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https://issues.apache.org/jira/browse/HIVE-4318?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13627793#comment-13627793
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Gopal V commented on HIVE-4318:
-------------------------------
I agree with Gunther's conclusion - moving this out would be the immediate fix
for performance reasons.
But a built-in profiler is an advantage in many ways, considering how something
like yourkit takes ~45 mins to run through a 2 min query & requires a license
key to inspect the output.
There is definitely middle ground to be found here.
The operator base-class hooks need to be removed for sure since it pollutes the
common code-path and allocates objects in the inner loop.
But the feature is a good idea & should be set aside for an implementation
revisit later.
> OperatorHooks hit performance even when not used
> ------------------------------------------------
>
> Key: HIVE-4318
> URL: https://issues.apache.org/jira/browse/HIVE-4318
> Project: Hive
> Issue Type: Bug
> Components: Query Processor
> Environment: Ubuntu LXC (64 bit)
> Reporter: Gopal V
> Assignee: Gunther Hagleitner
> Attachments: HIVE-4318.1.patch
>
>
> Operator Hooks inserted into Operator.java cause a performance hit even when
> it is not being used.
> For a count(1) query tested with & without the operator hook calls.
> {code:title=with}
> 2013-04-09 07:33:58,920 Stage-1 map = 100%, reduce = 100%, Cumulative CPU
> 84.07 sec
> Total MapReduce CPU Time Spent: 1 minutes 24 seconds 70 msec
> OK
> 28800991
> Time taken: 40.407 seconds, Fetched: 1 row(s)
> {code}
> {code:title=without}
> 2013-04-09 07:33:02,355 Stage-1 map = 100%, reduce = 100%, Cumulative CPU
> 68.48 sec
> ...
> Total MapReduce CPU Time Spent: 1 minutes 8 seconds 480 msec
> OK
> 28800991
> Time taken: 35.907 seconds, Fetched: 1 row(s)
> {code}
> The effect is multiplied by the number of operators in the pipeline that has
> to forward the row - the more operators there are the, the slower the query.
> The modification made to test this was
> {code:title=Operator.java}
> --- ql/src/java/org/apache/hadoop/hive/ql/exec/Operator.java
> +++ ql/src/java/org/apache/hadoop/hive/ql/exec/Operator.java
> @@ -526,16 +526,16 @@ public void process(Object row, int tag) throws
> HiveException {
> return;
> }
> OperatorHookContext opHookContext = new OperatorHookContext(this, row,
> tag);
> - preProcessCounter();
> - enterOperatorHooks(opHookContext);
> + //preProcessCounter();
> + //enterOperatorHooks(opHookContext);
> processOp(row, tag);
> - exitOperatorHooks(opHookContext);
> - postProcessCounter();
> + //exitOperatorHooks(opHookContext);
> + //postProcessCounter();
> }
> {code}
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