# Copyright (c) 2019 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. from __future__ import print_function from __future__ import unicode_literals import subprocess import sys import os import copy from fleetrec.core.engine.engine import Engine from fleetrec.core.utils import envs class ClusterEngine(Engine): def __init_impl__(self): abs_dir = os.path.dirname(os.path.abspath(__file__)) self.submit_script = os.path.join(abs_dir, "master.sh") self.job_script = os.path.join(abs_dir, "worker.sh") def start_worker_procs(self): default_env = os.environ.copy() current_env = copy.copy(default_env) current_env.pop("http_proxy", None) current_env.pop("https_proxy", None) cmd = ("bash {}".format(self.submit_script)).split(" ") proc = subprocess.Popen(cmd, env=current_env, cwd=os.getcwd()) proc.wait() print("all workers and parameter servers already completed", file=sys.stderr) def start_master_procs(self): default_env = os.environ.copy() current_env = copy.copy(default_env) current_env.pop("http_proxy", None) current_env.pop("https_proxy", None) cmd = ("bash {}".format(self.submit_script)).split(" ") proc = subprocess.Popen(cmd, env=current_env, cwd=os.getcwd()) proc.wait() print("all workers and parameter servers already completed", file=sys.stderr) def run(self): role = envs.get_runtime_environ("engine_role") if role == "MASTER": worker_script = {} worker_script["engine_worker"] = self.job_script envs.set_runtime_environs(worker_script) self.start_master_procs() elif role == "WORKER": self.start_worker_procs() else: raise ValueError("role {} error, must in MASTER/WORKER".format(role))