601_Human Traffic of Stadium
[hard]
X city built a new stadium, each day many people visit it and the stats are saved as these columns:id,date,people
Please write a query to display the records which have 3 or more consecutive rows and the amount of people more than 100(inclusive).
For example, the table stadium
:
+------+------------+-----------+
| id | date | people |
+------+------------+-----------+
| 1 | 2017-01-01 | 10 |
| 2 | 2017-01-02 | 109 |
| 3 | 2017-01-03 | 150 |
| 4 | 2017-01-04 | 99 |
| 5 | 2017-01-05 | 145 |
| 6 | 2017-01-06 | 1455 |
| 7 | 2017-01-07 | 199 |
| 8 | 2017-01-08 | 188 |
+------+------------+-----------+
For the sample data above, the output is:
+------+------------+-----------+
| id | date | people |
+------+------------+-----------+
| 5 | 2017-01-05 | 145 |
| 6 | 2017-01-06 | 1455 |
| 7 | 2017-01-07 | 199 |
| 8 | 2017-01-08 | 188 |
+------+------------+-----------+
Note: Each day only have one row record, and the dates are increasing with id increasing.
Solution 1: using self join 3 times
385 ms, 82%
SELECT DISTINCT s1.*
FROM stadium AS s1, stadium AS s2, stadium AS s3
WHERE s1.people >= 100 and s2.people >= 100 and s3.people >= 100
AND
(
(s1.id - s2.id = 1 AND s1.id - s3.id = 2 ) -- for rows in first place
OR
(s2.id - s1.id = 1 AND s2.id - s3.id = 2 ) -- for rows in second place
OR
(s3.id - s2.id = 1 AND s2.id - s1.id =1 ) -- for rows in third place
)
ORDER BY s1.id
;
Solution 2: using self join 5 times
SELECT t.*
FROM stadium t
LEFT JOIN stadium p1 ON t.id - 1 = p1.id
LEFT JOIN stadium p2 ON t.id - 2 = p2.id
LEFT JOIN stadium n1 ON t.id + 1 = n1.id
LEFT JOIN stadium n2 ON t.id + 2 = n2.id
WHERE (t.people >= 100 AND p1.people >= 100 AND p2.people >= 100)
OR (t.people >= 100 AND n1.people >= 100 AND n2.people >= 100)
OR (t.people >= 100 AND n1.people >= 100 AND p1.people >= 100)
ORDER BY id;
Solution 3: using UNION
386 ms, 82%
SELECT id, date, people
FROM (
SELECT s1.id AS id, s1.date AS date, s1.people AS people
FROM stadium AS s1
JOIN stadium AS s2 ON s2.id - s1.id = 1
JOIN stadium AS s3 ON s3.id - s2.id = 1
WHERE s1.people >= 100 AND s2.people >= 100 AND s3.people >= 100
) AS New
UNION
SELECT id, date, people
FROM (
SELECT s2.id AS id, s2.date AS date, s2.people AS people
FROM stadium AS s1
JOIN stadium AS s2 ON s2.id - s1.id = 1
JOIN stadium AS s3 ON s3.id - s2.id = 1
WHERE s1.people >= 100 AND s2.people >= 100 AND s3.people >= 100
) AS New
UNION
SELECT id, date, people
FROM (
SELECT s3.id AS id, s3.date AS date, s3.people AS people
FROM stadium AS s1
JOIN stadium AS s2 ON s2.id - s1.id = 1
JOIN stadium AS s3 ON s3.id - s2.id = 1
WHERE s1.people >= 100 AND s2.people >= 100 AND s3.people >= 100
) AS New
ORDER BY id
;
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