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Oracle索引知识学习笔记

2019-06-16 22:09 2361 查看

目录

  • 二、索引分类介绍

    @

    一、Oracle索引简介

    在看《收获,不止SQL优化》一书,并根据书中例子进行实践,整理成笔记

    1.1 索引分类

    Oracle索引分为BTree索引、位图索引、反向索引、函数索引、全文索引等等。

    1.2 索引数据结构

    Oracle索引中最常用的是BTree索引,所以就以BTree索引为例,讲一下BTree索引,BTree索引数据结构是一种二叉树的结构,索引由根块(Root)、茎块(Branch)、叶子块(Leaf)组成,其中叶子块主要存储索引列具体值(Key Column Value)以及能定位到数据块具体位置的Rowid,茎块和根块主要保存对应下级对应索引

    1.3 索引特性

    索引特性:

    • 索引本身是有序的
    • 索引本身能存储列值

    1.4 索引使用注意要点

    • (1)、仅等值无范围查询时,组合的顺序不影晌性能
    drop table t purge;
    create table t as select * from dba objects;
    update t set object_id=rownum ;
    commit;
    create index idx_id_type on t(object_id, object_type) ;
    create index idx_type_id on t(object_type , object_id) ;
    set autotrace off;
    alter session set statistics_level=all ;
    select /*+index(t idx_id_type)*/ * from t where object_id=20 and object_type='TABLE';
    select * from table(dbms_xplan.display cursor(null , null , 'allstats last'));
    select /*+index(t,idx_type id)*/ * from t where object_id=20 and object_type= 'TABLE';
    select * from table(dbms_xplan.display cursor(null , null , 'allstats last'));
    • (2)、范围查询时,组合索引最佳顺序一般是将等值查询的列置前
    select /*+index (t, idx_id_type)*/ * from t where object_id>=20 and object_id<2000 and
    object_type='TABLE';
    
    select /*+index (t , idx_type_id) */ * from t where object_id>=20 and object_id<2000
    and object type='TABLE';
    • (3)、Oracle不能同时在索引根的两段寻找最大值和最小值
    set autotrace on
    select max(object_id) , min(object_id) from t;

    笛卡尔乘积写法:

    set autotrace on
    
    select max, min
    from (select max(object_id) max from t ) a ,
    (select min(object_id) min from t ) b;
    • (4)、索引最新的数据块一般是在最右边

    1.5、索引的缺点

    • 热快竞争:索引最新的数据块一般在最右边,而访问也一般是访问比较新的数据,所以容易造成热快竞争
    • 更新新增问题:索引本身是有序的,所以查询时候很快,但是更新时候就麻烦了,新增更新索引都需要保证排序

    1.6、索引失效

    索引失效分为逻辑失效和物理失效

    • 逻辑失效
      逻辑失效是因为一些sql语法导致索引失效,比如加了一些函数,而索引列不是函数索引
    • 物理失效
      物理失效是真的失效,比如被设置unusable属性,分区表的不规范操作也会导致索引失效等等情况
    alter index index_name unusable;

    二、索引分类介绍

    索引分类:BTree索引、位图索引、函数索引、反向索引、全文索引

    2.1、位图索引

    位图索引:位图索引储存的就是比特值

    环境准备,位图索引性质适用于count时,效率最高

    drop table t purge;
    create table t as select * from dba_objects;
    update t set object_id = rownum;
    commit;

    不用索引的情况:

    SQL> set autotrace on
    SQL> select count(*) from t;
    COUNT(*)
    ----------
    72016
    执行计划
    ----------------------------------------------------------
    Plan hash value: 2966233522
    -------------------------------------------------------------------
    | Id  | Operation          | Name | Rows  | Cost (%CPU)| Time     |
    -------------------------------------------------------------------
    |   0 | SELECT STATEMENT   |      |     1 |   288   (1)| 00:00:04 |
    |   1 |  SORT AGGREGATE    |      |     1 |            |          |
    |   2 |   TABLE ACCESS FULL| T    | 86565 |   288   (1)| 00:00:04 |
    -------------------------------------------------------------------
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    4  recursive calls
    0  db block gets
    1111  consistent gets
    0  physical reads
    0  redo size
    432  bytes sent via SQL*Net to client
    419  bytes received via SQL*Net from client
    2  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    1  rows processed
    SQL>

    创建位图索引:

    create bitmap index idx_bitm_t_status on t(status);

    再次查询,走位图索引查询:

    SQL> set autotrace on
    SQL> select count(*) from t;
    COUNT(*)
    ----------
    72016
    执行计划
    ----------------------------------------------------------
    Plan hash value: 4272013625
    --------------------------------------------------------------------------------
    -----------
    | Id  | Operation                     | Name              | Rows  | Cost (%CPU)|
    Time     |
    --------------------------------------------------------------------------------
    -----------
    |   0 | SELECT STATEMENT              |                   |     1 |     5   (0)|
    00:00:01 |
    |   1 |  SORT AGGREGATE               |                   |     1 |            |
    |
    |   2 |   BITMAP CONVERSION COUNT     |                   | 86565 |     5   (0)|
    00:00:01 |
    |   3 |    BITMAP INDEX FAST FULL SCAN| IDX_BITM_T_STATUS |       |            |
    |
    --------------------------------------------------------------------------------
    -----------
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    0  recursive calls
    0  db block gets
    6  consistent gets
    0  physical reads
    0  redo size
    432  bytes sent via SQL*Net to client
    419  bytes received via SQL*Net from client
    2  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    1  rows processed
    SQL>

    注意要点:

    位图索引更新列容易造成死锁,所以查询比较多列才适合建位图索引,更新比较多的列就尽量不要建索引

    1.2、函数索引

    函数索引:就是将一个函数计算的结果存储在行的列中

    环境准备:

    drop table t purge;
    create table t (id int, status varchar2(2));
    insert into t select 1,'N' from dual;
    insert into t select rownum ,'Y' from dual connect by rownum <1000;
    commit;

    不走索引的查询:

    SQL> set autotrace on
    SQL> select * from t where (case when status='N' then 'No' end)='No';
    ID STAT
    ---------- ----
    1 N
    执行计划
    ----------------------------------------------------------
    Plan hash value: 1601196873
    --------------------------------------------------------------------------
    | Id  | Operation         | Name | Rows  | Bytes | Cost (%CPU)| Time     |
    --------------------------------------------------------------------------
    |   0 | SELECT STATEMENT  |      |     1 |    16 |     3   (0)| 00:00:01 |
    |*  1 |  TABLE ACCESS FULL| T    |     1 |    16 |     3   (0)| 00:00:01 |
    --------------------------------------------------------------------------
    Predicate Information (identified by operation id):
    ---------------------------------------------------
    1 - filter(CASE "STATUS" WHEN 'N' THEN 'No' END ='No')
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    0  recursive calls
    0  db block gets
    8  consistent gets
    0  physical reads
    0  redo size
    486  bytes sent via SQL*Net to client
    419  bytes received via SQL*Net from client
    2  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    1  rows processed
    SQL>

    创建函数索引:

    create index idx_status on t (case when status ='N' then 'No' end);

    走函数索引的查询:

    SQL> select * from t where (case when status='N' then 'No' end)='No';
    ID STAT
    ---------- ----
    1 N
    执行计划
    ----------------------------------------------------------
    Plan hash value: 3908194542
    --------------------------------------------------------------------------------
    ----------
    | Id  | Operation                   | Name       | Rows  | Bytes | Cost (%CPU)|
    Time     |
    --------------------------------------------------------------------------------
    ----------
    |   0 | SELECT STATEMENT            |            |    10 |   200 |     2   (0)|
    00:00:01 |
    |   1 |  TABLE ACCESS BY INDEX ROWID| T          |    10 |   200 |     2   (0)|
    00:00:01 |
    |*  2 |   INDEX RANGE SCAN          | IDX_STATUS |     4 |       |     1   (0)|
    00:00:01 |
    --------------------------------------------------------------------------------
    ----------
    Predicate Information (identified by operation id):
    ---------------------------------------------------
    2 - access(CASE "STATUS" WHEN 'N' THEN 'No' END ='No')
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    0  recursive calls
    0  db block gets
    2  consistent gets
    0  physical reads
    0  redo size
    486  bytes sent via SQL*Net to client
    419  bytes received via SQL*Net from client
    2  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    1  rows processed
    SQL>

    注意要点:

    自定义函数时要加上deterministic 关键字,不然不能建立函数索引

    建立一个自定义函数:

    create or replace function f_addusl(i int) return int is
    begin
    return(i + 1);
    end;

    尝试建立函数索引:

    create index idx_ljb_test on t(f_addusl(id));

    提示:ORA-30553:函数不能确定

    用deterministic 关键字,就可以建立函数索引

    create or replace function f_addusl(i int) return int deterministic is
    begin
    return(i + 1);
    end;

    在自定义函数代码更新时,对应的函数索引也要重建,否则不能用到原来的函数索引

    1.3、反向索引

    反向索引:反向索引其实也是BTree索引的一种特例,不过在列中字节会反转的(反向索引是为了避免热快竞争,比如索引列中存储的列值是递增的,比如250101,250102,按照BTree索引的特性,一般是按照顺序存储在索引右边的,所以容易形成热快竞争,而反向索引可以避免这种情况,因为反向索引是这样存储的,比如101052,201052,这样列值就距离很远了,避免了热快竞争)

    反向索引不能用到范围查询

    SQL> set autotrace on
    SQL> select * from t where created=sysdate;
    未选定行
    执行计划
    ----------------------------------------------------------
    Plan hash value: 913247507
    --------------------------------------------------------------------------------
    ---------------
    | Id  | Operation                   | Name            | Rows  | Bytes | Cost (%C
    PU)| Time     |
    --------------------------------------------------------------------------------
    ---------------
    |   0 | SELECT STATEMENT            |                 |    12 |  2484 |   286
    (0)| 00:00:04 |
    |   1 |  TABLE ACCESS BY INDEX ROWID| T               |    12 |  2484 |   286
    (0)| 00:00:04 |
    |*  2 |   INDEX RANGE SCAN          | IDX_REV_CREATED |   346 |       |     1
    (0)| 00:00:01 |
    --------------------------------------------------------------------------------
    ---------------
    Predicate Information (identified by operation id):
    ---------------------------------------------------
    2 - access("CREATED"=SYSDATE@!)
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    0  recursive calls
    0  db block gets
    2  consistent gets
    0  physical reads
    0  redo size
    1191  bytes sent via SQL*Net to client
    408  bytes received via SQL*Net from client
    1  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    0  rows processed
    SQL>

    范围查询,发现不走反向索引查询

    SQL> select * from t where created>= sysdate-10 and created <= sysdate-1;
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    SYS
    ICOL$
    20
    2 TABLE                                  15-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    1
    SYS
    I_USER1
    46
    46 INDEX                                  14-6月 -19
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    4
    SYS
    CON$
    28
    28 TABLE                                  13-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    1
    SYS
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    UNDO$
    15
    15 TABLE                                  12-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    1
    SYS
    C_COBJ#
    29
    29 CLUSTER                                11-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    5
    SYS
    I_OBJ#
    3
    3 INDEX                                  10-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    4
    SYS
    PROXY_ROLE_DATA$
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    25
    25 TABLE                                  09-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    1
    SYS
    I_IND1
    41
    41 INDEX                                  08-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    4
    OWNER
    ------------------------------------------------------------
    OBJECT_NAME
    --------------------------------------------------------------------------------
    SUBOBJECT_NAME                                                OBJECT_ID
    ------------------------------------------------------------ ----------
    DATA_OBJECT_ID OBJECT_TYPE                            CREATED
    -------------- -------------------------------------- --------------
    LAST_DDL_TIME  TIMESTAMP                              STATUS         TE GE SE
    -------------- -------------------------------------- -------------- -- -- --
    NAMESPACE EDITION_NAME
    ---------- ------------------------------------------------------------
    SYS
    I_CDEF2
    54
    54 INDEX                                  07-6月 -19
    02-4月 -10     2010-04-02:13:18:38                    VALID          N  N  N
    4
    已选择9行。
    执行计划
    ----------------------------------------------------------
    Plan hash value: 1322348184
    ---------------------------------------------------------------------------
    | Id  | Operation          | Name | Rows  | Bytes | Cost (%CPU)| Time     |
    ---------------------------------------------------------------------------
    |   0 | SELECT STATEMENT   |      |    12 |  2484 |   292   (2)| 00:00:04 |
    |*  1 |  FILTER            |      |       |       |            |          |
    |*  2 |   TABLE ACCESS FULL| T    |    12 |  2484 |   292   (2)| 00:00:04 |
    ---------------------------------------------------------------------------
    Predicate Information (identified by operation id):
    ---------------------------------------------------
    1 - filter(SYSDATE@!-10<=SYSDATE@!-1)
    2 - filter("CREATED">=SYSDATE@!-10 AND "CREATED"<=SYSDATE@!-1)
    Note
    -----
    - dynamic sampling used for this statement (level=2)
    统计信息
    ----------------------------------------------------------
    5  recursive calls
    0  db block gets
    1112  consistent gets
    0  physical reads
    0  redo size
    1770  bytes sent via SQL*Net to client
    419  bytes received via SQL*Net from client
    2  SQL*Net roundtrips to/from client
    0  sorts (memory)
    0  sorts (disk)
    9  rows processed
    SQL>

    1.4、全文索引

    全文索引:所谓Oracle全文索引是通过Oracle词法分析器(lexer)将所有的表意单元term存储dr$开头的表里并存储term出现的位置、次数、hash值等等信息,Oracle提供了basic_lexer(针对英语)、chinese_vgram_lexer(汉语分析器)、chinese_lexer(新的汉语分析器)。

    • basic_lexer:是一种适用于英文的分析器,根据空格或者标点符号将词元分离,不管对于中文来说是没有空格的,所以这种分析器不适合中文
    • chinese_vgram_lexer:这是一种原先专门的中文分析器,支持所有的汉字字符集,比如zhs16gbk单点。这种分析器,分析过程是按字为单元进行分析的,举个例子,“索引本身是有序的”,按照这种分析器,会分成词元“索”、“索引”、“引本”、“本身”、“身是”、“是有”、“有序”、“序的”、“的”这些词元,然后你发现像“序的”这些词在中文中基本是不成立的,不过这种Oracle分析器本身就不认识中文,所以只能全部分析,很明显效率是不好的
    • chinese_lexer:这是一种新的中文分析器,前面提到chinese_vgram_lexer这种分析器虽然支持所有的中文字符集,但是效率不高,所以chinese_lexer是对其的改进版本,这种分析器认识很多中文词汇,能够比较快查询,提高效率,不过这种分析器只能支持utf-8字符集

    Oracle的全文索引具体可以采用通配符查找、模糊匹配、相关分类、近似查找、条件加权和词意扩充等方法

    环境准备

    drop table t purge;
    create table t as select * from dba_objects where object_name is not null;
    update t set object_name ='高兴' where rownum<=2;
    commit;
    select * from t where object_name like '%高兴%';

    设置词法分析器

    //设置词法分析器
    BEGIN
    ctx_ddl.create_preference ('lexer1', 'chinese_vgram_lexer');
    END;

    解锁ctxsys用户,同时给你的测试账号(我这里用scott)授权使用ctx_ddl

    //解锁ctxsys用户同时授权
    grant ctxapp to scott;
    alter user ctxsys account unlock;
    alter user ctxsys identified by ctxsys;
    connect ctxsys/ctxsys;
    grant execute on ctx_ddl to scott;
    connect scott/11;

    建立全文索引

    //删除全文索引
    drop index idx_content;
    //查看数据文件信息
    select * from v$datafile;
    //建立全文索引
    CREATE INDEX  idx_content ON t(object_name) indextype is ctxsys.context  parameters('lexer lexer1');

    注意要点:更新数据时候记得执行全文索引同步命令,否则将看不到更新数据

    exec ctx_ddl.sync_index('idx_content','20M');
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