Rushabh Shah created HBASE-26913:
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             Summary: Replication Observability Framework
                 Key: HBASE-26913
                 URL: https://issues.apache.org/jira/browse/HBASE-26913
             Project: HBase
          Issue Type: New Feature
          Components: regionserver, Replication
            Reporter: Rushabh Shah
            Assignee: Rushabh Shah


{*}{*}In our production clusters, we have seen cases where data is present in 
source cluster but not in the sink cluster and 1 case where data is present in 
sink cluster but not in source cluster. 

We have internal tools where we take incremental backup every day on both 
source and sink clusters and we compare the hash of the data in both the 
backups. We have seen many cases where hash doesn't match which means data is 
not consistent between source and sink for that given day. The Mean Time To 
Detect (MTTD) these inconsistencies is atleast 2 days and requires lot of 
manual debugging.

We need some tool where we can reduce MTTD and requires less manual debugging.

I have attached design doc. Huge thanks to [~bharathv]  to come up with this 
design at my work place.



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