有的时候,使用错误的索引会导致Oracle数据库的效率明显下降,通过一些方法或者是技巧可以有效的避免这个问题:
这个例子中,如果我想使用idx_a而不是idx_b.
SQL> create table test
2 (a int,b int,c int,d int);
Table created.
SQL> begin
2 for i in 1..50000
3 loop
4 insert into mytest values(i,i,i,i);
5 end loop;
6 commit;
7 end;
8 /
PL/SQL procedure successfully completed.
SQL> create index idx_a on mytest(a,b,c);
Index created.
SQL> create index idx_b on mytest(b);
Index created.
如表mytest,有字段a,b,c,d,在a,b,c上建立联合索引idx_a(a,b,c),在b上单独建立了一个索引idx_b(b)。
在正常情况下,where a=? and b=? and c=?会用到索引idx_a,where b=?会用到索引idx_b
比如:
SQL> analyze table mytest compute statistics;
Table analyzed.
SQL> select num_Rows from user_tables where table_name='MYTEST';
NUM_ROWS
----------
50000
SQL> select distinct_keys from user_indexes where index_name='IDX_A';
DISTINCT_KEYS
-------------
50000
SQL> set autotrace traceonly
SQL> select d from mytest
2 where a=10 and b=10 and c=10;
Execution Plan
----------------------------------------------------------
Plan hash value: 1542625214
--------------------------------------------------------------------------------
------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time
|
--------------------------------------------------------------------------------
------
| 0 | SELECT STATEMENT | | 1 | 16 | 2 (0)| 00:0
0:01 |
| 1 | TABLE ACCESS BY INDEX ROWID| MYTEST | 1 | 16 | 2 (0)| 00:0
0:01 |
|* 2 | INDEX RANGE SCAN | IDX_A | 1 | | 1 (0)| 00:0
0:01 |
--------------------------------------------------------------------------------
------
Predicate Information (identified by operation id):
---------------------------------------------------
2 - access("A"=10 AND "B"=10 AND "C"=10)
Statistics
----------------------------------------------------------
1 recursive calls
0 db block gets
4 consistent gets
0 physical reads
0 redo size
508 bytes sent via SQL*Net to client
492 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed
SQL> select d from mytest
2 where b=500;
Execution Plan
----------------------------------------------------------
Plan hash value: 530004086
--------------------------------------------------------------------------------
------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Time
|
--------------------------------------------------------------------------------
------
| 0 | SELECT STATEMENT | | 1 | 8 | 2 (0)| 00:0
0:01 |
| 1 | TABLE ACCESS BY INDEX ROWID| MYTEST | 1 | 8 | 2 (0)| 00:0
0:01 |
|* 2 | INDEX RANGE SCAN | IDX_B | 1 | | 1 (0)| 00:0
0:01 |
--------------------------------------------------------------------------------
------
Predicate Information (identified by operation id):
---------------------------------------------------
2 - access("B"=500)
Statistics
----------------------------------------------------------
1 recursive calls
0 db block gets
4 consistent gets
0 physical reads
0 redo size
508 bytes sent via SQL*Net to client
492 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed
但是在这样一个条件下:where a=? and b=? and c=? group by b会用到哪个索引呢?在索引的分析数据不正确(很长时间没有分析)或根本没有分析数据的情况下,oracle往往会使用索引idx_b。通过执行计划的分析,这个索引的使用,将大大耗费查询时间。
比如在索引有统计信息,分析数据正确的情况下:
SQL> select max(d) from mytest
2 where a=50 and b=50 and c=50
3 group by b;
Execution Plan
----------------------------------------------------------
Plan hash value: 422688974
--------------------------------------------------------------------------------
-------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Tim
e |
--------------------------------------------------------------------------------
-------
| 0 | SELECT STATEMENT | | 1 | 16 | 2 (0)| 00:
00:01 |
| 1 | SORT GROUP BY NOSORT | | 1 | 16 | 2 (0)| 00:
00:01 |
| 2 | TABLE ACCESS BY INDEX ROWID| MYTEST | 1 | 16 | 2 (0)| 00:
00:01 |
|* 3 | INDEX RANGE SCAN | IDX_A | 1 | | 1 (0)| 00:
00:01 |
--------------------------------------------------------------------------------
-------
Predicate Information (identified by operation id):
---------------------------------------------------
3 - access("A"=50 AND "B"=50 AND "C"=50)
Statistics
----------------------------------------------------------
1 recursive calls
0 db block gets
3 consistent gets
0 physical reads
0 redo size
513 bytes sent via SQL*Net to client
492 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed
但如果索引分析数据不正确:
SQL> select num_rows from user_tables
2 where table_name='MYTEST';
NUM_ROWS
----------
50000
SQL> analyze index idx_a delete statistics;
Index analyzed.
SQL> analyze index idx_b delete statistics;
Index analyzed.
SQL> select distinct_keys from user_indexes
2 where index_name in ('IDX_A','IDX_B');
DISTINCT_KEYS
-------------
SQL> select max(d) from mytest where a=50 and b=50 and c=50 group by b;
Execution Plan
----------------------------------------------------------
Plan hash value: 3925507835
--------------------------------------------------------------------------------
-------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Tim
e |
--------------------------------------------------------------------------------
-------
| 0 | SELECT STATEMENT | | 1 | 16 | 2 (0)| 00:
00:01 |
| 1 | SORT GROUP BY NOSORT | | 1 | 16 | 2 (0)| 00:
00:01 |
|* 2 | TABLE ACCESS BY INDEX ROWID| MYTEST | 1 | 16 | 2 (0)| 00:
00:01 |
|* 3 | INDEX RANGE SCAN | IDX_B | 1 | | 1 (0)| 00:
00:01 |
--------------------------------------------------------------------------------
-------
Predicate Information (identified by operation id):
---------------------------------------------------
2 - filter("A"=50 AND "C"=50)
3 - access("B"=50)
Statistics
----------------------------------------------------------
0 recursive calls
0 db block gets
3 consistent gets
0 physical reads
0 redo size
513 bytes sent via SQL*Net to client
492 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed
我们可以通过如下的技巧避免使用idx_b,而使用idx_a。
where a=? and b=? and c=? group by b||'' --如果b是字符类型
where a=? and b=? and c=? group by b+0 --如果b是数字类型
通过这样简单的改变,往往可以是查询时间提交很多倍
当然,我们也可以使用no_index提示,相信很多人没有用过,也是一个不错的方法:
SQL> select /*+ no_index(mytest,idx_b) */ max(d) from mytest where a=50 and b=50 and c=50 group by b;
Execution Plan
----------------------------------------------------------
Plan hash value: 422688974
--------------------------------------------------------------------------------
-------
| Id | Operation | Name | Rows | Bytes | Cost (%CPU)| Tim
e |
--------------------------------------------------------------------------------
-------
| 0 | SELECT STATEMENT | | 1 | 16 | 9 (0)| 00:
00:01 |
| 1 | SORT GROUP BY NOSORT | | 1 | 16 | 9 (0)| 00:
00:01 |
| 2 | TABLE ACCESS BY INDEX ROWID| MYTEST | 1 | 16 | 9 (0)| 00:
00:01 |
|* 3 | INDEX RANGE SCAN | IDX_A | 500 | | 1 (0)| 00:
00:01 |
--------------------------------------------------------------------------------
-------
Predicate Information (identified by operation id):
---------------------------------------------------
3 - access("A"=50 AND "B"=50 AND "C"=50)
Statistics
----------------------------------------------------------
1 recursive calls
0 db block gets
3 consistent gets
0 physical reads
0 redo size
513 bytes sent via SQL*Net to client
492 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
1 rows processed |