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MapReduce needs programs to be translated into map and reduce stages. As not all data analysts are accustomed to MapReduce, Yahoo researchers introduced Apache pig to bridge the gap. Apache Pig was created on top of Hadoop, producing a high level of abstraction and enabling programmers to spend less time writing complex MapReduce programs.

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