Shixiong Zhu created SPARK-31245:
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             Summary: Document the backward incompatibility issue for 
Encoders.kryo and Encoders.javaSerialization
                 Key: SPARK-31245
                 URL: https://issues.apache.org/jira/browse/SPARK-31245
             Project: Spark
          Issue Type: Documentation
          Components: Structured Streaming
    Affects Versions: 3.0.0
            Reporter: Shixiong Zhu


We should document that when a user uses Encoders.kryo or 
Encoders.javaSerialization for state store, we don't guarantee binary 
compatibility across different Spark versions because these two types of 
encoders can be broken easily. Maybe add a new section after 
http://spark.apache.org/docs/latest/structured-streaming-programming-guide.html#recovery-semantics-after-changes-in-a-streaming-query



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