查询优化器最主要的工作就是接受输入的SQL以及各种环境参数、配置参数,生成合适的SQL执行计划(Execution Plan)。
Query Optimizer一共经历了两个历史阶段:
- RBO: Rule-Based Optimization 基于规则的优化器
- CBO: Cost-Based Optimization 基于代价的优化器
关于RBO与CBO,一个形象的比喻:大数据时代到来以前,做生意或许凭借多年累计 下来的经验规则(RBO)就能够很好的做出决策,跟随市场变化。但是大数据时代,如果做生意还是靠以前凭经验做决策,而不是靠大数据、数据分析、数据挖掘做决策,那么就有可能做出错误的决策。这也就是越来越多的公司对BI、数据挖掘越来越重视的缘故
一、RBO优化器
RBO(Rule Based Optimizer,基于规则的优化器)就是在优化器里面嵌入15种规则,它根据ORACLE指定的优先顺序规则,对指定的表进行执行计划的选择。执行SQL语句符合哪种规则,就按照规则定制出相应的SQL执行计划。比如在规则中,索引的优先级大于全表扫描;RBO是根据可用的访问路径以及访问路径等级来选择执行计划,在RBO中,SQL的写法往往会影响执行计划,它要求开发人 员非常了解RBO的各项细则,菜鸟写出来的SQL脚本性能可能非常差。由于它他是一种过时呆板的优化器,Oracle官方已不再支持RBO服务。
15种规则及ranking:
- RBO Path 1: Single Row by Rowid
- RBO Path 2: Single Row by Cluster Join
- RBO Path 3: Single Row by Hash Cluster Key with Unique or Primary Key
- RBO Path 4: Single Row by Unique or Primary Key
- RBO Path 5: Clustered Join
- RBO Path 6: Hash Cluster Key
- RBO Path 7: Indexed Cluster Key
- RBO Path 8: Composite Index
- RBO Path 9: Single-Column Indexes
- RBO Path 10: Bounded Range Search on Indexed Columns
- RBO Path 11: Unbounded Range Search on Indexed Columns
- RBO Path 12: Sort Merge Join
- RBO Path 13: MAX or MIN of Indexed Column
- RBO Path 14: ORDER BY on Indexed Column
- RBO Path 15: Full Table Scan
二、CBO优化器
CBO是一种比RBO更加合理、可靠的优化器,它是从ORACLE 8中开始引入,但到ORACLE 9i 中才逐渐成熟。进入Oracle 10g之后,Query Optimizer就已经将CBO(Cost Based Optimizer,基于代价的优化器)作为默认优化器,并且Oracle官方不再支持RBO服务。
它的思路是让Oracle获取所有的执行计划的相关信息,利用系统统计量进行各种执行路径试算,计算各种可能“执行计划”的“代价”,即COST,获取相对相对成本最低的执行计划,作为实际运行方案。它依赖数据库对象的统计信息,统计信息的准确与否会影响CBO做出最优的选择。如果对一次执行SQL时发现涉及对象(表、索引 等)没有被分析、统计过,那么ORACLE会采用一种叫做动态采样的技术,
动态统计量收集是Oracle CBO优化器的一种特性。优化器生成执行计划是依据成本cost公式计算出的,如果相关数据表没有收集过统计量,又要使用CBO的机制,就会引起动态采样(Dynamic Sampling),。
动态采样(dynamic sampling)就是在生成执行计划是,以一个很小的采用率现进行统计量收集, 动态的收集表和索引上的一些数据信息。由于采样率低,采样过程快但是不精确,而且采样结果不会进入到数据字典中。
CBO查询优化器由查询转换器(Query Transform)、代价估算器(Estimator)和计划生成器(Plan Generator)组成。
CBO优化器有两种可选的运行模式:
2.1 FIRST_ROWS(n)
当设置优化器模式为:FIRST_ROWS(n)时,意味着Oracle在执行SQL语句时,优先考虑将结果集中的前n条记录以最快的速度反馈回 来,而其他结果并不需要同时反馈,也就是说在处理数据的时候,后面的数据可能还没提取出来,前面的数据已经返回给用户了,这种需求在网站搜索或者BBS的 分页上经常看到。比如每次只显示查询信息的前20条,这时设置FIRST_ROWS(20)就非常合适。对于分页操作,越靠前的页,显示结果需要的时间将越短。
需要注意的是排序使用的X必须创建有索引,否则CBO会忽略FIRST_ROWS(n)而使用ALL_ROWS.
2.2 ALL_ROWS
CBO的模式为ALL_ROWS时,意味着我们需要Oracle以最快的速度将SQL执行完毕,将结果集全部返回。它和FIRST_ROWS(n) 的区别在于,ALL_ROWS强调整体的执行效率,而FIRST_ROWS(n)强调以最快的速度返回前n条记录。ALL_ROWS在OLAP系统中使用 的比较多,它的目的在于快速获取执行结果的最后一条记录。
三、CHOOSE——两个时代的过渡
在Oracle 9i一个时期,optimizer_mode的默认参数取值为CHOOSE。那个时期是query optimizer从RBO向CBO转换的时代,Oracle选择了渐变式的转换。由于那时没有专门的夜间统计量收集作业,很多时候数据表是没有统计量的。加之动态抽样技术的不成熟,所以CBO的应用存在一些障碍。在这个时期,Oracle提出了CHOOSE作为优化器默认模式。
CHOOSE是介于自动选择切换RBO和CBO。如果SQL涉及的数据表中有一个有统计量,那么该SQL就是用CBO优化器。否则就是用RBO。动态采样技术是在CBO优化器前提下的技术方案。
SCOTT@PDBORCL> alter session set optimizer_mode=choose; 会话已更改。 SCOTT@PDBORCL> set autotrace traceonly;
SCOTT@PDBORCL> exec dbms_stats.delete_table_stats('scott','emp',cascade_columns => true,cascade_indexes => true); PL/SQL 过程已成功完成。 SCOTT@PDBORCL> select ename from emp ; 已选择 行。 执行计划
----------------------------------------------------------
Plan hash value: ----------------------------------
| Id | Operation | Name |
----------------------------------
| | SELECT STATEMENT | |
| | TABLE ACCESS FULL| EMP |
---------------------------------- Note
-----
- rule based optimizer used (consider using cbo) 统计信息
----------------------------------------------------------
recursive calls
db block gets
consistent gets
physical reads
redo size
bytes sent via SQL*Net to client
bytes received via SQL*Net from client
SQL*Net roundtrips to/from client
sorts (memory)
sorts (disk)
rows processed SCOTT@PDBORCL> exec dbms_stats.gather_table_stats (ownname => 'scott',tabname => 'emp'); PL/SQL 过程已成功完成。 SCOTT@PDBORCL> select ename from emp; 已选择 行。 执行计划
----------------------------------------------------------
Plan hash value: --------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
--------------------------------------------------------------------------
| | SELECT STATEMENT | | | | ()| :: |
| | TABLE ACCESS FULL| EMP | | | ()| :: |
-------------------------------------------------------------------------- 统计信息
----------------------------------------------------------
recursive calls
db block gets
consistent gets
physical reads
redo size
bytes sent via SQL*Net to client
bytes received via SQL*Net from client
SQL*Net roundtrips to/from client
sorts (memory)
sorts (disk)
rows processed SCOTT@PDBORCL>
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" 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四、optimizer_mode的查看与修改
通过优化器参数optimizer_mode,我们可以控制Oracle优化器生成不同模式下的执行计划。
4.1查看optimizer_mode
parameter optimizer_mode
SCOTT@PDBORCL> show parameter optimizer_mode NAME TYPE VALUE
------------------------------------ ----------- ------------------------------
optimizer_mode string ALL_ROWS SCOTT@PDBORCL> select name, value from v$parameter where name='optimizer_mode'; NAME VALUE
-------------------------------------------------------------------------------- ---------------------------------------
optimizer_mode ALL_ROWS SCOTT@PDBORCL>
4.2修改optimizer_mode
ORACLE 10g 优化器可以从系统级别、会话级别、语句级别三种方式修改优化器模式,非常方便灵活。 其中optimizer_mode可以选择的值有: first_rows_n,all_rows. 其中first_rows_n又有first_rows_1000, first_rows_100, first_rows_10, first_rows_1
系统级别
可以通过下面语句修改optimizer_mode
alter system set optimizer_mode=all_rows scope=both;
会话级别
会话级别修改优化器模式,只对当前会话有效,其它会话依然使用系统优化器模式。
alter session set optimizer_mode=first_rows_100;
语句级别
语句级别通过使用提示hints来实现。
select /*+ rule */ * from emp;
aaarticlea/png;base64,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" 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