




import argparse
import json

from tqdm import tqdm




def 						SCREAMING_SNAKE_CASE__ (   )  ->       str:
   snake_case				:    str           =	argparse.ArgumentParser()

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


if __name__ == "__main__":
       main()











import pytest
import requests

from datasets.utils.file_utils import http_head

from .utils import OfflineSimulationMode, RequestWouldHangIndefinitelyError, offline




@pytest.mark.integration
def 						SCREAMING_SNAKE_CASE__ (   )  ->       List[Any]:
   with offline(OfflineSimulationMode.CONNECTION_TIMES_OUT					):
      with pytest.raises(lowercase					):
         requests.request("""GET"""						,"""https://huggingface.co"""					)
      with pytest.raises(requests.exceptions.ConnectTimeout					):
         requests.request("""GET"""						,"""https://huggingface.co"""						,timeout=1.0					)




@pytest.mark.integration
def 						SCREAMING_SNAKE_CASE__ (   )  ->       Any:
   with offline(OfflineSimulationMode.CONNECTION_FAILS					):
      with pytest.raises(requests.exceptions.ConnectionError					):
         requests.request("""GET"""						,"""https://huggingface.co"""					)




def 						SCREAMING_SNAKE_CASE__ (   )  ->       int:
   with offline(OfflineSimulationMode.HF_DATASETS_OFFLINE_SET_TO_1					):
      with pytest.raises(lowercase					):
         http_head("""https://huggingface.co"""					)





