
SCREAMING_SNAKE_CASE							:str							 =				'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/'


def 						UpperCAmelCase			(	a_						)		->	bytes:







				"""simple docstring"""



				if not isinstance(snake_case__		,   snake_case__						):
								__A   			= F'''a bytes-like object is required, not \'{data.__class__.__name__}\''''
								raise TypeError(snake_case__						)

				__A   			= ''.join(bin(snake_case__						)[2:].zfill(8						) for byte in data						)

				__A   			= len(snake_case__						) % 6 != 0

				if padding_needed:
								# The padding that will be added later
								__A   			= B'=' * ((6 - len(snake_case__						) % 6) // 2)

								# Append binary_stream with arbitrary binary digits (0's by default) to make its
								# length a multiple of 6.
								binary_stream += "0" * (6 - len(snake_case__						) % 6)
				else:
								__A   			= B''

				# Encode every 6 binary digits to their corresponding Base64 character
				return (
				    "".join(
				        B64_CHARSET[int(binary_stream[index : index + 6]		,   2						)]
				        for index in range(0		,   len(snake_case__						)		,   6						)						).encode()
				    + padding
				)


def 						UpperCAmelCase			(	a_						)		->	bytes:







				"""simple docstring"""



				if not isinstance(snake_case__		,   snake_case__						) and not isinstance(snake_case__		,   snake_case__						):
								__A   			= (
								    'argument should be a bytes-like object or ASCII string, '
								    F'''not \'{encoded_data.__class__.__name__}\''''
								)
								raise TypeError(snake_case__						)

				# In case encoded_data is a bytes-like object, make sure it contains only
				# ASCII characters so we convert it to a string object
				if isinstance(snake_case__		,   snake_case__						):
								try:
												__A   			= encoded_data.decode("utf-8"						)
								except UnicodeDecodeError:
												raise ValueError("base64 encoded data should only contain ASCII characters"						)

				__A   			= encoded_data.count("="						)

				# Check if the encoded string contains non base64 characters
				if padding:
								assert all(
								    char in B64_CHARSET for char in encoded_data[:-padding]						), "Invalid base64 character(s) found."
				else:
								assert all(
								    char in B64_CHARSET for char in encoded_data						), "Invalid base64 character(s) found."

				# Check the padding
				assert len(snake_case__						) % 4 == 0 and padding < 3, "Incorrect padding"

				if padding:
								# Remove padding if there is one
								__A   			= encoded_data[:-padding]

								__A   			= ''.join(
								    bin(B64_CHARSET.index(snake_case__						)						)[2:].zfill(6						) for char in encoded_data						)[: -padding * 2]
				else:
								__A   			= ''.join(
								    bin(B64_CHARSET.index(snake_case__						)						)[2:].zfill(6						) for char in encoded_data						)

				__A   			= [
				    int(binary_stream[index : index + 8]		,   2						)
				    for index in range(0		,   len(snake_case__						)		,   8						)
				]

				return bytes(snake_case__						)


if __name__ == "__main__":
					import doctest

					doctest.testmod()





from __future__ import annotations

from itertools import permutations
from random import randint
from timeit import repeat
def 		UpperCamelCase	(   )	->     tuple[list[int], int]:
   UpperCamelCase    :  int							=	[randint(-1000       ,     1000	) for i in range(10	)]
   UpperCamelCase    :  Dict							=	randint(-5000       ,     5000	)
   return (arr, r)


__UpperCAmelCase          =       make_dataset()
def 		UpperCamelCase	(   snake_case__       :    list[int]       ,     snake_case__       :    int	)	->     tuple[int, ...]:
   for triplet in permutations(snake_case__       ,     3	):
      if sum(snake_case__	) == target:
         return tuple(sorted(snake_case__	)	)
   return (0, 0, 0)
def 		UpperCamelCase	(   snake_case__       :    list[int]       ,     snake_case__       :    int	)	->     tuple[int, int, int]:
   arr.sort()
   UpperCamelCase    :  List[str]							=	len(snake_case__	)
   for i in range(n - 1	):
      UpperCamelCase	,     UpperCamelCase    :  Optional[Any]							=	i + 1, n - 1
      while left < right:
         if arr[i] + arr[left] + arr[right] == target:
            return (arr[i], arr[left], arr[right])
         elif arr[i] + arr[left] + arr[right] < target:
            left += 1
         elif arr[i] + arr[left] + arr[right] > target:
            right -= 1
   return (0, 0, 0)
def 		UpperCamelCase	(   )	->     tuple[float, float]:
   UpperCamelCase    :  Any							=	'\nfrom __main__ import dataset, triplet_sum1, triplet_sum2\n'
   UpperCamelCase    :  Optional[Any]							=	'\ntriplet_sum1(*dataset)\n'
   UpperCamelCase    :  Dict							=	'\ntriplet_sum2(*dataset)\n'
   UpperCamelCase    :  Optional[int]							=	repeat(setup=snake_case__       ,     stmt=snake_case__       ,     repeat=5       ,     number=10000	)
   UpperCamelCase    :  Any							=	repeat(setup=snake_case__       ,     stmt=snake_case__       ,     repeat=5       ,     number=10000	)
   return (min(snake_case__	), min(snake_case__	))


if __name__ == "__main__":
    from doctest import testmod

    testmod()
    __UpperCAmelCase          =       solution_times()
    print(F"""The time for naive implementation is {times[0]}.""")
    print(F"""The time for optimized implementation is {times[1]}.""")



