'''simple docstring'''


import argparse
from collections import defaultdict

import yaml


__lowerCAmelCase	:       int						       =	"docs/source/en/_toctree.yml"





def       lowerCAmelCase					(		UpperCamelCase__				:   List[str]       ):


	"""simple docstring"""
	__UpperCAmelCase							=			defaultdict(UpperCamelCase__       )
	for doc in model_doc:
		counts[doc["local"]] += 1
	__UpperCAmelCase							=			[key for key, value in counts.items() if value > 1]

	__UpperCAmelCase							=			[]
	for duplicate_key in duplicates:
		__UpperCAmelCase							=			list({doc['''title'''] for doc in model_doc if doc['''local'''] == duplicate_key}       )
		if len(UpperCamelCase__       ) > 1:
			raise ValueError(
			    f"""{duplicate_key} is present several times in the documentation table of content at """
			    '''`docs/source/en/_toctree.yml` with different *Title* values. Choose one of those and remove the '''
			    '''others.'''       )
		# Only add this once
		new_doc.append({'''local''': duplicate_key, '''title''': titles[0]}       )

	# Add none duplicate-keys
	new_doc.extend([doc for doc in model_doc if counts[doc['''local''']] == 1]       )

	# Sort
	return sorted(UpperCamelCase__    ,					key=lambda UpperCamelCase__       : s["title"].lower()       )





def       lowerCAmelCase					(		UpperCamelCase__				:   Any=False       ):


	"""simple docstring"""
	with open(UpperCamelCase__    ,					encoding='''utf-8'''       ) as f:
		__UpperCAmelCase							=			yaml.safe_load(f.read()       )

	# Get to the API doc
	__UpperCAmelCase							=			0
	while content[api_idx]["title"] != "API":
		api_idx += 1
	__UpperCAmelCase							=			content[api_idx]['''sections''']

	# Then to the model doc
	__UpperCAmelCase							=			0
	while api_doc[model_idx]["title"] != "Models":
		model_idx += 1

	__UpperCAmelCase							=			api_doc[model_idx]['''sections''']

	__UpperCAmelCase							=			[(idx, section) for idx, section in enumerate(UpperCamelCase__       ) if '''sections''' in section]
	__UpperCAmelCase							=			False
	for idx, modality_doc in modalities_docs:
		__UpperCAmelCase							=			modality_doc['''sections''']
		__UpperCAmelCase							=			clean_model_doc_toc(UpperCamelCase__       )

		if old_modality_doc != new_modality_doc:
			__UpperCAmelCase							=			True
			if overwrite:
				__UpperCAmelCase							=			new_modality_doc

	if diff:
		if overwrite:
			__UpperCAmelCase							=			model_doc
			__UpperCAmelCase							=			api_doc
			with open(UpperCamelCase__    ,					'''w'''    ,					encoding='''utf-8'''       ) as f:
				f.write(yaml.dump(UpperCamelCase__    ,					allow_unicode=UpperCamelCase__       )       )
		else:
			raise ValueError(
			    '''The model doc part of the table of content is not properly sorted, run `make style` to fix this.'''       )


if __name__ == "__main__":
					__lowerCAmelCase	:       str						       =	argparse.ArgumentParser()
					parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
					__lowerCAmelCase	:       Dict						       =	parser.parse_args()

					check_model_doc(args.fix_and_overwrite)

'''simple docstring'''


def       lowerCAmelCase					(		UpperCamelCase__				:   Tuple       ):


	"""simple docstring"""
	# if the collection is empty, returns empty
	if collection == []:
		return []

	# get some information about the collection
	__UpperCAmelCase							=			len(UpperCamelCase__       )
	__UpperCAmelCase							=			max(UpperCamelCase__       )
	__UpperCAmelCase							=			min(UpperCamelCase__       )

	# create the counting array
	__UpperCAmelCase							=			coll_max + 1 - coll_min
	__UpperCAmelCase							=			[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    ,					UpperCamelCase__       ):
		__UpperCAmelCase							=			counting_arr[i] + counting_arr[i - 1]

	# create the output collection
	__UpperCAmelCase							=			[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    ,					UpperCamelCase__       )       ):
		__UpperCAmelCase							=			collection[i]
		counting_arr[collection[i] - coll_min] -= 1

	return ordered





def       lowerCAmelCase					(		UpperCamelCase__				:   Any       ):


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


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

					__lowerCAmelCase	:       str						       =	input("Enter numbers separated by a comma:\n").strip()
					__lowerCAmelCase	:       List[Any]						       =	[int(item) for item in user_input.split(",")]
					print(counting_sort(unsorted))
