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,
)


_UpperCAmelCase						=		pytest.mark.integration




@pytest.mark.parametrize('path'						,['paws', 'csv']	)
def 				UpperCamelCase						(       __lowercase						: Any						,__lowercase						: Union[str, Any]	):
		'''simple docstring'''




		inspect_dataset(lowercase__						,lowercase__	)
		A_		:				Tuple     =      path + '.py'
		assert script_name in os.listdir(lowercase__	)
		assert "__pycache__" not in os.listdir(lowercase__	)




@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 				UpperCamelCase						(       __lowercase						: List[Any]						,__lowercase						: Any	):
		'''simple docstring'''




		inspect_metric(lowercase__						,lowercase__	)
		A_		:				str     =      path + '.py'
		assert script_name in os.listdir(lowercase__	)
		assert "__pycache__" not in os.listdir(lowercase__	)




@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 				UpperCamelCase						(       __lowercase						: Optional[int]						,__lowercase						: List[Any]						,__lowercase						: Optional[Any]	):
		'''simple docstring'''




		A_		:				str     =      get_dataset_config_info(lowercase__						,config_name=lowercase__	)
		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 				UpperCamelCase						(       __lowercase						: Dict						,__lowercase						: Tuple						,__lowercase						: Tuple	):
		'''simple docstring'''




		with pytest.raises(lowercase__	):
				get_dataset_config_info(lowercase__						,config_name=lowercase__	)




@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 				UpperCamelCase						(       __lowercase						: Tuple						,__lowercase						: Dict	):
		'''simple docstring'''




		A_		:				List[str]     =      get_dataset_config_names(lowercase__	)
		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 				UpperCamelCase						(       __lowercase						: int						,__lowercase						: Optional[Any]						,__lowercase						: Optional[int]	):
		'''simple docstring'''




		A_		:				Optional[Any]     =      get_dataset_infos(lowercase__	)
		assert list(infos.keys()	) == expected_configs
		A_		:				str     =      expected_configs[0]
		assert expected_config in infos
		A_		:				str     =      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 				UpperCamelCase						(       __lowercase						: List[str]						,__lowercase						: List[str]						,__lowercase						: str	):
		'''simple docstring'''




		A_		:				int     =      get_dataset_infos(lowercase__	)
		assert expected_config in infos
		A_		:				Union[str, 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 				UpperCamelCase						(       __lowercase						: Optional[Any]						,__lowercase						: List[str]						,__lowercase						: List[str]	):
		'''simple docstring'''




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










def        _lowerCamelCase(	lowercase__	)						->	int:

		'''simple docstring'''







		if collection == []:
				return []

		# get some information about the collection
		__lowercase=			len(lowercase__	)
		__lowercase=			max(lowercase__	)
		__lowercase=			min(lowercase__	)

		# create the counting array
		__lowercase=			coll_max + 1 - coll_min
		__lowercase=			[0] * counting_arr_length

		# count how much a number appears in the collection
		for number in collection:
				counting_arr[number - coll_min] += 1

		# sum each position with it's predecessors. now, counting_arr[i] tells
		# us how many elements <= i has in the collection
		for i in range(1   , lowercase__	):
				__lowercase=			counting_arr[i] + counting_arr[i - 1]

		# create the output collection
		__lowercase=			[0] * coll_len

		# place the elements in the output, respecting the original order (stable
		# sort) from end to begin, updating counting_arr
		for i in reversed(range(0   , lowercase__	)	):
				__lowercase=			collection[i]
				counting_arr[collection[i] - coll_min] -= 1

		return ordered







def        _lowerCamelCase(	lowercase__	)						->	List[str]:

		'''simple docstring'''







		return "".join([chr(lowercase__	) for i in counting_sort([ord(lowercase__	) for c in string]	)]	)


if __name__ == "__main__":
	# Test string sort
	assert counting_sort_string('''thisisthestring''') == "eghhiiinrsssttt"

	lowerCAmelCase           =		input('''Enter numbers separated by a comma:\n''').strip()
	lowerCAmelCase           =		[int(item) for item in user_input.split(''',''')]
	print(counting_sort(unsorted))






