the filter operator is used to select the required tuples from a relation based on a condition.
syntax
given below is the syntax of the filter operator.
grunt> relation2_name = filter relation1_name by (condition);
example
assume that we have a file named student_details.txt in the hdfs directory /pig_data/ as shown below.
student_details.txt
001,rajiv,reddy,21,9848022337,hyderabad 002,siddarth,battacharya,22,9848022338,kolkata 003,rajesh,khanna,22,9848022339,delhi 004,preethi,agarwal,21,9848022330,pune 005,trupthi,mohanthy,23,9848022336,bhuwaneshwar 006,archana,mishra,23,9848022335,chennai 007,komal,nayak,24,9848022334,trivendram 008,bharathi,nambiayar,24,9848022333,chennai
and we have loaded this file into pig with the relation name student_details as shown below.
grunt> student_details = load 'hdfs://localhost:9000/pig_data/student_details.txt' using pigstorage(',')
as (id:int, firstname:chararray, lastname:chararray, age:int, phone:chararray, city:chararray);
let us now use the filter operator to get the details of the students who belong to the city chennai.
filter_data = filter student_details by city == 'chennai';
verification
verify the relation filter_data using the dump operator as shown below.
grunt> dump filter_data;
output
it will produce the following output, displaying the contents of the relation filter_data as follows.
(6,archana,mishra,23,9848022335,chennai) (8,bharathi,nambiayar,24,9848022333,chennai)