Zhen Li created SPARK-33033:
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             Summary: Display time series view for task metrics in history 
server
                 Key: SPARK-33033
                 URL: https://issues.apache.org/jira/browse/SPARK-33033
             Project: Spark
          Issue Type: Improvement
          Components: Web UI
    Affects Versions: 3.1.0
            Reporter: Zhen Li


Event log contains all tasks' metrics data, which are useful for performance 
debugging. By now spark UI only displays final aggregation results, much 
information is hidden by this way. If spark UI could provide time series data 
view, it would be more helpful to performance debugging problems. We would like 
to build application statistics page in history server based on task metrics to 
provide more straight forward insight for spark application.



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