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一条统计GroupBy语句优化

时间:2021-07-01 10:21:17 帮助过:30人阅读

在检查慢SQL时,发现一条统计SQL执行过慢,如下:原SQLSELECTplatform,channel,COUNT(DISTINCT(platformUserId))ascntFROM(SELECTplatform,channel,platformUser

在检查慢SQL时,,发现一条统计SQL执行过慢,如下:


原SQL

SELECT platform, channel, COUNT(DISTINCT(platformUserId)) as cnt FROM(

SELECT platform, channel, platformUserId, MIN(insertTimestamp) as rtime

FROM tsz_user

GROUP BY platform, channel, platformUserId

) a where a.rtime >= 1392393600 and a.rtime < 1392480000

GROUP BY platform, channel;

执行时间:

wKioL1MBhMvhzpS9AAaAfFwXDUs635.jpg

耗时2分33秒


优化后SQL

SELECT platform, channel, COUNT(DISTINCT(platformUserId)) as cnt FROM(

SELECT platform, channel, platformUserId, MIN(insertTimestamp) as rtime

FROM tsz_user

GROUP BY platform, channel, platformUserId order by null

) a where a.rtime >= 1392393600 and a.rtime < 1392480000

GROUP BY platform, channel order by null;


执行时间:

wKioL1MBhO-hysWyAAafG9IVFSM971.jpg

耗时55.22秒


执行计划:

wKioL1MBioPDXmVoAAQCe6tCaA4446.jpg


结论:

默认情况下,MySQL对所有GROUP BY col1,col2...的字段进行排序。如果查询包括GROUP BY,想要避免排序结果的消耗,则可以指定ORDER By NULL禁止排序。


参考手册:

wKioL1MBhTyynTKDAANBygQJ12k373.jpg




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