对SQL语句进行分析和优化
安装和查看ORACLE执行计划
ORACLE在执行SQL语句时使用的步骤的集合叫做执行计划
前起条件:
在目录:$ORACLE_HOME/RDBMS/ADMIN目录下的执行utlxplan.sql
查看执行计划:
EXPLAN PLAN FOR <SQL语句>
CREDIT @ORCL>explain plan for select * from creditcard;
Explained.
看SQL执行计划的信息
CREDIT @ORCL>select a.operation,options,object_name,object_type,id,parent_id from plan_table a order by id;
更直观:
CREDIT @ORCL>select lpad(' ',2*(level-1)) || operation || ' ' || options || ' ' || object_name || ' ' || decode(id,0,'cost='||position) "Query Plan" from plan_table connect by prior id=parent_id;
Query Plan
------------------------------------------------------------------------------------------------------------------------
TABLE ACCESSFULLCREDITCARD
TABLE ACCESSFULLCREDITCARD
SELECT STATEMENTcost=3
TABLE ACCESSFULLCREDITCARD
TABLE ACCESSFULLCREDITCARD
SELECT STATEMENTcost=3
TABLE ACCESSFULLCREDITCARD
TABLE ACCESSFULLCREDITCARD
这个也可以查询:
CREDIT @ORCL>select * from table(dbms_xplan.display);
PLAN_TABLE_OUTPUT
------------------------------------------------------------------------------------------------------------------------
Plan hash value: 2658862924
--------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
--------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 9 | 1332 | 3 (0)| 00:00:01 |
| 1 | TABLE ACCESS FULL| CREDITCARD | 9 | 1332 | 3 (0)| 00:00:01 |
--------------------------------------------------------------------------------
Note
-----
- dynamic sampling used for this statement (level=2)
打开自动跟踪功能:
set autotrace on
通过ROWID访问表的执行计划:
SYS AS SYSDBA@ORCL>explain plan for
2 select * from hr.departments where rowid='AAAR5QAAFAAAACvAAa';
Explained.
Elapsed: 00:00:00.05
SYS AS SYSDBA@ORCL>select * from table(dbms_xplan.display);
PLAN_TABLE_OUTPUT
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Plan hash value: 313428322
------------------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 1 | 21 | 1 (0)| 00:00:01 |
| 1 | TABLE ACCESS BY USER ROWID| DEPARTMENTS | 1 | 21 | 1 (0)| 00:00:01 |
------------------------------------------------------------------------------------------
8 rows selected.
连接查询的执行计划:
优化案例分析:
提高GROUP BY 语句的效率:
select cardno,sum(amount) from consume group by cardno having cardno='9555xxxx3' or cardno='9555xxxx8';
-------------------------------------------------------------------------------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time |
-------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | 114K| 4475K| 175 (3)| 00:00:03 |
|* 1 | FILTER | | | | | |
| 2 | HASH GROUP BY | | 114K| 4475K| 175 (3)| 00:00:03 |
| 3 | TABLE ACCESS FULL| CONSUME | 114K| 4475K| 171 (1)| 00:00:03 |
-------------------------------------------------------------------------------
1. 进行全表扫描TABLE ACCESS FULL
2.执行分组统计HASH GROUP BY
3.执行过滤操作FILTER
分析:过滤操作在分组统计之后,所有分组统计处理的数据量比较大
优化后语句:
select cardno,sum(amount) from consume where "CARDNO"='9555xxxx3' OR "CARDNO"='9555xxxx8' group by cardno;
使用EXISTS代替IN关键字
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
方法1:运行以下脚本,生成plan_table表
SQL> @/u01/app/oracle/product/10.2/db_1/rdbms/admin/utlxplan.sql
Table created.
SQL> explain plan for
2 select deptno from scott.dept group by deptno;
Explained.
SQL> select id,operation,options,object_name,position from plan_table;
ID OPERATION OPTIONS OBJECT_NAME POSITION
---- -------------------- --------------- ------------------------- ----------
0 SELECT STATEMENT 1
1 SORT GROUP BY NOSORT 1
2 INDEX FULL SCAN PK_DEPT 1
方法2:oracle提供v$sql_plan来
SQL> select id,options,operation,object_name,cost
2 from v$sql_plan
3 where object_owner='SCOTT';
no rows selected--没有数据的原因是:刚刚的explain plan for命令只产生执行计划,而不是真正执行语句
SQL> select deptno from scott.dept group by deptno;
DEPTNO
----------
10
20
30
40
SQL> select id,operation,options,object_name,position from plan_table;
ID OPERATION OPTIONS OBJECT_NAME POSITION
---- -------------------- -------------------- -------------------- ----------
0 SELECT STATEMENT 1
1 SORT GROUP BY NOSORT 1
2 INDEX FULL SCAN PK_DEPT 1
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