# 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. from paddle.distributed.launch import plugins from .node import Node from .status import Status from .args_envs import parse_args, fetch_envs, env_args_mapping import logging class Context(object): def __init__(self, enable_plugin=True): self.args, self.unknown_args = parse_args() self.envs = fetch_envs() self.logger = self.get_logger() self.node = Node() self.status = Status() self.set_env_in_args() # design for event queue, later self.events = [] if enable_plugin: self._enable_plugin() def is_legacy_mode(self): if self.args.legacy: return True if len(self.unknown_args) > 0: self.logger.warning("Compatible mode enable with args {}".format( self.unknown_args)) return True legacy_env_list = [ 'DISTRIBUTED_TRAINER_ENDPOINTS', 'PADDLE_ELASTIC_JOB_ID', 'PADDLE_DISTRI_BACKEND', 'FLAGS_START_PORT', ] for env in legacy_env_list: if env in self.envs: self.logger.warning( "ENV {} is deprecated, legacy launch enable".format(env)) return True if self.args.master: return False return False def get_envs(self): return self.envs.copy() def _enable_plugin(self): for pl in plugins.enabled_plugins: pl(self) def get_logger(self, level=logging.INFO): logger = logging.getLogger("LAUNCH") logger.setLevel(self.args.log_level.upper() or level) formatter = logging.Formatter( fmt='%(name)s %(levelname)s %(asctime)s %(message)s') ch = logging.StreamHandler() ch.setFormatter(formatter) logger.addHandler(ch) return logger def continous_log(self) -> bool: if self.args.log_level.upper() in ['DEBUG', 'ERROR']: return True else: return False def set_env_in_args(self): for k, v in env_args_mapping.items(): if k in self.envs: setattr(self.args, v, self.envs[k])