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BCG-Analytics

About

This Spark Job is designed to support 8 Analytics query pattern against 6 given tables

  • CHARGES
  • DAMAGES
  • ENDORSE
  • PRIMARYPERSON
  • RESTRICT
  • UNITS

Hierarchy

  • MODEL (6 files each specific for reading data from 1 file type)
  • RESOURCES (6 sample input csv files)
  • OUTPUT (data from 8 analytics query saved in output)
  • IMAGES (output of 8 query captured in snippet )
  • main.py (Driver process to execute Spark Job)

The application includes functionality, to update input and output filepath using configs file :

  1. Load data

    1. Update source_data_path in config.json {Default-> resources}
  2. Export data

    1. The data can be exported in CSV format
    2. Update output_data_path in config.json {Default-> output}

How to use

  1. All the dependency are included as zip files
  2. Make data_reader as sources root
  3. python3 main.py

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