def test_ks_2samp_similar_distribution():
new_data, historical_data = generate_data()
test_suite = columnar_tests.ColumnarData(new_data, historical_data)
try:
test_suite.ks_2samp_similar_distribution("similar_normal")
assert True
except:
assert False
def test_is_normal():
new_data, historical_data = generate_data()
test_suite = columnar_tests.ColumnarData(new_data, historical_data)
try:
test_suite.is_normal("similar_normal")
assert True
except:
assert False
def test_spearman_similar_correlation():
new_data, historical_data = generate_data()
test_suite = columnar_tests.ColumnarData(new_data, historical_data)
correlation_lower_bound = 0.3
try:
test_suite.spearman_similar_correlation("similar_normal",
correlation_lower_bound)
assert True
except:
assert False