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https://issues.apache.org/jira/browse/SPARK-54039?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Nishanth updated SPARK-54039:
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Summary: SS | `Add TaskContext information to KafkaDataConsumer release()
logs for better debugging` (was: SS | `Add TaskID to KafkaDataConsumer logs
for better correlation between Spark tasks and Kafka operations`)
> SS | `Add TaskContext information to KafkaDataConsumer release() logs for
> better debugging`
> -------------------------------------------------------------------------------------------
>
> Key: SPARK-54039
> URL: https://issues.apache.org/jira/browse/SPARK-54039
> Project: Spark
> Issue Type: Improvement
> Components: Structured Streaming
> Affects Versions: 3.4.1, 3.5.0, 3.5.2, 4.0.0
> Reporter: Nishanth
> Priority: Major
> Labels: pull-request-available
>
> Currently, the log messages in {{KafkaDataConsumer}} do not include Spark
> task context information (e.g., {{{}TaskID{}}}) during the {{release()}}
> phase.
> This makes it harder to correlate consumer release metrics and timing with
> the specific Spark tasks that used the consumer, especially when multiple
> tasks are borrowing consumers concurrently.
> This improvement adds task context details (such as TaskID) to the log
> statements in the {{release()}} method to improve traceability and debugging
> of Kafka consumer lifecycle events.
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