Details
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Bug
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Status: Resolved
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Major
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Resolution: Fixed
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2.0.1
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None
Description
Currently, when we detect fetch failure, we only remove the shuffle files produced by the executor, while the host itself might be down and all the shuffle files are not accessible. In case we are running multiple executors on a host, any host going down currently results in multiple fetch failures and multiple retries of the stage, which is very inefficient. If we remove all the shuffle files on that host, on first fetch failure, we can rerun all the tasks on that host in a single stage retry.
Attachments
Issue Links
- is related to
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SPARK-20178 Improve Scheduler fetch failures
- Resolved
- links to