

'''simple docstring'''

import argparse
import json

from tqdm import tqdm




def 							_UpperCamelCase				(   )      -> Optional[int]:
							SCREAMING_SNAKE_CASE_				=				argparse.ArgumentParser()

							# Required parameters
							parser.add_argument(
							    '--src_path'		,type=lowerCAmelCase__		,default='biencoder-nq-dev.json'		,help='Path to raw DPR training data'		,)
							parser.add_argument(
							    '--evaluation_set'		,type=lowerCAmelCase__		,help='where to store parsed evaluation_set file'		,)
							parser.add_argument(
							    '--gold_data_path'		,type=lowerCAmelCase__		,help='where to store parsed gold_data_path file'		,)
							SCREAMING_SNAKE_CASE_				=				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:
														SCREAMING_SNAKE_CASE_				=				json.load(lowerCAmelCase__   )
														for dpr_record in tqdm(lowerCAmelCase__   ):
																					SCREAMING_SNAKE_CASE_				=				dpr_record['question']
																					SCREAMING_SNAKE_CASE_				=				[context['title'] for context in dpr_record['positive_ctxs']]
																					eval_file.write(question + '\n'   )
																					gold_file.write('\t'.join(lowerCAmelCase__   ) + '\n'   )


if __name__ == "__main__":
							main()








'''simple docstring'''

SCREAMING_SNAKE_CASE							:				Union[str, Any]     	=			0  # The first color of the flag.
SCREAMING_SNAKE_CASE							:				List[str]     	=			1  # The second color of the flag.
SCREAMING_SNAKE_CASE							:				Optional[Any]     	=			2  # The third color of the flag.
SCREAMING_SNAKE_CASE							:				Tuple     	=			(red, white, blue)




def 							_UpperCamelCase				(   lowerCAmelCase__:					list   )      -> list:
							if not sequence:
														return []
							if len(lowerCAmelCase__   ) == 1:
														return list(lowerCAmelCase__   )
							SCREAMING_SNAKE_CASE_				=				0
							SCREAMING_SNAKE_CASE_				=				len(lowerCAmelCase__   ) - 1
							SCREAMING_SNAKE_CASE_				=				0
							while mid <= high:
														if sequence[mid] == colors[0]:
																					SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				=				sequence[mid], sequence[low]
																					low += 1
																					mid += 1
														elif sequence[mid] == colors[1]:
																					mid += 1
														elif sequence[mid] == colors[2]:
																					SCREAMING_SNAKE_CASE_				,    SCREAMING_SNAKE_CASE_				=				sequence[high], sequence[mid]
																					high -= 1
														else:
																					SCREAMING_SNAKE_CASE_				=				F"""The elements inside the sequence must contains only {colors} values"""
																					raise ValueError(lowerCAmelCase__   )
							return sequence


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							SCREAMING_SNAKE_CASE							:				str     	=			input("Enter numbers separated by commas:\n").strip()
							SCREAMING_SNAKE_CASE							:				List[Any]     	=			[int(item.strip()) for item in user_input.split(",")]
							print(f"{dutch_national_flag_sort(unsorted)}")





