Github user ueshin commented on the issue:

    https://github.com/apache/spark/pull/18664
  
    I agree with @icexelloss that we should use 
`SQLConf.SESSION_LOCAL_TIMEZONE` so I sent a pr to use it to @BryanCutler.
    And hopefully we should use it for `df.collect()` and `df.toPandas` as well.
    I'm wondering it would affect backward-compatibility as I mentioned before, 
though.


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