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| <span class="target" id="module-apache_beam"></span><div class="section" id="apache-beam-sdk-for-python"> |
| <h1>Apache Beam SDK for Python<a class="headerlink" href="#apache-beam-sdk-for-python" title="Permalink to this headline">¶</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> |
| <div class="section" id="status"> |
| <h2>Status<a class="headerlink" href="#status" title="Permalink to this headline">¶</a></h2> |
| <p>The SDK is still early in its development, and significant changes |
| should be expected before the first stable version.</p> |
| </div> |
| <div class="section" id="overview"> |
| <h2>Overview<a class="headerlink" href="#overview" title="Permalink to this headline">¶</a></h2> |
| <p>The key concepts in this programming model are</p> |
| <ul class="simple"> |
| <li><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"><span class="pre">PCollection</span></code></a>: represents a collection of data, |
| which could be bounded or unbounded in size.</li> |
| <li><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"><span class="pre">PTransform</span></code></a>: represents a |
| computation that transforms input PCollections into output PCollections.</li> |
| <li><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"><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"><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"><span class="pre">PCollection</span></code></a> s that is ready for execution.</li> |
| <li><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"><span class="pre">PipelineRunner</span></code></a>: specifies where and how |
| the pipeline should execute.</li> |
| <li><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"><span class="pre">Read</span></code></a>: read from an external source.</li> |
| <li><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"><span class="pre">Write</span></code></a>: write to an external data sink.</li> |
| </ul> |
| </div> |
| <div class="section" id="typical-usage"> |
| <h2>Typical usage<a class="headerlink" href="#typical-usage" title="Permalink to this headline">¶</a></h2> |
| <p>At the top of your source file:</p> |
| <div class="highlight-default"><div class="highlight"><pre><span></span><span class="kn">import</span> <span class="nn">apache_beam</span> <span class="k">as</span> <span class="nn">beam</span> |
| </pre></div> |
| </div> |
| <p>After this import statement</p> |
| <ul class="simple"> |
| <li>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"><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"><span class="pre">beam.GroupByKey</span></code></a>, etc.</li> |
| <li>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"><span class="pre">beam.Pipeline</span></code></a></li> |
| <li>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"><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"><span class="pre">beam.io.WriteToText</span></code></a>.</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> |
| </div> |
| </div> |
| <div class="section" id="subpackages"> |
| <h1>Subpackages<a class="headerlink" href="#subpackages" title="Permalink to this headline">¶</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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.coders.html">apache_beam.coders.coders module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.observable.html">apache_beam.coders.observable module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.coders.slow_stream.html">apache_beam.coders.slow_stream module</a></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.internal.html">apache_beam.internal package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.internal.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.internal.gcp.html">apache_beam.internal.gcp package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.internal.gcp.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.internal.gcp.auth.html">apache_beam.internal.gcp.auth module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.internal.gcp.json_value.html">apache_beam.internal.gcp.json_value module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.internal.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.internal.http_client.html">apache_beam.internal.http_client module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.internal.pickler.html">apache_beam.internal.pickler module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.internal.util.html">apache_beam.internal.util module</a></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.external.html">apache_beam.io.external package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.external.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.external.generate_sequence.html">apache_beam.io.external.generate_sequence module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.external.kafka.html">apache_beam.io.external.kafka module</a></li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.flink.flink_streaming_impulse_source.html">apache_beam.io.flink.flink_streaming_impulse_source module</a></li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.datastore.html">apache_beam.io.gcp.datastore package</a><ul> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.io.gcp.datastore.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.html">apache_beam.io.gcp.datastore.v1new package</a><ul> |
| <li class="toctree-l8"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.html#submodules">Submodules</a><ul> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline.html">apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.datastoreio.html">apache_beam.io.gcp.datastore.v1new.datastoreio module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.helper.html">apache_beam.io.gcp.datastore.v1new.helper module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.query_splitter.html">apache_beam.io.gcp.datastore.v1new.query_splitter module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.io.gcp.datastore.v1new.types.html">apache_beam.io.gcp.datastore.v1new.types module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.io.gcp.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.big_query_query_to_table_pipeline.html">apache_beam.io.gcp.big_query_query_to_table_pipeline module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.bigquery.html">apache_beam.io.gcp.bigquery module</a><ul> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.io.gcp.bigquery.html#writing-data-to-bigquery">Writing Data to BigQuery</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.io.gcp.bigquery.html#table-references">Table References</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.io.gcp.bigquery.html#schemas">Schemas</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.io.gcp.bigquery.html#additional-parameters-for-bigquery-tables">Additional Parameters for BigQuery Tables</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.bigquery_file_loads.html">apache_beam.io.gcp.bigquery_file_loads module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.bigquery_io_read_pipeline.html">apache_beam.io.gcp.bigquery_io_read_pipeline module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.bigquery_tools.html">apache_beam.io.gcp.bigquery_tools module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.bigtableio.html">apache_beam.io.gcp.bigtableio module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.gcsfilesystem.html">apache_beam.io.gcp.gcsfilesystem module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.gcsio.html">apache_beam.io.gcp.gcsio module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.gcsio_overrides.html">apache_beam.io.gcp.gcsio_overrides module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.pubsub.html">apache_beam.io.gcp.pubsub module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.gcp.pubsub_it_pipeline.html">apache_beam.io.gcp.pubsub_it_pipeline module</a></li> |
| </ul> |
| </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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.concat_source.html">apache_beam.io.concat_source module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filebasedsink.html">apache_beam.io.filebasedsink module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filebasedsource.html">apache_beam.io.filebasedsource module</a></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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.fileio.html#file-naming">File Naming</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.io.fileio.html#dynamic-destinations">Dynamic Destinations</a></li> |
| </ul> |
| </li> |
| </ul> |
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| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystem.html">apache_beam.io.filesystem module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystemio.html">apache_beam.io.filesystemio module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.filesystems.html">apache_beam.io.filesystems module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.hadoopfilesystem.html">apache_beam.io.hadoopfilesystem module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.iobase.html">apache_beam.io.iobase module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.localfilesystem.html">apache_beam.io.localfilesystem module</a></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> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.parquetio.html">apache_beam.io.parquetio module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.range_trackers.html">apache_beam.io.range_trackers module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.restriction_trackers.html">apache_beam.io.restriction_trackers module</a></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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.textio.html">apache_beam.io.textio module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.tfrecordio.html">apache_beam.io.tfrecordio module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.utils.html">apache_beam.io.utils module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.io.vcfio.html">apache_beam.io.vcfio module</a></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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.metric.html">apache_beam.metrics.metric module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.metricbase.html">apache_beam.metrics.metricbase module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.metrics.monitoring_infos.html">apache_beam.metrics.monitoring_infos module</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></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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.options.value_provider.html">apache_beam.options.value_provider module</a></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#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_artifact_api_pb2_grpc.html">apache_beam.portability.api.beam_artifact_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_expansion_api_pb2_grpc.html">apache_beam.portability.api.beam_expansion_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_fn_api_pb2_grpc.html">apache_beam.portability.api.beam_fn_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_job_api_pb2_grpc.html">apache_beam.portability.api.beam_job_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_provision_api_pb2_grpc.html">apache_beam.portability.api.beam_provision_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.beam_runner_api_pb2_grpc.html">apache_beam.portability.api.beam_runner_api_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.endpoints_pb2_grpc.html">apache_beam.portability.api.endpoints_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.external_transforms_pb2_grpc.html">apache_beam.portability.api.external_transforms_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.metrics_pb2_grpc.html">apache_beam.portability.api.metrics_pb2_grpc module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.portability.api.standard_window_fns_pb2_grpc.html">apache_beam.portability.api.standard_window_fns_pb2_grpc module</a></li> |
| </ul> |
| </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> |
| </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.dataflow.html">apache_beam.runners.dataflow package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.dataflow.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.native_io.html">apache_beam.runners.dataflow.native_io package</a><ul> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.runners.dataflow.native_io.html#submodules">Submodules</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.dataflow.native_io.iobase.html">apache_beam.runners.dataflow.native_io.iobase module</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.dataflow.native_io.streaming_create.html">apache_beam.runners.dataflow.native_io.streaming_create module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.dataflow.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline.html">apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline.html">apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.dataflow_metrics.html">apache_beam.runners.dataflow.dataflow_metrics module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.dataflow_runner.html">apache_beam.runners.dataflow.dataflow_runner module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.ptransform_overrides.html">apache_beam.runners.dataflow.ptransform_overrides module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.dataflow.test_dataflow_runner.html">apache_beam.runners.dataflow.test_dataflow_runner module</a></li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.bundle_factory.html">apache_beam.runners.direct.bundle_factory module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.clock.html">apache_beam.runners.direct.clock module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.consumer_tracking_pipeline_visitor.html">apache_beam.runners.direct.consumer_tracking_pipeline_visitor module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.direct_metrics.html">apache_beam.runners.direct.direct_metrics module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.direct_runner.html">apache_beam.runners.direct.direct_runner module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.direct_userstate.html">apache_beam.runners.direct.direct_userstate module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.evaluation_context.html">apache_beam.runners.direct.evaluation_context module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.executor.html">apache_beam.runners.direct.executor module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.helper_transforms.html">apache_beam.runners.direct.helper_transforms module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.sdf_direct_runner.html">apache_beam.runners.direct.sdf_direct_runner module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.test_direct_runner.html">apache_beam.runners.direct.test_direct_runner module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.transform_evaluator.html">apache_beam.runners.direct.transform_evaluator module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.util.html">apache_beam.runners.direct.util module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.direct.watermark_manager.html">apache_beam.runners.direct.watermark_manager module</a></li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.interactive.display.html">apache_beam.runners.interactive.display package</a><ul> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.runners.interactive.display.html#submodules">Submodules</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.interactive.display.display_manager.html">apache_beam.runners.interactive.display.display_manager module</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.interactive.display.interactive_pipeline_graph.html">apache_beam.runners.interactive.display.interactive_pipeline_graph module</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.interactive.display.pipeline_graph.html">apache_beam.runners.interactive.display.pipeline_graph module</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.runners.interactive.display.pipeline_graph_renderer.html">apache_beam.runners.interactive.display.pipeline_graph_renderer module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.interactive.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.interactive.cache_manager.html">apache_beam.runners.interactive.cache_manager module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.interactive.interactive_runner.html">apache_beam.runners.interactive.interactive_runner module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.interactive.pipeline_analyzer.html">apache_beam.runners.interactive.pipeline_analyzer module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.internal.html">apache_beam.runners.internal package</a><ul> |
| <li class="toctree-l4"><a class="reference internal" href="apache_beam.runners.internal.html#submodules">Submodules</a><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.internal.names.html">apache_beam.runners.internal.names module</a></li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.job.manager.html">apache_beam.runners.job.manager module</a></li> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.runners.job.utils.html">apache_beam.runners.job.utils module</a></li> |
| </ul> |
| </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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.runner.html">apache_beam.runners.runner module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.runners.sdf_common.html">apache_beam.runners.sdf_common module</a></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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.html">apache_beam.testing.benchmarks.nexmark package</a><ul> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.html#subpackages">Subpackages</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.models.html">apache_beam.testing.benchmarks.nexmark.models package</a><ul> |
| <li class="toctree-l8"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.models.html#submodules">Submodules</a><ul> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.models.nexmark_model.html">apache_beam.testing.benchmarks.nexmark.models.nexmark_model module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.queries.html">apache_beam.testing.benchmarks.nexmark.queries package</a><ul> |
| <li class="toctree-l8"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.queries.html#submodules">Submodules</a><ul> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.queries.query0.html">apache_beam.testing.benchmarks.nexmark.queries.query0 module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.queries.query1.html">apache_beam.testing.benchmarks.nexmark.queries.query1 module</a></li> |
| <li class="toctree-l9"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.queries.query2.html">apache_beam.testing.benchmarks.nexmark.queries.query2 module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l6"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.html#submodules">Submodules</a><ul> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.nexmark_launcher.html">apache_beam.testing.benchmarks.nexmark.nexmark_launcher module</a></li> |
| <li class="toctree-l7"><a class="reference internal" href="apache_beam.testing.benchmarks.nexmark.nexmark_util.html">apache_beam.testing.benchmarks.nexmark.nexmark_util module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </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><ul> |
| <li class="toctree-l5"><a class="reference internal" href="apache_beam.testing.load_tests.load_test_metrics_utils.html">apache_beam.testing.load_tests.load_test_metrics_utils module</a></li> |
| </ul> |
| </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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.extra_assertions.html">apache_beam.testing.extra_assertions module</a></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></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.pipeline_verifiers.html">apache_beam.testing.pipeline_verifiers module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.synthetic_pipeline.html">apache_beam.testing.synthetic_pipeline module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_pipeline.html">apache_beam.testing.test_pipeline module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_stream.html">apache_beam.testing.test_stream module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.test_utils.html">apache_beam.testing.test_utils module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.testing.util.html">apache_beam.testing.util module</a></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| <li class="toctree-l1"><a class="reference internal" href="apache_beam.tools.html">apache_beam.tools package</a><ul> |
| <li class="toctree-l2"><a class="reference internal" href="apache_beam.tools.html#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.tools.coders_microbenchmark.html">apache_beam.tools.coders_microbenchmark module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.tools.distribution_counter_microbenchmark.html">apache_beam.tools.distribution_counter_microbenchmark module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.tools.sideinput_microbenchmark.html">apache_beam.tools.sideinput_microbenchmark module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.tools.utils.html">apache_beam.tools.utils module</a></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#submodules">Submodules</a><ul> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.combiners.html">apache_beam.transforms.combiners module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.core.html">apache_beam.transforms.core module</a></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.display.html">apache_beam.transforms.display module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.external.html">apache_beam.transforms.external module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.external_test_it.html">apache_beam.transforms.external_test_it module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.ptransform.html">apache_beam.transforms.ptransform module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.sideinputs.html">apache_beam.transforms.sideinputs module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.stats.html">apache_beam.transforms.stats module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.timeutil.html">apache_beam.transforms.timeutil module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.trigger.html">apache_beam.transforms.trigger module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.userstate.html">apache_beam.transforms.userstate module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.util.html">apache_beam.transforms.util module</a></li> |
| <li class="toctree-l3"><a class="reference internal" href="apache_beam.transforms.window.html">apache_beam.transforms.window module</a></li> |
| </ul> |
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