如何筛选无正常工作摄像头的道路?SQL查询问题咨询
问题:筛选无正常工作摄像头的道路
涉及数据表
表1(Cameras)
| cameraNum | roadNum | isWorking |
|---|---|---|
| 100 | 1 | TRUE |
| 101 | 1 | FALSE |
| 102 | 1 | TRUE |
| 103 | 3 | FALSE |
| 104 | 3 | FALSE |
| 105 | 7 | TRUE |
| 106 | 7 | TRUE |
| 107 | 7 | TRUE |
| 108 | 9 | FALSE |
| 109 | 9 | FALSE |
| 110 | 9 | FALSE |
表2(Road)
| roadNum | length |
|---|---|
| 1 | 90 |
| 3 | 140 |
| 7 | 110 |
| 9 | 209 |
需求说明
筛选出所有无正常工作摄像头(即该道路下所有isWorking均为FALSE)的道路,期望结果:
| roadNum | length |
|---|---|
| 3 | 140 |
| 9 | 209 |
错误尝试及问题
原SQL代码(存在字段名/表名错误,比如误用h.highwayNum,实际应为r.roadNum):
SELECT r.roadNum, r.length FROM Cameras c, Road r WHERE c.isWorking = FALSE AND h.highwayNum = c.highwayNum
这段代码仅筛选出存在isWorking为FALSE的道路,无法排除有正常工作摄像头的道路,得到错误结果:
| roadNum | length |
|---|---|
| 1 | 90 |
| 3 | 140 |
| 9 | 209 |
正确解法
方法1:使用NOT EXISTS
核心逻辑:找出Road中,不存在对应Cameras记录里isWorking = TRUE的道路,逻辑直观高效。
SELECT r.roadNum, r.length FROM Road r WHERE NOT EXISTS ( SELECT 1 FROM Cameras c WHERE c.roadNum = r.roadNum AND c.isWorking = TRUE )
方法2:使用GROUP BY + HAVING
先按道路分组,通过聚合函数验证分组内是否全为异常摄像头:
SELECT r.roadNum, r.length FROM Road r JOIN Cameras c ON r.roadNum = c.roadNum GROUP BY r.roadNum, r.length HAVING MAX(c.isWorking) = FALSE
注:若isWorking为字符串类型,可替换为SUM(CASE WHEN c.isWorking = 'TRUE' THEN 1 ELSE 0 END) = 0,确保统计不到正常工作的摄像头。
方法3:使用LEFT JOIN + 筛选NULL
先关联有正常工作摄像头的道路,再筛选关联失败的道路(即无正常摄像头的道路):
SELECT r.roadNum, r.length FROM Road r LEFT JOIN Cameras c ON r.roadNum = c.roadNum AND c.isWorking = TRUE WHERE c.roadNum IS NULL
内容的提问来源于stack exchange,提问作者tong0929
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