

import os

import pytest

from datasets import (
    get_dataset_config_info,
    get_dataset_config_names,
    get_dataset_infos,
    get_dataset_split_names,
    inspect_dataset,
    inspect_metric,
)


snake_case    :						Dict  =						pytest.mark.integration
@pytest.mark.parametrize("path"							,     ["paws", "csv"]       )
def 	snake_case__       (					__lowercase							,     __lowercase       )		->		Any:







						"""simple docstring"""

						inspect_dataset(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE       )
						A__	:							Dict						    = path + ".py"
						assert script_name in os.listdir(_SCREAMING_SNAKE_CASE       )
						assert "__pycache__" not in os.listdir(_SCREAMING_SNAKE_CASE       )
@pytest.mark.filterwarnings("ignore:inspect_metric is deprecated:FutureWarning"       )
@pytest.mark.filterwarnings("ignore:metric_module_factory is deprecated:FutureWarning"       )
@pytest.mark.parametrize("path"							,     ["accuracy"]       )
def 	snake_case__       (					__lowercase							,     __lowercase       )		->		Optional[Any]:







						"""simple docstring"""

						inspect_metric(_SCREAMING_SNAKE_CASE							,     _SCREAMING_SNAKE_CASE       )
						A__	:							Union[str, Any]						    = path + ".py"
						assert script_name in os.listdir(_SCREAMING_SNAKE_CASE       )
						assert "__pycache__" not in os.listdir(_SCREAMING_SNAKE_CASE       )
@pytest.mark.parametrize(
    "path, config_name, expected_splits"							,     [
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase							,     __lowercase       )		->		Optional[Any]:







						"""simple docstring"""

						A__	:							Optional[int]						    = get_dataset_config_info(_SCREAMING_SNAKE_CASE							,     config_name=_SCREAMING_SNAKE_CASE       )
						assert info.config_name == config_name
						assert list(info.splits.keys()       ) == expected_splits
@pytest.mark.parametrize(
    "path, config_name, expected_exception"							,     [
        ("paws", None, ValueError),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase							,     __lowercase       )		->		Dict:







						"""simple docstring"""

						with pytest.raises(_SCREAMING_SNAKE_CASE       ):
												get_dataset_config_info(_SCREAMING_SNAKE_CASE							,     config_name=_SCREAMING_SNAKE_CASE       )
@pytest.mark.parametrize(
    "path, expected"							,     [
        ("squad", "plain_text"),
        ("acronym_identification", "default"),
        ("lhoestq/squad", "plain_text"),
        ("lhoestq/test", "default"),
        ("lhoestq/demo1", "lhoestq--demo1"),
        ("dalle-mini/wit", "dalle-mini--wit"),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase       )		->		Dict:







						"""simple docstring"""

						A__	:							Dict						    = get_dataset_config_names(_SCREAMING_SNAKE_CASE       )
						assert expected in config_names
@pytest.mark.parametrize(
    "path, expected_configs, expected_splits_in_first_config"							,     [
        ("squad", ["plain_text"], ["train", "validation"]),
        ("dalle-mini/wit", ["dalle-mini--wit"], ["train"]),
        ("paws", ["labeled_final", "labeled_swap", "unlabeled_final"], ["train", "test", "validation"]),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase							,     __lowercase       )		->		Union[str, Any]:







						"""simple docstring"""

						A__	:							str						    = get_dataset_infos(_SCREAMING_SNAKE_CASE       )
						assert list(infos.keys()       ) == expected_configs
						A__	:							int						    = expected_configs[0]
						assert expected_config in infos
						A__	:							List[Any]						    = infos[expected_config]
						assert info.config_name == expected_config
						assert list(info.splits.keys()       ) == expected_splits_in_first_config
@pytest.mark.parametrize(
    "path, expected_config, expected_splits"							,     [
        ("squad", "plain_text", ["train", "validation"]),
        ("dalle-mini/wit", "dalle-mini--wit", ["train"]),
        ("paws", "labeled_final", ["train", "test", "validation"]),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase							,     __lowercase       )		->		Dict:







						"""simple docstring"""

						A__	:							Union[str, Any]						    = get_dataset_infos(_SCREAMING_SNAKE_CASE       )
						assert expected_config in infos
						A__	:							List[Any]						    = infos[expected_config]
						assert info.config_name == expected_config
						assert list(info.splits.keys()       ) == expected_splits




@pytest.mark.parametrize(
    "path, config_name, expected_exception"							,     [
        ("paws", None, ValueError),
    ]							,     )
def 	snake_case__       (					__lowercase							,     __lowercase							,     __lowercase       )		->		List[Any]:







						"""simple docstring"""

						with pytest.raises(_SCREAMING_SNAKE_CASE       ):
												get_dataset_split_names(_SCREAMING_SNAKE_CASE							,     config_name=_SCREAMING_SNAKE_CASE       )




from argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands
def 	snake_case__       (					)		->		List[Any]:







						"""simple docstring"""

						A__	:							List[Any]						    = ArgumentParser("Transformers CLI tool"							,     usage="transformers-cli <command> [<args>]"       )
						A__	:							int						    = parser.add_subparsers(help="transformers-cli command helpers"       )

						# Register commands
						ConvertCommand.register_subcommand(__lowercase       )
						DownloadCommand.register_subcommand(__lowercase       )
						EnvironmentCommand.register_subcommand(__lowercase       )
						RunCommand.register_subcommand(__lowercase       )
						ServeCommand.register_subcommand(__lowercase       )
						UserCommands.register_subcommand(__lowercase       )
						AddNewModelCommand.register_subcommand(__lowercase       )
						AddNewModelLikeCommand.register_subcommand(__lowercase       )
						LfsCommands.register_subcommand(__lowercase       )
						PTtoTFCommand.register_subcommand(__lowercase       )

						# Let's go
						A__	:							int						    = parser.parse_args()

						if not hasattr(__lowercase							,     "func"       ):
												parser.print_help()
												exit(1       )

						# Run
						A__	:							Any						    = args.func(__lowercase       )
						service.run()


if __name__ == "__main__":
		main()