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HBASE-27389 Add cost function in balancer to consider the cost of bui… - #4799

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HBASE-27389 Add cost function in balancer to consider the cost of bui…#4799
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…lding bucket cache before moving regions

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Mind explaining more about the algorithm here?

I guess the problem here is that, when moving a region from rs A to rs B, the block cache on A is useless now and then on rs B, we need to reload the block cache of this region, and it will evict other regions data?

What is the algo here to measure this cost?

Thanks.

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ragarkar commented Sep 26, 2022

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Mind explaining more about the algorithm here?

I guess the problem here is that, when moving a region from rs A to rs B, the block cache on A is useless now and then on rs B, we need to reload the block cache of this region, and it will evict other regions data?

What is the algo here to measure this cost?

Thanks.

Hello,

All the region servers maintain a list of all the HFiles which are already cached. This change was done as part of HBASE-27313.
The current JIRA uses this information to find out the ratio of files already cached to the total number of files in the region server and puts this information in the region specific metric.

The stochastic load balancer uses this information to find out the cost of moving a region from one region server to the other by comparing the ratio of files already prefetched. Higher the ratio of files prefetched on a region server, lower the cost of moving the region. In addition to this information, the patch also considers the region size to measure the weighted cost moving the region.

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I do not fully understand why higher prefetched ratio leads to lower moving cost, if a region's hfiles have all been cached, after moving we need to fetched all the hfiles again, which is costly?

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Thanks for submitting this, @ragarkar ! Have made a few questions over the PR, trying to understand how the cost function/balance generator will run.

Also, does this new cost function always be enabled by default on the StochasticLoadBalancer?

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ragarkar marked this pull request as draft September 28, 2022 14:05
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I do not fully understand why higher prefetched ratio leads to lower moving cost, if a region's hfiles have all been cached, after moving we need to fetched all the hfiles again, which is costly?

If we are moving a region from server A to server B, if the prefetch ratio on B is higher than that on A, then the cost of moving the region is low. During region movement, there is a likelihood that the file is already prefetched on server B and hence there will be no need to prefetch it again. The changes done in HBASE-27313 already maintain a list of files which are already prefetched on the server.

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Also, does this new cost function always be enabled by default on the StochasticLoadBalancer?
The PrefetchCacheCostFunction will be enabled if the configuration "hbase.prefetch.file.list.path" is set. In addition to that, it will have it's own configuration "hbase.master.balancer.stochastic.prefetchCacheCost" that will define the multiplier value for this cost function. This is covered in the new patch that I will upload soon. If either "hbase.prefetch.file.list.path" is not set or "hbase.master.balancer.stochastic.prefetchCacheCost" is set to 0, the cost function will not be enabled. The default value of "hbase.master.balancer.stochastic.prefetchCacheCost" will be > 0 which will mean that the cost function will be enabled by default given that the configuration "hbase.prefetch.file.list.path" is set.

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ragarkar marked this pull request as ready for review January 18, 2023 10:01
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rebuild

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…lding bucket cache before moving regions
Fixed spotless errors
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recheck

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rebuild

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* persistence. If this parameter is not set this means that the cache persistence is disabled
* which means that the prefetch ratios of regions on region servers cannot be calculated and
* hence the regions should be moved based on how much they have been prefetched on a region
* server. The prefetch cache cost function is disabled if the multiplier is set to 0.

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Let's explicitly mention it's disabled by default.

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Let's also mention this:

The prefetch ratio function would be most relevant for non-hdfs deployments, which then makes locality irrelevant. In those cases, prefetch and region skewness would be competing to prevail over the final balancer decision.

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Done. Made the suggested changes to javadoc.

…lding bucket cache before moving regions
Updated javadoc comments.
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…lding bucket cache before moving regions
Fixed following issues found during testing
1. The historical prefetch ratio was maintained in a map using the
server name in the format <host,port,startcode>. The startcode
changes with every server restart which means that the server name
will be different after each server restart. This can cause issue
while calculating the historical prefetch ratio as the balancer may
not be able to find the historical prefetch because of the server
name mismatch.
2. Fixed an issue in the region server which may lead to incorrect
prefetch ratio calculation if the HFile in a region is a link
3. Added a system test to test the changes
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+0 🆗reexec0m 27sDocker mode activated.
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-0 ⚠️patch6m 4sUsed diff version of patch file. Binary files and potentially other changes not applied. Please rebase and squash commits if necessary.
_ Patch Compile Tests _
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DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/11/artifact/yetus-jdk8-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 0b7cd8b4da48 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
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+0 🆗reexec0m 29sDocker mode activated.
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GITHUB PR#4799
Optional Testsdupname asflicense javac spotbugs hadoopcheck hbaseanti spotless checkstyle compile cc hbaseprotoc prototool
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+0 🆗reexec4m 56sDocker mode activated.
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DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/11/artifact/yetus-jdk11-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 1baba8e233b8 5.4.0-144-generic #161-Ubuntu SMP Fri Feb 3 14:49:04 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
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+0 🆗reexec0m 27sDocker mode activated.
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GITHUB PR#4799
Optional Testsdupname asflicense javac spotbugs hadoopcheck hbaseanti spotless checkstyle compile cc hbaseprotoc prototool
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GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux d47d78c6e82c 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
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GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
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GITHUB PR#4799
Optional Testsdupname asflicense javac spotbugs hadoopcheck hbaseanti spotless checkstyle compile cc hbaseprotoc prototool
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SubsystemReport/Notes
DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/13/artifact/yetus-jdk11-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 6f2ea392284e 5.4.0-144-generic #161-Ubuntu SMP Fri Feb 3 14:49:04 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
git revisionmaster / a6dad70
Default JavaEclipse Adoptium-11.0.17+8
Test Resultshttps://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/13/testReport/
Max. process+thread count2855 (vs. ulimit of 30000)
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+0 🆗reexec0m 31sDocker mode activated.
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_ Patch Compile Tests _
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DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/13/artifact/yetus-jdk8-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux b8535d67f74e 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
git revisionmaster / a6dad70
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+0 🆗reexec0m 26sDocker mode activated.
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GITHUB PR#4799
Optional Testsdupname asflicense javac spotbugs hadoopcheck hbaseanti spotless checkstyle compile cc hbaseprotoc prototool
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Personalitydev-support/hbase-personality.sh
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+0 🆗reexec0m 29sDocker mode activated.
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DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/14/artifact/yetus-jdk11-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 0006a10edb96 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
git revisionmaster / e5620e2
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+0 🆗reexec0m 24sDocker mode activated.
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GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 75f73591994c 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
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+0 🆗reexec0m 28sDocker mode activated.
_ Prechecks _
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SubsystemReport/Notes
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GITHUB PR#4799
Optional Testsdupname asflicense javac spotbugs hadoopcheck hbaseanti spotless checkstyle compile cc hbaseprotoc prototool
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+0 🆗reexec1m 2sDocker mode activated.
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SubsystemReport/Notes
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GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 23280f0d1d2a 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
git revisionmaster / 143e9b4
Default JavaTemurin-1.8.0_352-b08
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Console outputhttps://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/15/console
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+0 🆗reexec1m 24sDocker mode activated.
-0 ⚠️yetus0m 3sUnprocessed flag(s): --brief-report-file --spotbugs-strict-precheck --whitespace-eol-ignore-list --whitespace-tabs-ignore-list --quick-hadoopcheck
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SubsystemReport/Notes
DockerClientAPI=1.42 ServerAPI=1.42 base: https://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/15/artifact/yetus-jdk11-hadoop3-check/output/Dockerfile
GITHUB PR#4799
Optional Testsjavac javadoc unit shadedjars compile
unameLinux 72ff7edd3c45 5.4.0-1094-aws #102~18.04.1-Ubuntu SMP Tue Jan 10 21:07:03 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux
Build toolmaven
Personalitydev-support/hbase-personality.sh
git revisionmaster / 143e9b4
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Console outputhttps://ci-hbase.apache.org/job/HBase-PreCommit-GitHub-PR/job/PR-4799/15/console
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@ragarkar@Apache-HBase@Apache9@wchevreuil