Github user mridulm commented on the issue:

    https://github.com/apache/spark/pull/17789
  
    Sounds good on doing it in separate PR - I am not too worried about 
shuffle/blockdata/etc btw - since they are private to application execution - 
checkpoint's tend to also be perused for other purposes (whether by design or 
not) since they are on hdfs; and with this PR it will become necessary to 
either guess the codec by iterating over supported codec's or pass it through 
other means for consumers.


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