Spark Write SIZE / Read Write

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In Spark 2.0 and above, how can we calculate/derive the size of a Shuffle Write or Shuffle Read? I know Spark UI has all that info. But how can we calcualte or derive the sizes in your script (Pyspark or Scala)? Is there a way?

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