数据库性能优化

A:索引的使用

--数据库的执行效率很大程度上取决余索引的建立,具体建索引原则,很多文章都有介绍,略.
--主要介绍一些用SQL语句建索引的方法,和维护索引的方法:

/*
建索引
*/
--建普通索引
create index 索引名称 on 表名(字段)
--建聚集索引
create clustered  index 索引名称 on 表名(字段)
--建非聚集索引
create NONCLUSTERED  index 索引名称 on 表名(字段)

/*
删除索引
*/
drop index 表名.索引名称

/*
使用索引
*/

情况1:
如果在 where 子句中使用参数,也会导致全表扫描。因为SQL只有在运行时才会解析局部变量,但优化程序不能将访问计划的选择推迟到运行时;它必须在编译时进行选择。然而,如果在编译时建立访问计划,变量的值还是未知的,因而无法作为索引选择的输入项。如下面语句将进行全表扫描:
select id from t where num=@num
可以改为强制查询使用索引:
select id from t with(index(索引名)) where num=@num

情况2:
使用索引查询:
select * from 表名(index =索引名)  where 索引字段=50100

B:连接查询没有子查询效率高

大量的左查询、连接效率没有子查询效率高!

--案例一:
存储过程如下:
CREATE     PROCEDURE  P_TEST @Date  INT
AS
SELECT
 F2_A001,
 F15_A001,
 SplitStyle = F11_A074, 
 [Schema] = Isnull('规则一' + Convert(varchar(100), SongGu) + '单位一; ', '')
          + Isnull('规则二+ Convert(varchar(100), XianJin) + '单位二; ', '')
          + Isnull('规则三 + Convert(varchar(100), SuoGu / 10.0) + '单位三; ', '')
          + Isnull('规则四+ Convert(varchar(100), RenGou) + '单位四; ', '')
          + Isnull('规则六+ Convert(varchar(100), RenGu) + '单位五; ', '')
          + Isnull('规则七' + Convert(varchar(100), ZhiGongGu) + '单位六; ', '')
          + Isnull('规则八' + Convert(varchar(100), GFenHong) + '单位七; ', '')
          + Isnull('规则九' + Convert(varchar(100), GSongGu) + '单位八; ', '')
FROM (
 SELECT DISTINCT A.F2_A001, A.F15_A001, F11_A074 = (SELECT TOP 1 F11_A074 FROM A_074 C WHERE F1_A074 = B.F1_A074 AND F18_A074 / 100 = B.F18_A074 / 100 ORDER BY  F18_A074 DESC),
 SongGu    = ISNULL(ISNULL(A1.F14_A075,A3.F14_A075),A2.F14_A075), 
 XianJin   = ISNULL(ISNULL(B1.F14_A075,B3.F14_A075),B2.F14_A075), 
 SuoGu     = ISNULL(ISNULL(I1.F25_A075,I3.F25_A075),I2.F25_A075), 
 RenGou    = ISNULL(ISNULL(C1.F25_A075,C3.F25_A075),C2.F25_A075), 
 RenGu     = ISNULL(ISNULL(D1.F25_A075,D3.F25_A075),D2.F25_A075), 
 ZhiGongGu = ISNULL(ISNULL(J1.F14_A075,J3.F25_A075),J2.F25_A075), 
 GFenHong  = ISNULL(ISNULL(F1.F10_A075,F3.F25_A075),F2.F25_A075), 
 GSongGu   = ISNULL(ISNULL(G1.F14_A075,G3.F25_A075),G2.F25_A075)  
 from a_001 a INNER JOIN a_074 B
 ON A.OID_A001 = B.F1_A074 AND F18_A074/100= @Date
 left join A_075 A1 on A1.F1_A075=a.OID_A001 AND A1.F3_A075 = '4A1' 
 left join A_075 A3 on A3.F1_A075=a.OID_A001 AND A3.F3_A075 = '4A3'
 left join A_075 A2 on A2.F1_A075=a.OID_A001 AND A2.F3_A075 = '4A2'

 left join A_075 B1 on B1.F1_A075=a.OID_A001 AND B1.F3_A075 = '4B1' 
 left join A_075 B3 on B3.F1_A075=a.OID_A001 AND B3.F3_A075 = '4B3'
 left join A_075 B2 on B2.F1_A075=a.OID_A001 AND B2.F3_A075 = '4B2'

 left join A_075 I1 on I1.F1_A075=a.OID_A001 AND I1.F3_A075 = '4I1' 
 left join A_075 I3 on I3.F1_A075=a.OID_A001 AND I3.F3_A075 = '4I3'
 left join A_075 I2 on I2.F1_A075=a.OID_A001 AND I2.F3_A075 = '4I2'
       
 left join A_075 C1 on C1.F1_A075=a.OID_A001 AND C1.F3_A075 = '4C1' 
 left join A_075 C3 on C3.F1_A075=a.OID_A001 AND C3.F3_A075 = '4C3'
 left join A_075 C2 on C2.F1_A075=a.OID_A001 AND C2.F3_A075 = '4C2'

 left join A_075 D1 on D1.F1_A075=a.OID_A001 AND D1.F3_A075 = '4D1' 
 left join A_075 D3 on D3.F1_A075=a.OID_A001 AND D3.F3_A075 = '4D3'
 left join A_075 D2 on D2.F1_A075=a.OID_A001 AND D2.F3_A075 = '4D2'

 left join A_075 J1 on J1.F1_A075=a.OID_A001 AND J1.F3_A075 = '4J1' 
 left join A_075 J3 on J3.F1_A075=a.OID_A001 AND J3.F3_A075 = '4J3'
 left join A_075 J2 on J2.F1_A075=a.OID_A001 AND J2.F3_A075 = '4J2'

 left join A_075 F1 on F1.F1_A075=a.OID_A001 AND F1.F3_A075 = '4F1' 
 left join A_075 F3 on F3.F1_A075=a.OID_A001 AND F3.F3_A075 = '4F3'
 left join A_075 F2 on F2.F1_A075=a.OID_A001 AND F2.F3_A075 = '4F2'

 left join A_075 G1 on G1.F1_A075=a.OID_A001 AND G1.F3_A075 = '4G1' 
 left join A_075 G3 on G3.F1_A075=a.OID_A001 AND G3.F3_A075 = '4G3'
 left join A_075 G2 on G2.F1_A075=a.OID_A001 AND G2.F3_A075 = '4G2'

) T

--数据量情况
select * from a_074
记录数:730
select * from a_001
记录数:2424
select * from a_075
记录数:30028
--执行后,需要耗费时间为: 1分钟48秒,经常查询超时

分析消耗资源的点:
--1:从存储过程中可以看到,查询用到了很多左连接,左连接消耗了大量资源
--2:查询条件中用到变量,要导致全表扫描,消耗大量资源

--解决办法:
--1:把所有左连接更改为子查询
--2:把查询条件,强制指定索引

步骤:

A:改为子查询如下:

CREATE     PROCEDURE  P_TEST @Date  INT
AS
SELECT
 F2_A001,
 F15_A001,
 SplitStyle = F11_A074, 
 [Schema] = Isnull('规则一' + Convert(varchar(100), SongGu) + '单位一; ', '')
          + Isnull('规则二+ Convert(varchar(100), XianJin) + '单位二; ', '')
          + Isnull('规则三 + Convert(varchar(100), SuoGu / 10.0) + '单位三; ', '')
          + Isnull('规则四+ Convert(varchar(100), RenGou) + '单位四; ', '')
          + Isnull('规则六+ Convert(varchar(100), RenGu) + '单位五; ', '')
          + Isnull('规则七' + Convert(varchar(100), ZhiGongGu) + '单位六; ', '')
          + Isnull('规则八' + Convert(varchar(100), GFenHong) + '单位七; ', '')
          + Isnull('规则九' + Convert(varchar(100), GSongGu) + '单位八; ', '')
FROM (
 SELECT DISTINCT A.F2_A001, A.F15_A001, F11_A074 = (SELECT TOP 1 F11_A074 FROM A_074 C WHERE F1_A074 = B.F1_A074 AND F18_A074 / 100 = B.F18_A074 / 100 ORDER BY  F18_A074 DESC),
 SongGu    = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A2')),
 XianJin   = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B2')),
 SuoGu     = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I2')),
 RenGou    = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C2')),
 RenGu     = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D2')),
 ZhiGongGu = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J2')),
 GFenHong  = ISNULL(ISNULL((SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F1'), (SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F3')), (SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F2')),
 GSongGu   = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G2'))
 from a_001 a INNER JOIN a_074 B
 ON A.OID_A001 = B.F1_A074 AND F18_A074/100= @SEQ
) T

B:建索引
1:为表a_074 建聚集索引
create clustered  index Index_a_074_F18_A074 on a_074(F18_A074)
2:为表A_075建非聚集索引
create NONCLUSTERED  index Index_A_075_F3_A075 on A_075(F3_A075)

强制在查询条件使用索引后的存储过程如下:

CREATE     PROCEDURE  P_TEST @Date  INT
AS
SELECT
 F2_A001,
 F15_A001,
 SplitStyle = F11_A074, 
 [Schema] = Isnull('规则一' + Convert(varchar(100), SongGu) + '单位一; ', '')
          + Isnull('规则二+ Convert(varchar(100), XianJin) + '单位二; ', '')
          + Isnull('规则三 + Convert(varchar(100), SuoGu / 10.0) + '单位三; ', '')
          + Isnull('规则四+ Convert(varchar(100), RenGou) + '单位四; ', '')
          + Isnull('规则六+ Convert(varchar(100), RenGu) + '单位五; ', '')
          + Isnull('规则七' + Convert(varchar(100), ZhiGongGu) + '单位六; ', '')
          + Isnull('规则八' + Convert(varchar(100), GFenHong) + '单位七; ', '')
          + Isnull('规则九' + Convert(varchar(100), GSongGu) + '单位八; ', '')
FROM (
 SELECT DISTINCT A.F2_A001, A.F15_A001, F11_A074 = (SELECT TOP 1 F11_A074 FROM A_074 C WHERE F1_A074 = B.F1_A074 AND F18_A074 / 100 = B.F18_A074 / 100 ORDER BY  F18_A074 DESC),
 SongGu    = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4A2')),
 XianJin   = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4B2')),
 SuoGu     = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4I2')),
 RenGou    = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4C2')),
 RenGu     = ISNULL(ISNULL((SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D1'), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D3')), (SELECT NULLIF(F25_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4D2')),
 ZhiGongGu = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4J2')),
 GFenHong  = ISNULL(ISNULL((SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F1'), (SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F3')), (SELECT NULLIF(F10_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4F2')),
 GSongGu   = ISNULL(ISNULL((SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G1'), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G3')), (SELECT NULLIF(F14_A075, 0.0) FROM A_075 WHERE F1_A075=a.OID_A001 AND F3_A075 = '4G2'))
 from a_001 a INNER JOIN a_074 B  with(index(Index_a_074_F18_A074))  --强制使用索引
 ON A.OID_A001 = B.F1_A074 AND F18_A074/100= @SEQ
) T

--执行结果: 小于<1S

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