Github user bersprockets commented on the issue:

    https://github.com/apache/spark/pull/21107
  
    Also, with a very small modification, you can get this branch to print 
messages for missing components as well:
    <pre>
        test_collect_functions (pyspark.sql.tests.HiveContextSQLTests) ... 
skipped 'Hive not available'
        test_datetime_functions (pyspark.sql.tests.HiveContextSQLTests) ... 
skipped 'Hive not available'
        test_limit_and_take (pyspark.sql.tests.HiveContextSQLTests) ... skipped 
'Hive not available'
        test_save_and_load_table (pyspark.sql.tests.HiveContextSQLTests) ... 
skipped 'Hive not available'
        test_unbounded_frames (pyspark.sql.tests.HiveContextSQLTests) ... 
skipped 'Hive not available'
        test_window_functions (pyspark.sql.tests.HiveContextSQLTests) ... 
skipped 'Hive not available'
    </pre>
    But maybe you are just trying to capture environmental problems here.
    
    By the way, this branch would not print any 'skipped' messages in 
environments where xmlrunner is installed. In environments without xmlrunner, I 
can see the messages.


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