platform/config.py

#!/usr/bin/env python
# -*- coding: utf-8 -*-
# time: 2023/3/2 10:28
# file: config.py
# author: David
# company: shenyang JY

"""
模型调参及系统功能配置
"""
import os
import argparse, yaml


class myargparse(argparse.ArgumentParser):
    def __init__(self, discription, add_help):
        super(myargparse, self).__init__(description=discription, add_help=add_help)
        # default_config_parser = parser = argparse.ArgumentParser(
        #     description='Training Config', add_help=False)
        self.add_argument(
            '-c',
            '--config_yaml',
            default=
            'config.yml',
            type=str,
            metavar='FILE',
            help='YAML config file specifying default arguments')
        # self.add_argument(
        #     '-f',
        #     '--feature_yaml',
        #     default='feature.yml',
        #     type=str,
        #     metavar='FILE',
        #     help='YAML feature norm file for clustering'
        # )

    def _parse_args_and_yaml(self):
        given_configs, remaining = self.parse_known_args()
        current_path = os.path.dirname(__file__)
        if given_configs.config_yaml:
            with open(current_path + '/' + given_configs.config_yaml, 'r', encoding='utf-8') as f:
                cfg = yaml.safe_load(f)
                self.set_defaults(**cfg)
        # if given_configs.feature_yaml:
        #     with open(current_path + '/' + given_configs.feature_yaml, 'r', encoding='utf-8') as f:
        #         cfg = yaml.safe_load(f)
        #         self.set_defaults(**cfg)
        # The main arg parser parses the rest of the args, the usual
        # defaults will have been overridden if config file specified.
        opt = self.parse_args(remaining)
        # Cache the args as a text string to save them in the output dir later
        opt_text = yaml.safe_dump(opt.__dict__, default_flow_style=False)
        # print("opt", opt)
        return opt, opt_text

    def parse_args_and_yaml(self):
        return self._parse_args_and_yaml()[0]

    def save_args_yml(self, opt, isdict=False):
        current_path = os.path.dirname(__file__)
        current_path = './j00645-w-xch'
        if isdict:
            with open(current_path + '/' + 'config.yml', mode='w', encoding='utf-8') as f:
                yaml.safe_dump(opt, f)
        else:
            with open(current_path + '/' + 'config.yml', mode='w', encoding='utf-8') as f:
                yaml.safe_dump(vars(opt), f)


if __name__ == '__main__':
    args = myargparse(discription="场站端配置", add_help=False)
    opt = args.parse_args_and_yaml()