这篇文章通过例子说明分页查询使用的NESTED LOOP操作,在分页查询翻到最后几页时的性能问题:
SQL> CREATE TABLE T AS SELECT * FROM DBA_USERS;
表已创建。
SQL> CREATE TABLE T1 AS SELECT * FROM DBA_SOURCE;
表已创建。
SQL> ALTER TABLE T ADD CONSTRAINT PK_T PRIMARY KEY (USERNAME);
表已更改。
SQL> ALTER TABLE T1 ADD CONSTRAINT FK_T1_OWNER FOREIGN KEY (OWNER)
2 REFERENCES T(USERNAME);
表已更改。
SQL> CREATE INDEX IND_T1_OWNER ON T1(NAME);
索引已创建。
SQL> EXEC DBMS_STATS.GATHER_TABLE_STATS(USER, 'T')
PL/SQL 过程已成功完成。
SQL> EXEC DBMS_STATS.GATHER_TABLE_STATS(USER, 'T1')
PL/SQL 过程已成功完成。
SQL> SELECT /*+ FIRST_ROWS */ USER_ID, USERNAME, NAME
2 FROM
3 (
4 SELECT ROWNUM RN, USER_ID, USERNAME, NAME
5 FROM
6 (
7 SELECT T.USER_ID, T.USERNAME, T1.NAME
8 FROM T, T1
9 WHERE T.USERNAME = T1.OWNER
10 )
11 WHERE ROWNUM <= 20
12 )
13 WHERE RN >= 11;
已选择10行。
Execution Plan
----------------------------------------------------------
0 SELECT STATEMENT Optimizer=HINT: FIRST_ROWS (Cost=97811 Card=20 Bytes=1200)
1 0 VIEW (Cost=97811 Card=20 Bytes=1200)
2 1 COUNT (STOPKEY)
3 2 NESTED LOOPS (Cost=97811 Card=96985 Bytes=2909550)
4 3 TABLE ACCESS (FULL) OF 'T1' (Cost=826 Card=96985 Bytes=1842715)
5 3 TABLE ACCESS (BY INDEX ROWID) OF 'T' (Cost=1 Card=1 Bytes=11)
6 5 INDEX (UNIQUE SCAN) OF 'PK_T' (UNIQUE)
Statistics
----------------------------------------------------------
0 recursive calls
0 db block gets
28 consistent gets
0 physical reads
0 redo size
574 bytes sent via SQL*Net to client
503 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
10 rows processed
SQL> SELECT USER_ID, USERNAME, NAME
2 FROM
3 (
4 SELECT ROWNUM RN, USER_ID, USERNAME, NAME
5 FROM
6 (
7 SELECT T.USER_ID, T.USERNAME, T1.NAME
8 FROM T, T1
9 WHERE T.USERNAME = T1.OWNER
10 )
11 )
12 WHERE RN BETWEEN 11 AND 20;
已选择10行。
Execution Plan
----------------------------------------------------------
0 SELECT STATEMENT Optimizer=CHOOSE (Cost=830 Card=96985 Bytes=5819100)
1 0 VIEW (Cost=830 Card=96985 Bytes=5819100)
2 1 COUNT
3 2 HASH JOIN (Cost=830 Card=96985 Bytes=2909550)
4 3 TABLE ACCESS (FULL) OF 'T' (Cost=2 Card=12 Bytes=132)
5 3 TABLE ACCESS (FULL) OF 'T1' (Cost=826 Card=96985 Bytes=1842715)
Statistics
----------------------------------------------------------
0 recursive calls
0 db block gets
8586 consistent gets
8052 physical reads
0 redo size
574 bytes sent via SQL*Net to client
503 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
10 rows processed
在分页查询的前几页,NESTED LOOP操作比HASH JOIN操作效率高得多。
SQL> SET AUTOT OFF
SQL> SELECT COUNT(*) FROM T, T1 WHERE USERNAME = OWNER;
COUNT(*)
----------
96985
SQL> SET AUTOT TRACE
SQL> SELECT USER_ID, USERNAME, NAME
2 FROM
3 (
4 SELECT ROWNUM RN, USER_ID, USERNAME, NAME
5 FROM
6 (
7 SELECT T.USER_ID, T.USERNAME, T1.NAME
8 FROM T, T1
9 WHERE T.USERNAME = T1.OWNER
10 )
11 )
12 WHERE RN BETWEEN 96971 AND 96980;
已选择10行。
Execution Plan
----------------------------------------------------------
0 SELECT STATEMENT Optimizer=CHOOSE (Cost=830 Card=96985 Bytes=5819100)
1 0 VIEW (Cost=830 Card=96985 Bytes=5819100)
2 1 COUNT
3 2 HASH JOIN (Cost=830 Card=96985 Bytes=2909550)
4 3 TABLE ACCESS (FULL) OF 'T' (Cost=2 Card=12 Bytes=132)
5 3 TABLE ACCESS (FULL) OF 'T1' (Cost=826 Card=96985 Bytes=1842715)
Statistics
----------------------------------------------------------
0 recursive calls
0 db block gets
8586 consistent gets
8068 physical reads
0 redo size
571 bytes sent via SQL*Net to client
503 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
10 rows processed
对于最后几页,采用HASH JOIN的方式,执行效率几乎没有任何改变,而采用NESTED LOOP方式,则效率严重下降,而且远远低于HASH JOIN的方式。
SQL> SELECT /*+ FIRST_ROWS */ USER_ID, USERNAME, NAME
2 FROM
3 (
4 SELECT ROWNUM RN, USER_ID, USERNAME, NAME
5 FROM
6 (
7 SELECT T.USER_ID, T.USERNAME, T1.NAME
8 FROM T, T1
9 WHERE T.USERNAME = T1.OWNER
10 )
11 WHERE ROWNUM <= 96980
12 )
13 WHERE RN >= 96971;
已选择10行。
Execution Plan
----------------------------------------------------------
0 SELECT STATEMENT Optimizer=HINT: FIRST_ROWS (Cost=97811 Card=96980 Bytes=5818800)
1 0 VIEW (Cost=97811 Card=96980 Bytes=5818800)
2 1 COUNT (STOPKEY)
3 2 NESTED LOOPS (Cost=97811 Card=96985 Bytes=2909550)
4 3 TABLE ACCESS (FULL) OF 'T1' (Cost=826 Card=96985 Bytes=1842715)
5 3 TABLE ACCESS (BY INDEX ROWID) OF 'T' (Cost=1 Card=1 Bytes=11)
6 5 INDEX (UNIQUE SCAN) OF 'PK_T' (UNIQUE)
Statistics
----------------------------------------------------------
0 recursive calls
0 db block gets
105566 consistent gets
8068 physical reads
0 redo size
571 bytes sent via SQL*Net to client
503 bytes received via SQL*Net from client
2 SQL*Net roundtrips to/from client
0 sorts (memory)
0 sorts (disk)
10 rows processed
分页查询一般情况下,很少会翻到最后一篇,如果只是偶尔碰到这种情况,对系统性能不会有很大的影响,但是如果经常碰到这种情况,在设计分页查询时应该给予足够的考虑。
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