Sql Server 2012新特性 Online添加非空栏位.
我们都知道,Sql Server在一个数据量巨大的表中添加一个非空栏位是比较费心的,缺乏经验的DBA或是开发人员甚至可能鲁莽地直接添加导致阻塞相应业务,甚至可能因为资源欠缺造成实例的全局问题.当然这都是Sql 2008R2及以前版本的情况.在SQL2012中采用了新的实现方式.这里我将对比相应的实现方式给大家做个介绍.并简单说明Sql Server早期版本添加非空列的方法.
添加非空栏位的实现方式
早期版本(Sql Server2008R2及以前)添加非空栏位(要求有默认值)是对表中的所有数据行依次修改调整
我们通过一个简单的实例来看下
Sql 2008R2 SP2 Code
Create database tadnull
go
use tadnull
go
create table t2(id int not null identity (1,1),dystr varchar(20),fixstr char(30));
go
set nocount on
declare @batchSize int
set @batchSize=1000
declare @i int
set @i=0
while(@i<20000)
begin
if (@i%@batchSize=0)
begin
if (@@TRANCOUNT>0)COMMIT TRAN
BEGIN TRAN
end
insert into t2(dystr,fixstr)values('aaa'+str(RAND()*100000000),'bbb'+str(RAND()*100000000))
set @i=@i+1
end if (@@TRANCOUNT>0)COMMIT TRAN
dbcc ind(tadnull,t2,1) -----find a datapage pageid 21 dbcc traceon(3604)
dbcc page('tadnull',1,21,3)-----view the datapage 21
通过DBCC PAGE我们打印其中的一个数据页进行分析.
可以看到图1-1当前数据页的最后修改的日志记录为m_lsn = (28:69:279)
数据页中第一行数据(slot 0)页偏移量0x60,行长度为58
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" alt="" />
图1-1
添加非空栏位code
alter table t2 add tt int not null default ''
dbcc page('tadnull',1,21,3)-----view the datapage 21
select b.* from sys.system_internals_partitions a
join sys.system_internals_partition_columns b on a.partition_id = b.partition_id
where a.object_id = object_id('t2');-----查看行数修改情况
可以看到图1-2添加非空栏位后,字节数据页最后修改的LSN号由m_lsn = (28:69:279)变为了
m_lsn = (43:432:186),数据页中首行长度也由58变为了62正好是一个int数据类型长度.
当然我们也可以看到添加过程中会有大量的key锁出现.图1-3
(可以通过DMV查看,或者Xevents,trace profiler等探究)
从特定的DMV中,我们看到新加列的修改行数为200000,为表的数据行数,这也反应的数据修改为逐行修改.图1-4
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" 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图1-2
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" 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图1-3
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" alt="" />
图1-4
由此我们可以看到,在sql2008R2及以前版本中添加非空栏位会对表中数据逐行操作.操作执行成本很高.
接下来我们再看看sql2012采用的新的实现方式.
Sql 2012 SP1 code
Create database tadnull
go
use tadnull create table t2(id int not null identity (1,1),dystr varchar(20),fixstr char(30));
go
set nocount on
declare @batchSize int
set @batchSize=1000
declare @i int
set @i=0
while(@i<200000)
begin
if (@i%@batchSize=0)
begin
if (@@TRANCOUNT>0)COMMIT TRAN
BEGIN TRAN
end insert into t2(dystr,fixstr)values('aaa'+str(RAND()*100000000),'bbb'+str(RAND()*100000000))
set @i=@i+1 end
if (@@TRANCOUNT>0)COMMIT TRAN dbcc ind('tadnull','t2',1)--------find a data page (pageid 120) dbcc traceon(3604)
dbcc page('tadnull',1,120,3)
通过DBCC PAGE我们打印其中的一个数据页进行分析.
可以看到图2-1当前数据页的最后修改的日志记录为 m_lsn = (33:155:157)
数据页中第一行数据(slot 0)页偏移量0x60,行长度为58
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" alt="" />
图2-1
添加非空栏位code
alter table t2 add tt int not null default ''
dbcc page('tadnull',1, 120,3)-----view the datapage 120
select b.* from sys.system_internals_partitions a
join sys.system_internals_partition_columns b on a.partition_id = b.partition_id
where a.object_id = object_id('t2');-----查看行数修改情况
通过图2-2可以看出,页的最后修改的LSN记录m_lsn = (33:155:157)行长度 Length 58与添加栏位前一致!这与sql2008R2截然不同.
通过图2-3可以看出新增栏位的修改行数为0,这反应了添加新行的修改非逐行修改.
由以上两个图我们可以推断出添加新的非空栏位并非在新数据页上逐一操作,而是元数据级的操作.
感兴趣读者可以通过Xevent,Trace Profiler的锁捕捉来进一步验证.
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" 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图2-2
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" 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图2-3
在添加完后的打印数据页120的内容中我们可以看到图2-4中栏位号4名称dd已经被添加,但其物理长度为0,及行中栏位值未添加到此数据页上
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" alt="" />
图2-4
问题来了,那么这个栏位就永远不会去填充数据页而只是标识吗?
我们简单修改一下120页中的一条数据然后再打印此页内容
修改CODE
update t2 set dystr='shanksgao1111' where id=1
checkpoint
dbcc page('tadnull',1,120,3)
由于我得屏幕不能完全打印单页中我们所需的内容,此页没截图,直接输出.截取其中需要信息
可以从红色的字体中看到,此页上的LSN变化为m_lsn = (157:336:2),第一行长度(id=1)变为了62(58+4)虽然我只是修改了变长栏位dystr但变长长度和以前一样.但新添加的非空栏位的值也添加到此页上来. Slot 0 Column 4 Offset 0x26 Length 4 Length (physical) 4.
******************************************打印数据页内容******************************************
m_freeData = 7640 m_reservedCnt = 0 m_lsn = (157:336:2)
m_xactReserved = 0 m_xdesId = (0:0) m_ghostRecCnt = 0
m_tornBits = -1896544491 DB Frag ID = 1
Allocation Status
GAM (1:2) = ALLOCATED SGAM (1:3) = NOT ALLOCATED
PFS (1:1) = 0x64 MIXED_EXT ALLOCATED 100_PCT_FULL DIFF (1:6) = CHANGED
ML (1:7) = NOT MIN_LOGGED
Slot 0 Offset 0x1d9a Length 62
Record Type = PRIMARY_RECORD Record Attributes = NULL_BITMAP VARIABLE_COLUMNS
Record Size = 62
Memory Dump @0x000000002F5EBD9A
0000000000000000: 30002a00 01000000 62626220 20203838 39373839 0.*.....bbb 889789
0000000000000014: 30202020 20202020 20202020 20202020 20200a00 0 ..
0000000000000028: 00000400 0001003e 00736861 6e6b7367 616f3131 .......>.shanksgao11
000000000000003C: 3131 11
Slot 0 Column 1 Offset 0x4 Length 4 Length (physical) 4
id = 1
Slot 0 Column 2 Offset 0x31 Length 13 Length (physical) 13
dystr = shanksgao1111
Slot 0 Column 3 Offset 0x8 Length 30 Length (physical) 30
fixstr = bbb 8897890
Slot 0 Column 4 Offset 0x26 Length 4 Length (physical) 4
dd = 10
******************************************打印数据页内容******************************************
通过上面的实例我们可以看到,在sql2012中,当我们添加一个非空栏位时,实际对相应数据页上的操作并非逐一修改添加.因此执行速度非常快,对线上业务影响很低.但由于其并非实际填充数据页使的Sql Server在应用,维护数据页时进行额外的工作.对此Sql Server采用了较为平滑的处理方式.当更新某(些)行时,再进行页中数据填充,降低了影响粒度.更友好地满足了线上业务的需求.
注:此方式添加新的非空栏位时不包括Blob数据类型.
添加行版本戳(rowversion/ timestamp)不支持.
早期版本调整方式
我们可以看到sql2012的改进,但早期版本如果维护该如何操作?
早期版本中添加非空栏位针对数据量较小的表还好,但是针对大表由于其添加非空栏位的实现特性,致使阻塞发生的几率明显加大.因此针对大表我们必须谨慎进行.
a 如果有能调整的时间窗口则可以先预估下执行时间(相似环境中测试)然后时间窗口中操作.
b 如果没有可供调整的时间窗口而需求又看似急茬,这样我们可以采用如下步骤循序渐进的调整降低其影响的粒度.
添加非空栏位
1 添加一个带默认值得可为空栏位
alter table t2 add col5 int default 100
2 添加一个约束使其col5不可为空,但不检查现有数据
ALTER TABLE t2 WITH NOCHECK ADD CONSTRAINT CK_NOTNULL CHECK (col5 IS NOT NULL)
3 轮询批量修改现有数据,更改现有col5为默认值
WHILE 1=1 BEGIN BEGIN TRAN UPDATE TOP(2000) t2 SET col5 = 100 WHERE col5 IS NULL IF @@rowcount < 2000 BEGIN COMMIT TRAN BREAK; END COMMIT TRAN END-------------限制数据量修改,尽量避免锁升级
添加行版本戳
由上面的内容我们已经知道添加行版本戳(rowversion)时无法使用新特性的,那面对大表DBA该如何操作呢?如果有相应时间窗口那是最好,如果没有,DBA需要和研发沟通利用sql server相应知识变向调整.
这里我借鉴与sql 2012 online添加非空栏位时类似的实现方式但需要研发同事配合
大表中添加行版本戳
1 创建一个与原表SCHEMA完全一致的表
2 创建一个视图为原表union all 新表
3 需研发同事配合调整访问实现方式
a 读访问从视图
b 插入操作插入到新表
c 修改操作原表移动到新表
4 采用批量轮询修改移动
5 移动完毕后调整表名称(原表改随意名,新表调整为原表名,告知研发调整,删除视图与原表)
如果研发无法配合调整,如此情况下就比较麻烦了.此时DBA需要一个时间窗口.
为了更迅捷地将相应栏位加上减小阻塞时间我们可以/尽量采取如下一系列的方式来缩短窗口时间.
1 选择实例中相关对象负载最低的时间段进行
2 为执行操作提供尽量多的资源来确保其尽快完成.
如 调整加大buffer pool的大小
操作前腾出足够的内存供其使用
Checkpoint Dbcc dropcleanbuffers-----注意这些操作需保证实例应用在可接受的情况下进行
3 执行的会话中提前获取表级排他锁.(由于添加行版本戳本身也是逐行添加,会话中提前获取表的排他锁可以减小总共获取锁的次数进而加快执行速度)
begin tran ttt update t2 with(tablockx) set dystr='aaa' where 1=0 /*调整代码*/ alter table t2 add rv rowversion commit tran ttt
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