





def      SCREAMING_SNAKE_CASE      (   lowerCAmelCase     ,							lowerCAmelCase     ,							lowerCAmelCase     ,							lowerCAmelCase     ,							lowerCAmelCase     ,							lowerCAmelCase     ,							):
       _UpperCamelCase														=    list(lowerCAmelCase       )
       _UpperCamelCase														=    list(lowerCAmelCase       )
       _UpperCamelCase														=    len(lowerCAmelCase       )
       _UpperCamelCase														=    len(lowerCAmelCase       )

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


if __name__ == "__main__":
       lowercase						,lowercase     :			List[Any]     						=	compute_transform_tables("""Python""", """Algorithms""", -1, 1, 2, 2)

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

       lowercase     :			Dict     						=	list("""Python""")
       lowercase     :			Union[str, Any]     						=	0
       lowercase     :			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":
                            lowercase     :			Any     						=	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 			__A(    unittest.TestCase    ,      __UpperCAmelCase			):

     def 						_UpperCamelCase  (   self   ):





            """simple docstring"""

            _UpperCamelCase														=    load_tool('''image-question-answering'''   )
            self.tool.setup()
            _UpperCamelCase														=    load_tool('''image-question-answering''',							remote=A   )

     def 						_UpperCamelCase  (   self   ):





            """simple docstring"""

            _UpperCamelCase														=    Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''   )
            _UpperCamelCase														=    self.tool(A,							'''How many cats are sleeping on the couch?'''   )
            self.assertEqual(A,							'''2'''   )

     def 						_UpperCamelCase  (   self   ):





            """simple docstring"""

            _UpperCamelCase														=    Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''   )
            _UpperCamelCase														=    self.remote_tool(A,							'''How many cats are sleeping on the couch?'''   )
            self.assertEqual(A,							'''2'''   )

     def 						_UpperCamelCase  (   self   ):





            """simple docstring"""

            _UpperCamelCase														=    Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''   )
            _UpperCamelCase														=    self.tool(image=A,							question='''How many cats are sleeping on the couch?'''   )
            self.assertEqual(A,							'''2'''   )



     def 						_UpperCamelCase  (   self   ):





            """simple docstring"""

            _UpperCamelCase														=    Image.open(Path(get_tests_dir('''fixtures/tests_samples/COCO'''   )   ) / '''000000039769.png'''   )
            _UpperCamelCase														=    self.remote_tool(image=A,							question='''How many cats are sleeping on the couch?'''   )
            self.assertEqual(A,							'''2'''   )






