It actually looks like I might have the answers via these following links:

[Design] Metrics in Structured Streaming
<https://docs.google.com/document/d/1NIdcGuR1B3WIe8t7VxLrt58TJB4DtipWEbj5I_mzJys/edit#heading=h.x0p1eeu47fs9>
  

JIRA - Structured Streaming - Metrics
<https://issues.apache.org/jira/browse/SPARK-22052?jql=project%20%3D%20SPARK%20AND%20component%20%3D%20%22Structured%20Streaming%22%20AND%20text%20~%20%22streaming%20metrics%22>
  

Thanks.







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