def testCoerceData(self):
self._CoerceData([1.0, 1], np.int64)
self._CoerceData([1, 2], np.int64)
self._CoerceData([True, False], np.bool)
self._CoerceData([True, False, 3], np.int64)
array = np.array(cell_types.coerceData([1.0, 1, None]))
self.assertEqual(array.dtype, np.float64)
def testCoerceData(self):
self._CoerceData([1.0, 1], np.int64)
self._CoerceData([1, 2], np.int64)
self._CoerceData([True, False], np.bool)
self._CoerceData([True, False, 3], np.int64)
array = np.array(cell_types.coerceData([1.0, 1, None]))
self.assertEqual(array.dtype, np.float64)
def _CoerceData(self, values, expected_type):
"""
Tests combinations of values with other types
:param list values: what's being tested
:param expected_type: a type
"""
array = np.array(cell_types.coerceData(values))
self.assertEqual(array.dtype, expected_type)
values.append("a String")
array = np.array(cell_types.coerceData(values))
self.assertTrue(str(array.dtype)[1] == "S")
values.append(None)
array = np.array(cell_types.coerceData(values))
self.assertEqual(array.dtype, object)
array = np.array(cell_types.coerceData([1, 2, "[1, 2]"]))
self.assertTrue(str(array.dtype)[1] == "S")
array = np.array(cell_types.coerceData(["aa", "bb", "[1, 2]"]))
self.assertTrue(str(array.dtype)[1] == "S")
array = np.array(cell_types.coerceData([1.1, 2, "[1, 2]"]))
self.assertTrue(str(array.dtype)[1] == "S")
def _CoerceData(self, values, expected_type):
"""
Tests combinations of values with other types
:param list values: what's being tested
:param expected_type: a type
"""
array = np.array(cell_types.coerceData(values))
self.assertEqual(array.dtype, expected_type)
values.append('a String')
array = np.array(cell_types.coerceData(values))
self.assertTrue(str(array.dtype)[1] == 'S')
values.append(None)
array = np.array(cell_types.coerceData(values))
self.assertEqual(array.dtype, object)
array = np.array(cell_types.coerceData([1, 2, '[1, 2]']))
self.assertTrue(str(array.dtype)[1] == 'S')
array = np.array(cell_types.coerceData(['aa', 'bb', '[1, 2]']))
self.assertTrue(str(array.dtype)[1] == 'S')
array = np.array(cell_types.coerceData([1.1, 2, '[1, 2]']))
self.assertTrue(str(array.dtype)[1] == 'S')
def testCoerceString(self):
values = ["..", None, None]
coerced_values = cell_types.coerceData(values)
array = np.array(coerced_values)
self.assertFalse(isinstance(values, np.float64))
self.assertFalse(isinstance(values, np.int64))
def testCoerceString(self):
values = ['..', None, None]
coerced_values = cell_types.coerceData(values)
array = np.array(coerced_values)
self.assertFalse(isinstance(values, np.float64))
self.assertFalse(isinstance(values, np.int64))
