Github user robert3005 commented on the issue:

    https://github.com/apache/spark/pull/18406
  
    This is to facilitate using metrics in libraries that integrate in spark. 
Since spark already has metric reporting infrastructure and lets you register 
sources with it it seems natural extension to not require preregistering 
metrics. I am using instrumentation libraries to create metrics and those can 
register metrics lazily when necessary 


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