


'''simple docstring'''





import os
from shutil import copyfile
from typing import List, Optional, Tuple

from ...tokenization_utils_fast import AddedToken, PreTrainedTokenizerFast
from ...utils import logging


lowerCAmelCase					 =	logging.get_logger(__name__)

lowerCAmelCase					 =	{'''vocab_file''': '''spiece.model''', '''tokenizer_file''': '''tokenizer.json'''}

lowerCAmelCase					 =	{
    '''vocab_file''': {
        '''TsinghuaAI/CPM-Generate''': '''https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/spiece.model''',
    },
    '''tokenizer_file''': {
        '''TsinghuaAI/CPM-Generate''': '''https://huggingface.co/TsinghuaAI/CPM-Generate/resolve/main/tokenizer.json''',
    },
}





class    A					(     a_				):


							def __init__(self   ,       lowerCAmelCase=None   ,       lowerCAmelCase=None   ,       lowerCAmelCase=False   ,       lowerCAmelCase=True   ,       lowerCAmelCase=False   ,       lowerCAmelCase="<s>"   ,       lowerCAmelCase="</s>"   ,       lowerCAmelCase="<unk>"   ,       lowerCAmelCase="<sep>"   ,       lowerCAmelCase="<pad>"   ,       lowerCAmelCase="<cls>"   ,       lowerCAmelCase="<mask>"   ,       lowerCAmelCase=["<eop>", "<eod>"]   ,       **lowerCAmelCase   ,       ):
									__lowercase=    AddedToken(lowerCAmelCase   ,       lstrip=lowerCAmelCase   ,       rstrip=lowerCAmelCase      ) if isinstance(lowerCAmelCase   ,       lowerCAmelCase      ) else mask_token

									super().__init__(
									    vocab_file=lowerCAmelCase   ,       tokenizer_file=lowerCAmelCase   ,       do_lower_case=lowerCAmelCase   ,       remove_space=lowerCAmelCase   ,       keep_accents=lowerCAmelCase   ,       bos_token=lowerCAmelCase   ,       eos_token=lowerCAmelCase   ,       unk_token=lowerCAmelCase   ,       sep_token=lowerCAmelCase   ,       pad_token=lowerCAmelCase   ,       cls_token=lowerCAmelCase   ,       mask_token=lowerCAmelCase   ,       additional_special_tokens=lowerCAmelCase   ,       **lowerCAmelCase   ,       )

									__lowercase=    3
									__lowercase=    do_lower_case
									__lowercase=    remove_space
									__lowercase=    keep_accents
									__lowercase=    vocab_file
									__lowercase=    False if not self.vocab_file else True

									try:
											import jieba
									except ModuleNotFoundError as error:
											raise error.__class__(
											    'You need to install jieba to use CpmTokenizer or CpmTokenizerFast. '
											    'See https://pypi.org/project/jieba/ for installation.'      )
									__lowercase=    jieba
									__lowercase=    str.maketrans(' \n'   ,       '\u2582\u2583'      )


							def     _A (self   ,       lowerCAmelCase   ,       lowerCAmelCase = None      ):
									__lowercase=    [self.sep_token_id]
									__lowercase=    [self.cls_token_id]
									if token_ids_a is None:
											return token_ids_a + sep + cls
									return token_ids_a + sep + token_ids_a + sep + cls


							def     _A (self   ,       lowerCAmelCase   ,       lowerCAmelCase = None      ):
									__lowercase=    [self.sep_token_id]
									__lowercase=    [2]

									if token_ids_a is None:
											return len(token_ids_a + sep      ) * [0] + cls_segment_id
									return len(token_ids_a + sep      ) * [0] + len(token_ids_a + sep      ) * [1] + cls_segment_id


							def     _A (self   ,       lowerCAmelCase   ,       lowerCAmelCase = None      ):
									if not self.can_save_slow_tokenizer:
											raise ValueError(
											    'Your fast tokenizer does not have the necessary information to save the vocabulary for a slow '
											    'tokenizer.'      )

									if not os.path.isdir(lowerCAmelCase      ):
											logger.error(f'Vocabulary path ({save_directory}) should be a directory'      )
											return
									__lowercase=    os.path.join(
									    lowerCAmelCase   ,       (filename_prefix + '-' if filename_prefix else '') + VOCAB_FILES_NAMES['vocab_file']      )

									if os.path.abspath(self.vocab_file      ) != os.path.abspath(lowerCAmelCase      ):
											copyfile(self.vocab_file   ,       lowerCAmelCase      )

									return (out_vocab_file,)


							def     _A (self   ,       lowerCAmelCase   ,       *lowerCAmelCase   ,       **lowerCAmelCase      ):
									__lowercase=    [
									    ' '.join([x.translate(self.translator      ) for x in self.jieba.cut(lowerCAmelCase   ,       cut_all=lowerCAmelCase      )]      )
									    for text in batch_text_or_text_pairs
									]
									return super()._batch_encode_plus(lowerCAmelCase   ,       *lowerCAmelCase   ,       **lowerCAmelCase      )







							def     _A (self   ,       *lowerCAmelCase   ,       **lowerCAmelCase      ):
									__lowercase=    super()._decode(*lowerCAmelCase   ,       **lowerCAmelCase      )
									__lowercase=    text.replace(' '   ,       ''      ).replace('\u2582'   ,       ' '      ).replace('\u2583'   ,       '\n'      )
									return text










import os
import unittest

from transformers import ElectraTokenizerFast
from transformers.models.electra.tokenization_electra import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    ElectraTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english





@require_tokenizers
class    A					(     A_      ,       unittest.TestCase				):
							UpperCamelCase_     :							Tuple =ElectraTokenizer
							UpperCamelCase_     :							Tuple =ElectraTokenizerFast
							UpperCamelCase_     :							Any =True
							UpperCamelCase_     :							List[str] =True
							UpperCamelCase_     :							Any =filter_non_english


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

									__lowercase=    [
									    '[UNK]',
									    '[CLS]',
									    '[SEP]',
									    '[PAD]',
									    '[MASK]',
									    'want',
									    '##want',
									    '##ed',
									    'wa',
									    'un',
									    'runn',
									    '##ing',
									    ',',
									    'low',
									    'lowest',
									]
									__lowercase=    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     _A (self   ,       lowerCAmelCase      ):
									__lowercase=    'UNwant\u00E9d,running'
									__lowercase=    'unwanted, running'
									return input_text, output_text


							def     _A (self      ):
									__lowercase=    self.tokenizer_class(self.vocab_file      )

									__lowercase=    tokenizer.tokenize('UNwant\u00E9d,running'      )
									self.assertListEqual(lowerCAmelCase   ,       ['un', '##want', '##ed', ',', 'runn', '##ing']      )
									self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase      )   ,       [9, 6, 7, 1_2, 1_0, 1_1]      )


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

									__lowercase=    self.get_tokenizer()
									__lowercase=    self.get_rust_tokenizer()

									__lowercase=    'UNwant\u00E9d,running'

									__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      )

									# With lower casing
									__lowercase=    self.get_tokenizer(do_lower_case=lowerCAmelCase      )
									__lowercase=    self.get_rust_tokenizer(do_lower_case=lowerCAmelCase      )

									__lowercase=    'UNwant\u00E9d,running'

									__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      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer()

									self.assertListEqual(tokenizer.tokenize('ah\u535A\u63A8zz'      )   ,       ['ah', '\u535A', '\u63A8', 'zz']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  '      )   ,       ['hello', '!', 'how', 'are', 'you', '?']      )
									self.assertListEqual(tokenizer.tokenize('H\u00E9llo'      )   ,       ['hello']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase   ,       strip_accents=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '      )   ,       ['hällo', '!', 'how', 'are', 'you', '?']      )
									self.assertListEqual(tokenizer.tokenize('H\u00E9llo'      )   ,       ['h\u00E9llo']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase   ,       strip_accents=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '      )   ,       ['hallo', '!', 'how', 'are', 'you', '?']      )
									self.assertListEqual(tokenizer.tokenize('H\u00E9llo'      )   ,       ['hello']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '      )   ,       ['hallo', '!', 'how', 'are', 'you', '?']      )
									self.assertListEqual(tokenizer.tokenize('H\u00E9llo'      )   ,       ['hello']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU?  '      )   ,       ['HeLLo', '!', 'how', 'Are', 'yoU', '?']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase   ,       strip_accents=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '      )   ,       ['HäLLo', '!', 'how', 'Are', 'yoU', '?']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase   ,       strip_accents=lowerCAmelCase      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHäLLo!how  \n Are yoU?  '      )   ,       ['HaLLo', '!', 'how', 'Are', 'yoU', '?']      )


							def     _A (self      ):
									__lowercase=    BasicTokenizer(do_lower_case=lowerCAmelCase   ,       never_split=['[UNK]']      )

									self.assertListEqual(
									    tokenizer.tokenize(' \tHeLLo!how  \n Are yoU? [UNK]'      )   ,       ['HeLLo', '!', 'how', 'Are', 'yoU', '?', '[UNK]']      )


							def     _A (self      ):
									__lowercase=    ['[UNK]', '[CLS]', '[SEP]', 'want', '##want', '##ed', 'wa', 'un', 'runn', '##ing']

									__lowercase=    {}
									for i, token in enumerate(lowerCAmelCase      ):
											__lowercase=    i
									__lowercase=    WordpieceTokenizer(vocab=lowerCAmelCase   ,       unk_token='[UNK]'      )

									self.assertListEqual(tokenizer.tokenize(''      )   ,       []      )

									self.assertListEqual(tokenizer.tokenize('unwanted running'      )   ,       ['un', '##want', '##ed', 'runn', '##ing']      )

									self.assertListEqual(tokenizer.tokenize('unwantedX running'      )   ,       ['[UNK]', 'runn', '##ing']      )


							def     _A (self      ):
									self.assertTrue(_is_whitespace(' '      )      )
									self.assertTrue(_is_whitespace('\t'      )      )
									self.assertTrue(_is_whitespace('\r'      )      )
									self.assertTrue(_is_whitespace('\n'      )      )
									self.assertTrue(_is_whitespace('\u00A0'      )      )

									self.assertFalse(_is_whitespace('A'      )      )
									self.assertFalse(_is_whitespace('-'      )      )


							def     _A (self      ):
									self.assertTrue(_is_control('\u0005'      )      )

									self.assertFalse(_is_control('A'      )      )
									self.assertFalse(_is_control(' '      )      )
									self.assertFalse(_is_control('\t'      )      )
									self.assertFalse(_is_control('\r'      )      )


							def     _A (self      ):
									self.assertTrue(_is_punctuation('-'      )      )
									self.assertTrue(_is_punctuation('$'      )      )
									self.assertTrue(_is_punctuation('`'      )      )
									self.assertTrue(_is_punctuation('.'      )      )

									self.assertFalse(_is_punctuation('A'      )      )
									self.assertFalse(_is_punctuation(' '      )      )


							def     _A (self      ):
									__lowercase=    self.get_tokenizer()
									__lowercase=    self.get_rust_tokenizer()

									# Example taken from the issue https://github.com/huggingface/tokenizers/issues/340
									self.assertListEqual([tokenizer.tokenize(lowerCAmelCase      ) for t in ['Test', '\xad', 'test']]   ,       [['[UNK]'], [], ['[UNK]']]      )

									self.assertListEqual(
									    [rust_tokenizer.tokenize(lowerCAmelCase      ) for t in ['Test', '\xad', 'test']]   ,       [['[UNK]'], [], ['[UNK]']]      )


							@slow
							def     _A (self      ):
									__lowercase=    self.tokenizer_class.from_pretrained('google/electra-base-discriminator'      )

									__lowercase=    tokenizer.encode('sequence builders'   ,       add_special_tokens=lowerCAmelCase      )
									__lowercase=    tokenizer.encode('multi-sequence build'   ,       add_special_tokens=lowerCAmelCase      )

									__lowercase=    tokenizer.build_inputs_with_special_tokens(lowerCAmelCase      )
									__lowercase=    tokenizer.build_inputs_with_special_tokens(lowerCAmelCase   ,       lowerCAmelCase      )

									assert encoded_sentence == [1_0_1] + text + [1_0_2]
									assert encoded_pair == [1_0_1] + text + [1_0_2] + text_a + [1_0_2]


							def     _A (self      ):
									for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
											with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'      ):
													__lowercase=    self.rust_tokenizer_class.from_pretrained(lowerCAmelCase   ,       **lowerCAmelCase      )

													__lowercase=    f'A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'
													__lowercase=    tokenizer_r.encode_plus(
													    lowerCAmelCase   ,       return_attention_mask=lowerCAmelCase   ,       return_token_type_ids=lowerCAmelCase   ,       return_offsets_mapping=lowerCAmelCase   ,       add_special_tokens=lowerCAmelCase   ,       )

													__lowercase=    tokenizer_r.do_lower_case if hasattr(lowerCAmelCase   ,       'do_lower_case'      ) else False
													__lowercase=    (
													    [
													        ((0, 0), tokenizer_r.cls_token),
													        ((0, 1), 'A'),
													        ((1, 2), ','),
													        ((3, 5), 'na'),
													        ((5, 6), '##ï'),
													        ((6, 8), '##ve'),
													        ((9, 1_5), tokenizer_r.mask_token),
													        ((1_6, 2_1), 'Allen'),
													        ((2_1, 2_3), '##NL'),
													        ((2_3, 2_4), '##P'),
													        ((2_5, 3_3), 'sentence'),
													        ((3_3, 3_4), '.'),
													        ((0, 0), tokenizer_r.sep_token),
													    ]
													    if not do_lower_case
													    else [
													        ((0, 0), tokenizer_r.cls_token),
													        ((0, 1), 'a'),
													        ((1, 2), ','),
													        ((3, 8), 'naive'),
													        ((9, 1_5), tokenizer_r.mask_token),
													        ((1_6, 2_1), 'allen'),
													        ((2_1, 2_3), '##nl'),
													        ((2_3, 2_4), '##p'),
													        ((2_5, 3_3), 'sentence'),
													        ((3_3, 3_4), '.'),
													        ((0, 0), tokenizer_r.sep_token),
													    ]
													)

													self.assertEqual(
													    [e[1] for e in expected_results]   ,       tokenizer_r.convert_ids_to_tokens(tokens['input_ids']      )      )
													self.assertEqual([e[0] for e in expected_results]   ,       tokens['offset_mapping']      )







							def     _A (self      ):
									__lowercase=    ['的', '人', '有']
									__lowercase=    ''.join(lowerCAmelCase      )
									for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
											with self.subTest(f'{tokenizer.__class__.__name__} ({pretrained_name})'      ):
													__lowercase=    True
													__lowercase=    self.tokenizer_class.from_pretrained(lowerCAmelCase   ,       **lowerCAmelCase      )
													__lowercase=    self.rust_tokenizer_class.from_pretrained(lowerCAmelCase   ,       **lowerCAmelCase      )

													__lowercase=    tokenizer_p.encode(lowerCAmelCase   ,       add_special_tokens=lowerCAmelCase      )
													__lowercase=    tokenizer_r.encode(lowerCAmelCase   ,       add_special_tokens=lowerCAmelCase      )

													__lowercase=    tokenizer_r.convert_ids_to_tokens(lowerCAmelCase      )
													__lowercase=    tokenizer_p.convert_ids_to_tokens(lowerCAmelCase      )

													# it is expected that each Chinese character is not preceded by "##"
													self.assertListEqual(lowerCAmelCase   ,       lowerCAmelCase      )
													self.assertListEqual(lowerCAmelCase   ,       lowerCAmelCase      )

													__lowercase=    False
													__lowercase=    self.rust_tokenizer_class.from_pretrained(lowerCAmelCase   ,       **lowerCAmelCase      )
													__lowercase=    self.tokenizer_class.from_pretrained(lowerCAmelCase   ,       **lowerCAmelCase      )

													__lowercase=    tokenizer_r.encode(lowerCAmelCase   ,       add_special_tokens=lowerCAmelCase      )
													__lowercase=    tokenizer_p.encode(lowerCAmelCase   ,       add_special_tokens=lowerCAmelCase      )

													__lowercase=    tokenizer_r.convert_ids_to_tokens(lowerCAmelCase      )
													__lowercase=    tokenizer_p.convert_ids_to_tokens(lowerCAmelCase      )

													# it is expected that only the first Chinese character is not preceded by "##".
													__lowercase=    [
													    f'##{token}' if idx != 0 else token for idx, token in enumerate(lowerCAmelCase      )
													]
													self.assertListEqual(lowerCAmelCase   ,       lowerCAmelCase      )
													self.assertListEqual(lowerCAmelCase   ,       lowerCAmelCase      )






