About
distinct([numTasks])) is a transformation that returns a new data set (RDD) that contains the distinct elements of the source data set.
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Example
rdd2 = sc.parallelize([1,4,2,2,3])
rdd2.distinct()
[1,4,2,2,3] → [1,4,2,3]