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Date: 2024-11-17 06:11:31
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Verify the following Spark configuration properties:

  1. spark.sql.adaptive.skewJoin.enabled (default: true): Enables or disables adaptive skew join handling.
  2. spark.sql.adaptive.skewJoin.skewedPartitionFactor (default: 5): A multiplier used to determine if a partition is skewed. A partition is considered skewed if its size is more than 5 times the median partition size.
  3. spark.sql.adaptive.skewJoin.skewedPartitionThresholdInBytes (default: 256MB): A minimum size threshold for a partition to be considered skewed.

A partition is identified as skewed when: Its size exceeds the product of the skewedPartitionFactor and the median partition size. Its size is greater than the skewedPartitionThresholdInBytes.

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Posted by: Gurunandan Rao