





"""simple docstring"""






import argparse
from collections import defaultdict

import yaml


A 			=  '''docs/source/en/_toctree.yml'''

def     __A      (			a_						:Union[str, Any])		->		Optional[int]:
				__a :						Optional[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 :						List[str]			       =  new_doc_list
				__a :						Optional[int]			       =  [key for key, value in counts.items() if value > 1]

				__a :						Optional[int]			       =  []
				for duplicate_key in duplicates:
								__a :						Tuple			       =  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 :						Optional[int]			       =  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     __A      (			a_						:List[Any]=False)		->		Optional[int]:






				with open(a__   ,       encoding='''utf-8''') as f:
								__a :						List[Any]			       =  yaml.safe_load(f.read())

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

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

				__a :						Optional[int]			       =  api_doc[scheduler_idx]['''sections''']
				__a :						Optional[int]			       =  clean_doc_toc(a__)

				__a :						str			       =  False
				if new_scheduler_doc != scheduler_doc:
								__a :						Dict			       =  True
								if overwrite:
												__a :						Optional[Any]			       =  new_scheduler_doc

				if diff:
								if overwrite:
												__a :						List[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.''')

def     __A      (			a_						:str=False)		->		Any:






				with open(a__   ,       encoding='''utf-8''') as f:
								__a :						Optional[Any]			       =  yaml.safe_load(f.read())

				# Get to the API doc
				__a :						List[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 :						List[str]			       =  False
				__a :						List[Any]			       =  api_doc[pipeline_idx]['''sections''']
				__a :						str			       =  []

				# sort sub pipeline docs
				for pipeline_doc in pipeline_docs:
								if "section" in pipeline_doc:
												__a :						Optional[Any]			       =  pipeline_doc['''section''']
												__a :						Union[str, Any]			       =  clean_doc_toc(a__)
												if overwrite:
																__a :						int			       =  new_sub_pipeline_doc
								new_pipeline_docs.append(a__)

				# sort overall pipeline doc
				__a :						List[Any]			       =  clean_doc_toc(a__)

				if new_pipeline_docs != pipeline_docs:
								__a :						List[Any]			       =  True
								if overwrite:
												__a :						Tuple			       =  new_pipeline_docs

				if diff:
								if overwrite:
												__a :						List[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__":
		A 			=  argparse.ArgumentParser()
		parser.add_argument('''--fix_and_overwrite''', action='''store_true''', help='''Whether to fix inconsistencies.''')
		A 			=  parser.parse_args()

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






"""simple docstring"""






from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Value
from .base import TaskTemplate




@dataclass(frozen=_UpperCamelCase							)
class 				__lowercase			(			_UpperCamelCase							):







					'''simple docstring'''




					__lowerCAmelCase  =  field(default='''language-modeling'''   ,      metadata={'''include_in_asdict_even_if_is_default''': True}							)

					__lowerCAmelCase  =  Features({'''text''': Value('''string'''							)}							)
					__lowerCAmelCase  =  Features({}							)
					__lowerCAmelCase  =  "text"







					@property
					def  _lowerCamelCase		(						self     ):
									return {self.text_column: "text"}