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Hive中行列转换
2015-11-21 01:43:22 来源: 作者: 【 】 浏览:0
Tags:Hive 行列 转换
1、演示多列转为单行
数据文件及内容: student.txt
xiaoming|english|92.0
xiaoming|chinese|98.0
xiaoming|math|89.5
huahua|chinese|80.0
huahua|math|89.5

创建表studnet:
create table student(name string,subject string,score decimal(4,1))
row format delimited
fields terminated by '|';

导入数据:
load data local inpath '/home/hadoop/hivetestdata/student.txt' into table student;


列转为行演示:
hive (hive)> select name,concat_ws(',',collect_set(subject)) from student group by name;
huahua chinese,math
xiaoming english,chinese,math


hive (hive)> select name,concat_ws(',',collect_set(concat(subject,'=',score))) from student group by name;
huahua chinese=80,math=89.5
xiaoming english=92,chinese=98,math=89.5


2、演示单行转为多列
数据文件及内容:student2.txt
huahua|chinese=80,math=89.5
xiaoming|english=92,chinese=98,math=89.5

创建表:
create table student2(name string,subject_score_list string)
row format delimited

fields terminated by '|';

导入数据:

load data local inpath '/home/hadoop/hivetestdata/student2.txt' into table student2;

行转为列演示:
hive (hive)> select * from student2;
student2.name student2.subject_score_list
huahua chinese=80,math=89.5
xiaoming english=92,chinese=98,math=89.5


hive (hive)> select name, subject_list from student2 stu2 lateral view explode(split(stu2.subject_score_list,','))stu_subj as subject_list; ----别名一定不要忘记
huahua chinese=80
huahua math=89.5
xiaoming english=92
xiaoming chinese=98
xiaoming math=89.5

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