



"""simple docstring"""

import argparse
import struct
import unittest




class SCREAMING_SNAKE_CASE__					:



						def __init__(self						,     _lowercase							):





													'''simple docstring'''

													__a		:		str									=       data

													# Initialize hash values
													__a		:		Any									=       [
													    0x6a_09e_667,
													    0xbb_67a_e85,
													    0x3c_6ef_372,
													    0xa5_4ff_53a,
													    0x51_0e5_27f,
													    0x9b_056_88c,
													    0x1f_83d_9ab,
													    0x5b_e0c_d19,
													]

													# Initialize round constants
													__a		:		int									=       [
													    0x42_8a2_f98,
													    0x71_374_491,
													    0xb5_c0f_bcf,
													    0xe9_b5d_ba5,
													    0x39_56c_25b,
													    0x59_f11_1f1,
													    0x92_3f8_2a4,
													    0xab_1c5_ed5,
													    0xd8_07a_a98,
													    0x12_835_b01,
													    0x24_318_5be,
													    0x55_0c7_dc3,
													    0x72_be5_d74,
													    0x80_deb_1fe,
													    0x9b_dc0_6a7,
													    0xc1_9bf_174,
													    0xe4_9b6_9c1,
													    0xef_be4_786,
													    0x0f_c19_dc6,
													    0x24_0ca_1cc,
													    0x2d_e92_c6f,
													    0x4a_748_4aa,
													    0x5c_b0a_9dc,
													    0x76_f98_8da,
													    0x98_3e5_152,
													    0xa8_31c_66d,
													    0xb0_032_7c8,
													    0xbf_597_fc7,
													    0xc6_e00_bf3,
													    0xd5_a79_147,
													    0x06_ca6_351,
													    0x14_292_967,
													    0x27_b70_a85,
													    0x2e_1b2_138,
													    0x4d_2c6_dfc,
													    0x53_380_d13,
													    0x65_0a7_354,
													    0x76_6a0_abb,
													    0x81_c2c_92e,
													    0x92_722_c85,
													    0xa2_bfe_8a1,
													    0xa8_1a6_64b,
													    0xc2_4b8_b70,
													    0xc7_6c5_1a3,
													    0xd1_92e_819,
													    0xd6_990_624,
													    0xf4_0e3_585,
													    0x10_6aa_070,
													    0x19_a4c_116,
													    0x1e_376_c08,
													    0x27_487_74c,
													    0x34_b0b_cb5,
													    0x39_1c0_cb3,
													    0x4e_d8a_a4a,
													    0x5b_9cc_a4f,
													    0x68_2e6_ff3,
													    0x74_8f8_2ee,
													    0x78_a56_36f,
													    0x84_c87_814,
													    0x8c_c70_208,
													    0x90_bef_ffa,
													    0xa4_506_ceb,
													    0xbe_f9a_3f7,
													    0xc6_717_8f2,
													]

													__a		:		Union[str, Any]									=       self.preprocessing(self.data							)
													self.final_hash()



						@staticmethod
						def     lowerCAmelCase__(_lowercase							):





													'''simple docstring'''

													__a		:		Optional[int]									=       b"""\x80""" + (b"""\x00""" * (63 - (len(_UpperCamelCase							) + 8) % 64))
													__a		:		List[Any]									=       struct.pack(""">Q"""						,     (len(_UpperCamelCase							) * 8)							)
													return data + padding + big_endian_integer



						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													__a		:		Dict									=       [
													    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
																				__a		:		Dict									=       list(struct.unpack(""">16L"""						,     _UpperCamelCase							)							)
																				# add 48 0-ed integers
																				words += [0] * 48

																				__a		:		Optional[int]									=       self.hashes

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

																																		__a		:		Any									=       (
																																		    words[index - 16] + sa + words[index - 7] + sa
																																		) % 0x100_000_000

																											# Compression
																											__a		:		Optional[int]									=       self.ror(_UpperCamelCase						,     6							) ^ self.ror(_UpperCamelCase						,     11							) ^ self.ror(_UpperCamelCase						,     25							)
																											__a		:		str									=       (e & f) ^ ((~e & 0xff_fff_fff) & g)
																											__a		:		Union[str, Any]									=       (
																											    h + sa + ch + self.round_constants[index] + words[index]
																											) % 0x100_000_000
																											__a		:		List[str]									=       self.ror(_UpperCamelCase						,     2							) ^ self.ror(_UpperCamelCase						,     13							) ^ self.ror(_UpperCamelCase						,     22							)
																											__a		:		List[str]									=       (a & b) ^ (a & c) ^ (b & c)
																											__a		:		Dict									=       (sa + maj) % 0x100_000_000

																											__a		:		List[str]									=       (
																											    g,
																											    f,
																											    e,
																											    ((d + tempa) % 0x100_000_000),
																											    c,
																											    b,
																											    a,
																											    ((tempa + tempa) % 0x100_000_000),
																											)

																				__a		:		List[Any]									=       [a, b, c, d, e, f, g, h]

																				# Modify final values
																				__a		:		List[str]									=       [
																				    ((element + mutated_hash_values[index]) % 0x100_000_000)
																				    for index, element in enumerate(self.hashes							)
																				]

													__a		:		Union[str, Any]									=       """""".join([hex(_UpperCamelCase							)[2:].zfill(8							) for value in self.hashes]							)





						def     lowerCAmelCase__(self						,     _lowercase						,     _lowercase							):





													'''simple docstring'''

													return 0xff_fff_fff & (value << (32 - rotations)) | (value >> rotations)







class SCREAMING_SNAKE_CASE__					(		unittest.TestCase      ):



						def     lowerCAmelCase__(self							):





													'''simple docstring'''

													import hashlib

													__a		:		str									=       bytes("""Test String"""						,     """utf-8"""							)
													self.assertEqual(SHAaaa(_UpperCamelCase							).hash						,     hashlib.shaaaa(_UpperCamelCase							).hexdigest()							)







def       __magic_name__    (   ):
							import doctest

							doctest.testmod()

							__a		:		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"""					)

							__a		:		Optional[Any]									=       parser.parse_args()

							__a		:		Union[str, Any]									=       args.input_string

							# hash input should be a bytestring
							if args.input_file:
														with open(args.input_file  ,       """rb"""					) as f:
																					__a		:		Tuple									=       f.read()
							else:
														__a		:		List[Any]									=       bytes(__A  ,       """utf-8"""					)

							print(SHAaaa(__A					).hash					)


if __name__ == "__main__":
	main()





"""simple docstring"""

import torch

from diffusers import DiffusionPipeline




class SCREAMING_SNAKE_CASE__					(		__snake_case      ):



						def __init__(self						,     _lowercase						,     _lowercase							):





													'''simple docstring'''

													super().__init__()

													self.register_modules(unet=_lowercase						,     scheduler=_lowercase							)





						def __call__(self							):





													'''simple docstring'''

													__a		:		Dict									=       torch.randn(
													    (1, self.unet.config.in_channels, self.unet.config.sample_size, self.unet.config.sample_size)						,     )
													__a		:		Optional[Any]									=       1

													__a		:		List[str]									=       self.unet(_lowercase						,     _lowercase							).sample
													__a		:		Union[str, Any]									=       self.scheduler.step(_lowercase						,     _lowercase						,     _lowercase							).prev_sample

													__a		:		Optional[int]									=       scheduler_output - scheduler_output + torch.ones_like(_lowercase							)

													return result

