02 key concept
本章提要
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术语, 选择性与基数, 软解析与硬解析, 绑定变量, 扩展的游标共享
SQL语句生命周期, 特别关注解析部分
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选择性和基数
选择性: 操作比例, 比如一个表中有120条记录, 通过条件过滤后, 剩下18条, 选择性就是0.15(18/120)
基数 : 就是一个表中一共的记录, 例如上例中 120
游标的生命周期
打开游标, 系统会在于这个会话相关的服务器进程的服务器端私有内存中为这个游标分配一个内存结构, 也就是用户全局区
UGA, 注意, SQL 语句与游标还没有关联.
解析游标, 有1条SQL语句与这个游标关联, 解析后内容会加载到share pool的library cache中, UGA中的结构会被更新, 以
保存指向这个共享游标在library cache中的位置.
定义输出变量, 如果SQL语句返回数据, 必须先定义接受数据的变量
绑定输入变量, 如果SQL语句使用绑定变量, 必须提供它们的值.
执行游标, 执行这个SQL语句
获取游标, 如果SQL语句返回数据, 这一步接收这些数据.
关闭游标, 释放UGA中的与这个游标有关的资源, 在library cache中的共享游标不会被清除, 以期待被重新使用.
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" alt="" />
解析过程
1) 包含VPD的约束条件, 安全相关
2) 语法, 语义以及访问权限检查
3) 将父游标保存到library cache中
4) 逻辑优化, 会生成语义等同的新的SQL语句
5) 物理优化, 根据逻辑优化中生成的新的SQL语句产生执行计划, 找到最有效的.
6) 将子游标保存到library cache中
当共享游标与子游标都可用, 对应的解析被称为软解析, 而当所有的操作都需要执行的时候, 被称为硬解析.
共享游标
解析操作的结果是将一个父游标与子游标保存到 library cache中, 很明显, 将它们保存到共享内存区域的目的是为了重用
它们, 从而避免硬解析.
父游标的限制: 父游标 SQL 文本必须完全一致, 才可以被共享. 包括大小写, 空格等.
子游标的限制: (当前执行的SQL), 就是你所处的环境要与父游标一致, 比如, 你修改了参数 optimizer_mode
一般情况下, 是父游标的SQL语句发生变化的情况多, 比如没有使用绑定变量, 至于子游标的环境, 很少.
绑定变量
使用绑定变量, 优点很多, 这里说说缺点,
where 子句中, 会有一些至关重要的信息对查询优化器不可见, 例如 select count(pad) from t where id < 990;
没有使用绑定变量, 在EXPLAIN中, 可以很明显的看到rows是990, 但是, 只要使用绑定变量, 查询优化器都会忽略它们的
具体指. 也可以使用绑定变量窥测技术来实现, 参考如下代码:
variable id number execute :id := 990; select count(pad) from t where id < :id; -- 这样, 优化器会显示出对应的where条件的值, 此处为990
-------------------------------------------
| Id | Operation | Name | Rows |
-------------------------------------------
| 0 | SELECT STATEMENT | | |
| 1 | SORT AGGREGATE | | 1 |
| 2 | TABLE ACCESS FULL| T | 990 |
-------------------------------------------
2-1
扩展游标共享
扩展游标共享的目的是 在重用一个已经存在的但是会导致执行效率低下的游标时能够自动进行识别.
通过 v$sql, 11g 以后才有... 以下字段
is_bind_sensitive(绑定是否敏感), 执行计划是否以来窥测到的值, 如果是, 设置Y, 否则设置N
is_bind_aware(是否绑定可知), 如果 Y, 表示这个游标被共享, N, 表示这个游标已经被废弃.
is_shareable(是否可共享), 表明游标是否被共享.
SELECT child_number, is_bind_sensitive, is_bind_aware, is_shareable
FROM v$sql
WHERE sql_id = '7h6n1xkn8trkd'
ORDER BY child_number;
另外, v$sql_cs_statistics, v$sql_cs_selectivity 和 v$sql_cs_histogram 可用来进一步分析.
读写数据块
逻辑读(logical read): 当服务器进程访问到高速缓存(buffer cache)中的一个数据块的时候, 就执行了一次逻辑读.(读写)
物理读(pysical read): 当服务器进程访问高速缓存不存在的数据块时产生一次物理读, 相应的, 它需要打开数据文件,
读这个数据块, 并且将数据块存放到高速缓存中.
物理写(pysical write): 服务器进程不进行物理写, 它们只会在高速缓存中修改数据块, 接着, 数据库写进程dbwr负责
将修改过的数据块(也被称为脏数据块)写到数据文件中
直接读(direct read): 在一些特殊情况下, 服务器进程可以直接从数据文件读取数据块, 数据块不会被加载到高速缓存,
而是直接加载到服务器进程的私有内存中.
直接写(direct write): 在一些特殊情况下, 服务器进程可以直接向数据文件中写入数据块.
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