


# this script reports modified .py files under the desired list of top-level sub-dirs passed as a list of arguments, e.g.:
#   python ./utils/get_modified_files.py utils src tests examples
#
# it uses git to find the forking point and which files were modified - i.e. files not under git won't be considered
# since the output of this script is fed into Makefile commands it doesn't print a newline after the results

import re
import subprocess
import sys


snake_case_						:			Optional[Any]													=							subprocess.check_output('''git merge-base main HEAD'''.split()).decode('''utf-8''')
snake_case_						:			List[str]													=							subprocess.check_output(f"""git diff --name-only {fork_point_sha}""".split()).decode('''utf-8''').split()

snake_case_						:			Tuple													=							'''|'''.join(sys.argv[1:])
snake_case_						:			List[str]													=							re.compile(Rf"""^({joined_dirs}).*?\.py$""")

snake_case_						:			Optional[Any]													=							[x for x in modified_files if regex.match(x)]
print(''' '''.join(relevant_modified_files), end='''''')



import os
import unittest

from transformers import BatchEncoding
from transformers.models.bert.tokenization_bert import (
    BasicTokenizer,
    WordpieceTokenizer,
    _is_control,
    _is_punctuation,
    _is_whitespace,
)
from transformers.models.prophetnet.tokenization_prophetnet import VOCAB_FILES_NAMES, ProphetNetTokenizer
from transformers.testing_utils import require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin

class 						A__							(		UpperCamelCase__   ,     unittest.TestCase  ):
						UpperCAmelCase             =						ProphetNetTokenizer
						UpperCAmelCase             =						False




						def 							__UpperCamelCase				(       self					:      List[Any]  )							->     int:


										"""simple docstring"""





										super().setUp()

										_SCREAMING_SNAKE_CASE			  =[
										    '''[UNK]''',
										    '''[CLS]''',
										    '''[SEP]''',
										    '''[PAD]''',
										    '''[MASK]''',
										    '''want''',
										    '''##want''',
										    '''##ed''',
										    '''wa''',
										    '''un''',
										    '''runn''',
										    '''##ing''',
										    ''',''',
										    '''low''',
										    '''lowest''',
										]
										_SCREAMING_SNAKE_CASE			  =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 							__UpperCamelCase				(       self					:      str				,    _a					:      Union[str, Any]  )							->     List[str]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  ='''UNwant\u00E9d,running'''
										_SCREAMING_SNAKE_CASE			  ='''unwanted, running'''
										return input_text, output_text




						def 							__UpperCamelCase				(       self					:      Optional[int]  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.tokenizer_class(self.vocab_file  )

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




						def 							__UpperCamelCase				(       self					:      Tuple  )							->     Tuple:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer()

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




						def 							__UpperCamelCase				(       self					:      Dict  )							->     List[Any]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a  )

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




						def 							__UpperCamelCase				(       self					:      Dict  )							->     Dict:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a				,    strip_accents=_a  )

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




						def 							__UpperCamelCase				(       self					:      List[str]  )							->     int:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a				,    strip_accents=_a  )

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




						def 							__UpperCamelCase				(       self					:      Optional[int]  )							->     Tuple:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a  )

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




						def 							__UpperCamelCase				(       self					:      Any  )							->     Union[str, Any]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a  )

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




						def 							__UpperCamelCase				(       self					:      Dict  )							->     int:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a				,    strip_accents=_a  )

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




						def 							__UpperCamelCase				(       self					:      Optional[Any]  )							->     int:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a				,    strip_accents=_a  )

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




						def 							__UpperCamelCase				(       self					:      List[str]  )							->     Dict:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =BasicTokenizer(do_lower_case=_a				,    never_split=['''[UNK]''']  )

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




						def 							__UpperCamelCase				(       self					:      List[Any]  )							->     List[str]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

										_SCREAMING_SNAKE_CASE			  ={}
										for i, token in enumerate(_a  ):
														_SCREAMING_SNAKE_CASE			  =i
										_SCREAMING_SNAKE_CASE			  =WordpieceTokenizer(vocab=_a				,    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''']  )




						@require_torch
						def 							__UpperCamelCase				(       self					:      Any  )							->     Union[str, Any]:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''  )

										_SCREAMING_SNAKE_CASE			  =['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
										_SCREAMING_SNAKE_CASE			  =[1037, 2146, 2_0423, 2005, 7680, 7849, 3989, 1012, 102]
										_SCREAMING_SNAKE_CASE			  =tokenizer(_a				,    padding=_a				,    return_tensors='''pt'''  )
										self.assertIsInstance(_a				,    _a  )
										_SCREAMING_SNAKE_CASE			  =list(batch.input_ids.numpy()[0]  )
										self.assertListEqual(_a				,    _a  )

										self.assertEqual((2, 9)				,    batch.input_ids.shape  )
										self.assertEqual((2, 9)				,    batch.attention_mask.shape  )




						def 							__UpperCamelCase				(       self					:      List[str]  )							->     Optional[int]:


										"""simple docstring"""





										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 							__UpperCamelCase				(       self					:      int  )							->     Dict:


										"""simple docstring"""





										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 							__UpperCamelCase				(       self					:      List[str]  )							->     List[str]:


										"""simple docstring"""





										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(''' '''  )  )




						@slow
						def 							__UpperCamelCase				(       self					:      Tuple  )							->     int:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''  )

										_SCREAMING_SNAKE_CASE			  =tokenizer.encode('''sequence builders'''				,    add_special_tokens=_a  )
										_SCREAMING_SNAKE_CASE			  =tokenizer.encode('''multi-sequence build'''				,    add_special_tokens=_a  )

										_SCREAMING_SNAKE_CASE			  =tokenizer.build_inputs_with_special_tokens(_a  )
										_SCREAMING_SNAKE_CASE			  =tokenizer.build_inputs_with_special_tokens(_a				,    _a  )

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