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mysql - sql 最佳化問題,between比in好?

看到網路上的資料說:

in 和 not in 也要慎用,否则会导致全表扫描,如:

select id from t where num in(1,2,3)

对于连续的数值,能用 between 就不要用 in 了:

select id from t where num between 1 and 3
phpcn_u1582phpcn_u15822710 天前795

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  • 阿神

    阿神2017-05-18 10:58:50

    連續數值當然between好了 減少解析 且in的範圍預設超過一定數目就會走全表 9個還是多少忘了

    針對樓下評論再補充一下答案:
    in走全表是分情況的,上面的解答只是憑記憶大概說了一下,樓下小伙伴比較認真,這裡就再解釋一下,這個不是個數而應該是個比例,大概25%-35%左右,你要再問到底多少不好意思水平有限不讀源碼沒辦法確認。然後這個30左右的比例也並不是說一定走全表掃描,因為mysql還有一個索引掃描,就是說如果select的內容在你的索引裡面就能找到的話當然不會去掃全表了,比如下面的例子中select id from ttt where id in (..);和select * from ttt where id in (...);前面這個肯定是走主鍵掃描,即使你in了所有id值他也是走主鍵,而後面的情況就是這種百分比的情況了,具體看下面示例,歡迎指正^_^
    額,然後還想說一下between的情況,為什麼好是因為除了索引段上連續訪問減少解析以外,還有一個情況就是在磁碟尋址檢索資料的時候,會預設讀取第一次取值附近的部分資料(有這麼一個機率演算法說的是當一個資料被檢索到的時候,他附近的資料也很大機率會被用到)所以就有了這麼一個一次性取出冗餘資料避免多次尋址的情況,這時候使用between的連續取值就正適用了

    mysql> select * from ttt;
    +----+-------------------+
    | id | name              |
    +----+-------------------+
    |  1 | I17021234001      |
    |  2 | IC17031234002     |
    |  3 | C17041234003      |
    |  4 | IAsEw1234001      |
    |  5 | I17021234001A2    |
    |  6 | IC17031234002A2   |
    |  7 | C17041234003A2    |
    |  8 | IAsEw1234001A2    |
    |  9 | I17021234001A2    |
    | 10 | IC17031234002A2   |
    | 11 | C17041234003A2    |
    | 12 | IAsEw1234001A2    |
    | 13 | I17021234001A2A2  |
    | 14 | IC17031234002A2A2 |
    | 15 | C17041234003A2A2  |
    | 16 | IAsEw1234001A2A2  |
    | 17 | I17021234001A2    |
    | 18 | IC17031234002A2   |
    | 19 | C17041234003A2    |
    | 20 | IAsEw1234001A2    |
    +----+-------------------+
    20 rows in set (0.00 sec)
    
    mysql> show create table ttt;
    +-------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | Table | Create Table                                                                                                                                                             |
    +-------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    | ttt   | CREATE TABLE `ttt` (
      `id` int(11) NOT NULL AUTO_INCREMENT,
      `name` char(32) DEFAULT NULL,
      PRIMARY KEY (`id`)
    ) ENGINE=InnoDB AUTO_INCREMENT=32 DEFAULT CHARSET=utf8 |
    +-------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+
    1 row in set (0.00 sec)
    
    mysql> explain select * from ttt where id in (1,2,3,4,5,6);
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    | id | select_type | table | type | possible_keys | key  | key_len | ref  | rows | Extra       |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    |  1 | SIMPLE      | ttt   | ALL  | PRIMARY       | NULL | NULL    | NULL |   20 | Using where |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    1 row in set (0.00 sec)
    
    mysql> explain select * from ttt where id in (1,2,3,4,5);
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    | id | select_type | table | type  | possible_keys | key     | key_len | ref  | rows | Extra       |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    |  1 | SIMPLE      | ttt   | range | PRIMARY       | PRIMARY | 4       | NULL |    5 | Using where |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    1 row in set (0.00 sec)
    
    mysql> explain select * from ttt where id in (1,2,3);
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    | id | select_type | table | type  | possible_keys | key     | key_len | ref  | rows | Extra       |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    |  1 | SIMPLE      | ttt   | range | PRIMARY       | PRIMARY | 4       | NULL |    3 | Using where |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+-------------+
    1 row in set (0.00 sec)
    
    mysql> explain select * from ttt where id in (1,2,3,4,5,6,7);
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    | id | select_type | table | type | possible_keys | key  | key_len | ref  | rows | Extra       |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    |  1 | SIMPLE      | ttt   | ALL  | PRIMARY       | NULL | NULL    | NULL |   20 | Using where |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    1 row in set (0.00 sec)
    
    mysql> explain select id from ttt where id in (1,2,3,4,5,6,7);
    +----+-------------+-------+-------+---------------+---------+---------+------+------+--------------------------+
    | id | select_type | table | type  | possible_keys | key     | key_len | ref  | rows | Extra                    |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+--------------------------+
    |  1 | SIMPLE      | ttt   | index | PRIMARY       | PRIMARY | 4       | NULL |   20 | Using where; Using index |
    +----+-------------+-------+-------+---------------+---------+---------+------+------+--------------------------+
    1 row in set (0.00 sec)
    
    mysql> explain select name from ttt where id in (1,2,3,4,5,6,7);
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    | id | select_type | table | type | possible_keys | key  | key_len | ref  | rows | Extra       |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    |  1 | SIMPLE      | ttt   | ALL  | PRIMARY       | NULL | NULL    | NULL |   20 | Using where |
    +----+-------------+-------+------+---------------+------+---------+------+------+-------------+
    1 row in set (0.00 sec)

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  • 阿神

    阿神2017-05-18 10:58:50

    根據資料庫中B樹索引的儲存結構,在葉節點儲存指向資料的實體位址,而這個物理位址當存在聚集索引時是有序的。

    如果是连续数值,between在找到第一个匹配值后,则直接从该地址往后搜索,直到最后一个元素为止。这样就不会对后续值进行索引扫描,因此速度快了。
    
    对于in操作,不大清楚,但是估计应该会对全索引进行扫描吧。

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  • PHP中文网

    PHP中文网2017-05-18 10:58:50

    EXPLAIN mysql 语句 看下輸出

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  • 淡淡烟草味

    淡淡烟草味2017-05-18 10:58:50

    使用between時只需要匹配上下界,故而會快一點;in每個都要看一遍,會造成全表掃描。

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