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From "Daryn Sharp (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HDFS-8674) Improve performance of postponed block scans
Date Mon, 02 Nov 2015 23:33:27 GMT

    [ https://issues.apache.org/jira/browse/HDFS-8674?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14986273#comment-14986273
] 

Daryn Sharp commented on HDFS-8674:
-----------------------------------

[~mingma] It's a LinkedHashSet to cover the cases you state.  

bq. The motivation of randomization is to make sure we don't end up scanning the same blocks
if there isn't much update to postponedMisreplicatedBlocks. <...> What is the reason
to change from HashSet to LinkedHashSet, to have some order guarantee?  HashSet is faster
than LinkedHashSet. <...> During the scan, if a block is marked as POSTPONE, it will
be removed from postponedMisreplicatedBlocks first and add it back later via rescannedMisreplicatedBlocks.
Can it just remove those blocks from postponedMisreplicatedBlocks that aren't marked as POSTPONE
without using rescannedMisreplicatedBlocks?

The LHS iterator is effectively functioning as a cheap circular array with acceptable insert/remove
performance.  Yes, the order guarantee ensures all blocks are visited w/o "skipping" to a
random location.  The block always has to be removed and re-inserted for the ordering to work.
 Otherwise the same blocks will be scanned over and over again.

bq. Does the latency of couple seconds come from HashSet iteration? Some quick test indicates
iterating through 5M entries of a HashSet take around 50ms.

Yes, the cycles wasted to skip the through the set were the killer.  A micro-benchmark doesn't
capture the same chaotic runtime environment of over a 100 threads competing for resources.
 Kihwal says (ironically) the performance "improved" under 5M.

In multiple production incidents, the postponed queue backed up with 10-20M+ blocks.  Scans
determined the blocks are all still postponed.  Pre-patch, the cycles took up to a few seconds
and averaged in the many hundreds of ms.  Performance was obviously atrocious.  Post-patch,
same scans took no more than a few ms.



> Improve performance of postponed block scans
> --------------------------------------------
>
>                 Key: HDFS-8674
>                 URL: https://issues.apache.org/jira/browse/HDFS-8674
>             Project: Hadoop HDFS
>          Issue Type: Improvement
>          Components: HDFS
>    Affects Versions: 2.6.0
>            Reporter: Daryn Sharp
>            Assignee: Daryn Sharp
>            Priority: Critical
>         Attachments: HDFS-8674.patch
>
>
> When a standby goes active, it marks all nodes as "stale" which will cause block invalidations
for over-replicated blocks to be queued until full block reports are received from the nodes
with the block.  The replication monitor scans the queue with O(N) runtime.  It picks a random
offset and iterates through the set to randomize blocks scanned.
> The result is devastating when a cluster loses multiple nodes during a rolling upgrade.
Re-replication occurs, the nodes come back, the excess block invalidations are postponed.
Rescanning just 2k blocks out of millions of postponed blocks may take multiple seconds. During
the scan, the write lock is held which stalls all other processing.



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