



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

from .. import config
from .logging import get_logger


a__   :					Optional[Any] 						=      get_logger(__name__)



class    UpperCAmelCase__(				enum.Enum						):

   '''simple docstring'''




   A     :	List[Any]												=     "all_checks"
   A     :	Tuple												=     "basic_checks"
   A     :	Dict												=     "no_checks"



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass

def 	_lowerCAmelCase (    A__    ,	A__    ,	A__=None						):
      if expected_checksums is None:
            logger.info('Unable to verify checksums.'						)
            return
      if len(set(_lowerCamelCase						) - set(_lowerCamelCase						)						) > 0:
            raise ExpectedMoreDownloadedFiles(str(set(_lowerCamelCase						) - set(_lowerCamelCase						)						)						)
      if len(set(_lowerCamelCase						) - set(_lowerCamelCase						)						) > 0:
            raise UnexpectedDownloadedFile(str(set(_lowerCamelCase						) - set(_lowerCamelCase						)						)						)
      lowercase__  =	[url for url in expected_checksums if expected_checksums[url] != recorded_checksums[url]]
      lowercase__  =	' for ' + verification_name if verification_name is not None else ''
      if len(_lowerCamelCase						) > 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    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass



class    UpperCAmelCase__(				UpperCamelCase__						):

   '''simple docstring'''




   pass

def 	_lowerCAmelCase (    A__    ,	A__						):
      if expected_splits is None:
            logger.info('Unable to verify splits sizes.'						)
            return
      if len(set(_lowerCamelCase						) - set(_lowerCamelCase						)						) > 0:
            raise ExpectedMoreSplits(str(set(_lowerCamelCase						) - set(_lowerCamelCase						)						)						)
      if len(set(_lowerCamelCase						) - set(_lowerCamelCase						)						) > 0:
            raise UnexpectedSplits(str(set(_lowerCamelCase						) - set(_lowerCamelCase						)						)						)
      lowercase__  =	[
          {'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(_lowerCamelCase						) > 0:
            raise NonMatchingSplitsSizesError(str(_lowerCamelCase						)						)
      logger.info('All the splits matched successfully.'						)

def 	_lowerCAmelCase (    A__    ,	A__ = True						):
      if record_checksum:
            lowercase__  =	shaaaa()
            with open(_lowerCamelCase    ,	'rb'						) as f:
                  for chunk in iter(lambda: f.read(1 << 20						)    ,	B''						):
                        m.update(_lowerCamelCase						)
                  lowercase__  =	m.hexdigest()
      else:
            lowercase__  =	None
      return {"num_bytes": os.path.getsize(_lowerCamelCase						), "checksum": checksum}

def 	_lowerCAmelCase (    A__						):
      if dataset_size and config.IN_MEMORY_MAX_SIZE:
            return dataset_size < config.IN_MEMORY_MAX_SIZE
      else:
            return False







'''simple docstring'''

from __future__ import annotations





def 		UpperCamelCase							(				_lowerCamelCase   :   list[int]			):  # This function is recursive
    A__							=     len(_lowerCamelCase			)
    # If the array contains only one element, we return it (it's the stop condition of
    # recursion)
    if array_length <= 1:
        return array
        # Else
    A__							=     array[0]
    A__							=     False
    A__							=     1
    A__							=     []
    while not is_found and i < array_length:
        if array[i] < pivot:
            A__							=     True
            A__							=     [element for element in array[i:] if element >= array[i]]
            A__							=     longest_subsequence(_lowerCamelCase			)
            if len(_lowerCamelCase			) > len(_lowerCamelCase			):
                A__							=     temp_array
        else:
            i += 1

    A__							=     [element for element in array[1:] if element >= pivot]
    A__							=     [pivot, *longest_subsequence(_lowerCamelCase			)]
    if len(_lowerCamelCase			) > len(_lowerCamelCase			):
        return temp_array
    else:
        return longest_subseq


if __name__ == "__main__":
  import doctest

  doctest.testmod()



