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

    https://github.com/apache/spark/pull/14080#discussion_r69989502
  
    --- Diff: 
common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/ExternalShuffleBlockHandler.java
 ---
    @@ -143,4 +179,26 @@ private void checkAuth(TransportClient client, String 
appId) {
         }
       }
     
    +  /**
    +   * A simple class to wrap all shuffle service wrapper metrics
    +   */
    +  private class ShuffleMetrics implements MetricSet {
    +    private final Map<String, Metric> allMetrics;
    +    private final Timer timeDelayForOpenBlockRequest = new Timer();
    +    private final Timer timeDelayForRegisterExecutorRequest = new Timer();
    +    private final Meter transferBlockRate = new Meter();
    --- End diff --
    
    Can you add comments describing the metrics and their units? e.g. bytes, 
milliseconds
    
    Also consider renaming them for clarity, I think 
`openBlockRequestLatencyMillis`, `registerExecutorRequestLatencyMillis`, 
`blockTransferRateBytes` would be more clear to the reader.


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