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Usage:

  • modify main_config.json and json profiles to your liking
  • run 'python create_pickles.py ' (number of years be consistent with number of years in the profiles, which is 3 by default)
  • install fake-factory (tarball included) and numpy. you can use pip install <package> or unzip the package tarballs and run python setup.py build; python setup.py install in the package directory.
  • to test usage, run 'python EXECUTE.py' for to generate 1 customer's transactions
  • to create a dataset trans_fact.csv, run 'sh GENERATE_DATASET.sh N' where N is the desired number of customers