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Posted to issues@hive.apache.org by "Hive QA (JIRA)" <ji...@apache.org> on 2018/10/01 10:09:02 UTC
[jira] [Commented] (HIVE-20660) Group by statistics estimation
could be improved by bounding the total number of rows to source table
[ https://issues.apache.org/jira/browse/HIVE-20660?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16633803#comment-16633803 ]
Hive QA commented on HIVE-20660:
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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} 0m 49s{color} | {color:blue} Maven dependency ordering for branch {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green} 7m 40s{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green} 1m 4s{color} | {color:green} master passed {color} |
| {color:green}+1{color} | {color:green} checkstyle {color} | {color:green} 0m 38s{color} | {color:green} master passed {color} |
| {color:blue}0{color} | {color:blue} findbugs {color} | {color:blue} 3m 58s{color} | {color:blue} ql in master has 2321 extant Findbugs warnings. {color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green} 0m 59s{color} | {color:green} master passed {color} |
|| || || || {color:brown} Patch Compile Tests {color} ||
| {color:blue}0{color} | {color:blue} mvndep {color} | {color:blue} 0m 10s{color} | {color:blue} Maven dependency ordering for patch {color} |
| {color:green}+1{color} | {color:green} mvninstall {color} | {color:green} 1m 30s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} compile {color} | {color:green} 1m 7s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javac {color} | {color:green} 1m 7s{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 8 new + 38 unchanged - 0 fixed = 46 total (was 38) {color} |
| {color:red}-1{color} | {color:red} whitespace {color} | {color:red} 0m 0s{color} | {color:red} The patch has 1 line(s) that end in whitespace. Use git apply --whitespace=fix <<patch_file>>. Refer https://git-scm.com/docs/git-apply {color} |
| {color:red}-1{color} | {color:red} whitespace {color} | {color:red} 0m 0s{color} | {color:red} The patch 1 line(s) with tabs. {color} |
| {color:green}+1{color} | {color:green} findbugs {color} | {color:green} 4m 15s{color} | {color:green} the patch passed {color} |
| {color:green}+1{color} | {color:green} javadoc {color} | {color:green} 1m 1s{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} 24m 32s{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 3.16.36-1+deb8u1 (2016-09-03) x86_64 GNU/Linux |
| Build tool | maven |
| Personality | /data/hiveptest/working/yetus_PreCommit-HIVE-Build-14153/dev-support/hive-personality.sh |
| git revision | master / 4570807 |
| Default Java | 1.8.0_111 |
| findbugs | v3.0.0 |
| checkstyle | http://104.198.109.242/logs//PreCommit-HIVE-Build-14153/yetus/diff-checkstyle-ql.txt |
| whitespace | http://104.198.109.242/logs//PreCommit-HIVE-Build-14153/yetus/whitespace-eol.txt |
| whitespace | http://104.198.109.242/logs//PreCommit-HIVE-Build-14153/yetus/whitespace-tabs.txt |
| modules | C: itests ql U: . |
| Console output | http://104.198.109.242/logs//PreCommit-HIVE-Build-14153/yetus.txt |
| Powered by | Apache Yetus http://yetus.apache.org |
This message was automatically generated.
> Group by statistics estimation could be improved by bounding the total number of rows to source table
> -----------------------------------------------------------------------------------------------------
>
> Key: HIVE-20660
> URL: https://issues.apache.org/jira/browse/HIVE-20660
> Project: Hive
> Issue Type: Improvement
> Components: Statistics
> Affects Versions: 4.0.0
> Reporter: Vineet Garg
> Assignee: Vineet Garg
> Priority: Major
> Attachments: HIVE-20660.1.patch
>
>
> Currently the stats for group by is estimated by taking product of NDVs of all the keys and bounding it by the number of rows of its input. This bound could be improved by using the source table instead of immediate input, the insight in this case is that cardinality/ndvs of a table can not go beyond the original (outer joins will only add NULLs thereby increasing the cardinality by 1).
> Note that the assumption here is that group by keys all belong to the same source table/input.
> This will improve the estimation in situations where group by is executed after joins wherein Hive could end up estimating the number of rows.
> *Reproducer*
> {code:sql}
> set hive.stats.fetch.column.stats=true;
> create table t1(i int, j int);
> alter table t1 update statistics set('numRows'='10000', 'rawDataSize'='18000');
> alter table t1 update statistics for column i set('numDVs'='2500','numNulls'='50','highValue'='1000','lowValue'='0');
> alter table t1 update statistics for column j set('numDVs'='500','numNulls'='30','highValue'='100','lowValue'='50');
> create table t2(i2 int, j2 int);
> alter table t2 update statistics set('numRows'='100000000', 'rawDataSize'='10000');
> alter table t2 update statistics for column i2 set('numDVs'='10000000','numNulls'='0','highValue'='8000','lowValue'='0');
> alter table t2 update statistics for column j2 set('numDVs'='10','numNulls'='0','highValue'='800','lowValue'='-1');
> explain select count (1) from t1,t2
> where t1.j=t2.i2
> group by t1.i, t1.j;
> {code}
> {code:sql}
> Reducer 2
> Reduce Operator Tree:
> Merge Join Operator
> condition map:
> Inner Join 0 to 1
> keys:
> 0 _col1 (type: int)
> 1 _col0 (type: int)
> outputColumnNames: _col0, _col1
> Statistics: Num rows: 99700 Data size: 797288 Basic stats: COMPLETE Column stats: COMPLETE
> Group By Operator
> aggregations: count()
> keys: _col0 (type: int), _col1 (type: int)
> mode: hash
> outputColumnNames: _col0, _col1, _col2
> Statistics: Num rows: 49850 Data size: 797448 Basic stats: COMPLETE Column stats: COMPLETE <==========
> Reduce Output Operator
> key expressions: _col0 (type: int), _col1 (type: int)
> sort order: ++
> Map-reduce partition columns: _col0 (type: int), _col1 (type: int)
> Statistics: Num rows: 49850 Data size: 797448 Basic stats: COMPLETE Column stats: COMPLETE
> value expressions: _col2 (type: bigint)
> .....................
> {code}
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