viirya opened a new pull request #25658: [SPARK-28935][SQL][DOCS] Document SQL 
metrics for Details for Query Plan
URL: https://github.com/apache/spark/pull/25658
 
 
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   ### What changes were proposed in this pull request?
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   This patch adds the description of common SQL metrics in web ui document.
   
   ### Why are the changes needed?
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   The current web ui document describes query plan but does not describe the 
meaning SQL metrics. For end users, they might not understand the meaning of 
the metrics.
   
   ### Does this PR introduce any user-facing change?
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   No. This is just documentation change.
   
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   Built the docs locally.
   
   <img width="976" alt="Screen Shot 2019-09-03 at 3 01 38 PM" 
src="https://user-images.githubusercontent.com/68855/64151084-37ccea00-ce5c-11e9-9073-70c7fa1c2d26.png";>
   

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