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https://issues.apache.org/jira/browse/OAK-3362?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15130592#comment-15130592
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Alex Parvulescu commented on OAK-3362:
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started a prototype here [0], estimation seems to be more robust using the 
previous state as a baseline, the interesting part begins when we use this 
reference for the compactor as well, to reduce the scope of compaction to only 
focus on the content delta. fyi [~mduerig]

[0] 
https://github.com/apache/jackrabbit-oak/compare/trunk...stillalex:partial-compaction

> Estimate compaction based on diff to previous compacted head state
> ------------------------------------------------------------------
>
>                 Key: OAK-3362
>                 URL: https://issues.apache.org/jira/browse/OAK-3362
>             Project: Jackrabbit Oak
>          Issue Type: New Feature
>          Components: segmentmk
>            Reporter: Alex Parvulescu
>            Assignee: Alex Parvulescu
>            Priority: Minor
>              Labels: compaction, gc
>             Fix For: 1.6
>
>
> Food for thought: try to base the compaction estimation on a diff between the 
> latest compacted state and the current state.
> Pros
> * estimation duration would be proportional to number of changes on the 
> current head state
> * using the size on disk as a reference, we could actually stop the 
> estimation early when we go over the gc threshold.
> * data collected during this diff could in theory be passed as input to the 
> compactor so it could focus on compacting a specific subtree
> Cons
> * need to keep a reference to a previous compacted state. post-startup and 
> pre-compaction this might prove difficult (except maybe if we only persist 
> the revision similar to what the async indexer is doing currently)
> * coming up with a threshold for running compaction might prove difficult
> * diff might be costly, but still cheaper than the current full diff



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