





'''simple docstring'''

import argparse
from collections import defaultdict

import yaml


__lowerCAmelCase				:      List[Any]						      ='docs/source/en/_toctree.yml'





def 		UpperCamelCase							(				_lowerCamelCase   :   Tuple			):
    A__							=     defaultdict(snake_case__			)
    for doc in model_doc:
        counts[doc["local"]] += 1
    A__							=     [key for key, value in counts.items() if value > 1]

    A__							=     []
    for duplicate_key in duplicates:
        A__							=     list({doc["title"] for doc in model_doc if doc["local"] == duplicate_key}			)
        if len(snake_case__			) > 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(snake_case__		,			key=lambda _lowerCamelCase			: s["title"].lower()			)





def 		UpperCamelCase							(				_lowerCamelCase   :   int=False			):



    with open(snake_case__		,			encoding="utf-8"			) as f:
        A__							=     yaml.safe_load(f.read()			)

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

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

    A__							=     api_doc[model_idx]['''sections''']

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

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

    if diff:
        if overwrite:
            A__							=     model_doc
            A__							=     api_doc
            with open(snake_case__		,			"w"		,			encoding="utf-8"			) as f:
                f.write(yaml.dump(snake_case__		,			allow_unicode=snake_case__			)			)
        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				:      Tuple						      =argparse.ArgumentParser()
  parser.add_argument("--fix_and_overwrite", action="store_true", help="Whether to fix inconsistencies.")
  __lowerCAmelCase				:      str						      =parser.parse_args()

  check_model_doc(args.fix_and_overwrite)





'''simple docstring'''




import random







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__		):




    '''simple docstring'''



    A,    A,    A			:  Any   =		[], [], []
    for element in data:
        if element < pivot:
            less.append(snake_case__		)
        elif element > pivot:
            greater.append(snake_case__		)
        else:
            equal.append(snake_case__		)
    return less, equal, greater







def 						lowerCAmelCase_							(  snake_case__						,							snake_case__		):




    '''simple docstring'''



    if index >= len(snake_case__		) or index < 0:
        return None

    A			:  List[Any]   =		items[random.randint(0						,							len(snake_case__		) - 1		)]
    A			:  Optional[int]   =		0
    A,    A,    A			:  Dict   =		_partition(snake_case__						,							snake_case__		)
    A			:  int   =		len(snake_case__		)
    A			:  List[Any]   =		len(snake_case__		)

    # index is the pivot
    if m <= index < m + count:
        return pivot
    # must be in smaller
    elif m > index:
        return quick_select(snake_case__						,							snake_case__		)
    # must be in larger
    else:
        return quick_select(snake_case__						,							index - (m + count)		)




