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Apache Pig - COUNT()
The COUNT() function of Pig Latin is used to get the number of elements in a bag. While counting the number of tuples in a bag, the COUNT() function ignores (will not count) the tuples having a NULL value in the FIRST FIELD.
Note −
To get the global count value (total number of tuples in a bag), we need to perform a Group All operation, and calculate the count value using the COUNT() function.
To get the count value of a group (Number of tuples in a group), we need to group it using the Group By operator and proceed with the count function.
Syntax
Given below is the syntax of the COUNT() function.
grunt> COUNT(expression)
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,89 002,siddarth,Battacharya,22,9848022338,Kolkata,78 003,Rajesh,Khanna,22,9848022339,Delhi,90 004,Preethi,Agarwal,21,9848022330,Pune,93 005,Trupthi,Mohanthy,23,9848022336,Bhuwaneshwar,75 006,Archana,Mishra,23,9848022335,Chennai,87 007,Komal,Nayak,24,9848022334,trivendram,83 008,Bharathi,Nambiayar,24,9848022333,Chennai,72
And we have loaded this file into Pig with the relation named 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, gpa:int);
Calculating the Number of Tuples
We can use the built-in function COUNT() (case sensitive) to calculate the number of tuples in a relation. Let us group the relation student_details using the Group All operator, and store the result in the relation named student_group_all as shown below.
grunt> student_group_all = Group student_details All;
It will produce a relation as shown below.
grunt> Dump student_group_all; (all,{(8,Bharathi,Nambiayar,24,9848022333,Chennai,72), (7,Komal,Nayak,24,9848022 334,trivendram,83), (6,Archana,Mishra,23,9848022335,Chennai,87), (5,Trupthi,Mohan thy,23,9848022336,Bhuwaneshwar,75), (4,Preethi,Agarwal,21,9848022330,Pune,93), (3 ,Rajesh,Khanna,22,9848022339,Delhi,90), (2,siddarth,Battacharya,22,9848022338,Ko lkata,78), (1,Rajiv,Reddy,21,9848022337,Hyderabad,89)})
Let us now calculate number of tuples/records in the relation.
grunt> student_count = foreach student_group_all Generate COUNT(student_details.gpa);
Verification
Verify the relation student_count using the DUMP operator as shown below.
grunt> Dump student_count;
Output
It will produce the following output, displaying the contents of the relation student_count.
8