

from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Value
from .base import TaskTemplate


@dataclass(frozen=__snake_case					)
class 				SCREAMING_SNAKE_CASE__ (__snake_case					):
    # `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
    __lowerCamelCase						:	str														=					field(default="""summarization"""		,	metadata={"""include_in_asdict_even_if_is_default""": True}					)
    __lowerCamelCase						:	ClassVar[Features]														=					Features({"""text""": Value("""string"""					)}					)
    __lowerCamelCase						:	ClassVar[Features]														=					Features({"""summary""": Value("""string"""					)}					)
    __lowerCamelCase						:	str														=					"text"
    __lowerCamelCase						:	str														=					"summary"





    @property
    def 				snake_case_    (				self):
         return {self.text_column: "text", self.summary_column: "summary"}




from __future__ import annotations

from collections.abc import Callable

def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   Callable[[int | float], int | float]     ,					SCREAMING_SNAKE_CASE_		:   int | float     ,					SCREAMING_SNAKE_CASE_		:   int | float     ,					SCREAMING_SNAKE_CASE_		:   int = 100     ,					):



     '''simple docstring'''





     lowercase__   :       Tuple				=	x_start
     lowercase__   :       Tuple				=	fnc(SCREAMING_SNAKE_CASE_      )
     lowercase__   :       List[Any]				=	0.0
     for _ in range(SCREAMING_SNAKE_CASE_      ):
          # Approximates small segments of curve as linear and solve
          # for trapezoidal area
          lowercase__   :       Any				=	(x_end - x_start) / steps + xa
          lowercase__   :       Optional[Any]				=	fnc(SCREAMING_SNAKE_CASE_      )
          area += abs(fxa + fxa      ) * (xa - xa) / 2
          # Increment step
          lowercase__   :       Any				=	xa
          lowercase__   :       str				=	fxa
     return area


if __name__ == "__main__":

       def      snake_case__      (   SCREAMING_SNAKE_CASE_		:   Tuple      ):



            '''simple docstring'''





            return x**3 + x**2

       print('''f(x) = x^3 + x^2''')
       print('''The area between the curve, x = -5, x = 5 and the x axis is:''')
       snake_case_        =			10
       while i <= 100_000:
              print(F'''with {i} steps: {trapezoidal_area(f, -5, 5, i)}''')
              i *= 10

