apache / apache/beam

Update native spark metrics

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improvement P3 runners spark
Dominant language
Java
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Description

Native engine metrics are updated on `finishBundle` by DoFnRunners. Spark uses `SimpleDoFnRunner` that is in runner-core and thus contains nothing spark native. It might be good to extend `SimpleDoFnRunner` to add native metrics support just like it was done in Flink with `DoFnRunnerWithMetrics` class.

Imported from Jira [BEAM-5212](https://issues.apache.org/jira/browse/BEAM-5212). Original Jira may contain additional context.
Reported by: echauchot.

Contributor guide

Open the contributing guide

Research direction

Start by reading runner-core's SimpleDoFnRunner and the Flink DoFnRunnerWithMetrics implementation, then trace how Spark invokes finishBundle. The change is complete when Spark native metrics are updated through the runner, matching the intended Flink-style behavior; consult the linked BEAM-5212 Jira issue for additional context.

Written by the indexing model from the issue text.

Assessment

Tech stack
java, spark
Domain
data-engineering, observability
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
30/100

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