def _get_model_version():
request_message = _get_request_message(GetModelVersion())
model_version = _get_model_registry_store().get_model_version(
name=request_message.name, version=request_message.version)
response_proto = model_version.to_proto()
response_message = GetModelVersion.Response(model_version=response_proto)
return _wrap_response(response_message)
def test_get_model_version_details(self, mock_http):
name = "model_11"
version = "8"
self.store.get_model_version(name=name, version=version)
self._verify_requests(
mock_http, "model-versions/get", "GET", GetModelVersion(name=name, version=version)
)
def get_model_version(self, name, version):
"""
:param name: Registered model name.
:param version: Registered model version.
:return: A single :py:class:`mlflow.entities.model_registry.ModelVersion` object.
"""
req_body = message_to_json(
GetModelVersion(name=name, version=str(version)))
response_proto = self._call_endpoint(GetModelVersion, req_body)
return ModelVersion.from_proto(response_proto.model_version)
def test_get_model_version_details(mock_get_request_message, mock_model_registry_store):
mock_get_request_message.return_value = GetModelVersion(name="model1", version="32")
mvd = ModelVersion(name="model1", version="5", creation_timestamp=1,
last_updated_timestamp=12, description="v 5", user_id="u1",
current_stage="Production", source="A/B", run_id=uuid.uuid4().hex,
status="READY", status_message=None)
mock_model_registry_store.get_model_version.return_value = mvd
resp = _get_model_version()
_, args = mock_model_registry_store.get_model_version.call_args
assert args == {"name": "model1", "version": "32"}
assert json.loads(resp.get_data()) == {"model_version": jsonify(mvd)}