






from argparse import ArgumentParser

from datasets.commands.convert import ConvertCommand
from datasets.commands.dummy_data import DummyDataCommand
from datasets.commands.env import EnvironmentCommand
from datasets.commands.run_beam import RunBeamCommand
from datasets.commands.test import TestCommand
from datasets.utils.logging import set_verbosity_info





def       __lowerCAmelCase      (						__snake_case       ):
     return {key.lstrip("-"       ): value for key, value in zip(unknown_args[::2]					, unknown_args[1::2]       )}





def       __lowerCAmelCase      (						):
     __lowerCAmelCase								=					ArgumentParser(
         "HuggingFace Datasets CLI tool"					, usage="datasets-cli <command> [<args>]"					, allow_abbrev=__snake_case       )
     __lowerCAmelCase								=					parser.add_subparsers(help="datasets-cli command helpers"       )
     set_verbosity_info()

     # Register commands
     ConvertCommand.register_subcommand(__snake_case       )
     EnvironmentCommand.register_subcommand(__snake_case       )
     TestCommand.register_subcommand(__snake_case       )
     RunBeamCommand.register_subcommand(__snake_case       )
     DummyDataCommand.register_subcommand(__snake_case       )

     # Parse args
     __lowerCAmelCase			, __lowerCAmelCase								=					parser.parse_known_args()
     if not hasattr(__snake_case					, "func"       ):
          parser.print_help()
          exit(1       )
     __lowerCAmelCase								=					parse_unknown_args(__snake_case       )

     # Run
     __lowerCAmelCase								=					args.func(__snake_case					, **__snake_case       )
     service.run()


if __name__ == "__main__":
 main()














from __future__ import annotations





def       __lowerCAmelCase      (						__snake_case					, __snake_case					, __snake_case       ):
     __lowerCAmelCase								=					list(range(len(__snake_case       )       )       )
     __lowerCAmelCase								=					[v / w for v, w in zip(__snake_case					, __snake_case       )]
     index.sort(key=lambda __snake_case       : ratio[i]					, reverse=__snake_case       )

     __lowerCAmelCase								=					0
     __lowerCAmelCase								=					[0] * len(__snake_case       )
     for i in index:
          if weight[i] <= capacity:
               __lowerCAmelCase								=					1
               max_value += value[i]
               capacity -= weight[i]
          else:
               __lowerCAmelCase								=					capacity / weight[i]
               max_value += value[i] * capacity / weight[i]
               break

     return max_value, fractions


if __name__ == "__main__":
 import doctest

 doctest.testmod()






