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_has_keys(test_input, expected_result):
obs = ["POLY_OBS"]
msg = "fail_message"
assert len(validator.has_keys(obs, test_input, msg)) == expected_result