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Is there a code to use to compare hadoop tools when performing the same operations and what criteria should be considered on different tools, like

Is there a code to use to compare hadoop tools when performing the same operations and what criteria should be considered on different tools, like Mapreduce, Pig, Hive, Mahout

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