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Apache Spark Basics with Python

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Which one is equivalent of Hadoop's map phase?

flatMap, because in case of hadoop's MR each mapper can generate as many key values as it wants
Map
Map combined with filter
Not possible to compare as spark does not follow Map-reduce paradigm

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