


"""simple docstring"""






def     lowerCamelCase_(						_lowerCamelCase       ,						_lowerCamelCase       ,						_lowerCamelCase       ,						_lowerCamelCase       ,						_lowerCamelCase       ,						_lowerCamelCase       ,						)  ->			Optional[int]:
   '''simple docstring'''





   _lowerCamelCase					:							str				=			list(lowerCAmelCase_    )
   _lowerCamelCase					:							Optional[int]				=			list(lowerCAmelCase_    )
   _lowerCamelCase					:							Tuple				=			len(lowerCAmelCase_    )
   _lowerCamelCase					:							Optional[Any]				=			len(lowerCAmelCase_    )

   _lowerCamelCase					:							str				=			[
       [0 for _ in range(len_destination_seq + 1    )] for _ in range(len_source_seq + 1    )
   ]
   _lowerCamelCase					:							List[Any]				=			[
       ["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					:							Optional[Any]				=			i * delete_cost
      _lowerCamelCase					:							str				=			F"""D{source_seq[i - 1]:c}"""

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

         if costs[i - 1][j] + delete_cost < costs[i][j]:
            _lowerCamelCase					:							Dict				=			costs[i - 1][j] + delete_cost
            _lowerCamelCase					:							Union[str, Any]				=			F"""D{source_seq[i - 1]:c}"""

         if costs[i][j - 1] + insert_cost < costs[i][j]:
            _lowerCamelCase					:							Union[str, Any]				=			costs[i][j - 1] + insert_cost
            _lowerCamelCase					:							Optional[int]				=			F"""I{destination_seq[j - 1]:c}"""

   return costs, ops







def     lowerCamelCase_(						_lowerCamelCase       ,						_lowerCamelCase       ,						_lowerCamelCase    )  ->			List[str]:
   '''simple docstring'''





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


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

  _lowerCAmelCase				:  Optional[int] 					=     len(operations)
  _lowerCAmelCase				:  Any 					=     len(operations[0])
  _lowerCAmelCase				:  int 					=     assemble_transformation(operations, m - 1, n - 1)

  _lowerCAmelCase				:  int 					=     list('''Python''')
  _lowerCAmelCase				:  Optional[Any] 					=     0
  _lowerCAmelCase				:  int 					=     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":
        _lowerCAmelCase				:  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))





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"   )
