[20180408]那些函数索引适合字段的查询.txt
[20180408]那些函数索引适合字段的查询.txt
--//一般不主张建立函数索引,往往是开发的无知,使用trunc等函数,实际上一些函数也可以用于字段的查询.
--//以前零碎的写过一些,放假看了https://blog.pythian.com/tackling-time-troubles-use-dates-correctly-oracle/.
--//自己也做一些总结:
1.环境:
SCOTT@test01p> @ ver1
PORT_STRING VERSION BANNER CON_ID
------------------------------ -------------- -------------------------------------------------------------------------------- ----------
IBMPC/WIN_NT64-9.1.0 12.1.0.1.0 Oracle Database 12c Enterprise Edition Release 12.1.0.1.0 - 64bit Production 0
2.trunc函数:
--//trunc函数是开发最常使用的函数,实际上还是一句话无知,开发根本不知道这样建立查询条件导致普通索引无效,必须建立函数索引.
--//但是建立trunc函数索引却可以使用在普通日期字段的查询.
SCOTT@test01p> create index if_emp_hiredate on emp(trunc(hiredate));
Index created.
SCOTT@test01p> select * from emp where hiredate=to_date('1980/12/17','yyyy-mm-dd');
EMPNO ENAME JOB MGR HIREDATE SAL COMM DEPTNO
---------- ---------- --------- ---------- ------------------- ---------- ---------- ----------
7369 SMITH CLERK 7902 1980-12-17 00:00:00 800 20
SCOTT@test01p> @ dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 1ct8dum3uyy7u, child number 0
-------------------------------------
select * from emp where hiredate=to_date('1980/12/17','yyyy-mm-dd')
Plan hash value: 4059437819
--------------------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows |E-Bytes| Cost (%CPU)| E-Time |
--------------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | | 2 (100)| |
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| EMP | 1 | 38 | 2 (0)| 00:00:01 |
|* 2 | INDEX RANGE SCAN | IF_EMP_HIREDATE | 1 | | 1 (0)| 00:00:01 |
--------------------------------------------------------------------------------------------------------
Query Block Name / Object Alias (identified by operation id):
-------------------------------------------------------------
1 - SEL$1 / EMP@SEL$1
2 - SEL$1 / EMP@SEL$1
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter("HIREDATE"=TO_DATE(' 1980-12-17 00:00:00', 'syyyy-mm-dd hh24:mi:ss'))
2 - access("EMP"."SYS_NC00010$"=TRUNC(TO_DATE(' 1980-12-17 00:00:00', 'syyyy-mm-dd hh24:mi:ss')))
--//顺便看看范围查询是否有效:
SCOTT@test01p> select * from emp where hiredate between to_date('1980/12/17','yyyy-mm-dd') and to_date('1980/12/18','yyyy-mm-dd');
EMPNO ENAME JOB MGR HIREDATE SAL COMM DEPTNO
---------- ---------- --------- ---------- ------------------- ---------- ---------- ----------
7369 SMITH CLERK 7902 1980-12-17 00:00:00 800 20
SCOTT@test01p> @ dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID a00watu79k28f, child number 0
-------------------------------------
select * from emp where hiredate between
to_date('1980/12/17','yyyy-mm-dd') and
to_date('1980/12/18','yyyy-mm-dd')
Plan hash value: 4059437819
--------------------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows |E-Bytes| Cost (%CPU)| E-Time |
--------------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | | 2 (100)| |
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| EMP | 1 | 38 | 2 (0)| 00:00:01 |
|* 2 | INDEX RANGE SCAN | IF_EMP_HIREDATE | 1 | | 2 (0)| 00:00:01 |
--------------------------------------------------------------------------------------------------------
Query Block Name / Object Alias (identified by operation id):
-------------------------------------------------------------
1 - SEL$1 / EMP@SEL$1
2 - SEL$1 / EMP@SEL$1
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter(("HIREDATE"<=TO_DATE(' 1980-12-18 00:00:00', 'syyyy-mm-dd hh24:mi:ss') AND
"HIREDATE">=TO_DATE(' 1980-12-17 00:00:00', 'syyyy-mm-dd hh24:mi:ss')))
2 - access("EMP"."SYS_NC00010$">=TRUNC(TO_DATE(' 1980-12-17 00:00:00', 'syyyy-mm-dd
hh24:mi:ss')) AND "EMP"."SYS_NC00010$"<=TRUNC(TO_DATE(' 1980-12-18 00:00:00', 'syyyy-mm-dd
hh24:mi:ss')))
--//一样有效.补充11g下执行计划:
SCOTT@book> @ &r/ver1
PORT_STRING VERSION BANNER
------------------------------ -------------- --------------------------------------------------------------------------------
x86_64/Linux 2.4.xx 11.2.0.4.0 Oracle Database 11g Enterprise Edition Release 11.2.0.4.0 - 64bit Production
SCOTT@book> select * from emp where hiredate between to_date('1980/12/16 09:00:00','yyyy-mm-dd hh24:mi:ss') and to_date('1980/12/18 10:00:00','yyyy-mm-dd hh24:mi:ss');
EMPNO ENAME JOB MGR HIREDATE SAL COMM DEPTNO
---------- ---------- --------- ---------- ------------------- ---------- ---------- ----------
7369 SMITH CLERK 7902 1980-12-17 00:00:00 800 20
--//执行计划:
SQL_ID f532a3utw8dfh, child number 0
-------------------------------------
select * from emp where hiredate between to_date('1980/12/16
09:00:00','yyyy-mm-dd hh24:mi:ss') and to_date('1980/12/18
10:00:00','yyyy-mm-dd hh24:mi:ss')
Plan hash value: 3187737602
------------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows |E-Bytes| Cost (%CPU)| E-Time |
------------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | | 2 (100)| |
|* 1 | TABLE ACCESS BY INDEX ROWID| EMP | 1 | 46 | 2 (0)| 00:00:01 |
|* 2 | INDEX RANGE SCAN | IF_EMP_HIREDATE | 1 | | 1 (0)| 00:00:01 |
------------------------------------------------------------------------------------------------
Query Block Name / Object Alias (identified by operation id):
-------------------------------------------------------------
1 - SEL$1 / EMP@SEL$1
2 - SEL$1 / EMP@SEL$1
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter(("HIREDATE"<=TO_DATE(' 1980-12-18 10:00:00', 'syyyy-mm-dd hh24:mi:ss')
AND "HIREDATE">=TO_DATE(' 1980-12-16 09:00:00', 'syyyy-mm-dd hh24:mi:ss')))
2 - access("EMP"."SYS_NC00009$">=TRUNC(TO_DATE(' 1980-12-16 09:00:00', 'syyyy-mm-dd
hh24:mi:ss')) AND "EMP"."SYS_NC00009$"<=TRUNC(TO_DATE(' 1980-12-18 10:00:00',
'syyyy-mm-dd hh24:mi:ss')))
3.substr函数:
--//这个函数非常特殊,你建立的索引必须是substr(col,1,N)的格式,必须是从1开始截取,否则普通字段查询不会使用.这个很好理解.
--//看standard_hash函数后面的例子.
4.standard_hash函数:
--//缺点这个函数12c下才有.以前的测试,重复贴出,不想写了.
--//链接:http://blog.itpub.net/267265/viewspace-772856/
--//到目前为之,我仅仅知道这3个函数可以在普通字段查询时使用.
--//trunc,substr(Col,1,N)还合适范围查询.standard_hash(12c才有的函数)仅仅适合等值查询.
[20130916]12c Indexing Extended Data Types and index.txt
http://richardfoote.wordpress.com/2013/09/12/12c-indexing-extended-data-types-part-i-a-big-hurt/
--//参考以上链接，做一些测试：
1.测试环境:
SCOTT@test01p> @ver
BANNER CON_ID
-------------------------------------------------------------------------------- ----------
Oracle Database 12c Enterprise Edition Release 12.1.0.1.0 - 64bit Production 0
SCOTT@test01p> create table bowie (id number, text varchar2(32000));
Table created.
SCOTT@test01p> create index bowie_text_i on bowie(text);
create index bowie_text_i on bowie(text)
*
ERROR at line 1:
ORA-01450: maximum key length (6398) exceeded
--//超长字段无法在上建议索引。
--//12c提供standard_hash函数，可以实现其上建立函数索引。
2.插入一些数据，便于测试：
SCOTT@test01p> insert into bowie (id, text) values (1, lpad('a',1110,'a'));
1 row created.
SCOTT@test01p> commit ;
Commit complete.
SCOTT@test01p> select length(text) from bowie;
LENGTH(TEXT)
------------
1110
SCOTT@test01p> insert into bowie (id, text) select 2, text||text||text||text||text||text||text||text||text||text from bowie;
1 row created.
SCOTT@test01p> commit ;
Commit complete.
SCOTT@test01p> select length(text) from bowie;
LENGTH(TEXT)
------------
1110
11100
SCOTT@test01p> insert into bowie (id, text) select rownum+2, to_char(rownum)||'BOWIE' from dual connect by level<=99998;
99998 rows created.
SCOTT@test01p> commit ;
Commit complete.
SCOTT@test01p> exec dbms_stats.gather_table_stats(ownname=>user, tabname=>'BOWIE', method_opt=>'FOR ALL COLUMNS SIZE 1');
PL/SQL procedure successfully completed.
3.建立函数索引:
SCOTT@test01p> create index bowie_hash_text_i on bowie(standard_hash(text));
Index created.
SCOTT@test01p> select index_name, num_rows, leaf_blocks from dba_indexes where index_name = 'BOWIE_HASH_TEXT_I';
INDEX_NAME NUM_ROWS LEAF_BLOCKS
------------------ ---------- -----------
BOWIE_HASH_TEXT_I 100000 447
4.查询看看情况：
SCOTT@test01p> column text format a100
SCOTT@test01p> select * from bowie where text = '42BOWIE';
ID TEXT
---------- ---------------------------------------------------
44 42BOWIE
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 3uz6tby2rv7bh, child number 1
-------------------------------------
select * from bowie where text = '42BOWIE'
Plan hash value: 1900956348
---------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | 3 (100)|
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| BOWIE | 1 | 3 (0)|
|* 2 | INDEX RANGE SCAN | BOWIE_HASH_TEXT_I | 1 | 2 (0)|
---------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")='42BOWIE'))
2 - access("BOWIE"."SYS_NC00003$"=HEXTORAW('A2C98939EDB479BC3EB0CDC560DDCD15
75D47F62'))
--可以发现可以使用这个函数索引。
5.但是这种情况存在一些限制，做like 或者between时，不能使用该函数索引：
SCOTT@test01p> select * from bowie where text like 'aaaaaaaaaaaaaaaaaaaaaa%';
...
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------------------------------------------
SQL_ID 01fn3bq946un9, child number 0
-------------------------------------
select * from bowie where text like 'aaaaaaaaaaaaaaaaaaaaaa%'
Plan hash value: 1845943507
---------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------
| 0 | SELECT STATEMENT | | | 208 (100)|
|* 1 | TABLE ACCESS FULL| BOWIE | 1 | 208 (2)|
---------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND INTERNAL_FUNCTION("TEXT")
LIKE 'aaaaaaaaaaaaaaaaaaaaaa%'))
SCOTT@test01p> select * from bowie where text between '4299BOWIE' and '42BOWIE';
ID TEXT
---------- ---------------------------------------------------------------------
44 42BOWIE
431 429BOWIE
4301 4299BOWIE
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
--------------------------------------------------------------------------------
SQL_ID 1uk9ud7fq8fdx, child number 0
-------------------------------------
select * from bowie where text between '4299BOWIE' and '42BOWIE'
Plan hash value: 1845943507
---------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------
| 0 | SELECT STATEMENT | | | 208 (100)|
|* 1 | TABLE ACCESS FULL| BOWIE | 2 | 208 (2)|
---------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")<='42BOWIE' AND
INTERNAL_FUNCTION("TEXT")>='4299BOWIE'))
SCOTT@test01p> select * from bowie where text > 'zzz';
no rows selected
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
---------------------------------------------------------------
SQL_ID 39wfprrkz66td, child number 0
-------------------------------------
select * from bowie where text > 'zzz'
Plan hash value: 1845943507
---------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------
| 0 | SELECT STATEMENT | | | 208 (100)|
|* 1 | TABLE ACCESS FULL| BOWIE | 1 | 208 (2)|
---------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")>'zzz'))
6.很明显，无法在该列上建议唯一约束。
SCOTT@test01p> alter table bowie add constraint bowie_text_unq unique (text);
alter table bowie add constraint bowie_text_unq unique (text)
*
ERROR at line 1:
ORA-01450: maximum key length (6398) exceeded
--//建立以上约束，需要在该列上建立索引，超长无法建立。同样可以变通的方法建立：
SCOTT@test01p> drop index bowie_hash_text_i;
Index dropped.
SCOTT@test01p> alter table bowie add (text_hash as (standard_hash(text)));
Table altered.
SCOTT@test01p> alter table bowie add constraint bowie_text_unq unique (text_hash);
Table altered.
SCOTT@test01p> insert into bowie (id, text) values (1000001, '42BOWIE');
insert into bowie (id, text) values (1000001, '42BOWIE')
*
ERROR at line 1:
ORA-00001: unique constraint (SCOTT.BOWIE_TEXT_UNQ) violated
--再重复以上查询：
SCOTT@test01p> select * from bowie where text = '42BOWIE';
ID TEXT TEXT_HASH
---------- -------- ----------------------------------------
44 42BOWIE A2C98939EDB479BC3EB0CDC560DDCD1575D47F62
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 3uz6tby2rv7bh, child number 1
-------------------------------------
select * from bowie where text = '42BOWIE'
Plan hash value: 2691947611
----------------------------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
----------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | 2 (100)|
|* 1 | TABLE ACCESS BY INDEX ROWID| BOWIE | 1 | 2 (0)|
|* 2 | INDEX UNIQUE SCAN | BOWIE_TEXT_UNQ | 1 | 1 (0)|
----------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")='42BOWIE'))
2 - access("BOWIE"."TEXT_HASH"=HEXTORAW('A2C98939EDB479BC3EB0CDC560DD
CD1575D47F62'))
--但是如果做范围查询，结果如何应该同上是选择全表扫描。
SCOTT@test01p> select * from bowie where text between '429BOWIE' and '42BOWIE';
ID TEXT TEXT_HASH
---------- --------- ----------------------------------------
44 42BOWIE A2C98939EDB479BC3EB0CDC560DDCD1575D47F62
431 429BOWIE A7E2B59E1429DB4964225E7A98A19998BC3D2AFD
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 143xd3cu22ja1, child number 0
-------------------------------------
select * from bowie where text between '429BOWIE' and '42BOWIE'
Plan hash value: 1845943507
---------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------
| 0 | SELECT STATEMENT | | | 208 (100)|
|* 1 | TABLE ACCESS FULL| BOWIE | 2 | 208 (2)|
---------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")<='42BOWIE' AND
INTERNAL_FUNCTION("TEXT")>='429BOWIE'))
7.如果做范围查询如何显示呢？期待作者的第2部分new extended columns in Part II.
自己也想一下，实际上作者的例子，text组成前面数字+BOWIE。前面5位具有很好的选择性。通过函数substr建立函数应该也可以，
自己测试看看。
SCOTT@test01p> create index i_bowie_text_substr_1_5 on bowie (substr(text,1,5));
Index created.
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 143xd3cu22ja1, child number 0
-------------------------------------
select * from bowie where text between '429BOWIE' and '42BOWIE'
Plan hash value: 1199225668
---------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | 92 (100)|
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| BOWIE | 2 | 92 (0)|
|* 2 | INDEX RANGE SCAN | I_BOWIE_TEXT_SUBSTR_1_5 | 450 | 3 (0)|
---------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND INTERNAL_FUNCTION("TEXT")<='42BOWIE'
AND INTERNAL_FUNCTION("TEXT")>='429BOWIE'))
2 - access("BOWIE"."SYS_NC00004$">='429BO' AND "BOWIE"."SYS_NC00004$"<='42BOW')
--可以发现使用我建立的索引，看看使用大于的情况呢？
SCOTT@test01p> select * from bowie where text > 'zzz';
no rows selected
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 39wfprrkz66td, child number 0
-------------------------------------
select * from bowie where text > 'zzz'
Plan hash value: 1199225668
---------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | 181 (100)|
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| BOWIE | 1 | 181 (0)|
|* 2 | INDEX RANGE SCAN | I_BOWIE_TEXT_SUBSTR_1_5 | 900 | 4 (0)|
---------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND INTERNAL_FUNCTION("TEXT")>'zzz'))
2 - access("BOWIE"."SYS_NC00004$">='zzz')
--//依旧可以使用我建立的函数索引，但是使用like情况如何呢？
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID 1mq1xczjrz3uw, child number 0
-------------------------------------
select * from bowie where text like 'aaaaaaaaaaaaaaaaaaaaaa%'
Plan hash value: 1845943507
---------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------
| 0 | SELECT STATEMENT | | | 208 (100)|
|* 1 | TABLE ACCESS FULL| BOWIE | 1 | 208 (2)|
---------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND INTERNAL_FUNCTION("TEXT")
LIKE 'aaaaaaaaaaaaaaaaaaaaaa%'))
--//like 无效，不知道作者还有什么好方法，期待作者的第2部分，也许有更好的例子。
--//改写为范围查询也许是一个替换like的方法，但是不适合'%aaaa%'的情况。
SCOTT@test01p> select * from bowie where text between 'aaaaaaaaaaaaaaaaaaaaaa' and 'aaaaaaaaaaaaaaaaaaaaaa'||chr(255);
SCOTT@test01p> @dpc '' ''
PLAN_TABLE_OUTPUT
-------------------------------------
SQL_ID bkunhv8x64k0a, child number 1
-------------------------------------
select * from bowie where text between 'aaaaaaaaaaaaaaaaaaaaaa' and
'aaaaaaaaaaaaaaaaaaaaaa'||chr(255)
Plan hash value: 1199225668
---------------------------------------------------------------------------------------------
| Id | Operation | Name | E-Rows | Cost (%CPU)|
---------------------------------------------------------------------------------------------
| 0 | SELECT STATEMENT | | | 2 (100)|
|* 1 | TABLE ACCESS BY INDEX ROWID BATCHED| BOWIE | 1 | 2 (0)|
|* 2 | INDEX RANGE SCAN | I_BOWIE_TEXT_SUBSTR_1_5 | 2 | 1 (0)|
---------------------------------------------------------------------------------------------
Predicate Information (identified by operation id):
---------------------------------------------------
1 - filter((INTERNAL_FUNCTION("TEXT") AND
INTERNAL_FUNCTION("TEXT")>='aaaaaaaaaaaaaaaaaaaaaa' AND
INTERNAL_FUNCTION("TEXT")<='aaaaaaaaaaaaaaaaaaaaaa'))
2 - access("BOWIE"."SYS_NC00004$"='aaaaa')
--//总结：
--//BTW:如果字符字段很长，使用substr函数取前面选择性很强的几位，建立函数索引，有时候不失为一个方法，这样可以减少索引大小，
--//这种方法在10G，11G使用同样有效。
--//12C extended columns中提供的standard_hash函数，作为等值查询，不失为一个很好的选择。
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