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In the Hadoop Definitive Guide it's said that Pig Latin doesn't suit for all data processing task. But It only cites "to perform queries of small amount of data in a large set" as a example.

Which other examples are bad scenarios of use for Pig Latin?

VMRuiz
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There may be situations when you just have simple ad-hoc analytical queries into the data in HDFS. There Hive would be more useful as Hive queries are a lot faster to write for those types of queries.

Also you may refer this post Pig vs Hive vs Native Map Reduce!.

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