[SPARK-52507][K8S] Attempt to read missing block from fallback storage #91
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What changes were proposed in this pull request?
On the presence of a fallback storage,
ShuffleBlockFetcherIteratorcan optimistically try to read a block from the fallback storage, as it might have been migrated from a decommissioned executor to the fallback storage.Note: This optimistic attempt to find the missing shuffle data on the fallback storage would collide with some replication delay handled in #16.
Why are the changes needed?
In a kubernetes environment, executors may be decommissioned. With a fallback storage configured, shuffle data will be migrated to other executors or the fallback storage. Tasks that start during a decommissioning phase of another executor might read blocks from that executor after it has been decommissioned. The task does not know the new location of the migrated block. Given a fallback storage is configured, it could optimistically try to read the block from the fallback storage.
This avoids a stage retry, which otherwise is an expensive way to fetch the current block address after a block migration.
Does this PR introduce any user-facing change?
No
How was this patch tested?
Unit test and manual testing in a kubernetes setup.
Was this patch authored or co-authored using generative AI tooling?
No