Github user TomaszGaweda commented on the issue:

    https://github.com/apache/spark/pull/21500
  
    @HeartSaVioR IMHO we should consider new state provider such as RocksDB, 
like Flink and Databricks Delta did. It is not a direct fix, but will improve 
latency and memory consumption, maybe additional management on Spark side won't 
be required


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