def test_drop_dat_and_time(self):
data = readData.read_data(filename)
data = convertData.select_columns(data)
data = convertData.create_time_index(data)
self.assertEqual(7, data.shape[1])
data = convertData.drop_date_and_time(data)
self.assertEqual(5, data.shape[1])
def test_convert_glucose(self):
data = readData.read_data(filename)
data = convertData.select_columns(data)
data = convertData.create_time_index(data)
self.assertIsInstance(data['glucoseAnnotation'][0], str)
data = convertData.convert_glucose_annotation(data)
self.assertIsInstance(data['glucoseAnnotation'][0], float)
def test_interpolate_cgm(self):
data = readData.read_data(filename)
data = convertData.select_columns(data)
data = convertData.create_time_index(data)
data = convertData.convert_glucose_annotation(data)
self.assertGreater(data['cgmValue'].isna().sum(), 10)
data = convertData.interpolate_cgm(data)
self.assertEqual(0, data['cgmValue'].isna().sum())
def test_select_columns(self):
data = readData.read_data(filename)
self.assertEqual(28, data.shape[1])
data = convertData.select_columns(data)
self.assertEqual(7, data.shape[1])
def test_create_time_index(self):
data = readData.read_data(filename)
data = convertData.select_columns(data)
self.assertEqual(type(data.index[0]), int)
data = convertData.create_time_index(data)
self.assertIsInstance(data.index[0], pd._libs.tslib.Timestamp)