


'''simple docstring'''

def _SCREAMING_SNAKE_CASE				(A  ,			A  ,			A  ,			A  ,			A  ,			A  ,			)	->	List[str]:






							"""simple docstring"""







							lowercase__				      =			list(A	)
							lowercase__				      =			list(A	)
							lowercase__				      =			len(A	)
							lowercase__				      =			len(A	)

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

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

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

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

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

							return costs, ops

def _SCREAMING_SNAKE_CASE				(A  ,			A  ,			A	)	->	str:






							"""simple docstring"""







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


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

	lowerCamelCase							:       Union[str, Any]  						=     len(operations)
	lowerCamelCase							:       List[str]  						=     len(operations[0])
	lowerCamelCase							:       str  						=     assemble_transformation(operations, m - 1, n - 1)

	lowerCamelCase							:       Union[str, Any]  						=     list('Python')
	lowerCamelCase							:       Union[str, Any]  						=     0
	lowerCamelCase							:       str  						=     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[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'''

from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available


lowerCamelCase							:       str  						=     {'configuration_nat': ['NAT_PRETRAINED_CONFIG_ARCHIVE_MAP', 'NatConfig']}


try:
 if not is_torch_available():
  raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
 pass
else:
 lowerCamelCase							:       Tuple  						=     [
     'NAT_PRETRAINED_MODEL_ARCHIVE_LIST',
     'NatForImageClassification',
     'NatModel',
     'NatPreTrainedModel',
     'NatBackbone',
 ]

if TYPE_CHECKING:
 from .configuration_nat import NAT_PRETRAINED_CONFIG_ARCHIVE_MAP, NatConfig

 try:
  if not is_torch_available():
   raise OptionalDependencyNotAvailable()
 except OptionalDependencyNotAvailable:
  pass
 else:
  from .modeling_nat import (
      NAT_PRETRAINED_MODEL_ARCHIVE_LIST,
      NatBackbone,
      NatForImageClassification,
      NatModel,
      NatPreTrainedModel,
  )

else:
 import sys

 lowerCamelCase							:       Optional[Any]  						=     _LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)




