





import argparse
from collections import defaultdict

import yaml


UpperCAmelCase_					:   Dict 							=						"""docs/source/en/_toctree.yml"""






def 							_lowerCAmelCase (  _a   :					str			)	->			Union[str, Any]:
     lowerCAmelCase_					:       Any    =		defaultdict(_a			)
     for doc in model_doc:
          counts[doc["local"]] += 1
     lowerCAmelCase_					:       Dict    =		[key for key, value in counts.items() if value > 1]

     lowerCAmelCase_					:       Tuple    =		[]
     for duplicate_key in duplicates:
          lowerCAmelCase_					:       Any    =		list({doc["""title"""] for doc in model_doc 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 model_doc if counts[doc["""local"""]] == 1]			)

     # Sort
     return sorted(_a					,   key=lambda _a			: s["title"].lower()			)






def 							_lowerCAmelCase (  _a   :					List[Any]=False			)	->			List[Any]:
     with open(_a					,   encoding="""utf-8"""			) as f:
          lowerCAmelCase_					:       List[Any]    =		yaml.safe_load(f.read()			)

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

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

     lowerCAmelCase_					:       Optional[int]    =		api_doc[model_idx]["""sections"""]

     lowerCAmelCase_					:       Union[str, Any]    =		[(idx, section) for idx, section in enumerate(_a			) if """sections""" in section]
     lowerCAmelCase_					:       Dict    =		False
     for idx, modality_doc in modalities_docs:
          lowerCAmelCase_					:       Dict    =		modality_doc["""sections"""]
          lowerCAmelCase_					:       List[Any]    =		clean_model_doc_toc(_a			)

          if old_modality_doc != new_modality_doc:
               lowerCAmelCase_					:       Optional[Any]    =		True
               if overwrite:
                    lowerCAmelCase_					:       Tuple    =		new_modality_doc

     if diff:
          if overwrite:
               lowerCAmelCase_					:       int    =		model_doc
               lowerCAmelCase_					:       Union[str, 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__":
      UpperCAmelCase_					:   Optional[Any] 							=						argparse.ArgumentParser()
      parser.add_argument("""--fix_and_overwrite""", action="""store_true""", help="""Whether to fix inconsistencies.""")
      UpperCAmelCase_					:   List[str] 							=						parser.parse_args()

      check_model_doc(args.fix_and_overwrite)







import enum
import os
from hashlib import shaaaa
from typing import Optional

from .. import config
from .logging import get_logger


UpperCAmelCase_					:   int 							=						get_logger(__name__)





class      lowercase__    (							enum.Enum  ):
  __UpperCamelCase	     =  """all_checks"""
  __UpperCamelCase	     =  """basic_checks"""
  __UpperCamelCase	     =  """no_checks"""





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass






def 							_lowerCAmelCase (  _a   :					Optional[dict]					,   _a   :					dict					,   _a   :					str=None			)	->			Optional[Any]:
     if expected_checksums is None:
          logger.info("""Unable to verify checksums."""			)
          return
     if len(set(_a			) - set(_a			)			) > 0:
          raise ExpectedMoreDownloadedFiles(str(set(_a			) - set(_a			)			)			)
     if len(set(_a			) - set(_a			)			) > 0:
          raise UnexpectedDownloadedFile(str(set(_a			) - set(_a			)			)			)
     lowerCAmelCase_					:       Union[str, Any]    =		[url for url in expected_checksums if expected_checksums[url] != recorded_checksums[url]]
     lowerCAmelCase_					:       Optional[Any]    =		""" for """ + verification_name if verification_name is not None else """"""
     if len(_a			) > 0:
          raise NonMatchingChecksumError(
              F'Checksums didn\'t match{for_verification_name}:\n'
              F'{bad_urls}\n'
              """Set `verification_mode='no_checks'` to skip checksums verification and ignore this error"""			)
     logger.info("""All the checksums matched successfully""" + for_verification_name			)





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass





class      lowercase__    (							__A  ):
  pass






def 							_lowerCAmelCase (  _a   :					Optional[dict]					,   _a   :					dict			)	->			str:
     if expected_splits is None:
          logger.info("""Unable to verify splits sizes."""			)
          return
     if len(set(_a			) - set(_a			)			) > 0:
          raise ExpectedMoreSplits(str(set(_a			) - set(_a			)			)			)
     if len(set(_a			) - set(_a			)			) > 0:
          raise UnexpectedSplits(str(set(_a			) - set(_a			)			)			)
     lowerCAmelCase_					:       Optional[int]    =		[
         {"""expected""": expected_splits[name], """recorded""": recorded_splits[name]}
         for name in expected_splits
         if expected_splits[name].num_examples != recorded_splits[name].num_examples
     ]
     if len(_a			) > 0:
          raise NonMatchingSplitsSizesError(str(_a			)			)
     logger.info("""All the splits matched successfully."""			)






def 							_lowerCAmelCase (  _a   :					str					,   _a   :					bool = True			)	->			dict:
     if record_checksum:
          lowerCAmelCase_					:       int    =		shaaaa()
          with open(_a					,   """rb"""			) as f:
               for chunk in iter(lambda: f.read(1 << 20			)					,   B""""""			):
                    m.update(_a			)
               lowerCAmelCase_					:       List[str]    =		m.hexdigest()
     else:
          lowerCAmelCase_					:       Union[str, Any]    =		None
     return {"num_bytes": os.path.getsize(_a			), "checksum": checksum}







def 							_lowerCAmelCase (  _a   :					Tuple			)	->			Optional[int]:
     if dataset_size and config.IN_MEMORY_MAX_SIZE:
          return dataset_size < config.IN_MEMORY_MAX_SIZE
     else:
          return False
