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""" 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))
)
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