





def     lowercase__       (       __lowercase						:  Optional[Any]    ,  __lowercase						:  Dict    ,  __lowercase						:  Any    ,  __lowercase						:  int    ,  __lowercase						:  int    ,  __lowercase						:  str    ,  )			->				Any:



       """simple docstring"""






       __UpperCamelCase	=  list(__lowercase					)
       __UpperCamelCase	=  list(__lowercase					)
       __UpperCamelCase	=  len(__lowercase					)
       __UpperCamelCase	=  len(__lowercase					)

       __UpperCamelCase	=  [
           [0 for _ in range(len_destination_seq + 1					)] for _ in range(len_source_seq + 1					)
       ]
       __UpperCamelCase	=  [
           ["""0""" for _ in range(len_destination_seq + 1					)] for _ in range(len_source_seq + 1					)
       ]

       for i in range(1    ,  len_source_seq + 1					):
              __UpperCamelCase	=  i * delete_cost
              __UpperCamelCase	=  F'''D{source_seq[i - 1]:c}'''

       for i in range(1    ,  len_destination_seq + 1					):
              __UpperCamelCase	=  i * insert_cost
              __UpperCamelCase	=  F'''I{destination_seq[i - 1]:c}'''

       for i in range(1    ,  len_source_seq + 1					):
              for j in range(1    ,  len_destination_seq + 1					):
                     if source_seq[i - 1] == destination_seq[j - 1]:
                            __UpperCamelCase	=  costs[i - 1][j - 1] + copy_cost
                            __UpperCamelCase	=  F'''C{source_seq[i - 1]:c}'''
                     else:
                            __UpperCamelCase	=  costs[i - 1][j - 1] + replace_cost
                            __UpperCamelCase	=  F'''R{source_seq[i - 1]:c}''' + str(destination_seq[j - 1]					)

                     if costs[i - 1][j] + delete_cost < costs[i][j]:
                            __UpperCamelCase	=  costs[i - 1][j] + delete_cost
                            __UpperCamelCase	=  F'''D{source_seq[i - 1]:c}'''

                     if costs[i][j - 1] + insert_cost < costs[i][j]:
                            __UpperCamelCase	=  costs[i][j - 1] + insert_cost
                            __UpperCamelCase	=  F'''I{destination_seq[j - 1]:c}'''

       return costs, ops
def     lowercase__       (       __lowercase						:  Optional[Any]    ,  __lowercase						:  str    ,  __lowercase						:  Dict					)			->				List[str]:



       """simple docstring"""






       if i == 0 and j == 0:
              return []
       else:
              if ops[i][j][0] == "C" or ops[i][j][0] == "R":
                     __UpperCamelCase	=  assemble_transformation(__lowercase    ,  i - 1    ,  j - 1					)
                     seq.append(ops[i][j]					)
                     return seq
              elif ops[i][j][0] == "D":
                     __UpperCamelCase	=  assemble_transformation(__lowercase    ,  i - 1    ,  __lowercase					)
                     seq.append(ops[i][j]					)
                     return seq
              else:
                     __UpperCamelCase	=  assemble_transformation(__lowercase    ,  __lowercase    ,  j - 1					)
                     seq.append(ops[i][j]					)
                     return seq


if __name__ == "__main__":
    a__			,			a__							:							Optional[int]			=compute_transform_tables('''Python''', '''Algorithms''', -1, 1, 2, 2)

    a__							:							List[str]			=len(operations)
    a__							:							str			=len(operations[0])
    a__							:							Tuple			=assemble_transformation(operations, m - 1, n - 1)

    a__							:							Optional[int]			=list('''Python''')
    a__							:							Any			=0
    a__							:							Dict			=0

    with open('''min_cost.txt''', '''w''') as file:
        for op in sequence:
            print(''''''.join(string))

            if op[0] == "C":
                file.write('''%-16s''' % '''Copy %c''' % op[1])
                file.write('''\t\t\t''' + ''''''.join(string))
                file.write('''\r\n''')

                cost -= 1
            elif op[0] == "R":
                a__							:							List[str]			=op[2]

                file.write('''%-16s''' % ('''Replace %c''' % op[1] + ''' with ''' + str(op[2])))
                file.write('''\t\t''' + ''''''.join(string))
                file.write('''\r\n''')

                cost += 1
            elif op[0] == "D":
                string.pop(i)

                file.write('''%-16s''' % '''Delete %c''' % op[1])
                file.write('''\t\t\t''' + ''''''.join(string))
                file.write('''\r\n''')

                cost += 2
            else:
                string.insert(i, op[1])

                file.write('''%-16s''' % '''Insert %c''' % op[1])
                file.write('''\t\t\t''' + ''''''.join(string))
                file.write('''\r\n''')

                cost += 2

            i += 1

        print(''''''.join(string))
        print('''Cost: ''', cost)

        file.write('''\r\nMinimum cost: ''' + str(cost))







'''simple docstring'''
def     lowercase__       (       __lowercase						:  list    ,  __lowercase						:  int    ,  __lowercase						:  int    ,  __lowercase						:  int					)			->				int:



       """simple docstring"""






       __UpperCamelCase	=  int((lower_bound + upper_bound) // 2					)
       if array[r] == value:
              return r
       if lower_bound >= upper_bound:
              return -1
       if array[r] < value:
              return binary_search(__lowercase    ,  r + 1    ,  __lowercase    ,  __lowercase					)
       else:
              return binary_search(__lowercase    ,  __lowercase    ,  r - 1    ,  __lowercase					)
def     lowercase__       (       __lowercase						:  int    ,  __lowercase						:  list					)			->				list:



       """simple docstring"""






       __UpperCamelCase	=  0
       if matrix[index][0] == value:
              return [index, 0]
       while index < len(__lowercase					) and matrix[index][0] < value:
              __UpperCamelCase	=  binary_search(matrix[index]    ,  0    ,  len(matrix[index]					) - 1    ,  __lowercase					)
              if r != -1:
                     return [index, r]
              index += 1
       return [-1, -1]


if __name__ == "__main__":
    import doctest

    doctest.testmod()
