






"""simple docstring"""

def _lowerCAmelCase						(	__lowerCamelCase:str			,    __lowerCamelCase:str			,    __lowerCamelCase:int			,    __lowerCamelCase:int			,    __lowerCamelCase:int			,    __lowerCamelCase:int			,    ):

						'''simple docstring'''






						__magic_name__      =  list(__lowerCamelCase )
						__magic_name__      =  list(__lowerCamelCase )
						__magic_name__      =  len(__lowerCamelCase )
						__magic_name__      =  len(__lowerCamelCase )

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

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

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

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

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

						return costs, ops






def _lowerCAmelCase						(	__lowerCamelCase:list[list[str]]			,    __lowerCamelCase:int			,    __lowerCamelCase:int ):

						'''simple docstring'''






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


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

			lowercase           =							len(operations)
			lowercase           =							len(operations[0])
			lowercase           =							assemble_transformation(operations, m - 1, n - 1)

			lowercase           =							list('''Python''')
			lowercase           =							0
			lowercase           =							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           =							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 tempfile
import unittest
from typing import List

from transformers.models.esm.tokenization_esm import VOCAB_FILES_NAMES, EsmTokenizer
from transformers.testing_utils import require_tokenizers
from transformers.tokenization_utils import PreTrainedTokenizer
from transformers.tokenization_utils_base import PreTrainedTokenizerBase

@require_tokenizers
class     A_				(   unittest.TestCase	):
				UpperCAmelCase__										=					EsmTokenizer







				def      _snake_case       (				self				:    List[str]						)					->       Dict:
										super().setUp()
										__magic_name__      =  tempfile.mkdtemp()
										# fmt: off
										__magic_name__      =  ["<cls>", "<pad>", "<eos>", "<unk>", "L", "A", "G", "V", "S", "E", "R", "T", "I", "D", "P", "K", "Q", "N", "F", "Y", "M", "H", "W", "C", "X", "B", "U", "Z", "O", ".", "-", "<null_1>", "<mask>"]  # noqa: E501
										# fmt: on
										__magic_name__      =  os.path.join(self.tmpdirname    ,     VOCAB_FILES_NAMES["vocab_file"]						)
										with open(self.vocab_file    ,     "w"    ,     encoding="utf-8"						) as vocab_writer:
																vocab_writer.write("".join([x + "\n" for x in vocab_tokens]						)						)







				def      _snake_case       (				self				:    Optional[Any]    ,     **__lowerCamelCase				:    str						)					->       List[PreTrainedTokenizerBase]:
										return [self.get_tokenizer(**__lowerCamelCase						)]







				def      _snake_case       (				self				:    Dict    ,     **__lowerCamelCase				:    int						)					->       PreTrainedTokenizer:
										return self.tokenizer_class.from_pretrained(self.tmpdirname    ,     **__lowerCamelCase						)







				def      _snake_case       (				self				:    str						)					->       Optional[int]:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  tokenizer.tokenize("LAGVS"						)
										self.assertListEqual(__lowerCamelCase    ,     ["L", "A", "G", "V", "S"]						)
										self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCamelCase						)    ,     [4, 5, 6, 7, 8]						)







				def      _snake_case       (				self				:    int						)					->       Dict:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  "LAGVS"
										self.assertListEqual(tokenizer.encode(__lowerCamelCase						)    ,     [0, 4, 5, 6, 7, 8, 2]						)







				def      _snake_case       (				self				:    List[Any]						)					->       Tuple:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  ["LAGVS", "WCB"]
										__magic_name__      =  tokenizer(__lowerCamelCase    ,     padding=__lowerCamelCase						)["input_ids"]

										self.assertListEqual(__lowerCamelCase    ,     [[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2]]						)







				def      _snake_case       (				self				:    Union[str, Any]						)					->       List[str]:
										__magic_name__      =  self.tokenizer_class(self.vocab_file						)

										__magic_name__      =  ["LAGVS", "WCB"]
										__magic_name__      =  tokenizer(__lowerCamelCase    ,     padding=__lowerCamelCase						)["input_ids"]

										self.assertListEqual(__lowerCamelCase    ,     [[0, 4, 5, 6, 7, 8, 2], [0, 2_2, 2_3, 2_5, 2, 1, 1]]						)







				def      _snake_case       (				self				:    Union[str, Any]						)					->       Dict:
										__magic_name__      =  self.get_tokenizers(fast=__lowerCamelCase						)
										for tokenizer in tokenizers:
																with self.subTest(f'''{tokenizer.__class__.__name__}'''						):
																						__magic_name__      =  "<unk>"
																						__magic_name__      =  "<mask>"

																						__magic_name__      =  tokenizer.tokenize(__lowerCamelCase						)
																						__magic_name__      =  tokenizer.tokenize(__lowerCamelCase						)

																						self.assertEqual(len(__lowerCamelCase						)    ,     1						)
																						self.assertEqual(len(__lowerCamelCase						)    ,     1						)
																						self.assertEqual(token_a[0]    ,     __lowerCamelCase						)
																						self.assertEqual(token_a[0]    ,     __lowerCamelCase						)



