淺談MySQL中的子查詢優(yōu)化技巧

更新時(shí)間：2015年05月07日 17:24:05 作者：羅龍九

這篇文章主要介紹了淺談MySQL中的子查詢優(yōu)化技巧,子查詢的優(yōu)化是MySQL諸多優(yōu)化方法中的基本,需要的朋友可以參考下

mysql的子查詢的優(yōu)化一直不是很友好，一直有受業(yè)界批評(píng)比較多,也是我在sql優(yōu)化中遇到過(guò)最多的問(wèn)題之一，你可以點(diǎn)擊這里，這里來(lái)獲得一些信息，mysql在處理子查詢的時(shí)候，會(huì)將子查詢改寫,通常情況下，我們希望由內(nèi)到外，也就是先完成子查詢的結(jié)果，然后在用子查詢來(lái)驅(qū)動(dòng)外查詢的表，完成查詢，但是恰恰相反，子查詢不會(huì)先被執(zhí)行；今天希望通過(guò)介紹一些實(shí)際的案例來(lái)加深對(duì)mysql子查詢的理解：

案例：用戶反饋數(shù)據(jù)庫(kù)響應(yīng)較慢，許多業(yè)務(wù)動(dòng)更新被卡?。坏卿浀綌?shù)據(jù)庫(kù)中觀察，發(fā)現(xiàn)長(zhǎng)時(shí)間執(zhí)行的sql；

| 10437 | usr0321t9m9 | 10.242.232.50:51201 | oms | Execute | 1179 | Sending

Sql為：

select tradedto0_.* from a1 tradedto0_ where tradedto0_.tradestatus='1'
and (tradedto0_.tradeoid in (select orderdto1_.tradeoid from a2 orderdto1_ where
orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')) and tradedto0_.undefine4='1'
and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;

2.其他表的更新被阻塞：

update a1 set tradesign='DAB67634-795C-4EAC-B4A0-78F0D531D62F',
markColor=' #CD5555', memotime='2012-09- 22', markPerson='??' where tradeoid in ('gy2012092204495100032') ；

為了盡快恢復(fù)應(yīng)用，將其長(zhǎng)時(shí)間執(zhí)行的sql kill掉后，應(yīng)用恢復(fù)正常;
3.分析執(zhí)行計(jì)劃:

db@3306 ：explain select tradedto0_.* from a1 tradedto0_ where tradedto0_.tradestatus='1' and (tradedto0_.tradeoid in (select orderdto1_.tradeoid
from a2 orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')) and tradedto0_.undefine4='1' and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;
+----+--------------------+------------+------+---------------+------+---------+------+-------+-----
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+------------+------+---------------+------+---------+------+-------+-----
| 1 | PRIMARY | tradedto0_ | ALL | NULL | NULL | NULL | NULL | 27454 | Using where; Using filesort |
| 2 | DEPENDENT SUBQUERY | orderdto1_ | ALL | NULL | NULL | NULL | NULL | 40998 | Using where |
+----+--------------------+------------+------+---------------+------+---------+------+-------+-----

從執(zhí)行計(jì)劃上，我們開始一步一步地進(jìn)行優(yōu)化：
首先，我們看看執(zhí)行計(jì)劃的第二行，也就是子查詢的那部分，orderdto1_進(jìn)行了全表的掃描，我們看看能不能添加適當(dāng)?shù)乃饕?br /> A.使用覆蓋索引:

db@3306：alter table a2 add index ind_a2(proname,procode,tradeoid);
ERROR 1071 (42000): Specified key was too long; max key length is 1000 bytes

添加組合索引超過(guò)了最大key length限制：
B．查看該表的字段定義：

 db@3306 ：DESC a2 ;
+---------------------+---------------+------+-----+---------+-------+
| FIELD        | TYPE     | NULL | KEY | DEFAULT | Extra |
+---------------------+---------------+------+-----+---------+-------+
| OID         | VARCHAR(50)  | NO  | PRI | NULL  |    |
| TRADEOID      | VARCHAR(50)  | YES |   | NULL  |    |
| PROCODE       | VARCHAR(50)  | YES |   | NULL  |    |
| PRONAME       | VARCHAR(1000) | YES |   | NULL  |    |
| SPCTNCODE      | VARCHAR(200) | YES |   | NULL  |    |

C．查看表字段的平均長(zhǎng)度：

db@3306 ：SELECT MAX(LENGTH(PRONAME)),avg(LENGTH(PRONAME)) FROM a2;
+----------------------+----------------------+
| MAX(LENGTH(PRONAME)) | avg(LENGTH(PRONAME)) |
+----------------------+----------------------+
|  95       |    24.5588 |

D．縮小字段長(zhǎng)度

ALTER TABLE MODIFY COLUMN PRONAME VARCHAR(156);

再進(jìn)行執(zhí)行計(jì)劃分析：

db@3306 ：explain select tradedto0_.* from a1 tradedto0_ where tradedto0_.tradestatus='1' and (tradedto0_.tradeoid in (select orderdto1_.tradeoid from a2 orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')) and tradedto0_.undefine4='1' and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;
+----+--------------------+------------+-------+-----------------+----------------------+---------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+--------------------+------------+-------+-----------------+----------------------+---------+
| 1 | PRIMARY | tradedto0_ | ref | ind_tradestatus | ind_tradestatus | 345 | const,const,const,const | 8962 | Using where; Using filesort |
| 2 | DEPENDENT SUBQUERY | orderdto1_ | index | NULL | ind_a2 | 777 | NULL | 41005 | Using where; Using index |
+----+--------------------+------------+-------+-----------------+----------------------+---------+

發(fā)現(xiàn)性能還是上不去，關(guān)鍵在兩個(gè)表掃描的行數(shù)并沒(méi)有減?。?962*41005），上面添加的索引沒(méi)有太大的效果，現(xiàn)在查看t表的執(zhí)行結(jié)果：

db@3306 ：select orderdto1_.tradeoid from t orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%';
Empty set (0.05 sec)

結(jié)果集為空，所以需要將t表的結(jié)果集做作為驅(qū)動(dòng)表；
4．通過(guò)上面測(cè)試驗(yàn)證，普通的mysql子查詢寫法性能上是很差的，為mysql的子查詢天然的弱點(diǎn)，需要將sql進(jìn)行改寫為關(guān)聯(lián)的寫法：

select tradedto0_.* from a1 tradedto0_ ,(select orderdto1_.tradeoid from a2 orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')t2 where tradedto0_.tradestatus='1' and (tradedto0_.tradeoid=t2.tradeoid ) and tradedto0_.undefine4='1' and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;

5.查看執(zhí)行計(jì)劃：

db@3306 ：explain select tradedto0_.* from a1 tradedto0_ ,(select orderdto1_.tradeoid from a2 orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')t2 where tradedto0_.tradestatus='1' and (tradedto0_.tradeoid=t2.tradeoid ) and tradedto0_.undefine4='1' and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;
+----+-------------+------------+-------+---------------+----------------------+---------+------+
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
+----+-------------+------------+-------+---------------+----------------------+---------+------+
| 1 | PRIMARY | NULL | NULL | NULL | NULL | NULL | NULL | NULL | Impossible WHERE noticed after reading const tables |
| 2 | DERIVED | orderdto1_ | index | NULL | ind_a2 | 777 | NULL | 41005 | Using where; Using index |
+----+-------------+------------+-------+---------------+----------------------+---------+------+

6.執(zhí)行時(shí)間：

db@3306 ：select tradedto0_.* from a1 tradedto0_ ,(select orderdto1_.tradeoid from a2 orderdto1_ where orderdto1_.proname like '%??%' or orderdto1_.procode like '%??%')t2 where tradedto0_.tradestatus='1' and (tradedto0_.tradeoid=t2.tradeoid ) and tradedto0_.undefine4='1' and tradedto0_.invoicetype='1' and tradedto0_.tradestep='0' and (tradedto0_.orderCompany like '0002%') order by tradedto0_.tradesign ASC, tradedto0_.makertime desc limit 15;
Empty set (0.03 sec)

縮短到了毫秒；

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