



import argparse
from collections import defaultdict

import yaml


UpperCamelCase__ =						"docs/source/en/_toctree.yml"






def  UpperCAmelCase__    (    lowercase__   ) ->      str:
						__lowercase					=				defaultdict(lowercase__   )
						for doc in model_doc:
												counts[doc["local"]] += 1
						__lowercase					=				[key for key, value in counts.items() if value > 1]

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






def  UpperCAmelCase__    (    lowercase__=False   ) ->      Any:
						with open(lowercase__						,       encoding="""utf-8"""   ) as f:
												__lowercase					=				yaml.safe_load(f.read()   )

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

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

						__lowercase					=				api_doc[model_idx]["""sections"""]

						__lowercase					=				[(idx, section) for idx, section in enumerate(lowercase__   ) if """sections""" in section]
						__lowercase					=				False
						for idx, modality_doc in modalities_docs:
												__lowercase					=				modality_doc["""sections"""]
												__lowercase					=				clean_model_doc_toc(lowercase__   )

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

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

			check_model_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


UpperCamelCase__ =						"scheduler_config.json"
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  List[Any]      =			1
			lowercase__      :  Tuple      =			2
			lowercase__      :  Union[str, Any]      =			3
			lowercase__      :  Union[str, Any]      =			4
			lowercase__      :  str      =			5
			lowercase__      :  Any      =			6
			lowercase__      :  Any      =			7
			lowercase__      :  List[str]      =			8
			lowercase__      :  Union[str, Any]      =			9
			lowercase__      :  int      =			10
			lowercase__      :  List[str]      =			11
			lowercase__      :  List[Any]      =			12
			lowercase__      :  str      =			13
			lowercase__      :  Optional[int]      =			14





@dataclass
class 			_lowerCAmelCase   ( _UpperCAmelCase			):






			"""simple docstring"""





			lowercase__      :  torch.FloatTensor





class 			_lowerCAmelCase   :






			"""simple docstring"""





			lowercase__      :  Optional[int]      =			SCHEDULER_CONFIG_NAME
			lowercase__      :  int      =			[]
			lowercase__      :  Dict      =			True





			@classmethod
			def 		snake_case__			(				cls	:       str			,     lowercase	:       Dict[str, Any] = None			,     lowercase	:       Optional[str] = None			,     lowercase	:       Any=False			,     **lowercase	:       List[str]			,     )						->					Union[str, Any]:
									"""simple docstring"""







									__lowercase	,			__lowercase	,			__lowercase					=				cls.load_config(
									    pretrained_model_name_or_path=lowercase			,     subfolder=lowercase			,     return_unused_kwargs=lowercase			,     return_commit_hash=lowercase			,     **lowercase			,     )
									return cls.from_config(lowercase			,     return_unused_kwargs=lowercase			,     **lowercase   )





			def 		snake_case__			(				self	:       Dict			,     lowercase	:       Union[str, os.PathLike]			,     lowercase	:       bool = False			,     **lowercase	:       List[str]   )						->					Optional[Any]:
									"""simple docstring"""







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





			@property
			def 		snake_case__			(				self	:       Optional[Any]   )						->					Dict:
									"""simple docstring"""







									return self._get_compatibles()







			@classmethod
			def 		snake_case__			(				cls	:       List[str]   )						->					Union[str, Any]:
									"""simple docstring"""







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





