The FILTER operator is used to select the required tuples from a relation based on a condition.
Syntax
Given below is the syntax of theFILTERoperator.
grunt
>
Relation2_name = FILTER Relation1_name BY (condition);
Example
Assume that we have a file namedstudent_details.txtin 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 namestudent_detailsas 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 relationfilter_dataas follows.
(6,Archana,Mishra,23,9848022335,Chennai)
(8,Bharathi,Nambiayar,24,9848022333,Chennai)