




"""simple docstring"""






import argparse
import struct
import unittest






class lowerCAmelCase__	:






			'''simple docstring'''



			def __init__(  self  ,      lowercase  ):
							_lowerCamelCase     :			List[Any]    =    data

							# Initialize hash values
							_lowerCamelCase     :			Optional[int]    =    [
							    0X6A09E667,
							    0XBB67AE85,
							    0X3C6EF372,
							    0XA54FF53A,
							    0X510E527F,
							    0X9B05688C,
							    0X1F83D9AB,
							    0X5BE0CD19,
							]

							# Initialize round constants
							_lowerCamelCase     :			Tuple    =    [
							    0X428A2F98,
							    0X71374491,
							    0XB5C0FBCF,
							    0XE9B5DBA5,
							    0X3956C25B,
							    0X59F111F1,
							    0X923F82A4,
							    0XAB1C5ED5,
							    0XD807AA98,
							    0X12835B01,
							    0X243185BE,
							    0X550C7DC3,
							    0X72BE5D74,
							    0X80DEB1FE,
							    0X9BDC06A7,
							    0XC19BF174,
							    0XE49B69C1,
							    0XEFBE4786,
							    0X0FC19DC6,
							    0X240CA1CC,
							    0X2DE92C6F,
							    0X4A7484AA,
							    0X5CB0A9DC,
							    0X76F988DA,
							    0X983E5152,
							    0XA831C66D,
							    0XB00327C8,
							    0XBF597FC7,
							    0XC6E00BF3,
							    0XD5A79147,
							    0X06CA6351,
							    0X14292967,
							    0X27B70A85,
							    0X2E1B2138,
							    0X4D2C6DFC,
							    0X53380D13,
							    0X650A7354,
							    0X766A0ABB,
							    0X81C2C92E,
							    0X92722C85,
							    0XA2BFE8A1,
							    0XA81A664B,
							    0XC24B8B70,
							    0XC76C51A3,
							    0XD192E819,
							    0XD6990624,
							    0XF40E3585,
							    0X106AA070,
							    0X19A4C116,
							    0X1E376C08,
							    0X2748774C,
							    0X34B0BCB5,
							    0X391C0CB3,
							    0X4ED8AA4A,
							    0X5B9CCA4F,
							    0X682E6FF3,
							    0X748F82EE,
							    0X78A5636F,
							    0X84C87814,
							    0X8CC70208,
							    0X90BEFFFA,
							    0XA4506CEB,
							    0XBEF9A3F7,
							    0XC67178F2,
							]

							_lowerCamelCase     :			Any    =    self.preprocessing(self.data  )
							self.final_hash()
			@staticmethod
			def 					A_    (  lowercase  ):
							_lowerCamelCase     :			Optional[int]    =    B'\x80' + (B'\x00' * (63 - (len(lowercase  ) + 8) % 64))
							_lowerCamelCase     :			List[Any]    =    struct.pack('>Q'  ,      (len(lowercase  ) * 8)  )
							return data + padding + big_endian_integer
			def 					A_    (  self  ):
							_lowerCamelCase     :			str    =    [
							    self.preprocessed_data[x : x + 64]
							    for x in range(0  ,      len(self.preprocessed_data  )  ,      64  )
							]

							for block in self.blocks:
											# Convert the given block into a list of 4 byte integers
											_lowerCamelCase     :			Optional[Any]    =    list(struct.unpack('>16L'  ,      lowercase  )  )
											# add 48 0-ed integers
											words += [0] * 48

											_lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase     :			Tuple    =    self.hashes

											for index in range(0  ,      64  ):
															if index > 15:
																			# modify the zero-ed indexes at the end of the array
																			_lowerCamelCase     :			List[Any]    =    (
																			    self.ror(words[index - 15]  ,      7  )
																			    ^ self.ror(words[index - 15]  ,      18  )
																			    ^ (words[index - 15] >> 3)
																			)
																			_lowerCamelCase     :			Tuple    =    (
																			    self.ror(words[index - 2]  ,      17  )
																			    ^ self.ror(words[index - 2]  ,      19  )
																			    ^ (words[index - 2] >> 10)
																			)

																			_lowerCamelCase     :			Optional[Any]    =    (
																			    words[index - 16] + sa + words[index - 7] + sa
																			) % 0X100000000

															# Compression
															_lowerCamelCase     :			str    =    self.ror(lowercase  ,      6  ) ^ self.ror(lowercase  ,      11  ) ^ self.ror(lowercase  ,      25  )
															_lowerCamelCase     :			Tuple    =    (e & f) ^ ((~e & 0XFFFFFFFF) & g)
															_lowerCamelCase     :			Any    =    (
															    h + sa + ch + self.round_constants[index] + words[index]
															) % 0X100000000
															_lowerCamelCase     :			int    =    self.ror(lowercase  ,      2  ) ^ self.ror(lowercase  ,      13  ) ^ self.ror(lowercase  ,      22  )
															_lowerCamelCase     :			Dict    =    (a & b) ^ (a & c) ^ (b & c)
															_lowerCamelCase     :			Dict    =    (sa + maj) % 0X100000000

															_lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase, _lowerCamelCase     :			List[Any]    =    (
															    g,
															    f,
															    e,
															    ((d + tempa) % 0X100000000),
															    c,
															    b,
															    a,
															    ((tempa + tempa) % 0X100000000),
															)

											_lowerCamelCase     :			List[str]    =    [a, b, c, d, e, f, g, h]

											# Modify final values
											_lowerCamelCase     :			Dict    =    [
											    ((element + mutated_hash_values[index]) % 0X100000000)
											    for index, element in enumerate(self.hashes  )
											]

							_lowerCamelCase     :			str    =    ''.join([hex(lowercase  )[2:].zfill(8  ) for value in self.hashes]  )






			def 					A_    (  self  ,      lowercase  ,      lowercase  ):
							return 0XFFFFFFFF & (value << (32 - rotations)) | (value >> rotations)






class lowerCAmelCase__	(     unittest.TestCase						):






			'''simple docstring'''



			def 					A_    (  self  ):
							import hashlib

							_lowerCamelCase     :			Any    =    bytes('Test String'  ,      'utf-8'  )
							self.assertEqual(SHAaaa(lowercase  ).hash  ,      hashlib.shaaaa(lowercase  ).hexdigest()  )







def      _snake_case			(				):
				import doctest

				doctest.testmod()

				_lowerCamelCase     :			Union[str, Any]    =    argparse.ArgumentParser()
				parser.add_argument(
				    '-s'							,    '--string'							,    dest='input_string'							,    default='Hello World!! Welcome to Cryptography'							,    help='Hash the string'							,    )
				parser.add_argument(
				    '-f'							,    '--file'							,    dest='input_file'							,    help='Hash contents of a file'		)

				_lowerCamelCase     :			Optional[int]    =    parser.parse_args()

				_lowerCamelCase     :			int    =    args.input_string

				# hash input should be a bytestring
				if args.input_file:
								with open(args.input_file							,    'rb'		) as f:
												_lowerCamelCase     :			int    =    f.read()
				else:
								_lowerCamelCase     :			Union[str, Any]    =    bytes(__lowercase							,    'utf-8'		)

				print(SHAaaa(__lowercase		).hash		)


if __name__ == "__main__":
			main()

import unittest

from transformers import AutoTokenizer, is_flax_available
from transformers.testing_utils import require_flax, require_sentencepiece, require_tokenizers, slow


if is_flax_available():
			import jax.numpy as jnp

			from transformers import FlaxXLMRobertaModel




@require_sentencepiece
@require_tokenizers
@require_flax
class    SCREAMING_SNAKE_CASE__     (	unittest.TestCase					):





	'''simple docstring'''



	@slow
	def  A							(  self	:    int	):


				'''simple docstring'''


				_snake_case		=			FlaxXLMRobertaModel.from_pretrained('xlm-roberta-base'	)
				_snake_case		=			AutoTokenizer.from_pretrained('xlm-roberta-base'	)
				_snake_case		=			'The dog is cute and lives in the garden house'
				_snake_case		=			jnp.array([tokenizer.encode(lowercase	)]	)

				_snake_case		=			(1, 12, 768)  # batch_size, sequence_length, embedding_vector_dim
				_snake_case		=			jnp.array(
				    [[-0.0101, 0.1218, -0.0803, 0.0801, 0.1327, 0.0776, -0.1215, 0.2383, 0.3338, 0.3106, 0.0300, 0.0252]]	)

				_snake_case		=			model(lowercase	)['last_hidden_state']
				self.assertEqual(output.shape			,  lowercase	)
				# compare the actual values for a slice of last dim
				self.assertTrue(jnp.allclose(output[:, :, -1]			,  lowercase			,  atol=1E-3	)	)