

'''simple docstring'''

from __future__ import annotations

from decimal import Decimal
from math import *  # noqa: F403

from sympy import diff




def 				UpperCamelCase(					UpperCAmelCase_  ,	UpperCAmelCase_  ,	UpperCAmelCase_ = 10**-10     ):
 UpperCAmelCase	:     List[Any]						 =			a
 while True:
  UpperCAmelCase	:     Optional[Any]						 =			Decimal(UpperCAmelCase_     ) - (
      Decimal(eval(UpperCAmelCase_     )     ) / Decimal(eval(str(diff(UpperCAmelCase_     )     )     )     )  # noqa: S307
  )
  # This number dictates the accuracy of the answer
  if abs(eval(UpperCAmelCase_     )     ) < precision:  # noqa: S307
   return float(UpperCAmelCase_     )


# Let's Execute
if __name__ == "__main__":
 # Find root of trigonometric function
 # Find value of pi
 print(f'''The root of sin(x) = 0 is {newton_raphson('sin(x)', 2)}''')
 # Find root of polynomial
 print(f'''The root of x**2 - 5*x + 2 = 0 is {newton_raphson('x**2 - 5*x + 2', 0.4)}''')
 # Find Square Root of 5
 print(f'''The root of log(x) - 1 = 0 is {newton_raphson('log(x) - 1', 2)}''')
 # Exponential Roots
 print(f'''The root of exp(x) - 1 = 0 is {newton_raphson('exp(x) - 1', 0)}''')







'''simple docstring'''

import argparse
import json

from tqdm import tqdm




def 				UpperCamelCase(					):
 UpperCAmelCase	:     List[Any]						 =			argparse.ArgumentParser()

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


if __name__ == "__main__":
 main()




