



def 						UpperCAmelCase__   (   UpperCAmelCase__			:str			,       UpperCAmelCase__			:str			,       UpperCAmelCase__			:int			,       UpperCAmelCase__			:int			,       UpperCAmelCase__			:int			,       UpperCAmelCase__			:int			,       ):






 '''simple docstring'''

 a							=		list(UpperCAmelCase__       )
 a							=		list(UpperCAmelCase__       )
 a							=		len(UpperCAmelCase__       )
 a							=		len(UpperCAmelCase__       )

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

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

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

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

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

 return costs, ops


def 						UpperCAmelCase__   (   UpperCAmelCase__			:list[list[str]]			,       UpperCAmelCase__			:int			,       UpperCAmelCase__			:int       ):






 '''simple docstring'''

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


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

     A_		:  Optional[int]										=  len(operations)
     A_		:  str										=  len(operations[0])
     A_		:  List[str]										=  assemble_transformation(operations, m - 1, n - 1)

     A_		:  Optional[int]										=  list('''Python''')
     A_		:  str										=  0
     A_		:  Optional[Any]										=  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_		:  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'''



import os
import unittest

import pytest
from parameterized import parameterized

from transformers.testing_utils import require_torch, require_torch_gpu, slow, torch_device


# skipping in unittest tests

__UpperCAmelCase     :Tuple												=  [(1,)]




def       _a      (		):





     '''simple docstring'''






     __UpperCAmelCase      :					Any    				=     bool(os.getenv('''RUN_SLOW'''     ,   0    )    )
     if run_slow:
          assert True
     else:
          assert False, "should have been skipped"




def       _a      (		):





     '''simple docstring'''






     __UpperCAmelCase      :					str    				=     bool(os.getenv('''RUN_SLOW'''     ,   0    )    )
     if run_slow and torch_device == "cuda":
          assert True
     else:
          assert False, "should have been skipped"



@require_torch
class       a							(						unittest.TestCase			):


     """simple docstring"""






     @slow
     @require_torch_gpu
     def 					lowerCamelCase__					(							self	:						Tuple     )		->				str:
          check_slow_torch_cuda()

     @require_torch_gpu
     @slow
     def 					lowerCamelCase__					(							self	:						Any     )		->				List[Any]:
          check_slow_torch_cuda()






     @parameterized.expand(snake_case     )
     @slow
     def 					lowerCamelCase__					(							self	:						Union[str, Any]				,					snake_case	:						int=None     )		->				Union[str, Any]:
          check_slow()




@slow
@require_torch_gpu
def       _a      (		):





     '''simple docstring'''






     check_slow_torch_cuda()




@require_torch_gpu
@slow
def       _a      (		):





     '''simple docstring'''






     check_slow_torch_cuda()




@slow
@pytest.mark.parametrize('''param'''     ,   [1]    )
def       _a      (		_lowercase   :      Union[str, Any]    ):





     '''simple docstring'''






     check_slow()




@pytest.mark.parametrize('''param'''     ,   [1]    )
@slow
def       _a      (		_lowercase   :      Dict    ):





     '''simple docstring'''






     check_slow()