"""simple docstring"""







import unittest

from transformers import BigBirdTokenizer, BigBirdTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, require_torch, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


__SCREAMING_SNAKE_CASE								="▁"

__SCREAMING_SNAKE_CASE								=get_tests_dir("fixtures/test_sentencepiece.model")







@require_sentencepiece
@require_tokenizers
class  UpperCamelCase	(    __a		,   unittest.TestCase						):
   lowercase							=						BigBirdTokenizer
   lowercase							=						BigBirdTokenizerFast
   lowercase							=						True
   lowercase							=						True
   def     _UpperCAmelCase     (    self    )			->   Dict:


        '''simple docstring'''


        super().setUp()

        lowercase_			:       Union[str, Any]									=			self.tokenizer_class(a_  ,keep_accents=a_    )
        tokenizer.save_pretrained(self.tmpdirname    )
   def     _UpperCAmelCase     (    self    )			->   Any:


        '''simple docstring'''


        lowercase_			:       Any									=			"""<s>"""
        lowercase_			:       List[Any]									=			1

        self.assertEqual(self.get_tokenizer()._convert_token_to_id(a_    )  ,a_    )
        self.assertEqual(self.get_tokenizer()._convert_id_to_token(a_    )  ,a_    )
   def     _UpperCAmelCase     (    self    )			->   int:


        '''simple docstring'''


        lowercase_			:       Tuple									=			list(self.get_tokenizer().get_vocab().keys()    )

        self.assertEqual(vocab_keys[0]  ,'<unk>'    )
        self.assertEqual(vocab_keys[1]  ,'<s>'    )
        self.assertEqual(vocab_keys[-1]  ,'[MASK]'    )
        self.assertEqual(len(a_    )  ,1004    )
   def     _UpperCAmelCase     (    self    )			->   Optional[int]:


        '''simple docstring'''


        self.assertEqual(self.get_tokenizer().vocab_size  ,1000    )
   def     _UpperCAmelCase     (    self    )			->   Union[str, Any]:


        '''simple docstring'''


        if not self.test_rust_tokenizer:
             return

        lowercase_			:       Optional[int]									=			self.get_tokenizer()
        lowercase_			:       Any									=			self.get_rust_tokenizer()

        lowercase_			:       Optional[Any]									=			"""I was born in 92000, and this is falsé."""

        lowercase_			:       Tuple									=			tokenizer.tokenize(a_    )
        lowercase_			:       Tuple									=			rust_tokenizer.tokenize(a_    )
        self.assertListEqual(a_  ,a_    )

        lowercase_			:       List[str]									=			tokenizer.encode(a_  ,add_special_tokens=a_    )
        lowercase_			:       Optional[Any]									=			rust_tokenizer.encode(a_  ,add_special_tokens=a_    )
        self.assertListEqual(a_  ,a_    )

        lowercase_			:       Tuple									=			self.get_rust_tokenizer()
        lowercase_			:       Union[str, Any]									=			tokenizer.encode(a_    )
        lowercase_			:       Optional[Any]									=			rust_tokenizer.encode(a_    )
        self.assertListEqual(a_  ,a_    )
   def     _UpperCAmelCase     (    self    )			->   Tuple:


        '''simple docstring'''


        lowercase_			:       int									=			BigBirdTokenizer(a_  ,keep_accents=a_    )

        lowercase_			:       int									=			tokenizer.tokenize('This is a test'    )
        self.assertListEqual(a_  ,['▁This', '▁is', '▁a', '▁t', 'est']    )

        self.assertListEqual(
            tokenizer.convert_tokens_to_ids(a_    )  ,[285, 46, 10, 170, 382]  ,)

        lowercase_			:       Optional[Any]									=			tokenizer.tokenize('I was born in 92000, and this is falsé.'    )
        self.assertListEqual(
            a_  ,[
                SPIECE_UNDERLINE + 'I',
                SPIECE_UNDERLINE + 'was',
                SPIECE_UNDERLINE + 'b',
                'or',
                'n',
                SPIECE_UNDERLINE + 'in',
                SPIECE_UNDERLINE + '',
                '9',
                '2',
                '0',
                '0',
                '0',
                ',',
                SPIECE_UNDERLINE + 'and',
                SPIECE_UNDERLINE + 'this',
                SPIECE_UNDERLINE + 'is',
                SPIECE_UNDERLINE + 'f',
                'al',
                's',
                'é',
                '.',
            ]  ,)
        lowercase_			:       Union[str, Any]									=			tokenizer.convert_tokens_to_ids(a_    )
        self.assertListEqual(
            a_  ,[8, 21, 84, 55, 24, 19, 7, 0, 602, 347, 347, 347, 3, 12, 66, 46, 72, 80, 6, 0, 4]  ,)

        lowercase_			:       Optional[Any]									=			tokenizer.convert_ids_to_tokens(a_    )
        self.assertListEqual(
            a_  ,[
                SPIECE_UNDERLINE + 'I',
                SPIECE_UNDERLINE + 'was',
                SPIECE_UNDERLINE + 'b',
                'or',
                'n',
                SPIECE_UNDERLINE + 'in',
                SPIECE_UNDERLINE + '',
                '<unk>',
                '2',
                '0',
                '0',
                '0',
                ',',
                SPIECE_UNDERLINE + 'and',
                SPIECE_UNDERLINE + 'this',
                SPIECE_UNDERLINE + 'is',
                SPIECE_UNDERLINE + 'f',
                'al',
                's',
                '<unk>',
                '.',
            ]  ,)
   @cached_property
   def     _UpperCAmelCase     (    self    )			->   Tuple:


        '''simple docstring'''


        return BigBirdTokenizer.from_pretrained('google/bigbird-roberta-base'    )
   @slow
   def     _UpperCAmelCase     (    self    )			->   Any:


        '''simple docstring'''


        lowercase_			:       Union[str, Any]									=			"""Hello World!"""
        lowercase_			:       List[str]									=			[65, 1_8536, 2260, 101, 66]

        self.assertListEqual(a_  ,self.big_tokenizer.encode(a_    )    )
   @slow
   def     _UpperCAmelCase     (    self    )			->   Optional[int]:


        '''simple docstring'''


        lowercase_			:       Any									=			(
            """This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) \" [ ] ! : - . Also we will"""
            """ add words that should not exsist and be tokenized to <unk>, such as saoneuhaoesuth"""
        )
        # fmt: off
        lowercase_			:       Union[str, Any]									=			[65, 871, 419, 358, 946, 991, 2521, 452, 358, 1357, 387, 7751, 3536, 112, 985, 456, 126, 865, 938, 5400, 5734, 458, 1368, 467, 786, 2462, 5246, 1159, 633, 865, 4519, 457, 582, 852, 2557, 427, 916, 508, 405, 3_4324, 497, 391, 408, 1_1342, 1244, 385, 100, 938, 985, 456, 574, 362, 1_2597, 3200, 3129, 1172, 66]  # noqa: E231
        # fmt: on
        self.assertListEqual(a_  ,self.big_tokenizer.encode(a_    )    )
   @require_torch
   @slow
   def     _UpperCAmelCase     (    self    )			->   int:


        '''simple docstring'''


        import torch

        from transformers import BigBirdConfig, BigBirdModel

        # Build sequence
        lowercase_			:       int									=			list(self.big_tokenizer.get_vocab().keys()    )[:10]
        lowercase_			:       List[Any]									=			""" """.join(a_    )
        lowercase_			:       Dict									=			self.big_tokenizer.encode_plus(a_  ,return_tensors='pt'  ,return_token_type_ids=a_    )
        lowercase_			:       List[str]									=			self.big_tokenizer.batch_encode_plus(
            [sequence + ' ' + sequence]  ,return_tensors='pt'  ,return_token_type_ids=a_    )

        lowercase_			:       Any									=			BigBirdConfig(attention_type='original_full'    )
        lowercase_			:       str									=			BigBirdModel(a_    )

        assert model.get_input_embeddings().weight.shape[0] >= self.big_tokenizer.vocab_size

        with torch.no_grad():
             model(**a_    )
             model(**a_    )
   @slow
   def     _UpperCAmelCase     (    self    )			->   Optional[int]:


        '''simple docstring'''


        lowercase_			:       Optional[Any]									=			BigBirdTokenizer.from_pretrained('google/bigbird-roberta-base'    )
        lowercase_			:       Optional[int]									=			tokenizer.decode(tokenizer('Paris is the [MASK].'    ).input_ids    )

        self.assertTrue(decoded_text == '[CLS] Paris is the[MASK].[SEP]'    )







   @slow
   def     _UpperCAmelCase     (    self    )			->   Dict:


        '''simple docstring'''


        lowercase_			:       Any									=			{"""input_ids""": [[65, 3_9286, 458, 3_6335, 2001, 456, 1_3073, 1_3266, 455, 113, 7746, 1741, 1_1157, 391, 1_3073, 1_3266, 455, 113, 3967, 3_5412, 113, 4936, 109, 3870, 2377, 113, 3_0084, 4_5720, 458, 134, 1_7496, 112, 503, 1_1672, 113, 118, 112, 5665, 1_3347, 3_8687, 112, 1496, 3_1389, 112, 3268, 4_7264, 134, 962, 112, 1_6377, 8035, 2_3130, 430, 1_2169, 1_5518, 2_8592, 458, 146, 4_1697, 109, 391, 1_2169, 1_5518, 1_6689, 458, 146, 4_1358, 109, 452, 726, 4034, 111, 763, 3_5412, 5082, 388, 1903, 111, 9051, 391, 2870, 4_8918, 1900, 1123, 550, 998, 112, 9586, 1_5985, 455, 391, 410, 2_2955, 3_7636, 114, 66], [65, 448, 1_7496, 419, 3663, 385, 763, 113, 2_7533, 2870, 3283, 1_3043, 1639, 2_4713, 523, 656, 2_4013, 1_8550, 2521, 517, 2_7014, 2_1244, 420, 1212, 1465, 391, 927, 4833, 388, 578, 1_1786, 114, 66, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [65, 484, 2169, 7687, 2_1932, 1_8146, 726, 363, 1_7032, 3391, 114, 66, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]], """attention_mask""": [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]}  # noqa: E501
        # fmt: on

        self.tokenizer_integration_test_util(
            expected_encoding=a_  ,model_name='google/bigbird-roberta-base'  ,revision='215c99f1600e06f83acce68422f2035b2b5c3510'  ,)


"""simple docstring"""







import os
import random
import sys

from . import cryptomath_module as cryptoMath  # noqa: N812
from . import rabin_miller as rabinMiller  # noqa: N812



def     lowercase__( ):
     print('Making key files...'   )
     make_key_files('rsa'  ,    10_24   )
     print('Key files generation successful.'   )



def     lowercase__( __SCREAMING_SNAKE_CASE							:  int   ):
     print('Generating prime p...'   )
     lowercase_			:       List[str]									=			rabinMiller.generate_large_prime(__SCREAMING_SNAKE_CASE   )
     print('Generating prime q...'   )
     lowercase_			:       int									=			rabinMiller.generate_large_prime(__SCREAMING_SNAKE_CASE   )
     lowercase_			:       Union[str, Any]									=			p * q

     print('Generating e that is relatively prime to (p - 1) * (q - 1)...'   )
     while True:
          lowercase_			:       str									=			random.randrange(2 ** (key_size - 1)  ,    2 ** (key_size)   )
          if cryptoMath.gcd(__SCREAMING_SNAKE_CASE  ,    (p - 1) * (q - 1)   ) == 1:
               break

     print('Calculating d that is mod inverse of e...'   )
     lowercase_			:       List[str]									=			cryptoMath.find_mod_inverse(__SCREAMING_SNAKE_CASE  ,    (p - 1) * (q - 1)   )

     lowercase_			:       Any									=			(n, e)
     lowercase_			:       int									=			(n, d)
     return (public_key, private_key)



def     lowercase__( __SCREAMING_SNAKE_CASE							:  str  ,    __SCREAMING_SNAKE_CASE							:  int   ):
     if os.path.exists(F'''{name}_pubkey.txt'''   ) or os.path.exists(F'''{name}_privkey.txt'''   ):
          print('\nWARNING:'   )
          print(
              F'''"{name}_pubkey.txt" or "{name}_privkey.txt" already exists. \n'''
              'Use a different name or delete these files and re-run this program.'   )
          sys.exit()

     lowercase_							,						lowercase_			:       int									=			generate_key(__SCREAMING_SNAKE_CASE   )
     print(F'''\nWriting public key to file {name}_pubkey.txt...'''   )
     with open(F'''{name}_pubkey.txt'''  ,    'w'   ) as out_file:
          out_file.write(F'''{key_size},{public_key[0]},{public_key[1]}'''   )

     print(F'''Writing private key to file {name}_privkey.txt...'''   )
     with open(F'''{name}_privkey.txt'''  ,    'w'   ) as out_file:
          out_file.write(F'''{key_size},{private_key[0]},{private_key[1]}'''   )


if __name__ == "__main__":
       main()

