


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  lowerCAmelCase__(    snake_case__    ,    unittest.TestCase						):






    '''simple docstring'''





    A_  :     int			= ProphetNetTokenizer
    A_  :     Union[str, Any]			= False





    def 					_lowerCamelCase (	self				:   Any	):





       '''simple docstring'''
       super().setUp()

       UpperCAmelCase_							:      Tuple						=   [
           '''[UNK]''',
           '''[CLS]''',
           '''[SEP]''',
           '''[PAD]''',
           '''[MASK]''',
           '''want''',
           '''##want''',
           '''##ed''',
           '''wa''',
           '''un''',
           '''runn''',
           '''##ing''',
           ''',''',
           '''low''',
           '''lowest''',
       ]
       UpperCAmelCase_							:      List[Any]						=   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 					_lowerCamelCase (	self				:   List[str]       ,   __snake_case				:   Dict	):





       '''simple docstring'''
       UpperCAmelCase_							:      Union[str, Any]						=   '''UNwant\u00E9d,running'''
       UpperCAmelCase_							:      List[str]						=   '''unwanted, running'''
       return input_text, output_text





    def 					_lowerCamelCase (	self				:   Dict	):





       '''simple docstring'''
       UpperCAmelCase_							:      List[str]						=   self.tokenizer_class(self.vocab_file	)

       UpperCAmelCase_							:      str						=   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 					_lowerCamelCase (	self				:   Any	):





       '''simple docstring'''
       UpperCAmelCase_							:      Tuple						=   BasicTokenizer()

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





    def 					_lowerCamelCase (	self				:   List[Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      str						=   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 					_lowerCamelCase (	self				:   Optional[int]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Tuple						=   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 					_lowerCamelCase (	self				:   List[Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Dict						=   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 					_lowerCamelCase (	self				:   Optional[int]	):





       '''simple docstring'''
       UpperCAmelCase_							:      List[Any]						=   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 					_lowerCamelCase (	self				:   Union[str, Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      str						=   BasicTokenizer(do_lower_case=__snake_case	)

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





    def 					_lowerCamelCase (	self				:   Dict	):





       '''simple docstring'''
       UpperCAmelCase_							:      Tuple						=   BasicTokenizer(do_lower_case=__snake_case       ,   strip_accents=__snake_case	)

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





    def 					_lowerCamelCase (	self				:   Optional[int]	):





       '''simple docstring'''
       UpperCAmelCase_							:      List[Any]						=   BasicTokenizer(do_lower_case=__snake_case       ,   strip_accents=__snake_case	)

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





    def 					_lowerCamelCase (	self				:   Tuple	):





       '''simple docstring'''
       UpperCAmelCase_							:      List[str]						=   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 					_lowerCamelCase (	self				:   List[str]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Tuple						=   ['''[UNK]''', '''[CLS]''', '''[SEP]''', '''want''', '''##want''', '''##ed''', '''wa''', '''un''', '''runn''', '''##ing''']

       UpperCAmelCase_							:      Any						=   {}
       for i, token in enumerate(__snake_case	):
          UpperCAmelCase_							:      List[str]						=   i
       UpperCAmelCase_							:      List[Any]						=   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''']	)





    @require_torch
    def 					_lowerCamelCase (	self				:   List[Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Union[str, Any]						=   self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''	)

       UpperCAmelCase_							:      int						=   ['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
       UpperCAmelCase_							:      Optional[int]						=   [1_037, 2_146, 20_423, 2_005, 7_680, 7_849, 3_989, 1_012, 102]
       UpperCAmelCase_							:      str						=   tokenizer(__snake_case       ,   padding=__snake_case       ,   return_tensors='''pt'''	)
       self.assertIsInstance(__snake_case       ,   __snake_case	)
       UpperCAmelCase_							:      int						=   list(batch.input_ids.numpy()[0]	)
       self.assertListEqual(__snake_case       ,   __snake_case	)

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





    def 					_lowerCamelCase (	self				:   Any	):





       '''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 					_lowerCamelCase (	self				:   List[Any]	):





       '''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 					_lowerCamelCase (	self				:   List[Any]	):





       '''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 					_lowerCamelCase (	self				:   Optional[int]	):





       '''simple docstring'''
       UpperCAmelCase_							:      List[Any]						=   self.tokenizer_class.from_pretrained('''microsoft/prophetnet-large-uncased'''	)

       UpperCAmelCase_							:      int						=   tokenizer.encode('''sequence builders'''       ,   add_special_tokens=__snake_case	)
       UpperCAmelCase_							:      List[str]						=   tokenizer.encode('''multi-sequence build'''       ,   add_special_tokens=__snake_case	)

       UpperCAmelCase_							:      int						=   tokenizer.build_inputs_with_special_tokens(__snake_case	)
       UpperCAmelCase_							:      List[Any]						=   tokenizer.build_inputs_with_special_tokens(__snake_case       ,   __snake_case	)

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



import argparse
import hashlib  # hashlib is only used inside the Test class
import struct





class  lowerCAmelCase__:






    '''simple docstring'''





    def __init__(	self				:   List[str]       ,   __snake_case				:   Union[str, Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      str						=   data
       UpperCAmelCase_							:      List[Any]						=   [0X67_45_23_01, 0Xef_cd_ab_89, 0X98_ba_dc_fe, 0X10_32_54_76, 0Xc3_d2_e1_f0]





    @staticmethod
    def 					_lowerCamelCase (	__snake_case				:   Dict       ,   __snake_case				:   Dict	):





       '''simple docstring'''
       return ((n << b) | (n >> (32 - b))) & 0Xff_ff_ff_ff





    def 					_lowerCamelCase (	self				:   Dict	):





       '''simple docstring'''
       UpperCAmelCase_							:      Optional[int]						=   B'''\x80''' + B'''\x00''' * (63 - (len(self.data	) + 8) % 64)
       UpperCAmelCase_							:      Union[str, Any]						=   self.data + padding + struct.pack('''>Q'''       ,   8 * len(self.data	)	)
       return padded_data





    def 					_lowerCamelCase (	self				:   Tuple	):





       '''simple docstring'''
       return [
           self.padded_data[i : i + 64] for i in range(0       ,   len(self.padded_data	)       ,   64	)
       ]





    def 					_lowerCamelCase (	self				:   Dict       ,   __snake_case				:   Optional[int]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Any						=   list(struct.unpack('''>16L'''       ,   __snake_case	)	) + [0] * 64
       for i in range(16       ,   80	):
          UpperCAmelCase_							:      str						=   self.rotate((w[i - 3] ^ w[i - 8] ^ w[i - 14] ^ w[i - 16])       ,   1	)
       return w





    def 					_lowerCamelCase (	self				:   Union[str, Any]	):





       '''simple docstring'''
       UpperCAmelCase_							:      Optional[int]						=   self.padding()
       UpperCAmelCase_							:      str						=   self.split_blocks()
       for block in self.blocks:
          UpperCAmelCase_							:      Any						=   self.expand_block(__snake_case	)
          UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_							:      List[str]						=   self.h
          for i in range(0       ,   80	):
             if 0 <= i < 20:
                UpperCAmelCase_							:      Optional[Any]						=   (b & c) | ((~b) & d)
                UpperCAmelCase_							:      Optional[Any]						=   0X5a_82_79_99
             elif 20 <= i < 40:
                UpperCAmelCase_							:      List[Any]						=   b ^ c ^ d
                UpperCAmelCase_							:      str						=   0X6e_d9_eb_a1
             elif 40 <= i < 60:
                UpperCAmelCase_							:      str						=   (b & c) | (b & d) | (c & d)
                UpperCAmelCase_							:      Optional[int]						=   0X8f_1b_bc_dc
             elif 60 <= i < 80:
                UpperCAmelCase_							:      Union[str, Any]						=   b ^ c ^ d
                UpperCAmelCase_							:      Dict						=   0Xca_62_c1_d6
             UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_		,      UpperCAmelCase_							:      int						=   (
                 self.rotate(__snake_case       ,   5	) + f + e + k + expanded_block[i] & 0Xff_ff_ff_ff,
                 a,
                 self.rotate(__snake_case       ,   30	),
                 c,
                 d,
             )
          UpperCAmelCase_							:      Optional[Any]						=   (
              self.h[0] + a & 0Xff_ff_ff_ff,
              self.h[1] + b & 0Xff_ff_ff_ff,
              self.h[2] + c & 0Xff_ff_ff_ff,
              self.h[3] + d & 0Xff_ff_ff_ff,
              self.h[4] + e & 0Xff_ff_ff_ff,
          )
       return ("{:08x}" * 5).format(*self.h	)





def      snake_case_						( ):
   UpperCAmelCase_							:      Tuple						=   B'''Test String'''
   assert SHAaHash(__lowercase       ).final_hash() == hashlib.shaa(__lowercase       ).hexdigest()  # noqa: S324
def      snake_case_						( ):
   UpperCAmelCase_							:      int						=   argparse.ArgumentParser(description='''Process some strings or files'''       )
   parser.add_argument(
       '''--string'''			,       dest='''input_string'''			,       default='''Hello World!! Welcome to Cryptography'''			,       help='''Hash the string'''			,       )
   parser.add_argument('''--file'''			,       dest='''input_file'''			,       help='''Hash contents of a file'''       )
   UpperCAmelCase_							:      List[Any]						=   parser.parse_args()
   UpperCAmelCase_							:      Optional[Any]						=   args.input_string
   # In any case hash input should be a bytestring
   if args.input_file:
      with open(args.input_file			,       '''rb'''       ) as f:
         UpperCAmelCase_							:      List[str]						=   f.read()
   else:
      UpperCAmelCase_							:      Tuple						=   bytes(__lowercase			,       '''utf-8'''       )
   print(SHAaHash(__lowercase       ).final_hash()       )


if __name__ == "__main__":
       main()
       import doctest

       doctest.testmod()