Google Git
Sign in
apache / beam-site / 0ba870d3888df206502e6f73ab11fe8dca901547 / . / pydoc / 2.24.0 / searchindex.js
blob: 885e7b6e79d4e55fddcadb22f0e694f179f03d5f [file] [log] [blame]
Search.setIndex({docnames:["apache_beam.coders","apache_beam.coders.avro_record","apache_beam.coders.coders","apache_beam.coders.observable","apache_beam.coders.row_coder","apache_beam.coders.slow_stream","apache_beam.coders.typecoders","apache_beam.dataframe","apache_beam.dataframe.convert","apache_beam.dataframe.doctests","apache_beam.dataframe.expressions","apache_beam.dataframe.frame_base","apache_beam.dataframe.frames","apache_beam.dataframe.partitionings","apache_beam.dataframe.transforms","apache_beam.error","apache_beam.internal","apache_beam.internal.gcp","apache_beam.internal.gcp.auth","apache_beam.internal.gcp.json_value","apache_beam.internal.http_client","apache_beam.internal.pickler","apache_beam.internal.util","apache_beam.io","apache_beam.io.avroio","apache_beam.io.aws","apache_beam.io.aws.clients","apache_beam.io.aws.clients.s3","apache_beam.io.aws.clients.s3.boto3_client","apache_beam.io.aws.clients.s3.fake_client","apache_beam.io.aws.clients.s3.messages","apache_beam.io.aws.s3filesystem","apache_beam.io.aws.s3io","apache_beam.io.concat_source","apache_beam.io.external","apache_beam.io.external.gcp","apache_beam.io.external.gcp.pubsub","apache_beam.io.external.generate_sequence","apache_beam.io.external.kafka","apache_beam.io.external.snowflake","apache_beam.io.filebasedsink","apache_beam.io.filebasedsource","apache_beam.io.fileio","apache_beam.io.filesystem","apache_beam.io.filesystemio","apache_beam.io.filesystems","apache_beam.io.flink","apache_beam.io.flink.flink_streaming_impulse_source","apache_beam.io.gcp","apache_beam.io.gcp.big_query_query_to_table_pipeline","apache_beam.io.gcp.bigquery","apache_beam.io.gcp.bigquery_avro_tools","apache_beam.io.gcp.bigquery_file_loads","apache_beam.io.gcp.bigquery_io_metadata","apache_beam.io.gcp.bigquery_io_read_pipeline","apache_beam.io.gcp.bigquery_tools","apache_beam.io.gcp.bigtableio","apache_beam.io.gcp.datastore","apache_beam.io.gcp.datastore.v1new","apache_beam.io.gcp.datastore.v1new.adaptive_throttler","apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline","apache_beam.io.gcp.datastore.v1new.datastoreio","apache_beam.io.gcp.datastore.v1new.helper","apache_beam.io.gcp.datastore.v1new.query_splitter","apache_beam.io.gcp.datastore.v1new.types","apache_beam.io.gcp.datastore.v1new.util","apache_beam.io.gcp.dicomclient","apache_beam.io.gcp.dicomio","apache_beam.io.gcp.experimental","apache_beam.io.gcp.experimental.spannerio","apache_beam.io.gcp.gce_metadata_util","apache_beam.io.gcp.gcsfilesystem","apache_beam.io.gcp.gcsio","apache_beam.io.gcp.gcsio_overrides","apache_beam.io.gcp.pubsub","apache_beam.io.gcp.pubsub_it_pipeline","apache_beam.io.hadoopfilesystem","apache_beam.io.iobase","apache_beam.io.jdbc","apache_beam.io.kafka","apache_beam.io.localfilesystem","apache_beam.io.mongodbio","apache_beam.io.parquetio","apache_beam.io.range_trackers","apache_beam.io.restriction_trackers","apache_beam.io.source_test_utils","apache_beam.io.textio","apache_beam.io.tfrecordio","apache_beam.io.utils","apache_beam.io.vcfio","apache_beam.io.watermark_estimators","apache_beam.metrics","apache_beam.metrics.cells","apache_beam.metrics.metric","apache_beam.metrics.metricbase","apache_beam.metrics.monitoring_infos","apache_beam.ml","apache_beam.ml.gcp","apache_beam.ml.gcp.cloud_dlp","apache_beam.ml.gcp.naturallanguageml","apache_beam.ml.gcp.naturallanguageml_test_it","apache_beam.ml.gcp.videointelligenceml","apache_beam.ml.gcp.videointelligenceml_test_it","apache_beam.ml.gcp.visionml","apache_beam.ml.gcp.visionml_test_it","apache_beam.options","apache_beam.options.pipeline_options","apache_beam.options.pipeline_options_validator","apache_beam.options.value_provider","apache_beam.pipeline","apache_beam.portability","apache_beam.portability.api","apache_beam.portability.api.beam_artifact_api_pb2_grpc","apache_beam.portability.api.beam_artifact_api_pb2_urns","apache_beam.portability.api.beam_expansion_api_pb2_grpc","apache_beam.portability.api.beam_fn_api_pb2_grpc","apache_beam.portability.api.beam_interactive_api_pb2_grpc","apache_beam.portability.api.beam_job_api_pb2_grpc","apache_beam.portability.api.beam_provision_api_pb2_grpc","apache_beam.portability.api.beam_runner_api_pb2_grpc","apache_beam.portability.api.beam_runner_api_pb2_urns","apache_beam.portability.api.endpoints_pb2_grpc","apache_beam.portability.api.external_transforms_pb2_grpc","apache_beam.portability.api.metrics_pb2_grpc","apache_beam.portability.api.metrics_pb2_urns","apache_beam.portability.api.schema_pb2_grpc","apache_beam.portability.api.standard_window_fns_pb2_grpc","apache_beam.portability.api.standard_window_fns_pb2_urns","apache_beam.portability.common_urns","apache_beam.portability.python_urns","apache_beam.portability.utils","apache_beam.pvalue","apache_beam.runners","apache_beam.runners.dataflow","apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline","apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline","apache_beam.runners.dataflow.dataflow_metrics","apache_beam.runners.dataflow.dataflow_runner","apache_beam.runners.dataflow.native_io","apache_beam.runners.dataflow.native_io.iobase","apache_beam.runners.dataflow.ptransform_overrides","apache_beam.runners.dataflow.test_dataflow_runner","apache_beam.runners.direct","apache_beam.runners.direct.bundle_factory","apache_beam.runners.direct.clock","apache_beam.runners.direct.consumer_tracking_pipeline_visitor","apache_beam.runners.direct.direct_metrics","apache_beam.runners.direct.direct_runner","apache_beam.runners.direct.direct_userstate","apache_beam.runners.direct.evaluation_context","apache_beam.runners.direct.executor","apache_beam.runners.direct.helper_transforms","apache_beam.runners.direct.sdf_direct_runner","apache_beam.runners.direct.test_direct_runner","apache_beam.runners.direct.test_stream_impl","apache_beam.runners.direct.transform_evaluator","apache_beam.runners.direct.util","apache_beam.runners.direct.watermark_manager","apache_beam.runners.interactive","apache_beam.runners.interactive.background_caching_job","apache_beam.runners.interactive.cache_manager","apache_beam.runners.interactive.caching","apache_beam.runners.interactive.caching.streaming_cache","apache_beam.runners.interactive.display","apache_beam.runners.interactive.display.display_manager","apache_beam.runners.interactive.display.interactive_pipeline_graph","apache_beam.runners.interactive.display.pcoll_visualization","apache_beam.runners.interactive.display.pipeline_graph","apache_beam.runners.interactive.display.pipeline_graph_renderer","apache_beam.runners.interactive.interactive_beam","apache_beam.runners.interactive.interactive_environment","apache_beam.runners.interactive.interactive_runner","apache_beam.runners.interactive.messaging","apache_beam.runners.interactive.messaging.interactive_environment_inspector","apache_beam.runners.interactive.options","apache_beam.runners.interactive.options.capture_control","apache_beam.runners.interactive.options.capture_limiters","apache_beam.runners.interactive.options.interactive_options","apache_beam.runners.interactive.pipeline_analyzer","apache_beam.runners.interactive.pipeline_fragment","apache_beam.runners.interactive.pipeline_instrument","apache_beam.runners.interactive.testing","apache_beam.runners.interactive.testing.integration","apache_beam.runners.interactive.testing.integration.notebook_executor","apache_beam.runners.interactive.testing.integration.screen_diff","apache_beam.runners.interactive.testing.mock_ipython","apache_beam.runners.interactive.testing.pipeline_assertion","apache_beam.runners.interactive.testing.test_cache_manager","apache_beam.runners.interactive.utils","apache_beam.runners.internal","apache_beam.runners.internal.names","apache_beam.runners.job","apache_beam.runners.job.manager","apache_beam.runners.job.utils","apache_beam.runners.pipeline_context","apache_beam.runners.runner","apache_beam.runners.sdf_utils","apache_beam.testing","apache_beam.testing.benchmarks","apache_beam.testing.benchmarks.nexmark","apache_beam.testing.benchmarks.nexmark.models","apache_beam.testing.benchmarks.nexmark.models.nexmark_model","apache_beam.testing.benchmarks.nexmark.nexmark_launcher","apache_beam.testing.benchmarks.nexmark.nexmark_util","apache_beam.testing.benchmarks.nexmark.queries","apache_beam.testing.benchmarks.nexmark.queries.query0","apache_beam.testing.benchmarks.nexmark.queries.query1","apache_beam.testing.benchmarks.nexmark.queries.query2","apache_beam.testing.datatype_inference","apache_beam.testing.extra_assertions","apache_beam.testing.load_tests","apache_beam.testing.load_tests.load_test_metrics_utils","apache_beam.testing.load_tests.streaming","apache_beam.testing.load_tests.streaming.group_by_key_streaming_pipeline","apache_beam.testing.metric_result_matchers","apache_beam.testing.pipeline_verifiers","apache_beam.testing.synthetic_pipeline","apache_beam.testing.test_pipeline","apache_beam.testing.test_stream","apache_beam.testing.test_stream_service","apache_beam.testing.test_utils","apache_beam.testing.util","apache_beam.tools","apache_beam.tools.coders_microbenchmark","apache_beam.tools.distribution_counter_microbenchmark","apache_beam.tools.fn_api_runner_microbenchmark","apache_beam.tools.sideinput_microbenchmark","apache_beam.tools.utils","apache_beam.transforms","apache_beam.transforms.combiners","apache_beam.transforms.core","apache_beam.transforms.create_source","apache_beam.transforms.deduplicate","apache_beam.transforms.display","apache_beam.transforms.environments","apache_beam.transforms.external","apache_beam.transforms.external_java","apache_beam.transforms.external_test_py3","apache_beam.transforms.external_test_py37","apache_beam.transforms.periodicsequence","apache_beam.transforms.ptransform","apache_beam.transforms.sideinputs","apache_beam.transforms.sql","apache_beam.transforms.stats","apache_beam.transforms.timeutil","apache_beam.transforms.transforms_keyword_only_args_test_py3","apache_beam.transforms.trigger","apache_beam.transforms.userstate","apache_beam.transforms.util","apache_beam.transforms.window","apache_beam.typehints","apache_beam.typehints.decorators","apache_beam.typehints.decorators_test_py3","apache_beam.typehints.native_type_compatibility","apache_beam.typehints.opcodes","apache_beam.typehints.row_type","apache_beam.typehints.schemas","apache_beam.typehints.trivial_inference","apache_beam.typehints.trivial_inference_test_py3","apache_beam.typehints.typecheck","apache_beam.typehints.typecheck_test_py3","apache_beam.typehints.typed_pipeline_test_py3","apache_beam.typehints.typehints","apache_beam.typehints.typehints_test_py3","apache_beam.utils","apache_beam.utils.annotations","apache_beam.utils.interactive_utils","apache_beam.utils.plugin","apache_beam.utils.processes","apache_beam.utils.profiler","apache_beam.utils.proto_utils","apache_beam.utils.retry","apache_beam.utils.shared","apache_beam.utils.subprocess_server","apache_beam.utils.thread_pool_executor","apache_beam.utils.timestamp","apache_beam.utils.urns","apache_beam.version","index"],envversion:{"sphinx.domains.c":1,"sphinx.domains.changeset":1,"sphinx.domains.cpp":1,"sphinx.domains.javascript":1,"sphinx.domains.math":2,"sphinx.domains.python":1,"sphinx.domains.rst":1,"sphinx.domains.std":1,"sphinx.ext.intersphinx":1,"sphinx.ext.viewcode":1,sphinx:55},filenames:["apache_beam.coders.rst","apache_beam.coders.avro_record.rst","apache_beam.coders.coders.rst","apache_beam.coders.observable.rst","apache_beam.coders.row_coder.rst","apache_beam.coders.slow_stream.rst","apache_beam.coders.typecoders.rst","apache_beam.dataframe.rst","apache_beam.dataframe.convert.rst","apache_beam.dataframe.doctests.rst","apache_beam.dataframe.expressions.rst","apache_beam.dataframe.frame_base.rst","apache_beam.dataframe.frames.rst","apache_beam.dataframe.partitionings.rst","apache_beam.dataframe.transforms.rst","apache_beam.error.rst","apache_beam.internal.rst","apache_beam.internal.gcp.rst","apache_beam.internal.gcp.auth.rst","apache_beam.internal.gcp.json_value.rst","apache_beam.internal.http_client.rst","apache_beam.internal.pickler.rst","apache_beam.internal.util.rst","apache_beam.io.rst","apache_beam.io.avroio.rst","apache_beam.io.aws.rst","apache_beam.io.aws.clients.rst","apache_beam.io.aws.clients.s3.rst","apache_beam.io.aws.clients.s3.boto3_client.rst","apache_beam.io.aws.clients.s3.fake_client.rst","apache_beam.io.aws.clients.s3.messages.rst","apache_beam.io.aws.s3filesystem.rst","apache_beam.io.aws.s3io.rst","apache_beam.io.concat_source.rst","apache_beam.io.external.rst","apache_beam.io.external.gcp.rst","apache_beam.io.external.gcp.pubsub.rst","apache_beam.io.external.generate_sequence.rst","apache_beam.io.external.kafka.rst","apache_beam.io.external.snowflake.rst","apache_beam.io.filebasedsink.rst","apache_beam.io.filebasedsource.rst","apache_beam.io.fileio.rst","apache_beam.io.filesystem.rst","apache_beam.io.filesystemio.rst","apache_beam.io.filesystems.rst","apache_beam.io.flink.rst","apache_beam.io.flink.flink_streaming_impulse_source.rst","apache_beam.io.gcp.rst","apache_beam.io.gcp.big_query_query_to_table_pipeline.rst","apache_beam.io.gcp.bigquery.rst","apache_beam.io.gcp.bigquery_avro_tools.rst","apache_beam.io.gcp.bigquery_file_loads.rst","apache_beam.io.gcp.bigquery_io_metadata.rst","apache_beam.io.gcp.bigquery_io_read_pipeline.rst","apache_beam.io.gcp.bigquery_tools.rst","apache_beam.io.gcp.bigtableio.rst","apache_beam.io.gcp.datastore.rst","apache_beam.io.gcp.datastore.v1new.rst","apache_beam.io.gcp.datastore.v1new.adaptive_throttler.rst","apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline.rst","apache_beam.io.gcp.datastore.v1new.datastoreio.rst","apache_beam.io.gcp.datastore.v1new.helper.rst","apache_beam.io.gcp.datastore.v1new.query_splitter.rst","apache_beam.io.gcp.datastore.v1new.types.rst","apache_beam.io.gcp.datastore.v1new.util.rst","apache_beam.io.gcp.dicomclient.rst","apache_beam.io.gcp.dicomio.rst","apache_beam.io.gcp.experimental.rst","apache_beam.io.gcp.experimental.spannerio.rst","apache_beam.io.gcp.gce_metadata_util.rst","apache_beam.io.gcp.gcsfilesystem.rst","apache_beam.io.gcp.gcsio.rst","apache_beam.io.gcp.gcsio_overrides.rst","apache_beam.io.gcp.pubsub.rst","apache_beam.io.gcp.pubsub_it_pipeline.rst","apache_beam.io.hadoopfilesystem.rst","apache_beam.io.iobase.rst","apache_beam.io.jdbc.rst","apache_beam.io.kafka.rst","apache_beam.io.localfilesystem.rst","apache_beam.io.mongodbio.rst","apache_beam.io.parquetio.rst","apache_beam.io.range_trackers.rst","apache_beam.io.restriction_trackers.rst","apache_beam.io.source_test_utils.rst","apache_beam.io.textio.rst","apache_beam.io.tfrecordio.rst","apache_beam.io.utils.rst","apache_beam.io.vcfio.rst","apache_beam.io.watermark_estimators.rst","apache_beam.metrics.rst","apache_beam.metrics.cells.rst","apache_beam.metrics.metric.rst","apache_beam.metrics.metricbase.rst","apache_beam.metrics.monitoring_infos.rst","apache_beam.ml.rst","apache_beam.ml.gcp.rst","apache_beam.ml.gcp.cloud_dlp.rst","apache_beam.ml.gcp.naturallanguageml.rst","apache_beam.ml.gcp.naturallanguageml_test_it.rst","apache_beam.ml.gcp.videointelligenceml.rst","apache_beam.ml.gcp.videointelligenceml_test_it.rst","apache_beam.ml.gcp.visionml.rst","apache_beam.ml.gcp.visionml_test_it.rst","apache_beam.options.rst","apache_beam.options.pipeline_options.rst","apache_beam.options.pipeline_options_validator.rst","apache_beam.options.value_provider.rst","apache_beam.pipeline.rst","apache_beam.portability.rst","apache_beam.portability.api.rst","apache_beam.portability.api.beam_artifact_api_pb2_grpc.rst","apache_beam.portability.api.beam_artifact_api_pb2_urns.rst","apache_beam.portability.api.beam_expansion_api_pb2_grpc.rst","apache_beam.portability.api.beam_fn_api_pb2_grpc.rst","apache_beam.portability.api.beam_interactive_api_pb2_grpc.rst","apache_beam.portability.api.beam_job_api_pb2_grpc.rst","apache_beam.portability.api.beam_provision_api_pb2_grpc.rst","apache_beam.portability.api.beam_runner_api_pb2_grpc.rst","apache_beam.portability.api.beam_runner_api_pb2_urns.rst","apache_beam.portability.api.endpoints_pb2_grpc.rst","apache_beam.portability.api.external_transforms_pb2_grpc.rst","apache_beam.portability.api.metrics_pb2_grpc.rst","apache_beam.portability.api.metrics_pb2_urns.rst","apache_beam.portability.api.schema_pb2_grpc.rst","apache_beam.portability.api.standard_window_fns_pb2_grpc.rst","apache_beam.portability.api.standard_window_fns_pb2_urns.rst","apache_beam.portability.common_urns.rst","apache_beam.portability.python_urns.rst","apache_beam.portability.utils.rst","apache_beam.pvalue.rst","apache_beam.runners.rst","apache_beam.runners.dataflow.rst","apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline.rst","apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline.rst","apache_beam.runners.dataflow.dataflow_metrics.rst","apache_beam.runners.dataflow.dataflow_runner.rst","apache_beam.runners.dataflow.native_io.rst","apache_beam.runners.dataflow.native_io.iobase.rst","apache_beam.runners.dataflow.ptransform_overrides.rst","apache_beam.runners.dataflow.test_dataflow_runner.rst","apache_beam.runners.direct.rst","apache_beam.runners.direct.bundle_factory.rst","apache_beam.runners.direct.clock.rst","apache_beam.runners.direct.consumer_tracking_pipeline_visitor.rst","apache_beam.runners.direct.direct_metrics.rst","apache_beam.runners.direct.direct_runner.rst","apache_beam.runners.direct.direct_userstate.rst","apache_beam.runners.direct.evaluation_context.rst","apache_beam.runners.direct.executor.rst","apache_beam.runners.direct.helper_transforms.rst","apache_beam.runners.direct.sdf_direct_runner.rst","apache_beam.runners.direct.test_direct_runner.rst","apache_beam.runners.direct.test_stream_impl.rst","apache_beam.runners.direct.transform_evaluator.rst","apache_beam.runners.direct.util.rst","apache_beam.runners.direct.watermark_manager.rst","apache_beam.runners.interactive.rst","apache_beam.runners.interactive.background_caching_job.rst","apache_beam.runners.interactive.cache_manager.rst","apache_beam.runners.interactive.caching.rst","apache_beam.runners.interactive.caching.streaming_cache.rst","apache_beam.runners.interactive.display.rst","apache_beam.runners.interactive.display.display_manager.rst","apache_beam.runners.interactive.display.interactive_pipeline_graph.rst","apache_beam.runners.interactive.display.pcoll_visualization.rst","apache_beam.runners.interactive.display.pipeline_graph.rst","apache_beam.runners.interactive.display.pipeline_graph_renderer.rst","apache_beam.runners.interactive.interactive_beam.rst","apache_beam.runners.interactive.interactive_environment.rst","apache_beam.runners.interactive.interactive_runner.rst","apache_beam.runners.interactive.messaging.rst","apache_beam.runners.interactive.messaging.interactive_environment_inspector.rst","apache_beam.runners.interactive.options.rst","apache_beam.runners.interactive.options.capture_control.rst","apache_beam.runners.interactive.options.capture_limiters.rst","apache_beam.runners.interactive.options.interactive_options.rst","apache_beam.runners.interactive.pipeline_analyzer.rst","apache_beam.runners.interactive.pipeline_fragment.rst","apache_beam.runners.interactive.pipeline_instrument.rst","apache_beam.runners.interactive.testing.rst","apache_beam.runners.interactive.testing.integration.rst","apache_beam.runners.interactive.testing.integration.notebook_executor.rst","apache_beam.runners.interactive.testing.integration.screen_diff.rst","apache_beam.runners.interactive.testing.mock_ipython.rst","apache_beam.runners.interactive.testing.pipeline_assertion.rst","apache_beam.runners.interactive.testing.test_cache_manager.rst","apache_beam.runners.interactive.utils.rst","apache_beam.runners.internal.rst","apache_beam.runners.internal.names.rst","apache_beam.runners.job.rst","apache_beam.runners.job.manager.rst","apache_beam.runners.job.utils.rst","apache_beam.runners.pipeline_context.rst","apache_beam.runners.runner.rst","apache_beam.runners.sdf_utils.rst","apache_beam.testing.rst","apache_beam.testing.benchmarks.rst","apache_beam.testing.benchmarks.nexmark.rst","apache_beam.testing.benchmarks.nexmark.models.rst","apache_beam.testing.benchmarks.nexmark.models.nexmark_model.rst","apache_beam.testing.benchmarks.nexmark.nexmark_launcher.rst","apache_beam.testing.benchmarks.nexmark.nexmark_util.rst","apache_beam.testing.benchmarks.nexmark.queries.rst","apache_beam.testing.benchmarks.nexmark.queries.query0.rst","apache_beam.testing.benchmarks.nexmark.queries.query1.rst","apache_beam.testing.benchmarks.nexmark.queries.query2.rst","apache_beam.testing.datatype_inference.rst","apache_beam.testing.extra_assertions.rst","apache_beam.testing.load_tests.rst","apache_beam.testing.load_tests.load_test_metrics_utils.rst","apache_beam.testing.load_tests.streaming.rst","apache_beam.testing.load_tests.streaming.group_by_key_streaming_pipeline.rst","apache_beam.testing.metric_result_matchers.rst","apache_beam.testing.pipeline_verifiers.rst","apache_beam.testing.synthetic_pipeline.rst","apache_beam.testing.test_pipeline.rst","apache_beam.testing.test_stream.rst","apache_beam.testing.test_stream_service.rst","apache_beam.testing.test_utils.rst","apache_beam.testing.util.rst","apache_beam.tools.rst","apache_beam.tools.coders_microbenchmark.rst","apache_beam.tools.distribution_counter_microbenchmark.rst","apache_beam.tools.fn_api_runner_microbenchmark.rst","apache_beam.tools.sideinput_microbenchmark.rst","apache_beam.tools.utils.rst","apache_beam.transforms.rst","apache_beam.transforms.combiners.rst","apache_beam.transforms.core.rst","apache_beam.transforms.create_source.rst","apache_beam.transforms.deduplicate.rst","apache_beam.transforms.display.rst","apache_beam.transforms.environments.rst","apache_beam.transforms.external.rst","apache_beam.transforms.external_java.rst","apache_beam.transforms.external_test_py3.rst","apache_beam.transforms.external_test_py37.rst","apache_beam.transforms.periodicsequence.rst","apache_beam.transforms.ptransform.rst","apache_beam.transforms.sideinputs.rst","apache_beam.transforms.sql.rst","apache_beam.transforms.stats.rst","apache_beam.transforms.timeutil.rst","apache_beam.transforms.transforms_keyword_only_args_test_py3.rst","apache_beam.transforms.trigger.rst","apache_beam.transforms.userstate.rst","apache_beam.transforms.util.rst","apache_beam.transforms.window.rst","apache_beam.typehints.rst","apache_beam.typehints.decorators.rst","apache_beam.typehints.decorators_test_py3.rst","apache_beam.typehints.native_type_compatibility.rst","apache_beam.typehints.opcodes.rst","apache_beam.typehints.row_type.rst","apache_beam.typehints.schemas.rst","apache_beam.typehints.trivial_inference.rst","apache_beam.typehints.trivial_inference_test_py3.rst","apache_beam.typehints.typecheck.rst","apache_beam.typehints.typecheck_test_py3.rst","apache_beam.typehints.typed_pipeline_test_py3.rst","apache_beam.typehints.typehints.rst","apache_beam.typehints.typehints_test_py3.rst","apache_beam.utils.rst","apache_beam.utils.annotations.rst","apache_beam.utils.interactive_utils.rst","apache_beam.utils.plugin.rst","apache_beam.utils.processes.rst","apache_beam.utils.profiler.rst","apache_beam.utils.proto_utils.rst","apache_beam.utils.retry.rst","apache_beam.utils.shared.rst","apache_beam.utils.subprocess_server.rst","apache_beam.utils.thread_pool_executor.rst","apache_beam.utils.timestamp.rst","apache_beam.utils.urns.rst","apache_beam.version.rst","index.rst"],objects:{"":{apache_beam:[278,0,0,"-"]},"apache_beam.coders":{avro_record:[1,0,0,"-"],coders:[2,0,0,"-"],observable:[3,0,0,"-"],row_coder:[4,0,0,"-"],slow_stream:[5,0,0,"-"],typecoders:[6,0,0,"-"]},"apache_beam.coders.avro_record":{AvroRecord:[1,1,1,""]},"apache_beam.coders.coders":{AvroGenericCoder:[2,1,1,""],BooleanCoder:[2,1,1,""],BytesCoder:[2,1,1,""],Coder:[2,1,1,""],DillCoder:[2,1,1,""],FastPrimitivesCoder:[2,1,1,""],FloatCoder:[2,1,1,""],IterableCoder:[2,1,1,""],MapCoder:[2,1,1,""],NullableCoder:[2,1,1,""],ParamWindowedValueCoder:[2,1,1,""],PickleCoder:[2,1,1,""],ProtoCoder:[2,1,1,""],SingletonCoder:[2,1,1,""],StrUtf8Coder:[2,1,1,""],TimestampCoder:[2,1,1,""],TupleCoder:[2,1,1,""],TupleSequenceCoder:[2,1,1,""],VarIntCoder:[2,1,1,""],WindowedValueCoder:[2,1,1,""]},"apache_beam.coders.coders.AvroGenericCoder":{from_runner_api_parameter:[2,2,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.BooleanCoder":{is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.BytesCoder":{as_cloud_object:[2,3,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.Coder":{as_cloud_object:[2,3,1,""],as_deterministic_coder:[2,3,1,""],decode:[2,3,1,""],decode_nested:[2,3,1,""],encode:[2,3,1,""],encode_nested:[2,3,1,""],estimate_size:[2,3,1,""],from_runner_api:[2,4,1,""],from_type_hint:[2,4,1,""],get_impl:[2,3,1,""],is_deterministic:[2,3,1,""],is_kv_coder:[2,3,1,""],key_coder:[2,3,1,""],register_structured_urn:[2,2,1,""],register_urn:[2,4,1,""],to_runner_api:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.coders.FastPrimitivesCoder":{as_cloud_object:[2,3,1,""],as_deterministic_coder:[2,3,1,""],is_deterministic:[2,3,1,""],is_kv_coder:[2,3,1,""],key_coder:[2,3,1,""],to_type_hint:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.coders.FloatCoder":{is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.IterableCoder":{as_cloud_object:[2,3,1,""],as_deterministic_coder:[2,3,1,""],from_type_hint:[2,2,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.coders.MapCoder":{is_deterministic:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.NullableCoder":{is_deterministic:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.ParamWindowedValueCoder":{as_cloud_object:[2,3,1,""],from_runner_api_parameter:[2,2,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""]},"apache_beam.coders.coders.PickleCoder":{as_deterministic_coder:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.ProtoCoder":{as_deterministic_coder:[2,3,1,""],from_type_hint:[2,2,1,""],is_deterministic:[2,3,1,""]},"apache_beam.coders.coders.SingletonCoder":{is_deterministic:[2,3,1,""]},"apache_beam.coders.coders.StrUtf8Coder":{decode:[2,3,1,""],encode:[2,3,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.TimestampCoder":{is_deterministic:[2,3,1,""]},"apache_beam.coders.coders.TupleCoder":{as_cloud_object:[2,3,1,""],as_deterministic_coder:[2,3,1,""],coders:[2,3,1,""],from_runner_api_parameter:[2,2,1,""],from_type_hint:[2,2,1,""],is_deterministic:[2,3,1,""],is_kv_coder:[2,3,1,""],key_coder:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.coders.TupleSequenceCoder":{as_deterministic_coder:[2,3,1,""],from_type_hint:[2,2,1,""],is_deterministic:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.coders.VarIntCoder":{as_cloud_object:[2,3,1,""],is_deterministic:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],to_type_hint:[2,3,1,""]},"apache_beam.coders.coders.WindowedValueCoder":{as_cloud_object:[2,3,1,""],is_deterministic:[2,3,1,""],is_kv_coder:[2,3,1,""],key_coder:[2,3,1,""],to_runner_api_parameter:[2,3,1,""],value_coder:[2,3,1,""]},"apache_beam.coders.observable":{ObservableMixin:[3,1,1,""]},"apache_beam.coders.observable.ObservableMixin":{notify_observers:[3,3,1,""],register_observer:[3,3,1,""]},"apache_beam.coders.row_coder":{RowCoder:[4,1,1,""]},"apache_beam.coders.row_coder.RowCoder":{from_payload:[4,2,1,""],from_runner_api_parameter:[4,2,1,""],from_type_hint:[4,2,1,""],is_deterministic:[4,3,1,""],to_runner_api_parameter:[4,3,1,""],to_type_hint:[4,3,1,""]},"apache_beam.coders.slow_stream":{ByteCountingOutputStream:[5,1,1,""],InputStream:[5,1,1,""],OutputStream:[5,1,1,""],get_varint_size:[5,5,1,""]},"apache_beam.coders.slow_stream.ByteCountingOutputStream":{get:[5,3,1,""],get_count:[5,3,1,""],write:[5,3,1,""],write_byte:[5,3,1,""]},"apache_beam.coders.slow_stream.InputStream":{read:[5,3,1,""],read_all:[5,3,1,""],read_bigendian_double:[5,3,1,""],read_bigendian_int32:[5,3,1,""],read_bigendian_int64:[5,3,1,""],read_bigendian_uint64:[5,3,1,""],read_byte_py2:[5,3,1,""],read_byte_py3:[5,3,1,""],read_var_int64:[5,3,1,""],size:[5,3,1,""]},"apache_beam.coders.slow_stream.OutputStream":{get:[5,3,1,""],size:[5,3,1,""],write:[5,3,1,""],write_bigendian_double:[5,3,1,""],write_bigendian_int32:[5,3,1,""],write_bigendian_int64:[5,3,1,""],write_bigendian_uint64:[5,3,1,""],write_byte:[5,3,1,""],write_var_int64:[5,3,1,""]},"apache_beam.dataframe":{convert:[8,0,0,"-"],doctests:[9,0,0,"-"],expressions:[10,0,0,"-"],frame_base:[11,0,0,"-"],frames:[12,0,0,"-"],partitionings:[13,0,0,"-"],transforms:[14,0,0,"-"]},"apache_beam.dataframe.convert":{to_dataframe:[8,5,1,""],to_pcollection:[8,5,1,""]},"apache_beam.dataframe.doctests":{BeamDataframeDoctestRunner:[9,1,1,""],FakePandasObject:[9,1,1,""],TestEnvironment:[9,1,1,""],testfile:[9,5,1,""],testmod:[9,5,1,""],teststring:[9,5,1,""]},"apache_beam.dataframe.doctests.BeamDataframeDoctestRunner":{fake_pandas_module:[9,3,1,""],report_success:[9,3,1,""],run:[9,3,1,""],summarize:[9,3,1,""]},"apache_beam.dataframe.doctests.TestEnvironment":{context:[9,3,1,""],fake_pandas_module:[9,3,1,""]},"apache_beam.dataframe.expressions":{ComputedExpression:[10,1,1,""],ConstantExpression:[10,1,1,""],Expression:[10,1,1,""],NonParallelOperation:[10,6,1,""],PlaceholderExpression:[10,1,1,""],Session:[10,1,1,""],allow_non_parallel_operations:[10,5,1,""],elementwise_expression:[10,5,1,""]},"apache_beam.dataframe.expressions.ComputedExpression":{args:[10,3,1,""],evaluate_at:[10,3,1,""],placeholders:[10,3,1,""],preserves_partition_by:[10,3,1,""],requires_partition_by:[10,3,1,""]},"apache_beam.dataframe.expressions.ConstantExpression":{args:[10,3,1,""],evaluate_at:[10,3,1,""],placeholders:[10,3,1,""],preserves_partition_by:[10,3,1,""],requires_partition_by:[10,3,1,""]},"apache_beam.dataframe.expressions.Expression":{evaluate_at:[10,3,1,""],placeholders:[10,3,1,""],preserves_partition_by:[10,3,1,""],proxy:[10,3,1,""],requires_partition_by:[10,3,1,""]},"apache_beam.dataframe.expressions.PlaceholderExpression":{args:[10,3,1,""],evaluate_at:[10,3,1,""],placeholders:[10,3,1,""],preserves_partition_by:[10,3,1,""],requires_partition_by:[10,3,1,""]},"apache_beam.dataframe.expressions.Session":{evaluate:[10,3,1,""],lookup:[10,3,1,""]},"apache_beam.dataframe.frame_base":{DeferredBase:[11,1,1,""],DeferredFrame:[11,1,1,""],WontImplementError:[11,6,1,""],args_to_kwargs:[11,5,1,""],copy_and_mutate:[11,5,1,""],maybe_inplace:[11,5,1,""],name_and_func:[11,5,1,""],populate_defaults:[11,5,1,""],wont_implement_method:[11,5,1,""]},"apache_beam.dataframe.frame_base.DeferredBase":{wrap:[11,4,1,""]},"apache_beam.dataframe.frame_base.DeferredFrame":{dtypes:[11,7,1,""]},"apache_beam.dataframe.frames":{DeferredDataFrame:[12,1,1,""],DeferredGroupBy:[12,1,1,""],DeferredSeries:[12,1,1,""]},"apache_beam.dataframe.frames.DeferredDataFrame":{T:[12,7,1,""],agg:[12,3,1,""],aggregate:[12,3,1,""],all:[12,3,1,""],any:[12,3,1,""],applymap:[12,3,1,""],at:[12,3,1,""],cummax:[12,3,1,""],cummin:[12,3,1,""],cumprod:[12,3,1,""],cumsum:[12,3,1,""],diff:[12,3,1,""],dropna:[12,3,1,""],filter:[12,3,1,""],groupby:[12,3,1,""],isna:[12,3,1,""],items:[12,3,1,""],iteritems:[12,3,1,""],iterrows:[12,3,1,""],itertuples:[12,3,1,""],loc:[12,7,1,""],max:[12,3,1,""],memory_usage:[12,3,1,""],min:[12,3,1,""],mode:[12,3,1,""],notna:[12,3,1,""],notnull:[12,3,1,""],prod:[12,3,1,""],product:[12,3,1,""],quantile:[12,3,1,""],query:[12,3,1,""],replace:[12,3,1,""],reset_index:[12,3,1,""],round:[12,3,1,""],select_dtypes:[12,3,1,""],set_index:[12,3,1,""],shape:[12,7,1,""],shift:[12,3,1,""],sort_values:[12,3,1,""],stack:[12,3,1,""],sum:[12,3,1,""],to_dict:[12,3,1,""],to_numpy:[12,3,1,""],to_records:[12,3,1,""],to_sparse:[12,3,1,""],to_string:[12,3,1,""],transform:[12,3,1,""],transpose:[12,3,1,""],unstack:[12,3,1,""],update:[12,3,1,""]},"apache_beam.dataframe.frames.DeferredGroupBy":{"var":[12,3,1,""],agg:[12,3,1,""],all:[12,3,1,""],any:[12,3,1,""],max:[12,3,1,""],mean:[12,3,1,""],median:[12,3,1,""],min:[12,3,1,""],prod:[12,3,1,""],size:[12,3,1,""],std:[12,3,1,""],sum:[12,3,1,""]},"apache_beam.dataframe.frames.DeferredSeries":{add:[12,3,1,""],agg:[12,3,1,""],all:[12,3,1,""],any:[12,3,1,""],apply:[12,3,1,""],cummax:[12,3,1,""],cummin:[12,3,1,""],cumprod:[12,3,1,""],cumsum:[12,3,1,""],diff:[12,3,1,""],div:[12,3,1,""],floordiv:[12,3,1,""],isna:[12,3,1,""],map:[12,3,1,""],max:[12,3,1,""],min:[12,3,1,""],mod:[12,3,1,""],mul:[12,3,1,""],notna:[12,3,1,""],notnull:[12,3,1,""],pow:[12,3,1,""],prod:[12,3,1,""],product:[12,3,1,""],radd:[12,3,1,""],rdiv:[12,3,1,""],replace:[12,3,1,""],rfloordiv:[12,3,1,""],rmod:[12,3,1,""],rmul:[12,3,1,""],rpow:[12,3,1,""],rsub:[12,3,1,""],rtruediv:[12,3,1,""],sub:[12,3,1,""],sum:[12,3,1,""],transform:[12,3,1,""],truediv:[12,3,1,""],unstack:[12,3,1,""]},"apache_beam.dataframe.partitionings":{Index:[13,1,1,""],Nothing:[13,1,1,""],Partitioning:[13,1,1,""],Singleton:[13,1,1,""]},"apache_beam.dataframe.partitionings.Index":{is_subpartitioning_of:[13,3,1,""],partition_fn:[13,3,1,""]},"apache_beam.dataframe.partitionings.Nothing":{is_subpartitioning_of:[13,3,1,""]},"apache_beam.dataframe.partitionings.Partitioning":{is_subpartitioning_of:[13,3,1,""],partition_fn:[13,3,1,""]},"apache_beam.dataframe.partitionings.Singleton":{is_subpartitioning_of:[13,3,1,""],partition_fn:[13,3,1,""]},"apache_beam.dataframe.transforms":{DataframeTransform:[14,1,1,""],memoize:[14,5,1,""]},"apache_beam.dataframe.transforms.DataframeTransform":{expand:[14,3,1,""]},"apache_beam.error":{BeamError:[15,6,1,""],PValueError:[15,6,1,""],PipelineError:[15,6,1,""],RunnerError:[15,6,1,""],RuntimeValueProviderError:[15,6,1,""],SideInputError:[15,6,1,""],TransformError:[15,6,1,""]},"apache_beam.internal":{gcp:[17,0,0,"-"],http_client:[20,0,0,"-"],pickler:[21,0,0,"-"],util:[22,0,0,"-"]},"apache_beam.internal.gcp":{auth:[18,0,0,"-"],json_value:[19,0,0,"-"]},"apache_beam.internal.gcp.auth":{get_service_credentials:[18,5,1,""],set_running_in_gce:[18,5,1,""]},"apache_beam.internal.gcp.json_value":{from_json_value:[19,5,1,""],get_typed_value_descriptor:[19,5,1,""],to_json_value:[19,5,1,""]},"apache_beam.internal.http_client":{get_new_http:[20,5,1,""],proxy_info_from_environment_var:[20,5,1,""]},"apache_beam.internal.pickler":{dump_session:[21,5,1,""],dumps:[21,5,1,""],load_session:[21,5,1,""],loads:[21,5,1,""],new_save_module_dict:[21,5,1,""],save_module:[21,5,1,""]},"apache_beam.internal.util":{ArgumentPlaceholder:[22,1,1,""],insert_values_in_args:[22,5,1,""],remove_objects_from_args:[22,5,1,""],run_using_threadpool:[22,5,1,""]},"apache_beam.io":{avroio:[24,0,0,"-"],aws:[25,0,0,"-"],concat_source:[33,0,0,"-"],external:[34,0,0,"-"],filebasedsink:[40,0,0,"-"],filebasedsource:[41,0,0,"-"],fileio:[42,0,0,"-"],filesystem:[43,0,0,"-"],filesystemio:[44,0,0,"-"],filesystems:[45,0,0,"-"],flink:[46,0,0,"-"],gcp:[48,0,0,"-"],hadoopfilesystem:[76,0,0,"-"],iobase:[77,0,0,"-"],jdbc:[78,0,0,"-"],kafka:[79,0,0,"-"],localfilesystem:[80,0,0,"-"],mongodbio:[81,0,0,"-"],parquetio:[82,0,0,"-"],range_trackers:[83,0,0,"-"],restriction_trackers:[84,0,0,"-"],source_test_utils:[85,0,0,"-"],textio:[86,0,0,"-"],tfrecordio:[87,0,0,"-"],utils:[88,0,0,"-"],vcfio:[89,0,0,"-"],watermark_estimators:[90,0,0,"-"]},"apache_beam.io.avroio":{ReadAllFromAvro:[24,1,1,""],ReadFromAvro:[24,1,1,""],WriteToAvro:[24,1,1,""]},"apache_beam.io.avroio.ReadAllFromAvro":{DEFAULT_DESIRED_BUNDLE_SIZE:[24,7,1,""],expand:[24,3,1,""]},"apache_beam.io.avroio.ReadFromAvro":{display_data:[24,3,1,""],expand:[24,3,1,""]},"apache_beam.io.avroio.WriteToAvro":{display_data:[24,3,1,""],expand:[24,3,1,""]},"apache_beam.io.aws":{clients:[26,0,0,"-"],s3filesystem:[31,0,0,"-"],s3io:[32,0,0,"-"]},"apache_beam.io.aws.clients":{s3:[27,0,0,"-"]},"apache_beam.io.aws.clients.s3":{boto3_client:[28,0,0,"-"],fake_client:[29,0,0,"-"],messages:[30,0,0,"-"]},"apache_beam.io.aws.clients.s3.boto3_client":{Client:[28,1,1,""]},"apache_beam.io.aws.clients.s3.boto3_client.Client":{"delete":[28,3,1,""],complete_multipart_upload:[28,3,1,""],copy:[28,3,1,""],create_multipart_upload:[28,3,1,""],delete_batch:[28,3,1,""],get_object_metadata:[28,3,1,""],get_range:[28,3,1,""],list:[28,3,1,""],upload_part:[28,3,1,""]},"apache_beam.io.aws.clients.s3.fake_client":{FakeFile:[29,1,1,""],FakeS3Client:[29,1,1,""]},"apache_beam.io.aws.clients.s3.fake_client.FakeFile":{get_metadata:[29,3,1,""]},"apache_beam.io.aws.clients.s3.fake_client.FakeS3Client":{"delete":[29,3,1,""],add_file:[29,3,1,""],complete_multipart_upload:[29,3,1,""],copy:[29,3,1,""],create_multipart_upload:[29,3,1,""],delete_batch:[29,3,1,""],delete_file:[29,3,1,""],get_file:[29,3,1,""],get_object_metadata:[29,3,1,""],get_range:[29,3,1,""],list:[29,3,1,""],upload_part:[29,3,1,""]},"apache_beam.io.aws.clients.s3.messages":{CompleteMultipartUploadRequest:[30,1,1,""],CopyRequest:[30,1,1,""],DeleteBatchRequest:[30,1,1,""],DeleteBatchResponse:[30,1,1,""],DeleteRequest:[30,1,1,""],GetRequest:[30,1,1,""],Item:[30,1,1,""],ListRequest:[30,1,1,""],ListResponse:[30,1,1,""],S3ClientError:[30,6,1,""],UploadPartRequest:[30,1,1,""],UploadPartResponse:[30,1,1,""],UploadRequest:[30,1,1,""],UploadResponse:[30,1,1,""]},"apache_beam.io.aws.s3filesystem":{S3FileSystem:[31,1,1,""]},"apache_beam.io.aws.s3filesystem.S3FileSystem":{"delete":[31,3,1,""],CHUNK_SIZE:[31,7,1,""],S3_PREFIX:[31,7,1,""],checksum:[31,3,1,""],copy:[31,3,1,""],create:[31,3,1,""],exists:[31,3,1,""],has_dirs:[31,3,1,""],join:[31,3,1,""],last_updated:[31,3,1,""],mkdirs:[31,3,1,""],open:[31,3,1,""],rename:[31,3,1,""],scheme:[31,4,1,""],size:[31,3,1,""],split:[31,3,1,""]},"apache_beam.io.aws.s3io":{S3Downloader:[32,1,1,""],S3IO:[32,1,1,""],S3Uploader:[32,1,1,""],parse_s3_path:[32,5,1,""]},"apache_beam.io.aws.s3io.S3Downloader":{get_range:[32,3,1,""],size:[32,7,1,""]},"apache_beam.io.aws.s3io.S3IO":{"delete":[32,3,1,""],checksum:[32,3,1,""],copy:[32,3,1,""],copy_paths:[32,3,1,""],copy_tree:[32,3,1,""],delete_files:[32,3,1,""],delete_paths:[32,3,1,""],delete_tree:[32,3,1,""],exists:[32,3,1,""],last_updated:[32,3,1,""],list_prefix:[32,3,1,""],open:[32,3,1,""],rename:[32,3,1,""],rename_files:[32,3,1,""],size:[32,3,1,""]},"apache_beam.io.aws.s3io.S3Uploader":{finish:[32,3,1,""],put:[32,3,1,""]},"apache_beam.io.concat_source":{ConcatRangeTracker:[33,1,1,""],ConcatSource:[33,1,1,""]},"apache_beam.io.concat_source.ConcatRangeTracker":{fraction_consumed:[33,3,1,""],global_to_local:[33,3,1,""],local_to_global:[33,3,1,""],position_at_fraction:[33,3,1,""],set_current_position:[33,3,1,""],start_position:[33,3,1,""],stop_position:[33,3,1,""],sub_range_tracker:[33,3,1,""],try_claim:[33,3,1,""],try_split:[33,3,1,""]},"apache_beam.io.concat_source.ConcatSource":{default_output_coder:[33,3,1,""],estimate_size:[33,3,1,""],get_range_tracker:[33,3,1,""],read:[33,3,1,""],sources:[33,7,1,""],split:[33,3,1,""]},"apache_beam.io.external":{gcp:[35,0,0,"-"],generate_sequence:[37,0,0,"-"],kafka:[38,0,0,"-"],snowflake:[39,0,0,"-"]},"apache_beam.io.external.gcp":{pubsub:[36,0,0,"-"]},"apache_beam.io.external.gcp.pubsub":{ReadFromPubSub:[36,1,1,""],ReadFromPubsubSchema:[36,1,1,""],WriteToPubSub:[36,1,1,""],WriteToPubsubSchema:[36,1,1,""]},"apache_beam.io.external.gcp.pubsub.ReadFromPubSub":{URN:[36,7,1,""],expand:[36,3,1,""]},"apache_beam.io.external.gcp.pubsub.ReadFromPubsubSchema":{id_label:[36,7,1,""],subscription:[36,7,1,""],timestamp_attribute:[36,7,1,""],topic:[36,7,1,""],with_attributes:[36,7,1,""]},"apache_beam.io.external.gcp.pubsub.WriteToPubSub":{URN:[36,7,1,""],expand:[36,3,1,""]},"apache_beam.io.external.gcp.pubsub.WriteToPubsubSchema":{id_label:[36,7,1,""],timestamp_attribute:[36,7,1,""],topic:[36,7,1,""]},"apache_beam.io.external.generate_sequence":{GenerateSequence:[37,1,1,""]},"apache_beam.io.external.generate_sequence.GenerateSequence":{URN:[37,7,1,""]},"apache_beam.io.external.snowflake":{ReadFromSnowflake:[39,1,1,""],ReadFromSnowflakeSchema:[39,1,1,""],default_io_expansion_service:[39,5,1,""]},"apache_beam.io.external.snowflake.ReadFromSnowflake":{URN:[39,7,1,""],expand:[39,3,1,""]},"apache_beam.io.external.snowflake.ReadFromSnowflakeSchema":{database:[39,7,1,""],o_auth_token:[39,7,1,""],password:[39,7,1,""],private_key_passphrase:[39,7,1,""],private_key_path:[39,7,1,""],query:[39,7,1,""],schema:[39,7,1,""],server_name:[39,7,1,""],staging_bucket_name:[39,7,1,""],storage_integration_name:[39,7,1,""],table:[39,7,1,""],username:[39,7,1,""]},"apache_beam.io.filebasedsink":{FileBasedSink:[40,1,1,""]},"apache_beam.io.filebasedsink.FileBasedSink":{close:[40,3,1,""],display_data:[40,3,1,""],finalize_write:[40,3,1,""],initialize_write:[40,3,1,""],open:[40,3,1,""],open_writer:[40,3,1,""],pre_finalize:[40,3,1,""],write_encoded_record:[40,3,1,""],write_record:[40,3,1,""]},"apache_beam.io.filebasedsource":{FileBasedSource:[41,1,1,""]},"apache_beam.io.filebasedsource.FileBasedSource":{MIN_FRACTION_OF_FILES_TO_STAT:[41,7,1,""],MIN_NUMBER_OF_FILES_TO_STAT:[41,7,1,""],display_data:[41,3,1,""],estimate_size:[41,3,1,""],get_range_tracker:[41,3,1,""],open_file:[41,3,1,""],read:[41,3,1,""],read_records:[41,3,1,""],split:[41,3,1,""],splittable:[41,7,1,""]},"apache_beam.io.fileio":{EmptyMatchTreatment:[42,1,1,""],MatchAll:[42,1,1,""],MatchFiles:[42,1,1,""],ReadMatches:[42,1,1,""],ReadableFile:[42,1,1,""]},"apache_beam.io.fileio.EmptyMatchTreatment":{ALLOW:[42,7,1,""],ALLOW_IF_WILDCARD:[42,7,1,""],DISALLOW:[42,7,1,""],allow_empty_match:[42,2,1,""]},"apache_beam.io.fileio.MatchAll":{expand:[42,3,1,""]},"apache_beam.io.fileio.MatchFiles":{expand:[42,3,1,""]},"apache_beam.io.fileio.ReadMatches":{expand:[42,3,1,""]},"apache_beam.io.fileio.ReadableFile":{open:[42,3,1,""],read:[42,3,1,""],read_utf8:[42,3,1,""]},"apache_beam.io.filesystem":{CompressedFile:[43,1,1,""],CompressionTypes:[43,1,1,""],FileMetadata:[43,1,1,""],FileSystem:[43,1,1,""],MatchResult:[43,1,1,""]},"apache_beam.io.filesystem.CompressedFile":{close:[43,3,1,""],closed:[43,3,1,""],flush:[43,3,1,""],read:[43,3,1,""],readable:[43,3,1,""],readline:[43,3,1,""],seek:[43,3,1,""],seekable:[43,7,1,""],tell:[43,3,1,""],write:[43,3,1,""],writeable:[43,3,1,""]},"apache_beam.io.filesystem.CompressionTypes":{AUTO:[43,7,1,""],BZIP2:[43,7,1,""],DEFLATE:[43,7,1,""],GZIP:[43,7,1,""],UNCOMPRESSED:[43,7,1,""],detect_compression_type:[43,4,1,""],is_valid_compression_type:[43,4,1,""],mime_type:[43,4,1,""]},"apache_beam.io.filesystem.FileSystem":{"delete":[43,3,1,""],CHUNK_SIZE:[43,7,1,""],checksum:[43,3,1,""],copy:[43,3,1,""],create:[43,3,1,""],exists:[43,3,1,""],has_dirs:[43,3,1,""],join:[43,3,1,""],last_updated:[43,3,1,""],match:[43,3,1,""],match_files:[43,3,1,""],mkdirs:[43,3,1,""],open:[43,3,1,""],rename:[43,3,1,""],scheme:[43,4,1,""],size:[43,3,1,""],split:[43,3,1,""],translate_pattern:[43,2,1,""]},"apache_beam.io.filesystemio":{Downloader:[44,1,1,""],DownloaderStream:[44,1,1,""],PipeStream:[44,1,1,""],Uploader:[44,1,1,""],UploaderStream:[44,1,1,""]},"apache_beam.io.filesystemio.Downloader":{get_range:[44,3,1,""],size:[44,7,1,""]},"apache_beam.io.filesystemio.DownloaderStream":{readable:[44,3,1,""],readall:[44,3,1,""],readinto:[44,3,1,""],seek:[44,3,1,""],seekable:[44,3,1,""],tell:[44,3,1,""]},"apache_beam.io.filesystemio.PipeStream":{read:[44,3,1,""],seek:[44,3,1,""],tell:[44,3,1,""]},"apache_beam.io.filesystemio.Uploader":{finish:[44,3,1,""],put:[44,3,1,""]},"apache_beam.io.filesystemio.UploaderStream":{close:[44,3,1,""],tell:[44,3,1,""],writable:[44,3,1,""],write:[44,3,1,""]},"apache_beam.io.filesystems":{FileSystems:[45,1,1,""]},"apache_beam.io.filesystems.FileSystems":{"delete":[45,2,1,""],URI_SCHEMA_PATTERN:[45,7,1,""],checksum:[45,2,1,""],copy:[45,2,1,""],create:[45,2,1,""],exists:[45,2,1,""],get_chunk_size:[45,2,1,""],get_filesystem:[45,2,1,""],get_scheme:[45,2,1,""],join:[45,2,1,""],last_updated:[45,2,1,""],match:[45,2,1,""],mkdirs:[45,2,1,""],open:[45,2,1,""],rename:[45,2,1,""],set_options:[45,4,1,""],split:[45,2,1,""]},"apache_beam.io.flink":{flink_streaming_impulse_source:[47,0,0,"-"]},"apache_beam.io.flink.flink_streaming_impulse_source":{FlinkStreamingImpulseSource:[47,1,1,""]},"apache_beam.io.flink.flink_streaming_impulse_source.FlinkStreamingImpulseSource":{URN:[47,7,1,""],config:[47,7,1,""],expand:[47,3,1,""],from_runner_api_parameter:[47,2,1,""],get_windowing:[47,3,1,""],infer_output_type:[47,3,1,""],set_interval_ms:[47,3,1,""],set_message_count:[47,3,1,""],to_runner_api_parameter:[47,3,1,""]},"apache_beam.io.gcp":{big_query_query_to_table_pipeline:[49,0,0,"-"],bigquery:[50,0,0,"-"],bigquery_avro_tools:[51,0,0,"-"],bigquery_file_loads:[52,0,0,"-"],bigquery_io_metadata:[53,0,0,"-"],bigquery_io_read_pipeline:[54,0,0,"-"],bigquery_tools:[55,0,0,"-"],bigtableio:[56,0,0,"-"],datastore:[57,0,0,"-"],dicomclient:[66,0,0,"-"],dicomio:[67,0,0,"-"],experimental:[68,0,0,"-"],gce_metadata_util:[70,0,0,"-"],gcsfilesystem:[71,0,0,"-"],gcsio:[72,0,0,"-"],gcsio_overrides:[73,0,0,"-"],pubsub:[74,0,0,"-"],pubsub_it_pipeline:[75,0,0,"-"]},"apache_beam.io.gcp.big_query_query_to_table_pipeline":{run_bq_pipeline:[49,5,1,""]},"apache_beam.io.gcp.bigquery":{BigQueryDisposition:[50,1,1,""],BigQuerySink:[50,1,1,""],BigQuerySource:[50,1,1,""],ReadFromBigQuery:[50,1,1,""],TableRowJsonCoder:[50,1,1,""],WriteToBigQuery:[50,1,1,""]},"apache_beam.io.gcp.bigquery.BigQueryDisposition":{CREATE_IF_NEEDED:[50,7,1,""],CREATE_NEVER:[50,7,1,""],WRITE_APPEND:[50,7,1,""],WRITE_EMPTY:[50,7,1,""],WRITE_TRUNCATE:[50,7,1,""],validate_create:[50,2,1,""],validate_write:[50,2,1,""]},"apache_beam.io.gcp.bigquery.BigQuerySink":{display_data:[50,3,1,""],format:[50,7,1,""],schema_as_json:[50,3,1,""],writer:[50,3,1,""]},"apache_beam.io.gcp.bigquery.BigQuerySource":{display_data:[50,3,1,""],format:[50,7,1,""],reader:[50,3,1,""]},"apache_beam.io.gcp.bigquery.ReadFromBigQuery":{expand:[50,3,1,""]},"apache_beam.io.gcp.bigquery.TableRowJsonCoder":{decode:[50,3,1,""],encode:[50,3,1,""]},"apache_beam.io.gcp.bigquery.WriteToBigQuery":{Method:[50,1,1,""],display_data:[50,3,1,""],expand:[50,3,1,""],from_runner_api:[50,3,1,""],get_dict_table_schema:[50,2,1,""],get_table_schema_from_string:[50,2,1,""],table_schema_to_dict:[50,2,1,""],to_runner_api_parameter:[50,3,1,""]},"apache_beam.io.gcp.bigquery.WriteToBigQuery.Method":{DEFAULT:[50,7,1,""],FILE_LOADS:[50,7,1,""],STREAMING_INSERTS:[50,7,1,""]},"apache_beam.io.gcp.bigquery_avro_tools":{get_record_schema_from_dict_table_schema:[51,5,1,""],table_field_to_avro_field:[51,5,1,""]},"apache_beam.io.gcp.bigquery_file_loads":{BigQueryBatchFileLoads:[52,1,1,""],DeleteTablesFn:[52,1,1,""],PartitionFiles:[52,1,1,""],TriggerCopyJobs:[52,1,1,""],TriggerLoadJobs:[52,1,1,""],WaitForBQJobs:[52,1,1,""],WriteGroupedRecordsToFile:[52,1,1,""],WriteRecordsToFile:[52,1,1,""],file_prefix_generator:[52,5,1,""]},"apache_beam.io.gcp.bigquery_file_loads.BigQueryBatchFileLoads":{DESTINATION_COPY_JOBID_PAIRS:[52,7,1,""],DESTINATION_FILE_PAIRS:[52,7,1,""],DESTINATION_JOBID_PAIRS:[52,7,1,""],expand:[52,3,1,""],verify:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.DeleteTablesFn":{process:[52,3,1,""],start_bundle:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.PartitionFiles":{MULTIPLE_PARTITIONS_TAG:[52,7,1,""],Partition:[52,1,1,""],SINGLE_PARTITION_TAG:[52,7,1,""],process:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.PartitionFiles.Partition":{add:[52,3,1,""],can_accept:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.TriggerCopyJobs":{display_data:[52,3,1,""],process:[52,3,1,""],start_bundle:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.TriggerLoadJobs":{TEMP_TABLES:[52,7,1,""],display_data:[52,3,1,""],process:[52,3,1,""],start_bundle:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.WaitForBQJobs":{process:[52,3,1,""],start_bundle:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.WriteGroupedRecordsToFile":{process:[52,3,1,""]},"apache_beam.io.gcp.bigquery_file_loads.WriteRecordsToFile":{UNWRITTEN_RECORD_TAG:[52,7,1,""],WRITTEN_FILE_TAG:[52,7,1,""],display_data:[52,3,1,""],finish_bundle:[52,3,1,""],process:[52,3,1,""],start_bundle:[52,3,1,""]},"apache_beam.io.gcp.bigquery_io_metadata":{BigQueryIOMetadata:[53,1,1,""],create_bigquery_io_metadata:[53,5,1,""]},"apache_beam.io.gcp.bigquery_io_metadata.BigQueryIOMetadata":{add_additional_bq_job_labels:[53,3,1,""]},"apache_beam.io.gcp.bigquery_io_read_pipeline":{RowToStringWithSlowDown:[54,1,1,""],run:[54,5,1,""]},"apache_beam.io.gcp.bigquery_io_read_pipeline.RowToStringWithSlowDown":{process:[54,3,1,""]},"apache_beam.io.gcp.bigquery_tools":{AppendDestinationsFn:[55,1,1,""],AvroRowWriter:[55,1,1,""],BigQueryJobTypes:[55,1,1,""],BigQueryReader:[55,1,1,""],BigQueryWrapper:[55,1,1,""],BigQueryWriter:[55,1,1,""],ExportCompression:[55,1,1,""],FileFormat:[55,1,1,""],JsonRowWriter:[55,1,1,""],RetryStrategy:[55,1,1,""],RowAsDictJsonCoder:[55,1,1,""],default_encoder:[55,5,1,""],generate_bq_job_name:[55,5,1,""],get_avro_schema_from_table_schema:[55,5,1,""],get_dict_table_schema:[55,5,1,""],get_hashable_destination:[55,5,1,""],get_table_schema_from_string:[55,5,1,""],parse_table_reference:[55,5,1,""],parse_table_schema_from_json:[55,5,1,""],table_schema_to_dict:[55,5,1,""]},"apache_beam.io.gcp.bigquery_tools.AppendDestinationsFn":{display_data:[55,3,1,""],process:[55,3,1,""]},"apache_beam.io.gcp.bigquery_tools.AvroRowWriter":{close:[55,3,1,""],closed:[55,7,1,""],flush:[55,3,1,""],read:[55,3,1,""],tell:[55,3,1,""],writable:[55,3,1,""],write:[55,3,1,""]},"apache_beam.io.gcp.bigquery_tools.BigQueryJobTypes":{COPY:[55,7,1,""],EXPORT:[55,7,1,""],LOAD:[55,7,1,""],QUERY:[55,7,1,""]},"apache_beam.io.gcp.bigquery_tools.BigQueryWrapper":{TEMP_DATASET:[55,7,1,""],TEMP_TABLE:[55,7,1,""],clean_up_temporary_dataset:[55,3,1,""],convert_row_to_dict:[55,3,1,""],create_temporary_dataset:[55,3,1,""],get_job:[55,3,1,""],get_or_create_dataset:[55,3,1,""],get_or_create_table:[55,3,1,""],get_query_location:[55,3,1,""],get_table:[55,3,1,""],get_table_location:[55,3,1,""],insert_rows:[55,3,1,""],perform_extract_job:[55,3,1,""],perform_load_job:[55,3,1,""],run_query:[55,3,1,""],unique_row_id:[55,7,1,""],wait_for_bq_job:[55,3,1,""]},"apache_beam.io.gcp.bigquery_tools.BigQueryWriter":{Write:[55,3,1,""]},"apache_beam.io.gcp.bigquery_tools.ExportCompression":{DEFLATE:[55,7,1,""],GZIP:[55,7,1,""],NONE:[55,7,1,""],SNAPPY:[55,7,1,""]},"apache_beam.io.gcp.bigquery_tools.FileFormat":{AVRO:[55,7,1,""],CSV:[55,7,1,""],JSON:[55,7,1,""]},"apache_beam.io.gcp.bigquery_tools.JsonRowWriter":{close:[55,3,1,""],closed:[55,7,1,""],flush:[55,3,1,""],read:[55,3,1,""],tell:[55,3,1,""],writable:[55,3,1,""],write:[55,3,1,""]},"apache_beam.io.gcp.bigquery_tools.RetryStrategy":{RETRY_ALWAYS:[55,7,1,""],RETRY_NEVER:[55,7,1,""],RETRY_ON_TRANSIENT_ERROR:[55,7,1,""],should_retry:[55,2,1,""]},"apache_beam.io.gcp.bigquery_tools.RowAsDictJsonCoder":{decode:[55,3,1,""],encode:[55,3,1,""],to_type_hint:[55,3,1,""]},"apache_beam.io.gcp.bigtableio":{WriteToBigTable:[56,1,1,""]},"apache_beam.io.gcp.bigtableio.WriteToBigTable":{expand:[56,3,1,""]},"apache_beam.io.gcp.datastore":{v1new:[58,0,0,"-"]},"apache_beam.io.gcp.datastore.v1new":{adaptive_throttler:[59,0,0,"-"],datastore_write_it_pipeline:[60,0,0,"-"],datastoreio:[61,0,0,"-"],helper:[62,0,0,"-"],query_splitter:[63,0,0,"-"],types:[64,0,0,"-"],util:[65,0,0,"-"]},"apache_beam.io.gcp.datastore.v1new.adaptive_throttler":{AdaptiveThrottler:[59,1,1,""]},"apache_beam.io.gcp.datastore.v1new.adaptive_throttler.AdaptiveThrottler":{MIN_REQUESTS:[59,7,1,""],successful_request:[59,3,1,""],throttle_request:[59,3,1,""]},"apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline":{EntityWrapper:[60,1,1,""],new_pipeline_with_job_name:[60,5,1,""],run:[60,5,1,""]},"apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline.EntityWrapper":{make_entity:[60,3,1,""]},"apache_beam.io.gcp.datastore.v1new.datastoreio":{DeleteFromDatastore:[61,1,1,""],ReadFromDatastore:[61,1,1,""],WriteToDatastore:[61,1,1,""]},"apache_beam.io.gcp.datastore.v1new.datastoreio.ReadFromDatastore":{display_data:[61,3,1,""],expand:[61,3,1,""]},"apache_beam.io.gcp.datastore.v1new.helper":{create_client_entities:[62,5,1,""],create_entities:[62,5,1,""],get_client:[62,5,1,""],retry_on_rpc_error:[62,5,1,""]},"apache_beam.io.gcp.datastore.v1new.query_splitter":{QuerySplitterError:[63,6,1,""],SplitNotPossibleError:[63,6,1,""],get_splits:[63,5,1,""]},"apache_beam.io.gcp.datastore.v1new.types":{Entity:[64,1,1,""],Key:[64,1,1,""],Query:[64,1,1,""]},"apache_beam.io.gcp.datastore.v1new.types.Entity":{from_client_entity:[64,2,1,""],set_properties:[64,3,1,""],to_client_entity:[64,3,1,""]},"apache_beam.io.gcp.datastore.v1new.types.Key":{from_client_key:[64,2,1,""],to_client_key:[64,3,1,""]},"apache_beam.io.gcp.datastore.v1new.types.Query":{clone:[64,3,1,""]},"apache_beam.io.gcp.datastore.v1new.util":{DynamicBatchSizer:[65,1,1,""],MovingSum:[65,1,1,""]},"apache_beam.io.gcp.datastore.v1new.util.DynamicBatchSizer":{get_batch_size:[65,3,1,""],report_latency:[65,3,1,""]},"apache_beam.io.gcp.datastore.v1new.util.MovingSum":{add:[65,3,1,""],count:[65,3,1,""],has_data:[65,3,1,""],sum:[65,3,1,""]},"apache_beam.io.gcp.dicomclient":{DicomApiHttpClient:[66,1,1,""]},"apache_beam.io.gcp.dicomclient.DicomApiHttpClient":{dicomweb_store_instance:[66,3,1,""],get_session:[66,3,1,""],healthcare_base_url:[66,7,1,""],qido_search:[66,3,1,""],session:[66,7,1,""]},"apache_beam.io.gcp.dicomio":{DicomSearch:[67,1,1,""],FormatToQido:[67,1,1,""],UploadToDicomStore:[67,1,1,""]},"apache_beam.io.gcp.dicomio.DicomSearch":{expand:[67,3,1,""]},"apache_beam.io.gcp.dicomio.FormatToQido":{expand:[67,3,1,""]},"apache_beam.io.gcp.dicomio.UploadToDicomStore":{expand:[67,3,1,""]},"apache_beam.io.gcp.experimental":{spannerio:[69,0,0,"-"]},"apache_beam.io.gcp.experimental.spannerio":{MutationGroup:[69,1,1,""],ReadFromSpanner:[69,1,1,""],ReadOperation:[69,1,1,""],WriteMutation:[69,1,1,""],WriteToSpanner:[69,1,1,""],create_transaction:[69,5,1,""]},"apache_beam.io.gcp.experimental.spannerio.MutationGroup":{info:[69,7,1,""],primary:[69,3,1,""]},"apache_beam.io.gcp.experimental.spannerio.ReadFromSpanner":{display_data:[69,3,1,""],expand:[69,3,1,""]},"apache_beam.io.gcp.experimental.spannerio.ReadOperation":{query:[69,4,1,""],table:[69,4,1,""]},"apache_beam.io.gcp.experimental.spannerio.WriteMutation":{"delete":[69,2,1,""],insert:[69,2,1,""],insert_or_update:[69,2,1,""],replace:[69,2,1,""],update:[69,2,1,""]},"apache_beam.io.gcp.experimental.spannerio.WriteToSpanner":{display_data:[69,3,1,""],expand:[69,3,1,""]},"apache_beam.io.gcp.gce_metadata_util":{fetch_dataflow_job_id:[70,5,1,""]},"apache_beam.io.gcp.gcsfilesystem":{GCSFileSystem:[71,1,1,""]},"apache_beam.io.gcp.gcsfilesystem.GCSFileSystem":{"delete":[71,3,1,""],CHUNK_SIZE:[71,7,1,""],GCS_PREFIX:[71,7,1,""],checksum:[71,3,1,""],copy:[71,3,1,""],create:[71,3,1,""],exists:[71,3,1,""],has_dirs:[71,3,1,""],join:[71,3,1,""],last_updated:[71,3,1,""],mkdirs:[71,3,1,""],open:[71,3,1,""],rename:[71,3,1,""],scheme:[71,4,1,""],size:[71,3,1,""],split:[71,3,1,""]},"apache_beam.io.gcp.gcsio":{GcsIO:[72,1,1,""]},"apache_beam.io.gcp.gcsio.GcsIO":{"delete":[72,3,1,""],checksum:[72,3,1,""],copy:[72,3,1,""],copy_batch:[72,3,1,""],copytree:[72,3,1,""],create_bucket:[72,3,1,""],delete_batch:[72,3,1,""],exists:[72,3,1,""],get_bucket:[72,3,1,""],kms_key:[72,3,1,""],last_updated:[72,3,1,""],list_prefix:[72,3,1,""],open:[72,3,1,""],rename:[72,3,1,""],size:[72,3,1,""]},"apache_beam.io.gcp.gcsio_overrides":{GcsIOOverrides:[73,1,1,""]},"apache_beam.io.gcp.gcsio_overrides.GcsIOOverrides":{retry_func:[73,4,1,""]},"apache_beam.io.gcp.pubsub":{PubsubMessage:[74,1,1,""],ReadFromPubSub:[74,1,1,""],ReadStringsFromPubSub:[74,5,1,""],WriteStringsToPubSub:[74,5,1,""],WriteToPubSub:[74,1,1,""]},"apache_beam.io.gcp.pubsub.PubsubMessage":{attributes:[74,7,1,""],data:[74,7,1,""]},"apache_beam.io.gcp.pubsub.ReadFromPubSub":{expand:[74,3,1,""],to_runner_api_parameter:[74,3,1,""]},"apache_beam.io.gcp.pubsub.WriteToPubSub":{expand:[74,3,1,""],to_proto_str:[74,2,1,""],to_runner_api_parameter:[74,3,1,""]},"apache_beam.io.gcp.pubsub_it_pipeline":{run_pipeline:[75,5,1,""]},"apache_beam.io.hadoopfilesystem":{HadoopFileSystem:[76,1,1,""]},"apache_beam.io.hadoopfilesystem.HadoopFileSystem":{"delete":[76,3,1,""],checksum:[76,3,1,""],copy:[76,3,1,""],create:[76,3,1,""],exists:[76,3,1,""],has_dirs:[76,3,1,""],join:[76,3,1,""],last_updated:[76,3,1,""],mkdirs:[76,3,1,""],open:[76,3,1,""],rename:[76,3,1,""],scheme:[76,4,1,""],size:[76,3,1,""],split:[76,3,1,""]},"apache_beam.io.iobase":{BoundedSource:[77,1,1,""],RangeTracker:[77,1,1,""],Read:[77,1,1,""],RestrictionProgress:[77,1,1,""],RestrictionTracker:[77,1,1,""],Sink:[77,1,1,""],WatermarkEstimator:[77,1,1,""],Write:[77,1,1,""],Writer:[77,1,1,""]},"apache_beam.io.iobase.BoundedSource":{default_output_coder:[77,3,1,""],estimate_size:[77,3,1,""],get_range_tracker:[77,3,1,""],is_bounded:[77,3,1,""],read:[77,3,1,""],split:[77,3,1,""]},"apache_beam.io.iobase.RangeTracker":{SPLIT_POINTS_UNKNOWN:[77,7,1,""],fraction_consumed:[77,3,1,""],position_at_fraction:[77,3,1,""],set_current_position:[77,3,1,""],set_split_points_unclaimed_callback:[77,3,1,""],split_points:[77,3,1,""],start_position:[77,3,1,""],stop_position:[77,3,1,""],try_claim:[77,3,1,""],try_split:[77,3,1,""]},"apache_beam.io.iobase.Read":{display_data:[77,3,1,""],expand:[77,3,1,""],from_runner_api_parameter:[77,2,1,""],get_desired_chunk_size:[77,2,1,""],get_windowing:[77,3,1,""],to_runner_api_parameter:[77,3,1,""]},"apache_beam.io.iobase.RestrictionProgress":{completed_work:[77,7,1,""],fraction_completed:[77,7,1,""],fraction_remaining:[77,7,1,""],remaining_work:[77,7,1,""],total_work:[77,7,1,""],with_completed:[77,3,1,""]},"apache_beam.io.iobase.RestrictionTracker":{check_done:[77,3,1,""],current_progress:[77,3,1,""],current_restriction:[77,3,1,""],is_bounded:[77,3,1,""],try_claim:[77,3,1,""],try_split:[77,3,1,""]},"apache_beam.io.iobase.Sink":{finalize_write:[77,3,1,""],initialize_write:[77,3,1,""],open_writer:[77,3,1,""],pre_finalize:[77,3,1,""]},"apache_beam.io.iobase.WatermarkEstimator":{current_watermark:[77,3,1,""],get_estimator_state:[77,3,1,""],observe_timestamp:[77,3,1,""]},"apache_beam.io.iobase.Write":{display_data:[77,3,1,""],expand:[77,3,1,""]},"apache_beam.io.iobase.Writer":{close:[77,3,1,""],write:[77,3,1,""]},"apache_beam.io.jdbc":{ReadFromJdbc:[78,1,1,""],WriteToJdbc:[78,1,1,""]},"apache_beam.io.jdbc.ReadFromJdbc":{URN:[78,7,1,""]},"apache_beam.io.jdbc.WriteToJdbc":{URN:[78,7,1,""]},"apache_beam.io.kafka":{ReadFromKafka:[79,1,1,""],ReadFromKafkaSchema:[79,1,1,""],WriteToKafka:[79,1,1,""],WriteToKafkaSchema:[79,1,1,""],default_io_expansion_service:[79,5,1,""]},"apache_beam.io.kafka.ReadFromKafka":{URN:[79,7,1,""],byte_array_deserializer:[79,7,1,""]},"apache_beam.io.kafka.ReadFromKafkaSchema":{consumer_config:[79,7,1,""],key_deserializer:[79,7,1,""],max_num_records:[79,7,1,""],max_read_time:[79,7,1,""],start_read_time:[79,7,1,""],topics:[79,7,1,""],value_deserializer:[79,7,1,""]},"apache_beam.io.kafka.WriteToKafka":{URN:[79,7,1,""],byte_array_serializer:[79,7,1,""]},"apache_beam.io.kafka.WriteToKafkaSchema":{key_serializer:[79,7,1,""],producer_config:[79,7,1,""],topic:[79,7,1,""],value_serializer:[79,7,1,""]},"apache_beam.io.localfilesystem":{LocalFileSystem:[80,1,1,""]},"apache_beam.io.localfilesystem.LocalFileSystem":{"delete":[80,3,1,""],checksum:[80,3,1,""],copy:[80,3,1,""],create:[80,3,1,""],exists:[80,3,1,""],has_dirs:[80,3,1,""],join:[80,3,1,""],last_updated:[80,3,1,""],mkdirs:[80,3,1,""],open:[80,3,1,""],rename:[80,3,1,""],scheme:[80,4,1,""],size:[80,3,1,""],split:[80,3,1,""]},"apache_beam.io.mongodbio":{ReadFromMongoDB:[81,1,1,""],WriteToMongoDB:[81,1,1,""]},"apache_beam.io.mongodbio.ReadFromMongoDB":{expand:[81,3,1,""]},"apache_beam.io.mongodbio.WriteToMongoDB":{expand:[81,3,1,""]},"apache_beam.io.parquetio":{ReadAllFromParquet:[82,1,1,""],ReadAllFromParquetBatched:[82,1,1,""],ReadFromParquet:[82,1,1,""],ReadFromParquetBatched:[82,1,1,""],WriteToParquet:[82,1,1,""]},"apache_beam.io.parquetio.ReadAllFromParquet":{expand:[82,3,1,""]},"apache_beam.io.parquetio.ReadAllFromParquetBatched":{DEFAULT_DESIRED_BUNDLE_SIZE:[82,7,1,""],expand:[82,3,1,""]},"apache_beam.io.parquetio.ReadFromParquet":{display_data:[82,3,1,""],expand:[82,3,1,""]},"apache_beam.io.parquetio.ReadFromParquetBatched":{display_data:[82,3,1,""],expand:[82,3,1,""]},"apache_beam.io.parquetio.WriteToParquet":{display_data:[82,3,1,""],expand:[82,3,1,""]},"apache_beam.io.range_trackers":{LexicographicKeyRangeTracker:[83,1,1,""],OffsetRangeTracker:[83,1,1,""],OrderedPositionRangeTracker:[83,1,1,""],UnsplittableRangeTracker:[83,1,1,""]},"apache_beam.io.range_trackers.LexicographicKeyRangeTracker":{fraction_to_position:[83,4,1,""],position_to_fraction:[83,4,1,""]},"apache_beam.io.range_trackers.OffsetRangeTracker":{OFFSET_INFINITY:[83,7,1,""],fraction_consumed:[83,3,1,""],last_attempted_record_start:[83,7,1,""],last_record_start:[83,7,1,""],position_at_fraction:[83,3,1,""],position_to_fraction:[83,3,1,""],set_current_position:[83,3,1,""],set_split_points_unclaimed_callback:[83,3,1,""],split_points:[83,3,1,""],start_position:[83,3,1,""],stop_position:[83,3,1,""],try_claim:[83,3,1,""],try_split:[83,3,1,""]},"apache_beam.io.range_trackers.OrderedPositionRangeTracker":{UNSTARTED:[83,7,1,""],fraction_consumed:[83,3,1,""],fraction_to_position:[83,3,1,""],position_at_fraction:[83,3,1,""],start_position:[83,3,1,""],stop_position:[83,3,1,""],try_claim:[83,3,1,""],try_split:[83,3,1,""]},"apache_beam.io.range_trackers.UnsplittableRangeTracker":{fraction_consumed:[83,3,1,""],position_at_fraction:[83,3,1,""],set_current_position:[83,3,1,""],set_split_points_unclaimed_callback:[83,3,1,""],split_points:[83,3,1,""],start_position:[83,3,1,""],stop_position:[83,3,1,""],try_claim:[83,3,1,""],try_split:[83,3,1,""]},"apache_beam.io.restriction_trackers":{OffsetRange:[84,1,1,""],OffsetRestrictionTracker:[84,1,1,""]},"apache_beam.io.restriction_trackers.OffsetRange":{new_tracker:[84,3,1,""],size:[84,3,1,""],split:[84,3,1,""],split_at:[84,3,1,""]},"apache_beam.io.restriction_trackers.OffsetRestrictionTracker":{check_done:[84,3,1,""],current_progress:[84,3,1,""],current_restriction:[84,3,1,""],is_bounded:[84,3,1,""],start_position:[84,3,1,""],stop_position:[84,3,1,""],try_claim:[84,3,1,""],try_split:[84,3,1,""]},"apache_beam.io.source_test_utils":{assert_reentrant_reads_succeed:[85,5,1,""],assert_sources_equal_reference_source:[85,5,1,""],assert_split_at_fraction_behavior:[85,5,1,""],assert_split_at_fraction_binary:[85,5,1,""],assert_split_at_fraction_exhaustive:[85,5,1,""],assert_split_at_fraction_fails:[85,5,1,""],assert_split_at_fraction_succeeds_and_consistent:[85,5,1,""],read_from_source:[85,5,1,""]},"apache_beam.io.textio":{ReadAllFromText:[86,1,1,""],ReadFromText:[86,1,1,""],ReadFromTextWithFilename:[86,1,1,""],WriteToText:[86,1,1,""]},"apache_beam.io.textio.ReadAllFromText":{DEFAULT_DESIRED_BUNDLE_SIZE:[86,7,1,""],expand:[86,3,1,""]},"apache_beam.io.textio.ReadFromText":{expand:[86,3,1,""]},"apache_beam.io.textio.WriteToText":{expand:[86,3,1,""]},"apache_beam.io.tfrecordio":{ReadFromTFRecord:[87,1,1,""],WriteToTFRecord:[87,1,1,""]},"apache_beam.io.tfrecordio.ReadFromTFRecord":{expand:[87,3,1,""]},"apache_beam.io.tfrecordio.WriteToTFRecord":{expand:[87,3,1,""]},"apache_beam.io.utils":{CountingSource:[88,1,1,""]},"apache_beam.io.utils.CountingSource":{estimate_size:[88,3,1,""],get_range_tracker:[88,3,1,""],read:[88,3,1,""],split:[88,3,1,""]},"apache_beam.io.vcfio":{MalformedVcfRecord:[89,1,1,""],ReadFromVcf:[89,1,1,""],Variant:[89,1,1,""],VariantCall:[89,1,1,""],VariantInfo:[89,1,1,""]},"apache_beam.io.vcfio.MalformedVcfRecord":{file_name:[89,7,1,""],line:[89,7,1,""]},"apache_beam.io.vcfio.ReadFromVcf":{expand:[89,3,1,""]},"apache_beam.io.vcfio.VariantInfo":{data:[89,7,1,""],field_count:[89,7,1,""]},"apache_beam.io.watermark_estimators":{ManualWatermarkEstimator:[90,1,1,""],MonotonicWatermarkEstimator:[90,1,1,""],WalltimeWatermarkEstimator:[90,1,1,""]},"apache_beam.io.watermark_estimators.ManualWatermarkEstimator":{current_watermark:[90,3,1,""],default_provider:[90,2,1,""],get_estimator_state:[90,3,1,""],observe_timestamp:[90,3,1,""],set_watermark:[90,3,1,""]},"apache_beam.io.watermark_estimators.MonotonicWatermarkEstimator":{current_watermark:[90,3,1,""],default_provider:[90,2,1,""],get_estimator_state:[90,3,1,""],observe_timestamp:[90,3,1,""]},"apache_beam.io.watermark_estimators.WalltimeWatermarkEstimator":{current_watermark:[90,3,1,""],default_provider:[90,2,1,""],get_estimator_state:[90,3,1,""],observe_timestamp:[90,3,1,""]},"apache_beam.metrics":{cells:[92,0,0,"-"],metric:[93,0,0,"-"],metricbase:[94,0,0,"-"],monitoring_infos:[95,0,0,"-"]},"apache_beam.metrics.cells":{DistributionResult:[92,1,1,""],GaugeResult:[92,1,1,""]},"apache_beam.metrics.cells.DistributionResult":{count:[92,7,1,""],max:[92,7,1,""],mean:[92,7,1,""],min:[92,7,1,""],sum:[92,7,1,""]},"apache_beam.metrics.cells.GaugeResult":{timestamp:[92,7,1,""],value:[92,7,1,""]},"apache_beam.metrics.metric":{Metrics:[93,1,1,""],MetricsFilter:[93,1,1,""]},"apache_beam.metrics.metric.Metrics":{DelegatingCounter:[93,1,1,""],DelegatingDistribution:[93,1,1,""],DelegatingGauge:[93,1,1,""],counter:[93,2,1,""],distribution:[93,2,1,""],gauge:[93,2,1,""],get_namespace:[93,2,1,""]},"apache_beam.metrics.metric.MetricsFilter":{names:[93,7,1,""],namespaces:[93,7,1,""],steps:[93,7,1,""],with_metric:[93,3,1,""],with_name:[93,3,1,""],with_names:[93,3,1,""],with_namespace:[93,3,1,""],with_namespaces:[93,3,1,""],with_step:[93,3,1,""],with_steps:[93,3,1,""]},"apache_beam.metrics.metricbase":{Counter:[94,1,1,""],Distribution:[94,1,1,""],Gauge:[94,1,1,""],Metric:[94,1,1,""],MetricName:[94,1,1,""]},"apache_beam.metrics.metricbase.Counter":{dec:[94,3,1,""],inc:[94,3,1,""]},"apache_beam.metrics.metricbase.Distribution":{update:[94,3,1,""]},"apache_beam.metrics.metricbase.Gauge":{set:[94,3,1,""]},"apache_beam.metrics.monitoring_infos":{consolidate:[95,5,1,""],create_labels:[95,5,1,""],create_monitoring_info:[95,5,1,""],distribution_payload_combiner:[95,5,1,""],extract_counter_value:[95,5,1,""],extract_distribution:[95,5,1,""],extract_gauge_value:[95,5,1,""],extract_metric_result_map_value:[95,5,1,""],get_step_name:[95,5,1,""],int64_counter:[95,5,1,""],int64_distribution:[95,5,1,""],int64_gauge:[95,5,1,""],int64_user_counter:[95,5,1,""],int64_user_distribution:[95,5,1,""],int64_user_gauge:[95,5,1,""],is_counter:[95,5,1,""],is_distribution:[95,5,1,""],is_gauge:[95,5,1,""],is_user_monitoring_info:[95,5,1,""],parse_namespace_and_name:[95,5,1,""],sum_payload_combiner:[95,5,1,""],to_key:[95,5,1,""]},"apache_beam.ml":{gcp:[97,0,0,"-"]},"apache_beam.ml.gcp":{cloud_dlp:[98,0,0,"-"],naturallanguageml:[99,0,0,"-"],naturallanguageml_test_it:[100,0,0,"-"],videointelligenceml:[101,0,0,"-"],videointelligenceml_test_it:[102,0,0,"-"],visionml:[103,0,0,"-"],visionml_test_it:[104,0,0,"-"]},"apache_beam.ml.gcp.cloud_dlp":{InspectForDetails:[98,1,1,""],MaskDetectedDetails:[98,1,1,""]},"apache_beam.ml.gcp.cloud_dlp.InspectForDetails":{expand:[98,3,1,""]},"apache_beam.ml.gcp.cloud_dlp.MaskDetectedDetails":{expand:[98,3,1,""]},"apache_beam.ml.gcp.naturallanguageml":{AnnotateText:[99,5,1,""],Document:[99,1,1,""]},"apache_beam.ml.gcp.naturallanguageml.Document":{to_dict:[99,2,1,""]},"apache_beam.ml.gcp.naturallanguageml_test_it":{NaturalLanguageMlTestIT:[100,1,1,""],extract:[100,5,1,""]},"apache_beam.ml.gcp.naturallanguageml_test_it.NaturalLanguageMlTestIT":{IT:[100,7,1,""],test_analyzing_syntax:[100,3,1,""]},"apache_beam.ml.gcp.videointelligenceml":{AnnotateVideo:[101,1,1,""],AnnotateVideoWithContext:[101,1,1,""]},"apache_beam.ml.gcp.videointelligenceml.AnnotateVideo":{expand:[101,3,1,""]},"apache_beam.ml.gcp.videointelligenceml.AnnotateVideoWithContext":{expand:[101,3,1,""]},"apache_beam.ml.gcp.videointelligenceml_test_it":{VideoIntelligenceMlTestIT:[102,1,1,""],extract_entities_descriptions:[102,5,1,""]},"apache_beam.ml.gcp.videointelligenceml_test_it.VideoIntelligenceMlTestIT":{IT:[102,7,1,""],VIDEO_PATH:[102,7,1,""],test_label_detection_with_video_context:[102,3,1,""]},"apache_beam.ml.gcp.visionml":{AnnotateImage:[103,1,1,""],AnnotateImageWithContext:[103,1,1,""]},"apache_beam.ml.gcp.visionml.AnnotateImage":{MAX_BATCH_SIZE:[103,7,1,""],MIN_BATCH_SIZE:[103,7,1,""],expand:[103,3,1,""]},"apache_beam.ml.gcp.visionml.AnnotateImageWithContext":{expand:[103,3,1,""]},"apache_beam.ml.gcp.visionml_test_it":{VisionMlTestIT:[104,1,1,""],extract:[104,5,1,""]},"apache_beam.ml.gcp.visionml_test_it.VisionMlTestIT":{IT:[104,7,1,""],test_text_detection_with_language_hint:[104,3,1,""]},"apache_beam.options":{pipeline_options:[106,0,0,"-"],pipeline_options_validator:[107,0,0,"-"],value_provider:[108,0,0,"-"]},"apache_beam.options.pipeline_options":{DebugOptions:[106,1,1,""],DirectOptions:[106,1,1,""],GoogleCloudOptions:[106,1,1,""],HadoopFileSystemOptions:[106,1,1,""],PipelineOptions:[106,1,1,""],ProfilingOptions:[106,1,1,""],SetupOptions:[106,1,1,""],StandardOptions:[106,1,1,""],TestOptions:[106,1,1,""],TypeOptions:[106,1,1,""],WorkerOptions:[106,1,1,""]},"apache_beam.options.pipeline_options.DebugOptions":{add_experiment:[106,3,1,""],lookup_experiment:[106,3,1,""]},"apache_beam.options.pipeline_options.GoogleCloudOptions":{BIGQUERY_API_SERVICE:[106,7,1,""],COMPUTE_API_SERVICE:[106,7,1,""],DATAFLOW_ENDPOINT:[106,7,1,""],STORAGE_API_SERVICE:[106,7,1,""],validate:[106,3,1,""]},"apache_beam.options.pipeline_options.HadoopFileSystemOptions":{validate:[106,3,1,""]},"apache_beam.options.pipeline_options.PipelineOptions":{display_data:[106,3,1,""],from_dictionary:[106,4,1,""],get_all_options:[106,3,1,""],view_as:[106,3,1,""]},"apache_beam.options.pipeline_options.StandardOptions":{DEFAULT_RUNNER:[106,7,1,""]},"apache_beam.options.pipeline_options.TestOptions":{validate:[106,3,1,""]},"apache_beam.options.pipeline_options.WorkerOptions":{validate:[106,3,1,""]},"apache_beam.options.pipeline_options_validator":{PipelineOptionsValidator:[107,1,1,""]},"apache_beam.options.pipeline_options_validator.PipelineOptionsValidator":{ENDPOINT_PATTERN:[107,7,1,""],ERR_INVALID_GCS_BUCKET:[107,7,1,""],ERR_INVALID_GCS_OBJECT:[107,7,1,""],ERR_INVALID_GCS_PATH:[107,7,1,""],ERR_INVALID_JOB_NAME:[107,7,1,""],ERR_INVALID_NOT_POSITIVE:[107,7,1,""],ERR_INVALID_PROJECT_ID:[107,7,1,""],ERR_INVALID_PROJECT_NUMBER:[107,7,1,""],ERR_INVALID_TEST_MATCHER_TYPE:[107,7,1,""],ERR_INVALID_TEST_MATCHER_UNPICKLABLE:[107,7,1,""],ERR_INVALID_TRANSFORM_NAME_MAPPING:[107,7,1,""],ERR_MISSING_GCS_PATH:[107,7,1,""],ERR_MISSING_OPTION:[107,7,1,""],GCS_BUCKET:[107,7,1,""],GCS_SCHEME:[107,7,1,""],GCS_URI:[107,7,1,""],JOB_PATTERN:[107,7,1,""],OPTIONS:[107,7,1,""],PROJECT_ID_PATTERN:[107,7,1,""],PROJECT_NUMBER_PATTERN:[107,7,1,""],is_full_string_match:[107,3,1,""],is_service_runner:[107,3,1,""],validate:[107,3,1,""],validate_cloud_options:[107,3,1,""],validate_gcs_path:[107,3,1,""],validate_optional_argument_positive:[107,3,1,""],validate_test_matcher:[107,3,1,""],validate_worker_region_zone:[107,3,1,""]},"apache_beam.options.value_provider":{RuntimeValueProvider:[108,1,1,""],StaticValueProvider:[108,1,1,""],ValueProvider:[108,1,1,""],check_accessible:[108,5,1,""]},"apache_beam.options.value_provider.RuntimeValueProvider":{experiments:[108,7,1,""],get:[108,3,1,""],get_value:[108,4,1,""],is_accessible:[108,3,1,""],runtime_options:[108,7,1,""],set_runtime_options:[108,4,1,""]},"apache_beam.options.value_provider.StaticValueProvider":{get:[108,3,1,""],is_accessible:[108,3,1,""]},"apache_beam.options.value_provider.ValueProvider":{get:[108,3,1,""],is_accessible:[108,3,1,""]},"apache_beam.pipeline":{PTransformOverride:[109,1,1,""],Pipeline:[109,1,1,""]},"apache_beam.pipeline.PTransformOverride":{get_replacement_transform:[109,3,1,""],matches:[109,3,1,""]},"apache_beam.pipeline.Pipeline":{apply:[109,3,1,""],from_runner_api:[109,2,1,""],options:[109,7,1,""],replace_all:[109,3,1,""],run:[109,3,1,""],runner_implemented_transforms:[109,4,1,""],to_runner_api:[109,3,1,""],visit:[109,3,1,""]},"apache_beam.portability":{api:[111,0,0,"-"],common_urns:[128,0,0,"-"],python_urns:[129,0,0,"-"],utils:[130,0,0,"-"]},"apache_beam.portability.api":{beam_artifact_api_pb2_grpc:[112,0,0,"-"],beam_artifact_api_pb2_urns:[113,0,0,"-"],beam_expansion_api_pb2_grpc:[114,0,0,"-"],beam_fn_api_pb2_grpc:[115,0,0,"-"],beam_interactive_api_pb2_grpc:[116,0,0,"-"],beam_job_api_pb2_grpc:[117,0,0,"-"],beam_provision_api_pb2_grpc:[118,0,0,"-"],beam_runner_api_pb2_grpc:[119,0,0,"-"],beam_runner_api_pb2_urns:[120,0,0,"-"],endpoints_pb2_grpc:[121,0,0,"-"],external_transforms_pb2_grpc:[122,0,0,"-"],metrics_pb2_grpc:[123,0,0,"-"],metrics_pb2_urns:[124,0,0,"-"],schema_pb2_grpc:[125,0,0,"-"],standard_window_fns_pb2_grpc:[126,0,0,"-"],standard_window_fns_pb2_urns:[127,0,0,"-"]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc":{ArtifactRetrievalService:[112,1,1,""],ArtifactRetrievalServiceServicer:[112,1,1,""],ArtifactRetrievalServiceStub:[112,1,1,""],ArtifactStagingService:[112,1,1,""],ArtifactStagingServiceServicer:[112,1,1,""],ArtifactStagingServiceStub:[112,1,1,""],LegacyArtifactRetrievalService:[112,1,1,""],LegacyArtifactRetrievalServiceServicer:[112,1,1,""],LegacyArtifactRetrievalServiceStub:[112,1,1,""],LegacyArtifactStagingService:[112,1,1,""],LegacyArtifactStagingServiceServicer:[112,1,1,""],LegacyArtifactStagingServiceStub:[112,1,1,""],add_ArtifactRetrievalServiceServicer_to_server:[112,5,1,""],add_ArtifactStagingServiceServicer_to_server:[112,5,1,""],add_LegacyArtifactRetrievalServiceServicer_to_server:[112,5,1,""],add_LegacyArtifactStagingServiceServicer_to_server:[112,5,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.ArtifactRetrievalService":{GetArtifact:[112,2,1,""],ResolveArtifacts:[112,2,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.ArtifactRetrievalServiceServicer":{GetArtifact:[112,3,1,""],ResolveArtifacts:[112,3,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.ArtifactStagingService":{ReverseArtifactRetrievalService:[112,2,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.ArtifactStagingServiceServicer":{ReverseArtifactRetrievalService:[112,3,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.LegacyArtifactRetrievalService":{GetArtifact:[112,2,1,""],GetManifest:[112,2,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.LegacyArtifactRetrievalServiceServicer":{GetArtifact:[112,3,1,""],GetManifest:[112,3,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.LegacyArtifactStagingService":{CommitManifest:[112,2,1,""],PutArtifact:[112,2,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_grpc.LegacyArtifactStagingServiceServicer":{CommitManifest:[112,3,1,""],PutArtifact:[112,3,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_urns":{CommitManifestResponse:[113,1,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_urns.CommitManifestResponse":{Constants:[113,1,1,""]},"apache_beam.portability.api.beam_artifact_api_pb2_urns.CommitManifestResponse.Constants":{NO_ARTIFACTS_STAGED_TOKEN:[113,7,1,""]},"apache_beam.portability.api.beam_expansion_api_pb2_grpc":{ExpansionService:[114,1,1,""],ExpansionServiceServicer:[114,1,1,""],ExpansionServiceStub:[114,1,1,""],add_ExpansionServiceServicer_to_server:[114,5,1,""]},"apache_beam.portability.api.beam_expansion_api_pb2_grpc.ExpansionService":{Expand:[114,2,1,""]},"apache_beam.portability.api.beam_expansion_api_pb2_grpc.ExpansionServiceServicer":{Expand:[114,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc":{BeamFnControl:[115,1,1,""],BeamFnControlServicer:[115,1,1,""],BeamFnControlStub:[115,1,1,""],BeamFnData:[115,1,1,""],BeamFnDataServicer:[115,1,1,""],BeamFnDataStub:[115,1,1,""],BeamFnExternalWorkerPool:[115,1,1,""],BeamFnExternalWorkerPoolServicer:[115,1,1,""],BeamFnExternalWorkerPoolStub:[115,1,1,""],BeamFnLogging:[115,1,1,""],BeamFnLoggingServicer:[115,1,1,""],BeamFnLoggingStub:[115,1,1,""],BeamFnState:[115,1,1,""],BeamFnStateServicer:[115,1,1,""],BeamFnStateStub:[115,1,1,""],BeamFnWorkerStatus:[115,1,1,""],BeamFnWorkerStatusServicer:[115,1,1,""],BeamFnWorkerStatusStub:[115,1,1,""],add_BeamFnControlServicer_to_server:[115,5,1,""],add_BeamFnDataServicer_to_server:[115,5,1,""],add_BeamFnExternalWorkerPoolServicer_to_server:[115,5,1,""],add_BeamFnLoggingServicer_to_server:[115,5,1,""],add_BeamFnStateServicer_to_server:[115,5,1,""],add_BeamFnWorkerStatusServicer_to_server:[115,5,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnControl":{Control:[115,2,1,""],GetProcessBundleDescriptor:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnControlServicer":{Control:[115,3,1,""],GetProcessBundleDescriptor:[115,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnData":{Data:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnDataServicer":{Data:[115,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnExternalWorkerPool":{StartWorker:[115,2,1,""],StopWorker:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnExternalWorkerPoolServicer":{StartWorker:[115,3,1,""],StopWorker:[115,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnLogging":{Logging:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnLoggingServicer":{Logging:[115,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnState":{State:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnStateServicer":{State:[115,3,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnWorkerStatus":{WorkerStatus:[115,2,1,""]},"apache_beam.portability.api.beam_fn_api_pb2_grpc.BeamFnWorkerStatusServicer":{WorkerStatus:[115,3,1,""]},"apache_beam.portability.api.beam_job_api_pb2_grpc":{JobService:[117,1,1,""],JobServiceServicer:[117,1,1,""],JobServiceStub:[117,1,1,""],add_JobServiceServicer_to_server:[117,5,1,""]},"apache_beam.portability.api.beam_job_api_pb2_grpc.JobService":{Cancel:[117,2,1,""],DescribePipelineOptions:[117,2,1,""],GetJobMetrics:[117,2,1,""],GetJobs:[117,2,1,""],GetMessageStream:[117,2,1,""],GetPipeline:[117,2,1,""],GetState:[117,2,1,""],GetStateStream:[117,2,1,""],Prepare:[117,2,1,""],Run:[117,2,1,""]},"apache_beam.portability.api.beam_job_api_pb2_grpc.JobServiceServicer":{Cancel:[117,3,1,""],DescribePipelineOptions:[117,3,1,""],GetJobMetrics:[117,3,1,""],GetJobs:[117,3,1,""],GetMessageStream:[117,3,1,""],GetPipeline:[117,3,1,""],GetState:[117,3,1,""],GetStateStream:[117,3,1,""],Prepare:[117,3,1,""],Run:[117,3,1,""]},"apache_beam.portability.api.beam_provision_api_pb2_grpc":{ProvisionService:[118,1,1,""],ProvisionServiceServicer:[118,1,1,""],ProvisionServiceStub:[118,1,1,""],add_ProvisionServiceServicer_to_server:[118,5,1,""]},"apache_beam.portability.api.beam_provision_api_pb2_grpc.ProvisionService":{GetProvisionInfo:[118,2,1,""]},"apache_beam.portability.api.beam_provision_api_pb2_grpc.ProvisionServiceServicer":{GetProvisionInfo:[118,3,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_grpc":{TestStreamService:[119,1,1,""],TestStreamServiceServicer:[119,1,1,""],TestStreamServiceStub:[119,1,1,""],add_TestStreamServiceServicer_to_server:[119,5,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_grpc.TestStreamService":{Events:[119,2,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_grpc.TestStreamServiceServicer":{Events:[119,3,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns":{BeamConstants:[120,1,1,""],StandardArtifacts:[120,1,1,""],StandardCoders:[120,1,1,""],StandardDisplayData:[120,1,1,""],StandardEnvironments:[120,1,1,""],StandardPTransforms:[120,1,1,""],StandardProtocols:[120,1,1,""],StandardRequirements:[120,1,1,""],StandardSideInputTypes:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.BeamConstants":{Constants:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.BeamConstants.Constants":{GLOBAL_WINDOW_MAX_TIMESTAMP_MILLIS:[120,7,1,""],MAX_TIMESTAMP_MILLIS:[120,7,1,""],MIN_TIMESTAMP_MILLIS:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardArtifacts":{Roles:[120,1,1,""],Types:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardArtifacts.Roles":{STAGING_TO:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardArtifacts.Types":{DEFERRED:[120,7,1,""],EMBEDDED:[120,7,1,""],FILE:[120,7,1,""],MAVEN:[120,7,1,""],PYPI:[120,7,1,""],URL:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardCoders":{Enum:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardCoders.Enum":{BOOL:[120,7,1,""],BYTES:[120,7,1,""],DOUBLE:[120,7,1,""],GLOBAL_WINDOW:[120,7,1,""],INTERVAL_WINDOW:[120,7,1,""],ITERABLE:[120,7,1,""],KV:[120,7,1,""],LENGTH_PREFIX:[120,7,1,""],PARAM_WINDOWED_VALUE:[120,7,1,""],ROW:[120,7,1,""],STATE_BACKED_ITERABLE:[120,7,1,""],STRING_UTF8:[120,7,1,""],TIMER:[120,7,1,""],VARINT:[120,7,1,""],WINDOWED_VALUE:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardDisplayData":{DisplayData:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardDisplayData.DisplayData":{LABELLED_STRING:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardEnvironments":{Environments:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardEnvironments.Environments":{DOCKER:[120,7,1,""],EXTERNAL:[120,7,1,""],PROCESS:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms":{CombineComponents:[120,1,1,""],Composites:[120,1,1,""],DeprecatedPrimitives:[120,1,1,""],Primitives:[120,1,1,""],SplittableParDoComponents:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms.CombineComponents":{COMBINE_GROUPED_VALUES:[120,7,1,""],COMBINE_PER_KEY_CONVERT_TO_ACCUMULATORS:[120,7,1,""],COMBINE_PER_KEY_EXTRACT_OUTPUTS:[120,7,1,""],COMBINE_PER_KEY_MERGE_ACCUMULATORS:[120,7,1,""],COMBINE_PER_KEY_PRECOMBINE:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms.Composites":{COMBINE_GLOBALLY:[120,7,1,""],COMBINE_PER_KEY:[120,7,1,""],RESHUFFLE:[120,7,1,""],WRITE_FILES:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms.DeprecatedPrimitives":{CREATE_VIEW:[120,7,1,""],READ:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms.Primitives":{ASSIGN_WINDOWS:[120,7,1,""],FLATTEN:[120,7,1,""],GROUP_BY_KEY:[120,7,1,""],IMPULSE:[120,7,1,""],MAP_WINDOWS:[120,7,1,""],MERGE_WINDOWS:[120,7,1,""],PAR_DO:[120,7,1,""],TEST_STREAM:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardPTransforms.SplittableParDoComponents":{PAIR_WITH_RESTRICTION:[120,7,1,""],PROCESS_SIZED_ELEMENTS_AND_RESTRICTIONS:[120,7,1,""],SPLIT_AND_SIZE_RESTRICTIONS:[120,7,1,""],TRUNCATE_SIZED_RESTRICTION:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardProtocols":{Enum:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardProtocols.Enum":{LEGACY_PROGRESS_REPORTING:[120,7,1,""],MULTI_CORE_BUNDLE_PROCESSING:[120,7,1,""],PROGRESS_REPORTING:[120,7,1,""],WORKER_STATUS:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardRequirements":{Enum:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardRequirements.Enum":{REQUIRES_BUNDLE_FINALIZATION:[120,7,1,""],REQUIRES_SPLITTABLE_DOFN:[120,7,1,""],REQUIRES_STABLE_INPUT:[120,7,1,""],REQUIRES_STATEFUL_PROCESSING:[120,7,1,""],REQUIRES_TIME_SORTED_INPUT:[120,7,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardSideInputTypes":{Enum:[120,1,1,""]},"apache_beam.portability.api.beam_runner_api_pb2_urns.StandardSideInputTypes.Enum":{ITERABLE:[120,7,1,""],MULTIMAP:[120,7,1,""]},"apache_beam.portability.api.metrics_pb2_urns":{MonitoringInfo:[124,1,1,""],MonitoringInfoSpecs:[124,1,1,""],MonitoringInfoTypeUrns:[124,1,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfo":{MonitoringInfoLabels:[124,1,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfo.MonitoringInfoLabels":{CODER:[124,7,1,""],ENVIRONMENT:[124,7,1,""],NAME:[124,7,1,""],NAMESPACE:[124,7,1,""],PCOLLECTION:[124,7,1,""],TRANSFORM:[124,7,1,""],WINDOWING_STRATEGY:[124,7,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfoSpecs":{Enum:[124,1,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfoSpecs.Enum":{DATA_CHANNEL_READ_INDEX:[124,7,1,""],ELEMENT_COUNT:[124,7,1,""],FINISH_BUNDLE_MSECS:[124,7,1,""],PROCESS_BUNDLE_MSECS:[124,7,1,""],SAMPLED_BYTE_SIZE:[124,7,1,""],START_BUNDLE_MSECS:[124,7,1,""],TOTAL_MSECS:[124,7,1,""],USER_BOTTOM_N_DOUBLE:[124,7,1,""],USER_BOTTOM_N_INT64:[124,7,1,""],USER_DISTRIBUTION_DOUBLE:[124,7,1,""],USER_DISTRIBUTION_INT64:[124,7,1,""],USER_LATEST_DOUBLE:[124,7,1,""],USER_LATEST_INT64:[124,7,1,""],USER_SUM_DOUBLE:[124,7,1,""],USER_SUM_INT64:[124,7,1,""],USER_TOP_N_DOUBLE:[124,7,1,""],USER_TOP_N_INT64:[124,7,1,""],WORK_COMPLETED:[124,7,1,""],WORK_REMAINING:[124,7,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfoTypeUrns":{Enum:[124,1,1,""]},"apache_beam.portability.api.metrics_pb2_urns.MonitoringInfoTypeUrns.Enum":{BOTTOM_N_DOUBLE_TYPE:[124,7,1,""],BOTTOM_N_INT64_TYPE:[124,7,1,""],DISTRIBUTION_DOUBLE_TYPE:[124,7,1,""],DISTRIBUTION_INT64_TYPE:[124,7,1,""],LATEST_DOUBLE_TYPE:[124,7,1,""],LATEST_INT64_TYPE:[124,7,1,""],PROGRESS_TYPE:[124,7,1,""],SUM_DOUBLE_TYPE:[124,7,1,""],SUM_INT64_TYPE:[124,7,1,""],TOP_N_DOUBLE_TYPE:[124,7,1,""],TOP_N_INT64_TYPE:[124,7,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns":{FixedWindowsPayload:[127,1,1,""],GlobalWindowsPayload:[127,1,1,""],SessionWindowsPayload:[127,1,1,""],SlidingWindowsPayload:[127,1,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.FixedWindowsPayload":{Enum:[127,1,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.FixedWindowsPayload.Enum":{PROPERTIES:[127,7,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.GlobalWindowsPayload":{Enum:[127,1,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.GlobalWindowsPayload.Enum":{PROPERTIES:[127,7,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.SessionWindowsPayload":{Enum:[127,1,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.SessionWindowsPayload.Enum":{PROPERTIES:[127,7,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.SlidingWindowsPayload":{Enum:[127,1,1,""]},"apache_beam.portability.api.standard_window_fns_pb2_urns.SlidingWindowsPayload.Enum":{PROPERTIES:[127,7,1,""]},"apache_beam.portability.utils":{PropertiesFromEnumValue:[130,1,1,""]},"apache_beam.portability.utils.PropertiesFromEnumValue":{constant:[130,7,1,""],label_props:[130,7,1,""],spec:[130,7,1,""],urn:[130,7,1,""]},"apache_beam.pvalue":{AsDict:[131,1,1,""],AsIter:[131,1,1,""],AsList:[131,1,1,""],AsSingleton:[131,1,1,""],EmptySideInput:[131,1,1,""],PCollection:[131,1,1,""],Row:[131,1,1,""],TaggedOutput:[131,1,1,""]},"apache_beam.pvalue.AsIter":{element_type:[131,7,1,""]},"apache_beam.pvalue.AsSingleton":{element_type:[131,7,1,""]},"apache_beam.pvalue.PCollection":{from_:[131,2,1,""],from_runner_api:[131,2,1,""],to_runner_api:[131,3,1,""],windowing:[131,7,1,""]},"apache_beam.runners":{dataflow:[133,0,0,"-"],direct:[142,0,0,"-"],interactive:[158,0,0,"-"],internal:[189,0,0,"-"],job:[191,0,0,"-"],pipeline_context:[194,0,0,"-"],runner:[195,0,0,"-"],sdf_utils:[196,0,0,"-"]},"apache_beam.runners.dataflow":{dataflow_exercise_metrics_pipeline:[134,0,0,"-"],dataflow_exercise_streaming_metrics_pipeline:[135,0,0,"-"],dataflow_metrics:[136,0,0,"-"],dataflow_runner:[137,0,0,"-"],native_io:[138,0,0,"-"],ptransform_overrides:[140,0,0,"-"],test_dataflow_runner:[141,0,0,"-"]},"apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline":{UserMetricsDoFn:[134,1,1,""],apply_and_run:[134,5,1,""],metric_matchers:[134,5,1,""]},"apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline.UserMetricsDoFn":{finish_bundle:[134,3,1,""],process:[134,3,1,""],start_bundle:[134,3,1,""]},"apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline":{StreamingUserMetricsDoFn:[135,1,1,""],run:[135,5,1,""]},"apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline.StreamingUserMetricsDoFn":{finish_bundle:[135,3,1,""],process:[135,3,1,""],start_bundle:[135,3,1,""]},"apache_beam.runners.dataflow.dataflow_metrics":{DataflowMetrics:[136,1,1,""],main:[136,5,1,""]},"apache_beam.runners.dataflow.dataflow_metrics.DataflowMetrics":{all_metrics:[136,3,1,""],query:[136,3,1,""]},"apache_beam.runners.dataflow.dataflow_runner":{DataflowRunner:[137,1,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner":{CombineValuesPTransformOverride:[137,1,1,""],CreatePTransformOverride:[137,1,1,""],JrhReadPTransformOverride:[137,1,1,""],NativeReadPTransformOverride:[137,1,1,""],ReadPTransformOverride:[137,1,1,""],apply:[137,3,1,""],apply_GroupByKey:[137,3,1,""],byte_array_to_json_string:[137,2,1,""],deserialize_windowing_strategy:[137,4,1,""],flatten_input_visitor:[137,2,1,""],get_default_gcp_region:[137,3,1,""],group_by_key_input_visitor:[137,2,1,""],is_fnapi_compatible:[137,3,1,""],json_string_to_byte_array:[137,2,1,""],poll_for_job_completion:[137,2,1,""],run_CombineValuesReplacement:[137,3,1,""],run_Flatten:[137,3,1,""],run_GroupByKey:[137,3,1,""],run_Impulse:[137,3,1,""],run_ParDo:[137,3,1,""],run_Read:[137,3,1,""],run_RunnerAPIPTransformHolder:[137,3,1,""],run_TestStream:[137,3,1,""],run__NativeWrite:[137,3,1,""],run_pipeline:[137,3,1,""],serialize_windowing_strategy:[137,4,1,""],side_input_visitor:[137,2,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner.CombineValuesPTransformOverride":{get_replacement_transform:[137,3,1,""],matches:[137,3,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner.CreatePTransformOverride":{get_replacement_transform:[137,3,1,""],matches:[137,3,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner.JrhReadPTransformOverride":{get_replacement_transform:[137,3,1,""],matches:[137,3,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner.NativeReadPTransformOverride":{get_replacement_transform:[137,3,1,""],matches:[137,3,1,""]},"apache_beam.runners.dataflow.dataflow_runner.DataflowRunner.ReadPTransformOverride":{get_replacement_transform:[137,3,1,""],matches:[137,3,1,""]},"apache_beam.runners.dataflow.native_io":{iobase:[139,0,0,"-"]},"apache_beam.runners.dataflow.native_io.iobase":{ConcatPosition:[139,1,1,""],DynamicSplitRequest:[139,1,1,""],DynamicSplitResult:[139,1,1,""],DynamicSplitResultWithPosition:[139,1,1,""],NativeSink:[139,1,1,""],NativeSinkWriter:[139,1,1,""],NativeSource:[139,1,1,""],NativeSourceReader:[139,1,1,""],ReaderPosition:[139,1,1,""],ReaderProgress:[139,1,1,""]},"apache_beam.runners.dataflow.native_io.iobase.NativeSink":{writer:[139,3,1,""]},"apache_beam.runners.dataflow.native_io.iobase.NativeSinkWriter":{Write:[139,3,1,""],takes_windowed_values:[139,7,1,""]},"apache_beam.runners.dataflow.native_io.iobase.NativeSource":{coder:[139,7,1,""],is_bounded:[139,3,1,""],reader:[139,3,1,""]},"apache_beam.runners.dataflow.native_io.iobase.NativeSourceReader":{get_progress:[139,3,1,""],request_dynamic_split:[139,3,1,""],returns_windowed_values:[139,7,1,""]},"apache_beam.runners.dataflow.native_io.iobase.ReaderProgress":{consumed_split_points:[139,7,1,""],percent_complete:[139,7,1,""],position:[139,7,1,""],remaining_split_points:[139,7,1,""],remaining_time:[139,7,1,""]},"apache_beam.runners.dataflow.ptransform_overrides":{CombineValuesPTransformOverride:[140,1,1,""],CreatePTransformOverride:[140,1,1,""],JrhReadPTransformOverride:[140,1,1,""],NativeReadPTransformOverride:[140,1,1,""],ReadPTransformOverride:[140,1,1,""],WriteToBigQueryPTransformOverride:[140,1,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.CombineValuesPTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.CreatePTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.JrhReadPTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.NativeReadPTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.ReadPTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.ptransform_overrides.WriteToBigQueryPTransformOverride":{get_replacement_transform:[140,3,1,""],matches:[140,3,1,""]},"apache_beam.runners.dataflow.test_dataflow_runner":{TestDataflowRunner:[141,1,1,""]},"apache_beam.runners.dataflow.test_dataflow_runner.TestDataflowRunner":{build_console_url:[141,3,1,""],run_pipeline:[141,3,1,""],wait_until_in_state:[141,3,1,""]},"apache_beam.runners.direct":{bundle_factory:[143,0,0,"-"],clock:[144,0,0,"-"],consumer_tracking_pipeline_visitor:[145,0,0,"-"],direct_metrics:[146,0,0,"-"],direct_runner:[147,0,0,"-"],direct_userstate:[148,0,0,"-"],evaluation_context:[149,0,0,"-"],executor:[150,0,0,"-"],helper_transforms:[151,0,0,"-"],sdf_direct_runner:[152,0,0,"-"],test_direct_runner:[153,0,0,"-"],test_stream_impl:[154,0,0,"-"],transform_evaluator:[155,0,0,"-"],util:[156,0,0,"-"],watermark_manager:[157,0,0,"-"]},"apache_beam.runners.direct.bundle_factory":{BundleFactory:[143,1,1,""]},"apache_beam.runners.direct.bundle_factory.BundleFactory":{create_bundle:[143,3,1,""],create_empty_committed_bundle:[143,3,1,""]},"apache_beam.runners.direct.clock":{Clock:[144,1,1,""],RealClock:[144,1,1,""],TestClock:[144,1,1,""]},"apache_beam.runners.direct.clock.Clock":{advance_time:[144,3,1,""],time:[144,3,1,""]},"apache_beam.runners.direct.clock.RealClock":{time:[144,3,1,""]},"apache_beam.runners.direct.clock.TestClock":{advance_time:[144,3,1,""],time:[144,3,1,""]},"apache_beam.runners.direct.consumer_tracking_pipeline_visitor":{ConsumerTrackingPipelineVisitor:[145,1,1,""]},"apache_beam.runners.direct.consumer_tracking_pipeline_visitor.ConsumerTrackingPipelineVisitor":{views:[145,7,1,""],visit_transform:[145,3,1,""]},"apache_beam.runners.direct.direct_metrics":{DirectMetric:[146,1,1,""],DirectMetrics:[146,1,1,""]},"apache_beam.runners.direct.direct_metrics.DirectMetric":{commit_logical:[146,3,1,""],commit_physical:[146,3,1,""],extract_committed:[146,3,1,""],extract_latest_attempted:[146,3,1,""],update_physical:[146,3,1,""]},"apache_beam.runners.direct.direct_metrics.DirectMetrics":{commit_logical:[146,3,1,""],commit_physical:[146,3,1,""],query:[146,3,1,""],update_physical:[146,3,1,""]},"apache_beam.runners.direct.direct_runner":{BundleBasedDirectRunner:[147,1,1,""],DirectRunner:[147,7,1,""],SwitchingDirectRunner:[147,1,1,""]},"apache_beam.runners.direct.direct_runner.BundleBasedDirectRunner":{is_fnapi_compatible:[147,2,1,""],run_pipeline:[147,3,1,""]},"apache_beam.runners.direct.direct_runner.SwitchingDirectRunner":{is_fnapi_compatible:[147,3,1,""],run_pipeline:[147,3,1,""]},"apache_beam.runners.direct.direct_userstate":{BagRuntimeState:[148,1,1,""],CombiningValueRuntimeState:[148,1,1,""],DirectRuntimeState:[148,1,1,""],DirectUserStateContext:[148,1,1,""],ReadModifyWriteRuntimeState:[148,1,1,""],SetRuntimeState:[148,1,1,""]},"apache_beam.runners.direct.direct_userstate.BagRuntimeState":{add:[148,3,1,""],clear:[148,3,1,""],read:[148,3,1,""]},"apache_beam.runners.direct.direct_userstate.CombiningValueRuntimeState":{add:[148,3,1,""],clear:[148,3,1,""],read:[148,3,1,""]},"apache_beam.runners.direct.direct_userstate.DirectRuntimeState":{for_spec:[148,2,1,""]},"apache_beam.runners.direct.direct_userstate.DirectUserStateContext":{commit:[148,3,1,""],get_state:[148,3,1,""],get_timer:[148,3,1,""]},"apache_beam.runners.direct.direct_userstate.ReadModifyWriteRuntimeState":{clear:[148,3,1,""],is_cleared:[148,3,1,""],is_modified:[148,3,1,""],read:[148,3,1,""],write:[148,3,1,""]},"apache_beam.runners.direct.direct_userstate.SetRuntimeState":{add:[148,3,1,""],clear:[148,3,1,""],is_modified:[148,3,1,""],read:[148,3,1,""]},"apache_beam.runners.direct.evaluation_context":{DirectStepContext:[149,1,1,""],DirectUnmergedState:[149,1,1,""],EvaluationContext:[149,1,1,""]},"apache_beam.runners.direct.evaluation_context.DirectStepContext":{get_keyed_state:[149,3,1,""]},"apache_beam.runners.direct.evaluation_context.EvaluationContext":{create_bundle:[149,3,1,""],create_empty_committed_bundle:[149,3,1,""],extract_all_timers:[149,3,1,""],get_aggregator_values:[149,3,1,""],get_execution_context:[149,3,1,""],get_value_or_block_until_ready:[149,3,1,""],handle_result:[149,3,1,""],is_done:[149,3,1,""],is_root_transform:[149,3,1,""],metrics:[149,3,1,""],schedule_pending_unblocked_tasks:[149,3,1,""],shutdown:[149,3,1,""]},"apache_beam.runners.direct.executor":{Executor:[150,1,1,""],TransformExecutor:[150,1,1,""]},"apache_beam.runners.direct.executor.Executor":{await_completion:[150,3,1,""],shutdown:[150,3,1,""],start:[150,3,1,""]},"apache_beam.runners.direct.executor.TransformExecutor":{attempt_call:[150,3,1,""],call:[150,3,1,""]},"apache_beam.runners.direct.helper_transforms":{FinishCombine:[151,1,1,""],LiftedCombinePerKey:[151,1,1,""],PartialGroupByKeyCombiningValues:[151,1,1,""]},"apache_beam.runners.direct.helper_transforms.FinishCombine":{default_type_hints:[151,3,1,""],process:[151,3,1,""]},"apache_beam.runners.direct.helper_transforms.LiftedCombinePerKey":{expand:[151,3,1,""]},"apache_beam.runners.direct.helper_transforms.PartialGroupByKeyCombiningValues":{default_type_hints:[151,3,1,""],finish_bundle:[151,3,1,""],process:[151,3,1,""],start_bundle:[151,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner":{ElementAndRestriction:[152,1,1,""],ExplodeWindowsFn:[152,1,1,""],PairWithRestrictionFn:[152,1,1,""],ProcessElements:[152,1,1,""],ProcessFn:[152,1,1,""],ProcessKeyedElements:[152,1,1,""],ProcessKeyedElementsViaKeyedWorkItems:[152,1,1,""],ProcessKeyedElementsViaKeyedWorkItemsOverride:[152,1,1,""],RandomUniqueKeyFn:[152,1,1,""],SDFProcessElementInvoker:[152,1,1,""],SplitRestrictionFn:[152,1,1,""],SplittableParDo:[152,1,1,""],SplittableParDoOverride:[152,1,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ExplodeWindowsFn":{process:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.PairWithRestrictionFn":{process:[152,3,1,""],start_bundle:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ProcessElements":{expand:[152,3,1,""],new_process_fn:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ProcessFn":{process:[152,3,1,""],set_process_element_invoker:[152,3,1,""],step_context:[152,7,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ProcessKeyedElements":{expand:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ProcessKeyedElementsViaKeyedWorkItems":{expand:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.ProcessKeyedElementsViaKeyedWorkItemsOverride":{get_replacement_transform:[152,3,1,""],matches:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.RandomUniqueKeyFn":{process:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.SDFProcessElementInvoker":{Result:[152,1,1,""],invoke_process_element:[152,3,1,""],test_method:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.SplitRestrictionFn":{process:[152,3,1,""],start_bundle:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.SplittableParDo":{expand:[152,3,1,""]},"apache_beam.runners.direct.sdf_direct_runner.SplittableParDoOverride":{get_replacement_transform:[152,3,1,""],matches:[152,3,1,""]},"apache_beam.runners.direct.test_direct_runner":{TestDirectRunner:[153,1,1,""]},"apache_beam.runners.direct.test_direct_runner.TestDirectRunner":{run_pipeline:[153,3,1,""]},"apache_beam.runners.direct.transform_evaluator":{DefaultRootBundleProvider:[155,1,1,""],RootBundleProvider:[155,1,1,""],TransformEvaluatorRegistry:[155,1,1,""]},"apache_beam.runners.direct.transform_evaluator.DefaultRootBundleProvider":{get_root_bundles:[155,3,1,""]},"apache_beam.runners.direct.transform_evaluator.RootBundleProvider":{get_root_bundles:[155,3,1,""]},"apache_beam.runners.direct.transform_evaluator.TransformEvaluatorRegistry":{get_evaluator:[155,3,1,""],get_root_bundle_provider:[155,3,1,""],should_execute_serially:[155,3,1,""]},"apache_beam.runners.direct.util":{KeyedWorkItem:[156,1,1,""],TimerFiring:[156,1,1,""],TransformResult:[156,1,1,""]},"apache_beam.runners.direct.watermark_manager":{WatermarkManager:[157,1,1,""]},"apache_beam.runners.direct.watermark_manager.WatermarkManager":{WATERMARK_NEG_INF:[157,7,1,""],WATERMARK_POS_INF:[157,7,1,""],extract_all_timers:[157,3,1,""],get_watermarks:[157,3,1,""],update_watermarks:[157,3,1,""]},"apache_beam.runners.interactive":{background_caching_job:[159,0,0,"-"],cache_manager:[160,0,0,"-"],caching:[161,0,0,"-"],display:[163,0,0,"-"],interactive_beam:[169,0,0,"-"],interactive_environment:[170,0,0,"-"],interactive_runner:[171,0,0,"-"],messaging:[172,0,0,"-"],options:[174,0,0,"-"],pipeline_analyzer:[178,0,0,"-"],pipeline_fragment:[179,0,0,"-"],pipeline_instrument:[180,0,0,"-"],testing:[181,0,0,"-"],utils:[188,0,0,"-"]},"apache_beam.runners.interactive.background_caching_job":{BackgroundCachingJob:[159,1,1,""],attempt_to_cancel_background_caching_job:[159,5,1,""],attempt_to_run_background_caching_job:[159,5,1,""],attempt_to_stop_test_stream_service:[159,5,1,""],extract_source_to_cache_signature:[159,5,1,""],has_source_to_cache:[159,5,1,""],is_a_test_stream_service_running:[159,5,1,""],is_background_caching_job_needed:[159,5,1,""],is_cache_complete:[159,5,1,""],is_source_to_cache_changed:[159,5,1,""]},"apache_beam.runners.interactive.background_caching_job.BackgroundCachingJob":{cancel:[159,3,1,""],is_done:[159,3,1,""],is_running:[159,3,1,""]},"apache_beam.runners.interactive.cache_manager":{CacheManager:[160,1,1,""],FileBasedCacheManager:[160,1,1,""],ReadCache:[160,1,1,""],SafeFastPrimitivesCoder:[160,1,1,""],WriteCache:[160,1,1,""]},"apache_beam.runners.interactive.cache_manager.CacheManager":{cleanup:[160,3,1,""],clear:[160,3,1,""],exists:[160,3,1,""],is_latest_version:[160,3,1,""],load_pcoder:[160,3,1,""],read:[160,3,1,""],save_pcoder:[160,3,1,""],sink:[160,3,1,""],source:[160,3,1,""],write:[160,3,1,""]},"apache_beam.runners.interactive.cache_manager.FileBasedCacheManager":{cleanup:[160,3,1,""],clear:[160,3,1,""],exists:[160,3,1,""],load_pcoder:[160,3,1,""],read:[160,3,1,""],save_pcoder:[160,3,1,""],sink:[160,3,1,""],source:[160,3,1,""],write:[160,3,1,""]},"apache_beam.runners.interactive.cache_manager.ReadCache":{expand:[160,3,1,""]},"apache_beam.runners.interactive.cache_manager.SafeFastPrimitivesCoder":{decode:[160,3,1,""],encode:[160,3,1,""]},"apache_beam.runners.interactive.cache_manager.WriteCache":{expand:[160,3,1,""]},"apache_beam.runners.interactive.caching":{streaming_cache:[162,0,0,"-"]},"apache_beam.runners.interactive.caching.streaming_cache":{StreamingCache:[162,1,1,""],StreamingCacheSink:[162,1,1,""],StreamingCacheSource:[162,1,1,""]},"apache_beam.runners.interactive.caching.streaming_cache.StreamingCache":{Reader:[162,1,1,""],capture_paths:[162,7,1,""],capture_size:[162,7,1,""],cleanup:[162,3,1,""],clear:[162,3,1,""],exists:[162,3,1,""],load_pcoder:[162,3,1,""],read:[162,3,1,""],read_multiple:[162,3,1,""],save_pcoder:[162,3,1,""],sink:[162,3,1,""],source:[162,3,1,""],write:[162,3,1,""]},"apache_beam.runners.interactive.caching.streaming_cache.StreamingCache.Reader":{read:[162,3,1,""]},"apache_beam.runners.interactive.caching.streaming_cache.StreamingCacheSink":{expand:[162,3,1,""],path:[162,7,1,""],size_in_bytes:[162,7,1,""]},"apache_beam.runners.interactive.caching.streaming_cache.StreamingCacheSource":{read:[162,3,1,""]},"apache_beam.runners.interactive.display":{display_manager:[164,0,0,"-"],interactive_pipeline_graph:[165,0,0,"-"],pcoll_visualization:[166,0,0,"-"],pipeline_graph:[167,0,0,"-"],pipeline_graph_renderer:[168,0,0,"-"]},"apache_beam.runners.interactive.display.display_manager":{DisplayManager:[164,1,1,""]},"apache_beam.runners.interactive.display.display_manager.DisplayManager":{start_periodic_update:[164,3,1,""],stop_periodic_update:[164,3,1,""],update_display:[164,3,1,""]},"apache_beam.runners.interactive.display.interactive_pipeline_graph":{InteractivePipelineGraph:[165,1,1,""],format_sample:[165,5,1,""],nice_str:[165,5,1,""]},"apache_beam.runners.interactive.display.interactive_pipeline_graph.InteractivePipelineGraph":{update_pcollection_stats:[165,3,1,""]},"apache_beam.runners.interactive.display.pcoll_visualization":{PCollectionVisualization:[166,1,1,""],event_time_formatter:[166,5,1,""],format_window_info_in_dataframe:[166,5,1,""],pane_info_formatter:[166,5,1,""],visualize:[166,5,1,""],windows_formatter:[166,5,1,""]},"apache_beam.runners.interactive.display.pcoll_visualization.PCollectionVisualization":{display:[166,3,1,""],display_plain_text:[166,3,1,""]},"apache_beam.runners.interactive.display.pipeline_graph":{PipelineGraph:[167,1,1,""]},"apache_beam.runners.interactive.display.pipeline_graph.PipelineGraph":{display_graph:[167,3,1,""],get_dot:[167,3,1,""]},"apache_beam.runners.interactive.display.pipeline_graph_renderer":{MuteRenderer:[168,1,1,""],PipelineGraphRenderer:[168,1,1,""],PydotRenderer:[168,1,1,""],TextRenderer:[168,1,1,""],get_renderer:[168,5,1,""]},"apache_beam.runners.interactive.display.pipeline_graph_renderer.MuteRenderer":{option:[168,4,1,""],render_pipeline_graph:[168,3,1,""]},"apache_beam.runners.interactive.display.pipeline_graph_renderer.PipelineGraphRenderer":{option:[168,4,1,""],render_pipeline_graph:[168,3,1,""]},"apache_beam.runners.interactive.display.pipeline_graph_renderer.PydotRenderer":{option:[168,4,1,""],render_pipeline_graph:[168,3,1,""]},"apache_beam.runners.interactive.display.pipeline_graph_renderer.TextRenderer":{option:[168,4,1,""],render_pipeline_graph:[168,3,1,""]},"apache_beam.runners.interactive.interactive_beam":{Options:[169,1,1,""],collect:[169,5,1,""],evict_captured_data:[169,5,1,""],watch:[169,5,1,""]},"apache_beam.runners.interactive.interactive_beam.Options":{capturable_sources:[169,7,1,""],capture_duration:[169,7,1,""],capture_size_limit:[169,7,1,""],display_timestamp_format:[169,7,1,""],display_timezone:[169,7,1,""],enable_capture_replay:[169,7,1,""]},"apache_beam.runners.interactive.interactive_environment":{InteractiveEnvironment:[170,1,1,""],current_env:[170,5,1,""],new_env:[170,5,1,""]},"apache_beam.runners.interactive.interactive_environment.InteractiveEnvironment":{cleanup:[170,3,1,""],computed_pcollections:[170,7,1,""],evict_background_caching_job:[170,3,1,""],evict_cache_manager:[170,3,1,""],evict_cached_source_signature:[170,3,1,""],evict_computed_pcollections:[170,3,1,""],evict_pipeline_result:[170,3,1,""],evict_test_stream_service_controller:[170,3,1,""],get_background_caching_job:[170,3,1,""],get_cache_manager:[170,3,1,""],get_cached_source_signature:[170,3,1,""],get_test_stream_service_controller:[170,3,1,""],import_html_to_head:[170,3,1,""],inspector:[170,7,1,""],is_in_ipython:[170,7,1,""],is_in_notebook:[170,7,1,""],is_interactive_ready:[170,7,1,""],is_py_version_ready:[170,7,1,""],is_terminated:[170,3,1,""],load_jquery_with_datatable:[170,3,1,""],mark_pcollection_computed:[170,3,1,""],options:[170,7,1,""],pipeline_id_to_pipeline:[170,3,1,""],pipeline_result:[170,3,1,""],set_background_caching_job:[170,3,1,""],set_cache_manager:[170,3,1,""],set_cached_source_signature:[170,3,1,""],set_pipeline_result:[170,3,1,""],set_test_stream_service_controller:[170,3,1,""],track_user_pipelines:[170,3,1,""],tracked_user_pipelines:[170,7,1,""],watch:[170,3,1,""],watching:[170,3,1,""]},"apache_beam.runners.interactive.interactive_runner":{InteractiveRunner:[171,1,1,""],PipelineResult:[171,1,1,""]},"apache_beam.runners.interactive.interactive_runner.InteractiveRunner":{apply:[171,3,1,""],end_session:[171,3,1,""],is_fnapi_compatible:[171,3,1,""],run_pipeline:[171,3,1,""],set_render_option:[171,3,1,""],start_session:[171,3,1,""]},"apache_beam.runners.interactive.interactive_runner.PipelineResult":{cancel:[171,3,1,""],get:[171,3,1,""],read:[171,3,1,""],state:[171,7,1,""],wait_until_finish:[171,3,1,""]},"apache_beam.runners.interactive.messaging":{interactive_environment_inspector:[173,0,0,"-"]},"apache_beam.runners.interactive.messaging.interactive_environment_inspector":{InteractiveEnvironmentInspector:[173,1,1,""],inspect:[173,5,1,""],inspect_pipelines:[173,5,1,""],meta:[173,5,1,""],synthesize_pipeline_name:[173,5,1,""]},"apache_beam.runners.interactive.messaging.interactive_environment_inspector.InteractiveEnvironmentInspector":{get_pcoll_data:[173,3,1,""],get_val:[173,3,1,""],inspectable_pipelines:[173,7,1,""],inspectables:[173,7,1,""],list_inspectables:[173,3,1,""]},"apache_beam.runners.interactive.options":{capture_control:[175,0,0,"-"],capture_limiters:[176,0,0,"-"],interactive_options:[177,0,0,"-"]},"apache_beam.runners.interactive.options.capture_control":{CaptureControl:[175,1,1,""],evict_captured_data:[175,5,1,""]},"apache_beam.runners.interactive.options.capture_control.CaptureControl":{limiters:[175,3,1,""],set_limiters_for_test:[175,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters":{CountLimiter:[176,1,1,""],DurationLimiter:[176,1,1,""],ElementLimiter:[176,1,1,""],Limiter:[176,1,1,""],ProcessingTimeLimiter:[176,1,1,""],SizeLimiter:[176,1,1,""]},"apache_beam.runners.interactive.options.capture_limiters.CountLimiter":{is_triggered:[176,3,1,""],update:[176,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters.DurationLimiter":{is_triggered:[176,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters.ElementLimiter":{update:[176,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters.Limiter":{is_triggered:[176,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters.ProcessingTimeLimiter":{is_triggered:[176,3,1,""],update:[176,3,1,""]},"apache_beam.runners.interactive.options.capture_limiters.SizeLimiter":{is_triggered:[176,3,1,""]},"apache_beam.runners.interactive.options.interactive_options":{InteractiveOptions:[177,1,1,""]},"apache_beam.runners.interactive.options.interactive_options.InteractiveOptions":{capture_control:[177,7,1,""]},"apache_beam.runners.interactive.pipeline_analyzer":{PipelineAnalyzer:[178,1,1,""],PipelineInfo:[178,1,1,""],set_proto_map:[178,5,1,""]},"apache_beam.runners.interactive.pipeline_analyzer.PipelineAnalyzer":{caches_used:[178,3,1,""],pipeline_info:[178,3,1,""],pipeline_proto_to_execute:[178,3,1,""],read_cache_ids:[178,3,1,""],tl_referenced_pcoll_ids:[178,3,1,""],tl_required_trans_ids:[178,3,1,""],write_cache_ids:[178,3,1,""]},"apache_beam.runners.interactive.pipeline_analyzer.PipelineInfo":{Derivation:[178,1,1,""],all_pcollections:[178,3,1,""],cache_label:[178,3,1,""],leaf_pcollections:[178,3,1,""],producer:[178,3,1,""]},"apache_beam.runners.interactive.pipeline_analyzer.PipelineInfo.Derivation":{cache_label:[178,3,1,""],json:[178,3,1,""]},"apache_beam.runners.interactive.pipeline_fragment":{PipelineFragment:[179,1,1,""]},"apache_beam.runners.interactive.pipeline_fragment.PipelineFragment":{deduce_fragment:[179,3,1,""],run:[179,3,1,""]},"apache_beam.runners.interactive.pipeline_instrument":{CacheKey:[180,1,1,""],Cacheable:[180,1,1,""],PipelineInstrument:[180,1,1,""],build_pipeline_instrument:[180,5,1,""],cacheable_key:[180,5,1,""],cacheables:[180,5,1,""],has_unbounded_sources:[180,5,1,""],pcolls_to_pcoll_id:[180,5,1,""],unbounded_sources:[180,5,1,""],user_pipeline:[180,5,1,""],watch_sources:[180,5,1,""]},"apache_beam.runners.interactive.pipeline_instrument.CacheKey":{from_str:[180,2,1,""]},"apache_beam.runners.interactive.pipeline_instrument.PipelineInstrument":{background_caching_pipeline_proto:[180,3,1,""],cache_key:[180,3,1,""],cacheable_var_by_pcoll_id:[180,3,1,""],cacheables:[180,7,1,""],has_unbounded_sources:[180,7,1,""],instrument:[180,3,1,""],instrumented_pipeline_proto:[180,3,1,""],original_pipeline:[180,7,1,""],original_pipeline_proto:[180,7,1,""],pcolls_to_pcoll_id:[180,7,1,""],preprocess:[180,3,1,""],prune_subgraph_for:[180,3,1,""],runner_pcoll_to_user_pcoll:[180,7,1,""],user_pipeline:[180,7,1,""]},"apache_beam.runners.interactive.testing":{integration:[182,0,0,"-"],mock_ipython:[185,0,0,"-"],pipeline_assertion:[186,0,0,"-"],test_cache_manager:[187,0,0,"-"]},"apache_beam.runners.interactive.testing.integration":{notebook_executor:[183,0,0,"-"],screen_diff:[184,0,0,"-"]},"apache_beam.runners.interactive.testing.integration.notebook_executor":{NotebookExecutor:[183,1,1,""]},"apache_beam.runners.interactive.testing.integration.notebook_executor.NotebookExecutor":{cleanup:[183,3,1,""],execute:[183,3,1,""],notebook_path_to_execution_id:[183,7,1,""],output_html_dir:[183,7,1,""],output_html_paths:[183,7,1,""]},"apache_beam.runners.interactive.testing.integration.screen_diff":{BaseTestCase:[184,1,1,""],ScreenDiffIntegrationTestEnvironment:[184,1,1,""],should_skip:[184,5,1,""]},"apache_beam.runners.interactive.testing.integration.screen_diff.BaseTestCase":{pytestmark:[184,7,1,""]},"apache_beam.runners.interactive.testing.integration.screen_diff.ScreenDiffIntegrationTestEnvironment":{base_url:[184,7,1,""],notebook_path_to_test_id:[184,7,1,""],test_urls:[184,7,1,""]},"apache_beam.runners.interactive.testing.mock_ipython":{mock_get_ipython:[185,5,1,""]},"apache_beam.runners.interactive.testing.pipeline_assertion":{assert_pipeline_equal:[186,5,1,""],assert_pipeline_proto_contain_top_level_transform:[186,5,1,""],assert_pipeline_proto_equal:[186,5,1,""],assert_pipeline_proto_not_contain_top_level_transform:[186,5,1,""]},"apache_beam.runners.interactive.testing.test_cache_manager":{FileRecordsBuilder:[187,1,1,""],InMemoryCache:[187,1,1,""],NoopSink:[187,1,1,""]},"apache_beam.runners.interactive.testing.test_cache_manager.FileRecordsBuilder":{add_element:[187,3,1,""],advance_processing_time:[187,3,1,""],advance_watermark:[187,3,1,""],build:[187,3,1,""]},"apache_beam.runners.interactive.testing.test_cache_manager.InMemoryCache":{cleanup:[187,3,1,""],exists:[187,3,1,""],load_pcoder:[187,3,1,""],read:[187,3,1,""],save_pcoder:[187,3,1,""],sink:[187,3,1,""],source:[187,3,1,""],write:[187,3,1,""]},"apache_beam.runners.interactive.testing.test_cache_manager.NoopSink":{expand:[187,3,1,""]},"apache_beam.runners.interactive.utils":{IPythonLogHandler:[188,1,1,""],ProgressIndicator:[188,1,1,""],as_json:[188,5,1,""],elements_to_df:[188,5,1,""],obfuscate:[188,5,1,""],progress_indicated:[188,5,1,""],register_ipython_log_handler:[188,5,1,""],to_element_list:[188,5,1,""]},"apache_beam.runners.interactive.utils.IPythonLogHandler":{emit:[188,3,1,""],log_template:[188,7,1,""],logging_to_alert_level_map:[188,7,1,""]},"apache_beam.runners.interactive.utils.ProgressIndicator":{spinner_removal_template:[188,7,1,""],spinner_template:[188,7,1,""]},"apache_beam.runners.internal":{names:[190,0,0,"-"]},"apache_beam.runners.job":{manager:[192,0,0,"-"],utils:[193,0,0,"-"]},"apache_beam.runners.job.manager":{DockerRPCManager:[192,1,1,""]},"apache_beam.runners.job.utils":{dict_to_struct:[193,5,1,""],struct_to_dict:[193,5,1,""]},"apache_beam.runners.pipeline_context":{PipelineContext:[194,1,1,""]},"apache_beam.runners.pipeline_context.PipelineContext":{add_requirement:[194,3,1,""],coder_id_from_element_type:[194,3,1,""],default_environment_id:[194,3,1,""],element_type_from_coder_id:[194,3,1,""],from_runner_api:[194,2,1,""],requirements:[194,3,1,""],to_runner_api:[194,3,1,""]},"apache_beam.runners.runner":{PipelineResult:[195,1,1,""],PipelineRunner:[195,1,1,""],PipelineState:[195,1,1,""]},"apache_beam.runners.runner.PipelineResult":{aggregated_values:[195,3,1,""],cancel:[195,3,1,""],metrics:[195,3,1,""],state:[195,7,1,""],wait_until_finish:[195,3,1,""]},"apache_beam.runners.runner.PipelineRunner":{apply:[195,3,1,""],apply_PTransform:[195,3,1,""],is_fnapi_compatible:[195,3,1,""],run:[195,3,1,""],run_async:[195,3,1,""],run_pipeline:[195,3,1,""],run_transform:[195,3,1,""],visit_transforms:[195,3,1,""]},"apache_beam.runners.runner.PipelineState":{CANCELLED:[195,7,1,""],CANCELLING:[195,7,1,""],DONE:[195,7,1,""],DRAINED:[195,7,1,""],DRAINING:[195,7,1,""],FAILED:[195,7,1,""],PENDING:[195,7,1,""],RUNNING:[195,7,1,""],STARTING:[195,7,1,""],STOPPED:[195,7,1,""],UNKNOWN:[195,7,1,""],UNRECOGNIZED:[195,7,1,""],UPDATED:[195,7,1,""],is_terminal:[195,4,1,""]},"apache_beam.runners.sdf_utils":{NoOpWatermarkEstimatorProvider:[196,1,1,""],RestrictionTrackerView:[196,1,1,""],SplitResultPrimary:[196,1,1,""],SplitResultResidual:[196,1,1,""],ThreadsafeRestrictionTracker:[196,1,1,""],ThreadsafeWatermarkEstimator:[196,1,1,""]},"apache_beam.runners.sdf_utils.NoOpWatermarkEstimatorProvider":{create_watermark_estimator:[196,3,1,""],initial_estimator_state:[196,3,1,""]},"apache_beam.runners.sdf_utils.RestrictionTrackerView":{current_restriction:[196,3,1,""],defer_remainder:[196,3,1,""],is_bounded:[196,3,1,""],try_claim:[196,3,1,""]},"apache_beam.runners.sdf_utils.SplitResultPrimary":{primary_value:[196,7,1,""]},"apache_beam.runners.sdf_utils.SplitResultResidual":{current_watermark:[196,7,1,""],deferred_timestamp:[196,7,1,""],residual_value:[196,7,1,""]},"apache_beam.runners.sdf_utils.ThreadsafeRestrictionTracker":{check_done:[196,3,1,""],current_progress:[196,3,1,""],current_restriction:[196,3,1,""],defer_remainder:[196,3,1,""],deferred_status:[196,3,1,""],is_bounded:[196,3,1,""],try_claim:[196,3,1,""],try_split:[196,3,1,""]},"apache_beam.runners.sdf_utils.ThreadsafeWatermarkEstimator":{current_watermark:[196,3,1,""],get_estimator_state:[196,3,1,""],observe_timestamp:[196,3,1,""]},"apache_beam.testing":{benchmarks:[198,0,0,"-"],datatype_inference:[208,0,0,"-"],extra_assertions:[209,0,0,"-"],load_tests:[210,0,0,"-"],metric_result_matchers:[214,0,0,"-"],pipeline_verifiers:[215,0,0,"-"],synthetic_pipeline:[216,0,0,"-"],test_pipeline:[217,0,0,"-"],test_stream:[218,0,0,"-"],test_stream_service:[219,0,0,"-"],test_utils:[220,0,0,"-"],util:[221,0,0,"-"]},"apache_beam.testing.benchmarks":{nexmark:[199,0,0,"-"]},"apache_beam.testing.benchmarks.nexmark":{models:[200,0,0,"-"],nexmark_launcher:[202,0,0,"-"],nexmark_util:[203,0,0,"-"],queries:[204,0,0,"-"]},"apache_beam.testing.benchmarks.nexmark.models":{nexmark_model:[201,0,0,"-"]},"apache_beam.testing.benchmarks.nexmark.models.nexmark_model":{Auction:[201,1,1,""],Bid:[201,1,1,""],Person:[201,1,1,""]},"apache_beam.testing.benchmarks.nexmark.nexmark_launcher":{NexmarkLauncher:[202,1,1,""]},"apache_beam.testing.benchmarks.nexmark.nexmark_launcher.NexmarkLauncher":{cleanup:[202,3,1,""],generate_events:[202,3,1,""],parse_args:[202,3,1,""],run:[202,3,1,""],run_query:[202,3,1,""]},"apache_beam.testing.benchmarks.nexmark.nexmark_util":{Command:[203,1,1,""],ParseEventFn:[203,1,1,""],display:[203,5,1,""]},"apache_beam.testing.benchmarks.nexmark.nexmark_util.Command":{run:[203,3,1,""]},"apache_beam.testing.benchmarks.nexmark.nexmark_util.ParseEventFn":{process:[203,3,1,""]},"apache_beam.testing.benchmarks.nexmark.queries":{query0:[205,0,0,"-"],query1:[206,0,0,"-"],query2:[207,0,0,"-"]},"apache_beam.testing.benchmarks.nexmark.queries.query0":{load:[205,5,1,""]},"apache_beam.testing.benchmarks.nexmark.queries.query1":{load:[206,5,1,""]},"apache_beam.testing.benchmarks.nexmark.queries.query2":{load:[207,5,1,""]},"apache_beam.testing.datatype_inference":{infer_avro_schema:[208,5,1,""],infer_element_type:[208,5,1,""],infer_pyarrow_schema:[208,5,1,""],infer_typehints_schema:[208,5,1,""]},"apache_beam.testing.extra_assertions":{ExtraAssertionsMixin:[209,1,1,""]},"apache_beam.testing.extra_assertions.ExtraAssertionsMixin":{assertUnhashableCountEqual:[209,3,1,""]},"apache_beam.testing.load_tests":{load_test_metrics_utils:[211,0,0,"-"],streaming:[212,0,0,"-"]},"apache_beam.testing.load_tests.load_test_metrics_utils":{AssignTimestamps:[211,1,1,""],BigQueryClient:[211,1,1,""],BigQueryMetricsPublisher:[211,1,1,""],ConsoleMetricsPublisher:[211,1,1,""],CountMessages:[211,1,1,""],CounterMetric:[211,1,1,""],DistributionMetric:[211,1,1,""],InfluxDBMetricsPublisher:[211,1,1,""],InfluxDBMetricsPublisherOptions:[211,1,1,""],MeasureBytes:[211,1,1,""],MeasureLatency:[211,1,1,""],MeasureTime:[211,1,1,""],Metric:[211,1,1,""],MetricsReader:[211,1,1,""],RuntimeMetric:[211,1,1,""],get_all_distributions_by_type:[211,5,1,""],get_distribution_dict:[211,5,1,""],get_generic_distributions:[211,5,1,""],parse_step:[211,5,1,""],split_metrics_by_namespace_and_name:[211,5,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.AssignTimestamps":{process:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.BigQueryClient":{save:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.BigQueryMetricsPublisher":{publish:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.ConsoleMetricsPublisher":{publish:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.CountMessages":{LABEL:[211,7,1,""],process:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.InfluxDBMetricsPublisher":{publish:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.InfluxDBMetricsPublisherOptions":{http_auth_enabled:[211,3,1,""],validate:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.MeasureBytes":{LABEL:[211,7,1,""],process:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.MeasureLatency":{LABEL:[211,7,1,""],process:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.MeasureTime":{finish_bundle:[211,3,1,""],process:[211,3,1,""],start_bundle:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.Metric":{as_dict:[211,3,1,""]},"apache_beam.testing.load_tests.load_test_metrics_utils.MetricsReader":{publish_metrics:[211,3,1,""],publish_values:[211,3,1,""],publishers:[211,7,1,""]},"apache_beam.testing.load_tests.streaming":{group_by_key_streaming_pipeline:[213,0,0,"-"]},"apache_beam.testing.load_tests.streaming.group_by_key_streaming_pipeline":{run:[213,5,1,""]},"apache_beam.testing.metric_result_matchers":{DistributionMatcher:[214,1,1,""],MetricResultMatcher:[214,1,1,""],verify_all:[214,5,1,""]},"apache_beam.testing.metric_result_matchers.DistributionMatcher":{describe_mismatch:[214,3,1,""],describe_to:[214,3,1,""]},"apache_beam.testing.metric_result_matchers.MetricResultMatcher":{describe_mismatch:[214,3,1,""],describe_to:[214,3,1,""]},"apache_beam.testing.pipeline_verifiers":{FileChecksumMatcher:[215,1,1,""],PipelineStateMatcher:[215,1,1,""],retry_on_io_error_and_server_error:[215,5,1,""]},"apache_beam.testing.pipeline_verifiers.FileChecksumMatcher":{describe_mismatch:[215,3,1,""],describe_to:[215,3,1,""]},"apache_beam.testing.pipeline_verifiers.PipelineStateMatcher":{describe_mismatch:[215,3,1,""],describe_to:[215,3,1,""]},"apache_beam.testing.synthetic_pipeline":{Generator:[216,7,1,""],NonLiquidShardingOffsetRangeTracker:[216,1,1,""],ShuffleBarrier:[216,1,1,""],SideInputBarrier:[216,1,1,""],SyntheticSDFAsSource:[216,1,1,""],SyntheticSDFSourceRestrictionProvider:[216,1,1,""],SyntheticSDFStepRestrictionProvider:[216,1,1,""],SyntheticSource:[216,1,1,""],SyntheticStep:[216,1,1,""],div_round_up:[216,5,1,""],expand_using_gbk:[216,5,1,""],expand_using_second_output:[216,5,1,""],get_synthetic_sdf_step:[216,5,1,""],initial_splitting_zipf:[216,5,1,""],merge_using_gbk:[216,5,1,""],merge_using_side_input:[216,5,1,""],parse_args:[216,5,1,""],parse_byte_size:[216,5,1,""],rotate_key:[216,5,1,""],run:[216,5,1,""]},"apache_beam.testing.synthetic_pipeline.NonLiquidShardingOffsetRangeTracker":{checkpoint:[216,3,1,""],try_split:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.ShuffleBarrier":{expand:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SideInputBarrier":{expand:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SyntheticSDFAsSource":{process:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SyntheticSDFSourceRestrictionProvider":{create_tracker:[216,3,1,""],initial_restriction:[216,3,1,""],restriction_size:[216,3,1,""],split:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SyntheticSDFStepRestrictionProvider":{create_tracker:[216,3,1,""],initial_restriction:[216,3,1,""],restriction_size:[216,3,1,""],split:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SyntheticSource":{default_output_coder:[216,3,1,""],element_size:[216,7,1,""],estimate_size:[216,3,1,""],get_range_tracker:[216,3,1,""],read:[216,3,1,""],split:[216,3,1,""]},"apache_beam.testing.synthetic_pipeline.SyntheticStep":{finish_bundle:[216,3,1,""],process:[216,3,1,""],start_bundle:[216,3,1,""]},"apache_beam.testing.test_pipeline":{TestPipeline:[217,1,1,""]},"apache_beam.testing.test_pipeline.TestPipeline":{get_full_options_as_args:[217,3,1,""],get_option:[217,3,1,""],get_pipeline_options:[217,3,1,""],run:[217,3,1,""]},"apache_beam.testing.test_stream":{ElementEvent:[218,1,1,""],Event:[218,1,1,""],ProcessingTimeEvent:[218,1,1,""],TestStream:[218,1,1,""],WatermarkEvent:[218,1,1,""]},"apache_beam.testing.test_stream.ElementEvent":{to_runner_api:[218,3,1,""]},"apache_beam.testing.test_stream.Event":{from_runner_api:[218,2,1,""],to_runner_api:[218,3,1,""]},"apache_beam.testing.test_stream.ProcessingTimeEvent":{to_runner_api:[218,3,1,""]},"apache_beam.testing.test_stream.TestStream":{add_elements:[218,3,1,""],advance_processing_time:[218,3,1,""],advance_watermark_to:[218,3,1,""],advance_watermark_to_infinity:[218,3,1,""],expand:[218,3,1,""],from_runner_api_parameter:[218,2,1,""],get_windowing:[218,3,1,""],to_runner_api_parameter:[218,3,1,""]},"apache_beam.testing.test_stream.WatermarkEvent":{to_runner_api:[218,3,1,""]},"apache_beam.testing.test_stream_service":{TestStreamServiceController:[219,1,1,""]},"apache_beam.testing.test_stream_service.TestStreamServiceController":{Events:[219,3,1,""],start:[219,3,1,""],stop:[219,3,1,""]},"apache_beam.testing.test_utils":{PullResponseMessage:[220,1,1,""],TempDir:[220,1,1,""],cleanup_subscriptions:[220,5,1,""],cleanup_topics:[220,5,1,""],compute_hash:[220,5,1,""],create_pull_response:[220,5,1,""],delete_files:[220,5,1,""],patch_retry:[220,5,1,""]},"apache_beam.testing.test_utils.TempDir":{create_temp_file:[220,3,1,""],get_path:[220,3,1,""]},"apache_beam.testing.util":{TestWindowedValue:[221,1,1,""],assert_that:[221,5,1,""],equal_to:[221,5,1,""],equal_to_per_window:[221,5,1,""],is_empty:[221,5,1,""],is_not_empty:[221,5,1,""],matches_all:[221,5,1,""],open_shards:[221,5,1,""]},"apache_beam.testing.util.TestWindowedValue":{timestamp:[221,7,1,""],value:[221,7,1,""],windows:[221,7,1,""]},"apache_beam.tools":{coders_microbenchmark:[223,0,0,"-"],distribution_counter_microbenchmark:[224,0,0,"-"],fn_api_runner_microbenchmark:[225,0,0,"-"],sideinput_microbenchmark:[226,0,0,"-"],utils:[227,0,0,"-"]},"apache_beam.tools.coders_microbenchmark":{coder_benchmark_factory:[223,5,1,""],dict_int_int:[223,5,1,""],globally_windowed_value:[223,5,1,""],large_dict:[223,5,1,""],large_int:[223,5,1,""],large_iterable:[223,5,1,""],large_list:[223,5,1,""],large_message_with_map:[223,5,1,""],large_string:[223,5,1,""],large_tuple:[223,5,1,""],list_int:[223,5,1,""],random_message_with_map:[223,5,1,""],random_string:[223,5,1,""],random_windowed_value:[223,5,1,""],run_coder_benchmarks:[223,5,1,""],small_dict:[223,5,1,""],small_int:[223,5,1,""],small_list:[223,5,1,""],small_message_with_map:[223,5,1,""],small_string:[223,5,1,""],small_tuple:[223,5,1,""],wv_with_multiple_windows:[223,5,1,""],wv_with_one_window:[223,5,1,""]},"apache_beam.tools.distribution_counter_microbenchmark":{generate_input_values:[224,5,1,""],run_benchmark:[224,5,1,""]},"apache_beam.tools.fn_api_runner_microbenchmark":{BagInStateOutputAfterTimer:[225,1,1,""],run_benchmark:[225,5,1,""],run_single_pipeline:[225,5,1,""]},"apache_beam.tools.fn_api_runner_microbenchmark.BagInStateOutputAfterTimer":{EMIT_TIMER:[225,7,1,""],SET_STATE:[225,7,1,""],emit_values:[225,3,1,""],process:[225,3,1,""]},"apache_beam.tools.sideinput_microbenchmark":{long_generator:[226,5,1,""],run_benchmark:[226,5,1,""]},"apache_beam.tools.utils":{BenchmarkConfig:[227,1,1,""],LinearRegressionBenchmarkConfig:[227,1,1,""],check_compiled:[227,5,1,""],run_benchmarks:[227,5,1,""]},"apache_beam.tools.utils.BenchmarkConfig":{benchmark:[227,7,1,""],num_runs:[227,7,1,""],size:[227,7,1,""]},"apache_beam.tools.utils.LinearRegressionBenchmarkConfig":{benchmark:[227,7,1,""],increment:[227,7,1,""],num_runs:[227,7,1,""],starting_point:[227,7,1,""]},"apache_beam.transforms":{combiners:[229,0,0,"-"],core:[230,0,0,"-"],create_source:[231,0,0,"-"],deduplicate:[232,0,0,"-"],display:[233,0,0,"-"],environments:[234,0,0,"-"],external:[235,0,0,"-"],external_java:[236,0,0,"-"],external_test_py37:[238,0,0,"-"],external_test_py3:[237,0,0,"-"],periodicsequence:[239,0,0,"-"],ptransform:[240,0,0,"-"],sideinputs:[241,0,0,"-"],sql:[242,0,0,"-"],stats:[243,0,0,"-"],timeutil:[244,0,0,"-"],transforms_keyword_only_args_test_py3:[245,0,0,"-"],trigger:[246,0,0,"-"],userstate:[247,0,0,"-"],util:[248,0,0,"-"],window:[249,0,0,"-"]},"apache_beam.transforms.combiners":{Count:[229,1,1,""],Latest:[229,1,1,""],Mean:[229,1,1,""],Sample:[229,1,1,""],ToDict:[229,1,1,""],ToList:[229,1,1,""],ToSet:[229,1,1,""],Top:[229,1,1,""]},"apache_beam.transforms.combiners.Count":{Globally:[229,1,1,""],PerElement:[229,1,1,""],PerKey:[229,1,1,""]},"apache_beam.transforms.combiners.Count.Globally":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Count.PerElement":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Count.PerKey":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Latest":{Globally:[229,1,1,""],PerKey:[229,1,1,""]},"apache_beam.transforms.combiners.Latest.Globally":{add_timestamp:[229,2,1,""],expand:[229,3,1,""]},"apache_beam.transforms.combiners.Latest.PerKey":{add_timestamp:[229,2,1,""],expand:[229,3,1,""]},"apache_beam.transforms.combiners.Mean":{Globally:[229,1,1,""],PerKey:[229,1,1,""]},"apache_beam.transforms.combiners.Mean.Globally":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Mean.PerKey":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Sample":{FixedSizeGlobally:[229,1,1,""],FixedSizePerKey:[229,1,1,""]},"apache_beam.transforms.combiners.Sample.FixedSizeGlobally":{default_label:[229,3,1,""],display_data:[229,3,1,""],expand:[229,3,1,""]},"apache_beam.transforms.combiners.Sample.FixedSizePerKey":{default_label:[229,3,1,""],display_data:[229,3,1,""],expand:[229,3,1,""]},"apache_beam.transforms.combiners.ToDict":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.ToList":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.ToSet":{expand:[229,3,1,""]},"apache_beam.transforms.combiners.Top":{Largest:[229,2,1,""],LargestPerKey:[229,2,1,""],Of:[229,1,1,""],PerKey:[229,1,1,""],Smallest:[229,2,1,""],SmallestPerKey:[229,2,1,""]},"apache_beam.transforms.combiners.Top.Of":{default_label:[229,3,1,""],expand:[229,3,1,""]},"apache_beam.transforms.combiners.Top.PerKey":{default_label:[229,3,1,""],expand:[229,3,1,""]},"apache_beam.transforms.core":{CombineFn:[230,1,1,""],CombineGlobally:[230,1,1,""],CombinePerKey:[230,1,1,""],CombineValues:[230,1,1,""],Create:[230,1,1,""],DoFn:[230,1,1,""],Filter:[230,5,1,""],FlatMap:[230,5,1,""],FlatMapTuple:[230,5,1,""],Flatten:[230,1,1,""],GroupBy:[230,1,1,""],GroupByKey:[230,1,1,""],Impulse:[230,1,1,""],Map:[230,5,1,""],MapTuple:[230,5,1,""],ParDo:[230,1,1,""],Partition:[230,1,1,""],PartitionFn:[230,1,1,""],RestrictionProvider:[230,1,1,""],WatermarkEstimatorProvider:[230,1,1,""],WindowInto:[230,1,1,""],Windowing:[230,1,1,""]},"apache_beam.transforms.core.CombineFn":{add_input:[230,3,1,""],add_inputs:[230,3,1,""],apply:[230,3,1,""],compact:[230,3,1,""],create_accumulator:[230,3,1,""],default_label:[230,3,1,""],extract_output:[230,3,1,""],for_input_type:[230,3,1,""],from_callable:[230,2,1,""],get_accumulator_coder:[230,3,1,""],maybe_from_callable:[230,2,1,""],merge_accumulators:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.CombineGlobally":{as_singleton_view:[230,3,1,""],as_view:[230,7,1,""],default_label:[230,3,1,""],display_data:[230,3,1,""],expand:[230,3,1,""],fanout:[230,7,1,""],from_runner_api_parameter:[230,2,1,""],has_defaults:[230,7,1,""],with_defaults:[230,3,1,""],with_fanout:[230,3,1,""],without_defaults:[230,3,1,""]},"apache_beam.transforms.core.CombinePerKey":{default_label:[230,3,1,""],default_type_hints:[230,3,1,""],display_data:[230,3,1,""],expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],make_fn:[230,3,1,""],runner_api_requires_keyed_input:[230,3,1,""],to_runner_api_parameter:[230,3,1,""],with_hot_key_fanout:[230,3,1,""]},"apache_beam.transforms.core.CombineValues":{expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],make_fn:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.Create":{as_read:[230,3,1,""],expand:[230,3,1,""],get_output_type:[230,3,1,""],get_windowing:[230,3,1,""],infer_output_type:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.DoFn":{BundleFinalizerParam:[230,7,1,""],DoFnProcessParams:[230,7,1,""],ElementParam:[230,7,1,""],KeyParam:[230,7,1,""],PaneInfoParam:[230,7,1,""],RestrictionParam:[230,7,1,""],SideInputParam:[230,7,1,""],StateParam:[230,7,1,""],TimerParam:[230,7,1,""],TimestampParam:[230,7,1,""],WatermarkEstimatorParam:[230,7,1,""],WindowParam:[230,7,1,""],default_label:[230,3,1,""],default_type_hints:[230,3,1,""],finish_bundle:[230,3,1,""],from_callable:[230,2,1,""],get_function_arguments:[230,3,1,""],infer_output_type:[230,3,1,""],process:[230,3,1,""],setup:[230,3,1,""],start_bundle:[230,3,1,""],teardown:[230,3,1,""],to_runner_api_parameter:[230,3,1,""],unbounded_per_element:[230,2,1,""]},"apache_beam.transforms.core.Flatten":{expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],get_windowing:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.GroupBy":{aggregate_field:[230,3,1,""],default_label:[230,3,1,""],expand:[230,3,1,""],force_tuple_keys:[230,3,1,""]},"apache_beam.transforms.core.GroupByKey":{ReifyWindows:[230,1,1,""],expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],infer_output_type:[230,3,1,""],runner_api_requires_keyed_input:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.GroupByKey.ReifyWindows":{infer_output_type:[230,3,1,""],process:[230,3,1,""]},"apache_beam.transforms.core.Impulse":{expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],get_windowing:[230,3,1,""],infer_output_type:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.ParDo":{default_type_hints:[230,3,1,""],display_data:[230,3,1,""],expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],get_restriction_coder:[230,3,1,""],infer_output_type:[230,3,1,""],make_fn:[230,3,1,""],runner_api_requires_keyed_input:[230,3,1,""],to_runner_api_parameter:[230,3,1,""],with_outputs:[230,3,1,""]},"apache_beam.transforms.core.Partition":{ApplyPartitionFnFn:[230,1,1,""],expand:[230,3,1,""],make_fn:[230,3,1,""]},"apache_beam.transforms.core.Partition.ApplyPartitionFnFn":{process:[230,3,1,""]},"apache_beam.transforms.core.PartitionFn":{default_label:[230,3,1,""],partition_for:[230,3,1,""]},"apache_beam.transforms.core.RestrictionProvider":{create_tracker:[230,3,1,""],initial_restriction:[230,3,1,""],restriction_coder:[230,3,1,""],restriction_size:[230,3,1,""],split:[230,3,1,""],split_and_size:[230,3,1,""],truncate:[230,3,1,""]},"apache_beam.transforms.core.WatermarkEstimatorProvider":{create_watermark_estimator:[230,3,1,""],estimator_state_coder:[230,3,1,""],initial_estimator_state:[230,3,1,""]},"apache_beam.transforms.core.WindowInto":{WindowIntoFn:[230,1,1,""],expand:[230,3,1,""],from_runner_api_parameter:[230,2,1,""],get_windowing:[230,3,1,""],infer_output_type:[230,3,1,""],to_runner_api_parameter:[230,3,1,""]},"apache_beam.transforms.core.WindowInto.WindowIntoFn":{process:[230,3,1,""]},"apache_beam.transforms.core.Windowing":{from_runner_api:[230,2,1,""],is_default:[230,3,1,""],to_runner_api:[230,3,1,""]},"apache_beam.transforms.deduplicate":{Deduplicate:[232,1,1,""],DeduplicatePerKey:[232,1,1,""]},"apache_beam.transforms.deduplicate.Deduplicate":{expand:[232,3,1,""]},"apache_beam.transforms.deduplicate.DeduplicatePerKey":{expand:[232,3,1,""]},"apache_beam.transforms.display":{DisplayData:[233,1,1,""],DisplayDataItem:[233,1,1,""],HasDisplayData:[233,1,1,""]},"apache_beam.transforms.display.DisplayData":{create_from:[233,4,1,""],create_from_options:[233,4,1,""]},"apache_beam.transforms.display.DisplayDataItem":{drop_if_default:[233,3,1,""],drop_if_none:[233,3,1,""],get_dict:[233,3,1,""],is_valid:[233,3,1,""],should_drop:[233,3,1,""],typeDict:[233,7,1,""]},"apache_beam.transforms.display.HasDisplayData":{display_data:[233,3,1,""]},"apache_beam.transforms.environments":{DockerEnvironment:[234,1,1,""],EmbeddedPythonEnvironment:[234,1,1,""],EmbeddedPythonGrpcEnvironment:[234,1,1,""],Environment:[234,1,1,""],ExternalEnvironment:[234,1,1,""],ProcessEnvironment:[234,1,1,""],RunnerAPIEnvironmentHolder:[234,1,1,""],SubprocessSDKEnvironment:[234,1,1,""]},"apache_beam.transforms.environments.DockerEnvironment":{default_docker_image:[234,2,1,""],from_container_image:[234,4,1,""],from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.EmbeddedPythonEnvironment":{from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.EmbeddedPythonGrpcEnvironment":{from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],parse_config:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.Environment":{artifacts:[234,3,1,""],capabilities:[234,3,1,""],from_options:[234,4,1,""],from_runner_api:[234,4,1,""],get_env_cls_from_urn:[234,4,1,""],register_urn:[234,4,1,""],to_runner_api:[234,3,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.ExternalEnvironment":{from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.ProcessEnvironment":{from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.environments.RunnerAPIEnvironmentHolder":{capabilities:[234,3,1,""],to_runner_api:[234,3,1,""]},"apache_beam.transforms.environments.SubprocessSDKEnvironment":{from_options:[234,4,1,""],from_runner_api_parameter:[234,2,1,""],to_runner_api_parameter:[234,3,1,""]},"apache_beam.transforms.external":{AnnotationBasedPayloadBuilder:[235,1,1,""],BeamJarExpansionService:[235,1,1,""],DataclassBasedPayloadBuilder:[235,1,1,""],ExpansionAndArtifactRetrievalStub:[235,1,1,""],ExternalTransform:[235,1,1,""],ImplicitSchemaPayloadBuilder:[235,1,1,""],JavaJarExpansionService:[235,1,1,""],NamedTupleBasedPayloadBuilder:[235,1,1,""],PayloadBuilder:[235,1,1,""],SchemaBasedPayloadBuilder:[235,1,1,""],iter_urns:[235,5,1,""],memoize:[235,5,1,""]},"apache_beam.transforms.external.ExpansionAndArtifactRetrievalStub":{artifact_service:[235,3,1,""]},"apache_beam.transforms.external.ExternalTransform":{default_label:[235,3,1,""],expand:[235,3,1,""],get_local_namespace:[235,4,1,""],outer_namespace:[235,4,1,""],to_runner_api_transform:[235,3,1,""]},"apache_beam.transforms.external.PayloadBuilder":{build:[235,3,1,""],payload:[235,3,1,""]},"apache_beam.transforms.external.SchemaBasedPayloadBuilder":{build:[235,3,1,""]},"apache_beam.transforms.external_java":{JavaExternalTransformTest:[236,1,1,""]},"apache_beam.transforms.external_java.JavaExternalTransformTest":{expansion_service_jar:[236,7,1,""],expansion_service_port:[236,7,1,""],run_pipeline:[236,2,1,""],run_pipeline_with_expansion_service:[236,2,1,""],test_java_expansion_dataflow:[236,2,1,""]},"apache_beam.transforms.external_test_py3":{ExternalAnnotationPayloadTest:[237,1,1,""],get_payload:[237,5,1,""]},"apache_beam.transforms.external_test_py3.ExternalAnnotationPayloadTest":{get_payload_from_beam_typehints:[237,3,1,""],get_payload_from_typing_hints:[237,3,1,""]},"apache_beam.transforms.external_test_py37":{ExternalDataclassesPayloadTest:[238,1,1,""],get_payload:[238,5,1,""]},"apache_beam.transforms.external_test_py37.ExternalDataclassesPayloadTest":{get_payload_from_beam_typehints:[238,3,1,""],get_payload_from_typing_hints:[238,3,1,""]},"apache_beam.transforms.periodicsequence":{ImpulseSeqGenDoFn:[239,1,1,""],ImpulseSeqGenRestrictionProvider:[239,1,1,""],PeriodicImpulse:[239,1,1,""],PeriodicSequence:[239,1,1,""]},"apache_beam.transforms.periodicsequence.ImpulseSeqGenDoFn":{process:[239,3,1,""]},"apache_beam.transforms.periodicsequence.ImpulseSeqGenRestrictionProvider":{create_tracker:[239,3,1,""],initial_restriction:[239,3,1,""],restriction_size:[239,3,1,""]},"apache_beam.transforms.periodicsequence.PeriodicImpulse":{expand:[239,3,1,""]},"apache_beam.transforms.periodicsequence.PeriodicSequence":{expand:[239,3,1,""]},"apache_beam.transforms.ptransform":{PTransform:[240,1,1,""],label_from_callable:[240,5,1,""],ptransform_fn:[240,5,1,""]},"apache_beam.transforms.ptransform.PTransform":{default_label:[240,3,1,""],default_type_hints:[240,3,1,""],expand:[240,3,1,""],from_runner_api:[240,4,1,""],get_windowing:[240,3,1,""],infer_output_type:[240,3,1,""],label:[240,7,1,""],pipeline:[240,7,1,""],register_urn:[240,4,1,""],runner_api_requires_keyed_input:[240,3,1,""],side_inputs:[240,7,1,""],to_runner_api:[240,3,1,""],to_runner_api_parameter:[240,3,1,""],to_runner_api_pickled:[240,3,1,""],type_check_inputs:[240,3,1,""],type_check_inputs_or_outputs:[240,3,1,""],type_check_outputs:[240,3,1,""],with_input_types:[240,3,1,""],with_output_types:[240,3,1,""]},"apache_beam.transforms.sideinputs":{SideInputMap:[241,1,1,""],default_window_mapping_fn:[241,5,1,""],get_sideinput_index:[241,5,1,""]},"apache_beam.transforms.sideinputs.SideInputMap":{is_globally_windowed:[241,3,1,""]},"apache_beam.transforms.sql":{SqlTransform:[242,1,1,""]},"apache_beam.transforms.sql.SqlTransform":{URN:[242,7,1,""]},"apache_beam.transforms.stats":{ApproximateQuantiles:[243,1,1,""],ApproximateUnique:[243,1,1,""]},"apache_beam.transforms.stats.ApproximateQuantiles":{Globally:[243,1,1,""],PerKey:[243,1,1,""]},"apache_beam.transforms.stats.ApproximateQuantiles.Globally":{display_data:[243,3,1,""],expand:[243,3,1,""]},"apache_beam.transforms.stats.ApproximateQuantiles.PerKey":{display_data:[243,3,1,""],expand:[243,3,1,""]},"apache_beam.transforms.stats.ApproximateUnique":{Globally:[243,1,1,""],PerKey:[243,1,1,""],parse_input_params:[243,2,1,""]},"apache_beam.transforms.stats.ApproximateUnique.Globally":{expand:[243,3,1,""]},"apache_beam.transforms.stats.ApproximateUnique.PerKey":{expand:[243,3,1,""]},"apache_beam.transforms.timeutil":{TimeDomain:[244,1,1,""]},"apache_beam.transforms.timeutil.TimeDomain":{DEPENDENT_REAL_TIME:[244,7,1,""],REAL_TIME:[244,7,1,""],WATERMARK:[244,7,1,""],from_string:[244,2,1,""],is_event_time:[244,2,1,""],to_runner_api:[244,2,1,""]},"apache_beam.transforms.transforms_keyword_only_args_test_py3":{KeywordOnlyArgsTests:[245,1,1,""]},"apache_beam.transforms.transforms_keyword_only_args_test_py3.KeywordOnlyArgsTests":{test_combine_keyword_only_args:[245,3,1,""],test_do_fn_keyword_only_args:[245,3,1,""],test_side_input_keyword_only_args:[245,3,1,""]},"apache_beam.transforms.trigger":{AccumulationMode:[246,1,1,""],AfterAll:[246,1,1,""],AfterAny:[246,1,1,""],AfterCount:[246,1,1,""],AfterEach:[246,1,1,""],AfterProcessingTime:[246,1,1,""],AfterWatermark:[246,1,1,""],DefaultTrigger:[246,1,1,""],OrFinally:[246,1,1,""],Repeatedly:[246,1,1,""],TriggerFn:[246,1,1,""]},"apache_beam.transforms.trigger.AccumulationMode":{ACCUMULATING:[246,7,1,""],DISCARDING:[246,7,1,""]},"apache_beam.transforms.trigger.AfterAll":{combine_op:[246,3,1,""]},"apache_beam.transforms.trigger.AfterAny":{combine_op:[246,3,1,""]},"apache_beam.transforms.trigger.AfterCount":{COUNT_TAG:[246,7,1,""],from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.AfterEach":{INDEX_TAG:[246,7,1,""],from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.AfterProcessingTime":{from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.AfterWatermark":{LATE_TAG:[246,7,1,""],from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],is_late:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.DefaultTrigger":{from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.OrFinally":{from_runner_api:[246,2,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.Repeatedly":{from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.trigger.TriggerFn":{from_runner_api:[246,2,1,""],has_ontime_pane:[246,3,1,""],on_element:[246,3,1,""],on_fire:[246,3,1,""],on_merge:[246,3,1,""],reset:[246,3,1,""],should_fire:[246,3,1,""],to_runner_api:[246,3,1,""]},"apache_beam.transforms.userstate":{AccumulatingRuntimeState:[247,1,1,""],BagRuntimeState:[247,1,1,""],BagStateSpec:[247,1,1,""],CombiningValueRuntimeState:[247,1,1,""],CombiningValueStateSpec:[247,1,1,""],ReadModifyWriteRuntimeState:[247,1,1,""],ReadModifyWriteStateSpec:[247,1,1,""],RuntimeState:[247,1,1,""],RuntimeTimer:[247,1,1,""],SetRuntimeState:[247,1,1,""],SetStateSpec:[247,1,1,""],StateSpec:[247,1,1,""],Timer:[247,1,1,""],TimerFamilySpec:[247,1,1,""],TimerSpec:[247,1,1,""],UserStateContext:[247,1,1,""],get_dofn_specs:[247,5,1,""],is_stateful_dofn:[247,5,1,""],on_timer:[247,5,1,""],validate_stateful_dofn:[247,5,1,""]},"apache_beam.transforms.userstate.AccumulatingRuntimeState":{add:[247,3,1,""],clear:[247,3,1,""],commit:[247,3,1,""],read:[247,3,1,""]},"apache_beam.transforms.userstate.BagStateSpec":{to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.CombiningValueStateSpec":{to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.ReadModifyWriteRuntimeState":{clear:[247,3,1,""],commit:[247,3,1,""],read:[247,3,1,""],write:[247,3,1,""]},"apache_beam.transforms.userstate.ReadModifyWriteStateSpec":{to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.RuntimeState":{prefetch:[247,3,1,""]},"apache_beam.transforms.userstate.RuntimeTimer":{clear:[247,3,1,""],set:[247,3,1,""]},"apache_beam.transforms.userstate.SetStateSpec":{to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.StateSpec":{to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.Timer":{clear_bit:[247,7,1,""],dynamic_timer_tag:[247,7,1,""],fire_timestamp:[247,7,1,""],hold_timestamp:[247,7,1,""],paneinfo:[247,7,1,""],user_key:[247,7,1,""],windows:[247,7,1,""]},"apache_beam.transforms.userstate.TimerFamilySpec":{prefix:[247,7,1,""],to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.TimerSpec":{prefix:[247,7,1,""],to_runner_api:[247,3,1,""]},"apache_beam.transforms.userstate.UserStateContext":{commit:[247,3,1,""],get_state:[247,3,1,""],get_timer:[247,3,1,""]},"apache_beam.transforms.util":{BatchElements:[248,1,1,""],CoGroupByKey:[248,1,1,""],Distinct:[248,5,1,""],GroupIntoBatches:[248,1,1,""],Keys:[248,5,1,""],KvSwap:[248,5,1,""],Regex:[248,1,1,""],Reify:[248,1,1,""],RemoveDuplicates:[248,5,1,""],Reshuffle:[248,1,1,""],ToString:[248,1,1,""],Values:[248,5,1,""],WithKeys:[248,5,1,""]},"apache_beam.transforms.util.BatchElements":{expand:[248,3,1,""]},"apache_beam.transforms.util.CoGroupByKey":{expand:[248,3,1,""]},"apache_beam.transforms.util.GroupIntoBatches":{expand:[248,3,1,""]},"apache_beam.transforms.util.Regex":{ALL:[248,7,1,""],all_matches:[248,2,1,""],find:[248,2,1,""],find_all:[248,2,1,""],find_kv:[248,2,1,""],matches:[248,2,1,""],matches_kv:[248,2,1,""],replace_all:[248,2,1,""],replace_first:[248,2,1,""],split:[248,2,1,""]},"apache_beam.transforms.util.Reify":{Timestamp:[248,1,1,""],TimestampInValue:[248,1,1,""],Window:[248,1,1,""],WindowInValue:[248,1,1,""]},"apache_beam.transforms.util.Reify.Timestamp":{add_timestamp_info:[248,2,1,""],expand:[248,3,1,""]},"apache_beam.transforms.util.Reify.TimestampInValue":{add_timestamp_info:[248,2,1,""],expand:[248,3,1,""]},"apache_beam.transforms.util.Reify.Window":{add_window_info:[248,2,1,""],expand:[248,3,1,""]},"apache_beam.transforms.util.Reify.WindowInValue":{add_window_info:[248,2,1,""],expand:[248,3,1,""]},"apache_beam.transforms.util.Reshuffle":{expand:[248,3,1,""],from_runner_api_parameter:[248,2,1,""],to_runner_api_parameter:[248,3,1,""]},"apache_beam.transforms.util.ToString":{Element:[248,2,1,""],Iterables:[248,2,1,""],Kvs:[248,2,1,""]},"apache_beam.transforms.window":{BoundedWindow:[249,1,1,""],FixedWindows:[249,1,1,""],GlobalWindow:[249,1,1,""],GlobalWindows:[249,1,1,""],IntervalWindow:[249,1,1,""],NonMergingWindowFn:[249,1,1,""],Sessions:[249,1,1,""],SlidingWindows:[249,1,1,""],TimestampCombiner:[249,1,1,""],TimestampedValue:[249,1,1,""],WindowFn:[249,1,1,""]},"apache_beam.transforms.window.BoundedWindow":{end:[249,7,1,""],max_timestamp:[249,3,1,""],start:[249,7,1,""]},"apache_beam.transforms.window.FixedWindows":{assign:[249,3,1,""],from_runner_api_parameter:[249,2,1,""],get_window_coder:[249,3,1,""],offset:[249,7,1,""],size:[249,7,1,""],to_runner_api_parameter:[249,3,1,""]},"apache_beam.transforms.window.GlobalWindow":{start:[249,7,1,""]},"apache_beam.transforms.window.GlobalWindows":{assign:[249,3,1,""],from_runner_api_parameter:[249,2,1,""],get_window_coder:[249,3,1,""],to_runner_api_parameter:[249,3,1,""],windowed_value:[249,4,1,""]},"apache_beam.transforms.window.IntervalWindow":{end:[249,7,1,""],intersects:[249,3,1,""],start:[249,7,1,""],union:[249,3,1,""]},"apache_beam.transforms.window.NonMergingWindowFn":{is_merging:[249,3,1,""],merge:[249,3,1,""]},"apache_beam.transforms.window.Sessions":{assign:[249,3,1,""],from_runner_api_parameter:[249,2,1,""],gap_size:[249,7,1,""],get_window_coder:[249,3,1,""],merge:[249,3,1,""],to_runner_api_parameter:[249,3,1,""]},"apache_beam.transforms.window.SlidingWindows":{assign:[249,3,1,""],from_runner_api_parameter:[249,2,1,""],get_window_coder:[249,3,1,""],offset:[249,7,1,""],period:[249,7,1,""],size:[249,7,1,""],to_runner_api_parameter:[249,3,1,""]},"apache_beam.transforms.window.TimestampCombiner":{OUTPUT_AT_EARLIEST:[249,7,1,""],OUTPUT_AT_EARLIEST_TRANSFORMED:[249,7,1,""],OUTPUT_AT_EOW:[249,7,1,""],OUTPUT_AT_LATEST:[249,7,1,""],get_impl:[249,2,1,""]},"apache_beam.transforms.window.TimestampedValue":{timestamp:[249,7,1,""],value:[249,7,1,""]},"apache_beam.transforms.window.WindowFn":{AssignContext:[249,1,1,""],MergeContext:[249,1,1,""],assign:[249,3,1,""],get_transformed_output_time:[249,3,1,""],get_window_coder:[249,3,1,""],is_merging:[249,3,1,""],merge:[249,3,1,""],to_runner_api_parameter:[249,3,1,""]},"apache_beam.transforms.window.WindowFn.MergeContext":{merge:[249,3,1,""]},"apache_beam.typehints":{decorators:[251,0,0,"-"],decorators_test_py3:[252,0,0,"-"],native_type_compatibility:[253,0,0,"-"],opcodes:[254,0,0,"-"],row_type:[255,0,0,"-"],schemas:[256,0,0,"-"],trivial_inference:[257,0,0,"-"],trivial_inference_test_py3:[258,0,0,"-"],typecheck:[259,0,0,"-"],typecheck_test_py3:[260,0,0,"-"],typed_pipeline_test_py3:[261,0,0,"-"],typehints:[262,0,0,"-"],typehints_test_py3:[263,0,0,"-"]},"apache_beam.typehints.decorators":{TypeCheckError:[251,6,1,""],WithTypeHints:[251,1,1,""],disable_type_annotations:[251,5,1,""],no_annotations:[251,5,1,""],with_input_types:[251,5,1,""],with_output_types:[251,5,1,""]},"apache_beam.typehints.decorators.WithTypeHints":{default_type_hints:[251,3,1,""],get_type_hints:[251,3,1,""],with_input_types:[251,3,1,""],with_output_types:[251,3,1,""]},"apache_beam.typehints.decorators_test_py3":{DecoratorsTest:[252,1,1,""],IOTypeHintsTest:[252,1,1,""]},"apache_beam.typehints.decorators_test_py3.DecoratorsTest":{test_no_annotations:[252,3,1,""]},"apache_beam.typehints.decorators_test_py3.IOTypeHintsTest":{test_from_callable:[252,3,1,""],test_from_callable_class:[252,3,1,""],test_from_callable_convert_to_beam_types:[252,3,1,""],test_from_callable_method:[252,3,1,""],test_from_callable_partial:[252,3,1,""],test_from_callable_partial_annotations:[252,3,1,""],test_getcallargs_forhints:[252,3,1,""],test_getcallargs_forhints_default_arg:[252,3,1,""],test_getcallargs_forhints_missing_arg:[252,3,1,""],test_origin:[252,3,1,""]},"apache_beam.typehints.native_type_compatibility":{convert_to_beam_type:[253,5,1,""],convert_to_beam_types:[253,5,1,""],convert_to_typing_type:[253,5,1,""],convert_to_typing_types:[253,5,1,""],extract_optional_type:[253,5,1,""],is_any:[253,5,1,""],is_forward_ref:[253,5,1,""],is_new_type:[253,5,1,""]},"apache_beam.typehints.opcodes":{binary_add:[254,5,1,""],binary_and:[254,5,1,""],binary_divide:[254,5,1,""],binary_floor_divide:[254,5,1,""],binary_lshift:[254,5,1,""],binary_modulo:[254,5,1,""],binary_multiply:[254,5,1,""],binary_or:[254,5,1,""],binary_power:[254,5,1,""],binary_rshift:[254,5,1,""],binary_subscr:[254,5,1,""],binary_subtract:[254,5,1,""],binary_true_divide:[254,5,1,""],binary_xor:[254,5,1,""],build_class:[254,5,1,""],build_list:[254,5,1,""],build_list_unpack:[254,5,1,""],build_map:[254,5,1,""],build_slice:[254,5,1,""],build_tuple:[254,5,1,""],build_tuple_unpack:[254,5,1,""],build_tuple_unpack_with_call:[254,5,1,""],compare_op:[254,5,1,""],delete_attr:[254,5,1,""],delete_fast:[254,5,1,""],delete_global:[254,5,1,""],dup_top:[254,5,1,""],dup_topx:[254,5,1,""],exec_stmt:[254,5,1,""],get_iter:[254,5,1,""],import_from:[254,5,1,""],import_name:[254,5,1,""],inpalce_or:[254,5,1,""],inplace_add:[254,5,1,""],inplace_and:[254,5,1,""],inplace_divide:[254,5,1,""],inplace_floor_divide:[254,5,1,""],inplace_lshift:[254,5,1,""],inplace_modulo:[254,5,1,""],inplace_multiply:[254,5,1,""],inplace_power:[254,5,1,""],inplace_rshift:[254,5,1,""],inplace_subtract:[254,5,1,""],inplace_true_divide:[254,5,1,""],inplace_xor:[254,5,1,""],list_append:[254,5,1,""],load_attr:[254,5,1,""],load_closure:[254,5,1,""],load_const:[254,5,1,""],load_deref:[254,5,1,""],load_fast:[254,5,1,""],load_global:[254,5,1,""],load_locals:[254,5,1,""],load_method:[254,5,1,""],load_name:[254,5,1,""],make_closure:[254,5,1,""],make_function:[254,5,1,""],map_add:[254,5,1,""],nop:[254,5,1,""],pop_one:[254,5,1,""],pop_three:[254,5,1,""],pop_top:[254,5,1,""],pop_two:[254,5,1,""],print_item:[254,5,1,""],print_newline:[254,5,1,""],push_value:[254,5,1,""],rot_four:[254,5,1,""],rot_n:[254,5,1,""],rot_three:[254,5,1,""],rot_two:[254,5,1,""],store_attr:[254,5,1,""],store_fast:[254,5,1,""],store_global:[254,5,1,""],store_map:[254,5,1,""],store_subscr:[254,5,1,""],symmetric_binary_op:[254,5,1,""],unary:[254,5,1,""],unary_convert:[254,5,1,""],unary_invert:[254,5,1,""],unary_negative:[254,5,1,""],unary_not:[254,5,1,""],unary_positive:[254,5,1,""],unpack_sequence:[254,5,1,""]},"apache_beam.typehints.row_type":{RowTypeConstraint:[255,1,1,""]},"apache_beam.typehints.row_type.RowTypeConstraint":{type_check:[255,3,1,""]},"apache_beam.typehints.schemas":{SchemaTypeRegistry:[256,1,1,""],named_fields_to_schema:[256,5,1,""],named_tuple_from_schema:[256,5,1,""],named_tuple_to_schema:[256,5,1,""],typing_from_runner_api:[256,5,1,""],typing_to_runner_api:[256,5,1,""]},"apache_beam.typehints.schemas.SchemaTypeRegistry":{add:[256,3,1,""],get_schema_by_id:[256,3,1,""],get_typing_by_id:[256,3,1,""]},"apache_beam.typehints.trivial_inference":{BoundMethod:[257,1,1,""],Const:[257,1,1,""],FrameState:[257,1,1,""],TypeInferenceError:[257,6,1,""],element_type:[257,5,1,""],finalize_hints:[257,5,1,""],hashable:[257,5,1,""],infer_return_type:[257,5,1,""],infer_return_type_func:[257,5,1,""],instance_to_type:[257,5,1,""],key_value_types:[257,5,1,""],union:[257,5,1,""],union_list:[257,5,1,""]},"apache_beam.typehints.trivial_inference.Const":{unwrap:[257,2,1,""],unwrap_all:[257,2,1,""]},"apache_beam.typehints.trivial_inference.FrameState":{closure_type:[257,3,1,""],const_type:[257,3,1,""],copy:[257,3,1,""],get_closure:[257,3,1,""],get_global:[257,3,1,""],get_name:[257,3,1,""]},"apache_beam.typehints.trivial_inference_test_py3":{TrivialInferenceTest:[258,1,1,""]},"apache_beam.typehints.trivial_inference_test_py3.TrivialInferenceTest":{assertReturnType:[258,3,1,""],testBuildListUnpack:[258,3,1,""],testBuildTupleUnpack:[258,3,1,""]},"apache_beam.typehints.typecheck":{AbstractDoFnWrapper:[259,1,1,""],OutputCheckWrapperDoFn:[259,1,1,""],TypeCheckCombineFn:[259,1,1,""],TypeCheckVisitor:[259,1,1,""],TypeCheckWrapperDoFn:[259,1,1,""]},"apache_beam.typehints.typecheck.AbstractDoFnWrapper":{finish_bundle:[259,3,1,""],process:[259,3,1,""],setup:[259,3,1,""],start_bundle:[259,3,1,""],teardown:[259,3,1,""],wrapper:[259,3,1,""]},"apache_beam.typehints.typecheck.OutputCheckWrapperDoFn":{wrapper:[259,3,1,""]},"apache_beam.typehints.typecheck.TypeCheckCombineFn":{add_input:[259,3,1,""],compact:[259,3,1,""],create_accumulator:[259,3,1,""],extract_output:[259,3,1,""],merge_accumulators:[259,3,1,""]},"apache_beam.typehints.typecheck.TypeCheckVisitor":{enter_composite_transform:[259,3,1,""],leave_composite_transform:[259,3,1,""],visit_transform:[259,3,1,""]},"apache_beam.typehints.typecheck.TypeCheckWrapperDoFn":{process:[259,3,1,""],wrapper:[259,3,1,""]},"apache_beam.typehints.typecheck_test_py3":{MyDoFn:[260,1,1,""],MyDoFnBadAnnotation:[260,1,1,""],TypecheckTest:[260,1,1,""]},"apache_beam.typehints.typecheck_test_py3.MyDoFn":{finish_bundle:[260,3,1,""],process:[260,3,1,""],setup:[260,3,1,""],start_bundle:[260,3,1,""],teardown:[260,3,1,""]},"apache_beam.typehints.typecheck_test_py3.MyDoFnBadAnnotation":{process:[260,3,1,""]},"apache_beam.typehints.typecheck_test_py3.TypecheckTest":{setUp:[260,3,1,""],test_setup:[260,3,1,""],test_wrapper_pass_through:[260,3,1,""],test_wrapper_pipeline_type_check:[260,3,1,""]},"apache_beam.typehints.typed_pipeline_test_py3":{AnnotationsTest:[261,1,1,""],MainInputTest:[261,1,1,""]},"apache_beam.typehints.typed_pipeline_test_py3.AnnotationsTest":{test_filter_wrapper:[261,3,1,""],test_flat_map_tuple_wrapper:[261,3,1,""],test_flat_map_wrapper:[261,3,1,""],test_flat_map_wrapper_optional_output:[261,3,1,""],test_map_tuple:[261,3,1,""],test_map_wrapper:[261,3,1,""],test_map_wrapper_optional_output:[261,3,1,""],test_pardo_dofn:[261,3,1,""],test_pardo_dofn_not_iterable:[261,3,1,""],test_pardo_wrapper:[261,3,1,""],test_pardo_wrapper_not_iterable:[261,3,1,""],test_pardo_wrapper_tuple:[261,3,1,""]},"apache_beam.typehints.typed_pipeline_test_py3.MainInputTest":{test_typed_callable_instance:[261,3,1,""],test_typed_callable_iterable_output:[261,3,1,""],test_typed_callable_not_iterable:[261,3,1,""],test_typed_callable_string_literals:[261,3,1,""],test_typed_dofn_instance:[261,3,1,""],test_typed_dofn_kwonly:[261,3,1,""],test_typed_dofn_method:[261,3,1,""],test_typed_dofn_method_not_iterable:[261,3,1,""],test_typed_dofn_method_return_none:[261,3,1,""],test_typed_dofn_method_return_optional:[261,3,1,""],test_typed_dofn_method_return_optional_not_iterable:[261,3,1,""],test_typed_dofn_method_with_class_decorators:[261,3,1,""],test_typed_dofn_string_literals:[261,3,1,""],test_typed_dofn_var_kwargs:[261,3,1,""],test_typed_flatmap:[261,3,1,""],test_typed_flatmap_optional:[261,3,1,""],test_typed_flatmap_output_hint_not_iterable:[261,3,1,""],test_typed_flatmap_output_value_not_iterable:[261,3,1,""],test_typed_map:[261,3,1,""],test_typed_map_return_optional:[261,3,1,""],test_typed_ptransform_with_bad_input:[261,3,1,""],test_typed_ptransform_with_bad_typehints:[261,3,1,""],test_typed_ptransform_with_bare_wrappers:[261,3,1,""],test_typed_ptransform_with_do_outputs_tuple_compiles:[261,3,1,""],test_typed_ptransform_with_generic_annotations:[261,3,1,""],test_typed_ptransform_with_no_error:[261,3,1,""],test_typed_ptransform_with_no_typehints:[261,3,1,""],test_typed_ptransform_with_partial_typehints:[261,3,1,""]},"apache_beam.typehints.typehints":{TypeVariable:[262,1,1,""],WindowedValue:[262,7,1,""]},"apache_beam.typehints.typehints.TypeVariable":{bind_type_variables:[262,3,1,""],match_type_variables:[262,3,1,""]},"apache_beam.typehints.typehints_test_py3":{TestPTransformAnnotations:[263,1,1,""],TestParDoAnnotations:[263,1,1,""]},"apache_beam.typehints.typehints_test_py3.TestPTransformAnnotations":{test_annotations_with_arbitrary_input_and_output:[263,3,1,""],test_annotations_with_arbitrary_output:[263,3,1,""],test_annotations_with_none_input:[263,3,1,""],test_annotations_with_none_output:[263,3,1,""],test_annotations_with_pbegin:[263,3,1,""],test_annotations_with_pdone:[263,3,1,""],test_annotations_without_any_internal_type:[263,3,1,""],test_annotations_without_any_typehints:[263,3,1,""],test_annotations_without_input_internal_type:[263,3,1,""],test_annotations_without_input_pcollection_wrapper:[263,3,1,""],test_annotations_without_input_typehint:[263,3,1,""],test_annotations_without_output_internal_type:[263,3,1,""],test_annotations_without_output_pcollection_wrapper:[263,3,1,""],test_annotations_without_output_typehint:[263,3,1,""],test_mixed_annotations_are_converted_to_beam_annotations:[263,3,1,""],test_nested_typing_annotations_are_converted_to_beam_annotations:[263,3,1,""],test_pep484_annotations:[263,3,1,""],test_typing_module_annotations_are_converted_to_beam_annotations:[263,3,1,""]},"apache_beam.typehints.typehints_test_py3.TestParDoAnnotations":{test_pep484_annotations:[263,3,1,""],test_with_side_input:[263,3,1,""]},"apache_beam.utils":{annotations:[265,0,0,"-"],interactive_utils:[266,0,0,"-"],plugin:[267,0,0,"-"],processes:[268,0,0,"-"],profiler:[269,0,0,"-"],proto_utils:[270,0,0,"-"],retry:[271,0,0,"-"],shared:[272,0,0,"-"],subprocess_server:[273,0,0,"-"],thread_pool_executor:[274,0,0,"-"],timestamp:[275,0,0,"-"],urns:[276,0,0,"-"]},"apache_beam.utils.annotations":{BeamDeprecationWarning:[265,6,1,""],annotate:[265,5,1,""],deprecated:[265,5,1,""],experimental:[265,5,1,""],wraps:[265,5,1,""]},"apache_beam.utils.interactive_utils":{alter_label_if_ipython:[266,5,1,""],is_in_ipython:[266,5,1,""],is_in_notebook:[266,5,1,""]},"apache_beam.utils.plugin":{BeamPlugin:[267,1,1,""]},"apache_beam.utils.plugin.BeamPlugin":{get_all_plugin_paths:[267,4,1,""],get_all_subclasses:[267,4,1,""]},"apache_beam.utils.processes":{Popen:[268,5,1,""],call:[268,5,1,""],check_call:[268,5,1,""],check_output:[268,5,1,""]},"apache_beam.utils.profiler":{MemoryReporter:[269,1,1,""],Profile:[269,1,1,""]},"apache_beam.utils.profiler.MemoryReporter":{report_once:[269,3,1,""],start:[269,3,1,""],stop:[269,3,1,""]},"apache_beam.utils.profiler.Profile":{SORTBY:[269,7,1,""],default_file_copy_fn:[269,2,1,""],factory_from_options:[269,2,1,""]},"apache_beam.utils.proto_utils":{from_Timestamp:[270,5,1,""],from_micros:[270,5,1,""],pack_Any:[270,5,1,""],pack_Struct:[270,5,1,""],parse_Bytes:[270,5,1,""],to_Timestamp:[270,5,1,""],unpack_Any:[270,5,1,""]},"apache_beam.utils.retry":{Clock:[271,1,1,""],FuzzedExponentialIntervals:[271,1,1,""],PermanentException:[271,6,1,""],no_retries:[271,5,1,""],retry_on_beam_io_error_filter:[271,5,1,""],retry_on_server_errors_and_notfound_filter:[271,5,1,""],retry_on_server_errors_and_timeout_filter:[271,5,1,""],retry_on_server_errors_filter:[271,5,1,""],retry_on_server_errors_timeout_or_quota_issues_filter:[271,5,1,""],with_exponential_backoff:[271,5,1,""]},"apache_beam.utils.retry.Clock":{sleep:[271,3,1,""]},"apache_beam.utils.shared":{Shared:[272,1,1,""]},"apache_beam.utils.shared.Shared":{acquire:[272,3,1,""]},"apache_beam.utils.subprocess_server":{JavaJarServer:[273,1,1,""],SubprocessServer:[273,1,1,""],pick_port:[273,5,1,""]},"apache_beam.utils.subprocess_server.JavaJarServer":{APACHE_REPOSITORY:[273,7,1,""],BEAM_GROUP_ID:[273,7,1,""],JAR_CACHE:[273,7,1,""],beam_services:[273,4,1,""],jar_name:[273,4,1,""],local_jar:[273,4,1,""],path_to_beam_jar:[273,4,1,""],path_to_maven_jar:[273,4,1,""],start_process:[273,3,1,""],stop_process:[273,3,1,""]},"apache_beam.utils.subprocess_server.SubprocessServer":{local_temp_dir:[273,3,1,""],start:[273,3,1,""],start_process:[273,3,1,""],stop:[273,3,1,""],stop_process:[273,3,1,""]},"apache_beam.utils.thread_pool_executor":{UnboundedThreadPoolExecutor:[274,1,1,""],shared_unbounded_instance:[274,5,1,""]},"apache_beam.utils.thread_pool_executor.UnboundedThreadPoolExecutor":{shutdown:[274,3,1,""],submit:[274,3,1,""]},"apache_beam.utils.timestamp":{Duration:[275,1,1,""],Timestamp:[275,1,1,""]},"apache_beam.utils.timestamp.Duration":{from_proto:[275,2,1,""],of:[275,2,1,""],to_proto:[275,3,1,""]},"apache_beam.utils.timestamp.Timestamp":{from_proto:[275,2,1,""],from_rfc3339:[275,4,1,""],from_utc_datetime:[275,4,1,""],now:[275,2,1,""],of:[275,2,1,""],predecessor:[275,3,1,""],to_proto:[275,3,1,""],to_rfc3339:[275,3,1,""],to_utc_datetime:[275,3,1,""]},"apache_beam.utils.urns":{RunnerApiFn:[276,1,1,""]},"apache_beam.utils.urns.RunnerApiFn":{from_runner_api:[276,4,1,""],register_pickle_urn:[276,4,1,""],register_urn:[276,4,1,""],to_runner_api:[276,3,1,""],to_runner_api_parameter:[276,3,1,""]},apache_beam:{coders:[0,0,0,"-"],dataframe:[7,0,0,"-"],error:[15,0,0,"-"],internal:[16,0,0,"-"],io:[23,0,0,"-"],metrics:[91,0,0,"-"],ml:[96,0,0,"-"],options:[105,0,0,"-"],pipeline:[109,0,0,"-"],portability:[110,0,0,"-"],pvalue:[131,0,0,"-"],runners:[132,0,0,"-"],testing:[197,0,0,"-"],tools:[222,0,0,"-"],transforms:[228,0,0,"-"],typehints:[250,0,0,"-"],utils:[264,0,0,"-"],version:[277,0,0,"-"]}},objnames:{"0":["py","module","Python module"],"1":["py","class","Python class"],"2":["py","staticmethod","Python static method"],"3":["py","method","Python method"],"4":["py","classmethod","Python class method"],"5":["py","function","Python function"],"6":["py","exception","Python exception"],"7":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:class","2":"py:staticmethod","3":"py:method","4":"py:classmethod","5":"py:function","6":"py:exception","7":"py:attribute"},terms:{"0cc175b9c0f1b6a831c399e269772661":272,"10log10":89,"123z":[36,74],"1mb":69,"1nexwhlj":230,"29t23":[36,74],"2q2wughso4jtu8xghdpmm3cllsn8immwci8":230,"4a8a08f09d37b73795649038408b5f33":272,"4tb":50,"5tb":50,"60s":269,"8277e0910d750195b448797616e091ad":272,"92eb5ffee6ae2fec3ad71c777531578f":272,"abstract":[43,83,159,160,162,168,195,234,235,249,259,273,276],"boolean":[31,41,43,45,50,67,71,80,87,160,233,256],"break":188,"byte":[2,19,24,28,29,30,32,36,41,43,44,47,50,52,67,69,72,74,77,79,82,112,120,124,139,162,168,169,176,211,213,230,235,256,262,270],"case":[14,20,24,36,41,50,55,56,59,61,74,77,82,85,86,87,89,100,102,104,109,131,139,143,152,159,162,180,184,211,221,230,237,238,245,248,252,258,260,261,263],"catch":50,"char":86,"class":[1,2,3,4,5,6,9,10,11,12,13,14,15,21,22,24,28,29,30,31,32,33,36,37,39,40,41,42,43,44,45,47,50,51,52,53,54,55,56,59,60,61,64,65,66,67,69,71,72,73,74,76,77,78,79,80,81,82,83,84,86,87,88,89,90,92,93,94,98,99,100,101,102,103,104,106,107,108,109,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,130,131,134,135,136,137,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,159,160,162,164,165,166,167,168,169,170,171,173,175,176,177,178,179,180,183,184,187,188,192,194,195,196,201,202,203,209,211,214,215,216,217,218,219,220,221,225,227,229,230,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,251,252,255,256,257,258,259,260,261,262,263,265,267,269,271,272,273,274,275,276,278],"const":[216,257],"default":[2,6,24,37,39,40,42,43,50,55,56,67,69,72,77,78,79,81,82,86,87,90,99,103,106,131,137,155,166,167,169,195,215,217,218,230,233,240,248,249,265,269,271],"enum":[43,99,101,103,120,124,127,195],"export":[50,52,55],"final":[2,40,41,44,77,81,86,120,149,152,195,221,230,248,276],"float":[2,19,31,43,45,50,59,71,77,80,85,89,92,98,99,103,131,211,218,227,233,242,243,249,256,262,270,275],"function":[2,6,10,14,19,20,21,22,31,39,42,43,45,49,50,51,52,55,59,62,66,71,73,77,80,85,93,95,98,109,124,139,159,166,169,170,180,185,188,193,211,216,217,220,221,227,229,230,240,243,246,247,248,249,251,254,257,262,265,271,272,276],"import":[6,52,55,77,89,98,133,142,169,170,230,241,249,251,267,271,278],"int":[2,19,24,31,32,39,41,43,44,50,52,59,61,64,65,67,71,72,78,80,81,82,85,86,89,95,101,103,131,137,195,211,218,227,230,233,243,248,249,251,256,260,262,275],"long":[6,42,77,83,160,169,176,196,230,232,271,275],"new":[6,9,20,31,36,39,41,43,44,45,50,55,67,69,71,77,79,80,81,89,90,109,115,130,131,137,139,159,166,169,170,180,195,196,211,216,221,227,230,246,247,248],"null":[24,31,55,69],"public":[2,106,265],"return":[2,5,6,8,9,10,13,14,18,19,20,22,24,28,29,31,32,39,40,41,42,43,44,45,50,51,55,59,61,62,63,64,65,67,69,71,72,76,77,79,80,81,82,83,85,86,87,89,92,93,95,98,106,107,109,117,131,134,135,136,137,139,144,145,147,149,152,155,157,159,160,162,166,168,169,170,171,173,176,178,180,188,195,196,208,211,216,217,218,220,221,227,229,230,233,235,239,240,243,246,248,249,251,253,257,262,265,270,271,272,273,275,276],"short":[50,232,233],"static":[2,4,42,43,45,47,50,55,64,69,74,77,90,93,99,108,109,112,114,115,117,118,119,131,137,147,148,170,180,183,194,218,229,230,233,234,236,243,244,246,248,249,251,257,262,269,275],"super":240,"switch":147,"throw":112,"transient":[50,77,230,271],"true":[2,9,10,19,21,24,36,41,42,43,50,52,55,59,67,74,76,77,82,83,85,86,87,89,95,99,100,102,104,106,107,131,149,155,159,160,162,166,170,171,176,179,184,188,216,217,221,227,229,230,233,236,246,248,249,260,262,266,271,274],"try":[41,50,77,85],"var":[12,180],"void":28,"while":[24,41,42,77,85,139,149,170,269],AWS:[31,32],Adding:137,And:170,For:[2,3,5,6,8,14,16,17,18,19,20,21,22,24,33,37,39,41,42,43,45,50,55,62,63,65,67,69,74,77,78,79,82,85,90,107,109,110,111,129,130,139,143,144,145,150,155,156,157,159,166,167,168,169,170,175,176,177,179,180,186,194,203,208,217,218,220,221,222,227,230,233,234,239,240,241,242,248,249,254,257,259,264,265,266,267,268,269,270,271,273,275,276],GCS:[40,50,71,72,86,101,103,107],HAS:[51,52,55],Has:50,IDs:[81,165,178,180],INTO:[39,78],Its:[61,248],KMS:[50,72],Kvs:248,NOT:[232,272],Not:[44,251],One:[42,50,251],Such:77,THE:272,TOS:254,The:[2,4,6,9,10,13,18,19,21,24,28,29,36,37,39,40,42,43,45,50,51,52,55,56,60,61,64,67,69,74,77,78,79,81,82,86,87,89,90,92,93,94,95,98,99,101,103,106,109,112,117,124,131,133,137,139,140,147,148,149,154,159,160,164,166,168,169,170,173,180,183,184,188,195,196,201,202,203,205,206,207,211,216,217,218,220,221,225,229,230,233,234,235,240,242,247,248,249,251,253,254,256,257,262,265,266,271,272,276,278],Their:155,Then:[24,169],There:[39,43,50,69,78,79,170,180,248],These:[9,13,39,42,50,55,69,77,78,79,82,95,106,137,218],Use:[39,69,78,79,85,168,215],Used:[10,41,72,77,86,87,88,89,115,194,220,257],Useful:171,Uses:[2,24,82,230],Using:[61,180,251],Will:[152,166,254],With:[50,159,240],__all__:2,__call__:227,__class__:251,__init__:[106,227,235,240,251,272],__main__:169,__name__:265,__no_artifacts_staged__:113,__regex_all_group:248,__scatter__:63,_add_argparse_arg:106,_all_fram:9,_avrosourc:[24,41],_base:274,_bundlefinalizerparam:230,_context:47,_gener:56,_get_sample_size_from_est_error:243,_groupbykeyonli:155,_id:[10,81],_imageannotatefn:103,_input:9,_intervalwindowbas:249,_jsontodictcod:50,_list:45,_logger:271,_match:215,_mutat:[61,69],_naivespannerreaddofn:69,_namespac:233,_num_query_splits_max:61,_paralleltriggerfn:246,_paramet:109,_parquetsourc:82,_picklecoderbas:2,_pipelin:180,_processelementsevalu:152,_ptransform:47,_py:111,_random:216,_read_cach:180,_restrictiondofnparam:230,_shared_handl:272,_sharedmap:272,_source_class:86,_statedofnparam:230,_teststream:154,_timerdofnparam:230,_videoannotatefn:101,_watermarkcontrol:154,_watermarkestimatorparam:230,_write_cach:180,a12345:203,a7syug:59,a_dicom_stor:67,abc123:67,abc:[67,78,106,195],abil:251,abl:[9,19,45,50,52,69,81,90,131,136,160,162,230],about:[43,50,55,77,89,94,164,165,169,171,195,216,230,242,265],abov:[6,13,50,67,69,77,85,106,166,170,248],absent:170,absolut:[43,44,196],abstractdofnwrapp:259,acapulco:50,accept:[10,24,50,69,77,82,86,101,103,216,230,240,248,251],access:[18,31,39,42,44,45,56,71,76,77,80,93,94,106,108,149,166,170,171,173,178,180,194,195,230,242,247,278],accessdeni:271,accessionnumb:67,accessor:128,accord:[31,39,43,71,80,85,137,211,249],accordingli:77,account:39,accumul:[92,107,230,246,259],accumulatingruntimest:247,accumulation_mod:230,accumulationmod:[230,246],accur:77,achiev:[13,213],ack_id:220,acquir:272,across:[2,61,77,149,180,196,230,248,272],act:[112,137,140,155,273],action:254,activ:[115,124],actual:[8,9,10,13,22,44,82,109,166,186,215,221,230,240,246],actual_pipelin:186,actual_pipeline_proto:186,acycl:278,adapt:59,adaptive_throttl:[23,48,57,58,278],adaptivethrottl:59,add:[12,50,52,55,65,81,106,109,148,160,169,170,185,188,218,230,233,240,247,248,251,256],add_additional_bq_job_label:53,add_argu:106,add_artifactretrievalserviceservicer_to_serv:112,add_artifactstagingserviceservicer_to_serv:112,add_beamfncontrolservicer_to_serv:115,add_beamfndataservicer_to_serv:115,add_beamfnexternalworkerpoolservicer_to_serv:115,add_beamfnloggingservicer_to_serv:115,add_beamfnstateservicer_to_serv:115,add_beamfnworkerstatusservicer_to_serv:115,add_el:[187,218],add_expansionserviceservicer_to_serv:114,add_experi:106,add_extra_args_fn:106,add_fil:29,add_input:[230,259],add_jobserviceservicer_to_serv:117,add_legacyartifactretrievalserviceservicer_to_serv:112,add_legacyartifactstagingserviceservicer_to_serv:112,add_provisionserviceservicer_to_serv:118,add_requir:194,add_teststreamserviceservicer_to_serv:119,add_timestamp:229,add_timestamp_info:248,add_window_info:248,added:[31,43,45,71,76,80,81,86,93,211,218,230,246],adding:[67,180],addit:[23,48,55,77,86,89,99,101,103,106,115,149,159,160,180,217,230,240,242,260,262,265,278],addition:[6,24,55,82,276],additional_bq_paramet:[50,52],additional_create_paramet:55,additional_load_paramet:55,additional_pipeline_arg:217,additionali:251,address:[37,39,77,78,79,235],adjust:[43,44,77,82],advanc:[90,144,162,218],advance_bi:[144,218],advance_dur:176,advance_processing_tim:[187,218],advance_tim:144,advance_watermark:187,advance_watermark_to:218,advance_watermark_to_infin:218,advanced_analyt:102,advantag:50,affect:90,afford:230,aforementen:9,after:[22,31,40,43,45,59,61,69,71,72,76,77,80,82,85,86,89,107,109,137,139,145,148,149,152,170,218,230,239,246,271,275,278],afteral:246,afterani:246,aftercount:246,aftereach:246,afterprocessingtim:246,afterwatermark:246,again:[59,109,139,213,256],against:[39,43,45,107,217,221,259],age:82,agg:12,aggreg:[12,107,146,151,195,227,230],aggregate_field:230,aggregated_valu:195,aggregator_or_nam:[149,195],agnost:167,agre:77,aka:249,alert:[131,188],algorithm:59,alia:[36,39,79,89,130,147,196,216,221,230,247,262],aliv:[171,272],all:[8,10,12,13,15,22,31,32,40,43,45,50,52,55,61,67,69,71,76,77,80,83,89,90,106,107,109,112,117,124,131,134,136,139,149,155,157,159,160,162,169,170,173,175,176,180,183,187,188,195,208,211,217,218,219,221,225,226,227,230,233,239,243,246,248,249,251,267,271,272,273,275],all_match:248,all_metr:[136,214],all_pcollect:178,all_us:69,allel:89,allow:[9,10,42,44,50,61,63,64,69,77,93,94,112,115,131,169,170,171,215,216,230,233,240,247,249,251,262,271],allow_empty_match:42,allow_if_wildcard:42,allow_malformed_record:89,allow_non_parallel_oper:10,allow_proto_hold:[109,194],allowed_l:230,alreadi:[31,43,44,45,50,69,71,76,77,80,81,109,169,170,180,275],also:[2,11,13,37,40,50,67,69,77,82,94,103,109,115,146,149,159,162,170,180,186,195,196,230,240,246,248,251,266,269,271,276],alter:266,alter_label_if_ipython:266,altern:[64,82,89,240,248,265],alternate_bas:89,although:77,alwai:[2,6,44,50,77,83,166,169,170,171,173,180,188,230,240,246,265,269],alyssa:24,ambigu:256,among:232,amort:248,amount:[39,44,64,77,78,79,85,98,99,124,160,213,230,232,248],analys:257,analysi:178,analyz:[6,164,170,178,180],ancestor:64,anchor:166,and_latest_vers:160,ani:[2,3,9,10,12,22,24,31,36,42,43,44,45,50,51,52,55,61,69,71,74,76,77,80,82,89,106,124,149,152,157,159,169,170,180,188,195,196,208,223,230,232,233,242,246,247,249,251,254,257,262,265,267,270],annot:[99,101,103,124,217,235,240,251,264,278],annotateimag:103,annotateimagewithcontext:103,annotatetext:99,annotatetextrequest:99,annotatevideo:101,annotatevideowithcontext:101,annotationbasedpayloadbuild:235,annotationstest:261,anonym:[170,173,188],anoth:[2,106,109,131,152,272],any_msg:270,anymor:166,anyth:[42,133,142],anytypeconstraint:262,anywai:230,apach:[37,39,42,52,65,77,78,79,83,84,90,102,137,230,233,235,246,273,277],apache_beam:278,apache_repositori:273,api:[2,4,19,50,55,61,66,67,69,72,74,77,93,99,101,103,109,110,171,180,192,193,194,195,196,211,219,225,230,233,235,247,265,278],api_cor:103,apicli:136,apitool:50,app:72,appear:[89,102,230,251],append:[43,55,77,115,180,217],append_trailing_newlin:86,appenddestinationsfn:55,appendix:273,appengin:72,appli:[8,12,14,43,59,64,69,77,99,106,109,131,134,135,137,150,170,171,180,186,195,218,229,230,240,249,251,266],applic:[24,31,32,40,42,43,45,69,71,72,76,79,80,82,155,169,170,173],applied_ptransform:[109,137,140,145,149,150,152,155,157],applied_transform:259,appliedptransform:[109,145,149,156,157],apply_and_run:134,apply_groupbykei:137,apply_ptransform:195,apply_window:239,apply_xyz:195,applymap:12,applypartitionfnfn:230,approach:240,appropri:[19,50,149],approxim:[77,90,139,223,243],approximatequantil:243,approximateuniqu:243,arbitrai:232,arbitrari:[131,162,185],arbitrarili:[77,160],arch:234,area:[166,170],arg1:265,arg2:265,arg:[9,10,12,22,50,54,106,150,151,152,160,162,184,187,203,211,216,230,253,254,259,260,265,268,271,273,274],arg_hint:251,arg_nam:107,argpars:106,args_for_invok:152,args_to_kwarg:11,argument:[2,10,14,22,24,32,43,49,50,55,72,76,77,81,82,86,87,93,106,107,109,131,137,160,185,216,217,221,227,229,230,233,235,240,243,248,251,254,262,265,271,272,273,276],argumentplacehold:22,argv:[49,54,60,75,106,109,135,136,213,216,217],arithmet:[229,275],around:[52,131,259],arrai:[39,47,79,209],arriv:[246,249],artifact:[112,120,234,235],artifact_id:273,artifact_servic:235,artifactresponsewrapp:112,artifactretrievalservic:112,artifactretrievalserviceservic:112,artifactretrievalservicestub:112,artifactstagingservic:112,artifactstagingserviceservic:112,artifactstagingservicestub:112,as_cloud_object:2,as_deterministic_cod:2,as_dict:211,as_json:188,as_read:230,as_singleton_view:230,as_view:230,ascertain:69,ascii:[21,86],asdict:[50,101,103,131,241],asid:162,asit:[131,241],ask:[115,139,230],aslist:[50,131,241],aspect:[77,176],assert:[85,186,209,221],assert_pipeline_equ:186,assert_pipeline_proto_contain_top_level_transform:186,assert_pipeline_proto_equ:186,assert_pipeline_proto_not_contain_top_level_transform:186,assert_reentrant_reads_succe:85,assert_sources_equal_reference_sourc:85,assert_split_at_fraction_behavior:85,assert_split_at_fraction_binari:85,assert_split_at_fraction_exhaust:85,assert_split_at_fraction_fail:85,assert_split_at_fraction_succeeds_and_consist:85,assert_that:[217,221],assertfals:214,assertreturntyp:258,assertsourcesequalreferencesourc:85,assertsplitatfract:85,assertsplitatfractionbehavior:85,assertsplitatfractionexhaust:85,assertunhashablecountequ:209,assideinput:[50,131,145],assign:[77,152,166,170,173,180,211,230,239,249],assign_context:249,assign_window:120,assigncontext:249,assigntimestamp:211,assingleton:[131,241],associ:[6,50,61,64,77,89,90,112,114,115,119,131,139,180,221,229,230,233,240,248,249,272],assum:[77,79,85,86,90,162,230,243],assumpt:[162,164],asynchron:[77,149,159,166],atom:[52,77],attach:[69,170],attempt:[59,69,77,99,139,150,159,214,225,235,248,251,274],attempt_cal:150,attempt_to_cancel_background_caching_job:159,attempt_to_run_background_caching_job:159,attempt_to_stop_test_stream_servic:159,attr:[50,217],attribut:[36,44,50,55,74,86,131,167,220,230,242,249],auction:[201,202,203,205,206,207],auth:[16,17,278],authent:[18,39],author:[69,201,202,230],auto:[31,40,41,43,45,71,76,80,86,87,89,109,166,185,266,273],automat:[39,61,99,111,159,169,230],avail:[39,43,50,55,69,72,77,78,79,89,94,112,131,137,162,167,171,221,230,233,249,278],averag:[65,224],avoid:[43,50,52,55,77,170,232,249,262],avro:[24,39,42,50,51,55,208],avro_convers:50,avro_record:[0,278],avrogenericcod:[1,2],avroio:[23,77,278],avroio_test:85,avrorecord:[1,2],avrorowwrit:55,avrosink:42,await_complet:150,awar:275,aws:[23,278],axi:12,b12345:203,back:[2,8,9,50,171,173,188,219,256],backend:171,backgrond:159,background:[9,159,169,170,180,195],background_caching_job:[132,158,170,278],background_caching_pipeline_proto:180,backgroundcachingjob:159,backoff:271,backward:[2,3,5,16,17,18,19,20,21,22,33,36,37,42,43,51,52,55,62,63,69,72,77,78,79,81,82,93,107,109,110,111,129,130,133,139,142,143,144,145,150,155,156,157,159,164,165,166,167,168,169,170,171,175,176,177,178,179,180,186,194,208,218,220,222,234,235,240,241,246,247,248,254,257,259,264,265,266,267,268,269,270,271,275,276],bad:50,bag:247,baginstateoutputaftertim:225,bagruntimest:[148,247],bagstatespec:247,bar:[43,82],barrier:216,base64:[21,50,101,103,139],base:[1,2,3,4,5,6,9,10,11,12,13,14,15,22,24,28,29,30,31,32,33,36,37,39,40,41,42,43,44,45,47,50,52,53,54,55,56,59,60,61,63,64,65,66,67,69,71,72,73,74,76,77,78,79,80,81,82,83,84,86,87,88,89,90,92,93,94,95,98,99,100,101,102,103,104,106,107,108,109,112,113,114,115,117,118,119,120,124,127,130,131,134,135,136,137,139,140,141,143,144,145,146,147,148,149,150,151,152,153,155,156,157,159,160,162,164,165,166,167,168,169,170,171,173,175,176,177,178,179,180,183,184,187,188,192,194,195,196,201,202,203,209,211,214,215,216,217,218,219,220,221,225,227,229,230,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,251,252,255,256,257,258,259,260,261,262,263,265,267,269,271,272,273,274,275,276],base_match:[107,214,215],base_typ:11,base_url:[76,184],basematch:[107,214,215],basepath:[31,43,45,71,80],basetestcas:184,basi:248,basic:[19,82,188,229,233,249],batch:[42,50,52,69,77,82,103,147,230,248,249,278],batch_siz:[50,81,248],batchabl:69,batchapi:69,batchel:[103,248],beam:[2,4,8,9,11,15,24,36,37,39,42,44,50,52,56,64,65,67,69,77,78,79,82,83,84,90,95,101,102,103,109,120,124,127,128,131,137,141,153,159,160,162,167,169,170,171,175,176,177,186,188,208,216,217,221,230,235,242,246,247,248,251,253,265,266,271,272,273,276,277],beam_artifact_api_pb2_grpc:[110,111,278],beam_artifact_api_pb2_urn:[110,111,278],beam_expansion_api_pb2_grpc:[110,111,235,278],beam_fn_api:195,beam_fn_api_pb2_grpc:[110,111,278],beam_group_id:273,beam_interactive_api_pb2_grpc:[110,111,278],beam_job_api_pb2_grpc:[110,111,278],beam_job_id:53,beam_provision_api_pb2_grpc:[110,111,278],beam_runner_api_pb2:276,beam_runner_api_pb2_grpc:[110,111,219,278],beam_runner_api_pb2_urn:[110,111,278],beam_servic:273,beamassertexcept:221,beamconst:120,beamdataframedoctestrunn:9,beamdeprecationwarn:265,beamerror:15,beamfncontrol:115,beamfncontrolservic:115,beamfncontrolstub:115,beamfndata:115,beamfndataservic:115,beamfndatastub:115,beamfnexternalworkerpool:115,beamfnexternalworkerpoolservic:115,beamfnexternalworkerpoolstub:115,beamfnlog:115,beamfnloggingservic:115,beamfnloggingstub:115,beamfnstat:115,beamfnstateservic:115,beamfnstatestub:115,beamfnworkerstatu:115,beamfnworkerstatusservic:115,beamfnworkerstatusstub:115,beamioerror:[31,43,45,71,76,80],beamjarexpansionservic:235,beamplugin:[43,168,267],bean:[2,276],becaus:[52,77,124,159,162,164,180,230,256,265],becom:[24,69,77,137,170,230],been:[9,52,55,77,112,159,160,170,175,180,196,218,227,230,248,249,251,253,274],befor:[39,52,77,78,79,81,85,86,90,112,137,139,155,160,180,185,215,217,230,246,249,251,271,278],beforehand:169,begin:[24,77,82,86,87,139,248],behalf:115,behav:[24,60,82,86,87,239],behavior:[43,50,55,77,85,131,195,216,223,230,251,254,265],behaviour:[85,216],behavor:131,behind:131,being:[11,42,50,53,77,89,139,149,166,171,221,227,230,246,248],belong:[67,109,131,147,152,230,233,240,266],below:[6,39,50,56,60,61,77,78,79,82,169,216,230,271],benchmark:[197,223,225,227,278],benchmark_suit:227,benchmarkconfig:227,benefici:61,best:[36,55,74,77,162,230,248],better:[77,89,265],between:[43,45,47,50,55,59,67,81,83,85,94,115,136,139,147,180,186,187,196,216,243,248,249,256,269,271],beyond:[36,74,77],bid:[201,202,203,206],bidder:[201,203],big:49,big_query_query_to_table_pipelin:[23,48,278],bigger:82,bigqueri:[23,48,49,51,52,55,106,211,278],bigquery_api_servic:106,bigquery_avro_tool:[23,48,278],bigquery_file_load:[23,48,278],bigquery_io_metadata:[23,48,278],bigquery_io_read_pipelin:[23,48,278],bigquery_job_label:50,bigquery_tool:[23,48,50,278],bigquerybatchfileload:52,bigquerycli:211,bigquerydisposit:50,bigqueryio:53,bigqueryiometadata:53,bigqueryjobtyp:55,bigquerymetricspublish:211,bigqueryread:55,bigquerysink:[50,55],bigquerysourc:50,bigqueryv2:55,bigquerywrapp:55,bigquerywrit:55,bigtabl:[56,77],bigtableio:[23,48,278],bigtablewritefn:56,billingnoten:271,binari:[82,85],binary_add:254,binary_and:254,binary_divid:254,binary_floor_divid:254,binary_lshift:254,binary_modulo:254,binary_multipli:254,binary_or:254,binary_pow:254,binary_rshift:254,binary_subscr:254,binary_subtract:254,binary_true_divid:254,binary_typ:[101,103],binary_xor:254,bind:[10,262],bind_type_vari:262,blob:63,block:[24,77,82,137,162,171,179,195,217],block_until:149,bodi:[77,170,276],book:59,bool:[19,24,41,50,55,59,82,85,86,89,99,109,120,164,171,208,217,227,230,233,246,251,256,262],bool_opt:217,booleancod:2,bootstrap:188,bootstrapcdn:188,border:188,both:[2,41,42,50,55,69,74,77,85,98,108,159,184,240,243,251,265,278],bother:151,boto3:28,boto3_cli:[23,25,26,27,278],bottleneck:230,bottom:254,bottom_n_doubl:124,bottom_n_double_typ:124,bottom_n_int64:124,bottom_n_int64_typ:124,bound:[10,37,42,43,44,69,77,169,180,230,246,249,257,271,278],boundari:[42,77,139],bounded:77,boundedsourc:[33,41,77,85,88,137,140,216],boundedwindow:249,boundmethod:257,box:167,bq_dataset:211,bq_tabl:211,bring:169,brows:52,bson:81,bucket:[28,29,30,32,39,50,59,72,107],bucket_m:[59,65],bucket_nam:72,bucketnam:[67,107],buffer:[2,32,43,44,67,72,82,148,155,225,230,248],buffer_s:[32,50,55,67],build:[39,75,78,79,109,111,141,159,171,179,187,216,217,235,272,278],build_class:254,build_console_url:141,build_list:254,build_list_unpack:254,build_map:254,build_pipeline_instru:180,build_slic:254,build_tupl:254,build_tuple_unpack:254,build_tuple_unpack_with_cal:254,built:[9,39,78,79,141,153,179,235,240,246,248,249,251,262],builtin:[230,254],bulk:230,bulk_writ:81,bundl:[24,33,41,69,77,81,82,86,115,124,143,146,149,150,151,155,230,248],bundle_factori:[132,142,149,278],bundle_id:77,bundlebaseddirectrunn:[147,148],bundlefactori:143,bundlefinalizerparam:230,bundlefunct:124,burden:50,burstypool:69,byte_arrai:5,byte_array_deseri:79,byte_array_seri:79,byte_array_to_json_str:137,byte_fil:67,byte_offset:139,bytearrai:44,bytearraydeseri:79,bytearrayseri:79,bytearraytojsonstr:137,bytecod:254,bytecountingoutputstream:5,bytes:69,bytescod:[2,87],bytestr:256,bzip2:43,cach:[50,132,137,141,151,158,159,160,165,166,169,170,171,176,178,180,186,187,219,235,272,273,278],cache_dir:[160,162,273],cache_format:160,cache_kei:180,cache_label:[160,178],cache_manag:[132,158,162,164,170,178,187,278],cacheabl:180,cacheable_kei:180,cacheable_var_by_pcoll_id:180,cached_pcollect:165,cachekei:180,cachemanag:[160,162,164,178,187],caches_us:178,calcul:[69,124,224,227,243],call:[3,6,40,42,44,50,56,59,67,69,70,72,77,83,89,107,109,112,117,139,150,152,195,196,220,230,233,240,246,248,268,271,272,276],call_credenti:[112,114,115,117,118,119],callabl:[2,13,14,21,50,188,195,223,227,230,247,248,251,257,271,276],callableptransform:240,callabletask:150,callablewrappercombinefn:[230,246],callablewrapperdofn:230,callablewrapperpartitionfn:230,callback:[3,77,83,106,109,149,150,195],caller:[59,77,152],callservic:273,can:[2,6,8,10,19,21,22,24,32,33,36,39,41,42,43,45,47,50,52,54,55,56,61,67,69,74,77,78,79,82,83,85,86,87,90,106,109,115,131,137,149,152,156,159,168,169,170,171,173,180,183,186,187,195,196,215,216,217,218,223,227,230,233,235,239,240,242,248,249,251,253,257,262,265,266,269,271,272,275,276],can_accept:52,canada:50,cancel:[50,117,159,171,195,213],cannot:[15,36,74,77,95,137,139,180],cap:61,capabl:[77,169,234,278],capit:262,captur:[159,169,175,176,180,211,240],capturable_sourc:[159,169],capture_control:[132,158,174,177,278],capture_dur:169,capture_limit:[132,158,174,278],capture_path:162,capture_s:162,capture_size_limit:169,capturecontrol:175,car67:203,care:[50,165,232],cat:101,categori:[67,201,203,262],caus:[69,232,246,265],cbf:77,cbt:56,ceas:218,ceil:216,cell:[50,56,69,91,164,166,170,185,247,266,278],certain:[61,77,141,147,203,232],chain:[170,240],chanc:[230,248],chang:[61,74,92,115,117,149,159,164,170,225,256,265,278],channel:[31,43,45,71,80,112,114,115,117,118,119,124,235],channel_credenti:[112,114,115,117,118,119],chapter:59,charact:[21,43,86,107,160,248],character_mask_config:98,charg:[136,146],check:[10,21,31,43,45,50,71,76,77,80,85,102,108,109,131,149,159,170,180,187,221,227,233,243,251,259,262],check_access:108,check_cal:268,check_compil:227,check_don:[77,84,196],check_output:268,checkpoint:[77,152,196,216,248],checksum:[31,32,43,45,71,72,76,80,215],choic:232,choos:[41,67,77],chosen:[61,77,271,273],chr20:89,chunk:[43,45,50,56,112,216,249],chunk_siz:[31,43,71],citi:[201,203],claim:[77,83],classifi:273,classmethod:[2,11,31,43,45,69,71,73,76,80,83,106,108,109,137,168,195,233,234,235,240,249,267,273,275,276],claus:185,clean:[77,159,160,170,183,220,230],clean_up_temporary_dataset:55,cleanup:[159,160,162,170,183,184,187,202,220],cleanup_subscript:220,cleanup_top:220,clear:[115,148,152,160,162,164,170,246,247],clear_bit:247,clear_pvalu:195,client:[18,20,23,25,32,43,50,55,59,61,62,63,66,67,69,72,73,77,103,112,114,115,116,117,118,119,121,122,123,125,126,273,278],client_ent:64,client_kei:64,client_opt:103,clientopt:103,clock:[132,142,149,157,162,176,220,248,271,278],clone:[39,64,78,79,109],close:[31,40,43,44,45,55,71,77,80,83,90],closure_typ:257,cloud:[2,36,39,50,56,60,61,62,63,64,67,69,72,73,74,98,99,101,103,106,107,133,137,139,220],cloud_dlp:[96,97,278],cls:[2,106,237,238,270],cluster:50,cmd:[203,273],co_nam:254,code:[6,22,30,43,67,77,85,148,169,170,180,185,186,188,203,227,230,240,247,262,266,271],codec:[24,82],codepath:225,coder:[21,40,50,55,77,78,86,87,120,124,139,160,162,180,188,218,223,230,235,242,247,278],coder_benchmark_factori:223,coder_id:194,coder_id_from_element_typ:194,coder_proto:2,coderbas:6,coderimpl:2,coderregistri:2,coders_context:2,coders_microbenchmark:[222,278],coexist:265,cogroupbykei:[216,248],col:[8,12],cold:230,coll:81,collect:[2,52,69,81,90,93,94,169,211,223,227,232,243,278],collis:94,column:[69,82,208,242],com:[20,21,39,50,56,59,61,63,66,67,69,72,99,101,103,106,107,137,188,203,230],combin:[31,42,43,45,71,76,80,148,151,155,180,228,230,246,247,249,278],combine_fn:[151,230,247],combine_glob:120,combine_grouped_valu:120,combine_op:246,combine_payload:230,combine_per_kei:120,combine_per_key_convert_to_accumul:120,combine_per_key_extract_output:120,combine_per_key_merge_accumul:120,combine_per_key_precombin:120,combinecompon:120,combinefn:[229,230,247,259],combinefnprocesscontext:230,combineglob:230,combineperkei:[151,230],combinerwithoutdefault:229,combinevalu:[137,140,230],combinevaluesptransformoverrid:[137,140],combiningvalu:247,combiningvalueruntimest:[148,247],combiningvaluestatespec:247,combiningvaluestatetag:246,combnin:230,come:[18,50,55,67,162,169,170,180,265],comma:50,command:[30,39,50,78,79,106,203,217,234,273],command_str:234,comment:[109,112,114,115,119,230,272],commit:[77,112,145,148,149,214,247],commit_log:146,commit_phys:146,commitmanifest:112,commitmanifestrespons:113,common:[20,24,50,55,56,77,79,82,86,87,128,134,146,170,196,211,230,259,266,275],common_urn:[110,278],commun:[173,233],compact:[230,259],compar:[77,83,215,229,243],compare_op:254,comparison:[9,183],compat:[2,3,5,16,17,18,19,20,21,22,33,36,37,42,43,45,51,52,55,62,63,69,72,77,78,79,81,82,93,107,109,110,111,129,130,133,139,142,143,144,145,150,155,156,157,159,164,165,166,167,168,169,170,171,175,176,177,178,179,180,186,194,208,218,220,222,229,230,234,235,240,241,246,247,248,254,257,259,264,265,266,267,268,269,270,271,275,276],compil:[2,45,227,248],complet:[2,28,44,50,61,64,65,77,98,99,124,139,149,150,159,162,170,195,217,218],complete_multipart_upload:[28,29],completed_bundl:149,completed_committed_bundl:157,completed_tim:[149,157],completed_work:77,completemultipartuploadrequest:30,completion_callback:150,complex:[77,82,262],complex_operation_returning_xyz:6,compli:[24,41],complianc:50,compliant:275,complic:254,compon:[2,4,31,36,43,45,64,71,74,76,80,159,169,180,233],component_id_map:194,composit:[6,77,120,195,221,249,257,262],compositetypehint:[251,262],compress:[24,31,41,42,43,45,55,71,77,80,82,86,87,89,112,114,115,117,118,119],compress_point:251,compressedfil:43,compression_typ:[31,40,41,42,43,45,71,76,80,86,87,89],compressionsuffix:42,compressiontyp:[40,41,43,45,86,87,89],comput:[8,9,10,15,22,39,50,78,79,106,109,137,159,170,171,180,195,215,220,229,230,240,248,278],compute_api_servic:106,compute_hash:220,compute_table_nam:50,computed_pcollect:170,computedexpress:10,concat:33,concat_posit:139,concat_sourc:[23,278],concaten:[139,188],concatposit:139,concatrangetrack:33,concatsourc:33,concept:[50,77,234,249,278],conceptu:[77,109,248],concret:[10,195,230],concrete_typ:262,concurr:[50,77,85,274],condens:[229,230],condit:[77,159,176],conduct:[81,184],config:[47,98],configur:[37,50,54,61,76,79,81,82,98,106,109,152,159,170,177,217,234,235],confirm:60,conflict:[77,262],conform:99,conjunct:13,connect:[39,44,76,78,79,81,106,166,170,230,273],connection_init_sql:78,connection_properti:78,connector:[56,61,65,67,69,101,103],consecut:[143,249],consid:[13,24,43,59,77,82,90,109,173,230,232,246,248],consist:[2,13,21,50,69,77,85,89,94,107,137,146,149,155,160,166,229,230],consol:[141,211],consolemetricspublish:211,consolid:95,const_typ:257,constant:[10,51,55,113,120,124,127,130,230,248],constantexpress:10,constrain:[24,82,86],constraint:[13,118,251],construct:[2,10,20,24,39,50,53,69,78,79,82,86,87,93,114,131,139,149,150,194,195,208,217,272],construct_t:272,constructor:[2,69,112,114,115,117,118,119,131,164,165,167,171,178,179,234,240,272,276],constructor_fn:272,consum:[77,79,145,170,248],consumed_split_point:139,consumer_config:79,consumer_tracking_pipeline_visitor:[132,142,278],consumertrackingpipelinevisitor:145,contain:[6,19,21,22,24,31,43,44,45,50,55,61,65,69,71,74,77,79,80,82,85,86,87,92,95,101,103,106,109,112,131,149,152,159,160,186,209,215,217,220,222,229,230,233,240,248,249,251,262,264,270,272],container_imag:234,content:[28,29,31,32,42,43,45,60,71,80,86,89,98,99,112,149,162,165,215,216,220,221,248,270],context:[2,9,47,50,51,74,77,92,101,103,109,112,114,115,117,118,119,131,149,169,188,218,219,220,230,234,235,240,246,247,249,269,273,276],context_side_input:[101,103],contian:192,continu:[77,85,166,249,269],continuation_token:30,contrast:159,control:[55,69,90,115,143,159,170,175,177,192,216,230,246,265,271],conveni:[19,50,65,69,230],convent:[43,249],conver:8,convers:[19,50,67,253],convert:[2,7,19,20,23,39,42,48,51,55,82,83,106,160,170,173,180,188,206,230,233,248,253,270,275,276,278],convert_row_to_dict:55,convert_to_beam_typ:253,convert_to_typing_typ:253,coordin:[180,251],copi:[28,29,31,32,39,43,45,52,55,71,72,76,80,180,216,230,235,257],copy_and_mut:11,copy_batch:72,copy_path:32,copy_tre:32,copyrequest:30,copytre:72,core:[52,54,55,107,134,135,151,152,196,203,211,214,215,216,225,228,239,247,259,260,278],correct:[43,45,61,85,154,160,162],correctli:[77,162,230],correl:180,correspond:[2,19,24,50,82,89,112,114,115,116,117,118,119,121,122,123,125,126,137,160,164,168,180,184,216,235,248,251,254,257,262,275,276],corrupt:230,cost:[225,248],could:[2,14,61,63,67,77,109,166,170,173,196,230,248,253,269,272,276,278],count:[24,54,62,65,82,86,87,88,92,94,95,124,134,135,165,176,211,227,229,242,246,254],count_tag:246,count_valu:214,countcombinefn:246,counter:[93,94,95,149,156,211,214,254],counter_metr:211,countermetr:211,countingsourc:88,countlimit:176,countmessag:211,countri:50,coutner:95,coverag:85,cprofil:269,cpu:124,cpython:254,crash:230,creat:[8,9,20,21,24,31,33,36,39,41,43,45,50,53,55,56,60,62,63,67,69,71,72,74,76,77,78,79,80,81,82,89,93,94,95,100,101,102,103,104,106,109,130,131,137,140,143,149,155,165,166,167,169,170,180,184,195,196,202,211,216,220,221,223,227,229,230,233,234,237,238,240,242,245,246,247,248,249,251,252,254,257,258,259,260,261,263,266,268,270,272,273,275],create_accumul:[230,259],create_bigquery_io_metadata:53,create_bucket:72,create_bundl:[143,149],create_client_ent:62,create_disposit:[50,52,55],create_empty_committed_bundl:[143,149],create_ent:62,create_from:233,create_from_opt:233,create_if_abs:170,create_if_need:[50,55],create_label:95,create_monitoring_info:95,create_multipart_upload:[28,29],create_nev:[50,55],create_pull_respons:220,create_sourc:[228,278],create_temp_fil:220,create_temporary_dataset:55,create_track:[216,230,239],create_transact:69,create_view:120,create_watermark_estim:[77,196,230],createptransformoverrid:[137,140],creation:[24,41,82,86,87,89],credenti:[18,66,67,69],credit_card:[201,203],criteria:[28,152],critic:225,cross:[39,78,79,137,235,268],crossorigin:188,crucial:67,css:188,csv:[39,42,55,77],csv_mapper:39,csvsink:42,cummax:12,cummin:12,cumprod:12,cumsum:12,cumul:269,current:[21,39,41,42,43,44,50,74,77,78,79,82,83,86,95,106,109,117,131,136,139,146,149,152,159,160,166,169,170,173,180,195,196,211,218,230,239,242,265,266],current_env:[170,173],current_offset:77,current_posit:77,current_progress:[77,84,196],current_restrict:[77,84,196],current_tim:144,current_value_accessor:148,current_watermark:[77,90,196],cursor:77,curv:169,custom:[6,9,22,39,40,42,50,69,77,78,79,109,195,211,215,216,217,230,240,249,251,262,265],custom_gcs_temp_loc:[50,52],custom_messag:265,custommapp:240,customtransform:240,cut:180,cycl:164,dag:[109,195],dai:50,daili:50,danger:188,danoliveira:273,dark:188,data1:209,data2:209,data:[4,5,6,13,23,32,36,39,41,42,43,44,45,48,49,52,55,56,59,61,67,69,74,77,79,81,82,85,89,90,92,98,101,103,106,109,115,124,131,159,166,169,170,171,173,175,176,180,208,213,216,220,221,225,230,233,242,243,246,249,257,278],data_buffer_time_limit_m:234,data_channel:124,data_channel_read_index:124,databas:[39,69,77,78,81,211],database_id:69,dataclass:235,dataclassbasedpayloadbuild:235,dataflow:[2,15,18,19,49,50,54,55,77,79,106,107,131,132,195,225,246,278],dataflow_cli:136,dataflow_endpoint:106,dataflow_exercise_metrics_pipelin:[132,133,278],dataflow_exercise_streaming_metrics_pipelin:[132,133,278],dataflow_metr:[132,133,278],dataflow_runn:[132,133,141,278],dataflowapplicationcli:136,dataflowmetr:136,dataflowpipelineresult:[136,137],dataflowrunn:[133,136,137,140,141,202],datafram:[82,169,188,278],dataframetransform:14,dataset1:50,dataset:[50,55,67,169,211],dataset_2:50,dataset_id:[55,66,67],datasetid:55,datastor:[23,48,278],datastore_write_it_pipelin:[23,48,57,58,278],datastoreio:[23,48,57,58,278],datat:170,datatyp:50,datatype_infer:[197,278],date:[50,55,211],datetim:[50,69,233,275],db_name:[69,211],dcm:67,dcm_file:[66,67],dead:50,deadlett:50,deal:[77,230],debug:[115,202,257],debugopt:[106,107],dec:94,decapret:265,decid:[24,77,82,86,152,164,167,168,171],decim:50,decod:[2,4,6,50,55,86,87,160,188,218,221,223],decode_from_byt:6,decode_nest:2,decomposit:77,decompress:[41,43,77],decor:[2,6,188,220,230,235,240,247,250,252,261,263,265,271,276,278],decorators_test_py3:[250,278],decoratorstest:252,decreas:77,decrement:94,deduc:[131,179,257],deduce_frag:179,dedupl:[36,50,74,228,278],deduplicateperkei:232,def:[6,39,50,106,169,185,227,240,247,251,265,272],default_desired_bundle_s:[24,82,86],default_docker_imag:234,default_edge_attr:167,default_encod:55,default_environ:[109,137,194],default_environment_id:194,default_file_copy_fn:269,default_file_nam:42,default_io_expansion_servic:[39,79],default_label:[229,230,235,240],default_output_cod:[33,77,216],default_provid:90,default_runn:106,default_type_hint:[151,230,240,251],default_valu:[108,131],default_vertex_attr:167,default_window_mapping_fn:241,defaultrootbundleprovid:155,defaulttrigg:246,defer:[8,9,10,120,196],defer_remaind:196,deferred_residu:196,deferred_statu:196,deferred_tim:196,deferred_timestamp:196,deferred_work:196,deferredbas:[9,11],deferreddatafram:12,deferredfram:[11,12],deferredgroupbi:12,deferredseri:12,defin:[2,6,23,24,39,41,43,45,50,61,74,77,78,82,93,95,106,112,114,115,116,117,118,119,121,122,123,125,126,132,139,159,169,170,173,175,180,203,216,220,230,233,235,240,242,249,250,251,254,262,266],definit:[77,169,170,179,180],deflat:[24,43,55],degre:[61,230],deidentif:98,deidentification_config:98,deidentification_template_nam:98,deidentifyconfig:98,delai:[55,59,230,246,271],delayedbundleappl:196,deleg:[83,93,180],delegatingcount:93,delegatingdistribut:93,delegatinggaug:93,delet:[28,29,30,31,32,43,45,50,60,61,69,71,72,76,80,159,170,220],delete_attr:254,delete_batch:[28,29,72],delete_fast:254,delete_fil:[29,32,220],delete_glob:254,delete_path:32,delete_tre:32,deletebatchrequest:30,deletebatchrespons:30,deletefromdatastor:[61,64],deleterequest:[28,30],deletetablesfn:52,delimit:[55,86,248],deliv:[36,74,78,149],delta:176,delta_sec:187,demand:269,demarc:139,demo:79,denot:230,dens:243,dep:184,depend:[10,42,43,44,45,55,77,112,168,170,180,184,186,230,233,248,267],dependent_real_tim:244,deprec:[77,139,265],deprecatedprimit:120,deprecationwarn:265,depth:[109,257,258],dequ:69,deriv:[63,69,77,160,178,230,240,248,249],descend:[64,228,240],describ:[50,56,76,77,85,106,115,131,139,171,216,230,240,272],describe_mismatch:[214,215],describe_to:[214,215],describepipelineopt:117,descript:[2,21,76,77,107,124,137,139,201,203,214,215,216,230],description1:216,description2:216,descriptor:[42,52,115],deseri:79,deserialize_windowing_strategi:137,design:[109,248],desir:[8,13,24,50,63,77,82,86,160,230,248],desired_bundle_s:[24,33,41,77,82,86,88,216],desired_cache_label:178,desired_num_bundl:216,desired_num_offsets_per_split:84,despit:230,dest:[32,42,52,72,230,269],dest_bucket:30,dest_ids_list:52,dest_kei:30,dest_kms_key_nam:72,destin:[23,31,43,45,50,52,55,71,76,80,278],destination_copy_jobid_pair:52,destination_dict:67,destination_file_nam:[31,43,45,71,76,80],destination_file_pair:52,destination_format:55,destination_jobid_pair:52,destination_load_jobid_pair:52,destination_prefix_nam:42,destination_t:52,detail:[6,39,41,61,64,67,69,77,78,79,86,107,109,133,142,152,164,216,230,240,241,242,251,272],detect:[41,77,86,87,89,98,99,101,103,230],detect_compression_typ:43,determin:[42,43,59,61,65,77,86,89,101,109,152,159,170,229,230,246,247,249,251,266],determinist:[2,6,159,175],dev:69,develop:[41,61,74,107,169,233,278],deviat:248,dialect:[50,242],dicom:[23,48,66,278],dicom_go:67,dicom_store_id:[66,67],dicomapihttpcli:[66,67],dicomcli:[23,48,278],dicomio:[23,48,278],dicomsearch:67,dicomstor:67,dicomweb:67,dicomweb_store_inst:66,dict:[19,31,43,50,51,55,67,71,74,80,81,89,98,101,103,131,160,165,167,173,178,180,195,208,229,233,248,262,272],dict_int_int:223,dict_obj:193,dict_to_struct:193,dictionari:[1,6,14,19,22,24,32,50,52,55,64,72,79,82,95,99,106,155,169,170,173,180,208,211,218,221,227,230,233,253],did:85,diff:[12,184],differ:[2,37,39,41,42,43,45,50,52,61,77,78,79,81,85,86,109,115,139,160,166,170,216,232,256,271,272],digit:[36,50,74],dill:[2,21],dillcod:2,direct:[106,132,230,278],direct_metr:[132,142,278],direct_runn:[132,142,153,278],direct_runner_use_stacked_bundl:143,direct_userst:[132,142,278],directli:[10,50,53,67,77,82,94,131,169,180,230,241],directmetr:146,directopt:106,directori:[31,32,39,43,45,71,72,76,77,80,109,183,220],directpipelineresult:147,directrow:56,directrunn:[106,109,146,147,149,152,154,156,162,202,203,217],directrunneropt:143,directruntimest:148,directstepcontext:149,directunmergedst:149,directuserstatecontext:148,dis:254,disabl:[69,77,230],disable_liquid_shard:216,disable_run_time_type_check:251,disable_type_annot:251,disabling_best_effort_d:50,disallow:42,discard:[106,159,230,246],discourag:265,discuss:59,disk:[50,80],displai:[77,93,106,132,136,139,158,169,171,188,203,228,230,240,278],display_data:[24,40,41,50,52,55,61,69,77,82,106,120,229,230,233,243],display_data_dict:233,display_facet:166,display_graph:167,display_id:166,display_manag:[132,158,163,278],display_pipeline_graph:179,display_plain_text:166,display_timestamp_format:169,display_timezon:169,displaydata:[120,233],displaydataitem:233,displaymanag:164,dispos:230,disposit:[50,55],dist:211,dist_metr:211,distinct:[109,248,272],distinct_on:64,distinguish:131,distrbut:95,distribut:[76,92,93,94,95,211,214,224,230,243],distribution_counter_microbenchmark:[222,278],distribution_doubl:124,distribution_double_typ:124,distribution_int64:124,distribution_int64_typ:124,distribution_paramet:216,distribution_payload_combin:95,distribution_result:214,distributionaccumul:224,distributiondata:95,distributionmatch:214,distributionmetr:211,distributionresult:[92,95],div:[12,188],div_round_up:216,dive:166,divid:[155,249],dlp_pb2:98,dlp_v2:98,do_fn:152,doc:[50,56,67,69,99,101,103,106,107,137,230,242,254],docker:120,dockerenviron:234,dockerrpcmanag:192,docstr:248,doctest:[7,11,278],doctestrunn:9,document:[37,39,41,64,77,78,79,81,82,90,99,106,112,114,115,119,152,170,221,230,242,246,254,272],doe:[32,42,50,55,63,64,69,72,77,86,100,102,104,109,151,159,162,169,184,195,225,230,232,233,237,238,245,252,258,260,261,263,265,269],doesn:[31,43,45,71,72,80,159,170,180,216],dofn:[6,50,52,54,55,56,77,90,131,134,135,137,148,151,152,196,203,211,216,225,230,233,239,240,247,259,260,272],dofninvok:[152,247],dofnprocessparam:230,dofnrunn:[216,230],doing:180,dollar:206,domain:[20,232,244],don:[50,81,151,169,254],done:[9,45,50,55,69,76,77,82,109,149,152,159,180,195,215,249,272],donwstream:248,dooutputstupl:230,dot:[165,167,168],doubl:[65,120,256,271],down:[42,77,230,273,275],download:[32,39,44,78,79,235],downloaderstream:44,downstream:[77,90,225,248],drain:[77,195,230],driver:78,driver_class_nam:78,drop:[59,233],drop_default:106,drop_if_default:233,drop_if_non:233,dropna:12,dry_run:55,dtype:11,duck:6,due:[21,50,77,81,159,170,230],dummi:188,dump:[21,188],dump_sess:21,dup_top:254,dup_topx:254,duplic:[36,50,74,81,170,232],durat:[50,137,160,176,195,196,203,218,232,233,249,275],duration_limit:176,duration_pb2:275,duration_proto:275,durationlimit:176,dure:[15,22,24,28,32,37,39,41,44,50,52,72,74,77,78,79,82,86,87,89,93,94,106,112,115,162,180,196,216,218,230,257,271],dynam:[23,41,50,52,61,77,85,108,109,131,166,170,278],dynamic_plot:166,dynamic_plotting_interv:166,dynamic_split_request:139,dynamic_timer_tag:247,dynamicbatchs:65,dynamicsplitrequest:139,dynamicsplitresult:139,dynamicsplitresultwithposit:139,e2e:[141,153],each:[2,9,24,32,36,39,42,45,50,52,55,59,61,69,72,74,77,78,79,82,85,86,87,89,99,101,103,109,124,134,145,152,166,170,173,176,180,185,203,211,216,218,221,225,227,229,230,232,233,234,235,239,243,248,249,251,254,262,272],earli:[50,159,246,278],earliest:249,easi:230,easier:[43,225],easiest:[39,78,79],ec_point:251,edg:[109,167],edit:230,effect:[44,77,230,240,248],effici:[2,6,8,41,69,77,193,230],effort:[36,55,74,77,162,230],either:[13,39,40,43,44,50,55,64,69,77,78,79,85,89,98,101,103,109,152,156,160,217,230,235,240,243,248,251,253,262,266,272],elantra:203,elem:[77,203],elem_cod:2,element:[2,6,36,42,50,52,54,55,61,69,74,77,81,82,85,86,90,92,101,103,124,131,134,135,151,152,156,157,160,162,166,169,171,176,187,188,196,208,211,213,216,218,221,223,225,226,227,229,230,232,233,239,243,246,248,249,257,259,260,272],element_and_restrict:152,element_cod:[152,218],element_count:124,element_s:216,element_typ:[131,194,257],element_type_from_coder_id:194,elementandrestrict:152,elementev:218,elementlimit:[160,176],elementparam:230,elements_per_period:37,elements_to_df:188,elementwise_express:10,elimin:180,elm:203,els:[42,50,67,139,196,251],elsewher:[139,235],email:[69,201,203],email_address:98,emb:[21,170],embed:120,embeddedpythonenviron:234,embeddedpythongrpcenviron:234,emit:[52,77,115,131,154,162,188,218,221,246,248],emit_tim:225,emit_valu:225,empti:[41,42,47,50,55,61,74,77,131,149,155,173,188,221,230,246,248,257],empty_match_treat:42,emptymatchtreat:42,emptysideinput:131,enabl:[166,170,195],enable_capture_replai:169,enable_run_time_type_check:251,enable_trac:21,encapsul:[69,139],encod:[2,4,5,6,19,21,40,50,55,67,77,86,87,99,101,103,139,160,218,221,223,235,247,276],encode_nest:2,encode_to_byt:6,encoded_:40,encoded_kei:156,encoded_str:137,encoded_table_row:[50,55],encoded_valu:40,encompass:208,encount:44,encrypt:72,end:[24,28,29,32,33,42,43,44,49,77,82,83,86,87,89,90,106,107,139,151,152,166,169,170,171,215,218,221,230,246,248,249,265],end_sess:171,end_timestamp:239,endpoint:[67,103,218,219],endpoint_pattern:107,endpoints_pb2_grpc:[110,111,278],enforc:251,engin:[72,77],enough:[61,69,232],ensur:[50,61,77,232],entail:50,enter:[141,185],enter_composite_transform:259,enter_text:188,entir:[13,50,55,69,77,131,136,137,139,147,162,195,221,230,243,248,249],entiti:[60,61,62,64,102,128],entitywrapp:60,entri:[2,60,65,67,69,115,131,160,170],enumer:129,env:[9,120,234],environ:[20,69,120,124,152,159,166,169,170,173,180,184,185,228,230,266,278],environment_id:230,eof:[43,44],epoch:[31,32,36,43,45,59,65,71,72,74,79,80,144,249,270,275],equal:[44,55,61,77,85,106,233,248],equal_to:[217,221],equal_to_per_window:221,equals_fn:221,equival:[43,45,51,69,77,85,180,186,230,240,248],err_invalid_gcs_bucket:107,err_invalid_gcs_object:107,err_invalid_gcs_path:107,err_invalid_job_nam:107,err_invalid_not_posit:107,err_invalid_project_id:107,err_invalid_project_numb:107,err_invalid_test_matcher_typ:107,err_invalid_test_matcher_unpickl:107,err_invalid_transform_name_map:107,err_missing_gcs_path:107,err_missing_opt:107,error:[2,11,28,30,42,44,50,55,63,67,69,76,77,107,112,214,215,230,243,249,251,257,259,271,274,278],error_messag:[2,55],error_table_for_todai:50,errors_schema:50,escap:160,especi:[170,249,275],essenti:230,estim:[2,77,90,124,139,152,243,248],estimate_s:[2,33,41,77,88,216],estimator_st:[196,230],estimator_state_cod:230,etag:[29,30],etc:[50,55,61,77,93,195,230,240,243,278],euro:206,evalu:[10,22,143,149,150,152,155,156,169,170,175,223,246,275],evaluate_at:10,evaluation_context:[132,142,150,155,278],evaluationcontext:149,even:[41,69,77,169,170,230,246,251,265,271],event:[9,42,50,77,119,154,159,162,166,201,202,203,205,206,207,218,219,246,249],event_count:50,event_time_dur:232,event_time_formatt:166,event_time_sec:187,event_time_u:166,event_timestamp:218,eventrequest:219,everi:[6,50,67,77,85,109,137,164,166,170,176,180,195,214,271],everyth:[31,42,43,45,71,80,81,164,180,235,249],evict:[160,169,170,175],evict_background_caching_job:170,evict_cache_manag:170,evict_cached_source_signatur:170,evict_captured_data:[169,175],evict_computed_pcollect:170,evict_pipeline_result:170,evict_test_stream_service_control:170,evolv:72,exact:[216,230,239],exact_stal:69,exactli:[2,44,67,69,77,106,109,131,230,246,272],exampl:[2,6,8,9,13,14,20,24,36,39,41,50,55,56,67,69,74,77,78,79,81,82,85,89,98,101,103,106,137,139,155,167,169,185,186,203,214,217,227,230,233,240,242,248,249,251,265,272,273,275,276,278],example_t:78,examplerow:78,exce:[50,72,176],except:[10,11,15,30,32,43,62,63,69,72,77,215,230,251,257,265,271],exception_handl:219,excess:[50,170],exclud:81,exclude_from_index:64,exclus:[44,77],exec_stmt:254,execut:[2,10,22,50,52,55,69,74,77,78,79,93,94,100,102,104,106,107,109,112,115,117,124,131,132,133,137,141,142,147,149,150,152,153,155,164,165,169,170,171,176,178,180,183,184,188,195,196,217,218,225,227,230,237,238,240,245,252,257,258,260,261,263,266,273,278],execution_id:184,executor:[132,142,155,183,274,278],executor_servic:149,exhaust:85,exist:[9,24,31,32,36,41,43,45,50,69,71,72,74,76,77,80,81,82,86,87,89,159,160,162,169,170,180,187,217,218,220,230,235,265],existing_keyed_st:149,exit:[69,162],exit_text:188,exp_multipli:265,expand:[14,24,36,39,42,47,50,52,56,61,67,69,74,77,78,79,81,82,86,87,89,98,101,103,114,151,152,160,162,187,216,218,229,230,232,235,239,240,242,243,248],expand_using_gbk:216,expand_using_second_output:216,expans:[32,37,39,72,78,79,137,230,235,242],expansion_servic:[36,37,39,78,79,235,236,242],expansion_service_jar:236,expansion_service_port:236,expansionandartifactretrievalstub:235,expansionservic:[78,79,114,235],expansionserviceservic:114,expansionservicestub:[114,235],expect:[2,9,10,40,50,55,56,60,76,83,85,102,109,137,140,186,196,213,215,217,221,230,258,276,278],expected_checksum:215,expected_item:85,expected_outcom:85,expected_pipelin:186,expected_pipeline_proto:186,expected_st:[141,215],expected_window_to_el:221,expectedsplitoutcom:85,expens:159,experi:[106,108,195],experiment:[23,36,37,42,48,51,52,55,72,77,78,79,81,82,93,164,165,166,167,168,171,178,235,240,246,247,248,265,266,267,278],expir:[201,203,247],explain:77,explicit:[69,248],explicitli:[10,69],explod:152,explodewindowsfn:152,exponenti:271,exportcompress:55,expos:[50,65,69,94,177,196],expr1:230,expr2:230,expr:[10,11,12,230],express:[7,9,43,168,230,248,270,278],extact_syntax:99,extend:[40,77,86,107,215,267],extens:[24,41,61,77,82,86,87,89],extent:230,extern:[23,77,78,79,120,170,228,230,236,237,238,242,273,278],external_java:[228,278],external_test:[237,238],external_test_py37:[228,278],external_test_py3:[228,278],external_transforms_pb2_grpc:[110,111,278],externalannotationpayloadtest:237,externalconfigurationpayload:235,externaldataclassespayloadtest:238,externalenviron:234,externaltransform:[37,78,79,235,242],extra:[50,201,203,215,217,254,265],extra_arg:235,extra_assert:[197,278],extra_client_param:81,extra_kwarg:[230,240],extra_messag:265,extra_opt:217,extra_typ:[19,50],extraassertionsmixin:209,extract:[50,100,104,109,145,157,159,211,229,253],extract_all_tim:[149,157],extract_commit:146,extract_counter_valu:95,extract_distribut:95,extract_ent:99,extract_entities_descript:102,extract_gauge_valu:95,extract_latest_attempt:146,extract_metric_result_map_valu:95,extract_optional_typ:253,extract_output:[230,259],extract_source_to_cache_signatur:159,extractor:211,extrapol:243,extrem:229,facad:177,face:[93,247],facet:166,facilit:[39,67,78,79],fact:[50,265],factor:271,factori:[53,143],factory_from_opt:269,fail:[30,31,32,43,45,50,52,55,67,69,71,72,77,80,85,89,195,242,257],failedrow:50,failur:[55,77,81,230],fake:9,fake_cli:[23,25,26,27,278],fake_pandas_modul:9,fakefil:29,fakepandasobject:9,fakes3cli:29,fakesourc:226,fall:[2,77],fallback:6,fallback_cod:2,fals:[5,19,32,36,41,43,50,52,55,62,74,77,82,83,89,99,106,109,137,160,162,164,166,169,170,171,173,179,187,188,194,208,211,216,217,221,230,233,239,240,243,246,248,257,269,271],famili:85,fanin:216,fanout:[216,230],far:[139,253],fast:2,fastavro:[24,55,208],fastcod:[2,4],faster:[6,24],fastprimitivescod:[2,218],fault:77,favorite_color:24,favorite_numb:24,featur:[50,99,101,103,169,170],fed:196,feed:[67,216],fetch:[31,43,44,45,61,69,70,71,76,78,80,117,164,215,226],fetch_dataflow_job_id:70,fetch_siz:78,few:[85,136,240],field1:50,field2:50,field3:50,field:[24,36,39,50,51,55,61,64,74,77,79,81,82,89,95,130,165,180,196,221,230,233,242,247,255,265],field_count:89,fieldtype_proto:256,figur:180,file:[23,24,28,31,32,39,40,41,43,44,45,48,50,51,52,55,71,72,76,77,80,82,86,87,89,92,93,94,99,101,109,112,114,115,119,120,160,162,170,183,215,219,220,221,230,235,272,278],file_copy_fn:269,file_format:52,file_handl:[40,55],file_load:50,file_meta:43,file_nam:[41,42,89],file_name_suffix:[24,40,82,86,87],file_path:[21,43,52,86,87,89,215,220],file_path_prefix:[24,40,82,86,87],file_pattern:[24,41,42,82,86,87,89],file_prefix:52,file_prefix_gener:52,file_s:52,filebasedcachemanag:160,filebasedsink:[23,77,215,278],filebasedsourc:[23,86,278],filechecksummatch:215,fileformat:55,fileio:[23,39,67,278],fileio_obj:67,filemetadata:[42,43],filenam:[24,32,67,72,82,86,87,162,220],fileobj:43,filepath:43,filerecordsbuild:187,filesystem:[23,24,31,42,44,71,76,77,80,82,220,267,278],filesystemio:[23,32,278],fill:[61,233],filter:[8,12,43,61,62,64,67,69,81,89,93,136,146,188,207,211,215,230,265,271],filter_regex:223,finalize_hint:257,finalize_writ:[40,77],find:[15,43,45,55,98,180,229,248,271],find_al:248,find_kv:248,finish:[32,39,44,124,137,195,246,269],finish_bundl:[52,134,135,151,211,216,230,259,260],finish_bundle_msec:124,finish_st:150,finishcombin:151,finit:[77,159,230,249],fire:[42,156,157,225,230,239,246,247],fire_interv:239,fire_timestamp:247,fired_tim:150,first:[6,21,31,36,43,45,55,67,69,71,74,76,77,80,85,89,109,112,117,169,170,173,176,216,230,239,240,248,249,254,262,271,278],first_timestamp:239,five:69,fix:[2,225,230,248,249],fixed_cost:248,fixed_window:127,fixedsizeglob:229,fixedsizeperkei:229,fixedwindow:249,fixedwindowspayload:127,flag:[24,31,41,43,45,50,71,80,82,86,87,89,106,208,248],flat:248,flatmap:[13,21,131,230,240,278],flatmaptupl:230,flatten:[33,50,120,211,230],flatten_input_visitor:137,flatten_result:[50,55],flavor:265,flink:[23,37,39,78,79,278],flink_streaming_impulse_sourc:[23,46,278],flinkstreamingimpulsesourc:47,float32:256,float64:256,floatcod:2,floordiv:12,flu:50,flush:[43,55,151],fn_api_runner_microbenchmark:[222,278],fn_paramet:249,fn_proto:276,fn_to_execut:22,fnapirunn:[147,225],fnmatch:[43,45],focu:169,fold:230,folder:183,follow:[9,24,39,42,43,45,50,55,67,77,78,79,81,82,85,86,87,99,152,159,162,170,203,211,217,225,230,239,249,251,262,265,269,272],foo:[2,43,45,82,169,251,276],foo_from_proto:[2,276],foopayload:[2,276],footer:40,footprint:195,for_input_typ:230,for_spec:148,forc:[131,152,164,230],force_comput:171,force_tuple_kei:230,forcefulli:[169,171],foreign:235,forev:55,form:[13,24,32,36,42,43,44,50,51,69,72,74,76,131,227,248,249,251,265,272,275],formal:251,format:[2,36,39,40,42,43,45,50,55,74,77,78,81,82,85,89,95,99,107,168,169,170,173,203,211,248,266],format_sampl:165,format_window_info_in_datafram:166,formatt:188,formattoqido:67,former:[101,103,131],formula:[59,248,249],forward:[155,176],found:[18,55,137,180,183,217,242],foundat:43,frac:33,fraction:[33,77,83,85,139,271],fraction_complet:77,fraction_consum:[33,77,83],fraction_of_remaind:[77,84,196],fraction_remain:77,fraction_to_posit:83,fragment:[171,179,186],frame:[7,13,254,257,278],frame_bas:[7,12,278],framest:[254,257],framework:[6,9,41,50,77,139,196],free:273,fresh:[175,230],from:[2,6,11,18,20,23,24,28,31,32,36,39,40,41,42,43,44,45,49,50,52,55,60,61,63,64,67,69,71,72,74,77,78,79,80,82,83,85,86,87,89,90,101,103,106,107,109,117,131,136,137,139,145,159,160,162,166,169,170,171,173,175,176,178,179,180,183,184,188,195,196,203,206,211,213,215,216,217,219,220,226,229,230,233,234,235,240,242,243,246,248,249,251,253,254,265,266,271,272,275,276,278],from_:131,from_cal:230,from_client_ent:64,from_client_kei:64,from_container_imag:234,from_dictionari:106,from_gc:99,from_json_valu:19,from_micro:270,from_opt:234,from_payload:4,from_proto:275,from_rfc3339:275,from_runner_api:[2,50,109,131,194,218,230,234,240,246,276],from_runner_api_paramet:[2,4,47,77,218,230,234,248,249],from_str:[180,244],from_timestamp:270,from_type_hint:[2,4],from_utc_datetim:275,fronend:164,frontend:[164,166,170,188],fulfil:196,full:[31,39,43,45,59,71,76,77,78,80,85,109,115,160,215,217,249,267],full_label:[235,259],fulli:[13,44,77,79,139,230,251],fun:271,func:[10,11,14,188,230,235,251,257],functionspec:[2,276],functiontyp:257,furnish:131,further:[69,115,230,240,271],fuse:[248,272],fusion:[81,248],futur:[65,90,112,159,170,175,196,225,230,265,274],future_output_watermark:152,fuzz:271,fuzzedexponentialinterv:271,gap:[196,249],gap_siz:249,gather:[63,183,235],gaug:[93,94,95],gaugedata:95,gaugeresult:[92,95],gbikes_dinosaur:102,gbk:213,gce:[18,70,202],gce_metadata_util:[23,48,278],gcloud:137,gcp:[16,23,34,39,96,278],gcs:[67,72],gcs_bucket:107,gcs_locat:50,gcs_prefix:71,gcs_scheme:107,gcs_uri:107,gcsfilesystem:[23,48,278],gcsio:[23,48,278],gcsio_overrid:[23,48,278],gcsiooverrid:73,gener:[2,10,24,41,43,56,74,77,82,86,87,111,131,135,137,162,166,167,170,173,183,184,201,202,205,211,216,217,218,223,225,230,235,239,242,262,266,273],generate_bq_job_nam:55,generate_bundle_id:77,generate_ev:202,generate_fn:223,generate_input_valu:224,generate_sequ:[23,34,278],generateddirectrow:56,generateid:81,generatesequ:37,generic_dist:211,genericrecord:39,genom:89,genotyp:89,geographi:50,get:[5,18,30,31,41,43,45,50,55,67,71,77,80,85,108,112,115,117,118,131,137,139,157,159,168,170,171,180,195,196,216,217,230,243,246,247,248,251,267,271,272,276],get_accumulator_cod:230,get_aggregator_valu:149,get_all_distributions_by_typ:211,get_all_opt:106,get_all_plugin_path:267,get_all_subclass:267,get_avro_schema_from_table_schema:55,get_background_caching_job:170,get_batch_s:65,get_bucket:72,get_cache_manag:170,get_cached_source_signatur:170,get_chunk_s:45,get_client:62,get_closur:257,get_count:5,get_default_gcp_region:137,get_desired_chunk_s:77,get_dict:233,get_dict_table_schema:[50,55],get_distribution_dict:211,get_dofn_spec:247,get_dot:167,get_env_cls_from_urn:234,get_estimator_st:[77,90,196],get_evalu:155,get_execution_context:149,get_fil:29,get_filesystem:45,get_full_options_as_arg:217,get_function_argu:230,get_generic_distribut:211,get_glob:257,get_hashable_destin:55,get_impl:[2,249],get_ipython:185,get_it:254,get_job:55,get_keyed_st:149,get_local_namespac:235,get_metadata:29,get_nam:257,get_namespac:93,get_new_http:20,get_object_metadata:[28,29],get_opt:217,get_or_create_dataset:55,get_or_create_t:55,get_output_typ:230,get_path:220,get_payload:[237,238],get_payload_from_beam_typehint:[237,238],get_payload_from_typing_hint:[237,238],get_pcoll_data:173,get_pipeline_opt:217,get_progress:139,get_query_loc:55,get_rang:[28,29,32,44],get_range_track:[33,41,77,85,88,216],get_record_schema_from_dict_table_schema:51,get_render:168,get_replacement_transform:[109,137,140,152],get_restriction_cod:230,get_root_bundl:155,get_root_bundle_provid:155,get_schem:45,get_schema_by_id:256,get_service_credenti:18,get_sess:66,get_sideinput_index:241,get_split:63,get_stat:[148,247],get_step_nam:95,get_synthetic_sdf_step:216,get_tabl:55,get_table_loc:55,get_table_schema_from_str:[50,55],get_test_stream_service_control:170,get_tim:[148,247],get_transformed_output_tim:249,get_type_hint:251,get_typed_value_descriptor:19,get_typing_by_id:256,get_val:173,get_valu:108,get_value_or_block_until_readi:149,get_varint_s:5,get_watermark:157,get_window:[47,77,218,230,240],get_window_cod:249,getartifact:112,getattr:[230,254],getjob:117,getjobmetr:117,getmanifest:112,getmessagestream:117,getnthstringfn:272,getpipelin:117,getprocessbundledescriptor:115,getprovisioninfo:118,getrangetrack:85,getrequest:[28,29,30],getstat:117,getstatestream:117,giant:272,giant_list:272,git:[39,78,79],github:[21,63,72,89],give:[10,31,39,41,42,43,45,71,77,80,85,93,109,139,152,169,216,230],given:[2,5,8,10,11,13,22,24,28,31,32,36,41,43,44,45,50,54,60,63,69,71,72,74,77,80,82,83,85,86,87,95,99,106,107,109,112,115,117,131,134,135,152,155,159,160,162,166,168,169,170,173,175,176,178,179,180,186,188,195,215,216,218,221,227,230,235,239,243,246,247,248,249,253,257,266,271,273,275,276],glob:[24,32,41,72,82,86,87,89,215,220,221],glob_pattern:221,global:[2,42,77,149,155,170,229,239,243,249,251],global_to_loc:33,global_window:[120,127],global_window_max_timestamp_milli:120,globally_windowed_valu:223,globalwindow:249,globalwindowspayload:127,goe:107,going:136,golden:183,golden_dir:184,gone:131,good:230,googl:[2,18,39,50,56,59,61,63,64,67,69,72,73,74,98,99,101,103,106,107,133,137,220,230,273,275],googleapi:[66,69,106,107],googlecloudopt:[106,107],googlecloudplatform:[63,72],got:9,gprc:159,gracefulli:152,gradl:235,gradle_appendix:235,gradle_target:[235,273],granular:[59,82,230,249,275],graph:[109,131,137,145,147,155,164,165,167,168,171,240,278],graphviz:168,greater:[61,230,239,251],greater_than:61,greatest:229,group:[6,33,42,52,64,69,82,94,106,185,213,230,240,242,248,249],group_bi:14,group_by_kei:120,group_by_key_input_visitor:137,group_by_key_streaming_pipelin:[197,210,212,278],group_id:273,groupbi:[8,12,230],groupbykei:[2,195,216,230,240,248,249,278],groupintobatch:248,groupkei:13,growth:227,grpc:[112,114,115,117,118,119,159,170,235,273],grpcstubclass:273,guarante:[2,3,5,6,16,17,18,19,20,21,22,33,36,37,42,51,52,55,62,63,69,72,74,77,78,79,81,82,90,93,107,109,110,111,129,130,133,139,142,143,144,145,150,155,156,157,159,164,165,166,167,168,170,171,175,176,177,178,179,180,186,194,196,208,218,220,222,232,234,235,239,240,241,246,247,248,254,257,259,264,265,266,267,268,269,270,271,275,276],guid:[90,169,177,246],guidanc:169,gzip:[43,55,77],had:[2,160,230,232,276],hadoop:76,hadoopfilesystem:[23,106,278],hadoopfilesystemopt:[76,106],halfwai:85,hamcrest:[107,214,215,221],hand:50,handl:[31,32,40,41,43,45,55,59,67,71,77,80,86,87,89,90,149,166,170,254,272],handle_result:149,handler:188,happen:[50,63,77,81,85,109,159,164,170,196,220,230,271],har:[85,115,118,196],hardwar:230,has:[2,9,19,37,44,50,55,61,64,67,77,89,106,107,112,131,139,145,147,157,159,160,166,169,170,176,180,186,196,203,217,218,221,227,229,230,233,243,248,251,272,274,275,278],has_data:65,has_default:[229,230],has_dir:[31,43,71,76,80],has_display_data:233,has_ontime_pan:246,has_part:240,has_side_input:230,has_source_to_cach:159,has_unbounded_sourc:180,hasdisplaydata:[77,106,139,230,233,240],hash:[160,215,220,243,272],hashabl:257,hashing_alg:220,have:[6,18,21,22,42,50,51,52,55,61,69,72,77,81,89,100,102,104,106,109,112,131,162,169,170,175,180,184,185,196,207,209,211,213,216,221,229,230,232,233,234,237,238,242,245,246,249,251,252,253,254,258,260,261,263,271],hdf:76,head:[31,43,45,71,80,166,170],header:[40,86,89,162],healthcar:[66,67],healthcare_base_url:66,heap:269,heavi:85,heavyweight:85,held:[159,170],help:[42,85,159,180,196,230],helper:[23,48,57,58,85,165,178,241,278],helper_transform:[132,142,278],henc:[32,72,77,139],here:[2,50,56,67,77,133,142,230,249,254],hexadecim:188,hhxv8t:188,hidden:[131,169],hide:169,hierarch:19,hierarchi:109,high:[50,147,230],higher:[82,86,89],hint:[6,77,240,250,251,257,261,262,263],histori:59,hit:159,hold:[50,69,77,109,152,162,170,230],hold_timestamp:247,holder:[22,137,152],home:273,homogen:2,honor:139,hook:9,host:[78,79],hostnam:211,hour:271,how:[37,42,50,67,77,78,90,131,139,164,167,168,169,170,171,175,176,177,211,216,223,229,230,239,240,247,248,249,265,278],howev:[2,61,63,77,89,90,230],href:188,html:[59,69,99,106,168,170,183,184,188,254],html_href:170,hts:89,http:[20,21,37,39,50,52,56,59,61,63,66,67,69,72,77,78,79,89,90,99,101,103,106,107,137,168,188,230,233,246,254,271,273],http_auth_en:211,http_client:[16,278],http_proxi:20,httperror:[55,271],httplib2:20,https_proxi:20,huge:131,hypothet:77,hyundai:203,id_label:[36,74,75],id_or_nam:62,idea:243,ideal:[196,248],idempot:[69,77,81,159],ident:251,identif:98,identifi:[10,24,36,64,69,74,77,82,86,87,160,173,180,183,211,229,230,233,235,247],ids:[9,67,183,184],iff:40,ignor:[36,50,55,61,74,83,216,218,221],ignore_insert_id:50,illustr:[77,206,207,265],imag:103,image_context:103,imagecontext:103,imagin:77,immedi:[117,159,166,195],immut:[69,77],impact:[61,86],implement:[2,4,5,11,13,31,39,40,41,43,44,45,50,56,59,63,67,71,76,77,78,79,80,81,83,84,85,86,90,93,98,107,108,109,133,136,137,139,142,144,146,147,149,151,154,169,195,227,230,232,233,235,240,241,262,271,276],implementor:[43,77,230],impli:[82,89,265],implicit:[170,179,186,248],implicitli:[169,170,180,249,266,275],implicitschemapayloadbuild:235,import_from:254,import_html_to_head:170,import_nam:254,importantli:[131,160],impos:13,imposs:[77,230],improv:[2,50],impuls:[120,162,230],impulseseqgendofn:239,impulseseqgenrestrictionprovid:239,in_memory_squar:169,inc:[65,94],includ:[10,31,42,43,45,50,55,71,74,77,81,85,89,106,149,152,166,171,173,179,180,201,203,217,249,273],include_head:55,include_window_info:[166,169,171,173,188],inclus:77,incom:[36,74],incompat:265,incomplet:64,inconsist:21,incorrect:[85,230],increas:[50,77,90,185,271],increment:[94,134,135,185,227,251],indefinit:[50,137,166,195],indentifi:272,independ:[77,124,137,251],index:[10,13,42,64,69,89,124,131,139,230,246,249,251,262],index_tag:246,indic:[11,31,43,45,50,71,77,80,86,89,109,131,180,188,196,208,230,248,270,271],indirectli:170,individu:[41,69,77,85,99,230,239,249],inequ:61,inf:83,infeas:11,infer:[6,50,131,208,242,247,257],infer_avro_schema:208,infer_element_typ:208,infer_output_typ:[47,230,240],infer_pyarrow_schema:208,infer_return_typ:257,infer_return_type_func:257,infer_typehints_schema:208,infin:[77,249],infinit:[159,239],influenza:50,influxdb:211,influxdb_opt:211,influxdbmetricspublish:211,influxdbmetricspublisheropt:211,info:[20,69,89,95,166,178,180,188,195,203,247],info_typ:98,info_type_transform:98,inform:[18,37,39,41,50,55,67,69,77,78,79,82,89,90,98,118,136,137,139,149,152,164,165,166,169,170,171,173,188,195,230,235,248,257,277],infrastructur:205,inherit:[77,139,166,233,276],init:[28,169],init_pcol:169,init_result:[40,77],initi:[4,10,20,24,33,36,39,41,44,50,52,55,59,61,67,74,76,77,78,79,81,82,83,86,87,89,90,94,98,106,109,112,118,131,134,135,136,139,152,155,166,176,188,211,215,216,217,218,225,227,229,230,246,247,249,251,272],initial_bid:[201,203],initial_delay_sec:271,initial_estimator_st:[196,230],initial_restrict:[216,230,239],initial_split:216,initial_splitting_desired_bundle_s:216,initial_splitting_num_bundl:216,initial_splitting_uneven_chunk:216,initial_splitting_zipf:216,initialis:272,initialize_list:272,initialize_writ:[40,77],initialz:67,inject:[41,162,240],inlin:254,inmemorycach:187,inmemoryunmergedst:149,inner:[139,251,262],inpalce_or:254,inplace_add:254,inplace_and:254,inplace_divid:254,inplace_floor_divid:254,inplace_lshift:254,inplace_modulo:254,inplace_multipli:254,inplace_pow:254,inplace_rshift:254,inplace_subtract:254,inplace_true_divid:254,inplace_xor:254,inprocess:142,input:[9,10,15,22,23,24,28,29,36,42,47,50,52,55,61,67,69,74,77,81,82,86,87,89,98,99,101,103,106,109,131,134,137,139,145,149,150,152,155,157,178,180,183,184,188,195,216,223,224,226,227,229,230,232,239,240,241,242,243,245,248,249,251,257,258,259,270,272,273,275,278],input_bundl:150,input_committed_bundl:155,input_dict:67,input_or_input:240,input_or_output:240,input_pcol:[14,240],input_per_sourc:226,input_s:223,input_spec:216,input_timestamp:249,input_typ:[67,230,257],input_type_hint:240,inputstream:5,insert:[50,52,55,56,69,78,81,178],insert_id:[50,55],insert_or_upd:69,insert_retry_strategi:50,insert_row:55,insert_values_in_arg:22,insertterrorsvaluelistentri:55,insid:[77,169,217,248],inspect:[98,173,257],inspect_pipelin:173,inspectable_pipelin:173,inspectconfig:98,inspectfordetail:98,inspection_config:98,inspection_template_nam:98,inspector:[98,170,173],inst:265,instal:[39,78,79,170,184],instanc:[2,4,6,20,22,23,31,36,39,43,45,48,50,55,56,64,66,69,71,77,79,80,82,89,98,100,102,104,106,107,109,118,130,131,136,137,139,155,156,160,168,169,170,173,179,180,184,186,188,196,220,221,227,230,233,235,237,238,240,242,245,246,247,249,251,252,255,257,258,260,261,262,263,271,272,275,278],instance_id:[56,69],instance_to_typ:257,instance_uid:67,instanti:[37,139,166,257,267],instead:[21,50,67,69,77,89,109,136,166,180,188,241,265,271],instruct:[115,169,218],instrument:[166,171,180,227],instrumented_pipeline_proto:180,int16:256,int32:256,int64:[69,82,256],int64_count:95,int64_distribut:95,int64_gaug:95,int64_user_count:95,int64_user_distribut:95,int64_user_gaug:95,int8:256,int96:82,int_to_str:251,integ:[2,5,37,45,50,77,93,223,230,233,248,249,254],integr:[39,55,102,132,158,181,188,211,217,271,278],intellig:101,intend:[59,65,77,94,103,131,251,271],intens:124,interact:[43,55,67,132,136,266,278],interactive_beam:[132,158,159,170,171,278],interactive_beam_jqueri:170,interactive_environ:[132,158,173,278],interactive_environment_inspector:[132,158,172,278],interactive_opt:[132,158,169,174,278],interactive_pipeline_graph:[132,158,163,278],interactive_runn:[132,158,164,278],interactive_test:184,interactive_util:[264,278],interactiveenviron:170,interactiveenvironmentinspector:[170,173],interactiveopt:[169,177],interactivepipelinegraph:165,interactiverunn:[169,171,180,186],interchang:50,interest:[67,85],interfac:[44,45,55,94,131,148,169,170,180,233,247],intermedi:[10,177,180,230],intern:[2,3,5,33,62,63,77,93,107,109,110,111,129,130,132,133,136,139,142,143,144,145,150,155,156,157,159,166,170,175,176,177,179,180,186,194,208,218,220,222,233,234,241,249,254,257,259,264,265,268,269,270,271,275,276,278],interpol:[83,248],interpret:[50,99,139],intersect:249,interv:[47,83,166,239,249,269,271,275],interval_m:47,interval_second:269,interval_window:120,intervalwindow:249,intiti:106,intput:145,introduc:[77,221],introduct:50,introspect:[170,180,247],invalid:[32,43,44,72,106,107,159,216,251],invalid_argu:112,invoc:[77,152,171,185,230],invok:[9,13,77,90,117,152,169,170,180,230,246],invoke_process_el:152,involv:[124,272],iobas:[23,33,40,41,50,55,83,84,85,88,90,132,133,138,216,230,278],ioerror:[31,41,43,45,71,80,195],iotypehintstest:252,ipython:[165,166,170,185,188,266],ipythonloghandl:188,is_a_test_stream_service_run:159,is_access:108,is_ani:253,is_background_caching_job_need:159,is_bound:[77,84,131,139,196],is_cache_complet:[159,162],is_captur:[160,162,187],is_clear:148,is_count:95,is_default:230,is_determinist:[2,4],is_distribut:95,is_don:[149,159],is_empti:221,is_event_tim:244,is_fnapi_compat:[137,147,171,195],is_forward_ref:253,is_full_string_match:107,is_gaug:95,is_globally_window:241,is_in_ipython:[170,266],is_in_notebook:[170,188,266],is_integration_test:217,is_interactive_readi:170,is_kv_cod:2,is_lat:246,is_latest_vers:160,is_merg:249,is_modifi:148,is_new_typ:253,is_not_empti:221,is_pair_lik:2,is_py_version_readi:170,is_root_transform:149,is_run:159,is_service_runn:107,is_source_to_cache_chang:159,is_sql:69,is_stateful_dofn:247,is_streaming_pipelin:52,is_subpartitioning_of:13,is_tabl:69,is_termin:[170,195],is_trigg:176,is_user_monitoring_info:95,is_valid:233,is_valid_compression_typ:43,isn:[31,43,45,71,80,187,251,272],isna:12,iso:99,issu:[21,52,55],item:[12,29,30,79,85,98,156,160,201,202,207,209,216,233,248,274],item_nam:[201,203,242],items_before_split:85,iter:[2,3,41,52,64,76,77,85,106,120,131,139,160,180,188,226,230,241,246,248,249,253,254,260,262,271],iter_urn:235,iterable_state_read:194,iterable_state_writ:194,iterablecod:2,iteritem:12,iterrow:12,itertupl:12,its:[2,6,9,10,22,42,43,50,64,69,72,74,77,106,131,162,170,180,211,227,230,233,235,240,248,257,270,272,273,276,278],itself:[50,55,77,139,171,173,275],jar:[39,78,79,112,235,273],jar_cach:273,jar_nam:273,java:[36,37,39,63,69,78,79,235,236,242],java_argu:273,javaexternaltransformtest:236,javajarexpansionservic:235,javajarserv:273,jdbc:[23,278],jdbc_url:78,jira:52,job:[37,39,49,50,52,53,54,55,60,61,77,78,79,106,109,112,114,115,117,118,132,136,137,141,147,159,162,166,169,170,195,203,215,217,278],job_graph:136,job_id:[53,55,136],job_label:[53,55],job_nam:[55,60,107,217],job_name_prefix:52,job_pattern:107,job_refer:[52,55],job_result:136,job_typ:55,jobapi:192,jobconfigur:50,jobrefer:55,jobservic:117,jobserviceservic:117,jobservicestub:117,jobstat:195,join:[31,43,45,71,76,80,254],jpg:103,jqueri:170,jrhreadptransformoverrid:[137,140],json:[19,21,50,55,67,137,173,178,188,216],json_string_to_byte_arrai:137,json_valu:[16,17,278],jsonarrai:19,jsonobject:19,jsonrowwrit:55,jsonstringtobytearrai:137,jsonvalu:[19,50],jupyt:183,just:[61,77,86,131,240,272],kafka:[23,34,278],karg:12,keep:[52,65,77,139,146,155,171],kei:[2,6,12,14,19,24,29,30,32,39,50,55,60,61,62,64,67,69,72,74,77,79,82,83,89,95,106,107,124,131,139,148,149,151,152,155,156,173,180,213,216,221,225,227,229,230,232,233,240,243,247,248,249,253,257,272,278],kept:[52,230,233,272],kernel:[166,170,173,185,266],key1:233,key2:233,key3:233,key4:233,key5:233,key_cod:[2,148,247],key_deseri:79,key_seri:79,key_siz:216,key_value_typ:257,keyed_earliest_hold:157,keyed_watermark_hold:156,keyedworkitem:[152,156],keygroup:248,keyparam:230,keyset:69,keyspac:83,keyword:[14,22,81,131,229,230,251],keyword_hint:251,keywordonlyargstest:245,kill:230,kind:[50,60,64,77,230,265],kms_kei:[50,55,72],know:[52,257],known:[8,10,43,50,77,106,107,149,160],known_text:50,kv_type:257,kvswap:248,kwarg:[3,8,9,12,22,50,54,69,77,82,86,89,106,131,150,151,152,173,184,229,230,235,248,251,259,260,268,270,273,274],kwarg_hint:251,kwargs_for_invok:152,label:[24,47,50,53,82,95,102,109,131,160,162,178,186,187,211,214,216,221,229,230,233,239,240,248,259,265,266],label_from_cal:240,label_prop:[113,120,124,127,130],labeled_valu:211,labelled_str:120,lambda:[14,42,50,67,82,131,169,230,240,242,246],land:59,languag:[39,78,79,99,137,235,278],language_hint:99,larg:[50,52,85,86,131,171,272],large_dict:223,large_int:223,large_iter:223,large_list:223,large_message_with_map:223,large_str:223,large_tupl:223,larger:[50,69,77],largest:[32,77,229,243,248,275],largestperkei:229,last:[31,32,43,44,45,50,64,71,72,77,80,89,90,152,159,170,230,239,249],last_attempted_record_start:83,last_modifi:30,last_record_start:83,last_timestamp:239,last_upd:[31,32,43,45,71,72,76,80],late:[90,230,246],late_tag:246,latenc:[65,211,230],latency_m:65,later:[52,69,78,79,152,196,217,218,230],latest:[69,77,94,160,164,229,272],latest_doubl:124,latest_double_typ:124,latest_int64:124,latest_int64_typ:124,latest_int_64:95,latter:[131,160],launch:[52,203],launcher:[202,205],layer:[162,176],lazili:230,lead:[162,165,230],leaf:[31,43,45,71,80],leaf_pcollect:178,leak:230,learn:[50,169],least:[74,85,229,246],leave_composite_transform:259,left:[13,85,93,230],left_fract:85,left_result:85,legaci:112,legacy_progress_report:120,legacyartifactretrievalservic:112,legacyartifactretrievalserviceservic:112,legacyartifactretrievalservicestub:112,legacyartifactstagingservic:112,legacyartifactstagingserviceservic:112,legacyartifactstagingservicestub:112,len:44,length:[2,59,63,72,223,251,271,273],length_prefix:120,less:[10,63,83,230,239],less_than:61,let:[6,77,93],letter:[24,50,55,82,86,87,107,262],level:[12,13,24,63,67,82,109,112,165,178,186,188,230,266],lexicograph:83,lexicographickeyrangetrack:83,librari:[2,18,21,24,28,72,88,89,106,229,254],licens:43,lies:171,life:67,lifespan:166,lift:230,liftedcombineperkei:151,light:188,lightweight:85,like:[6,8,24,31,42,43,45,50,55,61,69,71,76,77,80,82,86,131,166,216,230,251,254,257,262],limit:[12,43,45,50,52,60,61,64,159,160,162,169,175,176,232,271,272],line:[9,39,50,77,86,89,106,134,162,185,203,217,220,230,248,272,273],linear:248,linearli:83,linearregressionbenchmarkconfig:227,link:[15,188,239],list:[2,10,19,22,28,29,30,31,32,33,43,45,50,55,56,62,63,64,67,69,71,72,77,78,79,80,81,82,85,89,98,101,103,107,108,109,117,131,145,156,160,162,165,170,171,173,179,188,208,211,216,217,218,220,221,223,227,229,230,243,248,251,253,254,262,272,273],list_append:254,list_inspect:173,list_int:223,list_prefix:[32,72],listen:67,listrequest:[28,30],listrespons:[28,30],liter:253,load:[21,50,52,55,170,205,206,207,211],load_attr:254,load_closur:254,load_const:254,load_deref:254,load_fast:254,load_glob:254,load_job_name_prefix:52,load_jquery_with_datat:170,load_loc:254,load_method:254,load_nam:254,load_pcod:[160,162,187],load_sess:21,load_test:[197,278],load_test_metrics_util:[197,210,278],loc:12,local:[40,43,45,55,80,86,109,142,147,160,169,170,178,184,225,230,235,273],local_jar:273,local_temp_dir:273,local_to_glob:33,local_var:257,localfilesystem:[23,43,278],localhost:[78,81],locat:[39,50,55,67,72,77,101,169,218,265],location_id:101,lock:[77,196],log:[115,188,247,269,271],log_result:269,log_templ:188,logger:[188,220,271],logging_to_alert_level_map:188,logic:[41,55,77,93,146,152,162,249,271],loglevel:202,long_gener:226,longdeseri:79,longer:[170,230],longseri:79,look:[32,72,251],lookup:[10,55,131],lookup_experi:106,loop:[77,170,230],lose:275,loss:[77,98],low:[50,82],lower:[20,211,230,246,251],lower_bound:224,mach:45,machin:[77,147,162],machineari:152,made:[6,50,67,77,112,117,131,211,230],magic:152,mai:[2,6,10,36,41,43,45,50,52,55,63,64,67,69,74,77,82,89,90,93,106,115,131,139,152,155,162,195,196,229,230,232,247,248,265],main:[50,52,56,60,63,77,131,136,159,225,230],main_kw:230,main_tabl:[50,56],maininputtest:261,mainli:[79,152,169],make:[39,50,55,69,77,78,79,81,83,107,152,160,201,215,221,230,271],make_closur:254,make_ent:60,make_fn:230,make_funct:254,make_http_request:271,makexyz:6,malform:253,malformedvcfrecord:89,manag:[9,50,56,77,109,132,157,159,164,169,170,171,188,191,220,246,269,272,278],mandatori:[230,248,265],mani:[19,42,47,50,61,69,72,77,78,170,211,229,230,248],manifest:112,manipul:[8,42,230],manner:[24,77,82,85,230,248],manual:[77,90,166],manualwatermarkestim:90,map:[2,9,10,12,24,50,64,67,69,74,82,83,89,95,99,101,103,107,131,160,165,169,178,180,183,184,187,206,208,229,230,241,242,243,248,256],map_add:254,map_window:120,mapcod:2,mapfn:240,mapper:151,maptupl:230,maria:203,mariadb:78,mark:[162,170,184,265],mark_pcollection_comput:170,marker:131,maskdetecteddetail:98,masking_charact:98,massiv:[50,56],master:63,match:[2,28,32,42,43,45,50,55,61,64,67,69,72,93,107,109,137,140,152,211,214,221,248],match_fil:43,match_type_vari:262,matchal:42,matcher:[107,109,134,141,153,213,214,215,221],matches_al:221,matches_kv:248,matchfil:[42,67],matchresult:[43,45],materi:[131,160,166,169,171,180,195,221],matter:[77,83,170],maven2:273,maven:[112,120,235,273],max:[12,63,92,95,103,211,230,243,248],max_batch_operation_s:72,max_batch_s:[32,103,248],max_batch_size_byt:69,max_bytes_rewritten_per_cal:72,max_count:176,max_delay_sec:271,max_dur:152,max_duration_sec:176,max_fil:52,max_file_s:[50,52],max_files_per_bundl:[50,52],max_files_per_partit:52,max_num_output:152,max_num_record:79,max_number_cel:69,max_number_row:69,max_partition_s:52,max_read_tim:[37,79],max_retri:55,max_siz:52,max_timestamp:249,max_timestamp_milli:120,max_valu:214,max_work:67,maximum:[43,45,50,52,64,67,79,103,230,248,257,271],maybe_from_cal:230,maybe_inplac:11,mean:[12,50,52,64,69,77,92,160,180,211,216,229,230,248,265],mean_temp:50,meancombinefn:230,meant:[115,195],meantim:169,meanwhil:159,measur:[176,211,223,224,225,226,248],measurebyt:211,measurelat:211,measuretim:211,mechan:[170,173,196],median:12,meet:159,member:[40,112],memoiz:[14,235],memori:[50,52,82,92,151,154,155,169,173,187,230,232,269],memory_usag:12,memoryreport:269,memoryview:44,merg:[69,77,151,216,230,246,249],merge_accumul:[230,259],merge_context:249,merge_result:[246,249],merge_using_gbk:216,merge_using_side_input:216,merge_window:120,mergecontext:249,messag:[2,23,25,26,27,28,29,36,47,48,50,74,77,117,132,158,265,278],message_count:47,met:221,meta:[43,173],metadata:[18,23,28,29,31,42,43,45,48,53,55,70,71,80,99,101,103,112,114,115,117,118,119,169,170,171,173,178,180,207,266,278],metadata_list:43,method:[2,6,8,9,11,13,32,39,41,43,44,45,50,52,55,69,72,76,77,83,85,94,99,100,101,102,103,104,106,107,109,136,137,152,160,169,180,184,195,211,216,217,220,221,230,233,235,237,238,240,241,243,245,247,252,254,257,258,259,260,261,262,263,265,271,276],methodnam:[100,102,104,184,237,238,245,252,258,260,261,263],metric:[115,117,124,134,135,136,146,149,195,211,214,225,227,278],metric_id:211,metric_match:134,metric_nam:93,metric_result:214,metric_result_match:[197,278],metric_typ:211,metricbas:[91,93,278],metricfilt:211,metricnam:94,metricresult:[95,134,136,146,195,211,214],metricresultmatch:214,metrics_contain:150,metrics_pb2_grpc:[110,111,278],metrics_pb2_urn:[110,111,278],metricsenviron:93,metricsfilt:93,metricsread:211,mexico:50,micro:[270,275],microbenchmark:[223,224,225,226,227],microsecond:[224,249,275],microsend:275,might:[8,61,67,77,86,139,162,170,180,232,233,265],millisecond:[36,47,65,74,79,137,195],mime:[24,31,32,43,45,71,72,80,82],mime_typ:[24,30,31,32,40,42,43,45,71,72,76,80,82],mimic:55,min:[12,92,95,188,211,248],min_batch_s:[103,248],min_bundle_s:[24,41,82,86],min_fraction_of_files_to_stat:41,min_num_offsets_per_split:84,min_number_of_files_to_stat:41,min_request:59,min_timestamp_milli:120,min_valu:214,minimim:248,minimum:[24,41,82,86,103,157,170,171],minut:[50,136],mirror:251,mismatch:55,mismatch_descript:[214,215],miss:[107,112,114,115,119],mix:251,mixin:[233,251],mkdir:[31,43,45,71,76,80],mock:[9,185,220],mock_get_ipython:185,mock_ipython:[132,158,181,278],mod:12,modal:67,mode:[12,32,43,44,50,56,72,77,137,140,221,230,249],model:[197,198,199,202,278],modif:[77,106],modifi:[22,69,77,178,180,196,230,240,254],modul:[0,7,16,17,23,25,26,27,34,35,46,48,57,58,68,91,96,97,105,110,111,132,133,138,142,158,161,163,172,174,181,182,189,191,197,198,199,200,204,210,212,222,228,250,264,278],moment:[22,37,50,166],mongocli:81,mongodb:[23,278],mongodbio:[23,278],monitor:[67,95,169],monitoring_info:[91,278],monitoring_info_proto:95,monitoringinfo:[95,124],monitoringinfolabel:124,monitoringinfospec:124,monitoringinfotypeurn:124,monkei:9,monoton:[77,90],monotonicwatermarkestim:90,month:50,more:[6,8,14,31,37,39,41,43,44,45,50,52,61,64,67,69,71,76,77,78,79,80,82,86,90,98,107,109,112,131,152,162,164,170,190,216,225,230,233,240,242,246,248,249,254],moreov:77,most:[24,50,77,82,85,86,160,170,211,229,240,271],mostli:[109,248,271],move:[31,39,43,45,65,71,80,155,176],movingfunct:65,movingsum:65,mp4:[101,102],msg:[11,188,270],msg_class:270,much:[19,50,82],mul:12,multi:[77,85,196],multi_core_bundle_process:120,multimap:120,multipart:28,multipl:[14,41,42,44,50,52,55,61,69,77,89,94,106,131,155,162,169,170,180,226,229,230,246,248,251,272],multiple_partit:52,multiple_partitions_tag:52,multiplex:154,multipli:265,muss:77,must:[2,8,10,22,32,36,39,41,44,50,55,59,61,64,69,72,74,76,77,81,82,86,90,107,109,112,131,139,160,195,217,218,221,227,230,240,242,249,251,266,271],mutabl:[77,254],mutable_accumul:230,mutat:[65,69,77,159,180,186,230],mutation_pb2:69,mutationgroup:69,mute:168,muterender:168,my_pcollect:42,my_pipelin:214,my_project:50,my_side_input:131,my_timer_expiry_callback:247,my_transform:109,myavrofil:24,mybenchmark:227,mycollect:214,mycustomkei:214,mycustomvalu:214,mydofn:[247,260],mydofnbadannot:260,myjobnam:217,mynam:214,mynamespac:214,myparquetfil:82,mypath:[24,82],mypqfil:82,myproxi:20,myptransform:131,mysink:77,mysql:78,mystep:214,naiv:69,name:[10,23,24,32,36,39,41,50,51,52,55,64,69,72,74,77,78,79,81,82,86,89,93,94,95,98,100,102,104,107,109,112,124,132,136,139,156,169,170,173,178,180,184,188,189,195,201,203,208,211,214,216,217,218,220,221,227,230,237,238,245,247,248,251,252,258,260,261,262,263,265,266,278],name_and_func:11,named_fields_to_schema:256,named_tupl:256,named_tuple_from_schema:256,named_tuple_to_schema:256,namedtupl:[4,78,235,242],namedtuplebasedpayloadbuild:235,names_and_typ:256,namespac:[24,51,60,61,62,64,93,94,95,124,194,211,214,233,235,262],nanosecond:[82,275],nativ:[50,77,137,139,140,192,240,253],native_io:[50,55,132,133,278],native_type_compat:[250,278],nativereadptransformoverrid:[137,140],nativesink:[50,77,139],nativesinkwrit:[55,139],nativesourc:[50,139],nativesourceread:[55,139],natur:99,naturallanguageml:[96,97,278],naturallanguageml_test_it:[96,97,278],naturallanguagemltestit:100,necessari:[6,52,131,159,170,179,227,233,272,275],necessarili:[139,180,272],necissarili:13,need:[3,6,9,31,37,39,40,43,45,50,52,71,77,78,79,80,81,83,106,107,109,115,118,152,159,162,170,171,180,196,220,221,232,240,265,271],neg:[43,44,83],negat:251,neither:[50,233,243],nest:[2,5,50,82,262],network:230,never:[22,77,131,180,246,249,269],new_cal:185,new_env:170,new_pipeline_with_job_nam:60,new_process_fn:152,new_save_module_dict:21,new_track:84,new_valu:178,new_watermark:218,newer:61,newli:[9,230,272],newlin:[55,86],newline_delimited_json:[50,55],nexmark:[197,198,278],nexmark_launch:[197,198,199,203,278],nexmark_model:[197,198,199,200,278],nexmark_util:[197,198,199,278],nexmarklaunch:202,next:[169,185,239,249],next_token:30,nice_str:165,nnnnn:[24,82,86,87],no_annot:251,no_artifacts_staged_token:113,no_of_fil:52,no_retri:271,node:[109,131,137,180,195,240],non:[21,47,74,77,83,131,160,195,230,233,253,271],none:[2,9,10,13,18,19,24,29,30,32,33,36,37,39,40,41,42,43,45,47,49,50,52,53,54,55,56,60,64,66,67,69,72,74,77,78,79,81,82,83,85,86,87,88,89,90,92,95,98,99,101,103,106,108,109,112,114,115,117,118,119,131,135,136,137,139,141,144,146,149,152,156,159,160,162,165,166,167,168,169,170,171,173,175,178,179,180,187,188,192,194,195,196,201,205,206,207,211,213,214,215,216,217,218,219,220,221,229,230,232,233,234,235,236,239,240,242,243,246,247,248,249,253,257,259,262,265,269,270,272,273,276],nonliquidshardingoffsetrangetrack:216,nonmergingwindowfn:249,nonparalleloper:10,nonspeculative_index:249,nonzero:271,noop:[159,170,266],noopsink:187,noopwatermarkestim:196,noopwatermarkestimatorprovid:196,nop:254,nor:[50,180],normal:[61,67,82,89,166,233,249],nosetest:217,notabl:85,notbig:50,note:[2,21,37,43,44,50,61,63,67,69,77,82,106,109,162,169,221,230,240,242,251,262,265,269,275],notebook:[166,169,170,183,184,266],notebook_executor:[132,158,181,182,278],notebook_path_to_execution_id:183,notebook_path_to_test_id:184,notebookexecutor:183,noth:[10,13,51,52,55,139,180,265],notic:251,notifi:59,notify_observ:3,notimplementederror:[11,195],notion:[77,139,229],notna:12,notnul:12,novel:9,now:[59,65,196,271,275],nth:248,nullabl:50,nullablecod:2,nullifi:180,num_byt:43,num_el:248,num_elements_step:225,num_input:224,num_items_to_read_before_split:85,num_mut:65,num_partit:230,num_quantil:243,num_record:216,num_retri:271,num_run:[223,224,225,226,227],num_shard:[24,40,82,86,87],num_slow:54,num_sourc:226,num_split:[61,63],num_total_record:216,num_window:223,num_work:217,number:[22,24,32,36,39,42,43,44,45,47,50,52,54,55,61,63,65,67,69,74,77,79,81,82,85,86,87,89,103,107,130,144,152,160,176,196,202,215,221,227,229,230,243,247,248,271,275],numer:[36,50,74,275],numpi:209,numshard:42,o_auth_token:39,oauth2client:18,oauth2credenti:18,oauth:39,obei:77,obfusc:[183,184,188],obj:[19,21,29,55],object:[1,2,3,5,6,8,9,10,11,13,15,18,19,21,22,24,28,29,30,31,32,36,39,40,41,42,43,44,45,50,52,53,55,59,60,64,65,66,67,69,71,72,73,74,76,77,80,81,82,83,84,87,89,92,93,94,99,103,106,107,108,109,112,113,114,115,117,118,119,120,124,127,131,132,136,137,139,143,144,145,146,148,149,150,152,155,156,157,159,160,162,164,166,167,169,170,173,175,176,177,178,179,180,183,184,187,188,192,194,195,196,201,202,203,208,209,211,215,217,218,220,223,227,229,230,233,234,235,236,240,241,243,244,246,247,248,249,251,254,256,257,261,262,263,267,269,271,272,273,275,276],object_opt:32,observ:[0,65,211,278],observablemixin:3,observe_timestamp:[77,90,196],obtain:[42,43,50,77,93,106,217,229,230,240,248],occupi:77,occur:[28,63,76,77,85,89,170,229,249],occurr:170,ocr:103,octet:[31,32,40,42,43,45,71,72,76,80],offer:[55,109,216],offici:77,offset:[43,44,77,79,84,139,249,275],offset_infin:83,offset_rang:[84,216],offset_range_track:41,offsetrang:84,offsetrangetrack:[41,83,216],offsetrestrictiontrack:[84,216],oflong:65,often:[50,239,248,265],okai:[77,254],old:265,old_multipli:265,omit:[42,64],on_el:246,on_fir:246,on_merg:246,on_success_match:107,on_tim:[246,247],onc:[39,43,59,77,131,155,159,162,169,170,180,230,246,249,251],one:[2,6,8,9,14,24,36,50,59,67,69,72,74,77,81,82,85,86,87,89,106,107,109,112,115,131,139,152,155,159,164,166,170,171,180,185,190,211,218,227,229,230,240,248,249,251,262,272,273,276],ones:[69,85,106,143,166,180],onli:[2,3,5,9,16,17,18,19,20,21,22,24,33,36,37,43,47,50,55,62,63,67,69,74,77,78,79,82,83,85,86,87,89,93,107,109,110,111,129,130,131,136,139,143,144,145,146,150,155,156,157,159,160,162,164,165,166,169,170,171,175,176,177,179,180,186,187,194,196,208,211,217,218,220,221,222,229,230,233,234,235,241,248,251,254,257,259,264,265,266,267,268,269,270,271,272,275,276],onto:[69,188],opaqu:40,opcod:[250,278],open:[31,32,40,41,42,43,45,52,67,71,72,76,77,80,221],open_fil:41,open_shard:221,open_writ:[40,77],opencsv:39,oper:[2,6,8,10,15,31,32,37,39,43,44,45,50,64,67,69,71,72,77,78,79,80,81,82,99,109,162,171,195,216,223,224,229,230,240,248,249,275],operation:248,opt_nam:217,optim:[24,82,86,232,246],option:[10,18,31,36,39,42,43,45,50,60,61,64,67,69,71,74,76,77,78,79,80,81,98,99,101,103,109,112,114,115,117,118,119,132,137,140,141,143,147,153,158,159,166,167,168,169,170,171,178,179,180,195,202,211,216,217,221,230,234,240,242,243,248,251,253,262,265,269,272,273,278],option_nam:108,orchestr:202,order:[2,6,13,32,37,50,61,64,72,77,81,83,89,109,162,170,195,217,220,230,232,243,251,262],ordereddict:208,orderedpositionrangetrack:83,ordinari:131,ordinarili:[230,248],orfin:246,org:[37,39,50,52,65,77,78,79,90,106,137,168,230,233,246,254,273],organ:55,orient:77,origin:[77,85,162,178,179,180,188,251],original_context:180,original_label:266,original_pipelin:180,original_pipeline_proto:180,original_range_track:85,original_read:85,original_stop_posit:85,other:[13,33,42,43,45,50,55,77,83,86,89,101,106,109,118,124,139,169,170,180,196,216,223,230,232,233,248,249,251,262],otherwis:[2,19,28,43,47,77,81,85,106,109,159,162,166,170,171,180,216,217,218,230,235,240,253,266,272],ouput:[10,90],our:109,out:[9,43,44,52,162,173,180,188,195,230,243],outer:77,outer_namespac:235,output:[9,10,23,24,36,40,41,42,43,50,52,55,56,61,67,74,77,78,81,82,86,87,89,90,109,124,131,135,143,145,149,152,155,157,164,166,170,180,183,184,196,211,215,216,218,225,229,230,239,240,242,248,249,251,259,278],output_at_earliest:249,output_at_earliest_transform:249,output_at_eow:249,output_at_latest:249,output_filenam:260,output_filter_ratio:216,output_html_dir:183,output_html_path:183,output_parallel:78,output_pcollect:[143,149],output_processor:152,output_records_per_input_record:216,output_tag:[178,218],output_watermark:[77,230],outputcheck:9,outputcheckwrapperdofn:259,outputempti:248,outputstream:5,outsid:173,ovehead:225,over:[52,106,162,180,230,232,248,271],overhead:[43,225],overlap:77,overload:59,overload_ratio:59,overrid:[40,50,73,106,109,137,140,152,195,215,230,233,240,276],overridden:[61,77],overview:166,overwrit:[40,81],overwritten:[9,69],owing:63,own:[39,55,78,79,188,230,248],p12345:203,pack_ani:270,pack_struct:270,packag:[22,61,242,278],pad:[24,82,86,87],page:[183,184],pagin:166,pair:[31,39,43,45,52,55,67,71,77,79,80,90,106,107,131,139,152,170,213,216,229,230,232,233,248],pair_with_restrict:120,pairwithrestrictionfn:152,panda:[8,9,82],pandas_obj:9,pane:[42,148,166,246,247],pane_info:[166,249],pane_info_formatt:166,paneinfo:[247,249],paneinfoparam:230,par_do:120,parallel:[15,22,41,45,50,56,61,77,78,225,230,240,278],param:[28,56,66,67,69,85,216,227,234,242,243],param_typ:69,param_windowed_valu:120,paramet:[2,4,10,18,19,20,22,23,24,28,29,31,32,33,36,37,39,40,41,42,43,44,45,48,49,51,52,55,59,61,63,64,65,67,69,71,72,74,76,77,78,79,80,81,82,83,85,86,87,89,93,94,95,98,99,101,103,106,109,112,114,115,117,118,119,131,136,137,139,143,149,152,155,157,160,164,165,166,167,168,171,178,179,186,195,196,208,211,215,216,217,218,220,221,223,227,229,230,234,235,239,240,243,246,247,248,249,251,253,257,262,265,271,272,273,275,276,278],parameter:[2,262],parameter_typ:[2,234,240,276],params_typ:69,paramwindowedvaluecod:2,pardo:[50,77,120,124,131,137,152,195,211,216,230,240,272],pardo_execution_tim:124,pardo_payload:230,parent:[60,64,188,269],parent_kei:60,pari:170,parquet:[39,82],parquetio:[23,278],pars:[24,55,86,89,106,134,162,188,202,203,205,211,213,216,217,270],parsabl:188,parse_arg:[202,216],parse_byt:270,parse_byte_s:216,parse_config:234,parse_input_param:243,parse_int:251,parse_namespace_and_nam:95,parse_s3_path:32,parse_step:211,parse_table_refer:55,parse_table_schema_from_json:55,parseeventfn:203,parser:106,part:[2,28,30,31,41,43,45,50,64,71,77,80,93,106,137,139,152,166,230,239],part_numb:30,partial:[13,77,151,230],partialgroupbykeycombiningvalu:151,particular:[9,24,77,82,85,86,87,89,112,165,207,240,248,257],partit:[7,10,42,50,52,55,64,77,230,262,278],partition_fn:13,partition_for:230,partitionfil:52,partitionfn:230,pass:[2,8,14,24,40,42,43,45,50,55,56,61,69,71,76,77,78,80,82,87,89,90,101,103,106,131,137,148,169,176,202,205,211,216,221,229,230,235,240,246,247,248,249,251,273,276],password:[39,78,211],past:[77,139],patch:[9,185,220],patch_retri:220,path:[24,31,32,40,41,42,43,45,64,67,71,72,76,77,80,82,86,87,89,107,160,162,183,184,215,220,225,230,267],path_el:64,path_to_beam_jar:273,path_to_jar:[235,273],path_to_maven_jar:273,pathnam:[31,43,45,71,76,80],patientid:67,patientnam:67,pattern:[24,32,41,42,43,45,72,82,86,87,89,107,221,239,240,248,271],paus:230,payload:[2,4,50,74,95,159,218,234,235,276],payload_a:95,payload_b:95,payloadbas:[237,238],payloadbuild:235,pbegin:[36,39,47,69,77,160,218,230,239],pc1:[216,248],pc2:[216,248],pc3:248,pcoder:[160,162,187],pcol:221,pcoll1:248,pcoll:[8,14,24,42,50,52,61,67,69,74,77,81,82,86,87,98,99,109,131,137,151,152,160,162,166,169,170,171,179,180,187,217,229,230,232,239,240,243,248],pcoll_id:[178,180],pcoll_result:8,pcoll_version_map:180,pcoll_visu:[132,158,163,278],pcollect:[2,6,8,14,24,40,42,50,52,55,61,67,69,77,81,82,86,89,95,98,99,101,103,109,124,131,149,152,154,157,160,162,165,166,169,170,171,173,175,178,179,180,187,195,214,216,218,221,223,225,229,230,232,240,242,243,248,249,278],pcollection_stat:165,pcollectionview:50,pcollectionvisu:166,pcolls_to_pcoll_id:180,pdf:89,peform:230,pend:195,per:[50,69,81,131,149,151,196,211,224,225,227,229,230,243,248,271,272],per_bundle_delay_sec:216,per_element_cost:248,per_element_delay_sec:216,percent_complet:139,percentag:139,percentil:243,perel:229,perfectli:77,perform:[2,13,24,32,41,43,45,50,52,61,63,65,69,72,77,82,85,86,98,99,152,196,201,202,203,205,206,207,216,223,224,226,230,232,248,249,259,265],perform_extract_job:55,perform_load_job:55,perform_multi_threaded_test:85,perhap:139,period:[164,249],periodicimpuls:239,periodicsequ:[228,278],perkei:[229,243],perman:50,permanentexcept:271,permit:[248,262],persist:[195,230],person:[201,202,203],phase:[77,89,220],phaseset:89,phred:89,physic:146,pick:[2,233],pick_port:273,pickl:[2,6,21,77,217,276],picklabl:77,pickle_urn:276,picklecod:[2,21,77],pickler:[16,278],pid:170,piec:155,pipe:[44,240],pipelin:[2,10,15,22,24,37,39,41,42,49,50,52,60,67,69,74,75,76,77,78,79,81,82,86,87,89,93,94,98,106,107,112,114,115,117,118,131,132,133,134,135,136,137,140,141,142,145,147,149,152,153,159,162,164,165,166,167,168,169,170,171,173,175,178,179,180,186,187,194,195,201,202,203,205,206,207,211,213,215,216,217,218,221,225,230,233,239,240,241,242,248,259,266,272,278],pipeline_analyz:[132,158,164,278],pipeline_assert:[132,158,181,278],pipeline_context:[132,278],pipeline_frag:[132,158,278],pipeline_gcs_loc:52,pipeline_graph:[132,158,163,165,168,278],pipeline_graph_render:[132,158,163,164,167,171,278],pipeline_id:[159,180],pipeline_id_to_pipelin:170,pipeline_info:178,pipeline_instru:[132,158,171,278],pipeline_opt:[31,43,45,60,67,71,76,80,105,107,108,149,233,236,278],pipeline_options_valid:[105,278],pipeline_proto:[164,167,178,186],pipeline_proto_to_execut:178,pipeline_result:[159,170,215],pipeline_verifi:[197,278],pipelineanalyz:[164,178],pipelineananlyz:178,pipelinecontext:[2,194,276],pipelineerror:[15,109],pipelinefrag:179,pipelinegraph:[165,167,168],pipelinegraphrender:[164,168],pipelineinfo:178,pipelineinstru:[162,166,171,180],pipelineopt:[31,43,45,67,71,80,106,107,109,178,179,217,233,234],pipelineoptionsvalid:107,pipelineresult:[171,195,214],pipelinerunn:[109,137,147,171,178,195,217,278],pipelinest:[195,215],pipelinestatematch:215,pipelinevisitor:[109,145,180,259],pipestream:44,place:[9,19,22,55,101,131,169,230,240,249,271],placehold:[10,22,24,41,82,86,87],placeholderexpress:10,plai:55,plain:[42,55,131],plain_text:99,plane:115,platform:268,pleas:[37,39,41,50,69,77,78,79,82,107,170,216,265],plot:166,plug:9,plugin:[43,168,170,264,278],pobject:230,point:[2,24,50,55,60,63,77,82,131,149,155,248,249,257,271,275],polici:50,poll:[55,137],poll_for_job_complet:137,pool:[22,69,106,274],pool_siz:22,pop:170,pop_on:254,pop_thre:254,pop_top:254,pop_two:254,popen:[268,273],popul:[106,109,220,233],populate_default:11,port:[37,39,78,79,273],portabl:[4,37,39,78,79,180,219,235,278],portion:[230,248],pos:[33,83],posit:[14,22,33,43,44,77,83,84,85,89,107,139,196,218,230,251],position_at_fract:[33,77,83],position_for_fract:85,position_to_fract:83,positional_hint:251,possibl:[2,39,41,42,45,50,55,77,85,90,99,107,160,170,196,211,213,230],postgr:78,postgresql:78,potenti:[131,149],pow:12,power:[69,278],practic:77,pre:[39,77,78,79,151,180,230],pre_fin:[40,77],pre_finalize_result:77,preced:[98,248],precis:[50,249,275],predecessor:275,prefer:[2,43,276],prefetch:247,prefix:[24,30,31,32,42,43,45,71,72,82,86,87,160,247,266],prepar:[36,117,211,230],preparationid:117,prepend:[64,185],preprocess:180,presenc:265,present:[44,50,69,81,89,112,229,272],preserv:[10,69,85,109,232,248],preserves_partition_bi:10,preserves_partition_by_index:10,prespecifi:216,prevent:[11,41,77,81,94,95,98,230,248,251],previou:[50,77,152,171,218],previous:[59,159,160],previu:265,price:[201,203,206,242],primari:[69,77,139],primarii:216,primarili:[33,50,72,103],primary_range_track:85,primary_restrict:77,primary_valu:196,primit:[2,120,137,140,147,152,230,249,262],primitive_transform:98,print:[9,67,136,227,257,265],print_item:254,print_newlin:254,prior:[77,239],privat:39,private_key_passphras:39,private_key_path:39,prob:89,problem:[195,232],proce:230,proces:152,process:[2,6,39,43,50,52,54,55,56,67,69,70,77,82,90,115,120,124,131,134,135,139,142,144,149,151,152,155,157,159,160,180,192,193,196,203,211,216,218,223,225,229,230,239,240,246,247,248,249,259,260,264,269,272,273,278],process_bundle_msec:124,process_continu:152,process_element_invok:152,process_keyed_elements_transform:152,process_sized_elements_and_restrict:120,process_st:150,process_to_termin:203,process_with_sized_restrict:216,processbundlerespons:196,processcontinu:[152,230],processdata:50,processel:152,processenviron:234,processfn:152,processing_time_dur:232,processingtim:176,processingtimeev:218,processingtimelimit:176,processkeyedel:152,processkeyedelementsviakeyedworkitem:152,processkeyedelementsviakeyedworkitemsoverrid:152,prod:12,produc:[2,10,24,42,47,50,77,79,82,85,86,90,109,131,145,149,152,159,162,166,178,179,196,216,218,229,230,242,248,265],producer_config:79,producer_vers:180,product:12,profil:[248,264,278],profile_id:269,profile_loc:269,profilingopt:106,program:[50,69,90,246,254,278],programmat:166,progress:[77,83,115,124,139,188,195,230],progress_ind:188,progress_report:120,progress_typ:124,progressind:188,project:[18,36,50,55,56,60,61,62,64,67,69,72,74,81,98,107,136,168,202,211],project_id:[55,56,66,67,69],project_id_pattern:107,project_nam:211,project_name1:50,project_number_pattern:107,projectid:55,promis:77,prompt:[185,266],proper:[95,240,247,251],properli:[53,77,102,152,188,251],properti:[50,61,63,64,77,78,85,127,137,170,176],propertiesfromenumvalu:[113,120,124,127,130],property_dict:64,property_nam:64,propertynam:78,proto:[69,95,98,109,112,114,115,119,131,164,165,167,178,180,186,194,218,230,234,240,246,256],proto_map:178,proto_message_typ:2,proto_util:[264,278],protobuf:[2,4,112,114,115,116,117,118,119,121,122,123,125,126,270,275],protoc:2,protocod:2,protocol:[2,77,120,235],provid:[2,9,10,22,24,31,36,37,39,42,43,44,45,47,50,55,60,61,63,69,71,74,77,78,79,80,81,82,83,84,90,95,99,101,103,106,108,109,118,149,155,157,164,166,169,170,171,178,180,195,217,218,230,232,235,240,248,251,273,276,278],provis:118,provisionservic:118,provisionserviceservic:118,provisionservicestub:118,proxi:[8,10,14,20],proxy_env_var:20,proxy_info_from_environment_var:20,proxyinfo:20,prune:186,prune_subgraph_for:180,pseudo:77,pseudocod:85,ptransform:[6,14,15,24,36,37,39,42,47,50,52,56,61,67,69,74,77,78,79,81,82,86,87,89,95,98,99,101,103,109,124,131,137,140,145,149,150,151,152,160,162,165,170,178,179,187,216,218,221,228,229,230,232,233,235,239,242,243,248,262,266,278],ptransform_arg:152,ptransform_execution_tim:124,ptransform_fn:240,ptransform_kwarg:152,ptransform_overrid:[132,133,278],ptransform_progress:124,ptransform_side_input:152,ptransform_test:[88,260],ptransformoverrid:[109,137,140,152],ptransformwithsideinput:230,pub:[36,74],pub_client:220,publish:[36,74,211],publish_metr:211,publish_time_nano:220,publish_time_sec:220,publish_to_bq:211,publish_valu:211,pubsub:[23,34,35,48,203,213,220,278],pubsub_integration_test:75,pubsub_it_pipelin:[23,48,278],pubsubmessag:[36,74],pull:[131,220],pullrespons:220,pullresponsemessag:220,purchas:242,pure:5,purpos:[39,78,79,169,217],push_valu:254,put:[21,32,44,170,195,225],putartifact:112,pvalu:[15,22,24,36,50,56,74,77,82,86,87,89,101,103,109,145,195,230,240,241,278],pvalue_class:22,pvalueerror:15,pvalueish:[109,171,235,240,266],py2:256,py3:256,pyarrow:[82,208],pydot:168,pydotrender:168,pyhamcrest:214,pylint:[77,230],pypi:[120,168],pytestmark:184,python:[2,5,15,19,21,24,39,43,44,50,52,55,67,69,76,77,78,79,82,106,129,137,166,168,170,171,173,185,188,202,203,217,223,224,225,226,229,230,235,243,251,252,253,254,256,257,258,261,262,263,271],python_urn:[110,278],pyvcf:89,pyx:5,q5paxtkktu6ug5toenv6gbifewpgfn9muhof23q9ifjh:188,qido:[23,48,278],qido_dict:67,qido_search:66,qualifi:79,qualiti:[89,265],quantil:[12,243],quartil:243,queri:[12,39,49,50,55,60,61,63,64,69,78,95,136,146,164,170,177,178,180,195,197,198,199,201,202,203,211,242,278],queries_schema:50,query0:[197,198,199,202,204,278],query1:[197,198,199,204,278],query2:[197,198,199,204,278],query_arg:[202,205,206],query_error:202,query_events_t:50,query_result:50,query_splitt:[23,48,57,58,278],query_table_for_todai:50,querysplitt:63,querysplittererror:63,querysplitterimpl:63,question:[31,71,80,227,265],queue:50,quickstart:[50,56],quit:[19,196],quot:[43,160],quota:[50,52],quotaexceed:271,race:77,radd:12,rainbow:272,rainbow_t:272,rainbowtablelookupfn:272,rais:[2,11,15,19,28,31,32,40,41,43,44,45,50,55,63,71,72,76,77,80,85,100,102,104,106,109,184,195,216,217,221,229,230,233,237,238,240,243,245,251,252,253,257,258,260,261,263,271,274],random:[2,44,55,62,63,81,223,224,248,271,273],random_message_with_map:223,random_str:223,random_windowed_valu:223,randomli:[271,273],randomuniquekeyfn:152,rang:[33,41,44,69,77,83,84,85,139,169,216,230,243,249,272],range_track:[23,33,41,77,85,88,216,278],rangetrack:[33,41,77,83,85],rapid:10,rate:227,ratelimitexceed:271,rather:[2,43,45,50,69,89,243,251,254,272,276],ratio:59,raw:[77,79,203,211,218],raw_byt:137,raw_ev:[205,206,207],rawiobas:44,rdiv:12,reach:[44,55,160,169,213,271],reachabl:[137,195],read:[2,5,20,23,24,31,32,33,36,37,39,41,42,43,44,45,49,50,54,55,60,61,67,69,71,72,74,77,78,79,80,82,85,86,87,88,89,120,124,137,139,140,148,149,160,162,171,173,176,178,183,187,213,216,230,247,278],read_al:5,read_bigendian_doubl:5,read_bigendian_int32:5,read_bigendian_int64:5,read_bigendian_uint64:5,read_buffer_s:[32,44,72],read_byte_py2:5,read_byte_py3:5,read_cache_id:178,read_from_sourc:85,read_index:124,read_multipl:162,read_oper:69,read_record:41,read_row:78,read_siz:43,read_timestamp:69,read_utf8:42,read_var_int64:5,readabl:[43,44],readablefil:42,readal:[44,67],readallfil:[24,82],readallfromavro:24,readallfromparquet:82,readallfromparquetbatch:82,readallfromtext:86,readcach:[160,178],reader:[50,55,77,139,162,188,219],readerposit:139,readerprogress:139,readfrobigqueri:50,readfromavro:24,readfrombigqueri:50,readfromdatastor:61,readfromjdbc:78,readfromkafka:79,readfromkafkaschema:79,readfrommongodb:81,readfromparquet:82,readfromparquetbatch:82,readfrompubsub:[36,74],readfrompubsubschema:36,readfromsnowflak:39,readfromsnowflakeschema:39,readfromsourc:85,readfromspann:69,readfromtext:[86,278],readfromtextwithfilenam:86,readfromtfrecord:87,readfromvcf:89,readi:[211,215,278],readinto:44,readlin:43,readmatch:42,readmodifywriteruntimest:[148,247],readmodifywritestatespec:247,readoper:69,readptransformoverrid:[137,140],readstringfrompubsub:67,readstringsfrompubsub:74,real:[22,67,144,185,239,272],real_tim:[244,246],realclock:144,realiti:230,realli:[6,170],reason:[6,184,230,271],rebalanc:[77,85],receiv:[42,50,52,67,77,78,85,112,155,202,203,205,219,230,239,251],receivedmessag:220,recent:[65,170],recogn:[9,102,106,173],recommend:[24,39,50,65,77,78,79,82,85,86,217,265],record:[1,9,24,36,40,41,42,51,52,55,67,69,74,77,79,82,83,85,87,89,90,139,159,162,170,178,180,188,216],record_batch_s:82,record_current_posit:77,record_index:139,record_start:83,recordschema:51,recov:180,recreat:77,recurs:[31,32,43,45,71,72,80,220],recv_pip:44,redefin:106,reduc:[24,69,82,86,169,195,230],reduct:230,redund:77,reentrant:[77,85],ref:[69,101,103,194],refer:[10,23,37,48,55,69,77,85,89,94,109,112,170,173,180,218,240,272,278],referenc:[55,165,178,180,194],reference_bas:89,reference_nam:89,reference_source_info:85,referenced_pcollect:165,referringphysiciannam:67,refin:67,refsnp:89,regard:[39,78,79],regener:81,regex:248,region:[39,66,67,101,107,137,202],regist:[2,6,45,78,109,150,217,242,276],register_cod:[6,78,242],register_ipython_log_handl:188,register_observ:3,register_pickle_urn:276,register_structured_urn:2,register_urn:[2,234,240,276],registr:[6,276],registri:[2,4,6,78,242],regress:227,regular:[43,248,262],reifi:248,reify_window:221,reifywindow:230,reimplement:233,reject:[233,256],rel:[43,44,139,188,196,248],relat:[8,15,50,77,94,115,145,171,173,240,242,243],relationship:180,releas:[39,78,79,152,155,173,230,235,265],relev:[32,72,95,131],reli:[50,69,166,221],reload:272,remain:[44,77,124,139,254],remaining_split_point:139,remaining_tim:139,remaining_work:77,rememb:44,remot:[50,74,137,271],remov:[39,86,188,211,232,248,265],remove_objects_from_arg:22,removedupl:248,renam:[31,32,43,45,71,72,76,77,80],rename_fil:32,render:[164,165,166,167,168,171,183],render_opt:[167,171],render_pipeline_graph:168,rendererd:168,repars:213,repeat:[50,69],repeatedli:[230,246],replac:[9,12,22,24,37,69,82,86,87,109,112,137,140,152,162,170,180,211,220,229,230,248,254,265,266,273],replace_al:[109,248],replace_first:248,replaceon:81,replai:[162,169],replay:[159,169,175],replec:265,repo:273,report:[9,65,77,90,95,115,124,157,269,271],report_lat:65,report_onc:269,report_success:9,repositori:[235,273],repr:9,repres:[10,13,22,36,41,42,43,50,55,64,67,69,74,77,81,82,84,85,89,92,95,99,106,124,131,139,167,170,195,208,220,225,230,233,234,241,246,253,272,275,278],represen:230,represent:[4,50,55,139,159,165,167,168,180,186,220,233,249,275],request:[23,28,29,30,43,44,48,53,55,59,61,65,66,69,83,93,98,99,101,103,112,114,115,117,118,119,139,149,152,219,220,271,278],request_dynamic_split:139,request_iter:[112,115],requir:[2,6,10,19,24,36,39,50,61,64,67,69,77,78,79,82,86,98,101,103,106,107,120,159,160,169,170,178,184,194,213,230,232,248,265],required_label:124,required_transform:165,required_transform_id:180,requires_bundle_fin:120,requires_partition_bi:10,requires_partition_by_index:10,requires_splittable_dofn:120,requires_stable_input:120,requires_stateful_process:120,requires_time_sorted_input:120,requisit:[39,78,79],reserv:262,reserve_pric:[201,203],reset:246,reset_index:12,reshard:50,reshuffl:[61,81,120,230,248],reshuffleperkei:248,resid:[67,239],residu:[77,139,152,196],residual_range_track:85,residual_restrict:[77,152],residual_valu:196,resolut:[82,195,275],resolv:112,resolveartifact:112,resourc:[50,77,118,170,173,217,230,272],respect:[9,24,50,77,82,85,86,87,89,160,230,232],respond:[112,136,146],respons:[6,28,29,30,43,45,69,77,100,101,102,103,104,112,115,117,150,152,162,180,220],rest:[50,243],restrain:230,restrict:[64,77,90,93,152,196,216,230,239],restriction_cod:[152,230],restriction_s:[216,230,239],restriction_track:[23,196,216,239,278],restrictionparam:[216,230,239],restrictionprogress:77,restrictionprovid:[216,230,239],restrictiontrack:[77,84,196,216,230],restrictiontrackerview:196,restritiontrack:196,result:[2,8,9,10,21,22,41,42,43,50,55,60,61,63,64,67,77,78,81,85,89,92,93,95,106,131,136,137,139,149,150,151,152,156,159,165,170,171,180,195,211,214,215,225,227,229,230,240,243,248,249,251,265,269,272],result_pcol:240,resum:[90,152,196,230],retain_unknown_opt:106,retiev:173,retri:[50,55,62,77,81,99,103,215,220,230,264,278],retriev:[9,22,28,29,44,67,69,112,164,166,170,173,180,211,229,251],retry_alwai:[50,55],retry_arg:73,retry_filt:271,retry_func:73,retry_nev:[50,55],retry_on_beam_io_error_filt:271,retry_on_io_error_and_server_error:215,retry_on_rpc_error:62,retry_on_server_errors_and_notfound_filt:271,retry_on_server_errors_and_timeout_filt:271,retry_on_server_errors_filt:271,retry_on_server_errors_timeout_or_quota_issues_filt:271,retry_on_transient_error:[50,55],retrystrategi:[50,55],return_context:109,return_type_hint:251,returns_windowed_valu:139,reusabl:180,revers:[229,243,248,253],reverse_hash_t:272,reverseartifactretrievalservic:112,reversehasht:272,review:69,rewind:[43,44],rewrit:72,rfc3339:275,rfc:[36,74,275],rfloordiv:12,right:[13,85,109,271],right_fract:85,right_result:85,rmod:12,rmul:12,roadmap:[37,39,78,79],role:[120,188,201],roll:65,root:[10,32,69,149,150,155],root_transform:[149,157],rootbundleprovid:155,rot_four:254,rot_n:254,rot_thre:254,rot_two:254,rotate_kei:216,roughli:230,round:[12,164],row:[4,50,52,54,55,56,69,78,82,120,131,208,242],row_cod:[0,278],row_group_buffer_s:82,row_typ:[250,278],rowasdictjsoncod:[50,55],rowcod:[4,78,242],rowtostringwithslowdown:54,rowtypeconstraint:255,rpc:[59,65,93,119,271],rpcerror:62,rpow:12,rsub:12,rtruediv:12,run:[9,11,15,18,21,22,39,49,54,60,70,75,77,78,79,109,111,117,134,135,136,137,141,148,149,150,153,155,159,162,165,166,169,170,171,175,179,180,186,187,195,202,203,211,213,214,216,217,223,224,225,226,227,230,233,262,273],run__nativewrit:137,run_abc:195,run_async:195,run_benchmark:[224,225,226,227],run_bq_pipelin:49,run_coder_benchmark:223,run_combinevaluesreplac:137,run_command:192,run_flatten:137,run_groupbykei:137,run_impuls:137,run_pardo:137,run_pipelin:[75,137,141,147,153,169,171,195,236],run_pipeline_with_expansion_servic:236,run_queri:[55,202],run_read:137,run_runnerapiptransformhold:137,run_single_pipelin:225,run_teststream:137,run_transform:195,run_using_threadpool:22,runner:[9,11,15,37,39,47,50,53,55,61,77,78,79,93,106,107,109,115,117,217,218,230,232,240,248,278],runner_api_requires_keyed_input:[230,240],runner_implemented_transform:109,runner_kwarg:9,runner_pcoll_to_user_pcol:180,runnerapi:117,runnerapienvironmenthold:234,runnerapifn:[2,230,249,276],runnererror:15,runtest:[100,102,104,184,237,238,245,252,258,260,261,263],runtim:[2,15,39,41,50,61,78,79,118,162,170,211,216,239,251,259,274],runtime_list:211,runtime_opt:[31,43,71,80,108],runtime_type_check:260,runtimeerror:[15,55,109],runtimemetr:211,runtimest:[148,230,247],runtimetim:[230,247],runtimevalueprovid:[31,43,71,80,108],runtimevalueprovidererror:15,s3_path:32,s3_prefix:31,s3clienterror:30,s3download:32,s3filesystem:[23,25,278],s3io:[23,25,278],s3upload:32,safe:[18,44,77,146,165,167,196],safefastprimitivescod:[160,162],safeti:[77,196],sai:[6,77],same:[2,6,8,10,31,32,41,42,43,45,55,67,71,72,77,80,81,85,86,89,94,95,103,109,131,135,139,143,162,170,180,195,209,216,221,225,229,230,239,248,249,253,254,265,271,272,273],sampl:[2,49,50,67,101,102,103,124,160,165,166,229,243,247],sample_resolution_sec:162,sample_s:160,sampled_byte_s:124,samtool:89,sara:69,satisfi:[77,257],save:[160,211,269],save_main_sess:216,save_modul:21,save_pcod:[160,162,187],scale:[50,77,89],scenario:[50,55,77],schedul:[145,150,196],schedule_pending_unblocked_task:149,schema:[2,4,8,23,24,39,48,51,52,55,82,89,131,208,211,235,242,250,278],schema_as_json:50,schema_autodetect:50,schema_nam:51,schema_pb2:4,schema_pb2_grpc:[110,111,278],schema_side_input:[50,52],schema_str:55,schemabasedpayloadbuild:235,schematyperegistri:256,scheme:[31,43,45,71,76,77,80,107],scope:[169,170,173,180,183],score:89,screen:184,screen_diff:[132,158,181,182,278],screendiffintegrationtestenviron:184,screenshot:183,scrub:98,sdf:[152,196,216,230],sdf_direct_runn:[132,142,278],sdf_invok:152,sdf_pair_with_restrict:120,sdf_process_sized_element_and_restrict:120,sdf_split_and_size_restrict:120,sdf_truncate_sized_restrict:120,sdf_util:[132,278],sdfprocesselementinvok:152,sdist:111,sdk:[36,37,39,65,69,77,78,79,115,118,129,137,170,187,196,230,235,251,262,277],sdk_locat:202,search:[23,48,66,271,278],search_typ:[66,67],sec:225,second:[6,31,32,36,43,45,55,65,67,71,72,74,79,80,85,98,99,101,103,136,144,166,170,211,215,216,218,227,230,240,246,248,249,254,269,270,271,275],section:77,see:[6,24,36,37,39,41,44,45,50,52,59,61,64,76,77,78,79,82,85,86,87,90,106,107,109,152,159,167,171,195,216,230,240,242,246,248,249,260,272],seed:[223,224],seek:[43,44],seek_cur:[43,44],seek_end:[43,44],seek_set:[43,44],seekabl:[41,43,44],seen:176,select:[50,69,78,82,131,207,242],select_dtyp:12,self:[2,3,9,10,13,56,77,166,169,180,185,196,214,227,230,233,240,247,251,272,275,276],seller:[201,203],semant:[61,77,218,240,246,250,262],send:[32,50,59,67,69,101,103,115,154,162,202,205,211],sens:6,sensit:[50,98],sent:[50,59,69,115,230],separ:[50,77,89,185,216,230,249,251,272],sequenc:[9,64,77,89,99,101,103,223,224,239,257],sequenti:[44,67,77,112,171],seri:[52,67,201,202,203,205,206,207,216,225,249],serial:[6,50,55,77,79,109,124,137,155,194,235,276],serializ:[218,248,272],serialize_windowing_strategi:137,serialized_byt:270,serialized_data:137,series_uid:67,seriesinstanceuid:67,serv:[159,170,183,184,205,273],server:[37,39,67,78,79,81,112,114,115,116,117,118,119,121,122,123,125,126,159,170,184,219,235,271,273],server_nam:39,servic:[18,24,37,39,55,69,74,77,78,79,82,86,106,107,112,114,115,116,117,118,119,121,122,123,125,126,136,137,139,159,162,170,215,235,242,271,273],session:[10,21,66,67,69,169,171,249,266],session_id:69,session_window:127,sessionwindowspayload:127,set:[6,10,13,24,32,33,36,37,39,41,42,43,44,45,47,50,52,56,59,61,64,67,69,72,74,77,78,79,81,82,85,86,87,89,90,93,94,103,106,107,112,124,131,137,149,152,154,157,159,165,169,170,171,178,185,188,195,215,216,218,221,225,229,230,243,246,247,248,249,251,257,262,265,271],set_background_caching_job:170,set_cache_manag:170,set_cached_source_signatur:170,set_current_posit:[33,77,83],set_index:12,set_interval_m:47,set_limiters_for_test:175,set_message_count:47,set_opt:45,set_pipeline_result:170,set_process_element_invok:152,set_properti:64,set_proto_map:178,set_render_opt:171,set_running_in_gc:18,set_runtime_opt:108,set_split_points_unclaimed_callback:[77,83],set_stat:225,set_test_stream_service_control:170,set_watermark:90,setruntimest:[148,247],setstatespec:[225,247],setup:[39,77,78,79,111,152,211,217,230,259,260],setupopt:[106,107],sever:[23,33,39,50,55,67,78,79,136,139,159,221,227,230,240,248],sf_copy_csv_date_time_randomsuffix:39,sha1:220,sha384:188,shape:[12,167,187,216],shard:[24,40,42,63,82,86,87,221],shard_index:42,shard_name_templ:[24,40,82,86,87],share:[50,106,124,143,149,187,190,230,264,278],shared_handl:272,shared_unbounded_inst:274,shift:[12,109],shorthand:[179,180,230],shortvalu:233,shot:180,should:[10,21,22,31,36,41,42,43,44,45,50,55,59,64,67,71,74,77,80,81,86,90,94,99,101,103,109,131,139,152,155,159,165,169,170,171,173,176,180,184,186,188,195,208,215,216,217,218,221,224,229,230,233,234,239,241,246,248,251,262,269,271,272,276,278],should_drop:233,should_execute_seri:155,should_fir:246,should_retri:55,should_skip:184,shouldn:[170,186],show:[169,171],shown:[50,233],shuffl:[139,225,230],shuffle_posit:139,shufflebarri:216,shuffler:6,shut:[230,273],shutdown:[149,150,274],side:[15,22,50,52,59,69,101,103,131,145,149,151,173,216,226,230,241,245,248,272],side_input:[50,55,120,149,155,240],side_input_valu:150,side_input_visitor:137,side_inputs_contain:157,side_t:50,sideinput:[228,278],sideinput_microbenchmark:[222,278],sideinputbarri:216,sideinputerror:15,sideinputmap:241,sideinputparam:230,sign:[103,248],signal:[44,50,77],signatur:[159,170,185,195,230,271],signifi:265,signific:[61,278],significantli:[24,77,248],similar:[9,65,232,243],similarli:[50,242],simpl:[1,2,24,82,93,159,206,207,211,216,227,230,248,249,251,257,262,271,278],simplefilt:265,simpler:[19,77,240],simpli:[106,168,205,230,269],simplic:159,simplifi:159,simul:[54,201,202,203,205,206,207,220],simultan:32,sinc:[2,6,36,50,55,59,61,65,67,74,77,144,169,170,180,221,249,256,265,270,275],singl:[13,24,32,40,41,44,50,52,61,69,72,77,82,89,92,142,146,147,156,162,169,218,219,221,229,230,243,248,249,251,254,272],single_partit:52,single_partition_tag:52,singleton:[13,69,131,170,173],singletoncod:2,sink:[23,40,42,43,50,55,74,77,79,81,86,87,139,160,162,187,278],sinkwrit:139,situat:[159,180,230],size:[2,5,12,22,24,30,31,32,41,43,44,45,50,52,55,61,65,67,69,71,72,76,77,80,82,84,86,124,151,169,176,216,223,225,227,230,243,248,249,278],size_estimate_overrid:216,size_in_byt:[43,162],size_limit:176,sizelimit:176,skip:[9,55,85,86,170,171,184,220,230],skip_directori:42,skip_displai:171,skip_header_lin:86,skip_invalid_row:55,sleep:[220,271],sleep_duration_sec:55,sleep_per_input_record_sec:216,sleep_sec:215,slide:249,sliding_window:127,slidingwindow:249,slidingwindowspayload:127,slightli:162,slot:249,slow:54,slow_stream:[0,278],slower:50,small:[39,50,63,78,79],small_dict:223,small_int:223,small_list:223,small_message_with_map:223,small_str:223,small_tupl:223,smaller:[36,69,74,243,248,275],smallest:[229,243,248],smallestperkei:229,snappi:55,snapshot:[50,69,157,180],snowflak:[23,34,278],snowflakecomput:39,snowflakeio:39,softwar:[43,168],sold:242,solut:240,some:[42,50,63,67,69,77,85,101,102,137,150,155,159,162,169,176,195,196,221,230,240,248,269,278],some_attr:230,some_field:230,some_test:185,somefn:240,someinst:169,someth:[13,42,50,67,139,269],sometim:[6,230],son:81,soon:[169,196],sopinstanceuid:67,sort:[9,42,64,69,229,243],sort_valu:12,sortbi:269,sourc:[1,2,3,4,5,8,9,10,11,12,13,14,15,18,19,20,21,22,23,24,28,29,30,31,32,33,36,37,39,40,41,42,43,44,45,47,49,50,51,52,53,54,55,56,59,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,92,93,94,95,98,99,100,101,102,103,104,106,107,108,109,112,113,114,115,117,118,119,120,124,127,131,134,135,136,137,139,140,141,143,144,145,146,147,148,149,150,151,152,153,155,156,157,159,160,162,164,165,166,167,168,169,170,171,173,175,176,177,178,179,180,183,184,185,186,187,188,192,193,194,195,196,201,202,203,205,206,207,208,209,211,213,214,215,216,217,218,219,220,221,223,224,225,226,227,229,230,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,251,252,253,254,255,256,257,258,259,260,261,262,263,265,266,267,268,269,270,271,272,273,274,275,276,278],source_bundl:33,source_file_nam:[31,43,45,71,76,80],source_format:[52,55],source_frac:33,source_index:33,source_info:85,source_ix:33,source_posit:33,source_test_util:[23,278],source_test_utils_test:85,sourcebas:[77,139],sourcebundl:77,sourcereaderprogress:139,sources_info:85,space:[6,159,162,211,243,271],spanner:69,spanner_database_nam:69,spanner_instance_id:69,spanner_project_id:69,spanner_v1:69,spannerio:[23,48,68,278],spark:[78,79],spawn:235,speak:192,spec:[4,89,113,120,124,127,130,230,247],spec_paramet:47,special:[36,50,160,209,230,273],specif:[10,13,24,39,50,55,72,77,78,79,82,86,92,95,101,103,106,109,129,131,136,139,149,152,155,216,225,230,247,261,265],specifi:[6,13,19,24,31,36,39,41,42,43,45,50,55,67,69,71,74,77,78,79,80,81,82,86,89,95,99,100,101,102,103,104,106,107,109,131,137,139,149,152,169,170,175,176,184,216,217,218,221,227,230,232,237,238,240,242,245,246,247,248,249,251,252,257,258,260,261,262,263,265,278],specul:246,spill:52,spinner:188,spinner_removal_templ:188,spinner_templ:188,split:[24,31,33,39,41,42,43,45,50,52,56,61,63,69,71,76,77,80,82,83,84,85,86,88,115,136,139,152,211,216,230,248],split_and_s:230,split_and_size_restrict:120,split_at:84,split_fract:[77,85],split_metrics_by_namespace_and_nam:211,split_offset:[83,216],split_po:84,split_point:[77,83],split_points_unknown:77,split_posit:[77,85],split_result:85,splitfractionstatist:85,splitnotpossibleerror:63,splitrestrictionfn:152,splitresultprimari:196,splitresultresidu:196,splittabl:[41,77,152,230],splittable_dofn:120,splittabledofn:[90,152],splittablepardo:152,splittablepardocompon:120,splittablepardooverrid:152,splitter:63,sql:[39,50,69,78,228,278],sql_taxi:242,sql_test:242,sqltransform:242,squar:169,src:[32,63,72,269],src_bucket:30,src_dest_pair:[32,72],src_kei:30,sre:59,sssss:[24,82,86,87],stabl:[115,180,225,278],stable_input:120,stack:[12,143,254,257],stackpath:188,stage:[77,81,112,225,272],staging_bucket_nam:39,staging_loc:202,staging_to:120,stai:[50,77,139],stale:69,stand:[9,77],standard:[4,43,50,99,106,240,271],standard_opt:106,standard_window_fns_pb2_grpc:[110,111,278],standard_window_fns_pb2_urn:[110,111,278],standardartifact:120,standardcod:120,standarddisplaydata:120,standardenviron:120,standardopt:[67,106,107],standardprotocol:120,standardptransform:120,standardrequir:120,standardsideinputtyp:120,star:269,start:[28,29,32,33,37,39,42,44,55,69,76,77,78,79,83,84,85,89,106,107,115,124,131,150,159,164,170,171,176,184,192,195,201,203,215,219,239,249,269,273],start_bundl:[52,134,135,151,152,211,216,230,259,260],start_bundle_msec:124,start_periodic_upd:164,start_posit:[33,41,77,83,84,85,88,216],start_process:273,start_read_tim:79,start_sess:171,start_stat:150,start_timestamp:239,starting_point:[225,227],startup:[18,39,78,79,267],startupload:30,startwork:115,stash:9,stat:[85,164,165,228,278],state:[55,77,115,117,120,136,137,141,146,148,149,152,155,159,162,166,169,170,171,173,176,180,195,201,203,215,225,230,246,247,248,254,257],state_backed_iter:120,state_cache_s:234,state_sampl:150,state_spec:[148,247],state_tag:148,statement:[39,69,78,221,278],stateparam:[225,230],statespec:247,staticvalueprovid:108,statist:[94,243],statu:[67,164,188,195,271],status:115,std:12,stdout:227,step:[2,6,50,52,60,69,77,81,93,95,136,149,152,160,180,195,211,214,216],step_context:[148,152],step_id:55,step_label:2,step_nam:[149,211],still:[41,77,106,115,159,169,170,173,180,278],sting:[50,55],stop:[37,77,83,84,85,115,159,162,164,166,176,195,196,219,269,273],stop_periodic_upd:164,stop_posit:[33,41,77,83,84,85,88,139,216],stop_process:273,stop_timestamp:239,stopwork:115,storag:[23,39,48,50,72,73,77,99,106,107,230,232,278],storage_api_servic:106,storage_cli:72,storage_integration_nam:39,store:[9,23,39,42,43,45,48,50,59,66,82,85,89,99,106,109,115,154,183,187,249,257,272,275,278],store_attr:254,store_fast:254,store_glob:254,store_map:254,store_subscr:254,str:[2,19,24,32,40,41,43,44,50,55,56,61,64,67,72,74,81,82,85,86,89,98,99,101,103,109,159,165,167,168,169,170,171,178,180,188,211,217,218,220,221,233,235,247,248,251,253,256,262,266,272],straight:19,strategi:[42,50,55,180,230,275],stream:[5,31,32,36,37,40,42,43,44,45,47,50,52,55,67,71,72,74,76,77,80,106,112,117,137,140,147,159,162,166,170,176,197,201,202,203,205,206,207,210,218,219,221,230,244,278],streaming_cach:[132,158,161,278],streaming_impuls:47,streaming_insert:50,streamingcach:162,streamingcachemanag:162,streamingcachesink:162,streamingcachesourc:162,streamingusermetricsdofn:135,stress:85,strict:[10,180],strictli:[6,36,74],string:[2,10,20,24,31,36,39,41,42,43,44,45,50,52,55,60,64,67,71,72,74,76,78,79,80,81,82,83,86,87,89,93,94,107,131,139,173,180,188,213,215,216,220,221,223,227,230,233,235,248,253,256,265,270,272,273,275],string_utf8:120,string_valu:233,stringifi:[9,173],strings_arrai:39,stringutil:137,strip_trailing_newlin:86,strongli:85,struct:[82,270],struct_obj:193,struct_to_dict:193,structur:[19,31,43,45,71,80,106,257],strutf8cod:[2,86],stub:273,stub_class:273,studi:67,study_uid:67,studyd:67,studyinstanceuid:67,style:[43,62,67],stylesheet:188,sub:[12,13,36,41,74,77,139,195,220,230,275],sub_client:220,sub_range_track:33,subclass:[3,6,11,77,83,85,88,94,106,107,229,230,233,240,249,267],subclassess:107,subcompon:233,subdirectori:278,subject:[74,265],submit:[117,137,274],submit_timestamp:211,submodul:[26,57,96,198],subpartit:13,subprocess:[235,268,273],subprocess_serv:[264,278],subprocesssdkenviron:234,subprocessserv:273,subscrib:117,subscribercli:220,subscript:[36,67,74,220],subsequ:[77,139,160,176,271,272],subset:262,substitut:[248,273],subsystem:6,subtransform:180,subtrigg:246,succe:[52,69,77,85],succeed:[32,59,72,77],success:[59,67,77,139,160],successful_request:59,successfulli:[55,77,112,137,159],suffic:265,suffici:[77,139,180],suffix:[24,42,43,60,82,86,87,220],sugar:169,suggest:[77,265],suggested_split_posit:85,suit:[201,202,203,205,206,207],suitabl:[2,9,155,173,230,273],sum:[8,12,14,65,92,95,211,230],sum_attr:230,sum_doubl:124,sum_double_typ:124,sum_int64:124,sum_int64_typ:124,sum_int_64:95,sum_payload_combin:95,sum_valu:214,summar:9,sunnyval:203,suppli:[98,106,109,131,162,217,229],support:[2,19,24,31,37,42,43,44,50,55,56,64,67,69,71,74,76,77,78,79,80,82,86,109,117,139,147,148,160,170,180,195,220,230,233,235,240,246,248,251,252,256,259,263],suppos:50,sure:[39,52,69,77,78,79,81,107,152,160,215,221],surround:248,switchingdirectrunn:[147,153],symmetric_binary_op:254,symptom:50,sync:155,synchron:196,syntax:[2,19,43,45,50,56,169,230,250,252,258,261,262,263],synthes:173,synthesize_pipeline_nam:173,synthet:[180,216],synthetic_pipelin:[197,278],syntheticsdfassourc:216,syntheticsdfsourcerestrictionprovid:216,syntheticsdfstep:216,syntheticsdfsteprestrictionprovid:216,syntheticsourc:216,syntheticstep:216,sys:[106,109,217],system:[31,43,45,71,76,77,80,136,196,217,230,246],tabl:[23,39,48,49,51,52,54,55,56,69,77,82,166,208,211,272,278],table_dict:50,table_el:272,table_field:51,table_field_to_avro_field:51,table_id:[55,56],table_nam:50,table_names_dict:50,table_refer:[52,55],table_row:[50,55],table_schema:[50,51,55],table_schema_to_dict:[50,55],table_side_input:[50,52],tablecel:50,tablefieldschema:50,tableid:55,tablerefer:[50,52,55],tablerow:[50,55],tablerowjsoncod:50,tableschema:[50,55],tabular:208,tag1:248,tag2:248,tag:[50,67,69,131,154,187,217,218,230,241,248,272],taggedoutput:131,tail:[31,43,45,71,80,160,162],take:[14,22,42,50,52,67,69,77,98,101,109,136,139,162,216,221,227,230,232,243,248,272],taken:[60,248],takes_windowed_valu:139,talk:66,tar:202,target:[52,59,112,114,115,117,118,119,235,239,248],target_batch_duration_sec:248,target_batch_overhead:248,target_window_fn:241,task:[77,149],teardown:[230,259,260],techniqu:50,tell:[43,44,55,67],temp:160,temp_dataset:55,temp_dataset_:55,temp_file_format:[50,52],temp_loc:[50,52,202],temp_path:40,temp_tabl:[52,55],temp_table_:55,tempdir:220,templat:[24,82,86,87,98,108],temporari:[36,39,50,52,74,77,220,248],temporarili:271,temporary_t:52,temporaryt:52,term:[50,67,77],termin:[152,166,170,203,215],test:[9,39,50,62,72,75,79,85,100,102,103,104,107,132,134,141,144,153,158,159,166,169,170,236,237,238,245,248,252,258,260,261,263,271,278],test_analyzing_syntax:100,test_annotations_with_arbitrary_input_and_output:263,test_annotations_with_arbitrary_output:263,test_annotations_with_none_input:263,test_annotations_with_none_output:263,test_annotations_with_pbegin:263,test_annotations_with_pdon:263,test_annotations_without_any_internal_typ:263,test_annotations_without_any_typehint:263,test_annotations_without_input_internal_typ:263,test_annotations_without_input_pcollection_wrapp:263,test_annotations_without_input_typehint:263,test_annotations_without_output_internal_typ:263,test_annotations_without_output_pcollection_wrapp:263,test_annotations_without_output_typehint:263,test_bigquery_cli:[50,55],test_cache_manag:[132,158,181,278],test_cas:186,test_client:[50,52],test_combine_keyword_only_arg:245,test_dataflow_runn:[132,133,278],test_direct_runn:[132,142,278],test_do_fn_keyword_only_arg:245,test_env:9,test_filter_wrapp:261,test_flat_map_tuple_wrapp:261,test_flat_map_wrapp:261,test_flat_map_wrapper_optional_output:261,test_from_cal:252,test_from_callable_class:252,test_from_callable_convert_to_beam_typ:252,test_from_callable_method:252,test_from_callable_parti:252,test_from_callable_partial_annot:252,test_getcallargs_forhint:252,test_getcallargs_forhints_default_arg:252,test_getcallargs_forhints_missing_arg:252,test_id:[184,211],test_instance_id:69,test_java_expansion_dataflow:236,test_label_detection_with_video_context:102,test_map_tupl:261,test_map_wrapp:261,test_map_wrapper_optional_output:261,test_method:152,test_mixed_annotations_are_converted_to_beam_annot:263,test_nested_typing_annotations_are_converted_to_beam_annot:263,test_no_annot:252,test_notebook_path:184,test_origin:252,test_pardo_dofn:261,test_pardo_dofn_not_iter:261,test_pardo_wrapp:261,test_pardo_wrapper_not_iter:261,test_pardo_wrapper_tupl:261,test_pep484_annot:263,test_pipelin:[197,278],test_project_id:69,test_read_metr:88,test_runner_api:[109,217],test_setup:260,test_side_input_keyword_only_arg:245,test_stream:[120,197,278],test_stream_impl:[132,142,278],test_stream_servic:[197,278],test_text_detection_with_language_hint:104,test_typed_callable_inst:261,test_typed_callable_iterable_output:261,test_typed_callable_not_iter:261,test_typed_callable_string_liter:261,test_typed_dofn_inst:261,test_typed_dofn_kwonli:261,test_typed_dofn_method:261,test_typed_dofn_method_not_iter:261,test_typed_dofn_method_return_non:261,test_typed_dofn_method_return_opt:261,test_typed_dofn_method_return_optional_not_iter:261,test_typed_dofn_method_with_class_decor:261,test_typed_dofn_string_liter:261,test_typed_dofn_var_kwarg:261,test_typed_flatmap:261,test_typed_flatmap_opt:261,test_typed_flatmap_output_hint_not_iter:261,test_typed_flatmap_output_value_not_iter:261,test_typed_map:261,test_typed_map_return_opt:261,test_typed_ptransform_with_bad_input:261,test_typed_ptransform_with_bad_typehint:261,test_typed_ptransform_with_bare_wrapp:261,test_typed_ptransform_with_do_outputs_tuple_compil:261,test_typed_ptransform_with_generic_annot:261,test_typed_ptransform_with_no_error:261,test_typed_ptransform_with_no_typehint:261,test_typed_ptransform_with_partial_typehint:261,test_typing_module_annotations_are_converted_to_beam_annot:263,test_url:184,test_util:[197,278],test_with_side_input:263,test_wrapper_pass_through:260,test_wrapper_pipeline_type_check:260,testbuildlistunpack:258,testbuildtupleunpack:258,testcas:[100,102,104,184,186,220,237,238,245,252,258,260,261,263],testclock:144,testdataflowrunn:[141,213],testdb:81,testdirectrunn:[153,213],testenviron:9,testfil:9,testmod:9,testopt:[106,107],testpardoannot:263,testpipelin:[78,217],testptransformannot:263,testrunn:[213,217],teststr:9,teststream:[119,120,154,162,218,219],teststreamfil:162,teststreamfilerecord:162,teststreampayload:219,teststreamservic:[119,218],teststreamservicecontrol:[162,219],teststreamserviceservic:[119,219],teststreamservicestub:119,testwindowedvalu:221,text:[9,42,50,51,55,77,86,98,99,109,134,160,168,188,221,278],text_typ:[101,103],textio:[23,278],textrender:168,tfrecord:87,tfrecordio:[23,278],tfs:247,than:[2,8,36,43,45,50,52,61,63,69,74,77,82,83,89,169,190,218,230,239,243,248,251,254,272,275,276],thei:[14,39,43,50,55,67,77,81,85,90,94,106,131,155,159,170,221,229,230,248,249],them:[8,21,52,67,69,77,137,170,230],themselv:[42,93,131,262],thereaft:112,therebi:230,therefor:43,thereof:180,thi:[2,6,8,9,10,11,13,18,22,24,31,32,36,37,39,40,41,42,43,44,45,47,50,51,52,53,55,56,59,61,63,64,65,67,69,71,72,74,77,78,79,80,81,82,83,85,86,87,89,90,92,93,94,95,98,103,106,109,112,115,119,131,132,133,136,137,139,140,142,143,145,147,149,152,155,159,160,162,164,165,166,167,168,169,170,171,173,176,178,180,186,187,195,196,203,205,206,207,215,216,217,218,219,220,221,223,224,225,229,230,233,235,240,241,242,243,246,247,248,249,251,253,257,262,265,269,271,272,273,275,276,278],thing:[77,243,269],those:[2,24,39,50,52,56,67,77,165,170,217,230,233,243],though:230,thread:[18,22,44,67,77,85,146,164,165,167,196,272],thread_pool_executor:[264,278],threadsaf:196,threadsafe_restriction_track:196,threadsaferestrictiontrack:196,threadsafewatermarkestim:196,three:[6,36,67,69,74,77,85,93,201,239],threshold:232,throttl:59,throttle_request:59,throttler:59,through:[77,81,83,103,107,109,159,166,170,202,205,216,230,271],throughout:[22,50,159,166,180],throughput:[50,147],thrown:42,thu:[160,170,180,230,248],tile:243,till:[77,152],time:[6,8,10,22,24,31,32,36,41,43,45,50,55,59,65,69,71,72,74,77,79,80,82,86,87,89,90,95,98,99,101,103,124,137,139,144,152,155,159,160,169,170,171,195,196,211,215,218,224,225,226,227,229,230,232,239,244,246,248,249,262,267,270,271,275],time_delai:196,time_domain:[156,246,247],time_in_m:202,time_prefix:269,time_sorted_input:120,timedelta:[69,233],timedomain:[244,247],timeout:[32,50,72,98,99,101,103,112,114,115,117,118,119,141,195,203,213,271],timeout_sec:[20,162],timeouterror:[32,72],timepartit:50,timer:[120,149,152,156,157,225,244,246,247,248],timer_fir:156,timer_spec:[148,247],timerfamilyspec:247,timerfir:156,timerparam:[225,230],timerspec:[225,247],timespan:176,timestamp:[2,36,50,69,74,77,79,82,90,92,95,143,148,152,156,157,166,169,196,201,203,211,218,221,229,230,233,239,244,246,247,248,249,264,270,278],timestamp_attribut:[36,74,75],timestamp_combin:[230,249],timestamp_pb2:275,timestamp_proto:275,timestampcod:2,timestampcombin:[230,249],timestamped_valu:218,timestampedvalu:[218,248,249],timestampinvalu:248,timestampparam:[152,211,229,230,248],timeutil:[2,228,249,278],timezon:[36,74,169,275],tl_referenced_pcoll_id:178,tl_required_trans_id:178,to_be_merg:[246,249],to_client_ent:64,to_client_kei:64,to_datafram:8,to_dict:[12,99],to_element_list:188,to_json_valu:19,to_kei:95,to_low:251,to_numpi:12,to_panda:82,to_pcollect:8,to_proto:275,to_proto_str:74,to_record:12,to_rfc3339:275,to_runner_api:[2,109,131,194,218,230,234,240,244,246,247,276],to_runner_api_paramet:[2,4,47,50,74,77,218,230,234,240,248,249,276],to_runner_api_pickl:240,to_runner_api_transform:235,to_spars:12,to_str:12,to_timestamp:270,to_type_hint:[2,4,55],to_utc_datetim:275,tobytescod:86,todict:229,todo:[52,109,160,162],togeth:[67,69,94,103,196,230,272],toggl:251,token:[39,112,265,272],toler:[77,89],tolist:229,too:[50,52,63,77,85,230],took:[2,276],tool:[50,51,55,67,278],top:[63,109,165,178,186,229,251,254,266,278],top_n_doubl:124,top_n_double_typ:124,top_n_int64:124,top_n_int64_typ:124,topic:[36,67,74,79,220],tos:67,toset:229,tostr:248,total:[42,47,55,77,85,124,139,229,230,248,251,271],total_byt:211,total_bytes_count:211,total_messag:211,total_msec:124,total_s:77,total_shard:42,total_work:77,traceabl:67,track:[65,77,83,94,145,146,149,155,157,159,173,180,230],track_user_pipelin:170,tracked_user_pipelin:170,tracker:[33,65,77,83,85,230],trail:248,transact:69,transaction_id:69,transfer:131,transform:[6,7,12,24,33,36,37,39,42,47,50,52,54,55,56,61,67,69,74,77,78,79,81,82,86,87,88,89,93,98,99,101,103,106,107,109,120,124,131,134,135,137,139,143,145,147,148,149,151,152,155,157,159,160,162,171,178,180,186,187,195,196,203,211,216,218,221,225,251,259,260,266,278],transform_evalu:[132,142,152,156,278],transform_evaluation_st:150,transform_evaluator_registri:150,transform_keyed_st:157,transform_label:186,transform_nod:[137,195],transform_proto:178,transformerror:15,transformevalu:[148,150,155,156],transformevaluatorregistri:155,transformexecutor:150,transformresult:[149,156],transforms_keyword_only_args_test_py3:[228,278],transformss:152,transformwatermark:157,transit:112,translat:[37,39,43,109,136,242],translate_pattern:43,transpos:12,travers:[106,109],treat:[42,159,180,275],treatment:[209,230],tree:[9,10,31,43,71,80,216],tri:[83,271],trigger:[42,50,52,149,176,228,230,278],triggercontext:246,triggercopyjob:52,triggerfn:[230,246],triggering_frequ:[50,52],triggerloadjob:52,trivial:[85,230,257],trivial_infer:[250,258,278],trivial_inference_test_py3:[250,278],trivialinferencetest:258,truediv:12,truncat:[77,230,275],truncate_sized_restrict:120,try_claim:[33,77,83,84,196],try_split:[33,77,83,84,85,196,216],tupl:[2,14,19,22,32,33,36,39,50,52,55,64,72,77,79,85,89,95,99,101,103,130,131,160,196,211,216,221,229,230,239,247,248,251,254,262,276],tuple_inst:235,tuplecod:2,tuplesequencecod:2,turn:[50,271],tweet:69,twice:[21,77,95],two:[6,24,31,36,43,45,50,52,67,69,71,74,76,77,80,82,85,131,139,162,186,209,211,216,230,242,251,257,262,265,272],txt:220,typ:253,type1:50,type2:50,type3:50,type:[2,4,6,9,10,19,22,23,24,31,32,36,39,41,42,43,45,48,50,51,55,56,57,58,61,63,67,69,71,72,74,77,78,80,82,83,85,89,95,98,99,101,103,109,115,120,124,131,139,162,208,211,217,220,229,230,233,234,235,240,242,248,250,251,253,256,257,259,261,262,263,265,275,276,278],type_1:251,type_2:251,type_:256,type_check:[255,262],type_check_input:240,type_check_inputs_or_output:240,type_check_output:240,type_hint:[4,240,251,257,259],type_urn:95,typecheck:[250,260,278],typecheck_test_py3:[250,278],typecheckcombinefn:259,typecheckerror:[229,251],typechecktest:260,typecheckvisitor:259,typecheckwrapperdofn:259,typecod:[0,278],typeconstraint:[240,251,253,255,257,262],typed_pipeline_test_py3:[250,278],typedict:233,typeerror:[19,40,41,50,109,230,240],typehint:[2,6,230,240,278],typehints_test_py3:[250,278],typeinferenceerror:257,typeopt:[106,107],typevari:262,typic:[10,41,86,87,89,109,195,216,224,230,240,265,272],typing_from_runner_api:256,typing_to_runner_api:256,uid:[40,77],ultim:251,unabl:[61,242],unari:254,unary_convert:254,unary_invert:254,unary_neg:254,unary_not:254,unary_posit:254,unavail:[63,160],unbatch:69,unbound:[37,42,47,79,139,162,180,218,230,232,249,278],unbounded_per_el:230,unbounded_sourc:180,unboundedthreadpoolexecutor:274,unchang:253,unclaim:77,uncommit:149,uncommitted_output_bundl:156,uncommittedbundl:143,uncompress:[43,82],unconsum:77,undeclar:230,undeclared_tag_valu:156,undeliver:67,under:[32,43,50,61,74,170,202,230,248],underli:[2,43,45,63,86,89,106,149,162,171,180,240,246,249,257],underlying_result:171,underlying_runn:[171,178],underscor:[50,55],undesir:6,uneven:216,unfinish:77,ungroup:213,unhash:272,unhashed_str:272,unicod:[19,78,168,242,256],union:[33,85,98,99,101,103,195,230,249,253,257,262],union_list:257,uniqu:[10,36,42,55,74,77,81,93,131,152,166,173,180,188,211,229,234,235,243,248,266],unique_id:256,unique_row_id:55,unit:[36,74,82,85,166,169,170,233,237,238,245,249,260,261,263],unittest:[100,102,104,184,186,220,237,238,245,252,258,260,261,263],unix:[31,36,43,45,71,74,80,218,249,275],unknown:[2,77,106,195,216,249],unless:[24,44,64,82,86,131,249],unlik:69,unmergedst:149,unmodifi:230,unnecessari:[186,230],unpack:[251,270],unpack_ani:270,unpack_sequ:254,unpickl:[107,217],unprocess:[77,152,230],unprocessed_bundl:[156,157],unquot:160,unrecogn:195,unset:64,unsplitt:[77,83],unsplittablerangetrack:83,unstack:12,unstart:83,unsupport:64,until:[44,50,55,90,117,137,141,151,155,159,162,166,170,195,217,230,239,248],untouch:254,unused_arg:[54,152,203,216,225,230,239,251,254],unused_compon:2,unused_context:[2,4,230,240,246,248,249,276],unused_el:239,unused_element_cod:218,unused_fn_paramet:249,unused_input:[77,218,230],unused_input_typ:[47,230,240],unused_kwarg:[54,152,203,216,225,230,239,251],unused_paramet:[230,248],unused_payload:[2,230,234],unused_pre_finalize_result:40,unused_ptransform:[77,230,248],unused_registri:2,unused_st:254,unused_typehint:2,unwrap:[218,257],unwrap_al:257,unwritten_record_tag:52,unwrittenrecord:52,updat:[12,32,39,50,69,72,77,78,79,83,94,109,137,146,148,149,157,164,165,166,176,195,224,230],update_cached_source_signatur:159,update_displai:164,update_pcollection_stat:165,update_phys:146,update_watermark:157,updating_pv:166,upload:[28,32,44,112],upload_id:30,upload_part:[28,29],uploaderstream:44,uploadpart:30,uploadpartrequest:[28,30],uploadpartrespons:[28,30],uploadrequest:[28,30],uploadrespons:[28,30],uploadtodicomstor:67,upon:[44,77],upper:[10,24,82,86,87,251],upper_bound:224,upstream:[145,230],uqfound:21,uri:[31,43,71,80,81,99,101,103,107],uri_schema_pattern:45,url:[39,43,76,78,120,141,184,218,233,234,242,273],urn:[2,36,37,39,47,78,79,95,109,113,120,124,127,128,129,130,159,230,234,235,240,242,249,264,278],usabl:[24,82],usag:[2,67,77,81,85,98,101,103,106,109,159,162,166,173,185,202,203,214,240,247,251,265,266,267,269,272],use:[2,3,5,6,10,16,17,18,19,20,21,22,24,31,32,33,36,37,39,43,44,45,50,53,59,61,62,63,65,67,69,71,72,74,75,77,78,79,80,82,85,86,90,93,94,95,100,102,104,106,107,109,110,111,112,129,130,131,136,137,139,143,144,145,150,155,156,157,159,166,169,170,171,175,176,177,179,180,184,186,194,208,213,216,217,218,220,222,223,230,234,235,237,238,241,242,243,245,248,251,252,254,257,258,259,260,261,263,264,265,268,269,270,271,272,275,276],use_avro_logical_typ:55,use_beam:9,use_cach:179,use_deprecated_int96_timestamp:82,use_fake_cod:[109,194],use_fastavro:[24,208],use_fn_api:137,use_global_window:221,use_json_export:50,use_legacy_sql:55,use_name_in_eq:262,use_standard_sql:50,use_unified_work:137,used:[2,4,6,9,10,13,20,21,22,24,31,36,39,41,42,43,45,47,50,51,52,53,55,56,61,64,67,69,71,74,77,79,80,82,83,86,87,89,92,93,94,95,98,103,106,109,124,131,132,137,139,143,144,145,149,152,154,155,156,159,160,162,165,166,169,170,180,186,187,188,195,203,211,215,216,217,218,219,221,223,230,232,233,239,240,241,246,248,249,251,262,265,271,273,276],useful:[2,95,149,230],user:[22,24,31,39,41,42,43,45,50,55,61,67,69,71,74,77,78,79,80,93,94,95,103,124,131,135,136,139,148,159,166,169,170,173,175,178,180,186,211,233,241,247,265,266,267],user_bottom_n_doubl:124,user_bottom_n_int64:124,user_distribution_doubl:124,user_distribution_int64:124,user_id:69,user_kei:247,user_latest_doubl:124,user_latest_int64:124,user_log:50,user_pipelin:[159,180],user_sum_doubl:124,user_sum_int64:124,user_top_n_doubl:124,user_top_n_int64:124,user_typ:253,usermetricsdofn:134,usernam:[39,78],userst:[148,228,230,278],userstatecontext:[148,247],uses:[6,36,39,43,50,61,63,67,69,74,81,90,155,216,220,232,235,243,272],using:[2,6,10,18,19,22,39,42,44,45,49,50,55,67,77,78,79,86,89,99,101,103,106,109,119,131,137,139,140,147,150,152,159,160,168,170,185,188,208,216,218,220,230,232,235,240,243,249,251,262,265,272],usr:273,usual:[137,160],utc:[36,74,275],utf16:99,utf32:99,utf8:99,utf:[2,86,221],util:[16,19,20,23,42,43,44,48,55,57,58,69,85,103,110,124,132,137,142,152,158,168,175,178,186,191,194,196,197,203,211,216,217,218,220,222,228,230,244,249,251,277,278],uuid:211,v1new:[23,48,57,278],v31:248,v32:248,v33:248,val:[5,173],valid:[9,11,24,41,43,50,52,55,74,82,83,86,87,89,106,107,152,159,169,211,214,217,221,230,233,240,243,247,251,262],validate_cloud_opt:107,validate_composite_type_param:240,validate_cr:50,validate_gcs_path:107,validate_optional_argument_posit:107,validate_stateful_dofn:247,validate_test_match:107,validate_worker_region_zon:107,validate_writ:50,validatesrunn:217,valu:[1,2,3,5,9,10,15,19,21,22,24,31,36,40,41,42,43,45,50,55,61,64,67,69,71,74,77,78,79,80,82,83,85,86,87,89,90,92,93,94,95,99,106,107,108,109,124,131,137,139,145,148,151,157,160,162,170,173,183,187,195,211,213,216,217,218,220,221,223,224,226,227,229,230,232,233,235,237,238,239,241,243,246,247,248,249,251,253,257,270,271,272,275],value_cod:2,value_deseri:79,value_provid:[105,278],value_provider_list:108,value_s:216,value_seri:79,value_to_consum:[149,157],value_typ:108,valueerror:[32,40,41,43,44,50,55,72,77,85,100,102,104,106,109,184,216,217,230,233,237,238,243,245,251,252,253,257,258,260,261,263],valuegroup:248,valueprovid:[15,40,41,50,64,108],vari:2,variabl:[2,20,94,166,169,170,173,180],varianc:248,variant:89,variantcal:89,variantinfo:89,varint:[5,120],varintcod:2,variou:[50,55,85,190,223,248,254],vcf:89,vcfio:[23,278],vcfv4:89,vehicl:203,vendor:69,verbos:[223,225,227,257],veri:[77,131,151,272],verif:215,verifi:[24,41,52,60,77,82,85,86,87,89,141,153,186,205,214,215,217,218,259],verify_al:214,version:[2,39,43,78,79,89,160,170,180,211,235,253,265,273,278],vertex:167,verybig:50,vet:115,via:[9,13,39,42,50,52,66,69,78,109,152,162,194,235,249,262,276],video:[101,102],video_context:101,video_path:102,videocontext:101,videointellig:101,videointelligence_v1:101,videointelligenceml:[96,97,278],videointelligenceml_test_it:[96,97,278],videointelligencemltestit:102,view:[106,107,145,149,196],view_a:[67,106],view_class:241,view_opt:241,violat:[90,251],visibl:165,vision:103,visionml:[96,97,278],visionml_test_it:[96,97,278],visionmltestit:104,visit:[69,109,195],visit_transform:[145,195,259],visitor:[109,145],visual:[166,169,170,175,188],vkoo8x4cgso3:188,volum:230,voluntarili:152,wai:[6,39,43,50,77,78,79,83,85,139,159,162,216,219,230,240,242,248,265,272],wait:[52,55,67,98,99,101,103,137,141,162,195,215,217,239,274],wait_for_bq_job:55,wait_for_readi:[112,114,115,117,118,119],wait_until_finish:[171,195,236],wait_until_finish_dur:202,wait_until_in_st:141,waitforbqjob:52,walltimewatermarkestim:90,want:[6,67,77,131,169,180,195,196,223,230,271],warn:[188,265,271],watch:[169,170,180],watch_sourc:180,watchabl:[169,170],watermark:[77,90,149,152,154,157,162,196,218,230,244,246,247],watermark_estim:[23,196,278],watermark_estimator_st:152,watermark_manag:[132,142,278],watermark_neg_inf:157,watermark_pos_inf:157,watermark_sec:187,watermarkestim:[77,90,196,230],watermarkestimatorparam:230,watermarkestimatorprovid:[77,90,196,230],watermarkev:218,watermarkmanag:157,watermarkreporterparam:230,weather_st:50,web:[67,166],webcompon:170,webcomponentsj:170,weight:85,well:[9,10,50,65,67,77,79,85,160],were:[60,69,77,102,149,225,240,248,265],what:[2,42,50,77,180,216,230,246,249,265],whatev:[61,109,248],whelm:52,when:[5,9,10,11,18,24,36,37,39,41,43,44,50,52,55,61,63,67,74,77,78,79,82,85,86,87,90,100,102,104,109,111,131,149,152,159,162,164,165,166,170,171,176,180,184,186,196,211,213,216,217,218,220,221,225,230,233,237,238,240,245,246,252,257,258,260,261,262,263,275],whenc:[43,44],whenev:[6,10,50,230],where:[2,13,32,39,41,42,50,55,67,69,72,77,78,79,99,101,103,109,131,162,171,184,186,211,216,221,229,230,248,249,251,253,271,276,278],wherea:275,wherev:67,whether:[2,10,13,31,32,41,43,50,55,59,67,69,71,72,77,80,86,99,109,131,139,143,164,169,171,180,184,195,208,227,233,239,243,246,247,249,257],which:[2,8,9,10,14,22,24,33,36,37,39,41,42,43,50,53,55,59,61,63,64,67,69,74,77,78,79,81,82,83,86,87,89,90,98,103,115,124,131,132,136,139,147,152,154,159,160,162,165,166,169,180,195,196,208,211,213,216,217,221,229,230,232,235,239,242,243,246,247,248,249,251,253,254,259,269,271,272,273,278],whit:265,white:211,who:[69,168,201,217],whole:[41,43,50,77,107,171,248,251],whose:[2,10,50,64,77,83,109,131,165,230,235,243,246,248],wich:14,wider:248,widget:166,width:249,wiki:50,wikipedia:50,window:[2,42,65,90,131,137,139,143,148,151,152,156,160,166,170,180,188,218,221,223,228,230,232,239,240,241,246,247,248,278],window_cod:[2,247],window_fn:[127,230,249],window_into:120,window_m:[59,65],windowed_valu:[120,249],windowedtypeconstraint:262,windowedvalu:[143,171,188,218,230,262],windowedvaluecod:2,windowfn:[230,249],windowing_strategi:[124,152],windowinto:[230,249],windowintofn:230,windowinvalu:248,windowparam:[151,152,230,248],windows_formatt:166,wipe:195,wire:230,wish:[50,233],with_attribut:[36,74,75],with_complet:77,with_default:230,with_exponential_backoff:271,with_fanout:230,with_hot_key_fanout:230,with_input_typ:[6,240,251],with_metr:93,with_nam:93,with_namespac:93,with_output:230,with_output_typ:[6,78,240,242,251],with_step:93,with_typ:19,with_valid:52,within:[9,69,77,85,90,112,139,143,149,169,170,173,180,186,188,216,230,232,249,266,272],withkei:248,without:[41,50,77,81,137,169,180,211,229,230,269],without_default:230,withtypehint:[230,240,251],won:272,wont_implement_method:11,wont_implement_ok:9,wontimplementerror:11,word:[134,135,230],wordcount_xlang_sql:242,work:[50,51,52,61,77,85,94,109,115,124,139,162,166,169,177,196,221,225,230,248,251,274],work_complet:124,work_remain:124,worker:[18,21,50,52,61,67,77,106,107,115,118,137,139,162,171,225,230,267,272],worker_executing_project:18,worker_statu:120,workeropt:[106,107],workerstatu:115,workflow:[18,21,77,134,135,216],workitem:139,world:272,worri:169,would:[2,50,77,131,166,180,213,239,243,248,249,251,276],wrap:[9,11,19,44,67,131,159,196,230,240,248,265,271],wrapped_value_cod:2,wrapper:[1,28,43,50,55,106,131,141,153,196,217,235,240,247,251,259,269],writabl:[44,55],write:[2,5,6,8,14,23,24,31,32,36,40,43,44,45,48,49,52,55,56,60,61,67,69,71,72,74,77,78,79,80,82,86,87,109,139,148,149,159,160,162,169,180,187,216,247,276,278],write_:40,write_append:[50,55],write_bigendian_doubl:5,write_bigendian_int32:5,write_bigendian_int64:5,write_bigendian_uint64:5,write_byt:5,write_cache_id:178,write_disposit:[50,52,55],write_empti:[50,55],write_encoded_record:40,write_fil:120,write_record:40,write_result:77,write_trunc:[50,55],write_var_int64:5,writeabl:43,writecach:[160,178],writegroupedrecordstofil:52,writeimpl:77,writemut:69,writer:[50,55,77,93,139,241],writer_result:[40,77],writerecordstofil:52,writestringstopubsub:74,writetoavro:24,writetobigqueri:50,writetobigqueryptransformoverrid:140,writetobigt:56,writetodatastor:[61,64],writetofil:42,writetojdbc:78,writetokafka:79,writetokafkaschema:79,writetomongodb:81,writetomongosink:81,writetoparquet:82,writetopubsub:[36,74],writetopubsubschema:36,writetospann:69,writetotext:[86,109,278],writetotfrecord:87,writetrunc:50,written:[24,31,40,42,43,44,45,50,52,60,69,71,77,80,82,86,87,160,220],written_file_tag:52,writtenfil:52,wrong:89,wrote:77,wv_with_multiple_window:223,wv_with_one_window:223,www:168,xrang:265,xyz:[6,106,195],xyzcod:6,xyzopt:106,year:50,yet:[77,147],yield:[3,41,77,82,230,239,271,272],you:[24,37,39,42,50,69,78,79,82,86,107,169,196,233],your:[39,50,78,79,85,107,169,278],yyyymmdd:55,zero:[47,69,77,230,248],zetasql:242,zipf:216,zone:107},titles:["apache_beam.coders package","apache_beam.coders.avro_record module","apache_beam.coders.coders module","apache_beam.coders.observable module","apache_beam.coders.row_coder module","apache_beam.coders.slow_stream module","apache_beam.coders.typecoders module","apache_beam.dataframe package","apache_beam.dataframe.convert module","apache_beam.dataframe.doctests module","apache_beam.dataframe.expressions module","apache_beam.dataframe.frame_base module","apache_beam.dataframe.frames module","apache_beam.dataframe.partitionings module","apache_beam.dataframe.transforms module","apache_beam.error module","apache_beam.internal package","apache_beam.internal.gcp package","apache_beam.internal.gcp.auth module","apache_beam.internal.gcp.json_value module","apache_beam.internal.http_client module","apache_beam.internal.pickler module","apache_beam.internal.util module","apache_beam.io package","apache_beam.io.avroio module","apache_beam.io.aws package","apache_beam.io.aws.clients package","apache_beam.io.aws.clients.s3 package","apache_beam.io.aws.clients.s3.boto3_client module","apache_beam.io.aws.clients.s3.fake_client module","apache_beam.io.aws.clients.s3.messages module","apache_beam.io.aws.s3filesystem module","apache_beam.io.aws.s3io module","apache_beam.io.concat_source module","apache_beam.io.external package","apache_beam.io.external.gcp package","apache_beam.io.external.gcp.pubsub module","apache_beam.io.external.generate_sequence module","apache_beam.io.external.kafka module","apache_beam.io.external.snowflake module","apache_beam.io.filebasedsink module","apache_beam.io.filebasedsource module","apache_beam.io.fileio module","apache_beam.io.filesystem module","apache_beam.io.filesystemio module","apache_beam.io.filesystems module","apache_beam.io.flink package","apache_beam.io.flink.flink_streaming_impulse_source module","apache_beam.io.gcp package","apache_beam.io.gcp.big_query_query_to_table_pipeline module","apache_beam.io.gcp.bigquery module","apache_beam.io.gcp.bigquery_avro_tools module","apache_beam.io.gcp.bigquery_file_loads module","apache_beam.io.gcp.bigquery_io_metadata module","apache_beam.io.gcp.bigquery_io_read_pipeline module","apache_beam.io.gcp.bigquery_tools module","apache_beam.io.gcp.bigtableio module","apache_beam.io.gcp.datastore package","apache_beam.io.gcp.datastore.v1new package","apache_beam.io.gcp.datastore.v1new.adaptive_throttler module","apache_beam.io.gcp.datastore.v1new.datastore_write_it_pipeline module","apache_beam.io.gcp.datastore.v1new.datastoreio module","apache_beam.io.gcp.datastore.v1new.helper module","apache_beam.io.gcp.datastore.v1new.query_splitter module","apache_beam.io.gcp.datastore.v1new.types module","apache_beam.io.gcp.datastore.v1new.util module","apache_beam.io.gcp.dicomclient module","apache_beam.io.gcp.dicomio module","apache_beam.io.gcp.experimental package","apache_beam.io.gcp.experimental.spannerio module","apache_beam.io.gcp.gce_metadata_util module","apache_beam.io.gcp.gcsfilesystem module","apache_beam.io.gcp.gcsio module","apache_beam.io.gcp.gcsio_overrides module","apache_beam.io.gcp.pubsub module","apache_beam.io.gcp.pubsub_it_pipeline module","apache_beam.io.hadoopfilesystem module","apache_beam.io.iobase module","apache_beam.io.jdbc module","apache_beam.io.kafka module","apache_beam.io.localfilesystem module","apache_beam.io.mongodbio module","apache_beam.io.parquetio module","apache_beam.io.range_trackers module","apache_beam.io.restriction_trackers module","apache_beam.io.source_test_utils module","apache_beam.io.textio module","apache_beam.io.tfrecordio module","apache_beam.io.utils module","apache_beam.io.vcfio module","apache_beam.io.watermark_estimators module","apache_beam.metrics package","apache_beam.metrics.cells module","apache_beam.metrics.metric module","apache_beam.metrics.metricbase module","apache_beam.metrics.monitoring_infos module","apache_beam.ml package","apache_beam.ml.gcp package","apache_beam.ml.gcp.cloud_dlp module","apache_beam.ml.gcp.naturallanguageml module","apache_beam.ml.gcp.naturallanguageml_test_it module","apache_beam.ml.gcp.videointelligenceml module","apache_beam.ml.gcp.videointelligenceml_test_it module","apache_beam.ml.gcp.visionml module","apache_beam.ml.gcp.visionml_test_it module","apache_beam.options package","apache_beam.options.pipeline_options module","apache_beam.options.pipeline_options_validator module","apache_beam.options.value_provider module","apache_beam.pipeline module","apache_beam.portability package","apache_beam.portability.api package","apache_beam.portability.api.beam_artifact_api_pb2_grpc module","apache_beam.portability.api.beam_artifact_api_pb2_urns module","apache_beam.portability.api.beam_expansion_api_pb2_grpc module","apache_beam.portability.api.beam_fn_api_pb2_grpc module","apache_beam.portability.api.beam_interactive_api_pb2_grpc module","apache_beam.portability.api.beam_job_api_pb2_grpc module","apache_beam.portability.api.beam_provision_api_pb2_grpc module","apache_beam.portability.api.beam_runner_api_pb2_grpc module","apache_beam.portability.api.beam_runner_api_pb2_urns module","apache_beam.portability.api.endpoints_pb2_grpc module","apache_beam.portability.api.external_transforms_pb2_grpc module","apache_beam.portability.api.metrics_pb2_grpc module","apache_beam.portability.api.metrics_pb2_urns module","apache_beam.portability.api.schema_pb2_grpc module","apache_beam.portability.api.standard_window_fns_pb2_grpc module","apache_beam.portability.api.standard_window_fns_pb2_urns module","apache_beam.portability.common_urns module","apache_beam.portability.python_urns module","apache_beam.portability.utils module","apache_beam.pvalue module","apache_beam.runners package","apache_beam.runners.dataflow package","apache_beam.runners.dataflow.dataflow_exercise_metrics_pipeline module","apache_beam.runners.dataflow.dataflow_exercise_streaming_metrics_pipeline module","apache_beam.runners.dataflow.dataflow_metrics module","apache_beam.runners.dataflow.dataflow_runner module","apache_beam.runners.dataflow.native_io package","apache_beam.runners.dataflow.native_io.iobase module","apache_beam.runners.dataflow.ptransform_overrides module","apache_beam.runners.dataflow.test_dataflow_runner module","apache_beam.runners.direct package","apache_beam.runners.direct.bundle_factory module","apache_beam.runners.direct.clock module","apache_beam.runners.direct.consumer_tracking_pipeline_visitor module","apache_beam.runners.direct.direct_metrics module","apache_beam.runners.direct.direct_runner module","apache_beam.runners.direct.direct_userstate module","apache_beam.runners.direct.evaluation_context module","apache_beam.runners.direct.executor module","apache_beam.runners.direct.helper_transforms module","apache_beam.runners.direct.sdf_direct_runner module","apache_beam.runners.direct.test_direct_runner module","apache_beam.runners.direct.test_stream_impl module","apache_beam.runners.direct.transform_evaluator module","apache_beam.runners.direct.util module","apache_beam.runners.direct.watermark_manager module","apache_beam.runners.interactive package","apache_beam.runners.interactive.background_caching_job module","apache_beam.runners.interactive.cache_manager module","apache_beam.runners.interactive.caching package","apache_beam.runners.interactive.caching.streaming_cache module","apache_beam.runners.interactive.display package","apache_beam.runners.interactive.display.display_manager module","apache_beam.runners.interactive.display.interactive_pipeline_graph module","apache_beam.runners.interactive.display.pcoll_visualization module","apache_beam.runners.interactive.display.pipeline_graph module","apache_beam.runners.interactive.display.pipeline_graph_renderer module","apache_beam.runners.interactive.interactive_beam module","apache_beam.runners.interactive.interactive_environment module","apache_beam.runners.interactive.interactive_runner module","apache_beam.runners.interactive.messaging package","apache_beam.runners.interactive.messaging.interactive_environment_inspector module","apache_beam.runners.interactive.options package","apache_beam.runners.interactive.options.capture_control module","apache_beam.runners.interactive.options.capture_limiters module","apache_beam.runners.interactive.options.interactive_options module","apache_beam.runners.interactive.pipeline_analyzer module","apache_beam.runners.interactive.pipeline_fragment module","apache_beam.runners.interactive.pipeline_instrument module","apache_beam.runners.interactive.testing package","apache_beam.runners.interactive.testing.integration package","apache_beam.runners.interactive.testing.integration.notebook_executor module","apache_beam.runners.interactive.testing.integration.screen_diff module","apache_beam.runners.interactive.testing.mock_ipython module","apache_beam.runners.interactive.testing.pipeline_assertion module","apache_beam.runners.interactive.testing.test_cache_manager module","apache_beam.runners.interactive.utils module","apache_beam.runners.internal package","apache_beam.runners.internal.names module","apache_beam.runners.job package","apache_beam.runners.job.manager module","apache_beam.runners.job.utils module","apache_beam.runners.pipeline_context module","apache_beam.runners.runner module","apache_beam.runners.sdf_utils module","apache_beam.testing package","apache_beam.testing.benchmarks package","apache_beam.testing.benchmarks.nexmark package","apache_beam.testing.benchmarks.nexmark.models package","apache_beam.testing.benchmarks.nexmark.models.nexmark_model module","apache_beam.testing.benchmarks.nexmark.nexmark_launcher module","apache_beam.testing.benchmarks.nexmark.nexmark_util module","apache_beam.testing.benchmarks.nexmark.queries package","apache_beam.testing.benchmarks.nexmark.queries.query0 module","apache_beam.testing.benchmarks.nexmark.queries.query1 module","apache_beam.testing.benchmarks.nexmark.queries.query2 module","apache_beam.testing.datatype_inference module","apache_beam.testing.extra_assertions module","apache_beam.testing.load_tests package","apache_beam.testing.load_tests.load_test_metrics_utils module","apache_beam.testing.load_tests.streaming package","apache_beam.testing.load_tests.streaming.group_by_key_streaming_pipeline module","apache_beam.testing.metric_result_matchers module","apache_beam.testing.pipeline_verifiers module","apache_beam.testing.synthetic_pipeline module","apache_beam.testing.test_pipeline module","apache_beam.testing.test_stream module","apache_beam.testing.test_stream_service module","apache_beam.testing.test_utils module","apache_beam.testing.util module","apache_beam.tools package","apache_beam.tools.coders_microbenchmark module","apache_beam.tools.distribution_counter_microbenchmark module","apache_beam.tools.fn_api_runner_microbenchmark module","apache_beam.tools.sideinput_microbenchmark module","apache_beam.tools.utils module","apache_beam.transforms package","apache_beam.transforms.combiners module","apache_beam.transforms.core module","apache_beam.transforms.create_source module","apache_beam.transforms.deduplicate module","apache_beam.transforms.display module","apache_beam.transforms.environments module","apache_beam.transforms.external module","apache_beam.transforms.external_java module","apache_beam.transforms.external_test_py3 module","apache_beam.transforms.external_test_py37 module","apache_beam.transforms.periodicsequence module","apache_beam.transforms.ptransform module","apache_beam.transforms.sideinputs module","apache_beam.transforms.sql module","apache_beam.transforms.stats module","apache_beam.transforms.timeutil module","apache_beam.transforms.transforms_keyword_only_args_test_py3 module","apache_beam.transforms.trigger module","apache_beam.transforms.userstate module","apache_beam.transforms.util module","apache_beam.transforms.window module","apache_beam.typehints package","apache_beam.typehints.decorators module","apache_beam.typehints.decorators_test_py3 module","apache_beam.typehints.native_type_compatibility module","apache_beam.typehints.opcodes module","apache_beam.typehints.row_type module","apache_beam.typehints.schemas module","apache_beam.typehints.trivial_inference module","apache_beam.typehints.trivial_inference_test_py3 module","apache_beam.typehints.typecheck module","apache_beam.typehints.typecheck_test_py3 module","apache_beam.typehints.typed_pipeline_test_py3 module","apache_beam.typehints.typehints module","apache_beam.typehints.typehints_test_py3 module","apache_beam.utils package","apache_beam.utils.annotations module","apache_beam.utils.interactive_utils module","apache_beam.utils.plugin module","apache_beam.utils.processes module","apache_beam.utils.profiler module","apache_beam.utils.proto_utils module","apache_beam.utils.retry module","apache_beam.utils.shared module","apache_beam.utils.subprocess_server module","apache_beam.utils.thread_pool_executor module","apache_beam.utils.timestamp module","apache_beam.utils.urns module","apache_beam.version module","Apache Beam SDK for Python"],titleterms:{adaptive_throttl:59,addit:50,annot:265,apach:278,apache_beam:[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221,222,223,224,225,226,227,228,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,250,251,252,253,254,255,256,257,258,259,260,261,262,263,264,265,266,267,268,269,270,271,272,273,274,275,276,277],api:[111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127],auth:18,avro_record:1,avroio:24,aws:[25,26,27,28,29,30,31,32],background_caching_job:159,beam:278,beam_artifact_api_pb2_grpc:112,beam_artifact_api_pb2_urn:113,beam_expansion_api_pb2_grpc:114,beam_fn_api_pb2_grpc:115,beam_interactive_api_pb2_grpc:116,beam_job_api_pb2_grpc:117,beam_provision_api_pb2_grpc:118,beam_runner_api_pb2_grpc:119,beam_runner_api_pb2_urn:120,benchmark:[198,199,200,201,202,203,204,205,206,207],big_query_query_to_table_pipelin:49,bigqueri:50,bigquery_avro_tool:51,bigquery_file_load:52,bigquery_io_metadata:53,bigquery_io_read_pipelin:54,bigquery_tool:55,bigtableio:56,boto3_cli:28,bundle_factori:143,cach:[161,162],cache_manag:160,capture_control:175,capture_limit:176,cell:92,client:[26,27,28,29,30],clock:144,cloud_dlp:98,coder:[0,1,2,3,4,5,6],coders_microbenchmark:223,combin:229,common_urn:128,concat_sourc:33,consumer_tracking_pipeline_visitor:145,convert:[8,67],core:230,create_sourc:231,data:50,dataflow:[133,134,135,136,137,138,139,140,141],dataflow_exercise_metrics_pipelin:134,dataflow_exercise_streaming_metrics_pipelin:135,dataflow_metr:136,dataflow_runn:137,datafram:[7,8,9,10,11,12,13,14],datastor:[57,58,59,60,61,62,63,64,65],datastore_write_it_pipelin:60,datastoreio:61,datatype_infer:208,decor:251,decorators_test_py3:252,dedupl:232,destin:42,dicom:67,dicomcli:66,dicomio:67,direct:[142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157],direct_metr:146,direct_runn:147,direct_userst:148,displai:[163,164,165,166,167,168,233],display_manag:164,distribution_counter_microbenchmark:224,doctest:9,dynam:42,endpoints_pb2_grpc:121,environ:234,error:15,evaluation_context:149,executor:150,experiment:[68,69],express:10,extern:[34,35,36,37,38,39,235],external_java:236,external_test_py37:238,external_test_py3:237,external_transforms_pb2_grpc:122,extra_assert:209,fake_cli:29,file:[42,67],filebasedsink:40,filebasedsourc:41,fileio:42,filesystem:[43,45],filesystemio:44,flink:[46,47],flink_streaming_impulse_sourc:47,fn_api_runner_microbenchmark:225,frame:12,frame_bas:11,from:81,gce_metadata_util:70,gcp:[17,18,19,35,36,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,97,98,99,100,101,102,103,104],gcsfilesystem:71,gcsio:72,gcsio_overrid:73,generate_sequ:37,group_by_key_streaming_pipelin:213,hadoopfilesystem:76,helper:62,helper_transform:151,http_client:20,instanc:67,integr:[182,183,184],interact:[158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188],interactive_beam:169,interactive_environ:170,interactive_environment_inspector:173,interactive_opt:177,interactive_pipeline_graph:165,interactive_runn:171,interactive_util:266,intern:[16,17,18,19,20,21,22,189,190],iobas:[77,139],jdbc:78,job:[191,192,193],json_valu:19,kafka:[38,79],load_test:[210,211,212,213],load_test_metrics_util:211,localfilesystem:80,manag:192,messag:[30,67,172,173],metadata:67,metric:[91,92,93,94,95],metric_result_match:214,metricbas:94,metrics_pb2_grpc:123,metrics_pb2_urn:124,mock_ipython:185,model:[200,201],modul:[1,2,3,4,5,6,8,9,10,11,12,13,14,15,18,19,20,21,22,24,28,29,30,31,32,33,36,37,38,39,40,41,42,43,44,45,47,49,50,51,52,53,54,55,56,59,60,61,62,63,64,65,66,67,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,92,93,94,95,98,99,100,101,102,103,104,106,107,108,109,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,134,135,136,137,139,140,141,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,159,160,162,164,165,166,167,168,169,170,171,173,175,176,177,178,179,180,183,184,185,186,187,188,190,192,193,194,195,196,201,202,203,205,206,207,208,209,211,213,214,215,216,217,218,219,220,221,223,224,225,226,227,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249,251,252,253,254,255,256,257,258,259,260,261,262,263,265,266,267,268,269,270,271,272,273,274,275,276,277],mongodb:81,mongodbio:81,monitoring_info:95,name:[42,190],native_io:[138,139],native_type_compat:253,naturallanguageml:99,naturallanguageml_test_it:100,nexmark:[199,200,201,202,203,204,205,206,207],nexmark_launch:202,nexmark_model:201,nexmark_util:203,notebook_executor:183,observ:3,opcod:254,option:[105,106,107,108,174,175,176,177],overview:278,packag:[0,7,16,17,23,25,26,27,34,35,46,48,57,58,68,91,96,97,105,110,111,132,133,138,142,158,161,163,172,174,181,182,189,191,197,198,199,200,204,210,212,222,228,250,264],paramet:50,parquetio:82,partit:13,pcoll_visu:166,periodicsequ:239,pickler:21,pipelin:109,pipeline_analyz:178,pipeline_assert:186,pipeline_context:194,pipeline_frag:179,pipeline_graph:167,pipeline_graph_render:168,pipeline_instru:180,pipeline_opt:106,pipeline_options_valid:107,pipeline_verifi:215,plugin:267,portabl:[110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130],process:268,profil:269,proto_util:270,ptransform:240,ptransform_overrid:140,pubsub:[36,67,74],pubsub_it_pipelin:75,pvalu:131,python:278,python_urn:129,qido:67,queri:[204,205,206,207],query0:205,query1:206,query2:207,query_splitt:63,range_track:83,read:81,refer:50,request:67,restriction_track:84,retri:271,row_cod:4,row_typ:255,runner:[132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,186,187,188,189,190,191,192,193,194,195,196],s3filesystem:31,s3io:32,schema:[50,256],schema_pb2_grpc:125,screen_diff:184,sdf_direct_runn:152,sdf_util:196,sdk:278,search:67,share:272,sideinput:241,sideinput_microbenchmark:226,slow_stream:5,snowflak:39,source_test_util:85,spannerio:69,sql:242,standard_window_fns_pb2_grpc:126,standard_window_fns_pb2_urn:127,stat:243,statu:278,storag:67,store:67,stream:[212,213],streaming_cach:162,submodul:[0,7,16,17,23,25,27,34,35,46,48,58,68,91,97,105,110,111,132,133,138,142,158,161,163,172,174,181,182,189,191,197,199,200,204,210,212,222,228,250,264,278],subpackag:[16,23,25,26,34,48,57,96,110,132,133,158,181,197,198,199,210,278],subprocess_serv:273,synthetic_pipelin:216,tabl:50,test:[181,182,183,184,185,186,187,197,198,199,200,201,202,203,204,205,206,207,208,209,210,211,212,213,214,215,216,217,218,219,220,221],test_cache_manag:187,test_dataflow_runn:141,test_direct_runn:153,test_pipelin:217,test_stream:218,test_stream_impl:154,test_stream_servic:219,test_util:220,textio:86,tfrecordio:87,thread_pool_executor:274,timestamp:275,timeutil:244,tool:[222,223,224,225,226,227],transform:[14,228,229,230,231,232,233,234,235,236,237,238,239,240,241,242,243,244,245,246,247,248,249],transform_evalu:155,transforms_keyword_only_args_test_py3:245,trigger:246,trivial_infer:257,trivial_inference_test_py3:258,type:64,typecheck:259,typecheck_test_py3:260,typecod:6,typed_pipeline_test_py3:261,typehint:[250,251,252,253,254,255,256,257,258,259,260,261,262,263],typehints_test_py3:263,typic:278,urn:276,usag:278,userst:247,util:[22,65,88,130,156,188,193,221,227,248,264,265,266,267,268,269,270,271,272,273,274,275,276],v1new:[58,59,60,61,62,63,64,65],value_provid:108,vcfio:89,version:277,videointelligenceml:101,videointelligenceml_test_it:102,visionml:103,visionml_test_it:104,watermark_estim:90,watermark_manag:157,window:249,write:[42,50,81]}})