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https://issues.apache.org/jira/browse/SPARK-42353?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17684501#comment-17684501
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Apache Spark commented on SPARK-42353:
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User 'chaoqin-li1123' has created a pull request for this issue:
https://github.com/apache/spark/pull/39897

> Cleanup orphan sst and log files in RocksDB checkpoint directory
> ----------------------------------------------------------------
>
>                 Key: SPARK-42353
>                 URL: https://issues.apache.org/jira/browse/SPARK-42353
>             Project: Spark
>          Issue Type: Bug
>          Components: Structured Streaming
>    Affects Versions: 3.2.3
>            Reporter: Chaoqin Li
>            Priority: Major
>
> When RocksDB version.zip file get overwritten (e.g. concurrent task 
> execution, task/stage/batch reattempts) or the zip file don't get uploaded 
> successfully, the associated sst and log files don't get garbage 
> collected.([https://github.com/databricks/runtime/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBFileManager.scala|https://github.com/databricks/runtime/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBFileManager.scala#L305-L309])
>  These files consume storage. We can clean up these SST files during periodic 
> state store maintenance. The major concern is that sst files for ongoing 
> version also appear to be "orphan" because they are uploaded before zip file, 
> we have to be careful not to delete them.



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