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It's important to note that the MapReduce framework will reattempt a task (Mapper or Reducer) if it fails. If the task is writing to a dataset, the reattempt of the task will most likely repeat the writes that were have been already performed in the failed attempt. Therefore, it is highly advisable that all writes performed by MapReduce programs be idempotent.

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