May 26, 2021 Apache Pig
Pig Latin's UNION operator is used to merge the contents of two relationships. /b10> To perform UNION operations on two relationships, their columns and domains must be the same.
The syntax of the UNION operator is given below.
grunt> Relation_name3 = UNION Relation_name1, Relation_name2;
Suppose you have two files in the /pig_data/directory of HDFS, student_data1.txt and student_data2.txt, as shown below.
Student_data1.txt
001,Rajiv,Reddy,9848022337,Hyderabad 002,siddarth,Battacharya,9848022338,Kolkata 003,Rajesh,Khanna,9848022339,Delhi 004,Preethi,Agarwal,9848022330,Pune 005,Trupthi,Mohanthy,9848022336,Bhuwaneshwar 006,Archana,Mishra,9848022335,Chennai.
Student_data2.txt
7,Komal,Nayak,9848022334,trivendram. 8,Bharathi,Nambiayar,9848022333,Chennai.
Load the two files into pig, via relationships student1 and student2, as shown below.
grunt> student1 = LOAD 'hdfs://localhost:9000/pig_data/student_data1.txt' USING PigStorage(',') as (id:int, firstname:chararray, lastname:chararray, phone:chararray, city:chararray); grunt> student2 = LOAD 'hdfs://localhost:9000/pig_data/student_data2.txt' USING PigStorage(',') as (id:int, firstname:chararray, lastname:chararray, phone:chararray, city:chararray);
Now, let's use the UNION operation to match the contents of both relationships, as shown below.
grunt> student = UNION student1, student2;
Use the DUMP operation sub-validation relationship student, as shown below.
grunt> Dump student;
It displays the following output, showing the contents of the relationship student.
(1,Rajiv,Reddy,9848022337,Hyderabad) (2,siddarth,Battacharya,9848022338,Kolkata) (3,Rajesh,Khanna,9848022339,Delhi) (4,Preethi,Agarwal,9848022330,Pune) (5,Trupthi,Mohanthy,9848022336,Bhuwaneshwar) (6,Archana,Mishra,9848022335,Chennai) (7,Komal,Nayak,9848022334,trivendram) (8,Bharathi,Nambiayar,9848022333,Chennai)