Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/18503#discussion_r125638233
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/HDFSBackedStateStoreProvider.scala
 ---
    @@ -350,20 +350,24 @@ private[state] class HDFSBackedStateStoreProvider 
extends StateStoreProvider wit
               throw new IOException(
                 s"Error reading delta file $fileToRead of $this: key size 
cannot be $keySize")
             } else {
    -          val keyRowBuffer = new Array[Byte](keySize)
    +          // If key size in an existing file is not a multiple of 8, round 
it to multiple of 8
    +          val keyAllocationSize = ((keySize + 7) / 8) * 8
    +          val keyRowBuffer = new Array[Byte](keyAllocationSize)
    --- End diff --
    
    so `RowBasedKeyValueBatch` is the format for state store? cc @zsxwing 


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