testbed/openvinotoolkit__datumaro/datumaro/cli/__main__.py

# 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())