


import argparse
import json

from tqdm import tqdm

def 						_UpperCAmelCase    (      ):
					__UpperCamelCase   							=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'      ,					)
					__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(__a    )
										for dpr_record in tqdm(__a    ):
															__UpperCamelCase   							=dpr_record['question']
															__UpperCamelCase   							=[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()









import sys

from .dependency_versions_table import deps
from .utils.versions import require_version, require_version_core


# define which module versions we always want to check at run time
# (usually the ones defined in `install_requires` in setup.py)
#
# order specific notes:
# - tqdm must be checked before tokenizers

_A			=						'python tqdm regex requests packaging filelock numpy tokenizers'.split()
if sys.version_info < (3, 7):
   pkgs_to_check_at_runtime.append('dataclasses')
if sys.version_info < (3, 8):
   pkgs_to_check_at_runtime.append('importlib_metadata')

for pkg in pkgs_to_check_at_runtime:
   if pkg in deps:
      if pkg == "tokenizers":
         # must be loaded here, or else tqdm check may fail
         from .utils import is_tokenizers_available

         if not is_tokenizers_available():
            continue  # not required, check version only if installed

      require_version_core(deps[pkg])
   else:
      raise ValueError(f"""can't find {pkg} in {deps.keys()}, check dependency_versions_table.py""")

def 						_UpperCAmelCase    (      SCREAMING_SNAKE_CASE__      : Union[str, Any]      ,					SCREAMING_SNAKE_CASE__      : Optional[int]=None    ):
     require_version(deps[pkg]      ,					SCREAMING_SNAKE_CASE__    )





