# Copyright (c) 2022 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. import os import sys import subprocess import shlex import psutil import time """ 完整的index库如下: root_path/ # 库存储目录 |-- image_list.txt # 图像列表,每行:image_path label。由前端生成及修改。后端只读 |-- features.pkl # 建库之后,保存的embedding向量,后端生成,前端无需操作 |-- images # 图像存储目录,由前端生成及增删查等操作。后端只读 | |-- md5.jpg | |-- md5.jpg | |-- …… |-- index # 真正的生成的index库存储目录,后端生成及操作,前端无需操作。 | |-- vector.index # faiss生成的索引库 | |-- id_map.pkl # 索引文件 """ if __name__ == '__main__': if not (len(sys.argv) == 3 or len(sys.argv) == 5): print("start example:") print(" python index_manager.py -c xxx.yaml") print(" python index_manager.py -c xxx.yaml -p port") yaml_path = sys.argv[2] if len(sys.argv) == 5: port = sys.argv[4] else: port = 8000 assert int(port) > 1024 and int( port) < 65536, "The port should be bigger than 1024 and \ smaller than 65536" try: ip = socket.gethostbyname(socket.gethostname()) except: ip = '127.0.0.1' server_cmd = "python server.py -c {} -o ip={} -o port={}".format(yaml_path, ip, port) server_proc = subprocess.Popen(shlex.split(server_cmd)) client_proc = subprocess.Popen( ["python", "client.py", "{} {}".format(ip, port)]) try: while psutil.Process(client_proc.pid).status() == "running": time.sleep(0.5) except: pass client_proc.terminate() server_proc.terminate()