Andreas created SPARK-9746:
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             Summary: PairRDDFunctions.countByKey: values/counts always 1
                 Key: SPARK-9746
                 URL: https://issues.apache.org/jira/browse/SPARK-9746
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 1.4.0
            Reporter: Andreas


org.apache.spark.rdd.PairRDDFunctionscountByKey(): Map[K, Long] = 
self.withScope {
    self.mapValues(_ => 1L).reduceByKey(_ + _).collect().toMap
  }

obviously always returns count 1 for each key.

If I understand the docs correctly I would expect this implementation:

self.mapValues(_.size).reduceByKey(_ + _).collect().toMap



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