MySQL SQL优化方法是什么
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slowlog里查到一条sql执行了10秒钟以上
#Time:2017-03-02T18:41:50.201376+08:00
#User@Host:oms_readonly[oms_readonly]@[10.xx.xx.xx]Id: 54124620
# Query_time: 11.005894 Lock_time: 0.000223 Rows_sent: 20 Rows_examined: 1838114
SETtimestamp=1488451310;
select*fromcustomerswhere`type`=1AND`status`<7AND`isarea`=6AND`into_time`>='2016-12-01'AND`into_time`<='2017-01-02 23:59:59'order by score desc limit 40,20;
查看执行计划
mysql>explainselect*fromcustomerswhere`type`=1AND`status`<7AND`isarea`=6AND`into_time`>='2016-12-01'AND`into_time`<='2017-01-02 23:59:59'order by score desc limit 40,20;
+----+-------------+-----------+------------+-------+-----------------------------------------------------------------+-------+---------+------+------+----------+-------------+
|id|select_type|table|partitions|type|possible_keys|key|key_len|ref|rows|filtered|Extra|
+----+-------------+-----------+------------+-------+-----------------------------------------------------------------+-------+---------+------+------+----------+-------------+
|1|SIMPLE|customers|NULL|index|type,into_time,isarea,status,idx_isarea_renew_owner,type_status|score|2|NULL|603|0.21|Usingwhere|
+----+-------------+-----------+------------+-------+-----------------------------------------------------------------+-------+---------+------+------+----------+-------------+
1 rowinset,1 warning(0.00 sec)
看下列的选择性,很明显isarea列的选择性更好
mysql>selectcount(*)fromcustomerswhere`type`=1;
+----------+
|count(*)|
+----------+
|2373175|
+----------+
1 rowinset(1.53 sec)
mysql>selectcount(*)fromcustomerswhere`status`<7;
->;
+----------+
|count(*)|
+----------+
|2494232|
+----------+
1 rowinset(3.16 sec)
mysql>selectcount(*)fromcustomerswhere`isarea`=6;
+----------+
|count(*)|
+----------+
|135347|
+----------+
1 rowinset(0.15 sec)
mysql>selectcount(*)fromcustomerswhere`into_time`>='2016-12-01'AND`into_time`<='2017-01-02 23:59:59';
+----------+
|count(*)|
+----------+
|106158|
+----------+
1 rowinset(0.12 sec)
isarea有索引,强制用这个列的索引
mysql>explainselect*fromcustomers use index(isarea)where`type`=1AND`status`<7AND`isarea`=6AND`into_time`>='2016-12-01'AND`into_time`<='2017-01-02 23:59:59'order by score desc limit 40,20;
+----+-------------+-----------+------------+------+---------------+--------+---------+-------+--------+----------+----------------------------------------------------+
|id|select_type|table|partitions|type|possible_keys|key|key_len|ref|rows|filtered|Extra|
+----+-------------+-----------+------------+------+---------------+--------+---------+-------+--------+----------+----------------------------------------------------+
|1|SIMPLE|customers|NULL|ref|isarea|isarea|5|const|249438|1.85|Using index condition;Usingwhere;Using filesort|
+----+-------------+-----------+------------+------+---------------+--------+---------+-------+--------+----------+----------------------------------------------------+
1 rowinset,1 warning(0.00 sec)
优化前10几秒出结果,优化后0.5秒出结果。
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