Github user kiszk commented on a diff in the pull request:

    https://github.com/apache/spark/pull/21505#discussion_r194299485
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/DateTimeUtils.scala
 ---
    @@ -111,6 +113,23 @@ object DateTimeUtils {
         computedTimeZones.computeIfAbsent(timeZoneId, computeTimeZone)
       }
     
    +  private val threadLocalComputedCalendarsMap =
    +    new ThreadLocal[mutable.Map[TimeZone, Calendar]] {
    --- End diff --
    
    Yes, it should work functionally if we check a given time zone every time. 
    Do you know the typical access pattern of time zone? If there is temporal 
locality regarding time zone, we do not have to use `mutale.Map`.


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