Home Database Mysql Tutorial 8种MySQL分页方法总结

8种MySQL分页方法总结

Jun 07, 2016 pm 04:28 PM
mysql Pagination Summarize method

MySQL的分页似乎一直是个问题,有什么优化方法吗?网上看到网上推荐了一些分页方法,但似乎不太可行,你能点评一下吗? 方法1: 直接使用数据库提供的SQL语句 ---语句样式: MySQL中,可用如下方法: SELECT * FROM 表名称 LIMIT M,N。 ---适应场景: 适用于数据

MySQL的分页似乎一直是个问题,有什么优化方法吗?网上看到网上推荐了一些分页方法,但似乎不太可行,你能点评一下吗?

方法1: 直接使用数据库提供的SQL语句

---语句样式: MySQL中,可用如下方法: SELECT * FROM 表名称 LIMIT M,N。

---适应场景: 适用于数据量较少的情况(元组百/千级)。

---原因/缺点: 全表扫描,速度会很慢 且 有的数据库结果集返回不稳定(如某次返回1,2,3,另外的一次返回2,1,3)。Limit限制的是从结果集的M位置处取出N条输出,其余抛弃。

方法2: 建立主键或唯一索引, 利用索引(假设每页10条)

---语句样式: MySQL中,可用如下方法:


SELECT * FROM 表名称 WHERE id_pk > (pageNum*10) LIMIT M。


---适应场景: 适用于数据量多的情况(元组数上万)。

---原因: 索引扫描,速度会很快。有朋友提出因为数据查询出来并不是按照pk_id排序的,所以会有漏掉数据的情况,只能方法3。

方法3: 基于索引再排序

---语句样式: MySQL中,可用如下方法: SELECT * FROM 表名称 WHERE id_pk > (pageNum*10) ORDER BY id_pk ASC LIMIT M。

---适应场景: 适用于数据量多的情况(元组数上万). 最好ORDER  BY后的列对象是主键或唯一所以,使得ORDERBY操作能利用索引被消除但结果集是稳定的(稳定的含义,参见方法1)。

---原因: 索引扫描,速度会很快. 但MySQL的排序操作,只有ASC没有DESC(DESC是假的,未来会做真正的DESC,期待)。

方法4: 基于索引使用prepare(第一个问号表示pageNum,第二个?表示每页元组数)

---语句样式: MySQL中,可用如下方法:


PREPARE stmt_name FROM SELECT * FROM 表名称 WHERE id_pk > (?* ?) ORDER BY id_pk
ASC LIMIT M。


---适应场景: 大数据量。

---原因: 索引扫描,速度会很快. prepare语句又比一般的查询语句快一点。

方法5:利用MySQL支持ORDER操作可以利用索引快速定位部分元组,避免全表扫描

---比如: 读第1000到1019行元组(pk是主键/唯一键)。


---SELECT * FROM your_table WHERE pk>=1000 ORDER BY pk ASC LIMIT 0,20。


方法6: 利用"子查询/连接+索引"快速定位元组的位置,然后再读取元组. 道理同方法5

---如(id是主键/唯一键,蓝色字体时变量):

利用子查询示例:


SELECT* FROMyour_table WHEREid (SELECTid FROMyour_table ORDER
BYid descLIMIT ($page-1)*$pagesize ORDERBYid desc
LIMIT $pagesize


利用连接示例:


SELECT* FROMyour_table ASt1
JOIN(SELECTid FROMyour_table ORDERBY
id descLIMIT ($page-1)*$pagesize ASt2
WHERE
t1.id


方法7: 存储过程类(最好融合上述方法5/6)

---语句样式: 不再给出

---适应场景: 大数据量.  作者推荐的方法

---原因: 把操作封装在服务器,相对更快一些。

方法8: 反面方法

---网上有人写使用 SQL_CALC_FOUND_ROWS。 没有道理,勿模仿 。

基本上,可以推广到所有数据库,道理是一样的。但方法5未必能推广到其他数据库,推广的前提是,其他数据库支持ORDER BY操作可以利用索引直接完成排序。

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