Source code for nvflare.fuel.utils.argument_utils

# Copyright (c) 2021, NVIDIA CORPORATION.  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.

import argparse
import io

_true_set = {"yes", "true", "t", "y", "1"}
_false_set = {"no", "false", "f", "n", "0"}


[docs]def str2bool(value, raise_exc=False): if isinstance(value, bool): return value if isinstance(value, str): value = value.lower() if value in _true_set: return True if value in _false_set: return False if isinstance(value, int): return value != 0 if raise_exc: raise ValueError('Expected "%s"' % '", "'.join(_true_set | _false_set)) return None
[docs]def parse_var(s): """Parse string variable into key-value tuple. Returns (key, value) tuple from string with equals sign with the portion before the first equals sign as the key and the rest as the value. Args: s: string to parse Returns: Tuple of key and value """ items = s.split("=") key = items[0].strip() # we remove blanks around keys, as is logical value = "" if len(items) > 1: # rejoin the rest: value = "=".join(items[1:]) return key, value
[docs]def parse_vars(items): """Converts a list of key value pairs into a dictionary. Args: items: list like ['a=1', 'b=2', 'c=3'] Returns: dictionary like {'a': '1', 'b': '2', 'c': '3'} """ d = {} if items: for item in items: key, value = parse_var(item) # d[key] = value try: d[key] = int(value) except ValueError: try: d[key] = float(value) except ValueError: try: d[key] = bool(str2bool(str(value), True)) except ValueError: d[key] = value return d
[docs]class SafeArgumentParser(argparse.ArgumentParser): """Safe version of ArgumentParser which doesn't exit on error""" def __init__(self, **kwargs): kwargs["add_help"] = False super().__init__(**kwargs)
[docs] def error(self, message): writer = io.StringIO() self.print_help(writer) raise ValueError(message + "\n" + writer.getvalue())