# 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 argparse import ArgumentParser, RawDescriptionHelpFormatter import yaml import re from ppdet.core.workspace import get_registered_modules, dump_value __all__ = ['ColorTTY', 'ArgsParser'] class ColorTTY(object): def __init__(self): super(ColorTTY, self).__init__() self.colors = ['red', 'green', 'yellow', 'blue', 'magenta', 'cyan'] def __getattr__(self, attr): if attr in self.colors: color = self.colors.index(attr) + 31 def color_message(message): return "[{}m{}".format(color, message) setattr(self, attr, color_message) return color_message def bold(self, message): return self.with_code('01', message) def with_code(self, code, message): return "[{}m{}".format(code, message) class ArgsParser(ArgumentParser): def __init__(self): super(ArgsParser, self).__init__( formatter_class=RawDescriptionHelpFormatter) self.add_argument("-c", "--config", help="configuration file to use") self.add_argument( "-o", "--opt", nargs='*', help="set configuration options") def parse_args(self, argv=None): args = super(ArgsParser, self).parse_args(argv) assert args.config is not None, \ "Please specify --config=configure_file_path." args.opt = self._parse_opt(args.opt) return args def _parse_opt(self, opts): config = {} if not opts: return config for s in opts: s = s.strip() k, v = s.split('=', 1) if '.' not in k: config[k] = yaml.load(v, Loader=yaml.Loader) else: keys = k.split('.') if keys[0] not in config: config[keys[0]] = {} cur = config[keys[0]] for idx, key in enumerate(keys[1:]): if idx == len(keys) - 2: cur[key] = yaml.load(v, Loader=yaml.Loader) else: cur[key] = {} cur = cur[key] return config def print_total_cfg(config): modules = get_registered_modules() color_tty = ColorTTY() green = '___{}___'.format(color_tty.colors.index('green') + 31) styled = {} for key in config.keys(): if not config[key]: # empty schema continue if key not in modules and not hasattr(config[key], '__dict__'): styled[key] = config[key] continue elif key in modules: module = modules[key] else: type_name = type(config[key]).__name__ if type_name in modules: module = modules[type_name].copy() module.update({ k: v for k, v in config[key].__dict__.items() if k in module.schema }) key += " ({})".format(type_name) default = module.find_default_keys() missing = module.find_missing_keys() mismatch = module.find_mismatch_keys() extra = module.find_extra_keys() dep_missing = [] for dep in module.inject: if isinstance(module[dep], str) and module[dep] != '': if module[dep] not in modules: # not a valid module dep_missing.append(dep) else: dep_mod = modules[module[dep]] # empty dict but mandatory if not dep_mod and dep_mod.mandatory(): dep_missing.append(dep) override = list( set(module.keys()) - set(default) - set(extra) - set(dep_missing)) replacement = {} for name in set(override + default + extra + mismatch + missing): new_name = name if name in missing: value = "" else: value = module[name] if name in extra: value = dump_value(value) + " " elif name in mismatch: value = dump_value(value) + " " elif name in dep_missing: value = dump_value(value) + " " elif name in override and value != '': mark = green new_name = mark + name replacement[new_name] = value styled[key] = replacement buffer = yaml.dump(styled, default_flow_style=False, default_style='') buffer = (re.sub(r"", r"[31m[0m", buffer)) buffer = (re.sub(r"", r"[33m[0m", buffer)) buffer = (re.sub(r"", r"[31m[0m", buffer)) buffer = (re.sub(r"", r"[31m[0m", buffer)) buffer = re.sub(r"___(\d+)___(.*?):", r"[\1m\2[0m:", buffer) print(buffer)