MANIFEST.in
README.md
gen_protos.py
gen_xlang_wrappers.py
pyproject.toml
setup.cfg
setup.py
apache_beam/__init__.py
apache_beam/error.py
apache_beam/pipeline.py
apache_beam/pipeline_test.py
apache_beam/programming_guide_test.py
apache_beam/pvalue.py
apache_beam/pvalue_test.py
apache_beam/py.typed
apache_beam/version.py
apache_beam.egg-info/PKG-INFO
apache_beam.egg-info/SOURCES.txt
apache_beam.egg-info/dependency_links.txt
apache_beam.egg-info/not-zip-safe
apache_beam.egg-info/requires.txt
apache_beam.egg-info/top_level.txt
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/coder_impl_row_encoders.pyx
apache_beam/coders/coders.py
apache_beam/coders/coders_property_based_test.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_it_test.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_nyc_trips.py
apache_beam/examples/avro_nyc_trips_it_test.py
apache_beam/examples/avro_nyc_trips_test.py
apache_beam/examples/california_housing_clustering.py
apache_beam/examples/fastavro_it_test.py
apache_beam/examples/matrix_power.py
apache_beam/examples/matrix_power_test.py
apache_beam/examples/online_clustering.py
apache_beam/examples/per_entity_training.py
apache_beam/examples/rate_limiter_simple.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_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_it_test.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_it_test.py
apache_beam/examples/complete/estimate_pi_test.py
apache_beam/examples/complete/tfidf.py
apache_beam/examples/complete/tfidf_it_test.py
apache_beam/examples/complete/tfidf_test.py
apache_beam/examples/complete/top_wikipedia_sessions.py
apache_beam/examples/complete/top_wikipedia_sessions_it_test.py
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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_it_test.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
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apache_beam/examples/cookbook/combiners_test.py
apache_beam/examples/cookbook/custom_ptransform.py
apache_beam/examples/cookbook/custom_ptransform_it_test.py
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apache_beam/examples/cookbook/datastore_wordcount.py
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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
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apache_beam/examples/cookbook/ordered_window_elements/__init__.py
apache_beam/examples/cookbook/ordered_window_elements/batch.py
apache_beam/examples/cookbook/ordered_window_elements/batch_test.py
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apache_beam/examples/dataframe/__init__.py
apache_beam/examples/dataframe/flight_delays.py
apache_beam/examples/dataframe/flight_delays_it_test.py
apache_beam/examples/dataframe/taxiride.py
apache_beam/examples/dataframe/taxiride_it_test.py
apache_beam/examples/dataframe/taxiride_test.py
apache_beam/examples/dataframe/wordcount.py
apache_beam/examples/dataframe/wordcount_test.py
apache_beam/examples/flink/__init__.py
apache_beam/examples/flink/flink_streaming_impulse.py
apache_beam/examples/inference/__init__.py
apache_beam/examples/inference/gemini_image_generation.py
apache_beam/examples/inference/gemini_text_classification.py
apache_beam/examples/inference/huggingface_language_modeling.py
apache_beam/examples/inference/huggingface_question_answering.py
apache_beam/examples/inference/milk_quality_prediction_windowing.py
apache_beam/examples/inference/onnx_sentiment_classification.py
apache_beam/examples/inference/pytorch_image_classification.py
apache_beam/examples/inference/pytorch_image_classification_with_side_inputs.py
apache_beam/examples/inference/pytorch_image_segmentation.py
apache_beam/examples/inference/pytorch_language_modeling.py
apache_beam/examples/inference/pytorch_model_per_key_image_segmentation.py
apache_beam/examples/inference/pytorch_sentiment.py
apache_beam/examples/inference/rate_limiter_vertex_ai.py
apache_beam/examples/inference/run_inference_side_inputs.py
apache_beam/examples/inference/sklearn_japanese_housing_regression.py
apache_beam/examples/inference/sklearn_mnist_classification.py
apache_beam/examples/inference/tensorflow_imagenet_segmentation.py
apache_beam/examples/inference/tensorflow_mnist_classification.py
apache_beam/examples/inference/tensorflow_mnist_with_weights.py
apache_beam/examples/inference/tensorrt_object_detection.py
apache_beam/examples/inference/tensorrt_text_classification.py
apache_beam/examples/inference/vertex_ai_image_classification.py
apache_beam/examples/inference/vertex_ai_llm_text_classification.py
apache_beam/examples/inference/vllm_gemma_batch.py
apache_beam/examples/inference/vllm_text_completion.py
apache_beam/examples/inference/xgboost_iris_classification.py
apache_beam/examples/inference/runinference_metrics/__init__.py
apache_beam/examples/inference/runinference_metrics/config.py
apache_beam/examples/inference/runinference_metrics/main.py
apache_beam/examples/inference/runinference_metrics/setup.py
apache_beam/examples/inference/runinference_metrics/pipeline/__init__.py
apache_beam/examples/inference/runinference_metrics/pipeline/options.py
apache_beam/examples/inference/runinference_metrics/pipeline/transformations.py
apache_beam/examples/inference/tfx_bsl/__init__.py
apache_beam/examples/inference/tfx_bsl/build_tensorflow_model.py
apache_beam/examples/inference/tfx_bsl/tensorflow_image_classification.py
apache_beam/examples/inference/tfx_bsl/tfx_bsl_inference_it_test.py
apache_beam/examples/kafkataxi/__init__.py
apache_beam/examples/kafkataxi/kafka_taxi.py
apache_beam/examples/ml_transform/__init__.py
apache_beam/examples/ml_transform/ml_transform_basic.py
apache_beam/examples/ml_transform/ml_transform_it_test.py
apache_beam/examples/ml_transform/vocab_tfidf_processing.py
apache_beam/examples/sinks/__init__.py
apache_beam/examples/sinks/generate_event.py
apache_beam/examples/sinks/test_periodicimpulse.py
apache_beam/examples/sinks/test_write_bounded.py
apache_beam/examples/sinks/test_write_unbounded.py
apache_beam/examples/snippets/__init__.py
apache_beam/examples/snippets/snippets.py
apache_beam/examples/snippets/snippets_examples_wordcount_debugging.py
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apache_beam/examples/snippets/snippets_examples_wordcount_wordcount.py
apache_beam/examples/snippets/snippets_test.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/approximatequantiles.py
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apache_beam/examples/snippets/transforms/aggregation/approximateunique.py
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apache_beam/examples/snippets/transforms/aggregation/batchelements.py
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apache_beam/examples/snippets/transforms/aggregation/cogroupbykey.py
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apache_beam/examples/snippets/transforms/aggregation/combineglobally_combinefn.py
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apache_beam/examples/snippets/transforms/aggregation/combineglobally_lambda.py
apache_beam/examples/snippets/transforms/aggregation/combineglobally_multiple_arguments.py
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apache_beam/examples/snippets/transforms/aggregation/combineperkey_combinefn.py
apache_beam/examples/snippets/transforms/aggregation/combineperkey_function.py
apache_beam/examples/snippets/transforms/aggregation/combineperkey_lambda.py
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apache_beam/examples/snippets/transforms/aggregation/groupby_two_exprs.py
apache_beam/examples/snippets/transforms/aggregation/groupbykey.py
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apache_beam/examples/snippets/transforms/elementwise/withtimestamps.py
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apache_beam/examples/snippets/transforms/elementwise/withtimestamps_logical_clock.py
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apache_beam/examples/snippets/transforms/other/__init__.py
apache_beam/examples/snippets/transforms/other/create.py
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apache_beam/transforms/enrichment_handlers/vertex_ai_feature_store.py
apache_beam/transforms/enrichment_handlers/vertex_ai_feature_store_it_test.py
apache_beam/transforms/enrichment_handlers/vertex_ai_feature_store_test.py
apache_beam/transforms/xlang/__init__.py
apache_beam/transforms/xlang/io.py
apache_beam/typehints/__init__.py
apache_beam/typehints/arrow_batching_microbenchmark.py
apache_beam/typehints/arrow_type_compatibility.py
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apache_beam/typehints/batch_test.py
apache_beam/typehints/decorators.py
apache_beam/typehints/decorators_test.py
apache_beam/typehints/intrinsic_one_ops.py
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apache_beam/typehints/native_type_compatibility.py
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apache_beam/typehints/opcodes.py
apache_beam/typehints/pandas_type_compatibility.py
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apache_beam/typehints/pytorch_type_compatibility.py
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apache_beam/typehints/row_type.py
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apache_beam/typehints/tagged_output_typehints_test.py
apache_beam/typehints/trivial_inference.py
apache_beam/typehints/trivial_inference_test.py
apache_beam/typehints/typecheck.py
apache_beam/typehints/typecheck_test.py
apache_beam/typehints/typed_pipeline_test.py
apache_beam/typehints/typehints.py
apache_beam/typehints/typehints_test.py
apache_beam/typehints/testing/__init__.py
apache_beam/typehints/testing/strategies.py
apache_beam/utils/__init__.py
apache_beam/utils/annotations.py
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apache_beam/utils/counters.pxd
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apache_beam/utils/histogram.py
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apache_beam/utils/interactive_utils.py
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apache_beam/utils/logger.py
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apache_beam/utils/multi_process_shared.py
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apache_beam/utils/plugin.py
apache_beam/utils/processes.py
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apache_beam/utils/profiler.py
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apache_beam/utils/proto_utils.py
apache_beam/utils/proto_utils_test.py
apache_beam/utils/python_callable.py
apache_beam/utils/python_callable_test.py
apache_beam/utils/retry.py
apache_beam/utils/retry_test.py
apache_beam/utils/sentinel.py
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apache_beam/utils/shared.py
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apache_beam/utils/subprocess_server.py
apache_beam/utils/subprocess_server_test.py
apache_beam/utils/thread_pool_executor.py
apache_beam/utils/thread_pool_executor_test.py
apache_beam/utils/timestamp.py
apache_beam/utils/timestamp_test.py
apache_beam/utils/transform_service_launcher.py
apache_beam/utils/urns.py
apache_beam/utils/windowed_value.pxd
apache_beam/utils/windowed_value.py
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apache_beam/yaml/__init__.py
apache_beam/yaml/cache_provider_artifacts.py
apache_beam/yaml/conftest.py
apache_beam/yaml/generate_yaml_docs.py
apache_beam/yaml/integration_tests.py
apache_beam/yaml/json_utils.py
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apache_beam/yaml/options.py
apache_beam/yaml/pipeline.schema.yaml
apache_beam/yaml/programming_guide_test.py
apache_beam/yaml/readme_test.py
apache_beam/yaml/standard_io.yaml
apache_beam/yaml/standard_providers.yaml
apache_beam/yaml/yaml_combine.py
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apache_beam/yaml/yaml_enrichment.py
apache_beam/yaml/yaml_enrichment_test.py
apache_beam/yaml/yaml_errors.py
apache_beam/yaml/yaml_io.py
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apache_beam/yaml/yaml_join.py
apache_beam/yaml/yaml_join_test.py
apache_beam/yaml/yaml_mapping.py
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apache_beam/yaml/yaml_ml.py
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apache_beam/yaml/yaml_provider.py
apache_beam/yaml/yaml_provider_unit_test.py
apache_beam/yaml/yaml_specifiable.py
apache_beam/yaml/yaml_specifiable_test.py
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apache_beam/yaml/yaml_transform.py
apache_beam/yaml/yaml_transform_scope_test.py
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apache_beam/yaml/yaml_transform_unit_test.py
apache_beam/yaml/yaml_udf_test.py
apache_beam/yaml/yaml_utils.py
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apache_beam/yaml/docs/yaml-combine.md
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apache_beam/yaml/docs/yaml-inline-python.md
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apache_beam/yaml/docs/yaml-providers.md
apache_beam/yaml/docs/yaml-schema.md
apache_beam/yaml/docs/yaml-testing.md
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apache_beam/yaml/docs/yaml.md
apache_beam/yaml/examples/__init__.py
apache_beam/yaml/examples/testing/__init__.py
apache_beam/yaml/examples/testing/examples_test.py
apache_beam/yaml/examples/testing/input_data.py