Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/16451
  
    I just checked each except for the one below is passed in Windows via 
concatenated 
[full-log](https://gist.github.com/HyukjinKwon/2d199ac9156c380015ad5a71f77866be).
    
    It seems `DirectKafkaStreamSuite` is flaky due to the occasional failure of 
removing created temp directory (the same problem with 
https://github.com/apache/spark/pull/16451#discussion_r94562756 but that one is 
constantly failed)
    
    It is sometimes passed 
[![PR-16451](https://ci.appveyor.com/api/projects/status/github/spark-test/spark?branch=A7615F8B-58B0-4D9B-A914-32E7BF7DCB65&svg=true)](https://ci.appveyor.com/project/spark-test/spark/branch/A7615F8B-58B0-4D9B-A914-32E7BF7DCB65)
 but sometimes failed as below: 
    
    ```
    DirectKafkaStreamSuite:
     Exception encountered when attempting to run a suite with class name: 
org.apache.spark.streaming.kafka010.DirectKafkaStreamSuite *** ABORTED *** (59 
seconds, 626 milliseconds)
       java.io.IOException: Failed to delete: 
C:\projects\spark\target\tmp\spark-426107da-68cf-4d94-b0d6-1f428f1c53f6
    ```


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