

"""simple docstring"""





def   __SCREAMING_SNAKE_CASE  (      A_ ):
	# if the collection is empty, returns empty
	if collection == []:
		return []

	# get some information about the collection
	lowerCAmelCase__	:						Optional[Any]  				=	len(A_ )
	lowerCAmelCase__	:						Tuple  				=	max(A_ )
	lowerCAmelCase__	:						Optional[int]  				=	min(A_ )

	# create the counting array
	lowerCAmelCase__	:						Optional[int]  				=	coll_max + 1 - coll_min
	lowerCAmelCase__	:						List[Any]  				=	[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						,     A_ ):
		lowerCAmelCase__	:						Dict  				=	counting_arr[i] + counting_arr[i - 1]

	# create the output collection
	lowerCAmelCase__	:						Dict  				=	[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						,     A_ ) ):
		lowerCAmelCase__	:						List[str]  				=	collection[i]
		counting_arr[collection[i] - coll_min] -= 1

	return ordered

def   __SCREAMING_SNAKE_CASE  (      A_ ):
	return "".join([chr(A_ ) for i in counting_sort([ord(A_ ) for c in string] )] )


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

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







"""simple docstring"""





# Copyright 2021 The HuggingFace Team. 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 os

from accelerate.test_utils import execute_subprocess_async

def   __SCREAMING_SNAKE_CASE  (      A_=None ):
	if subparsers is not None:
		lowerCAmelCase__	:						Optional[Any]  				=	subparsers.add_parser('''test''' )
	else:
		lowerCAmelCase__	:						List[str]  				=	argparse.ArgumentParser('''Accelerate test command''' )

	parser.add_argument(
	    '''--config_file'''						,     default=A_						,     help=(
	        '''The path to use to store the config file. Will default to a file named default_config.yaml in the cache '''
	        '''location, which is the content of the environment `HF_HOME` suffixed with \'accelerate\', or if you don\'t have '''
	        '''such an environment variable, your cache directory (\'~/.cache\' or the content of `XDG_CACHE_HOME`) suffixed '''
	        '''with \'huggingface\'.'''
	    )						,     )

	if subparsers is not None:
		parser.set_defaults(func=A_ )
	return parser

def   __SCREAMING_SNAKE_CASE  (      A_ ):
	lowerCAmelCase__	:						Optional[int]  				=	os.path.sep.join(__file__.split(os.path.sep )[:-2] + ['''test_utils''', '''scripts''', '''test_script.py'''] )

	if args.config_file is None:
		lowerCAmelCase__	:						Optional[Any]  				=	script_name
	else:
		lowerCAmelCase__	:						Any  				=	f'--config_file={args.config_file} {script_name}'

	lowerCAmelCase__	:						List[Any]  				=	['''accelerate-launch'''] + test_args.split()
	lowerCAmelCase__	:						int  				=	execute_subprocess_async(A_						,     env=os.environ.copy() )
	if result.returncode == 0:
		print('''Test is a success! You are ready for your distributed training!''' )

def   __SCREAMING_SNAKE_CASE  (      ):
	lowerCAmelCase__	:						Any  				=	test_command_parser()
	lowerCAmelCase__	:						List[Any]  				=	parser.parse_args()
	test_command(A_ )


if __name__ == "__main__":
							main()




