






"""simple docstring"""







import argparse
import json

from tqdm import tqdm

def _a			(		):







      """simple docstring"""






      UpperCAmelCase          =	argparse.ArgumentParser()

      # Required parameters
      parser.add_argument(
          """--src_path"""				,	type=_snake_case				,	default="""biencoder-nq-dev.json"""				,	help="""Path to raw DPR training data"""				,	)
      parser.add_argument(
          """--evaluation_set"""				,	type=_snake_case				,	help="""where to store parsed evaluation_set file"""				,	)
      parser.add_argument(
          """--gold_data_path"""				,	type=_snake_case				,	help="""where to store parsed gold_data_path file"""				,	)
      UpperCAmelCase          =	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:
            UpperCAmelCase          =	json.load(_snake_case							)
            for dpr_record in tqdm(_snake_case							):
                  UpperCAmelCase          =	dpr_record["""question"""]
                  UpperCAmelCase          =	[context["""title"""] for context in dpr_record["""positive_ctxs"""]]
                  eval_file.write(question + """\n"""							)
                  gold_file.write("""\t""".join(_snake_case							) + """\n"""							)


if __name__ == "__main__":
  main()











"""simple docstring"""







def _a			(		_snake_case = 6008_5147_5143							):







      """simple docstring"""






      try:
            UpperCAmelCase          =	int(_snake_case							)
      except (TypeError, ValueError):
            raise TypeError("""Parameter n must be int or castable to int."""							)
      if n <= 0:
            raise ValueError("""Parameter n must be greater than or equal to one."""							)
      UpperCAmelCase          =	1
      UpperCAmelCase          =	2
      while i * i <= n:
            while n % i == 0:
                  UpperCAmelCase          =	i
                  n //= i
            i += 1
      if n > 1:
            UpperCAmelCase          =	n
      return int(_snake_case							)


if __name__ == "__main__":
  print(F"""{solution() = }""")



