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  • (五)MySQL两表索引优化

    建表语句

    CREATE TABLE IF NOT EXISTS `class`(
    `id` INT(10) UNSIGNED NOT NULL AUTO_INCREMENT,
    `card` INT(10) UNSIGNED NOT NULL,
    PRIMARY KEY(`id`)
    );
    
    CREATE TABLE IF NOT EXISTS `book`(
    `bookid` INT(10) UNSIGNED NOT NULL AUTO_INCREMENT,
    `card` INT(10) UNSIGNED NOT NULL,
    PRIMARY KEY(`bookid`)
    );
    
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    INSERT INTO class(card) VALUES(FLOOR(1 + (RAND() * 20)));
    

    使用explain对sql进行检查

    mysql> explain SELECT * FROM class LEFT JOIN book ON class.card = book.card; 
    +----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+----------------------------------------------------+
    | id | select_type | table | partitions | type | possible_keys | key  | key_len | ref  | rows | filtered | Extra                                              |
    +----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+----------------------------------------------------+
    |  1 | SIMPLE      | class | NULL       | ALL  | NULL          | NULL | NULL    | NULL |   24 |   100.00 | NULL                                               |
    |  1 | SIMPLE      | book  | NULL       | ALL  | NULL          | NULL | NULL    | NULL |    1 |   100.00 | Using where; Using join buffer (Block Nested Loop) |
    +----+-------------+-------+------------+------+---------------+------+---------+------+------+----------+----------------------------------------------------+
    2 rows in set, 1 warning (0.00 sec)
    
    • 可以看到type都为all(执行全表查询)
    • 使用了join缓冲区(其使用的算法为Block Nested-Loop(BNL))

    添加索引
    1.对book表的card属性添加索引

    alter table `book` add index Y(`card`);
    

    2.再次用explain查看之前的sql

    mysql> explain SELECT * FROM class LEFT JOIN book ON class.card = book.card;
    +----+-------------+-------+------------+------+---------------+------+---------+-----------------+------+----------+-------------+
    | id | select_type | table | partitions | type | possible_keys | key  | key_len | ref             | rows | filtered | Extra       |
    +----+-------------+-------+------------+------+---------------+------+---------+-----------------+------+----------+-------------+
    |  1 | SIMPLE      | class | NULL       | ALL  | NULL          | NULL | NULL    | NULL            |   24 |   100.00 | NULL        |
    |  1 | SIMPLE      | book  | NULL       | ref  | Y             | Y    | 4       | test.class.card |    1 |   100.00 | Using index |
    +----+-------------+-------+------------+------+---------------+------+---------+-----------------+------+----------+-------------+
    2 rows in set, 1 warning (0.00 sec)
    
    • 可以看到book表的type优化为了type, 且extra变为了using index, 不会再使用缓冲区了。

    3.对class表的card属性添加索引

    alter table `class` add index Y(`card`);
    

    4.再次用explain查看之前的sql

    mysql> explain SELECT * FROM class LEFT JOIN book ON class.card = book.card;
    +----+-------------+-------+------------+-------+---------------+------+---------+-----------------+------+----------+-------------+
    | id | select_type | table | partitions | type  | possible_keys | key  | key_len | ref             | rows | filtered | Extra       |
    +----+-------------+-------+------------+-------+---------------+------+---------+-----------------+------+----------+-------------+
    |  1 | SIMPLE      | class | NULL       | index | NULL          | Y    | 4       | NULL            |   24 |   100.00 | Using index |
    |  1 | SIMPLE      | book  | NULL       | ref   | Y             | Y    | 4       | test.class.card |    1 |   100.00 | Using index |
    +----+-------------+-------+------------+-------+---------------+------+---------+-----------------+------+----------+-------------+
    2 rows in set, 1 warning (0.00 sec)
    
    • 可以看到type变为了index, ref 而 extra 都变为了Using index

    可以得出的结论

    • 左连接时, 对右表建索引进行优化更重要(左表都保留, 必然全表扫描)
    • 右连接时, 对左表建索引进行优化更重要(右表都保留, 必然全表扫描)

    转载:https://www.cnblogs.com/ronnieyuan/p/12160863.html

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  • 原文地址:https://www.cnblogs.com/everyingo/p/13892243.html
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