


import argparse
from collections import defaultdict

import yaml


snake_case_						:			Union[str, Any]													=							'''docs/source/en/_toctree.yml'''







def 						lowerCamelCase(   a__):
				_SCREAMING_SNAKE_CASE			  =defaultdict(a__)
				_SCREAMING_SNAKE_CASE			  =[]
				_SCREAMING_SNAKE_CASE			  =[]
				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__)

				_SCREAMING_SNAKE_CASE			  =new_doc_list
				_SCREAMING_SNAKE_CASE			  =[key for key, value in counts.items() if value > 1]

				_SCREAMING_SNAKE_CASE			  =[]
				for duplicate_key in duplicates:
								_SCREAMING_SNAKE_CASE			  =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])
				_SCREAMING_SNAKE_CASE			  =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 						lowerCamelCase(   a__=False):
				with open(a__	,encoding='''utf-8''') as f:
								_SCREAMING_SNAKE_CASE			  =yaml.safe_load(f.read())

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

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

				_SCREAMING_SNAKE_CASE			  =api_doc[scheduler_idx]['''sections''']
				_SCREAMING_SNAKE_CASE			  =clean_doc_toc(a__)

				_SCREAMING_SNAKE_CASE			  =False
				if new_scheduler_doc != scheduler_doc:
								_SCREAMING_SNAKE_CASE			  =True
								if overwrite:
												_SCREAMING_SNAKE_CASE			  =new_scheduler_doc

				if diff:
								if overwrite:
												_SCREAMING_SNAKE_CASE			  =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 						lowerCamelCase(   a__=False):
				with open(a__	,encoding='''utf-8''') as f:
								_SCREAMING_SNAKE_CASE			  =yaml.safe_load(f.read())

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

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

				_SCREAMING_SNAKE_CASE			  =False
				_SCREAMING_SNAKE_CASE			  =api_doc[pipeline_idx]['''sections''']
				_SCREAMING_SNAKE_CASE			  =[]

				# sort sub pipeline docs
				for pipeline_doc in pipeline_docs:
								if "section" in pipeline_doc:
												_SCREAMING_SNAKE_CASE			  =pipeline_doc['''section''']
												_SCREAMING_SNAKE_CASE			  =clean_doc_toc(a__)
												if overwrite:
																_SCREAMING_SNAKE_CASE			  =new_sub_pipeline_doc
								new_pipeline_docs.append(a__)

				# sort overall pipeline doc
				_SCREAMING_SNAKE_CASE			  =clean_doc_toc(a__)

				if new_pipeline_docs != pipeline_docs:
								_SCREAMING_SNAKE_CASE			  =True
								if overwrite:
												_SCREAMING_SNAKE_CASE			  =new_pipeline_docs

				if diff:
								if overwrite:
												_SCREAMING_SNAKE_CASE			  =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__":
						snake_case_						:			Union[str, Any]													=							argparse.ArgumentParser()
						parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
						snake_case_						:			Tuple													=							parser.parse_args()

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



import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


snake_case_						:			Optional[Any]													=							'''scheduler_config.json'''

class 						A__							(		UpperCamelCase__  ):
						UpperCAmelCase             =						1
						UpperCAmelCase             =						2
						UpperCAmelCase             =						3
						UpperCAmelCase             =						4
						UpperCAmelCase             =						5
						UpperCAmelCase             =						6
						UpperCAmelCase             =						7
						UpperCAmelCase             =						8
						UpperCAmelCase             =						9
						UpperCAmelCase             =						10
						UpperCAmelCase             =						11
						UpperCAmelCase             =						12
						UpperCAmelCase             =						13
						UpperCAmelCase             =						14

@dataclass
class 						A__							(		UpperCamelCase__  ):
						UpperCAmelCase             =						42

class 						A__							:
						UpperCAmelCase             =						SCHEDULER_CONFIG_NAME
						UpperCAmelCase             =						[]
						UpperCAmelCase             =						True




						@classmethod
						def 							__UpperCamelCase				(       cls					:      List[str]				,    _a					:      Dict[str, Any] = None				,    _a					:      Optional[str] = None				,    _a					:      Optional[Any]=False				,    **_a					:      Dict				,    )							->     Dict:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE			  =cls.load_config(
										    pretrained_model_name_or_path=_a				,    subfolder=_a				,    return_unused_kwargs=_a				,    return_commit_hash=_a				,    **_a				,    )
										return cls.from_config(_a				,    return_unused_kwargs=_a				,    **_a  )




						def 							__UpperCamelCase				(       self					:      Dict				,    _a					:      Union[str, os.PathLike]				,    _a					:      bool = False				,    **_a					:      int  )							->     Dict:


										"""simple docstring"""





										self.save_config(save_directory=_a				,    push_to_hub=_a				,    **_a  )




						@property
						def 							__UpperCamelCase				(       self					:      List[str]  )							->     List[Any]:


										"""simple docstring"""





										return self._get_compatibles()




						@classmethod
						def 							__UpperCamelCase				(       cls					:      List[Any]  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =list(set([cls.__name__] + cls._compatibles  )  )
										_SCREAMING_SNAKE_CASE			  =importlib.import_module(__name__.split('''.'''  )[0]  )
										_SCREAMING_SNAKE_CASE			  =[
										    getattr(_a				,    _a  ) for c in compatible_classes_str if hasattr(_a				,    _a  )
										]
										return compatible_classes