Github user srowen commented on the issue:

    https://github.com/apache/spark/pull/18645
  
    The JSON error arises because now, JSON messages contain an explicit entry 
for null properties, like `"message" : null`. This looks like a small behavior 
change introduced in Jackson 2.7. See 
https://github.com/FasterXML/jackson/wiki/Jackson-Release-2.7 Although it's the 
same, semantically, in theory, we should make the behavior identical.
    
    It looks like several places in the code explicitly configure Jackson to 
only include `NON_NULL` properties. I believe it needs to be extended to be set 
explicitly elsewhere now. Still investigating ...


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