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Posted to issues@spark.apache.org by "Riya Verma (Jira)" <ji...@apache.org> on 2024/06/11 17:40:00 UTC
[jira] [Created] (SPARK-48586) Remove lock contention between maintenance and task threads
Riya Verma created SPARK-48586:
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Summary: Remove lock contention between maintenance and task threads
Key: SPARK-48586
URL: https://issues.apache.org/jira/browse/SPARK-48586
Project: Spark
Issue Type: Improvement
Components: Structured Streaming
Affects Versions: 3.4.3
Reporter: Riya Verma
Currently the lock of the RocksDB state store is acquired when uploading the snapshot inside maintenance tasks when change log checkpointing is enabled, which causes lock contention between query processing tasks and state maintenance thread. To eliminate the lock contention, lock acquisition inside maintenance tasks should be avoided. To prevent race conditions between task and maintenance threads, we can ensure that RocksDBFileManager has a linear history by ensuring a deep copy of RocksDBFileManager every time a previous version is loaded. The original file manager is not affected by future state update. The new file manager is not affected by background snapshot uploading tasks that attempt to upload a snapshot.
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