
import os
import unittest

from transformers import BertTokenizerFast
from transformers.models.bert.tokenization_bert import (
    VOCAB_FILES_NAMES,
    BasicTokenizer,
    BertTokenizer,
    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_   (			__lowerCamelCase      ,	unittest.TestCase   ):




	'''simple docstring'''


	_UpperCamelCase     :     int							 =       BertTokenizer
	_UpperCamelCase     :     int							 =       BertTokenizerFast
	_UpperCamelCase     :     Union[str, Any]							 =       True
	_UpperCamelCase     :     Any							 =       True
	_UpperCamelCase     :     str							 =       filter_non_english





	def 	SCREAMING_SNAKE_CASE__						(       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 	SCREAMING_SNAKE_CASE__						(       self		,    snake_case       ):
		lowercase       =    'UNwant\u00E9d,running'
		lowercase       =    'unwanted, running'
		return input_text, output_text





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    self.tokenizer_class(self.vocab_file       )

		lowercase       =    tokenizer.tokenize('UNwant\u00E9d,running'       )
		self.assertListEqual(snake_case		,    ['un', '##want', '##ed', ',', 'runn', '##ing']       )
		self.assertListEqual(tokenizer.convert_tokens_to_ids(snake_case       )		,    [9, 6, 7, 12, 10, 11]       )





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

		lowercase       =    self.get_tokenizer()
		lowercase       =    self.get_rust_tokenizer()

		lowercase       =    'UNwant\u00E9d,running'

		lowercase       =    tokenizer.tokenize(snake_case       )
		lowercase       =    rust_tokenizer.tokenize(snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )

		lowercase       =    tokenizer.encode(snake_case		,    add_special_tokens=snake_case       )
		lowercase       =    rust_tokenizer.encode(snake_case		,    add_special_tokens=snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )

		lowercase       =    self.get_rust_tokenizer()
		lowercase       =    tokenizer.encode(snake_case       )
		lowercase       =    rust_tokenizer.encode(snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )

		# With lower casing
		lowercase       =    self.get_tokenizer(do_lower_case=snake_case       )
		lowercase       =    self.get_rust_tokenizer(do_lower_case=snake_case       )

		lowercase       =    'UNwant\u00E9d,running'

		lowercase       =    tokenizer.tokenize(snake_case       )
		lowercase       =    rust_tokenizer.tokenize(snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )

		lowercase       =    tokenizer.encode(snake_case		,    add_special_tokens=snake_case       )
		lowercase       =    rust_tokenizer.encode(snake_case		,    add_special_tokens=snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )

		lowercase       =    self.get_rust_tokenizer()
		lowercase       =    tokenizer.encode(snake_case       )
		lowercase       =    rust_tokenizer.encode(snake_case       )
		self.assertListEqual(snake_case		,    snake_case       )





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer()

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case		,    strip_accents=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case		,    strip_accents=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case		,    strip_accents=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case		,    strip_accents=snake_case       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer(do_lower_case=snake_case		,    never_split=['[UNK]']       )

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





	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    BasicTokenizer()
		lowercase       =    'a\n\'ll !!to?\'d of, can\'t.'
		lowercase       =    ['a', '\'', 'll', '!', '!', 'to', '?', '\'', 'd', 'of', ',', 'can', '\'', 't', '.']
		self.assertListEqual(tokenizer.tokenize(snake_case       )		,    snake_case       )





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

		lowercase       =    {}
		for i, token in enumerate(snake_case       ):
			lowercase       =    i
		lowercase       =    WordpieceTokenizer(vocab=snake_case		,    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 	SCREAMING_SNAKE_CASE__						(       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 	SCREAMING_SNAKE_CASE__						(       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 	SCREAMING_SNAKE_CASE__						(       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 	SCREAMING_SNAKE_CASE__						(       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(snake_case       ) for t in ['Test', '\xad', 'test']]		,    [['[UNK]'], [], ['[UNK]']]       )

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





	@slow
	def 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    self.tokenizer_class.from_pretrained('bert-base-uncased'       )

		lowercase       =    tokenizer.encode('sequence builders'		,    add_special_tokens=snake_case       )
		lowercase       =    tokenizer.encode('multi-sequence build'		,    add_special_tokens=snake_case       )

		lowercase       =    tokenizer.build_inputs_with_special_tokens(snake_case       )
		lowercase       =    tokenizer.build_inputs_with_special_tokens(snake_case		,    snake_case       )

		assert encoded_sentence == [101] + text + [102]
		assert encoded_pair == [101] + text + [102] + text_a + [102]





	def 	SCREAMING_SNAKE_CASE__						(       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(snake_case		,    **snake_case       )

				lowercase       =    F'''A, naïve {tokenizer_r.mask_token} AllenNLP sentence.'''
				lowercase       =    tokenizer_r.encode_plus(
				    snake_case		,    return_attention_mask=snake_case		,    return_token_type_ids=snake_case		,    return_offsets_mapping=snake_case		,    add_special_tokens=snake_case		,    )

				lowercase       =    tokenizer_r.do_lower_case if hasattr(snake_case		,    '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, 15), tokenizer_r.mask_token),
				        ((16, 21), 'Allen'),
				        ((21, 23), '##NL'),
				        ((23, 24), '##P'),
				        ((25, 33), 'sentence'),
				        ((33, 34), '.'),
				        ((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, 15), tokenizer_r.mask_token),
				        ((16, 21), 'allen'),
				        ((21, 23), '##nl'),
				        ((23, 24), '##p'),
				        ((25, 33), 'sentence'),
				        ((33, 34), '.'),
				        ((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 	SCREAMING_SNAKE_CASE__						(       self       ):
		lowercase       =    ['的', '人', '有']
		lowercase       =    ''.join(snake_case       )
		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(snake_case		,    **snake_case       )
				lowercase       =    self.rust_tokenizer_class.from_pretrained(snake_case		,    **snake_case       )

				lowercase       =    tokenizer_p.encode(snake_case		,    add_special_tokens=snake_case       )
				lowercase       =    tokenizer_r.encode(snake_case		,    add_special_tokens=snake_case       )

				lowercase       =    tokenizer_r.convert_ids_to_tokens(snake_case       )
				lowercase       =    tokenizer_p.convert_ids_to_tokens(snake_case       )

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

				lowercase       =    False
				lowercase       =    self.rust_tokenizer_class.from_pretrained(snake_case		,    **snake_case       )
				lowercase       =    self.tokenizer_class.from_pretrained(snake_case		,    **snake_case       )

				lowercase       =    tokenizer_r.encode(snake_case		,    add_special_tokens=snake_case       )
				lowercase       =    tokenizer_p.encode(snake_case		,    add_special_tokens=snake_case       )

				lowercase       =    tokenizer_r.convert_ids_to_tokens(snake_case       )
				lowercase       =    tokenizer_p.convert_ids_to_tokens(snake_case       )

				# 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(snake_case       )
				]
				self.assertListEqual(snake_case		,    snake_case       )
				self.assertListEqual(snake_case		,    snake_case       )



import os
from datetime import datetime as dt

from github import Github


UpperCAmelCase	      = [
    '''good first issue''',
    '''good second issue''',
    '''good difficult issue''',
    '''enhancement''',
    '''new pipeline/model''',
    '''new scheduler''',
    '''wip''',
]






def 							UpperCAmelCase_		(							):
	lowercase       =    Github(os.environ['GITHUB_TOKEN']							)
	lowercase       =    g.get_repo('huggingface/diffusers'							)
	lowercase       =    repo.get_issues(state='open'							)

	for issue in open_issues:
		lowercase       =    sorted(issue.get_comments() ,							key=lambda __SCREAMING_SNAKE_CASE							: i.created_at ,							reverse=__SCREAMING_SNAKE_CASE							)
		lowercase       =    comments[0] if len(__SCREAMING_SNAKE_CASE							) > 0 else None
		if (
		    last_comment is not None
		    and last_comment.user.login == "github-actions[bot]"
		    and (dt.utcnow() - issue.updated_at).days > 7
		    and (dt.utcnow() - issue.created_at).days >= 30
		    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()							)
		):
			# Closes the issue after 7 days of inactivity since the Stalebot notification.
			issue.edit(state='closed'							)
		elif (
		    "stale" in issue.get_labels()
		    and last_comment is not None
		    and last_comment.user.login != "github-actions[bot]"
		):
			# Opens the issue if someone other than Stalebot commented.
			issue.edit(state='open'							)
			issue.remove_from_labels('stale'							)
		elif (
		    (dt.utcnow() - issue.updated_at).days > 23
		    and (dt.utcnow() - issue.created_at).days >= 30
		    and not any(label.name.lower() in LABELS_TO_EXEMPT for label in issue.get_labels()							)
		):
			# Post a Stalebot notification after 23 days of inactivity.
			issue.create_comment(
			    'This issue has been automatically marked as stale because it has not had '
			    'recent activity. If you think this still needs to be addressed '
			    'please comment on this thread.\n\nPlease note that issues that do not follow the '
			    '[contributing guidelines](https://github.com/huggingface/diffusers/blob/main/CONTRIBUTING.md) '
			    'are likely to be ignored.'							)
			issue.add_to_labels('stale'							)


if __name__ == "__main__":
	main()

