
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 			UpperCamelCase_			(						__UpperCamelCase	,     unittest.TestCase   ):




							'''simple docstring'''

							UpperCamelCase_						   =							HerbertTokenizer
							UpperCamelCase_						   =							HerbertTokenizerFast
							UpperCamelCase_						   =							True
							def        lowerCAmelCase__ (				self) ->	int:
										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:
													UpperCamelCase__    :		Dict     =				f_data.read().replace('\n\n'     ,						'\n').strip()

										UpperCamelCase__    :		Union[str, Any]     =				[
										    '<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>',
										]
										UpperCamelCase__    :		List[Any]     =				dict(zip(UpperCamelCase     ,						range(len(UpperCamelCase))))
										UpperCamelCase__    :		Any     =				['l o 123', 'lo w 1456', 'e r</w> 1789', '']

										UpperCamelCase__    :		str     =				os.path.join(self.tmpdirname     ,						VOCAB_FILES_NAMES['vocab_file'])
										UpperCamelCase__    :		List[str]     =				os.path.join(self.tmpdirname     ,						VOCAB_FILES_NAMES['merges_file'])
										with open(self.vocab_file     ,						'w') as fp:
													fp.write(json.dumps(UpperCamelCase))
										with open(self.merges_file     ,						'w') as fp:
													fp.write('\n'.join(UpperCamelCase))
							def        lowerCAmelCase__ (				self     ,						UpperCamelCase) ->	Optional[Any]:
										UpperCamelCase__    :		Dict     =				'lower newer'
										UpperCamelCase__    :		int     =				'lower newer'
										return input_text, output_text
							def        lowerCAmelCase__ (				self) ->	Tuple:
										UpperCamelCase__    :		Optional[int]     =				self.tokenizer_class(vocab_file=self.vocab_file     ,						merges_file=self.merges_file)

										UpperCamelCase__    :		int     =				'lower'
										UpperCamelCase__    :		int     =				['low', 'er</w>']
										UpperCamelCase__    :		str     =				tokenizer.tokenize(UpperCamelCase)
										self.assertListEqual(UpperCamelCase     ,						UpperCamelCase)

										UpperCamelCase__    :		List[Any]     =				tokens + ['<unk>']
										UpperCamelCase__    :		Union[str, Any]     =				[16, 17, 23]
										self.assertListEqual(tokenizer.convert_tokens_to_ids(UpperCamelCase)     ,						UpperCamelCase)
							def        lowerCAmelCase__ (				self) ->	str:
										if not self.test_rust_tokenizer:
													return

										UpperCamelCase__    :		List[str]     =				self.get_tokenizer()
										UpperCamelCase__    :		Optional[int]     =				self.get_rust_tokenizer()

										UpperCamelCase__    :		Union[str, Any]     =				'lower,newer'

										UpperCamelCase__    :		Union[str, Any]     =				tokenizer.tokenize(UpperCamelCase)
										UpperCamelCase__    :		str     =				rust_tokenizer.tokenize(UpperCamelCase)
										self.assertListEqual(UpperCamelCase     ,						UpperCamelCase)

										UpperCamelCase__    :		List[Any]     =				tokenizer.encode(UpperCamelCase     ,						add_special_tokens=UpperCamelCase)
										UpperCamelCase__    :		Dict     =				rust_tokenizer.encode(UpperCamelCase     ,						add_special_tokens=UpperCamelCase)
										self.assertListEqual(UpperCamelCase     ,						UpperCamelCase)

										UpperCamelCase__    :		int     =				self.get_rust_tokenizer()
										UpperCamelCase__    :		Optional[Any]     =				tokenizer.encode(UpperCamelCase)
										UpperCamelCase__    :		str     =				rust_tokenizer.encode(UpperCamelCase)
										self.assertListEqual(UpperCamelCase     ,						UpperCamelCase)






							@slow
							def        lowerCAmelCase__ (				self) ->	List[Any]:
										UpperCamelCase__    :		Dict     =				self.tokenizer_class.from_pretrained('allegro/herbert-base-cased')

										UpperCamelCase__    :		List[str]     =				tokenizer.encode('konstruowanie sekwencji'     ,						add_special_tokens=UpperCamelCase)
										UpperCamelCase__    :		Optional[Any]     =				tokenizer.encode('konstruowanie wielu sekwencji'     ,						add_special_tokens=UpperCamelCase)

										UpperCamelCase__    :		Dict     =				tokenizer.build_inputs_with_special_tokens(UpperCamelCase)
										UpperCamelCase__    :		int     =				tokenizer.build_inputs_with_special_tokens(UpperCamelCase     ,						UpperCamelCase)

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





import numpy as np

UpperCAmelCase__				:  str       					=				[
    ['''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 			UpperCamelCase_			:




							'''simple docstring'''

							def __init__(				self) ->	None:
										UpperCamelCase__    :		Any     =				np.array(UpperCamelCase)
							def        lowerCAmelCase__ (				self     ,						UpperCamelCase) ->	np.ndarray:
										UpperCamelCase__   ,			UpperCamelCase__    :		Optional[int]     =				np.where(letter == self.SQUARE)
										UpperCamelCase__    :		int     =				np.concatenate([indexa + 1, indexa + 1])
										return indexes
							def        lowerCAmelCase__ (				self     ,						UpperCamelCase     ,						UpperCamelCase) ->	str:
										return self.SQUARE[indexa - 1, indexa - 1]
							def        lowerCAmelCase__ (				self     ,						UpperCamelCase) ->	str:
										UpperCamelCase__    :		str     =				message.lower()
										UpperCamelCase__    :		int     =				message.replace('j'     ,						'i')

										UpperCamelCase__    :		List[Any]     =				''
										for letter_index in range(len(UpperCamelCase)):
													if message[letter_index] != " ":
																UpperCamelCase__    :		Union[str, Any]     =				self.letter_to_numbers(message[letter_index])
																UpperCamelCase__    :		int     =				encoded_message + str(numbers[0]) + str(numbers[1])
													elif message[letter_index] == " ":
																UpperCamelCase__    :		str     =				encoded_message + ' '

										return encoded_message






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

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

										return decoded_message



