Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/11403
  
    @davies I have a question about this. Maybe you have the answer for it? 
Thanks.
    
    For a shuffle, although `ShuffleExchange` returns a cached `ShuffledRowRDD` 
so `ReusedExchangeExec` can reuse it. In `ShuffledRowRDD`, it still needs to 
retrieve remote blocks again, because the previously retrieved remote blocks 
are not stored in local. So I am wondering if we explicitly call `cache` on the 
`ShuffledRowRDD` which is prepared for reusing, we can skip next round of 
remote retrieving. Will it improve the shuffle exchange reuse?


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