


def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case					,						__snake_case					,						__snake_case					,						)					->      tuple[list[list[int]], list[list[str]]]:







 """simple docstring"""


 _lowercase											=list(__snake_case						)
 _lowercase											=list(__snake_case						)
 _lowercase											=len(__snake_case						)
 _lowercase											=len(__snake_case						)

 _lowercase											=[
     [0 for _ in range(len_destination_seq + 1						)] for _ in range(len_source_seq + 1						)
 ]
 _lowercase											=[
     ['''0''' for _ in range(len_destination_seq + 1						)] for _ in range(len_source_seq + 1						)
 ]

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

 for i in range(1					,						len_destination_seq + 1						):
  _lowercase											=i * insert_cost
  _lowercase											=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]:
    _lowercase											=costs[i - 1][j - 1] + copy_cost
    _lowercase											=F"C{source_seq[i - 1]:c}"
   else:
    _lowercase											=costs[i - 1][j - 1] + replace_cost
    _lowercase											=F"R{source_seq[i - 1]:c}" + str(destination_seq[j - 1]						)

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

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

 return costs, ops
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case						)					->      list[str]:







 """simple docstring"""


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


if __name__ == "__main__":
  UpperCAmelCase__     ,UpperCAmelCase__            =							compute_transform_tables('''Python''', '''Algorithms''', -1, 1, 2, 2)

  UpperCAmelCase__            =							len(operations)
  UpperCAmelCase__            =							len(operations[0])
  UpperCAmelCase__            =							assemble_transformation(operations, m - 1, n - 1)

  UpperCAmelCase__            =							list('''Python''')
  UpperCAmelCase__            =							0
  UpperCAmelCase__            =							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":
        UpperCAmelCase__            =							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))





UpperCAmelCase__            =							[
    [0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
    [0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0],
    [0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0],
    [0, 1, 0, 0, 1, 1, 0, 0, 1, 1, 1, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0],
    [0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0],
]
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)					->      bool:







 """simple docstring"""


 return 0 <= row < rows and 0 <= col < cols
def     UpperCAmelCase_ (							__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)					->      int:







 """simple docstring"""


 _lowercase											=len(__snake_case						)
 _lowercase											=len(mat[0]						)
 if is_safe(__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						) and (row, col) not in seen and mat[row][col] == 1:
  seen.add((row, col)						)
  return (
      1
      + depth_first_search(row + 1					,						__snake_case					,						__snake_case					,						__snake_case						)
      + depth_first_search(row - 1					,						__snake_case					,						__snake_case					,						__snake_case						)
      + depth_first_search(__snake_case					,						col + 1					,						__snake_case					,						__snake_case						)
      + depth_first_search(__snake_case					,						col - 1					,						__snake_case					,						__snake_case						)
  )
 else:
  return 0
def     UpperCAmelCase_ (							__snake_case						)					->      int:







 """simple docstring"""


 _lowercase											=set()

 _lowercase											=0
 for row, line in enumerate(__snake_case						):
  for col, item in enumerate(__snake_case						):
   if item == 1 and (row, col) not in seen:
    # Maximizing the area
    _lowercase											=max(__snake_case					,						depth_first_search(__snake_case					,						__snake_case					,						__snake_case					,						__snake_case						)						)
 return max_area


if __name__ == "__main__":
  import doctest

  print(find_max_area(matrix))  # Output -> 6
  doctest.testmod()

