[
https://issues.apache.org/jira/browse/HBASE-7667?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13575312#comment-13575312
]
Lars Hofhansl commented on HBASE-7667:
--------------------------------------
Stripes can have overlapping keyrange with other stripes, correct? I.e. if two
L0 files are compacted with a L0-compation their each L0 is striped but since
the L0-files could overlap, the stripes could too with other stripes from
different L0 files.
A nice property in LevelDB is that only L0 files have overlapping keyspaces
with other files, all level > L0 have no overlapping keys within a level and no
file at level L overlaps more than 10 files at L+1.
Right now only major compactions can remove delete markers because only by
looking at all data you can guarantee that you will see each KV that might be
affected by the delete marker.
It's not clear to me how we get around this, unless we introduce a formal
notion of levels and know which L+1 files overlap with a file at level L.
Would love to discuss more at the PowWow on the Feb 19th.
> Support stripe compaction
> -------------------------
>
> Key: HBASE-7667
> URL: https://issues.apache.org/jira/browse/HBASE-7667
> Project: HBase
> Issue Type: New Feature
> Components: Compaction
> Reporter: Sergey Shelukhin
> Assignee: Sergey Shelukhin
>
> So I was thinking about having many regions as the way to make compactions
> more manageable, and writing the level db doc about how level db range
> overlap and data mixing breaks seqNum sorting, and discussing it with Jimmy,
> Matteo and Ted, and thinking about how to avoid Level DB I/O multiplication
> factor.
> And I suggest the following idea, let's call it stripe compactions. It's a
> mix between level db ideas and having many small regions.
> It allows us to have a subset of benefits of many regions (wrt reads and
> compactions) without many of the drawbacks (managing and current
> memstore/etc. limitation).
> It also doesn't break seqNum-based file sorting for any one key.
> It works like this.
> The region key space is separated into configurable number of fixed-boundary
> stripes (determined the first time we stripe the data, see below).
> All the data from memstores is written to normal files with all keys present
> (not striped), similar to L0 in LevelDb, or current files.
> Compaction policy does 3 types of compactions.
> First is L0 compaction, which takes all L0 files and breaks them down by
> stripe. It may be optimized by adding more small files from different
> stripes, but the main logical outcome is that there are no more L0 files and
> all data is striped.
> Second is exactly similar to current compaction, but compacting one single
> stripe. In future, nothing prevents us from applying compaction rules and
> compacting part of the stripe (e.g. similar to current policy with rations
> and stuff, tiers, whatever), but for the first cut I'd argue let it "major
> compact" the entire stripe. Or just have the ratio and no more complexity.
> Finally, the third addresses the concern of the fixed boundaries causing
> stripes to be very unbalanced.
> It's exactly like the 2nd, except it takes 2+ adjacent stripes and writes the
> results out with different boundaries.
> There's a tradeoff here - if we always take 2 adjacent stripes, compactions
> will be smaller but rebalancing will take ridiculous amount of I/O.
> If we take many stripes we are essentially getting into the
> epic-major-compaction problem again. Some heuristics will have to be in place.
> In general, if, before stripes are determined, we initially let L0 grow
> before determining the stripes, we will get better boundaries.
> Also, unless unbalancing is really large we don't need to rebalance really.
> Obviously this scheme (as well as level) is not applicable for all scenarios,
> e.g. if timestamp is your key it completely falls apart.
> The end result:
> - many small compactions that can be spread out in time.
> - reads still read from a small number of files (one stripe + L0).
> - region splits become marvelously simple (if we could move files between
> regions, no references would be needed).
> Main advantage over Level (for HBase) is that default store can still open
> the files and get correct results - there are no range overlap shenanigans.
> It also needs no metadata, although we may record some for convenience.
> It also would appear to not cause as much I/O.
--
This message is automatically generated by JIRA.
If you think it was sent incorrectly, please contact your JIRA administrators
For more information on JIRA, see: http://www.atlassian.com/software/jira
