MySQL Boolean类型的坑
MySQL中,Boolean只是 tinyint(1) 的别名,也就是说,MySQL中并没有真正的bool类型。而SQLAlchemy生成SQL的时候并没有检测到 这一点,这就导致一个问题,当使用 bool 类型作为查询条件时,用不上索引,从而导致扫表的行为:
> SELECT COUNT(*) FROM message WHERE message.is_national = 1 AND message.updated_at > '2020-01-01 00:00:00' AND message.deleted_at IS NULL;
+----------+
| COUNT(*) |
+----------+
| 0 |
+----------+
1 row in set
Time: 0.018s
> SELECT COUNT(*) FROM message WHERE message.is_national is true AND message.updated_at > '2020-01-01 00:00:00' AND message.deleted_at IS NULL;
+----------+
| COUNT(*) |
+----------+
| 0 |
+----------+
1 row in set
Time: 2.162s
注意观察第一行和第二行的时间,很明显第二行没有用上索引,我们来看看 EXPLAIN 的结果便知道了:
> EXPLAIN SELECT COUNT(*) FROM message WHERE message.is_national = 1 AND message.updated_at > '2020-01-01 00:00:00' AND message.de
leted_at IS NULL;
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
| 1 | SIMPLE | message | ref | ix_message_updated_at,idx_updated_at_is_national,ix_message_is_national | ix_message_is_national | 1 | const | 1 | Using where |
> EXPLAIN SELECT COUNT(*) FROM message WHERE message.is_national is true AND message.updated_at > '2020-01-01 00:00:00' AND messag
e.deleted_at IS NULL;
| id | select_type | table | type | possible_keys | key | key_len | ref | rows | Extra |
| 1 | SIMPLE | message | ALL | ix_message_updated_at,idx_updated_at_is_national | <null> | <null> | <null> | 一个很大的数字 | Using whe
re |
对此,我只想说,太坑了!
参考资料: