


"""simple docstring"""


import unittest

from transformers import MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPING, is_vision_available
from transformers.pipelines import pipeline
from transformers.testing_utils import (
    is_pipeline_test,
    nested_simplify,
    require_tf,
    require_torch,
    require_vision,
    slow,
)

from .test_pipelines_common import ANY


if is_vision_available():
	from PIL import Image
else:
	class   _UpperCamelCase  :
								'''simple docstring'''







								@staticmethod
								def 			snake_case				(     *__a    ,   **__a	):
											pass
@is_pipeline_test
@require_torch
@require_vision
class   _UpperCamelCase  (   unittest.TestCase		):
							'''simple docstring'''







							__UpperCAmelCase						:    Union[str, Any]				      =MODEL_FOR_VISUAL_QUESTION_ANSWERING_MAPPING

							def 			snake_case				(     self    ,   __a    ,   __a    ,   __a	):
										__lowerCAmelCase				    =			pipeline("visual-question-answering"    ,   model="hf-internal-testing/tiny-vilt-random-vqa"	)
										__lowerCAmelCase				    =			[
										    {
										        "image": Image.open("./tests/fixtures/tests_samples/COCO/000000039769.png"	),
										        "question": "How many cats are there?",
										    },
										    {
										        "image": "./tests/fixtures/tests_samples/COCO/000000039769.png",
										        "question": "How many cats are there?",
										    },
										]
										return vqa_pipeline, examples

							def 			snake_case				(     self    ,   __a    ,   __a	):
										__lowerCAmelCase				    =			vqa_pipeline(__a    ,   top_k=1	)
										self.assertEqual(
										    __a    ,   [
										        [{"score": ANY(__a	), "answer": ANY(__a	)}],
										        [{"score": ANY(__a	), "answer": ANY(__a	)}],
										    ]    ,   )

							@require_torch
							def 			snake_case				(     self	):
										__lowerCAmelCase				    =			pipeline("visual-question-answering"    ,   model="hf-internal-testing/tiny-vilt-random-vqa"	)
										__lowerCAmelCase				    =			"./tests/fixtures/tests_samples/COCO/000000039769.png"
										__lowerCAmelCase				    =			"How many cats are there?"

										__lowerCAmelCase				    =			vqa_pipeline(image=__a    ,   question="How many cats are there?"    ,   top_k=2	)
										self.assertEqual(
										    __a    ,   [{"score": ANY(__a	), "answer": ANY(__a	)}, {"score": ANY(__a	), "answer": ANY(__a	)}]	)

										__lowerCAmelCase				    =			vqa_pipeline({"image": image, "question": question}    ,   top_k=2	)
										self.assertEqual(
										    __a    ,   [{"score": ANY(__a	), "answer": ANY(__a	)}, {"score": ANY(__a	), "answer": ANY(__a	)}]	)

							@slow
							@require_torch
							def 			snake_case				(     self	):
										__lowerCAmelCase				    =			pipeline("visual-question-answering"    ,   model="dandelin/vilt-b32-finetuned-vqa"	)
										__lowerCAmelCase				    =			"./tests/fixtures/tests_samples/COCO/000000039769.png"
										__lowerCAmelCase				    =			"How many cats are there?"

										__lowerCAmelCase				    =			vqa_pipeline(image=__a    ,   question=__a    ,   top_k=2	)
										self.assertEqual(
										    nested_simplify(__a    ,   decimals=4	)    ,   [{"score": 0.8_7_9_9, "answer": "2"}, {"score": 0.2_9_6, "answer": "1"}]	)

										__lowerCAmelCase				    =			vqa_pipeline({"image": image, "question": question}    ,   top_k=2	)
										self.assertEqual(
										    nested_simplify(__a    ,   decimals=4	)    ,   [{"score": 0.8_7_9_9, "answer": "2"}, {"score": 0.2_9_6, "answer": "1"}]	)

										__lowerCAmelCase				    =			vqa_pipeline(
										    [{"image": image, "question": question}, {"image": image, "question": question}]    ,   top_k=2	)
										self.assertEqual(
										    nested_simplify(__a    ,   decimals=4	)    ,   [[{"score": 0.8_7_9_9, "answer": "2"}, {"score": 0.2_9_6, "answer": "1"}]] * 2    ,   )



							@require_tf
							@unittest.skip("Visual question answering not implemented in TF"	)
							def 			snake_case				(     self	):
										pass







import argparse
import hashlib  # hashlib is only used inside the Test class
import struct







class 						__magic_name__			:

   '''simple docstring'''




   def __init__(				self,    lowercase_       )							->    List[str]:






     """simple docstring"""






     a__  =data
     a__  =[0X67452301, 0Xefcdab89, 0X98badcfe, 0X10325476, 0Xc3d2e1f0]



   @staticmethod
   def  _UpperCAmelCase (				lowercase_,    lowercase_       )							->    Union[str, Any]:






     """simple docstring"""






     return ((n << b) | (n >> (32 - b))) & 0Xffffffff



   def  _UpperCAmelCase (				self       )							->    Optional[int]:






     """simple docstring"""






     a__  =b'''\x80''' + b'''\x00''' * (63 - (len(self.data       ) + 8) % 64)
     a__  =self.data + padding + struct.pack('''>Q''',    8 * len(self.data       )       )
     return padded_data



   def  _UpperCAmelCase (				self       )							->    Any:






     """simple docstring"""






     return [
         self.padded_data[i : i + 64] for i in range(0,    len(self.padded_data       ),    64       )
     ]



   def  _UpperCAmelCase (				self,    lowercase_       )							->    List[Any]:






     """simple docstring"""






     a__  =list(struct.unpack('''>16L''',    lowercase_       )       ) + [0] * 64
     for i in range(16,    80       ):
       a__  =self.rotate((w[i - 3] ^ w[i - 8] ^ w[i - 14] ^ w[i - 16]),    1       )
     return w



   def  _UpperCAmelCase (				self       )							->    Any:






     """simple docstring"""






     a__  =self.padding()
     a__  =self.split_blocks()
     for block in self.blocks:
       a__  =self.expand_block(lowercase_       )
       a__,      a__,      a__,      a__,      a__  =self.h
       for i in range(0,    80       ):
         if 0 <= i < 20:
           a__  =(b & c) | ((~b) & d)
           a__  =0X5a827999
         elif 20 <= i < 40:
           a__  =b ^ c ^ d
           a__  =0X6ed9eba1
         elif 40 <= i < 60:
           a__  =(b & c) | (b & d) | (c & d)
           a__  =0X8f1bbcdc
         elif 60 <= i < 80:
           a__  =b ^ c ^ d
           a__  =0Xca62c1d6
         a__,      a__,      a__,      a__,      a__  =(
             self.rotate(lowercase_,    5       ) + f + e + k + expanded_block[i] & 0Xffffffff,
             a,
             self.rotate(lowercase_,    30       ),
             c,
             d,
         )
       a__  =(
           self.h[0] + a & 0Xffffffff,
           self.h[1] + b & 0Xffffffff,
           self.h[2] + c & 0Xffffffff,
           self.h[3] + d & 0Xffffffff,
           self.h[4] + e & 0Xffffffff,
       )
     return ("{:08x}" * 5).format(*self.h       )





def 			UpperCAmelCase__				(			):





  '''simple docstring'''







  a__  =b'''Test String'''
  assert SHAaHash(_A							).final_hash() == hashlib.shaa(_A							).hexdigest()  # noqa: S324




def 			UpperCAmelCase__				(			):





  '''simple docstring'''







  a__  =argparse.ArgumentParser(description='''Process some strings or files'''							)
  parser.add_argument(
      '''--string'''	,      dest='''input_string'''	,      default='''Hello World!! Welcome to Cryptography'''	,      help='''Hash the string'''	,      )
  parser.add_argument('''--file'''	,      dest='''input_file'''	,      help='''Hash contents of a file'''							)
  a__  =parser.parse_args()
  a__  =args.input_string
  # In any case hash input should be a bytestring
  if args.input_file:
    with open(args.input_file	,      '''rb'''							) as f:
      a__  =f.read()
  else:
    a__  =bytes(_A	,      '''utf-8'''							)
  print(SHAaHash(_A							).final_hash()							)


if __name__ == "__main__":
       main()
       import doctest

       doctest.testmod()
