Spark專案實戰從0到1之(15)hive實現連續三個月學生成績都為A的記錄
阿新 • • 發佈:2020-09-09
1.資料 s1,201801,A s1,201802,A s1,201803,C s1,201804,A s1,201805,A s1,201806,A s2,201801,A s2,201802,B s2,201803,C s2,201804,A s2,201805,D s2,201806,A s3,201801,C s3,201802,A s3,201803,A s3,201804,A s3,201805,B s3,201806,A 2.建表 create table if not exists student(name string,month string,degree string) row format delimited fields terminatedby ',' ; load data local inpath '/root/stu.txt' into table student; 3.現要查詢表中連續三個月以上degree均為A的記錄? select a1.name, a1.month, a1.degree from ( select name, month, degree, sum(if(degree = 'A', 1, 0)) OVER(PARTITION BY name ORDER BY month ROWS BETWEEN 2 PRECEDING ANDCURRENT ROW) AS score1, sum(if(degree = 'A', 1, 0)) OVER(PARTITION BY name ORDER BY month ROWS BETWEEN 1 PRECEDING AND 1 following) AS score2, sum(if(degree = 'A', 1, 0)) OVER(PARTITION BY name ORDER BY month ROWS BETWEEN CURRENT ROW AND 2 following) AS score3 from student ) as a1where a1.score1 = 3 or a1.score2 = 3 or a1.score3 = 3 結果: s1 201804 A s1 201805 A s1 201806 A s3 201802 A s3 201803 A s3 201804 A