MANIFEST.in
gen_protos.py
setup.cfg
setup.py
apache_beam/__init__.py
apache_beam/error.py
apache_beam/pipeline.py
apache_beam/pipeline_test.py
apache_beam/pvalue.py
apache_beam/pvalue_test.py
apache_beam/version.py
apache_beam/coders/__init__.py
apache_beam/coders/avro_record.py
apache_beam/coders/coder_impl.pxd
apache_beam/coders/coder_impl.py
apache_beam/coders/coders.py
apache_beam/coders/coders_test.py
apache_beam/coders/coders_test_common.py
apache_beam/coders/fast_coders_test.py
apache_beam/coders/observable.py
apache_beam/coders/observable_test.py
apache_beam/coders/proto2_coder_test_messages_pb2.py
apache_beam/coders/row_coder.py
apache_beam/coders/row_coder_test.py
apache_beam/coders/slow_coders_test.py
apache_beam/coders/slow_stream.py
apache_beam/coders/standard_coders_test.py
apache_beam/coders/stream.pxd
apache_beam/coders/stream.pyx
apache_beam/coders/stream_test.py
apache_beam/coders/typecoders.py
apache_beam/coders/typecoders_test.py
apache_beam/dataframe/__init__.py
apache_beam/dataframe/convert.py
apache_beam/dataframe/convert_test.py
apache_beam/dataframe/doctests.py
apache_beam/dataframe/doctests_test.py
apache_beam/dataframe/expressions.py
apache_beam/dataframe/expressions_test.py
apache_beam/dataframe/frame_base.py
apache_beam/dataframe/frame_base_test.py
apache_beam/dataframe/frames.py
apache_beam/dataframe/frames_test.py
apache_beam/dataframe/io.py
apache_beam/dataframe/io_test.py
apache_beam/dataframe/pandas_docs_test.py
apache_beam/dataframe/pandas_doctests_test.py
apache_beam/dataframe/pandas_top_level_functions.py
apache_beam/dataframe/partitionings.py
apache_beam/dataframe/partitionings_test.py
apache_beam/dataframe/schemas.py
apache_beam/dataframe/schemas_test.py
apache_beam/dataframe/transforms.py
apache_beam/dataframe/transforms_test.py
apache_beam/examples/__init__.py
apache_beam/examples/avro_bitcoin.py
apache_beam/examples/fastavro_it_test.py
apache_beam/examples/sql_taxi.py
apache_beam/examples/streaming_wordcount.py
apache_beam/examples/streaming_wordcount_debugging.py
apache_beam/examples/streaming_wordcount_debugging_it_test.py
apache_beam/examples/streaming_wordcount_debugging_test.py
apache_beam/examples/streaming_wordcount_it_test.py
apache_beam/examples/windowed_wordcount.py
apache_beam/examples/wordcount.py
apache_beam/examples/wordcount_dataframe.py
apache_beam/examples/wordcount_dataframe_test.py
apache_beam/examples/wordcount_debugging.py
apache_beam/examples/wordcount_debugging_test.py
apache_beam/examples/wordcount_it_test.py
apache_beam/examples/wordcount_minimal.py
apache_beam/examples/wordcount_minimal_test.py
apache_beam/examples/wordcount_test.py
apache_beam/examples/wordcount_with_metrics.py
apache_beam/examples/wordcount_xlang.py
apache_beam/examples/wordcount_xlang_sql.py
apache_beam/examples/complete/__init__.py
apache_beam/examples/complete/autocomplete.py
apache_beam/examples/complete/autocomplete_test.py
apache_beam/examples/complete/distribopt.py
apache_beam/examples/complete/distribopt_test.py
apache_beam/examples/complete/estimate_pi.py
apache_beam/examples/complete/estimate_pi_test.py
apache_beam/examples/complete/tfidf.py
apache_beam/examples/complete/tfidf_test.py
apache_beam/examples/complete/top_wikipedia_sessions.py
apache_beam/examples/complete/top_wikipedia_sessions_test.py
apache_beam/examples/complete/game/__init__.py
apache_beam/examples/complete/game/game_stats.py
apache_beam/examples/complete/game/game_stats_it_test.py
apache_beam/examples/complete/game/game_stats_test.py
apache_beam/examples/complete/game/hourly_team_score.py
apache_beam/examples/complete/game/hourly_team_score_it_test.py
apache_beam/examples/complete/game/hourly_team_score_test.py
apache_beam/examples/complete/game/leader_board.py
apache_beam/examples/complete/game/leader_board_it_test.py
apache_beam/examples/complete/game/leader_board_test.py
apache_beam/examples/complete/game/user_score.py
apache_beam/examples/complete/game/user_score_it_test.py
apache_beam/examples/complete/game/user_score_test.py
apache_beam/examples/complete/juliaset/__init__.py
apache_beam/examples/complete/juliaset/juliaset_main.py
apache_beam/examples/complete/juliaset/setup.py
apache_beam/examples/complete/juliaset/juliaset/__init__.py
apache_beam/examples/complete/juliaset/juliaset/juliaset.py
apache_beam/examples/complete/juliaset/juliaset/juliaset_test.py
apache_beam/examples/complete/juliaset/juliaset/juliaset_test_it.py
apache_beam/examples/cookbook/__init__.py
apache_beam/examples/cookbook/bigquery_schema.py
apache_beam/examples/cookbook/bigquery_side_input.py
apache_beam/examples/cookbook/bigquery_side_input_test.py
apache_beam/examples/cookbook/bigquery_tornadoes.py
apache_beam/examples/cookbook/bigquery_tornadoes_it_test.py
apache_beam/examples/cookbook/bigquery_tornadoes_test.py
apache_beam/examples/cookbook/bigtableio_it_test.py
apache_beam/examples/cookbook/coders.py
apache_beam/examples/cookbook/coders_test.py
apache_beam/examples/cookbook/combiners_test.py
apache_beam/examples/cookbook/custom_ptransform.py
apache_beam/examples/cookbook/custom_ptransform_test.py
apache_beam/examples/cookbook/datastore_wordcount.py
apache_beam/examples/cookbook/datastore_wordcount_it_test.py
apache_beam/examples/cookbook/filters.py
apache_beam/examples/cookbook/filters_test.py
apache_beam/examples/cookbook/group_with_coder.py
apache_beam/examples/cookbook/group_with_coder_test.py
apache_beam/examples/cookbook/mergecontacts.py
apache_beam/examples/cookbook/mergecontacts_test.py
apache_beam/examples/cookbook/multiple_output_pardo.py
apache_beam/examples/cookbook/multiple_output_pardo_test.py
apache_beam/examples/flink/__init__.py
apache_beam/examples/flink/flink_streaming_impulse.py
apache_beam/examples/kafkataxi/__init__.py
apache_beam/examples/kafkataxi/kafka_taxi.py
apache_beam/examples/snippets/__init__.py
apache_beam/examples/snippets/snippets.py
apache_beam/examples/snippets/snippets_test.py
apache_beam/examples/snippets/snippets_test_py3.py
apache_beam/examples/snippets/util.py
apache_beam/examples/snippets/util_test.py
apache_beam/examples/snippets/transforms/__init__.py
apache_beam/examples/snippets/transforms/aggregation/__init__.py
apache_beam/examples/snippets/transforms/aggregation/cogroupbykey.py
apache_beam/examples/snippets/transforms/aggregation/cogroupbykey_test.py
apache_beam/examples/snippets/transforms/aggregation/combineglobally.py
apache_beam/examples/snippets/transforms/aggregation/combineglobally_test.py
apache_beam/examples/snippets/transforms/aggregation/combineperkey.py
apache_beam/examples/snippets/transforms/aggregation/combineperkey_test.py
apache_beam/examples/snippets/transforms/aggregation/combinevalues.py
apache_beam/examples/snippets/transforms/aggregation/combinevalues_test.py
apache_beam/examples/snippets/transforms/aggregation/count.py
apache_beam/examples/snippets/transforms/aggregation/count_test.py
apache_beam/examples/snippets/transforms/aggregation/distinct.py
apache_beam/examples/snippets/transforms/aggregation/distinct_test.py
apache_beam/examples/snippets/transforms/aggregation/groupby_test.py
apache_beam/examples/snippets/transforms/aggregation/groupbykey.py
apache_beam/examples/snippets/transforms/aggregation/groupbykey_test.py
apache_beam/examples/snippets/transforms/aggregation/groupintobatches.py
apache_beam/examples/snippets/transforms/aggregation/groupintobatches_test.py
apache_beam/examples/snippets/transforms/aggregation/latest.py
apache_beam/examples/snippets/transforms/aggregation/latest_test.py
apache_beam/examples/snippets/transforms/aggregation/max.py
apache_beam/examples/snippets/transforms/aggregation/max_test.py
apache_beam/examples/snippets/transforms/aggregation/mean.py
apache_beam/examples/snippets/transforms/aggregation/mean_test.py
apache_beam/examples/snippets/transforms/aggregation/min.py
apache_beam/examples/snippets/transforms/aggregation/min_test.py
apache_beam/examples/snippets/transforms/aggregation/sample.py
apache_beam/examples/snippets/transforms/aggregation/sample_test.py
apache_beam/examples/snippets/transforms/aggregation/sum.py
apache_beam/examples/snippets/transforms/aggregation/sum_test.py
apache_beam/examples/snippets/transforms/aggregation/top.py
apache_beam/examples/snippets/transforms/aggregation/top_test.py
apache_beam/examples/snippets/transforms/elementwise/__init__.py
apache_beam/examples/snippets/transforms/elementwise/filter.py
apache_beam/examples/snippets/transforms/elementwise/filter_test.py
apache_beam/examples/snippets/transforms/elementwise/flatmap.py
apache_beam/examples/snippets/transforms/elementwise/flatmap_test.py
apache_beam/examples/snippets/transforms/elementwise/keys.py
apache_beam/examples/snippets/transforms/elementwise/keys_test.py
apache_beam/examples/snippets/transforms/elementwise/kvswap.py
apache_beam/examples/snippets/transforms/elementwise/kvswap_test.py
apache_beam/examples/snippets/transforms/elementwise/map.py
apache_beam/examples/snippets/transforms/elementwise/map_test.py
apache_beam/examples/snippets/transforms/elementwise/pardo.py
apache_beam/examples/snippets/transforms/elementwise/pardo_test.py
apache_beam/examples/snippets/transforms/elementwise/partition.py
apache_beam/examples/snippets/transforms/elementwise/partition_test.py
apache_beam/examples/snippets/transforms/elementwise/regex.py
apache_beam/examples/snippets/transforms/elementwise/regex_test.py
apache_beam/examples/snippets/transforms/elementwise/tostring.py
apache_beam/examples/snippets/transforms/elementwise/tostring_test.py
apache_beam/examples/snippets/transforms/elementwise/values.py
apache_beam/examples/snippets/transforms/elementwise/values_test.py
apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py
apache_beam/examples/snippets/transforms/elementwise/withtimestamps_test.py
apache_beam/internal/__init__.py
apache_beam/internal/http_client.py
apache_beam/internal/http_client_test.py
apache_beam/internal/module_test.py
apache_beam/internal/pickler.py
apache_beam/internal/pickler_test.py
apache_beam/internal/util.py
apache_beam/internal/util_test.py
apache_beam/internal/gcp/__init__.py
apache_beam/internal/gcp/auth.py
apache_beam/internal/gcp/json_value.py
apache_beam/internal/gcp/json_value_test.py
apache_beam/internal/metrics/__init__.py
apache_beam/internal/metrics/cells.py
apache_beam/internal/metrics/cells_test.py
apache_beam/internal/metrics/metric.py
apache_beam/internal/metrics/metric_test.py
apache_beam/io/__init__.py
apache_beam/io/avroio.py
apache_beam/io/avroio_test.py
apache_beam/io/concat_source.py
apache_beam/io/concat_source_test.py
apache_beam/io/filebasedsink.py
apache_beam/io/filebasedsink_test.py
apache_beam/io/filebasedsource.py
apache_beam/io/filebasedsource_test.py
apache_beam/io/fileio.py
apache_beam/io/fileio_test.py
apache_beam/io/filesystem.py
apache_beam/io/filesystem_test.py
apache_beam/io/filesystemio.py
apache_beam/io/filesystemio_test.py
apache_beam/io/filesystems.py
apache_beam/io/filesystems_test.py
apache_beam/io/hadoopfilesystem.py
apache_beam/io/hadoopfilesystem_pyarrow.py
apache_beam/io/hadoopfilesystem_pyarrow_test.py
apache_beam/io/hadoopfilesystem_test.py
apache_beam/io/iobase.py
apache_beam/io/iobase_test.py
apache_beam/io/jdbc.py
apache_beam/io/kafka.py
apache_beam/io/kinesis.py
apache_beam/io/localfilesystem.py
apache_beam/io/localfilesystem_test.py
apache_beam/io/mongodbio.py
apache_beam/io/mongodbio_it_test.py
apache_beam/io/mongodbio_test.py
apache_beam/io/parquetio.py
apache_beam/io/parquetio_it_test.py
apache_beam/io/parquetio_test.py
apache_beam/io/range_trackers.py
apache_beam/io/range_trackers_test.py
apache_beam/io/restriction_trackers.py
apache_beam/io/restriction_trackers_test.py
apache_beam/io/snowflake.py
apache_beam/io/source_test_utils.py
apache_beam/io/source_test_utils_test.py
apache_beam/io/sources_test.py
apache_beam/io/textio.py
apache_beam/io/textio_test.py
apache_beam/io/tfrecordio.py
apache_beam/io/tfrecordio_test.py
apache_beam/io/utils.py
apache_beam/io/utils_test.py
apache_beam/io/vcfio.py
apache_beam/io/vcfio_test.py
apache_beam/io/watermark_estimators.py
apache_beam/io/watermark_estimators_test.py
apache_beam/io/aws/__init__.py
apache_beam/io/aws/s3filesystem.py
apache_beam/io/aws/s3filesystem_test.py
apache_beam/io/aws/s3io.py
apache_beam/io/aws/s3io_test.py
apache_beam/io/aws/clients/__init__.py
apache_beam/io/aws/clients/s3/__init__.py
apache_beam/io/aws/clients/s3/boto3_client.py
apache_beam/io/aws/clients/s3/client_test.py
apache_beam/io/aws/clients/s3/fake_client.py
apache_beam/io/aws/clients/s3/messages.py
apache_beam/io/azure/__init__.py
apache_beam/io/azure/blobstoragefilesystem.py
apache_beam/io/azure/blobstoragefilesystem_test.py
apache_beam/io/azure/blobstorageio.py
apache_beam/io/azure/blobstorageio_test.py
apache_beam/io/external/__init__.py
apache_beam/io/external/generate_sequence.py
apache_beam/io/external/generate_sequence_test.py
apache_beam/io/external/kafka.py
apache_beam/io/external/snowflake.py
apache_beam/io/external/xlang_jdbcio_it_test.py
apache_beam/io/external/xlang_kafkaio_it_test.py
apache_beam/io/external/xlang_kinesisio_it_test.py
apache_beam/io/external/xlang_parquetio_test.py
apache_beam/io/external/xlang_snowflakeio_it_test.py
apache_beam/io/external/gcp/__init__.py
apache_beam/io/external/gcp/pubsub.py
apache_beam/io/flink/__init__.py
apache_beam/io/flink/flink_streaming_impulse_source.py
apache_beam/io/flink/flink_streaming_impulse_source_test.py
apache_beam/io/gcp/__init__.py
apache_beam/io/gcp/big_query_query_to_table_it_test.py
apache_beam/io/gcp/big_query_query_to_table_pipeline.py
apache_beam/io/gcp/bigquery.py
apache_beam/io/gcp/bigquery_avro_tools.py
apache_beam/io/gcp/bigquery_avro_tools_test.py
apache_beam/io/gcp/bigquery_file_loads.py
apache_beam/io/gcp/bigquery_file_loads_test.py
apache_beam/io/gcp/bigquery_io_metadata.py
apache_beam/io/gcp/bigquery_io_metadata_test.py
apache_beam/io/gcp/bigquery_io_read_it_test.py
apache_beam/io/gcp/bigquery_io_read_pipeline.py
apache_beam/io/gcp/bigquery_read_internal.py
apache_beam/io/gcp/bigquery_read_it_test.py
apache_beam/io/gcp/bigquery_read_perf_test.py
apache_beam/io/gcp/bigquery_test.py
apache_beam/io/gcp/bigquery_tools.py
apache_beam/io/gcp/bigquery_tools_test.py
apache_beam/io/gcp/bigquery_write_it_test.py
apache_beam/io/gcp/bigquery_write_perf_test.py
apache_beam/io/gcp/bigtableio.py
apache_beam/io/gcp/dicomclient.py
apache_beam/io/gcp/dicomio.py
apache_beam/io/gcp/dicomio_integration_test.py
apache_beam/io/gcp/dicomio_test.py
apache_beam/io/gcp/gce_metadata_util.py
apache_beam/io/gcp/gcsfilesystem.py
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apache_beam/io/gcp/gcsio.py
apache_beam/io/gcp/gcsio_integration_test.py
apache_beam/io/gcp/gcsio_overrides.py
apache_beam/io/gcp/gcsio_test.py
apache_beam/io/gcp/pubsub.py
apache_beam/io/gcp/pubsub_integration_test.py
apache_beam/io/gcp/pubsub_io_perf_test.py
apache_beam/io/gcp/pubsub_it_pipeline.py
apache_beam/io/gcp/pubsub_test.py
apache_beam/io/gcp/resource_identifiers.py
apache_beam/io/gcp/spanner.py
apache_beam/io/gcp/datastore/__init__.py
apache_beam/io/gcp/datastore/v1new/__init__.py
apache_beam/io/gcp/datastore/v1new/adaptive_throttler.py
apache_beam/io/gcp/datastore/v1new/adaptive_throttler_test.py
apache_beam/io/gcp/datastore/v1new/datastore_write_it_pipeline.py
apache_beam/io/gcp/datastore/v1new/datastore_write_it_test.py
apache_beam/io/gcp/datastore/v1new/datastoreio.py
apache_beam/io/gcp/datastore/v1new/datastoreio_test.py
apache_beam/io/gcp/datastore/v1new/helper.py
apache_beam/io/gcp/datastore/v1new/query_splitter.py
apache_beam/io/gcp/datastore/v1new/query_splitter_test.py
apache_beam/io/gcp/datastore/v1new/types.py
apache_beam/io/gcp/datastore/v1new/types_test.py
apache_beam/io/gcp/datastore/v1new/util.py
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apache_beam/io/gcp/experimental/__init__.py
apache_beam/io/gcp/experimental/spannerio.py
apache_beam/io/gcp/experimental/spannerio_read_it_test.py
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apache_beam/io/gcp/experimental/spannerio_write_it_test.py
apache_beam/io/gcp/internal/__init__.py
apache_beam/io/gcp/internal/clients/__init__.py
apache_beam/io/gcp/internal/clients/bigquery/__init__.py
apache_beam/io/gcp/internal/clients/bigquery/bigquery_v2_client.py
apache_beam/io/gcp/internal/clients/bigquery/bigquery_v2_messages.py
apache_beam/io/gcp/internal/clients/storage/__init__.py
apache_beam/io/gcp/internal/clients/storage/storage_v1_client.py
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apache_beam/io/gcp/tests/__init__.py
apache_beam/io/gcp/tests/bigquery_matcher.py
apache_beam/io/gcp/tests/bigquery_matcher_test.py
apache_beam/io/gcp/tests/pubsub_matcher.py
apache_beam/io/gcp/tests/pubsub_matcher_test.py
apache_beam/io/gcp/tests/utils.py
apache_beam/io/gcp/tests/utils_test.py
apache_beam/io/gcp/tests/xlang_spannerio_it_test.py
apache_beam/metrics/__init__.py
apache_beam/metrics/cells.pxd
apache_beam/metrics/cells.py
apache_beam/metrics/cells_test.py
apache_beam/metrics/execution.pxd
apache_beam/metrics/execution.py
apache_beam/metrics/execution_test.py
apache_beam/metrics/metric.py
apache_beam/metrics/metric_test.py
apache_beam/metrics/metricbase.py
apache_beam/metrics/monitoring_infos.py
apache_beam/metrics/monitoring_infos_test.py
apache_beam/ml/__init__.py
apache_beam/ml/gcp/__init__.py
apache_beam/ml/gcp/cloud_dlp.py
apache_beam/ml/gcp/cloud_dlp_it_test.py
apache_beam/ml/gcp/cloud_dlp_test.py
apache_beam/ml/gcp/naturallanguageml.py
apache_beam/ml/gcp/naturallanguageml_test.py
apache_beam/ml/gcp/naturallanguageml_test_it.py
apache_beam/ml/gcp/videointelligenceml.py
apache_beam/ml/gcp/videointelligenceml_test.py
apache_beam/ml/gcp/videointelligenceml_test_it.py
apache_beam/ml/gcp/visionml.py
apache_beam/ml/gcp/visionml_test.py
apache_beam/ml/gcp/visionml_test_it.py
apache_beam/options/__init__.py
apache_beam/options/pipeline_options.py
apache_beam/options/pipeline_options_test.py
apache_beam/options/pipeline_options_validator.py
apache_beam/options/pipeline_options_validator_test.py
apache_beam/options/value_provider.py
apache_beam/options/value_provider_test.py
apache_beam/portability/__init__.py
apache_beam/portability/common_urns.py
apache_beam/portability/python_urns.py
apache_beam/portability/utils.py
apache_beam/portability/api/__init__.py
apache_beam/portability/api/beam_artifact_api_pb2.py
apache_beam/portability/api/beam_artifact_api_pb2_grpc.py
apache_beam/portability/api/beam_artifact_api_pb2_urns.py
apache_beam/portability/api/beam_expansion_api_pb2.py
apache_beam/portability/api/beam_expansion_api_pb2_grpc.py
apache_beam/portability/api/beam_fn_api_pb2.py
apache_beam/portability/api/beam_fn_api_pb2_grpc.py
apache_beam/portability/api/beam_interactive_api_pb2.py
apache_beam/portability/api/beam_interactive_api_pb2_grpc.py
apache_beam/portability/api/beam_job_api_pb2.py
apache_beam/portability/api/beam_job_api_pb2_grpc.py
apache_beam/portability/api/beam_provision_api_pb2.py
apache_beam/portability/api/beam_provision_api_pb2_grpc.py
apache_beam/portability/api/beam_runner_api_pb2.py
apache_beam/portability/api/beam_runner_api_pb2_grpc.py
apache_beam/portability/api/beam_runner_api_pb2_urns.py
apache_beam/portability/api/endpoints_pb2.py
apache_beam/portability/api/endpoints_pb2_grpc.py
apache_beam/portability/api/external_transforms_pb2.py
apache_beam/portability/api/external_transforms_pb2_grpc.py
apache_beam/portability/api/metrics_pb2.py
apache_beam/portability/api/metrics_pb2_grpc.py
apache_beam/portability/api/metrics_pb2_urns.py
apache_beam/portability/api/schema_pb2.py
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apache_beam/portability/api/standard_coders.yaml
apache_beam/portability/api/standard_window_fns_pb2.py
apache_beam/portability/api/standard_window_fns_pb2_grpc.py
apache_beam/portability/api/standard_window_fns_pb2_urns.py
apache_beam/runners/__init__.py
apache_beam/runners/common.pxd
apache_beam/runners/common.py
apache_beam/runners/common_test.py
apache_beam/runners/pipeline_context.py
apache_beam/runners/pipeline_context_test.py
apache_beam/runners/runner.py
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apache_beam/runners/sdf_utils.py
apache_beam/runners/sdf_utils_test.py
apache_beam/runners/dataflow/__init__.py
apache_beam/runners/dataflow/dataflow_exercise_metrics_pipeline.py
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apache_beam/runners/dataflow/dataflow_exercise_streaming_metrics_pipeline.py
apache_beam/runners/dataflow/dataflow_exercise_streaming_metrics_pipeline_test.py
apache_beam/runners/dataflow/dataflow_metrics.py
apache_beam/runners/dataflow/dataflow_metrics_test.py
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