Reputation: 117
I have below user data structure in apache hadoop
21796346,83637,2990666,1,2,false,0,0
21827841,15748,8754621,1,7,true,0,1
First 4 digits of the 1st field represent the user type. 2nd field represents the department type.
I would like to query the number of user types in each department. SQL statement is below
select dept_id, substr(User_Id,1,4) as user_type, count(*) as number_of_users from users group by dept_id,substr(User_Id,1,4)
I could not figure out how to define substr function in pig.
Upvotes: 3
Views: 6398
Reputation: 81
You could youse SUBSTRING in PIG
A = LOAD 'DATA' USING PigStorage(';') AS (User_Id, var1, var2, var3, var4, var5, var6, var7);
B = GROUP A By SUBSTRING(User_Id,1,4);
C = FOREACH B GENERATE group as user_typeX, COUNT(A) as number_of_users_with_the_same_user_typeX;
To get the number of all users you could GROUP BY ALL.
Upvotes: 3