import sys import os sys.path.insert(0, '../../') import ACDCDataManipulator as acdc def generate_source(dataset_name, filename): if not os.path.isfile(filename + '_source.csv'): acdc.generate_csv_from_dataset(dataset_name, 5, True, False, 1) os.rename('source.csv', filename + '_source.csv') def generate_target(dataset_name, filename): if not os.path.isfile(filename + '_target.csv'): acdc.generate_csv_from_dataset(dataset_name, 7, False, False, 1) os.rename('target.csv', filename + '_target.csv') def generate_source_and_target(source_dataset, target_dataset, filename): generate_source(source_dataset, filename) generate_target(target_dataset, filename) filename = 'usps_mnist' generate_source_and_target('usps-16','mnist-16',filename) filename = 'mnist_usps' generate_source_and_target('mnist-28','usps-28',filename) filename = 'amazon_review_beauty_luxury' generate_source_and_target('amazon-review-all-beauty','amazon-review-luxury-beauty',filename) filename = 'amazon_review_beauty_magazine' generate_source_and_target('amazon-review-all-beauty','amazon-review-magazine-subscription',filename) filename = 'amazon_review_beauty_books' generate_source_and_target('amazon-review-all-beauty','amazon-review-books',filename) filename = 'amazon_review_beauty_industrial' generate_source_and_target('amazon-review-all-beauty','amazon-review-industrial-scientific',filename) filename = 'amazon_review_luxury_beauty' generate_source_and_target('amazon-review-luxury-beauty','amazon-review-all-beauty',filename) filename = 'amazon_review_luxury_magazine' generate_source_and_target('amazon-review-luxury-beauty','amazon-review-magazine-subscription',filename) filename = 'amazon_review_luxury_books' generate_source_and_target('amazon-review-luxury-beauty','amazon-review-books',filename) filename = 'amazon_review_luxury_industrial' generate_source_and_target('amazon-review-luxury-beauty','amazon-review-industrial-scientific',filename) filename = 'amazon_review_books_beauty' generate_source_and_target('amazon-review-books','amazon-review-all-beauty',filename) filename = 'amazon_review_books_luxury' generate_source_and_target('amazon-review-books','amazon-review-luxury-beauty',filename) filename = 'amazon_review_books_magazine' generate_source_and_target('amazon-review-books','amazon-review-magazine-subscription',filename) filename = 'amazon_review_books_industrial' generate_source_and_target('amazon-review-books','amazon-review-industrial-scientific',filename) filename = 'amazon_review_industrial_beauty' generate_source_and_target('amazon-review-industrial-scientific','amazon-review-all-beauty',filename) filename = 'amazon_review_industrial_luxury' generate_source_and_target('amazon-review-industrial-scientific','amazon-review-luxury-beauty',filename) filename = 'amazon_review_industrial_magazine' generate_source_and_target('amazon-review-industrial-scientific','amazon-review-magazine-subscription',filename) filename = 'amazon_review_industrial_books' generate_source_and_target('amazon-review-industrial-scientific','amazon-review-books',filename) filename = 'amazon_review_magazine_beauty' generate_source_and_target('amazon-review-magazine-subscription','amazon-review-all-beauty',filename) filename = 'amazon_review_magazine_luxury' generate_source_and_target('amazon-review-magazine-subscription','amazon-review-luxury-beauty',filename) filename = 'amazon_review_magazine_industrial' generate_source_and_target('amazon-review-magazine-subscription','amazon-review-industrial-scientific',filename) filename = 'amazon_review_magazine_books' generate_source_and_target('amazon-review-magazine-subscription','amazon-review-books',filename)