io_error_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.retry_if_valid_input_but_server_error_and_timeout_filter"><code class="docutils literal notranslate"><span class="pre">retry_if_valid_input_but_server_error_and_timeout_filter()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.Clock"><code class="docutils literal notranslate"><span class="pre">Clock</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.no_retries"><code class="docutils literal notranslate"><span class="pre">no_retries()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.retry.html#apache_beam.utils.retry.with_exponential_backoff"><code class="docutils literal notranslate"><span class="pre">with_exponential_backoff()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.sentinel.html">apache_beam.utils.sentinel module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.sentinel.html#apache_beam.utils.sentinel.Sentinel"><code class="docutils literal notranslate"><span class="pre">Sentinel</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.sharded_key.html">apache_beam.utils.sharded_key module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.sharded_key.html#apache_beam.utils.sharded_key.ShardedKey"><code class="docutils literal notranslate"><span class="pre">ShardedKey</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.shared.html">apache_beam.utils.shared module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.shared.html#apache_beam.utils.shared.Shared"><code class="docutils literal notranslate"><span class="pre">Shared</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.subprocess_server.html">apache_beam.utils.subprocess_server module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.subprocess_server.html#apache_beam.utils.subprocess_server.JavaHelper"><code class="docutils literal notranslate"><span class="pre">JavaHelper</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.subprocess_server.html#apache_beam.utils.subprocess_server.SubprocessServer"><code class="docutils literal notranslate"><span class="pre">SubprocessServer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.subprocess_server.html#apache_beam.utils.subprocess_server.JavaJarServer"><code class="docutils literal notranslate"><span class="pre">JavaJarServer</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.subprocess_server.html#apache_beam.utils.subprocess_server.is_service_endpoint"><code class="docutils literal notranslate"><span class="pre">is_service_endpoint()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.subprocess_server.html#apache_beam.utils.subprocess_server.pick_port"><code class="docutils literal notranslate"><span class="pre">pick_port()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.thread_pool_executor.html">apache_beam.utils.thread_pool_executor module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.thread_pool_executor.html#apache_beam.utils.thread_pool_executor.UnboundedThreadPoolExecutor"><code class="docutils literal notranslate"><span class="pre">UnboundedThreadPoolExecutor</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.thread_pool_executor.html#apache_beam.utils.thread_pool_executor.shared_unbounded_instance"><code class="docutils literal notranslate"><span class="pre">shared_unbounded_instance()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.timestamp.html">apache_beam.utils.timestamp module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.timestamp.html#apache_beam.utils.timestamp.Timestamp"><code class="docutils literal notranslate"><span class="pre">Timestamp</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.timestamp.html#apache_beam.utils.timestamp.Duration"><code class="docutils literal notranslate"><span class="pre">Duration</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.transform_service_launcher.html">apache_beam.utils.transform_service_launcher module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.transform_service_launcher.html#apache_beam.utils.transform_service_launcher.is_docker_compose_v2_available"><code class="docutils literal notranslate"><span class="pre">is_docker_compose_v2_available()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.transform_service_launcher.html#apache_beam.utils.transform_service_launcher.TransformServiceLauncher"><code class="docutils literal notranslate"><span class="pre">TransformServiceLauncher</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.transform_service_launcher.html#apache_beam.utils.transform_service_launcher.main"><code class="docutils literal notranslate"><span class="pre">main()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.utils.urns.html">apache_beam.utils.urns module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.utils.urns.html#apache_beam.utils.urns.RunnerApiFn"><code class="docutils literal notranslate"><span class="pre">RunnerApiFn</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.yaml.html">apache_beam.yaml package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.yaml.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.examples.html">apache_beam.yaml.examples package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.examples.html#subpackages">Subpackages</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.yaml.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.cache_provider_artifacts.html">apache_beam.yaml.cache_provider_artifacts module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.cache_provider_artifacts.html#apache_beam.yaml.cache_provider_artifacts.cache_provider_artifacts"><code class="docutils literal notranslate"><span class="pre">cache_provider_artifacts()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.conftest.html">apache_beam.yaml.conftest module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.conftest.html#apache_beam.yaml.conftest.pytest_addoption"><code class="docutils literal notranslate"><span class="pre">pytest_addoption()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.conftest.html#apache_beam.yaml.conftest.pytest_configure"><code class="docutils literal notranslate"><span class="pre">pytest_configure()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html">apache_beam.yaml.generate_yaml_docs module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.pretty_example"><code class="docutils literal notranslate"><span class="pre">pretty_example()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.config_docs"><code class="docutils literal notranslate"><span class="pre">config_docs()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.indent"><code class="docutils literal notranslate"><span class="pre">indent()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.longest"><code class="docutils literal notranslate"><span class="pre">longest()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.io_grouping_key"><code class="docutils literal notranslate"><span class="pre">io_grouping_key()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.add_transform_links"><code class="docutils literal notranslate"><span class="pre">add_transform_links()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.transform_docs"><code class="docutils literal notranslate"><span class="pre">transform_docs()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.create_index"><code class="docutils literal notranslate"><span class="pre">create_index()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.create_examples_markdown"><code class="docutils literal notranslate"><span class="pre">create_examples_markdown()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.markdown_to_html"><code class="docutils literal notranslate"><span class="pre">markdown_to_html()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.generate_yaml_docs.html#apache_beam.yaml.generate_yaml_docs.main"><code class="docutils literal notranslate"><span class="pre">main()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.json_utils.html">apache_beam.yaml.json_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.json_schema_to_beam_schema"><code class="docutils literal notranslate"><span class="pre">json_schema_to_beam_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.json_type_to_beam_type"><code class="docutils literal notranslate"><span class="pre">json_type_to_beam_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.beam_schema_to_json_schema"><code class="docutils literal notranslate"><span class="pre">beam_schema_to_json_schema()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.beam_type_to_json_type"><code class="docutils literal notranslate"><span class="pre">beam_type_to_json_type()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.json_to_row"><code class="docutils literal notranslate"><span class="pre">json_to_row()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.json_parser"><code class="docutils literal notranslate"><span class="pre">json_parser()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.row_to_json"><code class="docutils literal notranslate"><span class="pre">row_to_json()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.json_formater"><code class="docutils literal notranslate"><span class="pre">json_formater()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.json_utils.html#apache_beam.yaml.json_utils.row_validator"><code class="docutils literal notranslate"><span class="pre">row_validator()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.main.html">apache_beam.yaml.main module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.main.html#apache_beam.yaml.main.run"><code class="docutils literal notranslate"><span class="pre">run()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.main.html#apache_beam.yaml.main.run_tests"><code class="docutils literal notranslate"><span class="pre">run_tests()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.main.html#apache_beam.yaml.main.update_tests"><code class="docutils literal notranslate"><span class="pre">update_tests()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.main.html#apache_beam.yaml.main.build_pipeline_components_from_argv"><code class="docutils literal notranslate"><span class="pre">build_pipeline_components_from_argv()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.main.html#apache_beam.yaml.main.build_pipeline_components_from_yaml"><code class="docutils literal notranslate"><span class="pre">build_pipeline_components_from_yaml()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.options.html">apache_beam.yaml.options module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.options.html#apache_beam.yaml.options.YamlOptions"><code class="docutils literal notranslate"><span class="pre">YamlOptions</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_combine.html">apache_beam.yaml.yaml_combine module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_combine.html#apache_beam.yaml.yaml_combine.normalize_combine"><code class="docutils literal notranslate"><span class="pre">normalize_combine()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_combine.html#apache_beam.yaml.yaml_combine.PyJsYamlCombine"><code class="docutils literal notranslate"><span class="pre">PyJsYamlCombine</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_combine.html#apache_beam.yaml.yaml_combine.create_combine_providers"><code class="docutils literal notranslate"><span class="pre">create_combine_providers()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_enrichment.html">apache_beam.yaml.yaml_enrichment module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_enrichment.html#apache_beam.yaml.yaml_enrichment.enrichment_transform"><code class="docutils literal notranslate"><span class="pre">enrichment_transform()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html">apache_beam.yaml.yaml_errors module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html#apache_beam.yaml.yaml_errors.ErrorHandlingConfig"><code class="docutils literal notranslate"><span class="pre">ErrorHandlingConfig</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html#apache_beam.yaml.yaml_errors.exception_handling_args"><code class="docutils literal notranslate"><span class="pre">exception_handling_args()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html#apache_beam.yaml.yaml_errors.map_errors_to_standard_format"><code class="docutils literal notranslate"><span class="pre">map_errors_to_standard_format()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html#apache_beam.yaml.yaml_errors.maybe_with_exception_handling"><code class="docutils literal notranslate"><span class="pre">maybe_with_exception_handling()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_errors.html#apache_beam.yaml.yaml_errors.maybe_with_exception_handling_transform_fn"><code class="docutils literal notranslate"><span class="pre">maybe_with_exception_handling_transform_fn()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_io.html">apache_beam.yaml.yaml_io module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.read_from_text"><code class="docutils literal notranslate"><span class="pre">read_from_text()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.write_to_text"><code class="docutils literal notranslate"><span class="pre">write_to_text()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.read_from_bigquery"><code class="docutils literal notranslate"><span class="pre">read_from_bigquery()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.write_to_bigquery"><code class="docutils literal notranslate"><span class="pre">write_to_bigquery()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.read_from_pubsub"><code class="docutils literal notranslate"><span class="pre">read_from_pubsub()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.write_to_pubsub"><code class="docutils literal notranslate"><span class="pre">write_to_pubsub()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.read_from_iceberg"><code class="docutils literal notranslate"><span class="pre">read_from_iceberg()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.write_to_iceberg"><code class="docutils literal notranslate"><span class="pre">write_to_iceberg()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.io_providers"><code class="docutils literal notranslate"><span class="pre">io_providers()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.read_from_tfrecord"><code class="docutils literal notranslate"><span class="pre">read_from_tfrecord()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_io.html#apache_beam.yaml.yaml_io.write_to_tfrecord"><code class="docutils literal notranslate"><span class="pre">write_to_tfrecord()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_join.html">apache_beam.yaml.yaml_join module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_join.html#apache_beam.yaml.yaml_join.create_join_providers"><code class="docutils literal notranslate"><span class="pre">create_join_providers()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html">apache_beam.yaml.yaml_mapping module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.normalize_mapping"><code class="docutils literal notranslate"><span class="pre">normalize_mapping()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.is_literal"><code class="docutils literal notranslate"><span class="pre">is_literal()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.validate_generic_expression"><code class="docutils literal notranslate"><span class="pre">validate_generic_expression()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.validate_generic_expressions"><code class="docutils literal notranslate"><span class="pre">validate_generic_expressions()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.py_value_to_js_dict"><code class="docutils literal notranslate"><span class="pre">py_value_to_js_dict()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.is_expr"><code class="docutils literal notranslate"><span class="pre">is_expr()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.normalize_fields"><code class="docutils literal notranslate"><span class="pre">normalize_fields()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.PaneInfoTuple"><code class="docutils literal notranslate"><span class="pre">PaneInfoTuple</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_mapping.html#apache_beam.yaml.yaml_mapping.create_mapping_providers"><code class="docutils literal notranslate"><span class="pre">create_mapping_providers()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_ml.html">apache_beam.yaml.yaml_ml module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_ml.html#apache_beam.yaml.yaml_ml.ModelHandlerProvider"><code class="docutils literal notranslate"><span class="pre">ModelHandlerProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_ml.html#apache_beam.yaml.yaml_ml.VertexAIModelHandlerJSONProvider"><code class="docutils literal notranslate"><span class="pre">VertexAIModelHandlerJSONProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_ml.html#apache_beam.yaml.yaml_ml.run_inference"><code class="docutils literal notranslate"><span class="pre">run_inference()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_ml.html#apache_beam.yaml.yaml_ml.ml_transform"><code class="docutils literal notranslate"><span class="pre">ml_transform()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html">apache_beam.yaml.yaml_provider module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.NotAvailableWithReason"><code class="docutils literal notranslate"><span class="pre">NotAvailableWithReason</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.Provider"><code class="docutils literal notranslate"><span class="pre">Provider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.as_provider"><code class="docutils literal notranslate"><span class="pre">as_provider()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.as_provider_list"><code class="docutils literal notranslate"><span class="pre">as_provider_list()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.ExternalProvider"><code class="docutils literal notranslate"><span class="pre">ExternalProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.java_jar"><code class="docutils literal notranslate"><span class="pre">java_jar()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.maven_jar"><code class="docutils literal notranslate"><span class="pre">maven_jar()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.beam_jar"><code class="docutils literal notranslate"><span class="pre">beam_jar()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.docker"><code class="docutils literal notranslate"><span class="pre">docker()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.RemoteProvider"><code class="docutils literal notranslate"><span class="pre">RemoteProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.ExternalJavaProvider"><code class="docutils literal notranslate"><span class="pre">ExternalJavaProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.python"><code class="docutils literal notranslate"><span class="pre">python()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.ExternalPythonProvider"><code class="docutils literal notranslate"><span class="pre">ExternalPythonProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.YamlProvider"><code class="docutils literal notranslate"><span class="pre">YamlProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.fix_pycallable"><code class="docutils literal notranslate"><span class="pre">fix_pycallable()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.InlineProvider"><code class="docutils literal notranslate"><span class="pre">InlineProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.MetaInlineProvider"><code class="docutils literal notranslate"><span class="pre">MetaInlineProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.get_default_sql_provider"><code class="docutils literal notranslate"><span class="pre">get_default_sql_provider()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.SqlBackedProvider"><code class="docutils literal notranslate"><span class="pre">SqlBackedProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.element_to_rows"><code class="docutils literal notranslate"><span class="pre">element_to_rows()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.dicts_to_rows"><code class="docutils literal notranslate"><span class="pre">dicts_to_rows()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.YamlProviders"><code class="docutils literal notranslate"><span class="pre">YamlProviders</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.TranslatingProvider"><code class="docutils literal notranslate"><span class="pre">TranslatingProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.create_java_builtin_provider"><code class="docutils literal notranslate"><span class="pre">create_java_builtin_provider()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.PypiExpansionService"><code class="docutils literal notranslate"><span class="pre">PypiExpansionService</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.RenamingProvider"><code class="docutils literal notranslate"><span class="pre">RenamingProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.load_providers"><code class="docutils literal notranslate"><span class="pre">load_providers()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.parse_providers"><code class="docutils literal notranslate"><span class="pre">parse_providers()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.merge_providers"><code class="docutils literal notranslate"><span class="pre">merge_providers()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_provider.html#apache_beam.yaml.yaml_provider.standard_providers"><code class="docutils literal notranslate"><span class="pre">standard_providers()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_specifiable.html">apache_beam.yaml.yaml_specifiable module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_specifiable.html#apache_beam.yaml.yaml_specifiable.maybe_make_specifiable"><code class="docutils literal notranslate"><span class="pre">maybe_make_specifiable()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_specifiable.html#apache_beam.yaml.yaml_specifiable.SpecProvider"><code class="docutils literal notranslate"><span class="pre">SpecProvider</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_specifiable.html#apache_beam.yaml.yaml_specifiable.create_spec_providers"><code class="docutils literal notranslate"><span class="pre">create_spec_providers()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html">apache_beam.yaml.yaml_testing module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.YamlTestCase"><code class="docutils literal notranslate"><span class="pre">YamlTestCase</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.run_test"><code class="docutils literal notranslate"><span class="pre">run_test()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.validate_test_spec"><code class="docutils literal notranslate"><span class="pre">validate_test_spec()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.inject_test_tranforms"><code class="docutils literal notranslate"><span class="pre">inject_test_tranforms()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.AssertEqualAndRecord"><code class="docutils literal notranslate"><span class="pre">AssertEqualAndRecord</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.create_test"><code class="docutils literal notranslate"><span class="pre">create_test()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_testing.html#apache_beam.yaml.yaml_testing.RecordElements"><code class="docutils literal notranslate"><span class="pre">RecordElements</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_transform.html">apache_beam.yaml.yaml_transform module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_transform.html#apache_beam.yaml.yaml_transform.YamlTransform"><code class="docutils literal notranslate"><span class="pre">YamlTransform</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.yaml.yaml_utils.html">apache_beam.yaml.yaml_utils module</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_utils.html#apache_beam.yaml.yaml_utils.SafeLineLoader"><code class="docutils literal notranslate"><span class="pre">SafeLineLoader</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_utils.html#apache_beam.yaml.yaml_utils.patch_yaml"><code class="docutils literal notranslate"><span class="pre">patch_yaml()</span></code></a></li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.yaml.yaml_utils.html#apache_beam.yaml.yaml_utils.locate_data_file"><code class="docutils literal notranslate"><span class="pre">locate_data_file()</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| </section> |
| <section id="submodules"> |
| <h1>Submodules<a class="headerlink" href="#submodules" title="Link to this heading"></a></h1> |
| <div class="toctree-wrapper compound"> |
| <ul> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.error.html">apache_beam.error module</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.BeamError"><code class="docutils literal notranslate"><span class="pre">BeamError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.PipelineError"><code class="docutils literal notranslate"><span class="pre">PipelineError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.PValueError"><code class="docutils literal notranslate"><span class="pre">PValueError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.RunnerError"><code class="docutils literal notranslate"><span class="pre">RunnerError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.RuntimeValueProviderError"><code class="docutils literal notranslate"><span class="pre">RuntimeValueProviderError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.SideInputError"><code class="docutils literal notranslate"><span class="pre">SideInputError</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.error.html#apache_beam.error.TransformError"><code class="docutils literal notranslate"><span class="pre">TransformError</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.pipeline.html">apache_beam.pipeline module</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline"><code class="docutils literal notranslate"><span class="pre">Pipeline</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.runner_implemented_transforms"><code class="docutils literal notranslate"><span class="pre">Pipeline.runner_implemented_transforms()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.display_data"><code class="docutils literal notranslate"><span class="pre">Pipeline.display_data()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.options"><code class="docutils literal notranslate"><span class="pre">Pipeline.options</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.allow_unsafe_triggers"><code class="docutils literal notranslate"><span class="pre">Pipeline.allow_unsafe_triggers</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.transform_annotations"><code class="docutils literal notranslate"><span class="pre">Pipeline.transform_annotations()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.replace_all"><code class="docutils literal notranslate"><span class="pre">Pipeline.replace_all()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.run"><code class="docutils literal notranslate"><span class="pre">Pipeline.run()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.visit"><code class="docutils literal notranslate"><span class="pre">Pipeline.visit()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.apply"><code class="docutils literal notranslate"><span class="pre">Pipeline.apply()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.to_runner_api"><code class="docutils literal notranslate"><span class="pre">Pipeline.to_runner_api()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.merge_compatible_environments"><code class="docutils literal notranslate"><span class="pre">Pipeline.merge_compatible_environments()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.Pipeline.from_runner_api"><code class="docutils literal notranslate"><span class="pre">Pipeline.from_runner_api()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pipeline.html#apache_beam.pipeline.transform_annotations"><code class="docutils literal notranslate"><span class="pre">transform_annotations()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.pvalue.html">apache_beam.pvalue module</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection"><code class="docutils literal notranslate"><span class="pre">PCollection</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection.windowing"><code class="docutils literal notranslate"><span class="pre">PCollection.windowing</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection.from_"><code class="docutils literal notranslate"><span class="pre">PCollection.from_()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection.to_runner_api"><code class="docutils literal notranslate"><span class="pre">PCollection.to_runner_api()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.PCollection.from_runner_api"><code class="docutils literal notranslate"><span class="pre">PCollection.from_runner_api()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.TaggedOutput"><code class="docutils literal notranslate"><span class="pre">TaggedOutput</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSideInput"><code class="docutils literal notranslate"><span class="pre">AsSideInput</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSideInput.element_type"><code class="docutils literal notranslate"><span class="pre">AsSideInput.element_type</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSideInput.to_runner_api"><code class="docutils literal notranslate"><span class="pre">AsSideInput.to_runner_api()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSideInput.from_runner_api"><code class="docutils literal notranslate"><span class="pre">AsSideInput.from_runner_api()</span></code></a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSideInput.requires_keyed_input"><code class="docutils literal notranslate"><span class="pre">AsSideInput.requires_keyed_input()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSingleton"><code class="docutils literal notranslate"><span class="pre">AsSingleton</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsSingleton.element_type"><code class="docutils literal notranslate"><span class="pre">AsSingleton.element_type</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsIter"><code class="docutils literal notranslate"><span class="pre">AsIter</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsIter.element_type"><code class="docutils literal notranslate"><span class="pre">AsIter.element_type</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsList"><code class="docutils literal notranslate"><span class="pre">AsList</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsDict"><code class="docutils literal notranslate"><span class="pre">AsDict</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsMultiMap"><code class="docutils literal notranslate"><span class="pre">AsMultiMap</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.AsMultiMap.requires_keyed_input"><code class="docutils literal notranslate"><span class="pre">AsMultiMap.requires_keyed_input()</span></code></a></li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.EmptySideInput"><code class="docutils literal notranslate"><span class="pre">EmptySideInput</span></code></a></li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.Row"><code class="docutils literal notranslate"><span class="pre">Row</span></code></a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.pvalue.html#apache_beam.pvalue.Row.as_dict"><code class="docutils literal notranslate"><span class="pre">Row.as_dict()</span></code></a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| </section> |
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