def _validate(self):
"""
Validates the job. If invalid, raises an ValidationError.
"""
errors = [] if self._config.valid else list(self._config.errors)
calc_keys = self.get_calc_keys()
application_keys = [
entry.key for entry in self._config.snapshot.UPDATE_KEYS.keys
]
errors.extend(is_subset(calc_keys, application_keys))
errors.extend(
has_keys(self._obs_keys, calc_keys, "Key: {} has no observations"))
errors.extend(
has_keys(self._obs_with_data, calc_keys, "Key: {} has no data"))
if len(errors) > 0:
raise ValidationError("Invalid job", errors)
def test_is_subset_invalid(input_list, list_length):
example_list = ["a", "b", "c"]
assert len(validator.is_subset(example_list, input_list)) == list_length
def test_is_subset_valid(input_list, result_list):
example_list = ["a", "b", "c"]
assert validator.is_subset(example_list, input_list) == result_list