Github user davies commented on the issue:

    https://github.com/apache/spark/pull/15332
  
    Paruqet support both millisecond and microseconds:
    ```
    TIMESTAMP_MILLIS
    
    TIMESTAMP_MILLIS is used for a combined logical date and time type, with 
millisecond precision. It must annotate an int64 that stores the number of 
milliseconds from the Unix epoch, 00:00:00.000 on 1 January 1970, UTC.
    
    TIMESTAMP_MICROS
    
    TIMESTAMP_MICROS is used for a combined logical date and time type with 
microsecond precision. It must annotate an int64 that stores the number of 
microseconds from the Unix epoch, 00:00:00.000000 on 1 January 1970, UTC.
    ```
    
    We should be able to read both of them, but write it as TIMESTAMP_MICROS by 
default?


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