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https://issues.apache.org/jira/browse/BEAM-1680?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17136838#comment-17136838
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Beam JIRA Bot commented on BEAM-1680:
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> 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-core
> Reporter: Tibor Kiss
> Priority: P3
> Labels: beam-fixit
>
> Some components of the Python-SDK has low coverage rate.
> As of now ([ea33e33|https://github.com/apache/beam/tree/ea33e33]) the test
> coverage looks as follows (excluding autocomplete_test.py):
> {code}
> Ran 1050 tests in 145.653s
> OK (skipped=14)
> py27gcp runtests: commands[5] | coverage report
> Name
> Stmts Miss Cover
> ------------------------------------------------------------------------------------------------------
> apache_beam/__init__.py
> 12 1 92%
> apache_beam/coders/__init__.py
> 2 0 100%
> apache_beam/coders/coder_impl.py
> 414 23 94%
> apache_beam/coders/coders.py
> 392 68 83%
> apache_beam/coders/observable.py
> 10 0 100%
> apache_beam/coders/slow_stream.py
> 105 6 94%
> apache_beam/coders/typecoders.py
> 69 6 91%
> 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
> 75 39 48%
> apache_beam/internal/gcp/json_value.py
> 64 8 88%
> apache_beam/internal/pickler.py
> 96 10 90%
> apache_beam/internal/util.py
> 30 0 100%
> apache_beam/io/__init__.py
> 16 2 88%
> apache_beam/io/avroio.py
> 139 14 90%
> apache_beam/io/concat_source.py
> 134 10 93%
> apache_beam/io/filebasedsource.py
> 112 3 97%
> apache_beam/io/fileio.py
> 188 55 71%
> apache_beam/io/filesystem.py
> 184 23 88%
> apache_beam/io/filesystems_util.py
> 7 0 100%
> apache_beam/io/gcp/__init__.py
> 0 0 100%
> apache_beam/io/gcp/bigquery.py
> 418 29 93%
> 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 33 81%
> apache_beam/io/gcp/datastore/v1/fake_datastore.py
> 38 2 95%
> apache_beam/io/gcp/datastore/v1/helper.py
> 126 8 94%
> apache_beam/io/gcp/datastore/v1/query_splitter.py
> 102 7 93%
> apache_beam/io/gcp/gcsfilesystem.py
> 109 11 90%
> apache_beam/io/gcp/gcsio.py
> 413 46 89%
> 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/bigquery/bigquery_v2_client.py
> 116 65 44%
> apache_beam/io/gcp/internal/clients/bigquery/bigquery_v2_messages.py
> 459 0 100%
> apache_beam/io/gcp/internal/clients/storage/__init__.py
> 9 2 78%
> apache_beam/io/gcp/internal/clients/storage/storage_v1_client.py
> 165 71 57%
> apache_beam/io/gcp/internal/clients/storage/storage_v1_messages.py
> 507 0 100%
> apache_beam/io/gcp/pubsub.py
> 27 4 85%
> apache_beam/io/iobase.py
> 151 27 82%
> apache_beam/io/localfilesystem.py
> 102 2 98%
> apache_beam/io/range_trackers.py
> 265 22 92%
> apache_beam/io/textio.py
> 151 13 91%
> apache_beam/io/tfrecordio.py
> 87 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
> 241 18 93%
> apache_beam/pvalue.py
> 146 12 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
> 67 10 85%
> apache_beam/runners/dataflow/dataflow_runner.py
> 327 136 58%
> apache_beam/runners/dataflow/internal/__init__.py
> 0 0 100%
> apache_beam/runners/dataflow/internal/apiclient.py
> 351 134 62%
> 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/dataflow_v1b3_client.py
> 148 40 73%
> apache_beam/runners/dataflow/internal/clients/dataflow/dataflow_v1b3_messages.py
> 1043 0 100%
> apache_beam/runners/dataflow/internal/clients/dataflow/message_matchers.py
> 62 13 79%
> apache_beam/runners/dataflow/internal/dependency.py
> 226 69 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 46 52%
> 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
> 25 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
> 143 5 97%
> 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
> 246 29 88%
> apache_beam/runners/direct/transform_result.py
> 26 0 100%
> apache_beam/runners/direct/watermark_manager.py
> 129 2 98%
> apache_beam/runners/pipeline_context.py
> 42 0 100%
> apache_beam/runners/runner.py
> 142 31 78%
> 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 11 91%
> apache_beam/transforms/ptransform.py
> 294 29 90%
> apache_beam/transforms/sideinputs.py
> 35 1 97%
> apache_beam/transforms/timeutil.py
> 57 13 77%
> apache_beam/transforms/trigger.py
> 599 72 88%
> apache_beam/transforms/util.py
> 80 1 99%
> apache_beam/transforms/window.py
> 210 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 38 85%
> 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
> 169 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 3 96%
> apache_beam/utils/timestamp.py
> 105 2 98%
> apache_beam/utils/urns.py
> 7 0 100%
> apache_beam/utils/windowed_value.py
> 42 3 93%
> apache_beam/version.py
> 2 0 100%
> ------------------------------------------------------------------------------------------------------
> TOTAL
> 14673 1762 88%
> {code}
> CC: [~altay]
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