Github user eyalfa commented on the issue:

    https://github.com/apache/spark/pull/18855
  
    @HyukjinKwon , interesting reading but I couldn't find a concrete reason or 
solution to the issue.
    @cloud-fan, I've encountered this bug when working with a disk persisted 
RDD, it turned out some of our partitions exceeded the 2GB limit and failed on 
`DiskStore.getBytes`.
    
    since we're using a specific commercial distro I couldn't test this patch 
on my use case (we got rid of the large partitions anyway by tuning number of 
partitions and tweaking the DAG altogether :sunglasses: ), so I did the next 
best thing: reproduce the issue in a test case, please see test "blocks larger 
than 2gb" in `DiskStoreSuite` inthis PR.


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