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2023-12-21 Thread yxj1141
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Re: ShuffleManager and Speculative Execution

2023-12-21 Thread Mich Talebzadeh
Interesting point. As I understand, the key point is the ShuffleManager ensures that only one map output file is processed by the reduce task, even when multiple attempts succeed. So it is not a random selection process. At the reduce stage, only one copy of the map output needs to be read by the

ShuffleManager and Speculative Execution

2023-12-21 Thread Enrico Minack
Hi Spark devs, I have a question around ShuffleManager: With speculative execution, one map output file is being created multiple times (by multiple task attempts). If both attempts succeed, which is to be read by the reduce task in the next stage? Is any map output as good as any other?