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:


更多文章
  • Golang gRPC 错误处理
  • 编写可维护的单元测试代码
  • OAuth 2 详解(六):Authorization Code Flow with PKCE
  • OAuth 2 详解(五):Device Authorization Flow
  • OAuth 2 详解(三):Resource Owner Password Credentials Grant
  • OAuth 2 详解(四):Client Credentials Flow
  • OAuth 2 详解(二):Implict Grant Flow
  • OAuth 2 详解(一):简介及 Authorization Code 模式
  • ElasticSearch 学习笔记
  • 三种git流程以及发版模型
  • 错误处理实践
  • 权限模型(RBAC/ABAC)
  • OIDC(OpenID Connect) 简介
  • 任务队列简介
  • 使用Drone CI构建CI/CD系统