使用反连接模式的查询有时是最有效的:
SELECT u.uid
, u.name
FROM users u
LEFT
JOIN users_roles r
ON r.uid = u.uid
AND r.rid IN (2,3)
WHERE r.uid IS NULL
反连接模式是执行 LEFT [outer] JOINuser_roles
表以拉回所有匹配的行,并从中获取users
没有匹配行的行。“技巧”是在 WHERE 子句中使用谓词排除所有匹配的行,该谓词从用户中消除所有匹配的行。
使用 NOT EXISTS 相关子查询可以获得等效的结果集:
SELECT u.uid
, u.name
FROM users u
WHERE NOT EXISTS
( SELECT 1
FROM users_roles r
WHERE r.uid = u.uid
AND r.rid IN (2,3)
)
另一种方法是使用 a NOT IN
,尽管有时效率较低。性能取决于许多因素。优化器可以为每个查询生成不同的执行计划。
无论如何,为了获得最佳性能,您需要一个 index ...ON users_roles (uid)
或ON users_roles (uid,rid)
.
跟进:
在我的 MySQL 5.1.34 服务器上进行的性能测试表明,反连接查询的速度几乎是等效的 NOT EXISTS 和 NOT IN 查询的两倍。(1.091 秒对比 2.066 秒和 2.020 秒)
-- setup and populate test tables
CREATE TABLE t_users
( uid INT UNSIGNED NOT NULL PRIMARY KEY
, `name` VARCHAR(50)
) ENGINE=INNODB DEFAULT CHARSET=latin1 ;
CREATE TABLE t_users_roles
( uid INT UNSIGNED NOT NULL
, rid INT UNSIGNED NOT NULL
, PRIMARY KEY (uid,rid)
) ENGINE=INNODB DEFAULT CHARSET=latin1;
ALTER TABLE t_users_roles ADD CONSTRAINT FK_t_users_roles_t_users FOREIGN KEY (uid) REFERENCES t_users (uid);
CREATE INDEX t_users_ix1 ON t_users (uid,`name`);
CREATE INDEX t_users_roles_ix1 ON t_users_roles (rid,uid);
INSERT INTO t_users (uid,`name`)
SELECT d.d*100000+e.d*10000+u.d*1000+h.d*100+t.d*10+o.d+1 AS uid
, CONCAT('NAME',LPAD(d.d*100000+e.d*10000+u.d*1000+h.d*100+t.d*10+o.d+1,8,'-')) AS `name`
FROM (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) o
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) t
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) h
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) u
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) e
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) d
;
-- 1000000 row(s) affected.
INSERT INTO t_users_roles (uid,rid)
SELECT d.d*100000+e.d*10000+u.d*1000+h.d*100+t.d*10+o.d+1 AS uid
, r.rid
FROM (SELECT 1 AS rid UNION ALL SELECT 2 UNION ALL SELECT 3) r
CROSS
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) o
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) t
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) h
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) u
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) e
JOIN (SELECT 0 AS d UNION ALL SELECT 1 UNION ALL SELECT 2 UNION ALL SELECT 3 UNION ALL SELECT 4 UNION ALL SELECT 5 UNION ALL SELECT 6 UNION ALL SELECT 7 UNION ALL SELECT 8 UNION ALL SELECT 9) d
WHERE (d.d*100000+e.d*10000+u.d*1000+h.d*100+t.d*10+o.d+1) % 100000 <> 0
;
-- 2999970 row(s) affected
OPTIMIZE TABLE t_users;
OPTIMIZE TABLE t_users_roles;
SHOW STATUS LIKE 'Qcache_hits' ;
-- Variable_name Value
-- ------------- ---------
-- Qcache_hits 1117342
SHOW VARIABLES LIKE 'version' ;
-- Variable_name Value
-- ------------- ------------
-- version 5.1.53-log
-- table size from the file system
$ du -sh DATA/test/t_users*.ibd
72M DATA/test/t_users.ibd
133M DATA/test/t_users_roles.ibd
-- anti-join query
SELECT SQL_NO_CACHE u.uid
, u.name
FROM t_users u
LEFT
JOIN t_users_roles r
ON r.uid = u.uid
AND r.rid IN (2,3)
WHERE r.uid IS NULL ;
-- Exec: 1.095 sec
-- Exec: 1.090 sec
-- Exec: 1.091 sec
-- Exec: 1.087 sec
-- Exec: 1.090 sec
-- avg 5 executions: 1.091 sec
-- not exists query
SELECT SQL_NO_CACHE u.uid
, u.name
FROM t_users u
WHERE NOT EXISTS
( SELECT 1
FROM t_users_roles r
WHERE r.uid = u.uid
AND r.rid IN (2,3)
) ;
-- Exec: 2.071 sec
-- Exec: 2.066 sec
-- Exec: 2.059 sec
-- Exec: 2.065 sec
-- Exec: 2.070 sec
-- avg 5 executions: 2.066 sec
-- not in query
SELECT SQL_NO_CACHE u.uid
, u.name
FROM t_users u
WHERE u.uid NOT IN
( SELECT r.uid
FROM t_users_roles r
WHERE r.uid IS NOT NULL
AND r.rid IN (2,3)
) ;
-- Exec: 2.022 sec
-- Exec: 2.023 sec
-- Exec: 2.014 sec
-- Exec: 2.026 sec
-- Exec: 2.016 sec
-- avg 5 executions: 2.020 sec
SHOW STATUS LIKE 'Qcache_hits' ;
-- Variable_name Value
-- ------------- ---------
-- Qcache_hits 1117342
EXPLAIN output for three statements:
-- ANTI JOIN
id select_type table type possible_keys key key_len ref rows filtered Extra
-- ------------------ ------ -------------- ------------------------- ----------- ------- ----- ------- -------- ------------------------------------
1 SIMPLE u index t_users_ix1 57 1000423 100.00 Using index
1 SIMPLE r ref PRIMARY,t_users_roles_ix1 PRIMARY 4 u.uid 1 100.00 Using where; Using index; Not exists
-- NOT EXISTS
id select_type table type possible_keys key key_len ref rows filtered Extra
-- ------------------ ------ -------------- ------------------------- ----------- ------- ----- ------- -------- --------------------------
1 PRIMARY u index t_users_ix1 57 1000423 100.00 Using where; Using index
2 DEPENDENT SUBQUERY r ref PRIMARY,t_users_roles_ix1 PRIMARY 4 u.uid 1 100.00 Using where; Using index
-- NOT IN
id select_type table type possible_keys key key_len ref rows filtered Extra
-- ------------------ ------ -------------- ------------------------- ----------- ------- ------ ------- -------- --------------------------
1 PRIMARY u index t_users_ix1 57 1000423 100.00 Using where; Using index
2 DEPENDENT SUBQUERY r index_subquery PRIMARY,t_users_roles_ix1 PRIMARY 4 func 1 100.00 Using index; Using where