def test_raise_on_missing_attr(self):
@dataclass
class InvalidConfig:
support_emails: List[str]
with pytest.raises(AttributeError):
bind(InvalidConfig, {"support_emails": ["something"], "api_key": "abcd"})
def test_forbid_unspecialized_generic(self):
@dataclass
class InvalidConfig:
support_emails: List
with pytest.raises(TypeError):
bind(InvalidConfig, {"support_emails": ["something"]})
def test_bind_named_tuple(
self, Config, config_dict, s3_settings_dict, sms_providers
):
assert Config(
config_dict["support_emails"],
config_dict["api-key"],
config_dict["timeout ms"],
config_dict["pi"],
[
Config.SMSServiceConfig(
sms_providers[0]["host"],
sms_providers[0]["port"],
sms_providers[0]["username"],
sms_providers[0]["password"],
)
],
Config.S3Config(
s3_settings_dict["default_bucket"],
s3_settings_dict["default_region"],
s3_settings_dict["max_item_size"],
),
config_dict["accounts"],
config_dict["backup_db_hostname"],
config_dict["db-region"],
config_dict["db-credentials"],
) == bind(Config, config_dict)
def load_repo_config(repo_path: Path) -> RepoConfig:
config_path = repo_path / "feature_store.yaml"
with open(config_path) as f:
raw_config = yaml.safe_load(f)
try:
validate(raw_config, config_schema)
return bind(RepoConfig, raw_config)
except ValidationError as e:
raise FeastConfigError(e.message, e.absolute_path, config_path)
def test_allow_missing_attr(self):
class InvalidConfig(NamedTuple):
support_emails: List[str]
assert InvalidConfig(["something"]) == bind(
InvalidConfig,
{"support_emails": ["something"], "api_key": "abcd"},
raise_if_missing_attr=False,
)
def load_repo_config(repo_path: Path) -> RepoConfig:
with open(repo_path / "feature_store.yaml") as f:
raw_config = yaml.safe_load(f)
return bind(RepoConfig, raw_config)