




import argparse
from collections import defaultdict

import yaml


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





def 				A__ (snake_case   :		List[Any]				)     ->						str:
					__UpperCamelCase					:	int             =      defaultdict(snake_case				)
					__UpperCamelCase					:	Dict             =      []
					__UpperCamelCase					:	List[str]             =      []
					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(snake_case				)

					__UpperCamelCase					:	Union[str, Any]             =      new_doc_list
					__UpperCamelCase					:	List[str]             =      [key for key, value in counts.items() if value > 1]

					__UpperCamelCase					:	Dict             =      []
					for duplicate_key in duplicates:
										__UpperCamelCase					:	str             =      list({doc["""title"""] for doc in doc_list 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 doc_list if """local""" not in counts or counts[doc["""local"""]] == 1]				)
					__UpperCamelCase					:	Dict             =      sorted(snake_case		,	key=lambda snake_case				: s["title"].lower()				)

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

					overview_doc.extend(snake_case				)

					# Sort
					return overview_doc





def 				A__ (snake_case   :		int=False				)     ->						Tuple:
					with open(snake_case		,	encoding="""utf-8"""				) as f:
										__UpperCamelCase					:	Optional[int]             =      yaml.safe_load(f.read()				)

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

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

					__UpperCamelCase					:	Dict             =      api_doc[scheduler_idx]["""sections"""]
					__UpperCamelCase					:	Union[str, Any]             =      clean_doc_toc(snake_case				)

					__UpperCamelCase					:	Tuple             =      False
					if new_scheduler_doc != scheduler_doc:
										__UpperCamelCase					:	Dict             =      True
										if overwrite:
															__UpperCamelCase					:	str             =      new_scheduler_doc

					if diff:
										if overwrite:
															__UpperCamelCase					:	Union[str, Any]             =      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."""				)





def 				A__ (snake_case   :		Optional[int]=False				)     ->						int:
					with open(snake_case		,	encoding="""utf-8"""				) as f:
										__UpperCamelCase					:	Tuple             =      yaml.safe_load(f.read()				)

					# Get to the API doc
					__UpperCamelCase					:	Optional[int]             =      0
					while content[api_idx]["title"] != "API":
										api_idx += 1
					__UpperCamelCase					:	List[Any]             =      content[api_idx]["""sections"""]

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

					__UpperCamelCase					:	List[Any]             =      False
					__UpperCamelCase					:	Optional[Any]             =      api_doc[pipeline_idx]["""sections"""]
					__UpperCamelCase					:	Any             =      []

					# sort sub pipeline docs
					for pipeline_doc in pipeline_docs:
										if "section" in pipeline_doc:
															__UpperCamelCase					:	Optional[int]             =      pipeline_doc["""section"""]
															__UpperCamelCase					:	List[Any]             =      clean_doc_toc(snake_case				)
															if overwrite:
																				__UpperCamelCase					:	List[str]             =      new_sub_pipeline_doc
										new_pipeline_docs.append(snake_case				)

					# sort overall pipeline doc
					__UpperCamelCase					:	List[Any]             =      clean_doc_toc(snake_case				)

					if new_pipeline_docs != pipeline_docs:
										__UpperCamelCase					:	str             =      True
										if overwrite:
															__UpperCamelCase					:	int             =      new_pipeline_docs

					if diff:
										if overwrite:
															__UpperCamelCase					:	List[Any]             =      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__":
	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)












import logging
import os
from logging import (
    CRITICAL,  # NOQA
    DEBUG,  # NOQA
    ERROR,  # NOQA
    FATAL,  # NOQA
    INFO,  # NOQA
    NOTSET,  # NOQA
    WARN,  # NOQA
    WARNING,  # NOQA
)
from typing import Optional

from tqdm import auto as tqdm_lib


a__		     =     {
    '''debug''': logging.DEBUG,
    '''info''': logging.INFO,
    '''warning''': logging.WARNING,
    '''error''': logging.ERROR,
    '''critical''': logging.CRITICAL,
}

a__		     =     logging.WARNING





def 				A__ ()     ->						Any:
					__UpperCamelCase					:	Union[str, Any]             =      os.getenv("""DATASETS_VERBOSITY"""		,	snake_case				)
					if env_level_str:
										if env_level_str in log_levels:
															return log_levels[env_level_str]
										else:
															logging.getLogger().warning(
															    F'''Unknown option DATASETS_VERBOSITY={env_level_str}, '''
															    F'''has to be one of: { ", ".join(log_levels.keys()				) }'''				)
					return _default_log_level





def 				A__ ()     ->						str:
					return __name__.split("""."""				)[0]





def 				A__ ()     ->						logging.Logger:
					return logging.getLogger(_get_library_name()				)





def 				A__ ()     ->						None:
					# Apply our default configuration to the library root logger.
					__UpperCamelCase					:	Any             =      _get_library_root_logger()
					library_root_logger.setLevel(_get_default_logging_level()				)





def 				A__ ()     ->						None:
					__UpperCamelCase					:	List[Any]             =      _get_library_root_logger()
					library_root_logger.setLevel(logging.NOTSET				)





def 				A__ (snake_case   :		Optional[str] = None				)     ->						logging.Logger:
					if name is None:
										__UpperCamelCase					:	Optional[int]             =      _get_library_name()
					return logging.getLogger(snake_case				)





def 				A__ ()     ->						int:
					return _get_library_root_logger().getEffectiveLevel()





def 				A__ (snake_case   :		int				)     ->						None:
					_get_library_root_logger().setLevel(snake_case				)





def 				A__ ()     ->						Dict:
					return set_verbosity(snake_case				)





def 				A__ ()     ->						Any:
					return set_verbosity(snake_case				)





def 				A__ ()     ->						Dict:
					return set_verbosity(snake_case				)





def 				A__ ()     ->						str:
					return set_verbosity(snake_case				)





def 				A__ ()     ->						None:
					__UpperCamelCase					:	str             =      False





def 				A__ ()     ->						None:
					__UpperCamelCase					:	List[str]             =      True


# Configure the library root logger at the module level (singleton-like)
_configure_library_root_logger()


class    SCREAMING_SNAKE_CASE_				:



	"""simple docstring"""


	def __init__(					self		:						Optional[int]					,     *lowerCAmelCase		:						str					,     **lowerCAmelCase		:						List[str]	)	->       Union[str, Any]:  # pylint: disable=unused-argument







						"""simple docstring"""







						__UpperCamelCase					:	List[str]             =      args[0] if args else None






	def __iter__(					self		:						List[Any]	)	->       List[Any]:







						"""simple docstring"""







						return iter(self._iterator	)






	def __getattr__(					self		:						int					,     lowerCAmelCase		:						List[str]	)	->       Dict:







						"""simple docstring"""







						def empty_fn(*lowerCAmelCase		:						List[Any]					,     **lowerCAmelCase		:						Dict	):  # pylint: disable=unused-argument
											return

						return empty_fn






	def __enter__(					self		:						Tuple	)	->       Any:







						"""simple docstring"""







						return self






	def __exit__(					self		:						str					,     lowerCAmelCase		:						Dict					,     lowerCAmelCase		:						Dict					,     lowerCAmelCase		:						List[str]	)	->       Tuple:







						"""simple docstring"""







						return






a__		     =     True


class    SCREAMING_SNAKE_CASE_				:



	"""simple docstring"""


	def __call__(					self		:						str					,     *lowerCAmelCase		:						List[Any]					,     lowerCAmelCase		:						Dict=False					,     **lowerCAmelCase		:						Tuple	)	->       Optional[Any]:







						"""simple docstring"""







						if _tqdm_active and not disable:
											return tqdm_lib.tqdm(*lowerCAmelCase					,     **lowerCAmelCase	)
						else:
											return EmptyTqdm(*lowerCAmelCase					,     **lowerCAmelCase	)






	def 					lowerCamelCase__     (					self		:						Any					,     *lowerCAmelCase		:						List[str]					,     **lowerCAmelCase		:						str	)	->       Dict:







						"""simple docstring"""







						__UpperCamelCase					:	Any             =      None
						if _tqdm_active:
											return tqdm_lib.tqdm.set_lock(*lowerCAmelCase					,     **lowerCAmelCase	)






	def 					lowerCamelCase__     (					self		:						Dict	)	->       Union[str, Any]:







						"""simple docstring"""







						if _tqdm_active:
											return tqdm_lib.tqdm.get_lock()






a__		     =     _tqdm_cls()





def 				A__ ()     ->						bool:
					global _tqdm_active
					return bool(_tqdm_active				)





def 				A__ ()     ->						List[str]:
					global _tqdm_active
					__UpperCamelCase					:	Tuple             =      True







def 				A__ ()     ->						int:
					global _tqdm_active
					__UpperCamelCase					:	Any             =      False






