harleyjj edited a comment on issue #5831:
URL: 
https://github.com/apache/incubator-pinot/issues/5831#issuecomment-671169815


   @suvodeep-pyne This is behaving as designed.  The preview tool's purpose is 
to show the user the anomalies it would have generated on historical data, so 
that the user can visualize the detection configuration and decide whether it 
behaves correctly for the user's specific use case (what is an anomaly to 
them?).  In the case of an existing alert, it shows the new anomalies as 
compared to those saved in the database (the actual anomalies that were 
generated by the alert in the past).  So the user can decide if the new 
detection configuration would perform better or worse than the alert's older 
detection configuration (i.e. Does it omit the false positives and/or detect 
the false negatives? Does the new detection still detect true positives?  Does 
it detect false positives that the old alert didn't?).  
   
   The Alert Overview's role is to show the detection as configured with the 
historical anomalies overlaid on it.  The historical anomalies are actual 
real-time anomalies that were fired in the past, and alerts sent to any 
subscribed subscription groups. 


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