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https://issues.apache.org/jira/browse/PHOENIX-4701?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16452569#comment-16452569
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James Taylor commented on PHOENIX-4701:
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Thanks for the response, [~an...@apache.org] and [~samarthjain]. I think the 
best approach would be to persist our [client 
metrics|http://phoenix.apache.org/metrics.html] in the SYSTEM.LOG instead of 
inventing a new mechanism. The metrics captures all the same information as 
your QueryLogInfo (and much more), rolls all the information up to a single set 
of metrics for each Phoenix statement (aggregating/merging parallel scans, 
etc), and can emits a single log line (which could be written in a single 
upsert statement). At SFDC, we emit this information in a layer above, but this 
could easily be emitted directly in Phoenix and go through your asynchronous 
write path. The only piece would be to add the concept of a log level to each 
metric to enable statically controlling which metrics are output.

> Improve schema of SYSTEM.LOG table
> ----------------------------------
>
>                 Key: PHOENIX-4701
>                 URL: https://issues.apache.org/jira/browse/PHOENIX-4701
>             Project: Phoenix
>          Issue Type: Bug
>            Reporter: James Taylor
>            Assignee: James Taylor
>            Priority: Major
>             Fix For: 4.14.0, 5.0.0
>
>         Attachments: PHOENIX-4701_wip1.patch, PHOENIX-4701_wip2.patch
>
>
> If possible, the SYSTEM.LOG table would benefit greatly  (3-5x perf gain) 
> from being declared as immutable with a column encoding of 1 byte and a 
> storage format of SINGLE_CELL_ARRAY_WITH_OFFSETS.



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