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Posted to commits@beam.apache.org by "Tibor Kiss (JIRA)" <ji...@apache.org> on 2017/03/10 11:13:04 UTC
[jira] [Updated] (BEAM-1680) Uber-JIRA: Extend Python-SDK's unit
test coverage
[ https://issues.apache.org/jira/browse/BEAM-1680?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Tibor Kiss updated BEAM-1680:
-----------------------------
Description:
Some components of the Python-SDK has low coverage rate.
As of now ([2c2424c|https://github.com/apache/beam/tree/2c2424c) the test coverage looks as follows (excluding autocomplete_test.py):
{code}
Name Stmts Miss Cover
-----------------------------------------------------------------------------------------------------
apache_beam/__init__.py 10 1 90%
apache_beam/coders/__init__.py 2 0 100%
apache_beam/coders/coder_impl.py 414 23 94%
apache_beam/coders/coders.py 392 84 79%
apache_beam/coders/coders_test.py 54 3 94%
apache_beam/coders/coders_test_common.py 179 3 98%
apache_beam/coders/observable.py 10 0 100%
apache_beam/coders/observable_test.py 28 2 93%
apache_beam/coders/proto2_coder_test_messages_pb2.py 51 0 100%
apache_beam/coders/slow_coders_test.py 15 3 80%
apache_beam/coders/slow_stream.py 105 6 94%
apache_beam/coders/standard_coders_test.py 72 15 79%
apache_beam/coders/stream_test.py 127 14 89%
apache_beam/coders/typecoders.py 69 8 88%
apache_beam/error.py 7 0 100%
apache_beam/internal/__init__.py 0 0 100%
apache_beam/internal/gcp/__init__.py 0 0 100%
apache_beam/internal/gcp/auth.py 73 37 49%
apache_beam/internal/gcp/auth_test.py 17 2 88%
apache_beam/internal/gcp/json_value.py 64 54 16%
apache_beam/internal/gcp/json_value_test.py 49 22 55%
apache_beam/internal/module_test.py 23 0 100%
apache_beam/internal/pickler.py 96 10 90%
apache_beam/internal/pickler_test.py 30 1 97%
apache_beam/internal/util.py 30 0 100%
apache_beam/internal/util_test.py 32 1 97%
apache_beam/io/__init__.py 15 2 87%
apache_beam/io/avroio.py 138 14 90%
apache_beam/io/avroio_test.py 200 17 92%
apache_beam/io/concat_source.py 134 10 93%
apache_beam/io/concat_source_test.py 132 8 94%
apache_beam/io/filebasedsource.py 124 4 97%
apache_beam/io/filebasedsource_test.py 478 4 99%
apache_beam/io/fileio.py 409 68 83%
apache_beam/io/fileio_test.py 186 2 99%
apache_beam/io/gcp/__init__.py 0 0 100%
apache_beam/io/gcp/bigquery.py 416 327 21%
apache_beam/io/gcp/bigquery_test.py 434 341 21%
apache_beam/io/gcp/datastore/__init__.py 0 0 100%
apache_beam/io/gcp/datastore/v1/__init__.py 0 0 100%
apache_beam/io/gcp/datastore/v1/datastoreio.py 170 116 32%
apache_beam/io/gcp/datastore/v1/datastoreio_test.py 146 112 23%
apache_beam/io/gcp/datastore/v1/fake_datastore.py 38 28 26%
apache_beam/io/gcp/datastore/v1/helper.py 126 100 21%
apache_beam/io/gcp/datastore/v1/helper_test.py 175 139 21%
apache_beam/io/gcp/datastore/v1/query_splitter.py 102 85 17%
apache_beam/io/gcp/datastore/v1/query_splitter_test.py 127 100 21%
apache_beam/io/gcp/gcsio.py 414 402 3%
apache_beam/io/gcp/gcsio_test.py 478 403 16%
apache_beam/io/gcp/internal/__init__.py 0 0 100%
apache_beam/io/gcp/internal/clients/__init__.py 0 0 100%
apache_beam/io/gcp/internal/clients/bigquery/__init__.py 9 2 78%
apache_beam/io/gcp/internal/clients/storage/__init__.py 9 2 78%
apache_beam/io/gcp/pubsub.py 27 4 85%
apache_beam/io/gcp/pubsub_test.py 28 2 93%
apache_beam/io/gcp/tests/__init__.py 0 0 100%
apache_beam/io/gcp/tests/bigquery_matcher.py 47 30 36%
apache_beam/io/gcp/tests/bigquery_matcher_test.py 57 38 33%
apache_beam/io/iobase.py 151 30 80%
apache_beam/io/range_trackers.py 265 22 92%
apache_beam/io/range_trackers_test.py 346 4 99%
apache_beam/io/source_test_utils.py 215 25 88%
apache_beam/io/source_test_utils_test.py 64 3 95%
apache_beam/io/sources_test.py 71 17 76%
apache_beam/io/textio.py 150 13 91%
apache_beam/io/textio_test.py 436 4 99%
apache_beam/io/tfrecordio.py 86 4 95%
apache_beam/io/tfrecordio_test.py 220 29 87%
apache_beam/metrics/__init__.py 1 0 100%
apache_beam/metrics/cells.py 129 21 84%
apache_beam/metrics/cells_test.py 82 1 99%
apache_beam/metrics/execution.py 87 2 98%
apache_beam/metrics/execution_test.py 79 1 99%
apache_beam/metrics/metric.py 96 6 94%
apache_beam/metrics/metric_test.py 83 1 99%
apache_beam/metrics/metricbase.py 21 3 86%
apache_beam/pipeline.py 188 14 93%
apache_beam/pipeline_test.py 285 7 98%
apache_beam/pvalue.py 177 13 93%
apache_beam/pvalue_test.py 36 3 92%
apache_beam/runners/__init__.py 8 0 100%
apache_beam/runners/api/__init__.py 0 0 100%
apache_beam/runners/api/beam_runner_api_pb2.py 370 0 100%
apache_beam/runners/common.py 237 35 85%
apache_beam/runners/dataflow/__init__.py 0 0 100%
apache_beam/runners/dataflow/dataflow_metrics.py 49 4 92%
apache_beam/runners/dataflow/dataflow_metrics_test.py 42 1 98%
apache_beam/runners/dataflow/dataflow_runner.py 324 263 19%
apache_beam/runners/dataflow/dataflow_runner_test.py 88 59 33%
apache_beam/runners/dataflow/internal/__init__.py 0 0 100%
apache_beam/runners/dataflow/internal/apiclient.py 342 331 3%
apache_beam/runners/dataflow/internal/apiclient_test.py 50 31 38%
apache_beam/runners/dataflow/internal/clients/__init__.py 0 0 100%
apache_beam/runners/dataflow/internal/clients/dataflow/__init__.py 9 2 78%
apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers.py 62 52 16%
apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers_test.py 36 22 39%
apache_beam/runners/dataflow/internal/dependency.py 214 66 69%
apache_beam/runners/dataflow/internal/dependency_test.py 249 13 95%
apache_beam/runners/dataflow/internal/names.py 54 0 100%
apache_beam/runners/dataflow/native_io/__init__.py 0 0 100%
apache_beam/runners/dataflow/native_io/iobase.py 95 50 47%
apache_beam/runners/dataflow/template_runner_test.py 37 19 49%
apache_beam/runners/dataflow/test_dataflow_runner.py 15 8 47%
apache_beam/runners/direct/__init__.py 2 0 100%
apache_beam/runners/direct/bundle_factory.py 75 5 93%
apache_beam/runners/direct/clock.py 17 6 65%
apache_beam/runners/direct/consumer_tracking_pipeline_visitor.py 27 0 100%
apache_beam/runners/direct/consumer_tracking_pipeline_visitor_test.py 68 6 91%
apache_beam/runners/direct/direct_metrics.py 55 0 100%
apache_beam/runners/direct/direct_metrics_test.py 60 1 98%
apache_beam/runners/direct/direct_runner.py 83 2 98%
apache_beam/runners/direct/evaluation_context.py 134 6 96%
apache_beam/runners/direct/executor.py 304 14 95%
apache_beam/runners/direct/helper_transforms.py 48 0 100%
apache_beam/runners/direct/transform_evaluator.py 279 29 90%
apache_beam/runners/direct/transform_result.py 26 0 100%
apache_beam/runners/direct/watermark_manager.py 129 1 99%
apache_beam/runners/pipeline_context.py 42 0 100%
apache_beam/runners/pipeline_context_test.py 20 1 95%
apache_beam/runners/runner.py 142 42 70%
apache_beam/runners/runner_test.py 54 1 98%
apache_beam/runners/test/__init__.py 5 2 60%
apache_beam/test_pipeline.py 46 0 100%
apache_beam/test_pipeline_test.py 53 4 92%
apache_beam/tests/__init__.py 0 0 100%
apache_beam/tests/pipeline_verifiers.py 48 4 92%
apache_beam/tests/pipeline_verifiers_test.py 61 8 87%
apache_beam/tests/test_utils.py 22 0 100%
apache_beam/transforms/__init__.py 6 0 100%
apache_beam/transforms/combiners.py 282 23 92%
apache_beam/transforms/combiners_test.py 186 1 99%
apache_beam/transforms/core.py 558 75 87%
apache_beam/transforms/cy_combiners.py 195 102 48%
apache_beam/transforms/display.py 118 20 83%
apache_beam/transforms/display_test.py 108 20 81%
apache_beam/transforms/ptransform.py 294 30 90%
apache_beam/transforms/ptransform_test.py 1039 19 98%
apache_beam/transforms/sideinputs.py 93 2 98%
apache_beam/transforms/sideinputs_test.py 176 2 99%
apache_beam/transforms/timeutil.py 57 13 77%
apache_beam/transforms/trigger.py 599 72 88%
apache_beam/transforms/trigger_test.py 249 97 61%
apache_beam/transforms/util.py 75 5 93%
apache_beam/transforms/window.py 206 25 88%
apache_beam/transforms/window_test.py 127 3 98%
apache_beam/transforms/write_ptransform_test.py 73 2 97%
apache_beam/typehints/__init__.py 3 0 100%
apache_beam/typehints/decorators.py 170 9 95%
apache_beam/typehints/opcodes.py 157 20 87%
apache_beam/typehints/trivial_inference.py 262 37 86%
apache_beam/typehints/trivial_inference_test.py 71 8 89%
apache_beam/typehints/typecheck.py 96 1 99%
apache_beam/typehints/typed_pipeline_test.py 156 6 96%
apache_beam/typehints/typehints.py 401 38 91%
apache_beam/typehints/typehints_test.py 615 15 98%
apache_beam/utils/__init__.py 2 0 100%
apache_beam/utils/annotations.py 21 0 100%
apache_beam/utils/annotations_test.py 57 3 95%
apache_beam/utils/counters.py 58 31 47%
apache_beam/utils/path.py 6 0 100%
apache_beam/utils/path_test.py 26 1 96%
apache_beam/utils/pipeline_options.py 168 7 96%
apache_beam/utils/pipeline_options_test.py 79 3 96%
apache_beam/utils/pipeline_options_validator.py 94 1 99%
apache_beam/utils/pipeline_options_validator_test.py 141 4 97%
apache_beam/utils/processes.py 22 0 100%
apache_beam/utils/processes_test.py 29 1 97%
apache_beam/utils/proto_utils.py 19 0 100%
apache_beam/utils/retry.py 68 9 87%
apache_beam/utils/retry_test.py 109 8 93%
apache_beam/utils/timestamp.py 105 2 98%
apache_beam/utils/timestamp_test.py 103 1 99%
apache_beam/utils/urns.py 6 0 100%
apache_beam/utils/windowed_value.py 42 3 93%
apache_beam/utils/windowed_value_test.py 31 1 97%
apache_beam/version.py 22 17 23%
-----------------------------------------------------------------------------------------------------
TOTAL 21497 4697 78%
{code}
CC: [~altay]
was:
Some components of the Python-SDK has low coverage rate.
As of now ([2c2424c|https://github.com/apache/beam/tree/2c2424c) the test coverage looks as follows (excluding autocomplete_test.py):
{code}
Name Stmts Miss Cover
------------------------------------------------------------------------------------------------
apache_beam/__init__.py 10 1 90%
apache_beam/coders/__init__.py 2 0 100%
apache_beam/coders/coder_impl.py 414 23 94%
apache_beam/coders/coders.py 392 84 79%
apache_beam/coders/observable.py 10 0 100%
apache_beam/coders/slow_stream.py 105 6 94%
apache_beam/coders/typecoders.py 69 8 88%
apache_beam/error.py 7 0 100%
apache_beam/examples/__init__.py 0 0 100%
apache_beam/examples/complete/__init__.py 0 0 100%
apache_beam/examples/complete/autocomplete.py 34 11 68%
apache_beam/examples/complete/estimate_pi.py 45 11 76%
apache_beam/examples/complete/juliaset/__init__.py 0 0 100%
apache_beam/examples/complete/juliaset/juliaset/__init__.py 0 0 100%
apache_beam/examples/complete/juliaset/juliaset/juliaset.py 47 12 74%
apache_beam/examples/complete/tfidf.py 56 1 98%
apache_beam/examples/complete/top_wikipedia_sessions.py 63 12 81%
apache_beam/examples/cookbook/__init__.py 0 0 100%
apache_beam/examples/cookbook/bigquery_side_input.py 56 26 54%
apache_beam/examples/cookbook/bigquery_tornadoes.py 20 11 45%
apache_beam/examples/cookbook/bigshuffle.py 33 2 94%
apache_beam/examples/cookbook/coders.py 40 16 60%
apache_beam/examples/cookbook/custom_ptransform.py 45 23 49%
apache_beam/examples/cookbook/filters.py 24 11 54%
apache_beam/examples/cookbook/group_with_coder.py 41 4 90%
apache_beam/examples/cookbook/mergecontacts.py 44 2 95%
apache_beam/examples/cookbook/multiple_output_pardo.py 44 2 95%
apache_beam/examples/snippets/__init__.py 0 0 100%
apache_beam/examples/snippets/snippets.py 443 46 90%
apache_beam/examples/wordcount.py 51 2 96%
apache_beam/examples/wordcount_debugging.py 45 2 96%
apache_beam/examples/wordcount_minimal.py 27 2 93%
apache_beam/internal/__init__.py 0 0 100%
apache_beam/internal/gcp/__init__.py 0 0 100%
apache_beam/internal/gcp/auth.py 73 37 49%
apache_beam/internal/gcp/json_value.py 64 54 16%
apache_beam/internal/pickler.py 96 10 90%
apache_beam/internal/util.py 30 0 100%
apache_beam/io/__init__.py 15 2 87%
apache_beam/io/avroio.py 138 14 90%
apache_beam/io/concat_source.py 134 10 93%
apache_beam/io/filebasedsource.py 124 4 97%
apache_beam/io/fileio.py 409 68 83%
apache_beam/io/gcp/__init__.py 0 0 100%
apache_beam/io/gcp/bigquery.py 416 327 21%
apache_beam/io/gcp/datastore/__init__.py 0 0 100%
apache_beam/io/gcp/datastore/v1/__init__.py 0 0 100%
apache_beam/io/gcp/datastore/v1/datastoreio.py 170 116 32%
apache_beam/io/gcp/datastore/v1/fake_datastore.py 38 28 26%
apache_beam/io/gcp/datastore/v1/helper.py 126 100 21%
apache_beam/io/gcp/datastore/v1/query_splitter.py 102 85 17%
apache_beam/io/gcp/gcsio.py 414 402 3%
apache_beam/io/gcp/internal/__init__.py 0 0 100%
apache_beam/io/gcp/internal/clients/__init__.py 0 0 100%
apache_beam/io/gcp/internal/clients/bigquery/__init__.py 9 2 78%
apache_beam/io/gcp/internal/clients/storage/__init__.py 9 2 78%
apache_beam/io/gcp/pubsub.py 27 4 85%
apache_beam/io/iobase.py 151 29 81%
apache_beam/io/range_trackers.py 265 22 92%
apache_beam/io/textio.py 150 13 91%
apache_beam/io/tfrecordio.py 86 4 95%
apache_beam/metrics/__init__.py 1 0 100%
apache_beam/metrics/cells.py 129 21 84%
apache_beam/metrics/execution.py 87 2 98%
apache_beam/metrics/metric.py 96 6 94%
apache_beam/metrics/metricbase.py 21 3 86%
apache_beam/pipeline.py 188 14 93%
apache_beam/pvalue.py 177 13 93%
apache_beam/runners/__init__.py 8 0 100%
apache_beam/runners/api/__init__.py 0 0 100%
apache_beam/runners/api/beam_runner_api_pb2.py 370 0 100%
apache_beam/runners/common.py 237 35 85%
apache_beam/runners/dataflow/__init__.py 0 0 100%
apache_beam/runners/dataflow/dataflow_metrics.py 49 4 92%
apache_beam/runners/dataflow/dataflow_runner.py 324 263 19%
apache_beam/runners/dataflow/internal/__init__.py 0 0 100%
apache_beam/runners/dataflow/internal/apiclient.py 342 331 3%
apache_beam/runners/dataflow/internal/clients/__init__.py 0 0 100%
apache_beam/runners/dataflow/internal/clients/dataflow/__init__.py 9 2 78%
apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers.py 62 52 16%
apache_beam/runners/dataflow/internal/dependency.py 214 66 69%
apache_beam/runners/dataflow/internal/names.py 54 0 100%
apache_beam/runners/dataflow/native_io/__init__.py 0 0 100%
apache_beam/runners/dataflow/native_io/iobase.py 95 50 47%
apache_beam/runners/direct/__init__.py 2 0 100%
apache_beam/runners/direct/bundle_factory.py 75 5 93%
apache_beam/runners/direct/clock.py 17 6 65%
apache_beam/runners/direct/consumer_tracking_pipeline_visitor.py 27 0 100%
apache_beam/runners/direct/direct_metrics.py 55 0 100%
apache_beam/runners/direct/direct_runner.py 83 2 98%
apache_beam/runners/direct/evaluation_context.py 134 6 96%
apache_beam/runners/direct/executor.py 304 14 95%
apache_beam/runners/direct/helper_transforms.py 48 0 100%
apache_beam/runners/direct/transform_evaluator.py 279 29 90%
apache_beam/runners/direct/transform_result.py 26 0 100%
apache_beam/runners/direct/watermark_manager.py 129 1 99%
apache_beam/runners/pipeline_context.py 42 0 100%
apache_beam/runners/runner.py 142 42 70%
apache_beam/transforms/__init__.py 6 0 100%
apache_beam/transforms/combiners.py 282 23 92%
apache_beam/transforms/core.py 558 75 87%
apache_beam/transforms/cy_combiners.py 195 102 48%
apache_beam/transforms/display.py 118 20 83%
apache_beam/transforms/ptransform.py 294 30 90%
apache_beam/transforms/sideinputs.py 93 2 98%
apache_beam/transforms/timeutil.py 57 13 77%
apache_beam/transforms/trigger.py 599 72 88%
apache_beam/transforms/util.py 75 5 93%
apache_beam/transforms/window.py 206 25 88%
apache_beam/typehints/__init__.py 3 0 100%
apache_beam/typehints/decorators.py 170 9 95%
apache_beam/typehints/opcodes.py 157 20 87%
apache_beam/typehints/trivial_inference.py 262 37 86%
apache_beam/typehints/typecheck.py 96 1 99%
apache_beam/typehints/typehints.py 401 38 91%
apache_beam/utils/__init__.py 2 0 100%
apache_beam/utils/annotations.py 21 0 100%
apache_beam/utils/counters.py 58 31 47%
apache_beam/utils/path.py 6 0 100%
apache_beam/utils/pipeline_options.py 168 7 96%
apache_beam/utils/pipeline_options_validator.py 94 1 99%
apache_beam/utils/processes.py 22 0 100%
apache_beam/utils/proto_utils.py 19 0 100%
apache_beam/utils/retry.py 68 9 87%
apache_beam/utils/timestamp.py 105 2 98%
apache_beam/utils/urns.py 6 0 100%
apache_beam/utils/windowed_value.py 42 3 93%
apache_beam/version.py 22 17 23%
------------------------------------------------------------------------------------------------
TOTAL 13244 3160 76%
{code}
CC: [~altay]
> Uber-JIRA: Extend Python-SDK's unit test coverage
> -------------------------------------------------
>
> Key: BEAM-1680
> URL: https://issues.apache.org/jira/browse/BEAM-1680
> Project: Beam
> Issue Type: Improvement
> Components: sdk-py
> Reporter: Tibor Kiss
> Assignee: Tibor Kiss
>
> Some components of the Python-SDK has low coverage rate.
> As of now ([2c2424c|https://github.com/apache/beam/tree/2c2424c) the test coverage looks as follows (excluding autocomplete_test.py):
> {code}
> Name Stmts Miss Cover
> -----------------------------------------------------------------------------------------------------
> apache_beam/__init__.py 10 1 90%
> apache_beam/coders/__init__.py 2 0 100%
> apache_beam/coders/coder_impl.py 414 23 94%
> apache_beam/coders/coders.py 392 84 79%
> apache_beam/coders/coders_test.py 54 3 94%
> apache_beam/coders/coders_test_common.py 179 3 98%
> apache_beam/coders/observable.py 10 0 100%
> apache_beam/coders/observable_test.py 28 2 93%
> apache_beam/coders/proto2_coder_test_messages_pb2.py 51 0 100%
> apache_beam/coders/slow_coders_test.py 15 3 80%
> apache_beam/coders/slow_stream.py 105 6 94%
> apache_beam/coders/standard_coders_test.py 72 15 79%
> apache_beam/coders/stream_test.py 127 14 89%
> apache_beam/coders/typecoders.py 69 8 88%
> apache_beam/error.py 7 0 100%
> apache_beam/internal/__init__.py 0 0 100%
> apache_beam/internal/gcp/__init__.py 0 0 100%
> apache_beam/internal/gcp/auth.py 73 37 49%
> apache_beam/internal/gcp/auth_test.py 17 2 88%
> apache_beam/internal/gcp/json_value.py 64 54 16%
> apache_beam/internal/gcp/json_value_test.py 49 22 55%
> apache_beam/internal/module_test.py 23 0 100%
> apache_beam/internal/pickler.py 96 10 90%
> apache_beam/internal/pickler_test.py 30 1 97%
> apache_beam/internal/util.py 30 0 100%
> apache_beam/internal/util_test.py 32 1 97%
> apache_beam/io/__init__.py 15 2 87%
> apache_beam/io/avroio.py 138 14 90%
> apache_beam/io/avroio_test.py 200 17 92%
> apache_beam/io/concat_source.py 134 10 93%
> apache_beam/io/concat_source_test.py 132 8 94%
> apache_beam/io/filebasedsource.py 124 4 97%
> apache_beam/io/filebasedsource_test.py 478 4 99%
> apache_beam/io/fileio.py 409 68 83%
> apache_beam/io/fileio_test.py 186 2 99%
> apache_beam/io/gcp/__init__.py 0 0 100%
> apache_beam/io/gcp/bigquery.py 416 327 21%
> apache_beam/io/gcp/bigquery_test.py 434 341 21%
> apache_beam/io/gcp/datastore/__init__.py 0 0 100%
> apache_beam/io/gcp/datastore/v1/__init__.py 0 0 100%
> apache_beam/io/gcp/datastore/v1/datastoreio.py 170 116 32%
> apache_beam/io/gcp/datastore/v1/datastoreio_test.py 146 112 23%
> apache_beam/io/gcp/datastore/v1/fake_datastore.py 38 28 26%
> apache_beam/io/gcp/datastore/v1/helper.py 126 100 21%
> apache_beam/io/gcp/datastore/v1/helper_test.py 175 139 21%
> apache_beam/io/gcp/datastore/v1/query_splitter.py 102 85 17%
> apache_beam/io/gcp/datastore/v1/query_splitter_test.py 127 100 21%
> apache_beam/io/gcp/gcsio.py 414 402 3%
> apache_beam/io/gcp/gcsio_test.py 478 403 16%
> apache_beam/io/gcp/internal/__init__.py 0 0 100%
> apache_beam/io/gcp/internal/clients/__init__.py 0 0 100%
> apache_beam/io/gcp/internal/clients/bigquery/__init__.py 9 2 78%
> apache_beam/io/gcp/internal/clients/storage/__init__.py 9 2 78%
> apache_beam/io/gcp/pubsub.py 27 4 85%
> apache_beam/io/gcp/pubsub_test.py 28 2 93%
> apache_beam/io/gcp/tests/__init__.py 0 0 100%
> apache_beam/io/gcp/tests/bigquery_matcher.py 47 30 36%
> apache_beam/io/gcp/tests/bigquery_matcher_test.py 57 38 33%
> apache_beam/io/iobase.py 151 30 80%
> apache_beam/io/range_trackers.py 265 22 92%
> apache_beam/io/range_trackers_test.py 346 4 99%
> apache_beam/io/source_test_utils.py 215 25 88%
> apache_beam/io/source_test_utils_test.py 64 3 95%
> apache_beam/io/sources_test.py 71 17 76%
> apache_beam/io/textio.py 150 13 91%
> apache_beam/io/textio_test.py 436 4 99%
> apache_beam/io/tfrecordio.py 86 4 95%
> apache_beam/io/tfrecordio_test.py 220 29 87%
> apache_beam/metrics/__init__.py 1 0 100%
> apache_beam/metrics/cells.py 129 21 84%
> apache_beam/metrics/cells_test.py 82 1 99%
> apache_beam/metrics/execution.py 87 2 98%
> apache_beam/metrics/execution_test.py 79 1 99%
> apache_beam/metrics/metric.py 96 6 94%
> apache_beam/metrics/metric_test.py 83 1 99%
> apache_beam/metrics/metricbase.py 21 3 86%
> apache_beam/pipeline.py 188 14 93%
> apache_beam/pipeline_test.py 285 7 98%
> apache_beam/pvalue.py 177 13 93%
> apache_beam/pvalue_test.py 36 3 92%
> apache_beam/runners/__init__.py 8 0 100%
> apache_beam/runners/api/__init__.py 0 0 100%
> apache_beam/runners/api/beam_runner_api_pb2.py 370 0 100%
> apache_beam/runners/common.py 237 35 85%
> apache_beam/runners/dataflow/__init__.py 0 0 100%
> apache_beam/runners/dataflow/dataflow_metrics.py 49 4 92%
> apache_beam/runners/dataflow/dataflow_metrics_test.py 42 1 98%
> apache_beam/runners/dataflow/dataflow_runner.py 324 263 19%
> apache_beam/runners/dataflow/dataflow_runner_test.py 88 59 33%
> apache_beam/runners/dataflow/internal/__init__.py 0 0 100%
> apache_beam/runners/dataflow/internal/apiclient.py 342 331 3%
> apache_beam/runners/dataflow/internal/apiclient_test.py 50 31 38%
> apache_beam/runners/dataflow/internal/clients/__init__.py 0 0 100%
> apache_beam/runners/dataflow/internal/clients/dataflow/__init__.py 9 2 78%
> apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers.py 62 52 16%
> apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers_test.py 36 22 39%
> apache_beam/runners/dataflow/internal/dependency.py 214 66 69%
> apache_beam/runners/dataflow/internal/dependency_test.py 249 13 95%
> apache_beam/runners/dataflow/internal/names.py 54 0 100%
> apache_beam/runners/dataflow/native_io/__init__.py 0 0 100%
> apache_beam/runners/dataflow/native_io/iobase.py 95 50 47%
> apache_beam/runners/dataflow/template_runner_test.py 37 19 49%
> apache_beam/runners/dataflow/test_dataflow_runner.py 15 8 47%
> apache_beam/runners/direct/__init__.py 2 0 100%
> apache_beam/runners/direct/bundle_factory.py 75 5 93%
> apache_beam/runners/direct/clock.py 17 6 65%
> apache_beam/runners/direct/consumer_tracking_pipeline_visitor.py 27 0 100%
> apache_beam/runners/direct/consumer_tracking_pipeline_visitor_test.py 68 6 91%
> apache_beam/runners/direct/direct_metrics.py 55 0 100%
> apache_beam/runners/direct/direct_metrics_test.py 60 1 98%
> apache_beam/runners/direct/direct_runner.py 83 2 98%
> apache_beam/runners/direct/evaluation_context.py 134 6 96%
> apache_beam/runners/direct/executor.py 304 14 95%
> apache_beam/runners/direct/helper_transforms.py 48 0 100%
> apache_beam/runners/direct/transform_evaluator.py 279 29 90%
> apache_beam/runners/direct/transform_result.py 26 0 100%
> apache_beam/runners/direct/watermark_manager.py 129 1 99%
> apache_beam/runners/pipeline_context.py 42 0 100%
> apache_beam/runners/pipeline_context_test.py 20 1 95%
> apache_beam/runners/runner.py 142 42 70%
> apache_beam/runners/runner_test.py 54 1 98%
> apache_beam/runners/test/__init__.py 5 2 60%
> apache_beam/test_pipeline.py 46 0 100%
> apache_beam/test_pipeline_test.py 53 4 92%
> apache_beam/tests/__init__.py 0 0 100%
> apache_beam/tests/pipeline_verifiers.py 48 4 92%
> apache_beam/tests/pipeline_verifiers_test.py 61 8 87%
> apache_beam/tests/test_utils.py 22 0 100%
> apache_beam/transforms/__init__.py 6 0 100%
> apache_beam/transforms/combiners.py 282 23 92%
> apache_beam/transforms/combiners_test.py 186 1 99%
> apache_beam/transforms/core.py 558 75 87%
> apache_beam/transforms/cy_combiners.py 195 102 48%
> apache_beam/transforms/display.py 118 20 83%
> apache_beam/transforms/display_test.py 108 20 81%
> apache_beam/transforms/ptransform.py 294 30 90%
> apache_beam/transforms/ptransform_test.py 1039 19 98%
> apache_beam/transforms/sideinputs.py 93 2 98%
> apache_beam/transforms/sideinputs_test.py 176 2 99%
> apache_beam/transforms/timeutil.py 57 13 77%
> apache_beam/transforms/trigger.py 599 72 88%
> apache_beam/transforms/trigger_test.py 249 97 61%
> apache_beam/transforms/util.py 75 5 93%
> apache_beam/transforms/window.py 206 25 88%
> apache_beam/transforms/window_test.py 127 3 98%
> apache_beam/transforms/write_ptransform_test.py 73 2 97%
> apache_beam/typehints/__init__.py 3 0 100%
> apache_beam/typehints/decorators.py 170 9 95%
> apache_beam/typehints/opcodes.py 157 20 87%
> apache_beam/typehints/trivial_inference.py 262 37 86%
> apache_beam/typehints/trivial_inference_test.py 71 8 89%
> apache_beam/typehints/typecheck.py 96 1 99%
> apache_beam/typehints/typed_pipeline_test.py 156 6 96%
> apache_beam/typehints/typehints.py 401 38 91%
> apache_beam/typehints/typehints_test.py 615 15 98%
> apache_beam/utils/__init__.py 2 0 100%
> apache_beam/utils/annotations.py 21 0 100%
> apache_beam/utils/annotations_test.py 57 3 95%
> apache_beam/utils/counters.py 58 31 47%
> apache_beam/utils/path.py 6 0 100%
> apache_beam/utils/path_test.py 26 1 96%
> apache_beam/utils/pipeline_options.py 168 7 96%
> apache_beam/utils/pipeline_options_test.py 79 3 96%
> apache_beam/utils/pipeline_options_validator.py 94 1 99%
> apache_beam/utils/pipeline_options_validator_test.py 141 4 97%
> apache_beam/utils/processes.py 22 0 100%
> apache_beam/utils/processes_test.py 29 1 97%
> apache_beam/utils/proto_utils.py 19 0 100%
> apache_beam/utils/retry.py 68 9 87%
> apache_beam/utils/retry_test.py 109 8 93%
> apache_beam/utils/timestamp.py 105 2 98%
> apache_beam/utils/timestamp_test.py 103 1 99%
> apache_beam/utils/urns.py 6 0 100%
> apache_beam/utils/windowed_value.py 42 3 93%
> apache_beam/utils/windowed_value_test.py 31 1 97%
> apache_beam/version.py 22 17 23%
> -----------------------------------------------------------------------------------------------------
> TOTAL 21497 4697 78%
> {code}
> CC: [~altay]
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