See 
<https://ci-beam.apache.org/job/beam_LoadTests_Python_CoGBK_Dataflow_Batch/1168/display/redirect?page=changes>

Changes:

[noreply] Adds support in Samza Runner to run DoFn.processElement in parallel

[srohde] Add documentation link to the interactive environment

[noreply] Regenerate Go Protos (#23408)

[noreply] Support google-cloud-spanner v3 and fixes broken unit tests (#23365)

[noreply] Add relevant docs to Cloud Profiler exceptions. (#23404)

[noreply] Update state cache to not fail when measuring object sizes. (#23391)

[noreply] Fix Small pytorch notebook bug fix (#23407)

[noreply] PubsubIO - Improve limit validations to consider attributes (#23023)

[noreply] Example of Online Clustering  (#23289)

[noreply] Bump google.golang.org/api from 0.97.0 to 0.98.0 in /sdks (#23394)


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> Task :sdks:python:apache_beam:testing:load_tests:run
INFO:apache_beam.runners.portability.stager:Copying Beam SDK 
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INFO:root:Default Python SDK image for environment is 
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INFO:apache_beam.runners.portability.fn_api_runner.translations:====================
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INFO:apache_beam.runners.portability.fn_api_runner.translations:====================
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INFO:apache_beam.runners.dataflow.internal.apiclient:Defaulting to the 
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INFO:apache_beam.internal.gcp.auth:Setting socket default timeout to 60 seconds.
INFO:apache_beam.internal.gcp.auth:socket default timeout is 60.0 seconds.
INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to 
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INFO:apache_beam.runners.dataflow.internal.apiclient:Starting GCS upload to 
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INFO:apache_beam.runners.dataflow.internal.apiclient:Create job: <Job
 clientRequestId: '20220929174952878711-7892'
 createTime: '2022-09-29T17:49:54.169914Z'
 currentStateTime: '1970-01-01T00:00:00Z'
 id: '2022-09-29_10_49_53-6742566770553350035'
 location: 'us-central1'
 name: 'load-tests-python-dataflow-batch-cogbk-4-0929150341'
 projectId: 'apache-beam-testing'
 stageStates: []
 startTime: '2022-09-29T17:49:54.169914Z'
 steps: []
 tempFiles: []
 type: TypeValueValuesEnum(JOB_TYPE_BATCH, 1)>
INFO:apache_beam.runners.dataflow.internal.apiclient:Created job with id: 
[2022-09-29_10_49_53-6742566770553350035]
INFO:apache_beam.runners.dataflow.internal.apiclient:Submitted job: 
2022-09-29_10_49_53-6742566770553350035
INFO:apache_beam.runners.dataflow.internal.apiclient:To access the Dataflow 
monitoring console, please navigate to 
https://console.cloud.google.com/dataflow/jobs/us-central1/2022-09-29_10_49_53-6742566770553350035?project=apache-beam-testing
INFO:apache_beam.runners.dataflow.dataflow_runner:Job 
2022-09-29_10_49_53-6742566770553350035 is in state JOB_STATE_PENDING
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:53.624Z: 
JOB_MESSAGE_BASIC: Dataflow Runner V2 auto-enabled. Use 
--experiments=disable_runner_v2 to opt out.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:57.215Z: 
JOB_MESSAGE_BASIC: Worker configuration: e2-standard-2 in us-central1-a.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.423Z: 
JOB_MESSAGE_DETAILED: Expanding SplittableParDo operations into optimizable 
parts.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.468Z: 
JOB_MESSAGE_DETAILED: Expanding CollectionToSingleton operations into 
optimizable parts.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.549Z: 
JOB_MESSAGE_DETAILED: Expanding CoGroupByKey operations into optimizable parts.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.599Z: 
JOB_MESSAGE_DEBUG: Combiner lifting skipped for step CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey: GroupByKey not followed by a combiner.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.656Z: 
JOB_MESSAGE_DETAILED: Expanding GroupByKey operations into optimizable parts.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.697Z: 
JOB_MESSAGE_DEBUG: Annotating graph with Autotuner information.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.741Z: 
JOB_MESSAGE_DETAILED: Fusing adjacent ParDo, Read, Write, and Flatten operations
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.771Z: 
JOB_MESSAGE_DEBUG: Inserted coder converter after flatten 
ref_AppliedPTransform_CoGroupByKey-CoGroupByKeyImpl-Flatten_18
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.813Z: 
JOB_MESSAGE_DETAILED: Unzipping flatten 
ref_AppliedPTransform_CoGroupByKey-CoGroupByKeyImpl-Flatten_18 for input 
ref_AppliedPTransform_CoGroupByKey-CoGroupByKeyImpl-Tag-pc1-_16.None
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.846Z: 
JOB_MESSAGE_DETAILED: Fusing unzipped copy of CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity, through flatten CoGroupByKey 
/CoGroupByKeyImpl/Flatten, into producer CoGroupByKey /CoGroupByKeyImpl/Tag[pc1]
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.878Z: 
JOB_MESSAGE_DETAILED: Fusing consumer CoGroupByKey 
/CoGroupByKeyImpl/MapTuple(collect_values) into CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Read
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.900Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Consume Joined Collections into 
CoGroupByKey /CoGroupByKeyImpl/MapTuple(collect_values)
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.933Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Measure time: End into Consume Joined 
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INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.965Z: 
JOB_MESSAGE_DETAILED: Unzipping flatten 
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ref_AppliedPTransform_CoGroupByKey-CoGroupByKeyImpl-Flatten_18.None-c21
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:58.998Z: 
JOB_MESSAGE_DETAILED: Fusing unzipped copy of CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write, through flatten CoGroupByKey 
/CoGroupByKeyImpl/Flatten/Unzipped-1, into producer CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.040Z: 
JOB_MESSAGE_DETAILED: Fusing consumer CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity into CoGroupByKey 
/CoGroupByKeyImpl/Tag[pc2]
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.075Z: 
JOB_MESSAGE_DETAILED: Fusing consumer CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write into CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.117Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Read pc1/Map(<lambda at iobase.py:908>) 
into Read pc1/Impulse
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.153Z: 
JOB_MESSAGE_DETAILED: Fusing consumer 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/PairWithRestriction
 into Read pc1/Map(<lambda at iobase.py:908>)
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.187Z: 
JOB_MESSAGE_DETAILED: Fusing consumer 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/SplitWithSizing
 into 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/PairWithRestriction
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.220Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Measure time: Start pc1 into 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/ProcessElementAndRestrictionWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.265Z: 
JOB_MESSAGE_DETAILED: Fusing consumer CoGroupByKey /CoGroupByKeyImpl/Tag[pc1] 
into Measure time: Start pc1
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.306Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Read pc2/Map(<lambda at iobase.py:908>) 
into Read pc2/Impulse
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.340Z: 
JOB_MESSAGE_DETAILED: Fusing consumer 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/PairWithRestriction
 into Read pc2/Map(<lambda at iobase.py:908>)
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.372Z: 
JOB_MESSAGE_DETAILED: Fusing consumer 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/SplitWithSizing
 into 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/PairWithRestriction
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.406Z: 
JOB_MESSAGE_DETAILED: Fusing consumer Measure time: Start pc2 into 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/ProcessElementAndRestrictionWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.452Z: 
JOB_MESSAGE_DETAILED: Fusing consumer CoGroupByKey /CoGroupByKeyImpl/Tag[pc2] 
into Measure time: Start pc2
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.505Z: 
JOB_MESSAGE_DEBUG: Workflow config is missing a default resource spec.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.535Z: 
JOB_MESSAGE_DEBUG: Adding StepResource setup and teardown to workflow graph.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.570Z: 
JOB_MESSAGE_DEBUG: Adding workflow start and stop steps.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.602Z: 
JOB_MESSAGE_DEBUG: Assigning stage ids.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.773Z: 
JOB_MESSAGE_DEBUG: Executing wait step start33
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.853Z: 
JOB_MESSAGE_BASIC: Executing operation Read pc2/Impulse+Read pc2/Map(<lambda at 
iobase.py:908>)+ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/PairWithRestriction+ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/SplitWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.898Z: 
JOB_MESSAGE_DEBUG: Starting **** pool setup.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.899Z: 
JOB_MESSAGE_BASIC: Executing operation Read pc1/Impulse+Read pc1/Map(<lambda at 
iobase.py:908>)+ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/PairWithRestriction+ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/SplitWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:49:59.943Z: 
JOB_MESSAGE_BASIC: Starting 5 ****s in us-central1-a...
INFO:apache_beam.runners.dataflow.dataflow_runner:Job 
2022-09-29_10_49_53-6742566770553350035 is in state JOB_STATE_RUNNING
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:50:33.153Z: 
JOB_MESSAGE_BASIC: Your project already contains 100 Dataflow-created metric 
descriptors, so new user metrics of the form custom.googleapis.com/* will not 
be created. However, all user metrics are also available in the metric 
dataflow.googleapis.com/job/user_counter. If you rely on the custom metrics, 
you can delete old / unused metric descriptors. See 
https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.list
 and 
https://developers.google.com/apis-explorer/#p/monitoring/v3/monitoring.projects.metricDescriptors.delete
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:50:40.028Z: 
JOB_MESSAGE_DETAILED: Autoscaling: Raised the number of ****s to 5 based on the 
rate of progress in the currently running stage(s).
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:51:11.994Z: 
JOB_MESSAGE_DETAILED: Workers have started successfully.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:48.960Z: 
JOB_MESSAGE_BASIC: Finished operation Read pc2/Impulse+Read pc2/Map(<lambda at 
iobase.py:908>)+ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/PairWithRestriction+ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/SplitWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:48.998Z: 
JOB_MESSAGE_BASIC: Finished operation Read pc1/Impulse+Read pc1/Map(<lambda at 
iobase.py:908>)+ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/PairWithRestriction+ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/SplitWithSizing
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:49.042Z: 
JOB_MESSAGE_DEBUG: Value 
"ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12-split-with-sizing-out9"
 materialized.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:49.101Z: 
JOB_MESSAGE_DEBUG: Value 
"ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6-split-with-sizing-out3"
 materialized.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:49.180Z: 
JOB_MESSAGE_BASIC: Executing operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Create
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:51.815Z: 
JOB_MESSAGE_BASIC: Finished operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Create
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:51.903Z: 
JOB_MESSAGE_DEBUG: Value "CoGroupByKey /CoGroupByKeyImpl/GroupByKey/Session" 
materialized.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:51.983Z: 
JOB_MESSAGE_BASIC: Executing operation 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/ProcessElementAndRestrictionWithSizing+Measure
 time: Start pc2+CoGroupByKey /CoGroupByKeyImpl/Tag[pc2]+CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity+CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T17:57:52.023Z: 
JOB_MESSAGE_BASIC: Executing operation 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/ProcessElementAndRestrictionWithSizing+Measure
 time: Start pc1+CoGroupByKey /CoGroupByKeyImpl/Tag[pc1]+CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity+CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:18.047Z: 
JOB_MESSAGE_BASIC: Finished operation 
ref_AppliedPTransform_Read-pc2-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_12/ProcessElementAndRestrictionWithSizing+Measure
 time: Start pc2+CoGroupByKey /CoGroupByKeyImpl/Tag[pc2]+CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity+CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:25.098Z: 
JOB_MESSAGE_BASIC: Finished operation 
ref_AppliedPTransform_Read-pc1-SDFBoundedSourceReader-ParDo-SDFBoundedSourceDoFn-_6/ProcessElementAndRestrictionWithSizing+Measure
 time: Start pc1+CoGroupByKey /CoGroupByKeyImpl/Tag[pc1]+CoGroupByKey 
/CoGroupByKeyImpl/Flatten/OutputIdentity+CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Write
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:25.175Z: 
JOB_MESSAGE_BASIC: Executing operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Close
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:25.907Z: 
JOB_MESSAGE_BASIC: Finished operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Close
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:25.978Z: 
JOB_MESSAGE_BASIC: Executing operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Read+CoGroupByKey 
/CoGroupByKeyImpl/MapTuple(collect_values)+Consume Joined Collections+Measure 
time: End
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:50.001Z: 
JOB_MESSAGE_BASIC: Finished operation CoGroupByKey 
/CoGroupByKeyImpl/GroupByKey/Read+CoGroupByKey 
/CoGroupByKeyImpl/MapTuple(collect_values)+Consume Joined Collections+Measure 
time: End
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:50.223Z: 
JOB_MESSAGE_DEBUG: Executing success step success31
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:50.468Z: 
JOB_MESSAGE_DETAILED: Cleaning up.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:50.768Z: 
JOB_MESSAGE_DEBUG: Starting **** pool teardown.
INFO:apache_beam.runners.dataflow.dataflow_runner:2022-09-29T18:01:51.003Z: 
JOB_MESSAGE_BASIC: Stopping **** pool...
Terminated

> Task :sdks:python:apache_beam:testing:load_tests:run FAILED

FAILURE: Build failed with an exception.

* Where:
Build file 
'<https://ci-beam.apache.org/job/beam_LoadTests_Python_CoGBK_Dataflow_Batch/ws/src/sdks/python/apache_beam/testing/load_tests/build.gradle'>
 line: 70

* What went wrong:
Execution failed for task ':sdks:python:apache_beam:testing:load_tests:run'.
> error occurred

* Try:
> Run with --stacktrace option to get the stack trace.
> Run with --info or --debug option to get more log output.

* Get more help at https://help.gradle.org

Deprecated Gradle features were used in this build, making it incompatible with 
Gradle 8.0.

You can use '--warning-mode all' to show the individual deprecation warnings 
and determine if they come from your own scripts or plugins.

See 
https://docs.gradle.org/7.5.1/userguide/command_line_interface.html#sec:command_line_warnings

BUILD FAILED in 14m 50s
15 actionable tasks: 4 executed, 11 up-to-date

Publishing build scan...
https://gradle.com/s/u7lgxuntnoq5w

Build step 'Invoke Gradle script' changed build result to FAILURE
Build step 'Invoke Gradle script' marked build as failure

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