# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved. # # 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. # pylint: disable=doc-string-missing from paddle_serving_server.web_service import WebService from imdb_reader import IMDBDataset import sys class IMDBService(WebService): def prepare_dict(self, args={}): if len(args) == 0: exit(-1) self.dataset = IMDBDataset() self.dataset.load_resource(args["dict_file_path"]) def preprocess(self, feed={}, fetch=[]): if "words" not in feed: exit(-1) res_feed = {} res_feed["words"] = self.dataset.get_words_only(feed["words"])[0] return res_feed, fetch imdb_service = IMDBService(name="imdb") imdb_service.load_model_config(sys.argv[1]) imdb_service.prepare_server( workdir=sys.argv[2], port=int(sys.argv[3]), device="cpu") imdb_service.prepare_dict({"dict_file_path": sys.argv[4]}) imdb_service.run_server()