[jira] [Created] (BEAM-3060) Add performance tests for commonly used file-based I/O PTransforms

["Chamikara Jayalath (JIRA)" <ji...@apache.org>]

Chamikara Jayalath created BEAM-3060:
----------------------------------------

             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/



--
This message was sent by Atlassian JIRA
(v6.4.14#64029)