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https://issues.apache.org/jira/browse/HBASE-17707?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16030218#comment-16030218
 ] 

Hadoop QA commented on HBASE-17707:
-----------------------------------

| (x) *{color:red}-1 overall{color}* |
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|| Vote || Subsystem || Runtime || Comment ||
| {color:blue}0{color} | {color:blue} reexec {color} | {color:blue} 0m 19s 
{color} | {color:blue} Docker mode activated. {color} |
| {color:green}+1{color} | {color:green} hbaseanti {color} | {color:green} 0m 
0s {color} | {color:green} Patch does not have any anti-patterns. {color} |
| {color:green}+1{color} | {color:green} @author {color} | {color:green} 0m 0s 
{color} | {color:green} The patch does not contain any @author tags. {color} |
| {color:green}+1{color} | {color:green} test4tests {color} | {color:green} 0m 
0s {color} | {color:green} The patch appears to include 2 new or modified test 
files. {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green} 3m 
53s {color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green} 0m 43s 
{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} checkstyle {color} | {color:green} 0m 
43s {color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} mvneclipse {color} | {color:green} 0m 
15s {color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} findbugs {color} | {color:green} 2m 1s 
{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green} 0m 32s 
{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green} 0m 
49s {color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green} 0m 45s 
{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javac {color} | {color:green} 0m 45s 
{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} checkstyle {color} | {color:green} 0m 
50s {color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} mvneclipse {color} | {color:green} 0m 
15s {color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} whitespace {color} | {color:green} 0m 
0s {color} | {color:green} The patch has no whitespace issues. {color} |
| {color:green}+1{color} | {color:green} hadoopcheck {color} | {color:green} 
31m 55s {color} | {color:green} Patch does not cause any errors with Hadoop 
2.6.1 2.6.2 2.6.3 2.6.4 2.6.5 2.7.1 2.7.2 2.7.3 or 3.0.0-alpha2. {color} |
| {color:green}+1{color} | {color:green} findbugs {color} | {color:green} 2m 
25s {color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green} 0m 33s 
{color} | {color:green} the patch passed {color} |
| {color:red}-1{color} | {color:red} unit {color} | {color:red} 111m 51s 
{color} | {color:red} hbase-server in the patch failed. {color} |
| {color:green}+1{color} | {color:green} asflicense {color} | {color:green} 1m 
37s {color} | {color:green} The patch does not generate ASF License warnings. 
{color} |
| {color:black}{color} | {color:black} {color} | {color:black} 160m 26s {color} 
| {color:black} {color} |
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|| Reason || Tests ||
| Failed junit tests | hadoop.hbase.mapreduce.TestMultiTableInputFormat |
|   | hadoop.hbase.snapshot.TestMobRestoreFlushSnapshotFromClient |
|   | hadoop.hbase.mapreduce.TestImportTSVWithTTLs |
|   | hadoop.hbase.mapreduce.TestLoadIncrementalHFiles |
|   | hadoop.hbase.master.procedure.TestSafemodeBringsDownMaster |
|   | hadoop.hbase.mapreduce.TestImportTSVWithVisibilityLabels |
|   | hadoop.hbase.master.procedure.TestDeleteColumnFamilyProcedure |
|   | hadoop.hbase.mapreduce.TestTableInputFormatScan2 |
|   | hadoop.hbase.TestNamespace |
| Timed out junit tests | 
org.apache.hadoop.hbase.master.procedure.TestMasterFailoverWithProcedures |
|   | org.apache.hadoop.hbase.TestClusterBootOrder |
|   | org.apache.hadoop.hbase.snapshot.TestMobSecureExportSnapshot |
|   | org.apache.hadoop.hbase.mapreduce.TestTableMapReduce |
|   | org.apache.hadoop.hbase.snapshot.TestSecureExportSnapshot |
|   | 
org.apache.hadoop.hbase.master.procedure.TestDeleteColumnFamilyProcedureFromClient
 |
|   | org.apache.hadoop.hbase.snapshot.TestMobExportSnapshot |
|   | org.apache.hadoop.hbase.snapshot.TestExportSnapshot |
|   | org.apache.hadoop.hbase.mapreduce.TestImportExport |
|   | org.apache.hadoop.hbase.mapreduce.TestMultiTableSnapshotInputFormat |
|   | org.apache.hadoop.hbase.mapreduce.TestMultithreadedTableMapper |
|   | org.apache.hadoop.hbase.mapreduce.TestTableSnapshotInputFormat |
|   | org.apache.hadoop.hbase.mapreduce.TestTableInputFormatScan1 |
|   | org.apache.hadoop.hbase.master.procedure.TestCloneSnapshotProcedure |
|   | org.apache.hadoop.hbase.mapreduce.TestImportTsv |
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|| Subsystem || Report/Notes ||
| Docker | Client=1.10.1 Server=1.10.1 Image:yetus/hbase:757bf37 |
| JIRA Patch URL | 
https://issues.apache.org/jira/secure/attachment/12870423/HBASE-17707-13.patch |
| JIRA Issue | HBASE-17707 |
| Optional Tests |  asflicense  javac  javadoc  unit  findbugs  hadoopcheck  
hbaseanti  checkstyle  compile  |
| uname | Linux 76a7c804c194 3.19.0-25-generic #26~14.04.1-Ubuntu SMP Fri Jul 
24 21:16:20 UTC 2015 x86_64 x86_64 x86_64 GNU/Linux |
| Build tool | maven |
| Personality | 
/home/jenkins/jenkins-slave/workspace/PreCommit-HBASE-Build/component/dev-support/hbase-personality.sh
 |
| git revision | master / 6846b03 |
| Default Java | 1.8.0_131 |
| findbugs | v3.0.0 |
| unit | 
https://builds.apache.org/job/PreCommit-HBASE-Build/7001/artifact/patchprocess/patch-unit-hbase-server.txt
 |
| unit test logs |  
https://builds.apache.org/job/PreCommit-HBASE-Build/7001/artifact/patchprocess/patch-unit-hbase-server.txt
 |
|  Test Results | 
https://builds.apache.org/job/PreCommit-HBASE-Build/7001/testReport/ |
| modules | C: hbase-server U: hbase-server |
| Console output | 
https://builds.apache.org/job/PreCommit-HBASE-Build/7001/console |
| Powered by | Apache Yetus 0.3.0   http://yetus.apache.org |


This message was automatically generated.



> New More Accurate Table Skew cost function/generator
> ----------------------------------------------------
>
>                 Key: HBASE-17707
>                 URL: https://issues.apache.org/jira/browse/HBASE-17707
>             Project: HBase
>          Issue Type: New Feature
>          Components: Balancer
>    Affects Versions: 1.2.0
>         Environment: CentOS Derivative with a derivative of the 3.18.43 
> kernel. HBase on CDH5.9.0 with some patches. HDFS CDH 5.9.0 with no patches.
>            Reporter: Kahlil Oppenheimer
>            Assignee: Kahlil Oppenheimer
>            Priority: Minor
>             Fix For: 2.0.0
>
>         Attachments: HBASE-17707-00.patch, HBASE-17707-01.patch, 
> HBASE-17707-02.patch, HBASE-17707-03.patch, HBASE-17707-04.patch, 
> HBASE-17707-05.patch, HBASE-17707-06.patch, HBASE-17707-07.patch, 
> HBASE-17707-08.patch, HBASE-17707-09.patch, HBASE-17707-11.patch, 
> HBASE-17707-11.patch, HBASE-17707-12.patch, HBASE-17707-13.patch, 
> test-balancer2-13617.out
>
>
> This patch includes new version of the TableSkewCostFunction and a new 
> TableSkewCandidateGenerator.
> The new TableSkewCostFunction computes table skew by counting the minimal 
> number of region moves required for a given table to perfectly balance the 
> table across the cluster (i.e. as if the regions from that table had been 
> round-robin-ed across the cluster). This number of moves is computer for each 
> table, then normalized to a score between 0-1 by dividing by the number of 
> moves required in the absolute worst case (i.e. the entire table is stored on 
> one server), and stored in an array. The cost function then takes a weighted 
> average of the average and maximum value across all tables. The weights in 
> this average are configurable to allow for certain users to more strongly 
> penalize situations where one table is skewed versus where every table is a 
> little bit skewed. To better spread this value more evenly across the range 
> 0-1, we take the square root of the weighted average to get the final value.
> The new TableSkewCandidateGenerator generates region moves/swaps to optimize 
> the above TableSkewCostFunction. It first simply tries to move regions until 
> each server has the right number of regions, then it swaps regions around 
> such that each region swap improves table skew across the cluster.
> We tested the cost function and generator in our production clusters with 
> 100s of TBs of data and 100s of tables across dozens of servers and found 
> both to be very performant and accurate.



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