PLSQL_性能优化系列06_Oracle Soft Parse / Hard Parse软硬解析

2014-08-11 Createed By BaoXinjian

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Oracle硬解析和软解析是我们经常遇到的问题,所以需要考虑何时产生软解析何时产生硬解析,如何判断

1. SQL的执行过程

当发布一条SQL或PL/SQL命令时,Oracle会自动寻找该命令是否存在于共享池中来决定对当前的语句使用硬解析或软解析。

通常情况下,SQL语句的执行过程如下:

Step1. SQL代码的语法(语法的正确性)及语义检查(对象的存在性与权限)。

Step2. 将SQL代码的文本进行哈希得到哈希值。

Step3. 如果共享池中存在相同的哈希值,则对这个命令进一步判断是否进行软解析,否则到e步骤。

Step4. 对于存在相同哈希值的新命令行,其文本将与已存在的命令行的文本逐个进行比较。

这些比较包括大小写,字符串是否一致,空格,注释等,如果一致,则对其进行软解析,转到步骤Step6,无需再次硬解析。

否则到步骤Step5。

Step5. 硬解析,生成执行计划。

Step6. 执行SQL代码,返回结果。

2. Oracle对此sql将进行几个步骤的处理过程:

Step1. 语法检查(syntax check)

  检查此sql的拼写是否语法。

Step2. 语义检查(semantic check)

  诸如检查sql语句中的访问对象是否存在及该用户是否具备相应的权限。

Step3、对sql语句进行解析(parse)

  利用内部算法对sql进行解析,生成解析树(parse tree)及执行计划(execution plan)。

Step4、执行sql,返回结果(execute and return)

3. 硬解析的危害:

(1) 占用资源更多,执行慢,因为不会重用已解析好的query plan。

(2) 硬解析导致library cache上的latch竞争,这会降低系统的并发性,使oracle无法充分利用系统资源。(此时即使系统资源看上去不忙,oracle也会很慢)。

(3) 一个有很多硬解析的简单应用可能导致数据库所有应用变慢。

4. 总结

其中,软、硬解析就发生在第三个过程里(对sql语句进行解析parse)。

  Oracle利用内部的hash算法来取得该sql的hash值,然后在library cache里查找是否存在该hash值;

  假设存在,则将此sql与cache中的进行比较;

  假设“相同”,就将利用已有的解析树与执行计划,而省略了优化器的相关工作。这也就是软解析的过程。

  诚然,如果上面的2个假设中任有一个不成立,那么优化器都将进行创建解析树、生成执行计划的动作。这个过程就叫硬解析。

  创建解析树、生成执行计划对于sql的执行来说是开销昂贵的动作,所以,应当极力避免硬解析,尽量使用软解析。

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Oracle中SQL语句执行过程中,Oracle内部解析原理如下:

1、当一用户第一次提交一个SQL表达式时,Oracle会将这SQL进行Hard parse,这过程有点像程序编译,检查语法、表名、字段名等相关信息(如下图),这过程会花比较长的时间,因为它要分析语句的语法与语义。然后获得最优化后的执行计划(sql plan),并在内存中分配一定的空间保存该语句与对应的执行计划等信息。

2、当用户第二次请求或多次请求时,Oracle会自动找到先前的语句与执行计划,而不会进行Hard parse,而是直接进行Soft parse(把语句对应的执行计划调出,然后执行),从而减少数据库的分析时间。

注意的是:Oracle中只能完全相同的语句,包大小写、空格、换行都要求一样时,才会重复使用以前的分析结果与执行计划。

3、对于大量的、频繁访问的SQL语句,如果不采用Bind 变量的方式,哪Oracle会花费大量的Shared latch与CPU在做Hard parse处理,所以,要尽量提高语句的重用率,减少语句的分析时间,通过了解Oracle SQL语句的分析过程可以明白Oracle的内部处理逻辑,并在设计与实现上避免。

在用JDBC或其它持久化数据(如Hibernate,JDO等)操作时,尽量用占位符(?)

4、解析过程图

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*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" alt="" />

5、总结

ORACLE sql 的处理过程大致如下:

  • 1.运用HASH算法,得到一个HASH值,这个值可以通过V$SQLAREA.HASH_VALUE 查看
  • 2.到shared pool 中的 library cache 中查找是否有相同的HASH值,如果存在,则无需硬解析,进行软解析
  • 3.如果shared pool不存在此HASH值,则进行语法检查,查看是否有语法错误
  • 4.如果没有语法错误,就进行语义检查,检查该SQL引用的对象是否存在,该用户是否具有访问该对象的权限
  • 5.如果没有语义错误,对该SQL进行解析,生成解析树,执行计划
  • 6.生成ORACLE能运行的二进制代码,运行该代码并且返回结果给用户

硬解析和软解析都在第5步进行

硬解析通常是昂贵的操作,大约占整个SQL执行的70%左右的时间,硬解析会生成执行树,执行计划,等等。

当再次执行同一条SQL语句的时候,由于发现library cache中有相同的HASH值,这个时候不会硬解析,而会软解析,

那么软解析究竟是干了什么呢?其实软解析就是跳过了生成解析树,生成执行计划这个耗时又耗CPU的操作,直接利用生成的执行计划运行该SQL语句。

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAABcAAAAYCAIAAACeHvEiAAABKElEQVQ4jdXTP0sCcRzH8e+gj0Cfg5A+A5faRcjRoeBGQaih7s41Ua5zqcHCIUHBWgTFB+ByttogKC62dZuSQU2+Wzz6R915GtSHz/zi9/3AT9hEZJPKYvHor/9UERGfCnchBhGGcSaKiGAbzNrMLZ5HKylhBhFGce4VEeHBYNbyoYSWyuSd8mTxso5iG0xbzHurKuHPiseLKJfJ5chm2dtfKkNnF/uUqUelVqNQQFPJZEgm2dkOBohFEZHULpqGaVKtctvjR6XZ5Oyc/AlHx6TTJBLBALEtR1EpmVSv6LkolsXNNZUKpRKHByjKB0XzqPT7dDo0GlxeiFu+V8Zjul3abep1ikV0PRgg6uyiO29x2eVr39ZNoauYXi7a/G/02F9Q1sxfUl4B0Tm4khj4iNYAAAAASUVORK5CYII=" alt="" />三、软解析


1.下面的三个查询语句,不能使用相同的共享SQL区。尽管查询的表对象使用了大小写,但Oracle为其生成了不同的执行计划

select * from emp;

select * from Emp;

select * from EMP;

2.类似的情况,下面的查询中,尽管其where子句empno的值不同,Oracle同样为其生成了不同的执行计划

select * from emp where empno=7369

select * from emp where empno=7788

3.在判断是否使用硬解析时,所参照的对象及schema应该是相同的,如果对象相同,而schema不同,则需要使用硬解析,生成不同的执行计划

sys@ASMDB> select owner,table_name from dba_tables where table_name like 'TB_OBJ%';
OWNER TABLE_NAME
------------------------------ ------------------------------
USR1 TB_OBJ --两个对象的名字相同,当所有者不同
SCOTT TB_OBJ
usr1@ASMDB> select * from tb_obj; scott@ASMDB> select * from tb_obj; --此时两者都需要使用硬解析以及走不同的执行计划

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAABcAAAAYCAIAAACeHvEiAAABKElEQVQ4jdXTP0sCcRzH8e+gj0Cfg5A+A5faRcjRoeBGQaih7s41Ua5zqcHCIUHBWgTFB+ByttogKC62dZuSQU2+Wzz6R915GtSHz/zi9/3AT9hEZJPKYvHor/9UERGfCnchBhGGcSaKiGAbzNrMLZ5HKylhBhFGce4VEeHBYNbyoYSWyuSd8mTxso5iG0xbzHurKuHPiseLKJfJ5chm2dtfKkNnF/uUqUelVqNQQFPJZEgm2dkOBohFEZHULpqGaVKtctvjR6XZ5Oyc/AlHx6TTJBLBALEtR1EpmVSv6LkolsXNNZUKpRKHByjKB0XzqPT7dDo0GlxeiFu+V8Zjul3abep1ikV0PRgg6uyiO29x2eVr39ZNoauYXi7a/G/02F9Q1sxfUl4B0Tm4khj4iNYAAAAASUVORK5CYII=" alt="" />四、硬解析


硬 解析即整个SQL语句的执行需要完完全全的解析,生成执行计划。而硬解析,生成执行计划需要耗用CPU资源,以及SGA资源。在此不得不提的是对库缓存中 闩的使用。闩是锁的细化,可以理解为是一种轻量级的串行化设备。当进程申请到闩后,则这些闩用于保护共享内存的数在同一时刻不会被两个以上的进程修改。在 硬解析时,需要申请闩的使用,而闩的数量在有限的情况下需要等待。大量的闩的使用由此造成需要使用闩的进程排队越频繁,性能则逾低下。

1. 下面对上面的两种情形进行演示

在两个不同的session中完成,一个为sys帐户的session,一个为scott账户的session,不同的session,其SQL命令行以不同的帐户名开头

如" sys@ASMDB> "  表示使用时sys帐户的session," scott@ASMDB> "表示scott帐户的session

sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --当前的硬解析值为569
parse count (hard) 64 569 scott@ASMDB> select * from emp; sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一个查询后硬解析值为570,解析次数增加了一次
parse count (hard) 64 570 scott@ASMDB> select * from Emp; sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一个查询后硬解析值为571
parse count (hard) 64 571 scott@ASMDB> select * from EMP;
sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一个查询后硬解析值为572
parse count (hard) 64 572 scott@ASMDB> select * from emp where empno=7369; sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一个查询后硬解析值为573
parse count (hard) 64 573 scott@ASMDB> select * from emp where empno=7788; --此处原来empno=7369,复制错误所致,现已更正为7788@20130905 sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一个查询后硬解析值为574
parse count (hard) 64 574

从上面的示例中可以看出,尽管执行的语句存在细微的差别,但Oracle还是为其进行了硬解析,生成了不同的执行计划。即便是同样的SQL语句,而两条语句中空格的多少不一样,Oracle同样会进行硬解析。

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAABcAAAAYCAIAAACeHvEiAAABKElEQVQ4jdXTP0sCcRzH8e+gj0Cfg5A+A5faRcjRoeBGQaih7s41Ua5zqcHCIUHBWgTFB+ByttogKC62dZuSQU2+Wzz6R915GtSHz/zi9/3AT9hEZJPKYvHor/9UERGfCnchBhGGcSaKiGAbzNrMLZ5HKylhBhFGce4VEeHBYNbyoYSWyuSd8mTxso5iG0xbzHurKuHPiseLKJfJ5chm2dtfKkNnF/uUqUelVqNQQFPJZEgm2dkOBohFEZHULpqGaVKtctvjR6XZ5Oyc/AlHx6TTJBLBALEtR1EpmVSv6LkolsXNNZUKpRKHByjKB0XzqPT7dDo0GlxeiFu+V8Zjul3abep1ikV0PRgg6uyiO29x2eVr39ZNoauYXi7a/G/02F9Q1sxfUl4B0Tm4khj4iNYAAAAASUVORK5CYII=" alt="" />五、硬解析改进 - 使用动态语句


1. 更改参数cursor_sharing

参数cursor_sharing决定了何种类型的SQL能够使用相同的SQL area

CURSOR_SHARING = { SIMILAR | EXACT | FORCE }

EXACT      --只有当发布的SQL语句与缓存中的语句完全相同时才用已有的执行计划。

FORCE      --如果SQL语句是字面量,则迫使Optimizer始终使用已有的执行计划,无论已有的执行计划是不是最佳的。

SIMILAR   --如果SQL语句是字面量,则只有当已有的执行计划是最佳时才使用它,如果已有执行计划不是最佳则重新对这个SQL

--语句进行分析来制定最佳执行计划。

可以基于不同的级别来设定该参数,如ALTER SESSION, ALTER SYSTEM

sys@ASMDB> show parameter cursor_shar             --查看参数cursor_sharing
NAME TYPE VALUE
------------------------------------ ----------- ------------------------------
cursor_sharing string EXACT sys@ASMDB> alter system set cursor_sharing='similar'; --将参数cursor_sharing的值更改为similar sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --当前硬解析的值为865
parse count (hard) 64 865 scott@ASMDB> select * from dept where deptno=10; sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一条SQL查询后,硬解析的值变为866
parse count (hard) 64 866 scott@ASMDB> select * from dept where deptno=20;
sys@ASMDB> select name,class,value from v$sysstat where statistic#=331;
NAME CLASS VALUE
-------------------- ---------- ---------- --执行上一条SQL查询后,硬解析的值没有发生变化还是866
parse count (hard) 64 866 sys@ASMDB> select sql_text,child_number from v$sql -- 在下面的结果中可以看到SQL_TEXT列中使用了绑定变量:"SYS_B_0"
2 where sql_text like 'select * from dept where deptno%';
SQL_TEXT CHILD_NUMBE
-------------------------------------------------- ------------
select * from dept where deptno=:"SYS_B_0" 0 sys@ASMDB> alter system set cursor_sharing='exact'; --将cursor_sharing改回为exact --接下来在scott的session 中执行deptno=40 和的查询后再查看sql_text,当cursor_sharing改为exact后,每执行那个一次 --也会在v$sql中增加一条语句 sys@ASMDB> select sql_text,child_number from v$sql
2 where sql_text like 'select * from dept where deptno%';
SQL_TEXT CHILD_NUMBER
-------------------------------------------------- ------------
select * from dept where deptno=50 0 select * from dept where deptno=40 0 select * from dept where deptno=:"SYS_B_0" 0

2. 使用绑定变量的方式

绑定变量要求变量名称,数据类型以及长度是一致,否则无法使用软解析

(1). 绑定变量(bind variable)是指在DML语句中使用一个占位符,即使用冒号后面紧跟变量名的形式,如下

select * from emp where empno=7788    --未使用绑定变量

select * from emp where empono=:eno   --:eno即为绑定变量

在第二个查询中,变量值在查询执行时被提供。该查询只编译一次,随后会把查询计划存储在一个共享池(库缓存)中,以便以后获取和重用这个查询计划。

(2). 下面使用了绑定变量,但两个变量其实质是不相同的,对这种情形,同样使用硬解析

select * from emp where empno=:eno;

select * from emp where empno=:emp_no

使用绑定变量时要求不同的会话中使用了相同的回话环境,以及优化器的规则等

scott@ASMDB> create table tb_test(col int);     --创建表tb_test

scott@ASMDB> create or replace procedure proc1  --创建存储过程proc1使用绑定变量来插入新记录
2 as
3 begin
4 for i in 1..10000
5 loop
6 execute immediate 'insert into tb_test values(:n)' using i;
7 end loop;
8 end;
9 /
Procedure created. scott@ASMDB> create or replace procedure proc2 --创建存储过程proc2,未使用绑定变量,因此每一个SQL插入语句都会硬解析
2 as
3 begin
4 for i in 1..10000
5 loop
6 execute immediate 'insert into tb_test values('||i||')';
7 end loop;
8 end;
9 / Procedure created. scott@ASMDB> exec runstats_pkg.rs_start PL/SQL procedure successfully completed. scott@ASMDB> exec proc1; PL/SQL procedure successfully completed. scott@ASMDB> exec runstats_pkg.rs_middle; PL/SQL procedure successfully completed. scott@ASMDB> exec proc2; PL/SQL procedure successfully completed. scott@ASMDB> exec runstats_pkg.rs_stop(1000);
Run1 ran in 1769 hsecs
Run2 ran in 12243 hsecs --run2运行的时间是run1的/1769≈倍
run 1 ran in 14.45% of the time Name Run1 Run2 Diff
LATCH.SQL memory manager worka 410 2,694 2,284
LATCH.session allocation 532 8,912 8,380
LATCH.simulator lru latch 33 9,371 9,338
LATCH.simulator hash latch 51 9,398 9,347
STAT...enqueue requests 31 10,030 9,999
STAT...enqueue releases 29 10,030 10,001
STAT...parse count (hard) 4 10,011 10,007 --硬解析的次数,前者只有四次
STAT...calls to get snapshot s 55 10,087 10,032
STAT...parse count (total) 33 10,067 10,034
STAT...consistent gets 247 10,353 10,106
STAT...consistent gets from ca 247 10,353 10,106
STAT...recursive calls 10,474 20,885 10,411
STAT...db block gets from cach 10,408 30,371 19,963
STAT...db block gets 10,408 30,371 19,963
LATCH.enqueues 322 21,820 21,498 --闩的队列数比较
LATCH.enqueue hash chains 351 21,904 21,553
STAT...session logical reads 10,655 40,724 30,069
LATCH.library cache pin 40,348 72,410 32,062 --库缓存pin
LATCH.kks stats 8 40,061 40,053
LATCH.library cache lock 318 61,294 60,976
LATCH.cache buffers chains 51,851 118,340 66,489
LATCH.row cache objects 351 123,512 123,161
LATCH.library cache 40,710 234,653 193,943
LATCH.shared pool 20,357 243,376 223,019 Run1 latches total versus runs -- difference and pct
Run1 Run2 Diff Pct
157,159 974,086 816,927 16.13% --proc2使用闩的数量也远远多于proc1,其比值是.13% PL/SQL procedure successfully completed.

(3). 使用绑定变量的好处

  • 由上面的示例可知,在未使用绑定变量的情形下,不论是解析次数,闩使用的数量,队列,分配的内存,库缓存,行缓存远远高于绑定
  • 变量的情况。因此尽可能的使用绑定变量避免硬解析产生所需的额外的系统资源。
  • 绑定变量的优点
  • 减少SQL语句的硬解析,从而减少因硬解析产生的额外开销(CPU,Shared pool,latch)。其次提高编程效率,减少数据库的访问次数。
  • 绑定变量的缺点
  • 优化器就会忽略直方图的信息,在生成执行计划的时候可能不够优化。SQL优化相对比较困难

aaarticlea/png;base64,iVBORw0KGgoAAAANSUhEUgAAABcAAAAYCAIAAACeHvEiAAABKElEQVQ4jdXTP0sCcRzH8e+gj0Cfg5A+A5faRcjRoeBGQaih7s41Ua5zqcHCIUHBWgTFB+ByttogKC62dZuSQU2+Wzz6R915GtSHz/zi9/3AT9hEZJPKYvHor/9UERGfCnchBhGGcSaKiGAbzNrMLZ5HKylhBhFGce4VEeHBYNbyoYSWyuSd8mTxso5iG0xbzHurKuHPiseLKJfJ5chm2dtfKkNnF/uUqUelVqNQQFPJZEgm2dkOBohFEZHULpqGaVKtctvjR6XZ5Oyc/AlHx6TTJBLBALEtR1EpmVSv6LkolsXNNZUKpRKHByjKB0XzqPT7dDo0GlxeiFu+V8Zjul3abep1ikV0PRgg6uyiO29x2eVr39ZNoauYXi7a/G/02F9Q1sxfUl4B0Tm4khj4iNYAAAAASUVORK5CYII=" alt="" />六、总结


1.尽可能的避免硬解析,因为硬解析需要更多的CPU资源,闩等。

2.cursor_sharing参数应权衡利弊,需要考虑使用similar与force带来的影响。

3.尽可能的使用绑定变量来避免硬解析。

Thanks and Regards

参考:乐沙弥大神 - http://blog.csdn.net/leshami/article/details/6195483

参考:乐沙弥大神 - http://10.61.208.50:15871/cgi-bin/blockpage.cgi?ws-session=18446744072512592920

参考:乐沙弥大神 - http://czmmiao.iteye.com/category/143940

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" 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