See 
<https://ci-beam.apache.org/job/beam_PerformanceTests_ParquetIOIT/6346/display/redirect?page=changes>

Changes:

[Robert Bradshaw] Batch encoding and decoding of schema data.

[Robert Bradshaw] Add microbenchmark for batch row encoding.

[Robert Bradshaw] Add batch testing for standard row coders.

[noreply] Relax `pip` check in setup.py to allow installation via other package

[noreply] replaced tabs with spaces in readme file (#23446)

[noreply] [Playground] [Backend] Adding the tags field to the example response

[noreply] [Playground] [Backend] Edited the function for getting executable name

[noreply] Fix type inference for set/delete attr. (#23242)

[noreply] Support VR test including TestStream for Spark runner in streaming 
mode


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hashcode/Values/Values/Map
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files/WriteFiles/GatherTempFileResults/Add void key/AddKeys/Map, through 
flatten Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/Flatten.PCollections, into 
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Parquet 
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files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/GroupByWindow
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files/WriteFiles/GatherTempFileResults/Reshuffle/ExpandIterable
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files/WriteFiles/GatherTempFileResults/Drop key/Values/Map
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files/WriteFiles/GatherTempFileResults/Reshuffle.ViaRandomKey/Pair with random 
key
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org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
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files/WriteFiles/GatherTempFileResults/Reshuffle.ViaRandomKey/Reshuffle/Window.Into()/Window.Assign
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files/WriteFiles/GatherTempFileResults/Reshuffle.ViaRandomKey/Reshuffle/GroupByKey/Read
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files/WriteFiles/GatherTempFileResults/Reshuffle.ViaRandomKey/Reshuffle/GroupByKey/GroupByWindow
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files/WriteFiles/GatherTempFileResults/Reshuffle.ViaRandomKey/Values/Values/Map
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files/WriteFiles/FinalizeTempFileBundles/Reshuffle.ViaRandomKey/Pair with 
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files/Reshuffle.ViaRandomKey/Reshuffle/GroupByKey/GroupByWindow
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files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/Reshuffle/GroupByKey/Read
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files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/Reshuffle/GroupByKey/GroupByWindow
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files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/Drop 
key/Values/Map into Read parquet 
files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/Reshuffle/ExpandIterable
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files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/NaiveProcess 
into Read parquet 
files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/Drop 
key/Values/Map
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files/ParDo(SplitRead)/ParMultiDo(SplitRead)/ProcessKeyedElements/NaiveProcess
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    INFO: 2022-09-30T22:25:17.402Z: Fusing consumer Calculate 
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hashcode/Combine.perKey(Hashing)/Combine.GroupedValues/Partial into Calculate 
hashcode/WithKeys/AddKeys/Map
    Sep 30, 2022 10:25:19 PM 
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hashcode/Combine.perKey(Hashing)/GroupByKey+Calculate 
hashcode/Combine.perKey(Hashing)/Combine.GroupedValues/Partial
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hashcode/Combine.perKey(Hashing)/GroupByKey/Reify
    Sep 30, 2022 10:25:19 PM 
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hashcode/Combine.perKey(Hashing)/Combine.GroupedValues
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    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.775Z: Fusing unzipped copy of Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/Window.Into()/Window.Assign, 
through flatten Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/Flatten.PCollections/Unzipped-1,
 into producer Write Parquet files/WriteFiles/GatherTempFileResults/Add void 
key/AddKeys/Map
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.804Z: Fusing consumer Write Parquet 
files/WriteFiles/GatherTempFileResults/Add void key/AddKeys/Map into Write 
Parquet files/WriteFiles/WriteUnshardedBundlesToTempFiles/DropShardNum
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.843Z: Fusing consumer Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/Window.Into()/Window.Assign 
into Write Parquet files/WriteFiles/GatherTempFileResults/Add void 
key/AddKeys/Map
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.871Z: Fusing consumer Produce text lines into 
Generate sequence/Read(BoundedCountingSource)
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.904Z: Fusing consumer Produce Avro records into 
Produce text lines
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.940Z: Fusing consumer Gather write start times 
into Produce Avro records
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:17.971Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnshardedBundles into 
Gather write start times
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.029Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Reify into 
Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnshardedBundles
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.073Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Write into 
Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Reify
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.112Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/GroupByWindow 
into Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Read
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.145Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnwritten into Write 
Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/GroupByWindow
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.177Z: Fusing consumer Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/DropShardNum into Write 
Parquet files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnwritten
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.209Z: Fusing consumer 
PAssert$0/GroupGlobally/Reify.Window/ParDo(Anonymous) into Calculate 
hashcode/ProduceDefault
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.242Z: Fusing consumer 
View.AsSingleton/Combine.GloballyAsSingletonView/Combine.globally(Singleton)/WithKeys/AddKeys/Map
 into Calculate hashcode/ProduceDefault
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.276Z: Fusing consumer Calculate 
hashcode/ProduceDefault into Calculate hashcode/CreateVoid/Read(CreateSource)
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.304Z: Fusing consumer 
PAssert$0/GroupGlobally/GroupByKey/Reify into 
PAssert$0/GroupGlobally/WithKeys/AddKeys/Map
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.337Z: Fusing consumer 
PAssert$0/GroupGlobally/WithKeys/AddKeys/Map into 
PAssert$0/GroupGlobally/Create.Values/Read(CreateSource)
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.814Z: Executing operation Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Create
    Sep 30, 2022 10:25:19 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:18.905Z: Starting 5 ****s in us-central1-a...
    Sep 30, 2022 10:25:22 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:19.395Z: Finished operation Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Create
    Sep 30, 2022 10:25:22 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:19.558Z: Executing operation Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Create
    Sep 30, 2022 10:25:22 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:19.858Z: Finished operation Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Create
    Sep 30, 2022 10:25:22 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:20.007Z: Executing operation Generate 
sequence/Read(BoundedCountingSource)+Produce text lines+Produce Avro 
records+Gather write start times+Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnshardedBundles+Write 
Parquet files/WriteFiles/GatherTempFileResults/Add void key/AddKeys/Map+Write 
Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/Window.Into()/Window.Assign+Write
 Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Reify+Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Write+Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Reify+Write 
Parquet files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Write
    Sep 30, 2022 10:25:31 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:25:29.487Z: 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
    Sep 30, 2022 10:26:02 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    SEVERE: 2022-09-30T22:25:59.939Z: Startup of the **** pool in zone 
us-central1-a failed to bring up any of the desired 5 ****s. Please refer to 
https://cloud.google.com/dataflow/docs/guides/common-errors#****-pool-failure 
for help troubleshooting. QUOTA_EXCEEDED: Instance 
'parquetioit0writethenread-09301524-t6pm-harness-7h4k' creation failed: Quota 
'IN_USE_ADDRESSES' exceeded.  Limit: 1200.0 in region us-central1.
    Sep 30, 2022 10:26:02 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    SEVERE: 2022-09-30T22:25:59.972Z: Workflow failed.
    Sep 30, 2022 10:26:02 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:26:00.062Z: Finished operation Generate 
sequence/Read(BoundedCountingSource)+Produce text lines+Produce Avro 
records+Gather write start times+Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/WriteUnshardedBundles+Write 
Parquet files/WriteFiles/GatherTempFileResults/Add void key/AddKeys/Map+Write 
Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/Window.Into()/Window.Assign+Write
 Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Reify+Write Parquet 
files/WriteFiles/GatherTempFileResults/Reshuffle/GroupByKey/Write+Write Parquet 
files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Reify+Write 
Parquet files/WriteFiles/WriteUnshardedBundlesToTempFiles/GroupUnwritten/Write
    Sep 30, 2022 10:26:02 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:26:00.165Z: Cleaning up.
    Sep 30, 2022 10:26:02 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:26:00.271Z: Stopping **** pool...
    Sep 30, 2022 10:26:23 PM 
org.apache.beam.runners.dataflow.util.MonitoringUtil$LoggingHandler process
    INFO: 2022-09-30T22:26:22.363Z: Worker pool stopped.
    Sep 30, 2022 10:27:02 PM 
org.apache.beam.runners.dataflow.DataflowPipelineJob logTerminalState
    INFO: Job 2022-09-30_15_24_53-14441705117576631157 failed with status 
FAILED.

org.apache.beam.sdk.io.parquet.ParquetIOIT > writeThenReadAll STANDARD_OUT
    Load test results for test (ID): 257cdf40-60ee-4b06-b866-7a1fd8c57a92 and 
timestamp: 2022-09-30T22:27:02.105000000Z:
                     Metric:                    Value:
                   read_time                       0.0
                dataset_size                 1.08737E9
                    run_time                       0.0
                  write_time                       0.0

Gradle Test Executor 2 finished executing tests.

> Task :sdks:java:io:file-based-io-tests:integrationTest FAILED

org.apache.beam.sdk.io.parquet.ParquetIOIT > writeThenReadAll FAILED
    java.lang.AssertionError: Values should be different. Actual: FAILED
        at org.junit.Assert.fail(Assert.java:89)
        at org.junit.Assert.failEquals(Assert.java:187)
        at org.junit.Assert.assertNotEquals(Assert.java:163)
        at org.junit.Assert.assertNotEquals(Assert.java:177)
        at 
org.apache.beam.sdk.io.parquet.ParquetIOIT.writeThenReadAll(ParquetIOIT.java:171)

1 test completed, 1 failed
Finished generating test XML results (0.026 secs) into: 
<https://ci-beam.apache.org/job/beam_PerformanceTests_ParquetIOIT/ws/src/sdks/java/io/file-based-io-tests/build/test-results/integrationTest>
Generating HTML test report...
Finished generating test html results (0.028 secs) into: 
<https://ci-beam.apache.org/job/beam_PerformanceTests_ParquetIOIT/ws/src/sdks/java/io/file-based-io-tests/build/reports/tests/integrationTest>
:sdks:java:io:file-based-io-tests:integrationTest (Thread[Execution **** Thread 
6,5,main]) completed. Took 2 mins 25.877 secs.

FAILURE: Build failed with an exception.

* What went wrong:
Execution failed for task ':sdks:java:io:file-based-io-tests:integrationTest'.
> There were failing tests. See the report at: 
> file://<https://ci-beam.apache.org/job/beam_PerformanceTests_ParquetIOIT/ws/src/sdks/java/io/file-based-io-tests/build/reports/tests/integrationTest/index.html>

* Try:
> Run with --stacktrace option to get the stack trace.
> Run with --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 3m 36s
148 actionable tasks: 91 executed, 55 from cache, 2 up-to-date

Publishing build scan...
https://gradle.com/s/ukupnmv66kjm4

Stopped 1 **** daemon(s).
Build step 'Invoke Gradle script' changed build result to FAILURE
Build step 'Invoke Gradle script' marked build as failure

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