""" Test correlation helper methods """ import unittest from gn2.utility.corr_result_helpers import normalize_values, common_keys, normalize_values_with_samples class TestCorrelationHelpers(unittest.TestCase): """Test methods for normalising lists""" def test_normalize_values(self): """Test that a list is normalised correctly""" self.assertEqual( normalize_values([2.3, None, None, 3.2, 4.1, 5], [ 3.4, 7.2, 1.3, None, 6.2, 4.1]), ([2.3, 4.1, 5], [3.4, 6.2, 4.1], 3) ) def test_common_keys(self): """Test that common keys are returned as a list""" a = dict(BXD1=9.113, BXD2=9.825, BXD14=8.985, BXD15=9.300) b = dict(BXD1=9.723, BXD3=9.825, BXD14=9.124, BXD16=9.300) self.assertEqual(sorted(common_keys(a, b)), ['BXD1', 'BXD14']) def test_normalize_values_with_samples(self): """Test that a sample(dict) is normalised correctly""" self.assertEqual( normalize_values_with_samples( dict(BXD1=9.113, BXD2=9.825, BXD14=8.985, BXD15=9.300, BXD20=9.300), dict(BXD1=9.723, BXD3=9.825, BXD14=9.124, BXD16=9.300)), (({'BXD1': 9.113, 'BXD14': 8.985}, {'BXD1': 9.723, 'BXD14': 9.124}, 2)) )