hive-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Lefty Leverenz (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (HIVE-4440) SMB Operator spills to disk like it's 1999
Date Mon, 19 May 2014 00:01:41 GMT

    [ https://issues.apache.org/jira/browse/HIVE-4440?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14001270#comment-14001270
] 

Lefty Leverenz commented on HIVE-4440:
--------------------------------------

Hive 0.13.0 did not remove *hive.mapjoin.bucket.cache.size*.  Also, the comment that says
it should be removed has a typo in the name of the new parameter -- it should be *hive.smbjoin.cache.rows*,
not hive.smbjoin.cache.row:

{quote}
+    // hive.mapjoin.bucket.cache.size has been replaced by hive.smbjoin.cache.row,
+    // need to remove by hive .13. Also, do not change default (see SMB operator)
{quote}

Instead of creating a new jira for this, I'll add a comment on HIVE-6586 (for HIVE-6037).

> SMB Operator spills to disk like it's 1999
> ------------------------------------------
>
>                 Key: HIVE-4440
>                 URL: https://issues.apache.org/jira/browse/HIVE-4440
>             Project: Hive
>          Issue Type: Bug
>            Reporter: Gunther Hagleitner
>            Assignee: Gunther Hagleitner
>             Fix For: 0.12.0
>
>         Attachments: HIVE-4440.1.patch, HIVE-4440.2.patch
>
>
> I was recently looking into some performance issue with a query that used SMB join and
was running really slow. Turns out that the SMB join by default caches only 100 values per
key before spilling to disk. That seems overly conservative to me. Changing the parameter
resulted in a ~5x speedup - quite significant.
> The parameter is: hive.mapjoin.bucket.cache.size
> Which right now is only used the SMB Operator as far as I can tell.
> The parameter was introduced originally (3 yrs ago) for the map join operator (looks
like pre-SMB) and set to 100 to avoid OOM. That seems to have been in a different context
though where you had to avoid running out of memory with the cached hash table in the same
process, I think.
> Two things I'd like to propose:
> a) Rename it to what it does: hive.smbjoin.cache.rows
> b) Set it to something less restrictive: 10000
> If you string together a 5 table smb join with a map join and a map-side group by aggregation
you might still run out of memory, but the renamed parameter should be easier to find and
reduce. For most queries, I would think that 10000 is still a reasonable number to cache (On
the reduce side we use 25000 for shuffle joins).



--
This message was sent by Atlassian JIRA
(v6.2#6252)

Mime
View raw message