def deleteModelVersion(self, request, context):
model_meta_param = ModelVersion.from_proto(request)
self.model_repo_store.delete_model_version(model_meta_param)
self.notification_client.send_event(BaseEvent(model_meta_param.model_name,
json.dumps(model_meta_param.__dict__),
ModelVersionEventType.MODEL_DELETED))
return _wrap_response(request.model_meta)
def delete_model_version(self, model_name, model_version) -> ModelVersion:
"""
Delete model version by model name and version in Model Center backend.
:param model_name: Name of registered model. This is expected to be unique in the backend store.
:param model_version: User-defined version of registered model.
:return: A single :py:class:`ai_flow.entities.model_registry.ModelVersion` object.
"""
request = DeleteModelVersionRequest(model_meta=ModelMetaParam(model_name=stringValue(model_name),
model_version=stringValue(model_version)))
response = self.model_center_stub.deleteModelVersion(request)
return ModelVersion.from_resp_proto(_parse_response(response, ModelMetaParam()))
def createModelVersion(self, request, context):
model_meta_param = ModelVersion.from_proto(request)
model_version_param = ModelVersionParam.from_proto(request)
model_version_meta = self.model_repo_store.create_model_version(model_meta_param.model_name,
model_version_param.model_path,
model_version_param.model_type,
model_version_param.version_desc,
model_version_param.current_stage)
event_type = MODEL_VERSION_TO_EVENT_TYPE.get(ModelVersionStage.from_string(model_version_param.current_stage))
if self.notification_client is not None:
self.notification_client.send_event(BaseEvent(model_version_meta.model_name,
json.dumps(model_version_meta.__dict__),
event_type))
return _wrap_response(model_version_meta.to_meta_proto())
def _properties(cls):
# aggregate with base class properties since cls.__dict__ does not do it automatically
return sorted(cls._get_properties_helper() +
ModelVersion._properties())
def getRegisteredModelDetail(self, request, context):
model_meta_param = ModelVersion.from_proto(request)
registered_model_detail = self.model_repo_store.get_registered_model_detail(
RegisteredModel(model_name=model_meta_param.model_name))
return _wrap_response(None if registered_model_detail is None else registered_model_detail.to_detail_proto())
def getModelVersionDetail(self, request, context):
model_meta_param = ModelVersion.from_proto(request)
model_version_meta = self.model_repo_store.get_model_version_detail(model_meta_param)
return _wrap_response(None if model_version_meta is None else model_version_meta.to_meta_proto())
