Github user liutang123 commented on the issue:

    https://github.com/apache/spark/pull/21772
  
    @viirya This case  occurred in our cluster and we took a lot of time to 
find this bug.
    For some man-made reasons, the small table's max id has become abnormally 
large. The LongHasedRelation generated based on the table was not optimized to 
`dense` and has become abnormally big(approximately 400MB).


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