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https://issues.apache.org/jira/browse/HIVE-23133?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17105369#comment-17105369
 ] 

Hive QA commented on HIVE-23133:
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| (x) *{color:red}-1 overall{color}* |
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|| Vote || Subsystem || Runtime || Comment ||
|| || || || {color:brown} Prechecks {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:brown} master Compile Tests {color} ||
| {color:blue}0{color} | {color:blue} mvndep {color} | {color:blue}  1m 
53s{color} | {color:blue} Maven dependency ordering for branch {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green}  8m 
17s{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green}  1m 
31s{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} checkstyle {color} | {color:green}  1m 
 9s{color} | {color:green} master passed {color} |
| {color:blue}0{color} | {color:blue} findbugs {color} | {color:blue}  0m 
33s{color} | {color:blue} common in master has 63 extant Findbugs warnings. 
{color} |
| {color:blue}0{color} | {color:blue} findbugs {color} | {color:blue}  3m 
45s{color} | {color:blue} ql in master has 1527 extant Findbugs warnings. 
{color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green}  1m 
18s{color} | {color:green} master passed {color} |
|| || || || {color:brown} Patch Compile Tests {color} ||
| {color:blue}0{color} | {color:blue} mvndep {color} | {color:blue}  0m 
29s{color} | {color:blue} Maven dependency ordering for patch {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green}  1m 
55s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green}  1m 
28s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javac {color} | {color:green}  1m 
28s{color} | {color:green} the patch passed {color} |
| {color:red}-1{color} | {color:red} checkstyle {color} | {color:red}  0m 
39s{color} | {color:red} ql: The patch generated 2 new + 2 unchanged - 0 fixed 
= 4 total (was 2) {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} findbugs {color} | {color:green}  4m 
32s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green}  1m 
16s{color} | {color:green} the patch passed {color} |
|| || || || {color:brown} Other Tests {color} ||
| {color:green}+1{color} | {color:green} asflicense {color} | {color:green}  0m 
14s{color} | {color:green} The patch does not generate ASF License warnings. 
{color} |
| {color:black}{color} | {color:black} {color} | {color:black} 30m 18s{color} | 
{color:black} {color} |
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|| Subsystem || Report/Notes ||
| Optional Tests |  asflicense  javac  javadoc  findbugs  checkstyle  compile  |
| uname | Linux hiveptest-server-upstream 3.16.0-4-amd64 #1 SMP Debian 
3.16.43-2+deb8u5 (2017-09-19) x86_64 GNU/Linux |
| Build tool | maven |
| Personality | 
/data/hiveptest/working/yetus_PreCommit-HIVE-Build-22283/dev-support/hive-personality.sh
 |
| git revision | master / 8bfdd18 |
| Default Java | 1.8.0_111 |
| findbugs | v3.0.1 |
| checkstyle | 
http://104.198.109.242/logs//PreCommit-HIVE-Build-22283/yetus/diff-checkstyle-ql.txt
 |
| modules | C: common vector-code-gen ql U: . |
| Console output | 
http://104.198.109.242/logs//PreCommit-HIVE-Build-22283/yetus.txt |
| Powered by | Apache Yetus    http://yetus.apache.org |


This message was automatically generated.



> Numeric operations can have different result across hardware archs
> ------------------------------------------------------------------
>
>                 Key: HIVE-23133
>                 URL: https://issues.apache.org/jira/browse/HIVE-23133
>             Project: Hive
>          Issue Type: Sub-task
>            Reporter: Zhenyu Zheng
>            Assignee: Zhenyu Zheng
>            Priority: Major
>         Attachments: HIVE-23133.1.patch, HIVE-23133.2.patch, 
> HIVE-23133.3.patch, HIVE-23133.4.patch, HIVE-23133.5.patch
>
>
> Currently, we have set up an ARM CI to test out how Hive works on ARM 
> platform:
> [https://builds.apache.org/view/H-L/view/Hive/job/Hive-linux-ARM-trunk/]
> Among the failures, we have observed that some numeric operations can have 
> different result across hardware archs, such as:
> [https://builds.apache.org/view/H-L/view/Hive/job/Hive-linux-ARM-trunk/25/testReport/org.apache.hadoop.hive.cli/TestCliDriver/testCliDriver_vector_decimal_udf2_/]
> [https://builds.apache.org/view/H-L/view/Hive/job/Hive-linux-ARM-trunk/25/testReport/org.apache.hadoop.hive.cli/TestSparkCliDriver/testCliDriver_subquery_select_/]
> [https://builds.apache.org/view/H-L/view/Hive/job/Hive-linux-ARM-trunk/25/testReport/org.apache.hadoop.hive.cli/TestSparkCliDriver/testCliDriver_vectorized_math_funcs_/]
> we can see that the calculation results of log, exp, cos, toRadians etc is 
> slitly different than the .out file results that we are
> comparing(they are tested and wrote on X86 machines), this is because of we 
> use [Math 
> Library|https://docs.oracle.com/javase/6/docs/api/java/lang/Math.html] for 
> these kind of calculations.
> and according to the 
> [illustration|https://docs.oracle.com/javase/6/docs/api/java/lang/Math.html]:
> _Unlike some of the numeric methods of class StrictMath, all implementations 
> of the equivalent functions of class Math are not_
> _defined to return the bit-for-bit same results. This relaxation permits 
> better-performing implementations where strict reproducibility_
> _is not required._
> _By default many of the Math methods simply call the equivalent method in 
> StrictMath for their implementation._
> _Code generators are encouraged to use platform-specific native libraries or 
> microprocessor instructions, where available,_
> _to provide higher-performance implementations of Math methods._
> so the result will have difference across hardware archs.
> On the other hand, JAVA provided another library 
> [StrictMath|https://docs.oracle.com/javase/6/docs/api/java/lang/StrictMath.html]
>  that will not have this kind of problem as according to its' 
> [reference|https://docs.oracle.com/javase/6/docs/api/java/lang/StrictMath.html]:
> _To help ensure portability of Java programs, the definitions of some of the 
> numeric functions in this package require that they produce_
> _the same results as certain published algorithms._
> So in order to fix the above mentioned problem, we have to consider switch to 
> use StrictMath instead of Math.
>  
>  
>  



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