Github user StephanEwen commented on the issue:

    https://github.com/apache/flink/pull/3525
  
    @WangTaoTheTonic I have debugged a bit further in this issue, and it seems 
there is a bit more to do.
    For non-HA blob servers, the atomic rename fix would do it.
    
    For HA cases, we need to do a bit more. A recent change was that the blob 
cache will try and fetch blobs directly from the blob store, which may cause 
pre-mature reads before the blob has been fully written. Because the storage 
systems we target for HA do not all support atomic renames (S3 does not), we 
need to use the `_SUCCESS` file trick to mark completed blobs.
    
    I chatted with @tillrohrmann about that, he agreed to take a look at fixing 
these and will make an effort to get this into the 1.3 release. Hope that this 
will work for you.


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