Chamikara Jayalath created BEAM-3060:
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Summary: Add performance tests for commonly used file-based I/O
PTransforms
Key: BEAM-3060
URL: https://issues.apache.org/jira/browse/BEAM-3060
Project: Beam
Issue Type: Test
Components: sdk-java-core
Reporter: Chamikara Jayalath
Assignee: Chamikara Jayalath
We recently added a performance testing framework [1] that can be used to do
following.
(1) Execute Beam tests using PerfkitBenchmarker
(2) Manage Kubernetes-based deployments of data stores.
(3) Easily publish benchmark results.
I think it will be useful to add performance tests for commonly used file-based
I/O PTransforms using this framework. I suggest looking into following formats
initially.
(1) AvroIO
(2) TextIO
(3) Compressed text using TextIO
(4) TFRecordIO
It should be possibly to run these tests for various Beam runners (Direct,
Dataflow, Flink, Spark, etc.) and file-systems (GCS, local, HDFS, etc.) easily.
In the initial version, tests can be made manually triggerable for PRs through
Jenkins. Later, we could make some of these tests run periodically and publish
benchmark results (to BigQuery) through PerfkitBenchmarker.
[1] https://beam.apache.org/documentation/io/testing/
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