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mapreduce's Introduction

Simple MapReduce with IBM Cloud

This is a map and reduce program that executes two types of counting words:

  • WordCount: Count the total number of words in the text file.
  • CountWords: Count the number of each word that appear in the text file.

Example diagram:

alt text

In this case, the shuffle step is not done.

Execution:

  1. First you need to have your configuration file with all the URLs in the same folder as one of the 3 execution files:
    • orchestrator.py: Executes WordCount or CountWords based on your input.
    • word_count.py: Only executes WordCount.
    • count_word.py: Only executes CountWords.
It's very important to have an entry for RabbitMQ, Cloud Object Storage (COS) and Cloud Functions
in this file in order to execute the application. 
  1. Upload the text file you want to parse to IBM Cloud Object Storage.

  2. Execute one of the three files mentioned above:

    python3 orchestrator.py (number_of_chunks) (file_name)
    
    or
    
    python3 word_count.py (number_of_chunks) (file_name)
    
    or
    
    python3 count_word.py (number_of_chunks) (file_name)
    

mapreduce's People

Contributors

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