MySQL分類排名和分組TOP N實例詳解
表結(jié)構(gòu)
學(xué)生表如下:
CREATE TABLE `t_student` ( `id` int NOT NULL AUTO_INCREMENT, `t_id` int DEFAULT NULL COMMENT '學(xué)科id', `score` int DEFAULT NULL COMMENT '分?jǐn)?shù)', PRIMARY KEY (`id`) );
數(shù)據(jù)如下:
題目一:獲取每個科目下前五成績排名(允許并列)
允許并列情況可能存在如4、5名成績并列情況,會導(dǎo)致取前4名得出5條數(shù)據(jù),取前5名也是5條數(shù)據(jù)。
SELECT s1.* FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score < s2.score GROUP BY s1.id HAVING COUNT( s2.id ) < 5 ORDER BY s1.t_id, s1.score DESC
ps:取前4名時
分析:
1.自身左外連接,得到所有的左邊值小于右邊值的集合。以t_id=1時舉例,24有5個成績大于他的(74、64、54、44、34),是第6名,34只有4個成績大于他的,是第5名......74沒有大于他的,是第一名。
SELECT * FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score < s2.score
2. 把總結(jié)的規(guī)律轉(zhuǎn)換成SQL表示出來,就是group by 每個student 的 id(s1.id),Having統(tǒng)計這個id下面有多少個比他大的值(s2.id)
SELECT s1.* FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score < s2.score GROUP BY s1.id HAVING COUNT( s2.id ) < 5
3. 最后根據(jù) t_id 分類,score 倒序排序即可。
題目二:獲取每個科目下最后兩名學(xué)生的成績平均值
取最后兩名成績
SELECT s1.* FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score GROUP BY s1.id HAVING COUNT( s1.id )< 2 ORDER BY s1.t_id, s1.score
并列存在情況下可能導(dǎo)致篩選出的同一t_id 下結(jié)果條數(shù)大于2條,但題目要求是取最后兩名的平均值,多條平均后還是本身,故不必再對其處理,可以滿足題目要求。
分組求平均值:
SELECT t_id,AVG(score) FROM ( SELECT s1.* FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score GROUP BY s1.id HAVING COUNT( s1.id )< 2 ORDER BY s1.t_id, s1.score ) tt GROUP BY t_id
結(jié)果:
分析:
1. 查詢出所有t1.score>t2.score 的記錄
SELECT s1.*,s2.* FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score
2. group by s.id 去重,having 計數(shù)取2條
3. group by t_id 分別取各自學(xué)科的然后avg取均值
題目三:獲取每個科目下前五成績排名(不允許并列)
SELECT * FROM ( SELECT s1.*, @rownum := @rownum + 1 AS num_tmp, @incrnum := CASE WHEN @rowtotal = s1.score THEN @incrnum WHEN @rowtotal := s1.score THEN @rownum END AS rownum FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score, ( SELECT @rownum := 0, @rowtotal := NULL, @incrnum := 0 ) AS it GROUP BY s1.id ORDER BY s1.t_id, s1.score DESC ) tt GROUP BY t_id, score, rownum HAVING COUNT( rownum )< 5
分析:
1.引入輔助參數(shù)
SELECT s1.*, @rownum := @rownum + 1 AS num_tmp, @incrnum := CASE WHEN @rowtotal = s1.score THEN @incrnum WHEN @rowtotal := s1.score THEN @rownum END AS rownum FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score, ( SELECT @rownum := 0, @rowtotal := NULL, @incrnum := 0 ) AS it
2.去除重復(fù)s1.id,分組排序
SELECT s1.*, @rownum := @rownum + 1 AS num_tmp, @incrnum := CASE WHEN @rowtotal = s1.score THEN @incrnum WHEN @rowtotal := s1.score THEN @rownum END AS rownum FROM student s1 LEFT JOIN student s2 ON s1.t_id = s2.t_id AND s1.score > s2.score, ( SELECT @rownum := 0, @rowtotal := NULL, @incrnum := 0 ) AS it GROUP BY s1.id ORDER BY s1.t_id, s1.score DESC
3.GROUP BY t_id, score, rownum 然后 HAVING 取前5條不重復(fù)的
總結(jié)
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