

import argparse
from collections import defaultdict

import yaml


UpperCAmelCase_							:					List[str]		 =   '''docs/source/en/_toctree.yml'''
def 							__SCREAMING_SNAKE_CASE     (   a__    :   int       )					->				Union[str, Any]:
	__A :			Union[str, Any]		    =			defaultdict(a__       )
	__A :			Dict		    =			[]
	__A :			Dict		    =			[]
	for doc in doc_list:
		if "local" in doc:
			counts[doc["local"]] += 1

		if doc["title"].lower() == "overview":
			overview_doc.append({"""local""": doc["""local"""], """title""": doc["""title"""]}       )
		else:
			new_doc_list.append(a__       )

	__A :			Optional[int]		    =			new_doc_list
	__A :			Optional[int]		    =			[key for key, value in counts.items() if value > 1]

	__A :			Tuple		    =			[]
	for duplicate_key in duplicates:
		__A :			Union[str, Any]		    =			list({doc["""title"""] for doc in doc_list if doc["""local"""] == duplicate_key}       )
		if len(a__       ) > 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 doc_list if """local""" not in counts or counts[doc["""local"""]] == 1]       )
	__A :			str		    =			sorted(a__			,key=lambda a__       : s["title"].lower()       )

	# "overview" gets special treatment and is always first
	if len(a__       ) > 1:
		raise ValueError("""{doc_list} has two 'overview' docs which is not allowed."""       )

	overview_doc.extend(a__       )

	# Sort
	return overview_doc
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Tuple=False       )					->				List[str]:
	with open(a__			,encoding="""utf-8"""       ) as f:
		__A :			Optional[Any]		    =			yaml.safe_load(f.read()       )

	# Get to the API doc
	__A :			List[str]		    =			0
	while content[api_idx]["title"] != "API":
		api_idx += 1
	__A :			Tuple		    =			content[api_idx]["""sections"""]

	# Then to the model doc
	__A :			List[Any]		    =			0
	while api_doc[scheduler_idx]["title"] != "Schedulers":
		scheduler_idx += 1

	__A :			List[Any]		    =			api_doc[scheduler_idx]["""sections"""]
	__A :			Tuple		    =			clean_doc_toc(a__       )

	__A :			Tuple		    =			False
	if new_scheduler_doc != scheduler_doc:
		__A :			List[str]		    =			True
		if overwrite:
			__A :			List[str]		    =			new_scheduler_doc

	if diff:
		if overwrite:
			__A :			Optional[int]		    =			api_doc
			with open(a__			,"""w"""			,encoding="""utf-8"""       ) as f:
				f.write(yaml.dump(a__			,allow_unicode=a__       )       )
		else:
			raise ValueError(
			    """The model doc part of the table of content is not properly sorted, run `make style` to fix this."""       )
def 							__SCREAMING_SNAKE_CASE     (   a__    :   Any=False       )					->				Any:
	with open(a__			,encoding="""utf-8"""       ) as f:
		__A :			Union[str, Any]		    =			yaml.safe_load(f.read()       )

	# Get to the API doc
	__A :			Union[str, Any]		    =			0
	while content[api_idx]["title"] != "API":
		api_idx += 1
	__A :			Dict		    =			content[api_idx]["""sections"""]

	# Then to the model doc
	__A :			Dict		    =			0
	while api_doc[pipeline_idx]["title"] != "Pipelines":
		pipeline_idx += 1

	__A :			Optional[Any]		    =			False
	__A :			List[str]		    =			api_doc[pipeline_idx]["""sections"""]
	__A :			Optional[int]		    =			[]

	# sort sub pipeline docs
	for pipeline_doc in pipeline_docs:
		if "section" in pipeline_doc:
			__A :			List[Any]		    =			pipeline_doc["""section"""]
			__A :			int		    =			clean_doc_toc(a__       )
			if overwrite:
				__A :			Dict		    =			new_sub_pipeline_doc
		new_pipeline_docs.append(a__       )

	# sort overall pipeline doc
	__A :			Tuple		    =			clean_doc_toc(a__       )

	if new_pipeline_docs != pipeline_docs:
		__A :			List[str]		    =			True
		if overwrite:
			__A :			List[Any]		    =			new_pipeline_docs

	if diff:
		if overwrite:
			__A :			Optional[Any]		    =			api_doc
			with open(a__			,"""w"""			,encoding="""utf-8"""       ) as f:
				f.write(yaml.dump(a__			,allow_unicode=a__       )       )
		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__":
			UpperCAmelCase_							:					Tuple		 =   argparse.ArgumentParser()
			parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
			UpperCAmelCase_							:					Tuple		 =   parser.parse_args()

			check_scheduler_doc(args.fix_and_overwrite)
			check_pipeline_doc(args.fix_and_overwrite)







'''simple docstring'''




import random







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__						,							snake_case__		):




    '''simple docstring'''



    A			:  Optional[Any]   =		a[left_index]
    A			:  List[str]   =		left_index + 1
    for j in range(left_index + 1						,							snake_case__		):
        if a[j] < pivot:
            A,    A			:  Optional[int]   =		a[i], a[j]
            i += 1
    A,    A			:  str   =		a[i - 1], a[left_index]
    return i - 1







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__						,							snake_case__		):




    '''simple docstring'''



    if left < right:
        A			:  Optional[Any]   =		random.randint(snake_case__						,							right - 1		)
        A,    A			:  List[str]   =		(
            a[left],
            a[pivot],
        )  # switches the pivot with the left most bound
        A			:  Any   =		partition(snake_case__						,							snake_case__						,							snake_case__		)
        quick_sort_random(
            snake_case__						,							snake_case__						,							snake_case__		)  # recursive quicksort to the left of the pivot point
        quick_sort_random(
            snake_case__						,							pivot_index + 1						,							snake_case__		)  # recursive quicksort to the right of the pivot point







def 						lowerCAmelCase_							(  ):




    '''simple docstring'''



    A			:  Any   =		input('''Enter numbers separated by a comma:\n'''		).strip()
    A			:  List[str]   =		[int(snake_case__		) for item in user_input.split(''','''		)]

    quick_sort_random(snake_case__						,							0						,							len(snake_case__		)		)

    print(snake_case__		)


if __name__ == "__main__":
      main()




