Apache Pig bagtostring example

posted on Nov 20th, 2016

Apache Pig

Apache Pig is a high-level platform for creating programs that run on Apache Hadoop. The language for this platform is called Pig Latin. Pig can execute its Hadoop jobs in MapReduce, Apache Tez, or Apache Spark. Pig Latin abstracts the programming from the Java MapReduce idiom into a notation which makes MapReduce programming high level, similar to that of SQL for RDBMSs. Pig Latin can be extended using User Defined Functions (UDFs) which the user can write in Java, Python, JavaScript, Ruby or Groovy and then call directly from the language.

Pre Requirements

1) A machine with Ubuntu 14.04 LTS operating system

2) Apache Hadoop 2.6.4 pre installed (How to install Hadoop on Ubuntu 14.04)

3) Apache Pig pre installed (How to install Pig on Ubuntu 14.04)

Pig BagToString Example

The Pig Latin BagToString() function is used to concatenate the elements of a bag into a string. While concatenating, we can place a delimiter between these values (optional).

Step 1 - Change the directory to /usr/local/pig/bin

$ cd /usr/local/pig/bin

Step 2 - Enter into grunt shell in MapReduce mode.

$ ./pig -x mapreduce

Step 3 - Create a dob.txt file.


Step 4 - Add these following lines to dob.txt file. Save and close.


Step 5 - Copy dob.txt from local file system to HDFS. In my case, the dob.txt file are stored in /home/hduser/Desktop/PIG/ directory.

$ hdfs dfs -copyFromLocal /home/hduser/Desktop/PIG/dob.txt /user/hduser/pig/

Step 6 - Load dob data.

dob = LOAD 'hdfs://localhost:9000/user/hduser/pig/dob.txt' USING
PigStorage(',')as (day:int, month:int, year:int);

Step 7 - Bag To String.

group_dob = Group dob all;

Dump group_dob;

dob_string = foreach group_dob Generate BagToString(dob);

Dump dob_string;

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Labels : Pig Installation   Pig Execution Mechanism   Pig GRUNT Shell Usage   Pig Load and Store Operations   Pig Diagnostic Operators   Pig Group Example   Pig Join Example   Pig Cross Example   Pig Union Example   Pig Split Example   Pig Filter Example   Pig Distinct Example   Pig Foreach Example   Pig OrderBy Example   Limit Example   Pig Eval Functions Example   Pig Concat Example   Pig Tokenize Example   Pig UDF's Java Example   Pig SCRIPT