Github user 10110346 commented on the issue:

    https://github.com/apache/spark/pull/22723
  
    In fact, `BinaryFileRDD ` uses `max(defaultParallelism, minPartitions)`:
    `BinaryFileRDD --->setMinPartitions--->Math.max(sc.defaultParallelism, 
minPartitions)`.
    
    In addition, for this unit test:
    
https://github.com/apache/spark/blob/b80bf66a8109faa7f58d45b92417a981666866a0/core/src/test/scala/org/apache/spark/FileSuite.scala#L304
    if we set `spark.default.parallelism=3`, the result will not be what we 
expected.



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