# coding:utf-8 from datetime import datetime import unittest from mondrian import mondrian from utils.read_file import read_csv class functionTest(unittest.TestCase): def test1_mondrian_strict(self): data = [[6, 1, 'haha'], [6, 1, 'test'], [8, 2, 'haha'], [8, 2, 'test'], [4, 1, 'hha'], [4, 2, 'hha'], [4, 3, 'hha'], [4, 4, 'hha']] result, eval_r = mondrian(data, 2, False) self.assertTrue(abs(eval_r[0] - 100.0 / 12) < 0.05) def test1_mondrian_relax(self): data = [[6, 1, 'haha'], [6, 1, 'test'], [8, 2, 'haha'], [8, 2, 'test'], [4, 1, 'hha'], [4, 2, 'hha'], [4, 3, 'hha'], [4, 4, 'hha']] result, eval_r = mondrian(data, 2, True) self.assertTrue(abs(eval_r[0] - 100.0 / 12) < 0.05) def test2_mondrian_strict(self): data = [[6, 1, 'haha'], [8, 1, 'haha'], [8, 1, 'test'], [8, 1, 'haha'], [8, 1, 'test'], [4, 1, 'hha'], [4, 2, 'hha'], [4, 3, 'hha'], [4, 4, 'hha']] result, eval_r = mondrian(data, 2, False) self.assertTrue(abs(eval_r[0] - 2300.0 / 108) < 0.05) def test2_mondrian_relax(self): data = [[6, 1, 'haha'], [8, 1, 'haha'], [8, 1, 'test'], [8, 1, 'haha'], [8, 1, 'test'], [4, 1, 'hha'], [4, 2, 'hha'], [4, 3, 'hha'], [4, 4, 'hha']] result, eval_r = mondrian(data, 2, True) self.assertTrue(abs(eval_r[0] - 700.0 / 54) < 0.05) def test_mondrian_datetime(self): d1 = datetime.strptime("2007-03-04 21:08:12", "%Y-%m-%d %H:%M:%S") d2 = datetime.strptime("2008-03-04 21:08:12", "%Y-%m-%d %H:%M:%S") d3 = datetime.strptime("2009-03-04 21:08:12", "%Y-%m-%d %H:%M:%S") d4 = datetime.strptime("2007-03-05 21:08:12", "%Y-%m-%d %H:%M:%S") data = [[6, d1, 'haha'], [8, d1, 'haha'], [8, d1, 'test'], [8, d1, 'haha'], [8, d1, 'test'], [4, d1, 'hha'], [4, d2, 'hha'], [4, d3, 'hha'], [4, d4, 'hha']] result, eval_r = mondrian(data, 2, False) print(eval_r) def test_read_csv_and_anonymise(self): from utils.read_adult_data import read_data as read_adult DATA, INTUITIVE_ORDER = read_adult() result, eval_result = mondrian(DATA, 40, False) print(result) if __name__ == '__main__': unittest.main()