HBASE-25625 StochasticBalancer CostFunctions needs a better way to ev… by clarax · Pull Request #3011 · apache/hbase

clarax · 2021-03-04T01:40:25Z

…aluate resource distribution

Apache-HBase · 2021-03-04T02:31:30Z

💔 -1 overall

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		_ Patch Compile Tests _
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		_ Other Tests _
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		49m 50s

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Apache-HBase · 2021-03-04T05:42:16Z

💔 -1 overall

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Apache-HBase · 2021-03-04T05:45:33Z

💔 -1 overall

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		243m 55s

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virajjasani · 2021-03-04T07:14:25Z

@clarax could you please check compilation issue here

Apache-HBase · 2021-03-04T08:22:01Z

🎊 +1 overall

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Apache-HBase · 2021-03-04T11:35:01Z

💔 -1 overall

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		248m 58s

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Apache-HBase · 2021-03-04T11:37:22Z

💔 -1 overall

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		251m 15s

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Apache-HBase · 2021-03-04T18:16:31Z

🎊 +1 overall

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Apache-HBase · 2021-03-04T21:28:28Z

💔 -1 overall

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Apache-HBase · 2021-03-04T21:34:03Z

💔 -1 overall

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test updates

Apache-HBase · 2021-03-04T23:16:46Z

💔 -1 overall

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		25m 5s

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Apache-HBase · 2021-03-04T23:16:54Z

💔 -1 overall

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Apache-HBase · 2021-03-04T23:20:07Z

💔 -1 overall

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+1 💚	asflicense	0m 14s	The patch does not generate ASF License warnings.
		28m 23s

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d-c-manning

I'm excited for working towards a balancer that works better for large clusters! Thanks for proposing changes in that direction.

d-c-manning · 2021-03-05T02:11:33Z

- }
- }
+ // recalculate stdev
+ reComputeRegionStDevPerTable();


It seems like here we should only be recomputing the stdev for the affected tableIndex. I don't want to over-optimize if it makes the code less readable... but in clusters with large numbers of tables, we would be doing unnecessary work.
I'm thinking in the context of HBASE-22300 where large clusters no longer run through enough iterations of the balancer. In that case, the issue is number of regions, which will always be larger than number of tables... and likely much larger. So it may not be a major issue here, but I'm bringing it up just in case.

Thank you for bringing up this. reComputeRegionStDevPerTable() can be optimized to only compute the impacted table index to reduce computation cost.

d-c-manning · 2021-03-05T05:59:30Z

- testWithCluster(numNodes, numRegions, numRegionsPerServer, replication, numTables, true, true);
+
+ // we need to capture the outlier and generate a move
+ testWithCluster(numNodes, numRegions, numRegionsPerServer, replication, numTables, false, false);


The change of code suggests that the balancer will no longer fully balance the cluster in one run... why is that? Are we making the balancer less effective, even in this test with large cluster with one outlier node? I thought this is the type of case that the fix is supposed to improve?

This is one of the side impact. the computation gets more complicated. I will work on it.

It turns out to be related to https://issues.apache.org/jira/browse/HBASE-25767. Will merge the fix.

Apache-HBase · 2021-03-05T23:39:36Z

🎊 +1 overall

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		_ Prechecks _
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		49m 27s

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Apache-HBase · 2021-03-06T02:49:41Z

💔 -1 overall

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+1 💚	mvninstall	4m 0s	master passed
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+1 💚	javadoc	0m 37s	the patch passed
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-1 ❌	unit	211m 4s	hbase-server in the patch failed.
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Apache-HBase · 2021-03-06T03:14:46Z

💔 -1 overall

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+1 💚	mvninstall	5m 42s	master passed
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+1 💚	javadoc	0m 49s	master passed
		_ Patch Compile Tests _
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		264m 33s

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saintstack · 2021-04-08T17:35:37Z

Is this PR live still @clarax ? Or superceded by #3067 ? Thanks.

clarax · 2021-04-08T18:42:40Z

Is this PR live still @clarax ? Or superceded by #3067 ? Thanks.

The new heuristic needs to be evaluated by simulation at different scales. so this pr is currently pending the validation. 3067 is a scaled back fix for table skew only as a sub-task https://issues.apache.org/jira/browse/HBASE-25739?filter=-2

saintstack · 2021-04-08T18:51:08Z

Should this or the other PR have their own JIRA then @clarax Thanks.

clarax · 2021-08-20T18:39:54Z

Close the pr for now since the other pr #3067 landed and relieved most of the problem. Will revisit when the problem arises again.

HBASE-25625 StochasticBalancer CostFunctions needs a better way to ev…
54d6d43
…aluate resource distribution

fix compile error
5819791
test updates

clarax force-pushed the HBASE-25625 branch from e1f4c34 to 5819791Compare March 4, 2021 22:50

d-c-manning reviewed Mar 5, 2021
View reviewed changes

combine table skew across multiple tables as independent variables
b08e6b1

sunhelly reviewed Mar 6, 2021
View reviewed changes

Comment threadhbase-server/src/main/java/org/apache/hadoop/hbase/master/balancer/BaseLoadBalancer.java

saintstack mentioned this pull request Apr 8, 2021
HBASE-25739 TableSkewCostFunction need to use aggregated deviation #3067
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