





'''simple docstring'''

import numpy as np

__lowerCAmelCase				:      int						      =[
    ["a", "b", "c", "d", "e"],
    ["f", "g", "h", "i", "k"],
    ["l", "m", "n", "o", "p"],
    ["q", "r", "s", "t", "u"],
    ["v", "w", "x", "y", "z"],
]






class   UpperCAmelCase      :
 def __init__(							self :Optional[Any]				)->				None:
     A__							=     np.array(lowercase_				)
 def 	UpperCAmelCase_				(							self :Optional[int]		,			lowercase_ :str				)->				np.ndarray:
     A__,      A__							=     np.where(letter == self.SQUARE				)
     A__							=     np.concatenate([indexa + 1, indexa + 1]				)
     return indexes
 def 	UpperCAmelCase_				(							self :str		,			lowercase_ :int		,			lowercase_ :int				)->				str:
     A__							=     self.SQUARE[indexa - 1, indexa - 1]
     return letter
 def 	UpperCAmelCase_				(							self :List[str]		,			lowercase_ :str				)->				str:
     A__							=     message.lower()
     A__							=     message.replace(" "		,			""				)
     A__							=     message.replace("j"		,			"i"				)

     A__							=     np.empty((2, len(lowercase_				))				)
     for letter_index in range(len(lowercase_				)				):
         A__							=     self.letter_to_numbers(message[letter_index]				)

         A__							=     numbers[0]
         A__							=     numbers[1]

     A__							=     first_step.reshape(2 * len(lowercase_				)				)
     A__							=     ""
     for numbers_index in range(len(lowercase_				)				):
         A__							=     int(second_step[numbers_index * 2]				)
         A__							=     int(second_step[(numbers_index * 2) + 1]				)
         A__							=     self.numbers_to_letter(lowercase_		,			lowercase_				)
         A__							=     encoded_message + letter

     return encoded_message



 def 	UpperCAmelCase_				(							self :Optional[int]		,			lowercase_ :str				)->				str:
     A__							=     message.lower()
     message.replace(" "		,			""				)
     A__							=     np.empty(2 * len(lowercase_				)				)
     for letter_index in range(len(lowercase_				)				):
         A__							=     self.letter_to_numbers(message[letter_index]				)
         A__							=     numbers[0]
         A__							=     numbers[1]

     A__							=     first_step.reshape((2, len(lowercase_				))				)
     A__							=     ""
     for numbers_index in range(len(lowercase_				)				):
         A__							=     int(second_step[0, numbers_index]				)
         A__							=     int(second_step[1, numbers_index]				)
         A__							=     self.numbers_to_letter(lowercase_		,			lowercase_				)
         A__							=     decoded_message + letter

     return decoded_message










'''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()



