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sql 分页 存储过程

2009-10-13 15:49 204 查看
大数据量分页存储过程效率测试附代码
在项目中,我们经常遇到或用到分页,那么在大数据量(百万级以上)下,哪种分页算法效率最优呢?我们不妨用事实说话。

测试环境

硬件:CPU 酷睿双核T5750 内存:2G

软件:Windows server 2003 + Sql server 2005

OK,我们首先创建一数据库:data_Test,并在此数据库中创建一表:tb_TestTable

1

create database data_Test --创建数据库data_Test
2

GO
3

use data_Test
4

GO
5

create table tb_TestTable --创建表
6

(
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id int identity(1,1) primary key,
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userName nvarchar(20) not null,
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userPWD nvarchar(20) not null,
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userEmail nvarchar(40) null
11

)
12

GO

然后我们在数据表中插入2000000条数据:

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--插入数据
2

set identity_insert tb_TestTable on
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declare @count int
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set @count=1
5

while @count<=2000000
6

begin
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insert into tb_TestTable(id,userName,userPWD,userEmail) values(@count,'admin','admin888','lli0077@yahoo.com.cn')
8

set @count=@count+1
9

end
10

set identity_insert tb_TestTable off

我首先写了五个常用存储过程:
1,利用select top 和select not in进行分页,具体代码如下:

1

create procedure proc_paged_with_notin --利用select top and select not in
2

(
3

@pageIndex int, --页索引
4

@pageSize int --每页记录数
5

)
6

as
7

begin
8

set nocount on;
9

declare @timediff datetime --耗时
10

declare @sql nvarchar(500)
11

select @timediff=Getdate()
12

set @sql='select top '+str(@pageSize)+' * from tb_TestTable where(ID not in(select top '+str(@pageSize*@pageIndex)+' id from tb_TestTable order by ID ASC)) order by ID'
13

execute(@sql) --因select top后不支技直接接参数,所以写成了字符串@sql
14

select datediff(ms,@timediff,GetDate()) as 耗时
15

set nocount off;
16

end

2,利用select top 和 select max(列键)

1

create procedure proc_paged_with_selectMax --利用select top and select max(列)
2

(
3

@pageIndex int, --页索引
4

@pageSize int --页记录数
5

)
6

as
7

begin
8

set nocount on;
9

declare @timediff datetime
10

declare @sql nvarchar(500)
11

select @timediff=Getdate()
12

set @sql='select top '+str(@pageSize)+' * From tb_TestTable where(ID>(select max(id) From (select top '+str(@pageSize*@pageIndex)+' id From tb_TestTable order by ID) as TempTable)) order by ID'
13

execute(@sql)
14

select datediff(ms,@timediff,GetDate()) as 耗时
15

set nocount off;
16

end

3,利用select top和中间变量--此方法因网上有人说效果最佳,所以贴出来一同测试

1

create procedure proc_paged_with_Midvar --利用ID>最大ID值和中间变量
2

(
3

@pageIndex int,
4

@pageSize int
5

)
6

as
7

declare @count int
8

declare @ID int
9

declare @timediff datetime
10

declare @sql nvarchar(500)
11

begin
12

set nocount on;
13

select @count=0,@ID=0,@timediff=getdate()
14

select @count=@count+1,@ID=case when @count<=@pageSize*@pageIndex then ID else @ID end from tb_testTable order by id
15

set @sql='select top '+str(@pageSize)+' * from tb_testTable where ID>'+str(@ID)
16

execute(@sql)
17

select datediff(ms,@timediff,getdate()) as 耗时
18

set nocount off;
19

end
20


4,利用Row_number() 此方法为SQL server 2005中新的方法,利用Row_number()给数据行加上索引

1

create procedure proc_paged_with_Rownumber --利用SQL 2005中的Row_number()
2

(
3

@pageIndex int,
4

@pageSize int
5

)
6

as
7

declare @timediff datetime
8

begin
9

set nocount on;
10

select @timediff=getdate()
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select * from (select *,Row_number() over(order by ID asc) as IDRank from tb_testTable) as IDWithRowNumber where IDRank>@pageSize*@pageIndex and IDRank<@pageSize*(@pageIndex+1)
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select datediff(ms,@timediff,getdate()) as 耗时
13

set nocount off;
14

end
15


5,利用临时表及Row_number

1

create procedure proc_CTE --利用临时表及Row_number
2

(
3

@pageIndex int, --页索引
4

@pageSize int --页记录数
5

)
6

as
7

set nocount on;
8

declare @ctestr nvarchar(400)
9

declare @strSql nvarchar(400)
10

declare @datediff datetime
11

begin
12

select @datediff=GetDate()
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set @ctestr='with Table_CTE as
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(select ceiling((Row_number() over(order by ID ASC))/'+str(@pageSize)+') as page_num,* from tb_TestTable)';
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set @strSql=@ctestr+' select * From Table_CTE where page_num='+str(@pageIndex)
16

end
17

begin
18

execute sp_executesql @strSql
19

select datediff(ms,@datediff,GetDate())
20

set nocount off;
21

end
22


OK,至此,存储过程创建完毕,我们分别在每页10条数据的情况下在第2页,第1000页,第10000页,第100000页,第199999页进行测试,耗时单位:ms 每页测试5次取其平均值

存过第2页耗时第1000页耗时第10000页耗时第100000页耗时第199999页耗时效率排行
1用not in0ms16ms47ms475ms953ms3
2用select max5ms16ms35ms325ms623ms1
3中间变量966ms970ms960ms945ms933ms5
4row_number0ms0ms34ms365ms710ms2
4临时表780ms796ms798ms780ms805ms4
测试结果显示:select max >row_number>not in>临时表>中间变量

于是我对效率最高的select max方法用2分法进行了扩展,代码取自互联网,我修改了ASC排序时取不到值的BUG,测试结果:

2分法156ms156ms180ms470ms156ms1*
从测试结果来看,使用2分法确实可以提高效率并使效率更为稳定,我又增加了第159999页的测试,用时仅296ms,效果相当的不错!

下面是2分法使用select max的代码,已相当完善。

1

--/*-----存储过程 分页处理 孙伟 2005-03-28创建 -------*/
2

--/*-----存储过程 分页处理 浪尘 2008-9-1修改----------*/
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--/*----- 对数据进行了2分处理使查询前半部分数据与查询后半部分数据性能相同 -------*/
4


5

alter PROCEDURE proc_paged_2part_selectMax
6

(
7

@tblName nvarchar(200), ----要显示的表或多个表的连接
8

@fldName nvarchar(500) = '*', ----要显示的字段列表
9

@pageSize int = 10, ----每页显示的记录个数
10

@page int = 1, ----要显示那一页的记录
11

@fldSort nvarchar(200) = null, ----排序字段列表或条件
12

@Sort bit = 0, ----排序方法,0为升序,1为降序(如果是多字段排列Sort指代最后一个排序字段的排列顺序(最后一个排序字段不加排序标记)--程序传参如:' SortA Asc,SortB Desc,SortC ')
13

@strCondition nvarchar(1000) = null, ----查询条件,不需where
14

@ID nvarchar(150), ----主表的主键
15

@Dist bit = 0, ----是否添加查询字段的 DISTINCT 默认0不添加/1添加
16

@pageCount int = 1 output, ----查询结果分页后的总页数
17

@Counts int = 1 output ----查询到的记录数
18

)
19

AS
20

SET NOCOUNT ON
21

Declare @sqlTmp nvarchar(1000) ----存放动态生成的SQL语句
22

Declare @strTmp nvarchar(1000) ----存放取得查询结果总数的查询语句
23

Declare @strID nvarchar(1000) ----存放取得查询开头或结尾ID的查询语句
24


25

Declare @strSortType nvarchar(10) ----数据排序规则A
26

Declare @strFSortType nvarchar(10) ----数据排序规则B
27


28

Declare @SqlSelect nvarchar(50) ----对含有DISTINCT的查询进行SQL构造
29

Declare @SqlCounts nvarchar(50) ----对含有DISTINCT的总数查询进行SQL构造
30


31

declare @timediff datetime --耗时测试时间差
32

select @timediff=getdate()
33


34

if @Dist = 0
35

begin
36

set @SqlSelect = 'select '
37

set @SqlCounts = 'Count(*)'
38

end
39

else
40

begin
41

set @SqlSelect = 'select distinct '
42

set @SqlCounts = 'Count(DISTINCT '+@ID+')'
43

end
44


45


46

if @Sort=0
47

begin
48

set @strFSortType=' ASC '
49

set @strSortType=' DESC '
50

end
51

else
52

begin
53

set @strFSortType=' DESC '
54

set @strSortType=' ASC '
55

end
56


57


58


59

--------生成查询语句--------
60

--此处@strTmp为取得查询结果数量的语句
61

if @strCondition is null or @strCondition='' --没有设置显示条件
62

begin
63

set @sqlTmp = @fldName + ' From ' + @tblName
64

set @strTmp = @SqlSelect+' @Counts='+@SqlCounts+' FROM '+@tblName
65

set @strID = ' From ' + @tblName
66

end
67

else
68

begin
69

set @sqlTmp = + @fldName + 'From ' + @tblName + ' where (1>0) ' + @strCondition
70

set @strTmp = @SqlSelect+' @Counts='+@SqlCounts+' FROM '+@tblName + ' where (1>0) ' + @strCondition
71

set @strID = ' From ' + @tblName + ' where (1>0) ' + @strCondition
72

end
73


74

----取得查询结果总数量-----
75

exec sp_executesql @strTmp,N'@Counts int out ',@Counts out
76

declare @tmpCounts int
77

if @Counts = 0
78

set @tmpCounts = 1
79

else
80

set @tmpCounts = @Counts
81


82

--取得分页总数
83

set @pageCount=(@tmpCounts+@pageSize-1)/@pageSize
84


85



/**//**//**//**当前页大于总页数 取最后一页**/
86

if @page>@pageCount
87

set @page=@pageCount
88


89

--/*-----数据分页2分处理-------*/
90

declare @pageIndex int --总数/页大小
91

declare @lastcount int --总数%页大小
92


93

set @pageIndex = @tmpCounts/@pageSize
94

set @lastcount = @tmpCounts%@pageSize
95

if @lastcount > 0
96

set @pageIndex = @pageIndex + 1
97

else
98

set @lastcount = @pagesize
99


100

--//***显示分页
101

if @strCondition is null or @strCondition='' --没有设置显示条件
102

begin
103

if @pageIndex<2 or @page<=@pageIndex / 2 + @pageIndex % 2 --前半部分数据处理
104

begin
105

if @page=1
106

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
107

+' order by '+ @fldSort +' '+ @strFSortType
108

else
109

begin
110

if @Sort=1
111

begin
112

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
113

+' where '+@ID+' <(select min('+ @ID +') from ('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-1) as Varchar(20)) +' '+ @ID +' from '+@tblName
114

+' order by '+ @fldSort +' '+ @strFSortType+') AS TBMinID)'
115

+' order by '+ @fldSort +' '+ @strFSortType
116

end
117

else
118

begin
119

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
120

+' where '+@ID+' >(select max('+ @ID +') from ('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-1) as Varchar(20)) +' '+ @ID +' from '+@tblName
121

+' order by '+ @fldSort +' '+ @strFSortType+') AS TBMinID)'
122

+' order by '+ @fldSort +' '+ @strFSortType
123

end
124

end
125

end
126

else
127

begin
128

set @page = @pageIndex-@page+1 --后半部分数据处理
129

if @page <= 1 --最后一页数据显示
130

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@lastcount as VARCHAR(4))+' '+ @fldName+' from '+@tblName
131

+' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
132

else
133

if @Sort=1
134

begin
135

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
136

+' where '+@ID+' >(select max('+ @ID +') from('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-2)+@lastcount as Varchar(20)) +' '+ @ID +' from '+@tblName
137

+' order by '+ @fldSort +' '+ @strSortType+') AS TBMaxID)'
138

+' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
139

end
140

else
141

begin
142

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+<
18a9a
/span>' '+ @fldName+' from '+@tblName
143

+' where '+@ID+' <(select min('+ @ID +') from('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-2)+@lastcount as Varchar(20)) +' '+ @ID +' from '+@tblName
144

+' order by '+ @fldSort +' '+ @strSortType+') AS TBMaxID)'
145

+' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
146

end
147

end
148

end
149


150

else --有查询条件
151

begin
152

if @pageIndex<2 or @page<=@pageIndex / 2 + @pageIndex % 2 --前半部分数据处理
153

begin
154

if @page=1
155

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
156

+' where 1=1 ' + @strCondition + ' order by '+ @fldSort +' '+ @strFSortType
157

else if(@Sort=1)
158

begin
159

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
160

+' where '+@ID+' <(select min('+ @ID +') from ('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-1) as Varchar(20)) +' '+ @ID +' from '+@tblName
161

+' where (1=1) ' + @strCondition +' order by '+ @fldSort +' '+ @strFSortType+') AS TBMinID)'
162

+' '+ @strCondition +' order by '+ @fldSort +' '+ @strFSortType
163

end
164

else
165

begin
166

set @strTmp=@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
167

+' where '+@ID+' >(select max('+ @ID +') from ('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-1) as Varchar(20)) +' '+ @ID +' from '+@tblName
168

+' where (1=1) ' + @strCondition +' order by '+ @fldSort +' '+ @strFSortType+') AS TBMinID)'
169

+' '+ @strCondition +' order by '+ @fldSort +' '+ @strFSortType
170

end
171

end
172

else
173

begin
174

set @page = @pageIndex-@page+1 --后半部分数据处理
175

if @page <= 1 --最后一页数据显示
176

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@lastcount as VARCHAR(4))+' '+ @fldName+' from '+@tblName
177

+' where (1=1) '+ @strCondition +' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
178

else if(@Sort=1)
179

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
180

+' where '+@ID+' >(select max('+ @ID +') from('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-2)+@lastcount as Varchar(20)) +' '+ @ID +' from '+@tblName
181

+' where (1=1) '+ @strCondition +' order by '+ @fldSort +' '+ @strSortType+') AS TBMaxID)'
182

+' '+ @strCondition+' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
183

else
184

set @strTmp=@SqlSelect+' * from ('+@SqlSelect+' top '+ CAST(@pageSize as VARCHAR(4))+' '+ @fldName+' from '+@tblName
185

+' where '+@ID+' <(select min('+ @ID +') from('+ @SqlSelect+' top '+ CAST(@pageSize*(@page-2)+@lastcount as Varchar(20)) +' '+ @ID +' from '+@tblName
186

+' where (1=1) '+ @strCondition +' order by '+ @fldSort +' '+ @strSortType+') AS TBMaxID)'
187

+' '+ @strCondition+' order by '+ @fldSort +' '+ @strSortType+') AS TempTB'+' order by '+ @fldSort +' '+ @strFSortType
188

end
189

end
190


191

------返回查询结果-----
192

exec sp_executesql @strTmp
193

select datediff(ms,@timediff,getdate()) as 耗时
194

--print @strTmp
195

SET NOCOUNT OFF
196

GO
197


执行示例:exec proc_paged_2part_selectMax 'tb_testTable','ID,userName,userPWD,userEmail',10,100000,'ID',0,null,'ID',0

这种测试只在单机进行,并且没有在实际开发WEB项目中分页测试,测试项也比较单一,所以不够全面系统,但从其效率相比上,我们可以在数据库分页算法上进行有效的控制。
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