

"""simple docstring"""





import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, BatchEncoding, PLBartTokenizer, is_torch_available
from transformers.testing_utils import (
    get_tests_dir,
    nested_simplify,
    require_sentencepiece,
    require_tokenizers,
    require_torch,
)

from ...test_tokenization_common import TokenizerTesterMixin


_a							=							get_tests_dir('fixtures/test_sentencepiece.model')


if is_torch_available():
   from transformers.models.plbart.modeling_plbart import shift_tokens_right

_a							=							5_00_03
_a							=							5_00_02




@require_sentencepiece
@require_tokenizers
class  _lowerCAmelCase  (     A__					,unittest.TestCase       ):







 """simple docstring"""







 __UpperCAmelCase     : Dict       		=     PLBartTokenizer
 __UpperCAmelCase     : Any       		=     None
 __UpperCAmelCase     : List[Any]       		=     False


 def  _lowercase			(      self							:      Tuple     ):
    super().setUp()

    # We have a SentencePiece fixture for testing
    __lowercase								=						PLBartTokenizer(__A, language_codes="base", keep_accents=__A     )
    tokenizer.save_pretrained(self.tmpdirname     )


 def  _lowercase			(      self							:      int     ):
    __lowercase								=						PLBartTokenizer(__A, language_codes="base", keep_accents=__A     )

    __lowercase								=						tokenizer.tokenize("This is a test"     )
    self.assertListEqual(__A, ["▁This", "▁is", "▁a", "▁t", "est"]     )

    self.assertListEqual(
        tokenizer.convert_tokens_to_ids(__A     ), [value + tokenizer.fairseq_offset for value in [2_8_5, 4_6, 1_0, 1_7_0, 3_8_2]], )

    __lowercase								=						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								=						tokenizer.convert_tokens_to_ids(__A     )
    self.assertListEqual(
        __A, [
            value + tokenizer.fairseq_offset
            for value in [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, 2, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, 2, 4]
        ], )

    __lowercase								=						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>",
            ".",
        ], )

    __lowercase								=						tokenizer.vocab_size
    __lowercase								=						[tokenizer.convert_ids_to_tokens(__A     ) for x in range(end - 4, __A     )]

    self.assertListEqual(__A, ["__java__", "__python__", "__en_XX__", "<mask>"]     )

    __lowercase								=						"""java.lang.Exception, python.lang.Exception, javascript, php, ruby, go"""
    __lowercase								=						tokenizer(__A     ).input_ids
    self.assertEqual(
        tokenizer.decode(__A, skip_special_tokens=__A, clean_up_tokenization_spaces=__A     ), __A, )



 def  _lowercase			(      self							:      Any     ):
    __lowercase								=						PLBartTokenizer(__A, language_codes="multi", keep_accents=__A     )

    __lowercase								=						tokenizer.tokenize("This is a test"     )
    self.assertListEqual(__A, ["▁This", "▁is", "▁a", "▁t", "est"]     )

    self.assertListEqual(
        tokenizer.convert_tokens_to_ids(__A     ), [value + tokenizer.fairseq_offset for value in [2_8_5, 4_6, 1_0, 1_7_0, 3_8_2]], )

    __lowercase								=						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								=						tokenizer.convert_tokens_to_ids(__A     )
    self.assertListEqual(
        __A, [
            value + tokenizer.fairseq_offset
            for value in [8, 2_1, 8_4, 5_5, 2_4, 1_9, 7, 2, 6_0_2, 3_4_7, 3_4_7, 3_4_7, 3, 1_2, 6_6, 4_6, 7_2, 8_0, 6, 2, 4]
        ], )

    __lowercase								=						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>",
            ".",
        ], )
    __lowercase								=						tokenizer.vocab_size
    __lowercase								=						[tokenizer.convert_ids_to_tokens(__A     ) for x in range(end - 7, __A     )]

    self.assertListEqual(
        __A, ["__java__", "__python__", "__en_XX__", "__javascript__", "__php__", "__ruby__", "__go__"]     )
    __lowercase								=						"""java.lang.Exception, python.lang.Exception, javascript, php, ruby, go"""
    __lowercase								=						tokenizer(__A     ).input_ids
    self.assertEqual(
        tokenizer.decode(__A, skip_special_tokens=__A, clean_up_tokenization_spaces=__A     ), __A, )







@require_torch
@require_sentencepiece
@require_tokenizers
class  _lowerCAmelCase  (     unittest.TestCase       ):







 """simple docstring"""







 __UpperCAmelCase     : Union[str, Any]       		=     "uclanlp/plbart-python-en_XX"
 __UpperCAmelCase     : Any       		=     [
     "def maximum(a,b,c):NEW_LINE_INDENTreturn max([a,b,c])",
     "def sum(a,b,c):NEW_LINE_INDENTreturn sum([a,b,c])",
 ]
 __UpperCAmelCase     : Any       		=     [
     "Returns the maximum value of a b c.",
     "Sums the values of a b c.",
 ]
 __UpperCAmelCase     : Any       		=     [
     1_3_4,
     5_4_5_2,
     3_3_4_6_0,
     3_3_4_4_1,
     3_3_4_6_3,
     3_3_4_6_5,
     3_3_4_6_3,
     3_3_4_4_9,
     9_8_8,
     2_0,
     3_3_4_5_6,
     1_9,
     3_3_4_5_6,
     7_7_1,
     3_9,
     4_2_5_8,
     8_8_9,
     3_3_1_8,
     3_3_4_4_1,
     3_3_4_6_3,
     3_3_4_6_5,
     3_3_4_6_3,
     3_3_4_4_9,
     2_4_7_1,
     2,
     PYTHON_CODE,
 ]


 @classmethod
 def  _lowercase			(      cls							:      int     ):
    __lowercase								=						PLBartTokenizer.from_pretrained(
        cls.checkpoint_name, language_codes="base", src_lang="python", tgt_lang="en_XX"     )
    __lowercase								=						1
    return cls


 def  _lowercase			(      self							:      Optional[int]     ):
    self.assertEqual(self.tokenizer.fairseq_tokens_to_ids["__java__"], 5_0_0_0_1     )
    self.assertEqual(self.tokenizer.fairseq_tokens_to_ids["__python__"], 5_0_0_0_2     )
    self.assertEqual(self.tokenizer.fairseq_tokens_to_ids["__en_XX__"], 5_0_0_0_3     )


 def  _lowercase			(      self							:      Union[str, Any]     ):
    __lowercase								=						self.tokenizer.batch_encode_plus(self.src_text     ).input_ids[0]
    self.assertListEqual(self.expected_src_tokens, __A     )


 def  _lowercase			(      self							:      Tuple     ):
    self.assertIn(__A, self.tokenizer.all_special_ids     )
    __lowercase								=						[EN_CODE, 9_0_3_7, 3_3_4_4_2, 5_7, 7_5_2, 1_5_3, 1_4, 5_6, 1_8, 9, 2]
    __lowercase								=						self.tokenizer.decode(__A, skip_special_tokens=__A     )
    __lowercase								=						self.tokenizer.decode(generated_ids[1:], skip_special_tokens=__A     )
    self.assertEqual(__A, __A     )
    self.assertNotIn(self.tokenizer.eos_token, __A     )


 def  _lowercase			(      self							:      Tuple     ):
    __lowercase								=						["""def sum(a,b,c):NEW_LINE_INDENTreturn sum([a,b,c])""" * 2_0]
    self.assertIsInstance(src_text[0], __A     )
    __lowercase								=						1_0
    __lowercase								=						self.tokenizer(__A, max_length=__A, truncation=__A     ).input_ids[0]
    self.assertEqual(ids[-2], 2     )
    self.assertEqual(ids[-1], __A     )
    self.assertEqual(len(__A     ), __A     )


 def  _lowercase			(      self							:      Union[str, Any]     ):
    self.assertListEqual(self.tokenizer.convert_tokens_to_ids(["<mask>", "__java__"]     ), [5_0_0_0_4, 5_0_0_0_1]     )


 def  _lowercase			(      self							:      Tuple     ):
    __lowercase								=						tempfile.mkdtemp()
    __lowercase								=						self.tokenizer.fairseq_tokens_to_ids
    self.tokenizer.save_pretrained(__A     )
    __lowercase								=						PLBartTokenizer.from_pretrained(__A     )
    self.assertDictEqual(new_tok.fairseq_tokens_to_ids, __A     )


 @require_torch
 def  _lowercase			(      self							:      Dict     ):
    __lowercase								=						self.tokenizer(self.src_text, text_target=self.tgt_text, padding=__A, return_tensors="pt"     )
    __lowercase								=						shift_tokens_right(batch["labels"], self.tokenizer.pad_token_id     )

    # fairseq batch: https://gist.github.com/sshleifer/cba08bc2109361a74ac3760a7e30e4f4
    self.assertEqual(batch.input_ids[1][-2:].tolist(), [2, PYTHON_CODE]     )
    self.assertEqual(batch.decoder_input_ids[1][0], __A     )
    self.assertEqual(batch.decoder_input_ids[1][-1], 2     )
    self.assertEqual(batch.labels[1][-2:].tolist(), [2, EN_CODE]     )


 @require_torch
 def  _lowercase			(      self							:      Any     ):
    __lowercase								=						self.tokenizer(
        self.src_text, text_target=self.tgt_text, padding=__A, truncation=__A, max_length=len(self.expected_src_tokens     ), return_tensors="pt", )
    __lowercase								=						shift_tokens_right(batch["labels"], self.tokenizer.pad_token_id     )

    self.assertIsInstance(__A, __A     )

    self.assertEqual((2, 2_6), batch.input_ids.shape     )
    self.assertEqual((2, 2_6), batch.attention_mask.shape     )
    __lowercase								=						batch.input_ids.tolist()[0]
    self.assertListEqual(self.expected_src_tokens, __A     )
    self.assertEqual(2, batch.decoder_input_ids[0, -1]     )  # EOS
    # Test that special tokens are reset
    self.assertEqual(self.tokenizer.prefix_tokens, []     )
    self.assertEqual(self.tokenizer.suffix_tokens, [self.tokenizer.eos_token_id, PYTHON_CODE]     )


 def  _lowercase			(      self							:      Any     ):
    __lowercase								=						self.tokenizer(self.src_text, padding=__A, truncation=__A, max_length=3, return_tensors="pt"     )
    __lowercase								=						self.tokenizer(
        text_target=self.tgt_text, padding=__A, truncation=__A, max_length=1_0, return_tensors="pt"     )
    __lowercase								=						targets["""input_ids"""]
    __lowercase								=						shift_tokens_right(__A, self.tokenizer.pad_token_id     )

    self.assertEqual(batch.input_ids.shape[1], 3     )
    self.assertEqual(batch.decoder_input_ids.shape[1], 1_0     )



 @require_torch
 def  _lowercase			(      self							:      Tuple     ):
    __lowercase								=						self.tokenizer._build_translation_inputs(
        "A test", return_tensors="pt", src_lang="en_XX", tgt_lang="java"     )

    self.assertEqual(
        nested_simplify(__A     ), {
            # A, test, EOS, en_XX
            "input_ids": [[1_5_0, 2_4_2, 2, 5_0_0_0_3]],
            "attention_mask": [[1, 1, 1, 1]],
            # java
            "forced_bos_token_id": 5_0_0_0_1,
        }, )


"""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   _A  (  )     ->						None:
   '''simple docstring'''


   print("Making key files...")
   make_key_files("rsa",      1024)
   print("Key files generation successful.")




def   _A  (  UpperCamelCase_					:	int)     ->						tuple[tuple[int, int], tuple[int, int]]:
   '''simple docstring'''


   print("Generating prime p...")
   __lowercase								=						rabinMiller.generate_large_prime(UpperCamelCase_)
   print("Generating prime q...")
   __lowercase								=						rabinMiller.generate_large_prime(UpperCamelCase_)
   __lowercase								=						p * q

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

   print("Calculating d that is mod inverse of e...")
   __lowercase								=						cryptoMath.find_mod_inverse(UpperCamelCase_,      (p - 1) * (q - 1))

   __lowercase								=						(n, e)
   __lowercase								=						(n, d)
   return (public_key, private_key)




def   _A  (  UpperCamelCase_					:	str,      UpperCamelCase_					:	int)     ->						None:
   '''simple docstring'''


   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								=						generate_key(UpperCamelCase_)
   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()




