




def 							_A   (						lowerCAmelCase_     :					str   ,				lowerCAmelCase_     :					str   ,				lowerCAmelCase_     :					int   ,				lowerCAmelCase_     :					int   ,				lowerCAmelCase_     :					int   ,				lowerCAmelCase_     :					int   ,				):
     """simple docstring"""

     lowerCAmelCase__		= list(lowerCAmelCase_			)
     lowerCAmelCase__		= list(lowerCAmelCase_			)
     lowerCAmelCase__		= len(lowerCAmelCase_			)
     lowerCAmelCase__		= len(lowerCAmelCase_			)

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

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

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

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

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

     return costs, ops



def 							_A   (						lowerCAmelCase_     :					list[list[str]]   ,				lowerCAmelCase_     :					int   ,				lowerCAmelCase_     :					int			):
     """simple docstring"""

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






import unittest
from pathlib import Path

from transformers import is_vision_available, load_tool
from transformers.testing_utils import get_tests_dir

from .test_tools_common import ToolTesterMixin


if is_vision_available():
     from PIL import Image





class  __lowerCamelCase       (    unittest.TestCase	,				UpperCamelCase__    ):




    """simple docstring"""

    def    a      (       self     :     Any   )      ->       Tuple:
         lowerCAmelCase__		= load_tool("image-captioning"   )
         self.tool.setup()
         lowerCAmelCase__		= load_tool("image-captioning"   ,	remote=SCREAMING_SNAKE_CASE__   )


    def    a      (       self     :     int   )      ->       List[str]:
         lowerCAmelCase__		= Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"   )   ) / "000000039769.png"   )
         lowerCAmelCase__		= self.tool(SCREAMING_SNAKE_CASE__   )
         self.assertEqual(SCREAMING_SNAKE_CASE__   ,	"two cats sleeping on a couch"   )


    def    a      (       self     :     List[str]   )      ->       int:
         lowerCAmelCase__		= Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"   )   ) / "000000039769.png"   )
         lowerCAmelCase__		= self.remote_tool(SCREAMING_SNAKE_CASE__   )
         self.assertEqual(SCREAMING_SNAKE_CASE__   ,	"two cats sleeping on a couch"   )


    def    a      (       self     :     Any   )      ->       Any:
         lowerCAmelCase__		= Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"   )   ) / "000000039769.png"   )
         lowerCAmelCase__		= self.tool(image=SCREAMING_SNAKE_CASE__   )
         self.assertEqual(SCREAMING_SNAKE_CASE__   ,	"two cats sleeping on a couch"   )


    def    a      (       self     :     Dict   )      ->       Any:
         lowerCAmelCase__		= Image.open(Path(get_tests_dir("fixtures/tests_samples/COCO"   )   ) / "000000039769.png"   )
         lowerCAmelCase__		= self.remote_tool(image=SCREAMING_SNAKE_CASE__   )
         self.assertEqual(SCREAMING_SNAKE_CASE__   ,	"two cats sleeping on a couch"   )
