def test_write_output_c2e_no_information_loss(self):
out_folder = "test_files_folder"
if not exists(out_folder):
mkdir(out_folder)
msg = ""
for p in properties:
m = {}
d = EqualWidth(3, 0)
d.property_folder = PARTITIONS_PATH
d.load_class_to_entity(m, p)
write_partition_float({}, m, {}, out_folder, p)
lines = []
msg = check_file_similiarity(lines, msg, out_folder, p)
self.assertTrue(msg == "", msg)
def test_cutpoints(MAX, MIN, PROPERTY_ID):
res = True
msg = ""
m1 = {}
m2 = {}
m3 = {}
for c in range(2, 1000):
d = EqualWidth(c, 0)
d.property_folder = PARTITIONS_PATH
expected_cutpoints = {PROPERTY_ID: generate_cutpoints(MIN, MAX, c)}
d.discretize_property_without_abstracting(m1, m2, m3, PROPERTY_ID)
real_cutpoints = d.bins_cutpoints
t_res, t_msg = assert_almost_equality(expected_cutpoints, real_cutpoints)
res &= t_res
msg += t_msg
return msg, res