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https://issues.apache.org/jira/browse/CASSANDRA-6506?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14008738#comment-14008738
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Aleksey Yeschenko commented on CASSANDRA-6506:
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[~aabbeell] this has been explored before. See the comments for CASSANDRA-4775 
(TL;DR - it's not going to happen, for multiple serious reasons).

> counters++ split counter context shards into separate cells
> -----------------------------------------------------------
>
>                 Key: CASSANDRA-6506
>                 URL: https://issues.apache.org/jira/browse/CASSANDRA-6506
>             Project: Cassandra
>          Issue Type: Improvement
>            Reporter: Aleksey Yeschenko
>            Assignee: Aleksey Yeschenko
>             Fix For: 3.0
>
>
> This change is related to, but somewhat orthogonal to CASSANDRA-6504.
> Currently all the shard tuples for a given counter cell are packed, in sorted 
> order, in one binary blob. Thus reconciling N counter cells requires 
> allocating a new byte buffer capable of holding the union of the two 
> context's shards N-1 times.
> For writes, in post CASSANDRA-6504 world, it also means reading more data 
> than we have to (the complete context, when all we need is the local node's 
> global shard).
> Splitting the context into separate cells, one cell per shard, will help to 
> improve this. We did a similar thing with super columns for CASSANDRA-3237. 
> Incidentally, doing this split is now possible thanks to CASSANDRA-3237.
> Doing this would also simplify counter reconciliation logic. Getting rid of 
> old contexts altogether can be done trivially with upgradesstables.
> In fact, we should be able to put the logical clock into the cell's 
> timestamp, and use regular Cell-s and regular Cell reconcile() logic for the 
> shards, especially once we get rid of the local/remote shards some time in 
> the future (until then we still have to differentiate between 
> global/remote/local shards and their priority rules).



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