





from binascii import hexlify
from hashlib import shaaaa
from os import urandom

# RFC 3526 - More Modular Exponential (MODP) Diffie-Hellman groups for
# Internet Key Exchange (IKE) https://tools.ietf.org/html/rfc3526

__UpperCAmelCase	:       Dict    	=							{
    # 1536-bit
    5: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA237327FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 2048-bit
    14: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AACAA68FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 3072-bit
    15: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A93AD2CAFFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 4096-bit
    16: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A92108011A723C12A787E6D7"
            + "88719A10BDBA5B2699C327186AF4E23C1A946834B6150BDA"
            + "2583E9CA2AD44CE8DBBBC2DB04DE8EF92E8EFC141FBECAA6"
            + "287C59474E6BC05D99B2964FA090C3A2233BA186515BE7ED"
            + "1F612970CEE2D7AFB81BDD762170481CD0069127D5B05AA9"
            + "93B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934063199"
            + "FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 6144-bit
    17: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD129024E08"
            + "8A67CC74020BBEA63B139B22514A08798E3404DDEF9519B3CD3A431B"
            + "302B0A6DF25F14374FE1356D6D51C245E485B576625E7EC6F44C42E9"
            + "A637ED6B0BFF5CB6F406B7EDEE386BFB5A899FA5AE9F24117C4B1FE6"
            + "49286651ECE45B3DC2007CB8A163BF0598DA48361C55D39A69163FA8"
            + "FD24CF5F83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3BE39E772C"
            + "180E86039B2783A2EC07A28FB5C55DF06F4C52C9DE2BCBF695581718"
            + "3995497CEA956AE515D2261898FA051015728E5A8AAAC42DAD33170D"
            + "04507A33A85521ABDF1CBA64ECFB850458DBEF0A8AEA71575D060C7D"
            + "B3970F85A6E1E4C7ABF5AE8CDB0933D71E8C94E04A25619DCEE3D226"
            + "1AD2EE6BF12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB3143DB5BFC"
            + "E0FD108E4B82D120A92108011A723C12A787E6D788719A10BDBA5B26"
            + "99C327186AF4E23C1A946834B6150BDA2583E9CA2AD44CE8DBBBC2DB"
            + "04DE8EF92E8EFC141FBECAA6287C59474E6BC05D99B2964FA090C3A2"
            + "233BA186515BE7ED1F612970CEE2D7AFB81BDD762170481CD0069127"
            + "D5B05AA993B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934028492"
            + "36C3FAB4D27C7026C1D4DCB2602646DEC9751E763DBA37BDF8FF9406"
            + "AD9E530EE5DB382F413001AEB06A53ED9027D831179727B0865A8918"
            + "DA3EDBEBCF9B14ED44CE6CBACED4BB1BDB7F1447E6CC254B33205151"
            + "2BD7AF426FB8F401378CD2BF5983CA01C64B92ECF032EA15D1721D03"
            + "F482D7CE6E74FEF6D55E702F46980C82B5A84031900B1C9E59E7C97F"
            + "BEC7E8F323A97A7E36CC88BE0F1D45B7FF585AC54BD407B22B4154AA"
            + "CC8F6D7EBF48E1D814CC5ED20F8037E0A79715EEF29BE32806A1D58B"
            + "B7C5DA76F550AA3D8A1FBFF0EB19CCB1A313D55CDA56C9EC2EF29632"
            + "387FE8D76E3C0468043E8F663F4860EE12BF2D5B0B7474D6E694F91E"
            + "6DCC4024FFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
    # 8192-bit
    18: {
        "prime": int(
            "FFFFFFFFFFFFFFFFC90FDAA22168C234C4C6628B80DC1CD1"
            + "29024E088A67CC74020BBEA63B139B22514A08798E3404DD"
            + "EF9519B3CD3A431B302B0A6DF25F14374FE1356D6D51C245"
            + "E485B576625E7EC6F44C42E9A637ED6B0BFF5CB6F406B7ED"
            + "EE386BFB5A899FA5AE9F24117C4B1FE649286651ECE45B3D"
            + "C2007CB8A163BF0598DA48361C55D39A69163FA8FD24CF5F"
            + "83655D23DCA3AD961C62F356208552BB9ED529077096966D"
            + "670C354E4ABC9804F1746C08CA18217C32905E462E36CE3B"
            + "E39E772C180E86039B2783A2EC07A28FB5C55DF06F4C52C9"
            + "DE2BCBF6955817183995497CEA956AE515D2261898FA0510"
            + "15728E5A8AAAC42DAD33170D04507A33A85521ABDF1CBA64"
            + "ECFB850458DBEF0A8AEA71575D060C7DB3970F85A6E1E4C7"
            + "ABF5AE8CDB0933D71E8C94E04A25619DCEE3D2261AD2EE6B"
            + "F12FFA06D98A0864D87602733EC86A64521F2B18177B200C"
            + "BBE117577A615D6C770988C0BAD946E208E24FA074E5AB31"
            + "43DB5BFCE0FD108E4B82D120A92108011A723C12A787E6D7"
            + "88719A10BDBA5B2699C327186AF4E23C1A946834B6150BDA"
            + "2583E9CA2AD44CE8DBBBC2DB04DE8EF92E8EFC141FBECAA6"
            + "287C59474E6BC05D99B2964FA090C3A2233BA186515BE7ED"
            + "1F612970CEE2D7AFB81BDD762170481CD0069127D5B05AA9"
            + "93B4EA988D8FDDC186FFB7DC90A6C08F4DF435C934028492"
            + "36C3FAB4D27C7026C1D4DCB2602646DEC9751E763DBA37BD"
            + "F8FF9406AD9E530EE5DB382F413001AEB06A53ED9027D831"
            + "179727B0865A8918DA3EDBEBCF9B14ED44CE6CBACED4BB1B"
            + "DB7F1447E6CC254B332051512BD7AF426FB8F401378CD2BF"
            + "5983CA01C64B92ECF032EA15D1721D03F482D7CE6E74FEF6"
            + "D55E702F46980C82B5A84031900B1C9E59E7C97FBEC7E8F3"
            + "23A97A7E36CC88BE0F1D45B7FF585AC54BD407B22B4154AA"
            + "CC8F6D7EBF48E1D814CC5ED20F8037E0A79715EEF29BE328"
            + "06A1D58BB7C5DA76F550AA3D8A1FBFF0EB19CCB1A313D55C"
            + "DA56C9EC2EF29632387FE8D76E3C0468043E8F663F4860EE"
            + "12BF2D5B0B7474D6E694F91E6DBE115974A3926F12FEE5E4"
            + "38777CB6A932DF8CD8BEC4D073B931BA3BC832B68D9DD300"
            + "741FA7BF8AFC47ED2576F6936BA424663AAB639C5AE4F568"
            + "3423B4742BF1C978238F16CBE39D652DE3FDB8BEFC848AD9"
            + "22222E04A4037C0713EB57A81A23F0C73473FC646CEA306B"
            + "4BCBC8862F8385DDFA9D4B7FA2C087E879683303ED5BDD3A"
            + "062B3CF5B3A278A66D2A13F83F44F82DDF310EE074AB6A36"
            + "4597E899A0255DC164F31CC50846851DF9AB48195DED7EA1"
            + "B1D510BD7EE74D73FAF36BC31ECFA268359046F4EB879F92"
            + "4009438B481C6CD7889A002ED5EE382BC9190DA6FC026E47"
            + "9558E4475677E9AA9E3050E2765694DFC81F56E880B96E71"
            + "60C980DD98EDD3DFFFFFFFFFFFFFFFFF",
            base=16,
        ),
        "generator": 2,
    },
}







class    __snake_case	:





       '''simple docstring'''







       def __init__(  self			:   Optional[int]							,    A			:   int = 14		):
         if group not in primes:
           raise ValueError("""Unsupported Group"""		)
         __snake_case:						Any     =						primes[group]["""prime"""]
         __snake_case:						List[str]     =						primes[group]["""generator"""]

         __snake_case:						str     =						int(hexlify(urandom(32		)		)							,    base=16		)




       def 							UpperCAmelCase__			(  self			:   List[str]		):
         return hex(self.__private_key		)[2:]




       def 							UpperCAmelCase__			(  self			:   str		):
         __snake_case:						Union[str, Any]     =						pow(self.generator							,    self.__private_key							,    self.prime		)
         return hex(A		)[2:]




       def 							UpperCAmelCase__			(  self			:   Any							,    A			:   int		):
         # check if the other public key is valid based on NIST SP800-56
         return (
             2 <= key <= self.prime - 2
             and pow(A							,    (self.prime - 1) // 2							,    self.prime		) == 1
         )




       def 							UpperCAmelCase__			(  self			:   Dict							,    A			:   str		):
         __snake_case:						Tuple     =						int(A							,    base=16		)
         if not self.is_valid_public_key(A		):
           raise ValueError("""Invalid public key"""		)
         __snake_case:						List[str]     =						pow(A							,    self.__private_key							,    self.prime		)
         return shaaaa(str(A		).encode()		).hexdigest()




       @staticmethod
       def 							UpperCAmelCase__			(  A			:   int							,    A			:   int		):
         # check if the other public key is valid based on NIST SP800-56
         return (
             2 <= remote_public_key_str <= prime - 2
             and pow(A							,    (prime - 1) // 2							,    A		) == 1
         )






       @staticmethod
       def 							UpperCAmelCase__			(  A			:   str							,    A			:   str							,    A			:   int = 14		):
         __snake_case:						Optional[int]     =						int(A							,    base=16		)
         __snake_case:						Any     =						int(A							,    base=16		)
         __snake_case:						List[str]     =						primes[group]["""prime"""]
         if not DiffieHellman.is_valid_public_key_static(A							,    A		):
           raise ValueError("""Invalid public key"""		)
         __snake_case:						List[str]     =						pow(A							,    A							,    A		)
         return shaaaa(str(A		).encode()		).hexdigest()


if __name__ == "__main__":
      import doctest

      doctest.testmod()













import copy
import tempfile
import unittest

from huggingface_hub import HfFolder, delete_repo
from parameterized import parameterized
from requests.exceptions import HTTPError

from transformers import AutoConfig, GenerationConfig
from transformers.testing_utils import TOKEN, USER, is_staging_test







class    __snake_case	(							unittest.TestCase      ):





       '''simple docstring'''







       @parameterized.expand([(None,), ("""foo.json""",)]		)
       def 							UpperCAmelCase__			(  self			:   List[str]							,    A			:   Optional[Any]		):
         __snake_case:						Any			  =						GenerationConfig(
             do_sample=A							,    temperature=0.7							,    length_penalty=1.0							,    bad_words_ids=[[1, 2, 3], [4, 5]]							,    )
         with tempfile.TemporaryDirectory() as tmp_dir:
           config.save_pretrained(A							,    config_name=A		)
           __snake_case:						Optional[int]			  =						GenerationConfig.from_pretrained(A							,    config_name=A		)

         # Checks parameters that were specified
         self.assertEqual(loaded_config.do_sample							,    A		)
         self.assertEqual(loaded_config.temperature							,    0.7		)
         self.assertEqual(loaded_config.length_penalty							,    1.0		)
         self.assertEqual(loaded_config.bad_words_ids							,    [[1, 2, 3], [4, 5]]		)

         # Checks parameters that were not specified (defaults)
         self.assertEqual(loaded_config.top_k							,    50		)
         self.assertEqual(loaded_config.max_length							,    20		)
         self.assertEqual(loaded_config.max_time							,    A		)




       def 							UpperCAmelCase__			(  self			:   Dict		):
         __snake_case:						str			  =						AutoConfig.from_pretrained("""gpt2"""		)
         __snake_case:						Any			  =						GenerationConfig.from_model_config(A		)
         __snake_case:						str			  =						GenerationConfig()

         # The generation config has loaded a few non-default parameters from the model config
         self.assertNotEqual(A							,    A		)

         # One of those parameters is eos_token_id -- check if it matches
         self.assertNotEqual(generation_config_from_model.eos_token_id							,    default_generation_config.eos_token_id		)
         self.assertEqual(generation_config_from_model.eos_token_id							,    model_config.eos_token_id		)




       def 							UpperCAmelCase__			(  self			:   str		):
         __snake_case:						List[str]			  =						GenerationConfig()
         __snake_case:						Tuple			  =						{
             """max_new_tokens""": 1_024,
             """foo""": """bar""",
         }
         __snake_case:						List[str]			  =						copy.deepcopy(A		)
         __snake_case:						Optional[int]			  =						generation_config.update(**A		)

         # update_kwargs was not modified (no side effects)
         self.assertEqual(A							,    A		)

         # update_kwargs was used to update the config on valid attributes
         self.assertEqual(generation_config.max_new_tokens							,    1_024		)

         # `.update()` returns a dictionary of unused kwargs
         self.assertEqual(A							,    {"""foo""": """bar"""}		)




       def 							UpperCAmelCase__			(  self			:   Tuple		):
         __snake_case:						List[str]			  =						GenerationConfig()
         __snake_case:						Optional[int]			  =						"""bar"""

         with tempfile.TemporaryDirectory("""test-generation-config"""		) as tmp_dir:
           generation_config.save_pretrained(A		)

           __snake_case:						Any			  =						GenerationConfig.from_pretrained(A		)
         # update_kwargs was used to update the config on valid attributes
         self.assertEqual(new_config.foo							,    """bar"""		)

         __snake_case:						int			  =						GenerationConfig.from_model_config(A		)
         assert not hasattr(A							,    """foo"""		)  # no new kwargs should be initialized if from config






       def 							UpperCAmelCase__			(  self			:   Dict		):
         __snake_case:						Dict			  =						GenerationConfig()
         self.assertEqual(default_config.temperature							,    1.0		)
         self.assertEqual(default_config.do_sample							,    A		)
         self.assertEqual(default_config.num_beams							,    1		)

         __snake_case:						Union[str, Any]			  =						GenerationConfig(
             do_sample=A							,    temperature=0.7							,    length_penalty=1.0							,    bad_words_ids=[[1, 2, 3], [4, 5]]							,    )
         self.assertEqual(config.temperature							,    0.7		)
         self.assertEqual(config.do_sample							,    A		)
         self.assertEqual(config.num_beams							,    1		)

         with tempfile.TemporaryDirectory() as tmp_dir:
           config.save_pretrained(A		)
           __snake_case:						Tuple			  =						GenerationConfig.from_pretrained(A							,    temperature=1.0		)

         self.assertEqual(loaded_config.temperature							,    1.0		)
         self.assertEqual(loaded_config.do_sample							,    A		)
         self.assertEqual(loaded_config.num_beams							,    1		)  # default value







@is_staging_test
class    __snake_case	(							unittest.TestCase      ):





       '''simple docstring'''







       @classmethod
       def 							UpperCAmelCase__			(  cls			:   List[str]		):
         __snake_case:						Optional[int]			  =						TOKEN
         HfFolder.save_token(A		)




       @classmethod
       def 							UpperCAmelCase__			(  cls			:   List[Any]		):
         try:
           delete_repo(token=cls._token							,    repo_id="""test-generation-config"""		)
         except HTTPError:
           pass

         try:
           delete_repo(token=cls._token							,    repo_id="""valid_org/test-generation-config-org"""		)
         except HTTPError:
           pass




       def 							UpperCAmelCase__			(  self			:   Tuple		):
         __snake_case:						Optional[int]			  =						GenerationConfig(
             do_sample=A							,    temperature=0.7							,    length_penalty=1.0							,    )
         config.push_to_hub("""test-generation-config"""							,    use_auth_token=self._token		)

         __snake_case:						str			  =						GenerationConfig.from_pretrained(f'''{USER}/test-generation-config'''		)
         for k, v in config.to_dict().items():
           if k != "transformers_version":
             self.assertEqual(A							,    getattr(A							,    A		)		)

        # Reset repo
         delete_repo(token=self._token							,    repo_id="""test-generation-config"""		)

         # Push to hub via save_pretrained
         with tempfile.TemporaryDirectory() as tmp_dir:
           config.save_pretrained(
               A							,    repo_id="""test-generation-config"""							,    push_to_hub=A							,    use_auth_token=self._token		)

         __snake_case:						Optional[Any]			  =						GenerationConfig.from_pretrained(f'''{USER}/test-generation-config'''		)
         for k, v in config.to_dict().items():
           if k != "transformers_version":
             self.assertEqual(A							,    getattr(A							,    A		)		)






       def 							UpperCAmelCase__			(  self			:   List[Any]		):
         __snake_case:						Union[str, Any]			  =						GenerationConfig(
             do_sample=A							,    temperature=0.7							,    length_penalty=1.0							,    )
         config.push_to_hub("""valid_org/test-generation-config-org"""							,    use_auth_token=self._token		)

         __snake_case:						int			  =						GenerationConfig.from_pretrained("""valid_org/test-generation-config-org"""		)
         for k, v in config.to_dict().items():
           if k != "transformers_version":
             self.assertEqual(A							,    getattr(A							,    A		)		)

        # Reset repo
         delete_repo(token=self._token							,    repo_id="""valid_org/test-generation-config-org"""		)

         # Push to hub via save_pretrained
         with tempfile.TemporaryDirectory() as tmp_dir:
           config.save_pretrained(
               A							,    repo_id="""valid_org/test-generation-config-org"""							,    push_to_hub=A							,    use_auth_token=self._token		)

         __snake_case:						Optional[int]			  =						GenerationConfig.from_pretrained("""valid_org/test-generation-config-org"""		)
         for k, v in config.to_dict().items():
           if k != "transformers_version":
             self.assertEqual(A							,    getattr(A							,    A		)		)






