


"""simple docstring"""


from collections.abc import Generator
from math import sin



def   snake_case						(				_a:     bytes							)->		bytes:
      '''simple docstring'''


      if len(_a							) != 32:
            raise ValueError('Input must be of length 32'							)

      lowerCamelCase__           =		b''
      for i in [3, 2, 1, 0]:
            little_endian += string_aa[8 * i : 8 * i + 8]
      return little_endian



def   snake_case						(				_a:     int							)->		bytes:
      '''simple docstring'''


      if i < 0:
            raise ValueError('Input must be non-negative'							)

      lowerCamelCase__           =		format(_a		,   '08x'							)[-8:]
      lowerCamelCase__           =		b''
      for i in [3, 2, 1, 0]:
            little_endian_hex += hex_rep[2 * i : 2 * i + 2].encode('utf-8'							)
      return little_endian_hex



def   snake_case						(				_a:     bytes							)->		bytes:
      '''simple docstring'''


      lowerCamelCase__           =		b''
      for char in message:
            bit_string += format(_a		,   '08b'							).encode('utf-8'							)
      lowerCamelCase__           =		format(len(_a							)		,   '064b'							).encode('utf-8'							)

      # Pad bit_string to a multiple of 512 chars
      bit_string += b"1"
      while len(_a							) % 512 != 448:
            bit_string += b"0"
      bit_string += to_little_endian(start_len[32:]							) + to_little_endian(start_len[:32]							)

      return bit_string



def   snake_case						(				_a:     bytes							)->		Generator[list[int], None, None]:
      '''simple docstring'''


      if len(_a							) % 512 != 0:
            raise ValueError('Input must have length that\'s a multiple of 512'							)

      for pos in range(0		,   len(_a							)		,   512							):
            lowerCamelCase__           =		bit_string[pos : pos + 512]
            lowerCamelCase__           =		[]
            for i in range(0		,   512		,   32							):
                  block_words.append(int(to_little_endian(block[i : i + 32]							)		,   2							)							)
            yield block_words



def   snake_case						(				_a:     int							)->		int:
      '''simple docstring'''


      if i < 0:
            raise ValueError('Input must be non-negative'							)

      lowerCamelCase__           =		format(_a		,   '032b'							)
      lowerCamelCase__           =		''
      for c in i_str:
            new_str += "1" if c == "0" else "0"
      return int(_a		,   2							)



def   snake_case						(				_a:     int		,   _a:     int							)->		int:
      '''simple docstring'''


      return (a + b) % 2**32



def   snake_case						(				_a:     int		,   _a:     int							)->		int:
      '''simple docstring'''


      if i < 0:
            raise ValueError('Input must be non-negative'							)
      if shift < 0:
            raise ValueError('Shift must be non-negative'							)
      return ((i << shift) ^ (i >> (32 - shift))) % 2**32



def   snake_case						(				_a:     bytes							)->		bytes:
      '''simple docstring'''


      lowerCamelCase__           =		preprocess(_a							)

      lowerCamelCase__           =		[int(2**32 * abs(sin(i + 1							)							)							) for i in range(64							)]

      # Starting states
      lowerCamelCase__           =		0x6745_2301
      lowerCamelCase__           =		0xEFCD_AB89
      lowerCamelCase__           =		0x98BA_DCFE
      lowerCamelCase__           =		0x1032_5476

      lowerCamelCase__           =		[
          7,
          12,
          17,
          22,
          7,
          12,
          17,
          22,
          7,
          12,
          17,
          22,
          7,
          12,
          17,
          22,
          5,
          9,
          14,
          20,
          5,
          9,
          14,
          20,
          5,
          9,
          14,
          20,
          5,
          9,
          14,
          20,
          4,
          11,
          16,
          23,
          4,
          11,
          16,
          23,
          4,
          11,
          16,
          23,
          4,
          11,
          16,
          23,
          6,
          10,
          15,
          21,
          6,
          10,
          15,
          21,
          6,
          10,
          15,
          21,
          6,
          10,
          15,
          21,
      ]

      # Process bit string in chunks, each with 16 32-char words
      for block_words in get_block_words(_a							):
            lowerCamelCase__           =		aa
            lowerCamelCase__           =		ba
            lowerCamelCase__           =		ca
            lowerCamelCase__           =		da

            # Hash current chunk
            for i in range(64							):
                  if i <= 15:
                        # f = (b & c) | (not_32(b) & d)     # Alternate definition for f
                        lowerCamelCase__           =		d ^ (b & (c ^ d))
                        lowerCamelCase__           =		i
                  elif i <= 31:
                        # f = (d & b) | (not_32(d) & c)     # Alternate definition for f
                        lowerCamelCase__           =		c ^ (d & (b ^ c))
                        lowerCamelCase__           =		(5 * i + 1) % 16
                  elif i <= 47:
                        lowerCamelCase__           =		b ^ c ^ d
                        lowerCamelCase__           =		(3 * i + 5) % 16
                  else:
                        lowerCamelCase__           =		c ^ (b | not_aa(_a							))
                        lowerCamelCase__           =		(7 * i) % 16
                  lowerCamelCase__           =		(f + a + added_consts[i] + block_words[g]) % 2**32
                  lowerCamelCase__           =		d
                  lowerCamelCase__           =		c
                  lowerCamelCase__           =		b
                  lowerCamelCase__           =		sum_aa(_a		,   left_rotate_aa(_a		,   shift_amounts[i]							)							)

            # Add hashed chunk to running total
            lowerCamelCase__           =		sum_aa(_a		,   _a							)
            lowerCamelCase__           =		sum_aa(_a		,   _a							)
            lowerCamelCase__           =		sum_aa(_a		,   _a							)
            lowerCamelCase__           =		sum_aa(_a		,   _a							)

      lowerCamelCase__           =		reformat_hex(_a							) + reformat_hex(_a							) + reformat_hex(_a							) + reformat_hex(_a							)
      return digest


if __name__ == "__main__":
   import doctest

   doctest.testmod()







"""simple docstring"""


import argparse
import json

from tqdm import tqdm



def   snake_case						(				)->		List[Any]:
      '''simple docstring'''


      lowerCamelCase__           =		argparse.ArgumentParser()

      # Required parameters
      parser.add_argument(
          '--src_path'		,   type=_a		,   default='biencoder-nq-dev.json'		,   help='Path to raw DPR training data'		,   )
      parser.add_argument(
          '--evaluation_set'		,   type=_a		,   help='where to store parsed evaluation_set file'		,   )
      parser.add_argument(
          '--gold_data_path'		,   type=_a		,   help='where to store parsed gold_data_path file'		,   )
      lowerCamelCase__           =		parser.parse_args()

      with open(args.src_path		,   'r'							) as src_file, open(args.evaluation_set		,   'w'							) as eval_file, open(
          args.gold_data_path		,   'w'							) as gold_file:
            lowerCamelCase__           =		json.load(_a							)
            for dpr_record in tqdm(_a							):
                  lowerCamelCase__           =		dpr_record['question']
                  lowerCamelCase__           =		[context['title'] for context in dpr_record['positive_ctxs']]
                  eval_file.write(question + '\n'							)
                  gold_file.write('\t'.join(_a							) + '\n'							)


if __name__ == "__main__":
   main()



