# Copyright (C) 2019-2020 Intel Corporation # # SPDX-License-Identifier: MIT import argparse import logging as log import sys from . import contexts, commands from .util import CliException, add_subparser from ..version import VERSION _log_levels = { 'debug': log.DEBUG, 'info': log.INFO, 'warning': log.WARNING, 'error': log.ERROR, 'critical': log.CRITICAL } def loglevel(name): return _log_levels[name] class _LogManager: @classmethod def init_logger(cls, args=None): # Define minimalistic parser only to obtain loglevel parser = argparse.ArgumentParser(add_help=False) cls._define_loglevel_option(parser) args, _ = parser.parse_known_args(args) log.basicConfig(format='%(asctime)s %(levelname)s: %(message)s', level=args.loglevel) @staticmethod def _define_loglevel_option(parser): parser.add_argument('--loglevel', type=loglevel, default='info', help="Logging level (options: %s; default: %s)" % \ (', '.join(_log_levels.keys()), "%(default)s")) return parser def _make_subcommands_help(commands, help_line_start=0): desc = "" for command_name, _, command_help in commands: desc += (" %-" + str(max(0, help_line_start - 2 - 1)) + "s%s\n") % \ (command_name, command_help) return desc def make_parser(): parser = argparse.ArgumentParser(prog="datumaro", description="Dataset Framework", formatter_class=argparse.RawDescriptionHelpFormatter) parser.add_argument('--version', action='version', version=VERSION) _LogManager._define_loglevel_option(parser) known_contexts = [ ('project', contexts.project, "Actions on projects (datasets)"), ('source', contexts.source, "Actions on data sources"), ('model', contexts.model, "Actions on models"), ] known_commands = [ ('create', commands.create, "Create project"), ('add', commands.add, "Add source to project"), ('remove', commands.remove, "Remove source from project"), ('export', commands.export, "Export project"), ('explain', commands.explain, "Run Explainable AI algorithm for model"), ('merge', commands.merge, "Merge datasets"), ('convert', commands.convert, "Convert dataset"), ] # Argparse doesn't support subparser groups: # https://stackoverflow.com/questions/32017020/grouping-argparse-subparser-arguments help_line_start = max((len(e[0]) for e in known_contexts + known_commands), default=0) help_line_start = max((2 + help_line_start) // 4 + 1, 6) * 4 # align to tabs subcommands_desc = "" if known_contexts: subcommands_desc += "Contexts:\n" subcommands_desc += _make_subcommands_help(known_contexts, help_line_start) if known_commands: if subcommands_desc: subcommands_desc += "\n" subcommands_desc += "Commands:\n" subcommands_desc += _make_subcommands_help(known_commands, help_line_start) if subcommands_desc: subcommands_desc += \ "\nRun '%s COMMAND --help' for more information on a command." % \ parser.prog subcommands = parser.add_subparsers(title=subcommands_desc, description="", help=argparse.SUPPRESS) for command_name, command, _ in known_contexts + known_commands: add_subparser(subcommands, command_name, command.build_parser) return parser def main(args=None): _LogManager.init_logger(args) parser = make_parser() args = parser.parse_args(args) if 'command' not in args: parser.print_help() return 1 try: return args.command(args) except CliException as e: log.error(e) return 1 except Exception as e: log.error(e) raise if __name__ == '__main__': sys.exit(main())