import json
import os
import unittest

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin
@require_tokenizers
class 	_a  (							lowerCamelCase_							,		unittest.TestCase					):



	"""simple docstring"""



	__SCREAMING_SNAKE_CASE              =					HerbertTokenizer
	__SCREAMING_SNAKE_CASE              =					HerbertTokenizerFast
	__SCREAMING_SNAKE_CASE              =					True


	def __lowerCAmelCase      (   self       ):
		super().setUp()

		# Use a simpler test file without japanese/chinese characters
		with open(F'''{get_tests_dir()}/fixtures/sample_text_no_unicode.txt'''       ,  encoding="utf-8"       ) as f_data:
			_lowercase   =f_data.read().replace("\n\n"       ,  "\n"       ).strip()

		_lowercase   =[
		    "<s>",
		    "</s>",
		    "l",
		    "o",
		    "w",
		    "e",
		    "r",
		    "s",
		    "t",
		    "i",
		    "d",
		    "n",
		    "w</w>",
		    "r</w>",
		    "t</w>",
		    "lo",
		    "low",
		    "er</w>",
		    "low</w>",
		    "lowest</w>",
		    "newer</w>",
		    "wider</w>",
		    ",</w>",
		    "<unk>",
		]
		_lowercase   =dict(zip(lowerCAmelCase_       ,  range(len(lowerCAmelCase_       )       )       )       )
		_lowercase   =["l o 123", "lo w 1456", "e r</w> 1789", ""]

		_lowercase   =os.path.join(self.tmpdirname       ,  VOCAB_FILES_NAMES["vocab_file"]       )
		_lowercase   =os.path.join(self.tmpdirname       ,  VOCAB_FILES_NAMES["merges_file"]       )
		with open(self.vocab_file       ,  "w"       ) as fp:
			fp.write(json.dumps(lowerCAmelCase_       )       )
		with open(self.merges_file       ,  "w"       ) as fp:
			fp.write("\n".join(lowerCAmelCase_       )       )


	def __lowerCAmelCase      (   self       ,  lowerCAmelCase_       ):
		_lowercase   ="lower newer"
		_lowercase   ="lower newer"
		return input_text, output_text


	def __lowerCAmelCase      (   self       ):
		_lowercase   =self.tokenizer_class(vocab_file=self.vocab_file       ,  merges_file=self.merges_file       )

		_lowercase   ="lower"
		_lowercase   =["low", "er</w>"]
		_lowercase   =tokenizer.tokenize(lowerCAmelCase_       )
		self.assertListEqual(lowerCAmelCase_       ,  lowerCAmelCase_       )

		_lowercase   =tokens + ["<unk>"]
		_lowercase   =[16, 17, 23]
		self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase_       )       ,  lowerCAmelCase_       )


	def __lowerCAmelCase      (   self       ):
		if not self.test_rust_tokenizer:
			return

		_lowercase   =self.get_tokenizer()
		_lowercase   =self.get_rust_tokenizer()

		_lowercase   ="lower,newer"

		_lowercase   =tokenizer.tokenize(lowerCAmelCase_       )
		_lowercase   =rust_tokenizer.tokenize(lowerCAmelCase_       )
		self.assertListEqual(lowerCAmelCase_       ,  lowerCAmelCase_       )

		_lowercase   =tokenizer.encode(lowerCAmelCase_       ,  add_special_tokens=lowerCAmelCase_       )
		_lowercase   =rust_tokenizer.encode(lowerCAmelCase_       ,  add_special_tokens=lowerCAmelCase_       )
		self.assertListEqual(lowerCAmelCase_       ,  lowerCAmelCase_       )

		_lowercase   =self.get_rust_tokenizer()
		_lowercase   =tokenizer.encode(lowerCAmelCase_       )
		_lowercase   =rust_tokenizer.encode(lowerCAmelCase_       )
		self.assertListEqual(lowerCAmelCase_       ,  lowerCAmelCase_       )


	@slow
	def __lowerCAmelCase      (   self       ):
		_lowercase   =self.tokenizer_class.from_pretrained("allegro/herbert-base-cased"       )

		_lowercase   =tokenizer.encode("konstruowanie sekwencji"       ,  add_special_tokens=lowerCAmelCase_       )
		_lowercase   =tokenizer.encode("konstruowanie wielu sekwencji"       ,  add_special_tokens=lowerCAmelCase_       )

		_lowercase   =tokenizer.build_inputs_with_special_tokens(lowerCAmelCase_       )
		_lowercase   =tokenizer.build_inputs_with_special_tokens(lowerCAmelCase_       ,  lowerCAmelCase_       )

		assert encoded_sentence == [0] + text + [2]
		assert encoded_pair == [0] + text + [2] + text_a + [2]








import numpy as np

_UpperCAmelCase      :	int  =[
    ["""a""", """b""", """c""", """d""", """e"""],
    ["""f""", """g""", """h""", """i""", """k"""],
    ["""l""", """m""", """n""", """o""", """p"""],
    ["""q""", """r""", """s""", """t""", """u"""],
    ["""v""", """w""", """x""", """y""", """z"""],
]







class 					snake_case__:







						'''simple docstring'''




						def __init__(					self				)       ->     None:
										lowerCAmelCase_			:   List[Any]     					=					np.array(__lowercase				)




						def     lowercase_			(					self ,    __lowercase				)       ->     np.ndarray:
										lowerCAmelCase_					,	lowerCAmelCase_			:   List[str]     					=					np.where(letter == self.SQUARE				)
										lowerCAmelCase_			:   Union[str, Any]     					=					np.concatenate([indexa + 1, indexa + 1]				)
										return indexes




						def     lowercase_			(					self ,    __lowercase ,    __lowercase				)       ->     str:
										return self.SQUARE[indexa - 1, indexa - 1]




						def     lowercase_			(					self ,    __lowercase				)       ->     str:
										lowerCAmelCase_			:   Dict     					=					message.lower()
										lowerCAmelCase_			:   Any     					=					message.replace('''j''' ,    '''i'''				)

										lowerCAmelCase_			:   Optional[Any]     					=					''''''
										for letter_index in range(len(__lowercase				)				):
														if message[letter_index] != " ":
																		lowerCAmelCase_			:   Optional[Any]     					=					self.letter_to_numbers(message[letter_index]				)
																		lowerCAmelCase_			:   List[Any]     					=					encoded_message + str(numbers[0]				) + str(numbers[1]				)
														elif message[letter_index] == " ":
																		lowerCAmelCase_			:   Optional[Any]     					=					encoded_message + ''' '''

										return encoded_message




						def     lowercase_			(					self ,    __lowercase				)       ->     str:
										lowerCAmelCase_			:   List[str]     					=					message.replace(''' ''' ,    '''  '''				)
										lowerCAmelCase_			:   Union[str, Any]     					=					''''''
										for numbers_index in range(int(len(__lowercase				) / 2				)				):
														if message[numbers_index * 2] != " ":
																		lowerCAmelCase_			:   Any     					=					message[numbers_index * 2]
																		lowerCAmelCase_			:   Dict     					=					message[numbers_index * 2 + 1]

																		lowerCAmelCase_			:   Dict     					=					self.numbers_to_letter(int(__lowercase				) ,    int(__lowercase				)				)
																		lowerCAmelCase_			:   Tuple     					=					decoded_message + letter
														elif message[numbers_index * 2] == " ":
																		lowerCAmelCase_			:   List[str]     					=					decoded_message + ''' '''

										return decoded_message