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Posted to issues@spark.apache.org by "James Xu (Jira)" <ji...@apache.org> on 2024/07/25 09:25:00 UTC
[jira] [Created] (SPARK-49001) Add a config to add ability to only enable speculative execution on non-data-writing tasks.
James Xu created SPARK-49001:
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Summary: Add a config to add ability to only enable speculative execution on non-data-writing tasks.
Key: SPARK-49001
URL: https://issues.apache.org/jira/browse/SPARK-49001
Project: Spark
Issue Type: Improvement
Components: Spark Core
Affects Versions: 3.3.2
Reporter: James Xu
Speculative Execution is a very good tool to avoid straggler tasks, but if we use Speculative Execution with some customized BatchWrite, if there are bugs in user implemented BatchWrite, it will produce wrong results.
So this ticket propose to add a config to add the ability to only enable speculative execution on non-data-writing tasks, which might be more safe.
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