
def 					A       ( UpperCamelCase_   :       str  ,		UpperCamelCase_   :       str  ,		UpperCamelCase_   :       int  ,		UpperCamelCase_   :       int  ,		UpperCamelCase_   :       int  ,		UpperCamelCase_   :       int  ,		)   ->    tuple[list[list[int]], list[list[str]]]:







			'''simple docstring'''



			lowerCAmelCase__									=							list(UpperCamelCase_ )
			lowerCAmelCase__									=							list(UpperCamelCase_ )
			lowerCAmelCase__									=							len(UpperCamelCase_ )
			lowerCAmelCase__									=							len(UpperCamelCase_ )

			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       ( UpperCamelCase_   :       list[list[str]]  ,		UpperCamelCase_   :       int  ,		UpperCamelCase_   :       int )   ->    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__									=							assemble_transformation(UpperCamelCase_  ,		i - 1  ,		j - 1 )
									seq.append(ops[i][j] )
									return seq
						elif ops[i][j][0] == "D":
									lowerCAmelCase__									=							assemble_transformation(UpperCamelCase_  ,		i - 1  ,		UpperCamelCase_ )
									seq.append(ops[i][j] )
									return seq
						else:
									lowerCAmelCase__									=							assemble_transformation(UpperCamelCase_  ,		UpperCamelCase_  ,		j - 1 )
									seq.append(ops[i][j] )
									return seq


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

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

		UpperCAmelCase__				:	Union[str, Any]					=						list("Python")
		UpperCAmelCase__				:	List[str]					=						0
		UpperCAmelCase__				:	Optional[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":
								UpperCAmelCase__				:	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))







'''simple docstring'''

UpperCAmelCase__				:	List[str]					=						"\n# Transformers installation\n! pip install transformers datasets evaluate\n# To install from source instead of the last release, comment the command above and uncomment the following one.\n# ! pip install git+https://github.com/huggingface/transformers.git\n"

UpperCAmelCase__				:	Any					=						[{"type": "code", "content": INSTALL_CONTENT}]
UpperCAmelCase__				:	Union[str, Any]					=						{
    "{processor_class}": "FakeProcessorClass",
    "{model_class}": "FakeModelClass",
    "{object_class}": "FakeObjectClass",
}





