# Licensed under the Apache License, Version 2.0 (the "License"); you may # not use this file except in compliance with the License. You may obtain # a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, WITHOUT # WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the # License for the specific language governing permissions and limitations # under the License. from six.moves.urllib import parse from gyanclient import api_versions from gyanclient.common import base from gyanclient.common import utils from gyanclient import exceptions class Model(base.Resource): def __repr__(self): return "" % self._info class ModelManager(base.Manager): resource_class = Model @staticmethod def _path(id=None): if id: return '/v1/ml_models/%s' % id else: return '/v1/ml_models' def list_models(self, **kwargs): """Retrieve a list of Models. :returns: A list of models. """ return self._list_pagination(self._path(''), "ml_models") def get(self, id): try: return self._list(self._path(id))[0] except IndexError: return None def model_create(self, **kwargs): new = {} new["name"] = kwargs["name"] new["type"] = kwargs["type"] model = self._create(self._path(), new) upload_trained_model = kwargs['trained_model'] return self._create_and_upload(self._path(model.id)+'/upload_trained_model', upload_trained_model) def delete_model(self, id): return self._delete(self._path(id)) def _action(self, id, action, method='POST', **kwargs): kwargs.setdefault('headers', {}) kwargs['headers'].setdefault('Content-Length', '0') resp, body = self.api.json_request(method, self._path(id) + action, **kwargs) return resp, body def deploy_model(self, id): return self._action(id, '/deploy') def undeploy_model(self, id): return self._action(id, '/unstop')