"""simple docstring"""







from __future__ import annotations

from math import pi, pow



def       A__    (	lowercase_     :	int | float						)  ->							float:
   if side_length < 0:
      raise ValueError('vol_cube() only accepts non-negative values'						)
   return pow(lowercase_      , 3						)



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or radius < 0:
      raise ValueError('vol_spherical_cap() only accepts non-negative values'						)
   # Volume is 1/3 pi * height squared * (3 * radius - height)
   return 1 / 3 * pi * pow(lowercase_      , 2						) * (3 * radius - height)



def       A__    (	lowercase_     :	float      , lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if radius_a < 0 or radius_a < 0 or centers_distance < 0:
      raise ValueError('vol_spheres_intersect() only accepts non-negative values'						)
   if centers_distance == 0:
      return vol_sphere(min(lowercase_      , lowercase_						)						)

   __lowerCamelCase    		=					(
       (radius_a - radius_a + centers_distance)
       * (radius_a + radius_a - centers_distance)
       / (2 * centers_distance)
   )
   __lowerCamelCase    		=					(
       (radius_a - radius_a + centers_distance)
       * (radius_a + radius_a - centers_distance)
       / (2 * centers_distance)
   )

   return vol_spherical_cap(lowercase_      , lowercase_						) + vol_spherical_cap(lowercase_      , lowercase_						)



def       A__    (	lowercase_     :	float      , lowercase_     :	float      , lowercase_     :	float						)  ->							float:

   if radius_a <= 0 or radius_a <= 0 or centers_distance < 0:
      raise ValueError(
          'vol_spheres_union() only accepts non-negative values, non-zero radius'						)

   if centers_distance == 0:
      return vol_sphere(max(lowercase_      , lowercase_						)						)

   return (
       vol_sphere(lowercase_						)
       + vol_sphere(lowercase_						)
       - vol_spheres_intersect(lowercase_      , lowercase_      , lowercase_						)
   )



def       A__    (	lowercase_     :	float      , lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if width < 0 or height < 0 or length < 0:
      raise ValueError('vol_cuboid() only accepts non-negative values'						)
   return float(width * height * length						)



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or area_of_base < 0:
      raise ValueError('vol_cone() only accepts non-negative values'						)
   return area_of_base * height / 3.0



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or radius < 0:
      raise ValueError('vol_right_circ_cone() only accepts non-negative values'						)
   return pi * pow(lowercase_      , 2						) * height / 3.0



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or area_of_base < 0:
      raise ValueError('vol_prism() only accepts non-negative values'						)
   return float(area_of_base * height						)



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or area_of_base < 0:
      raise ValueError('vol_pyramid() only accepts non-negative values'						)
   return area_of_base * height / 3.0



def       A__    (	lowercase_     :	float						)  ->							float:
   if radius < 0:
      raise ValueError('vol_sphere() only accepts non-negative values'						)
   # Volume is 4/3 * pi * radius cubed
   return 4 / 3 * pi * pow(lowercase_      , 3						)



def       A__    (	lowercase_     :	float						)  ->							float:
   if radius < 0:
      raise ValueError('vol_hemisphere() only accepts non-negative values'						)
   # Volume is radius cubed * pi * 2/3
   return pow(lowercase_      , 3						) * pi * 2 / 3



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if height < 0 or radius < 0:
      raise ValueError('vol_circular_cylinder() only accepts non-negative values'						)
   # Volume is radius squared * height * pi
   return pow(lowercase_      , 2						) * height * pi



def       A__    (	lowercase_     :	float      , lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   # Volume - (outer_radius squared - inner_radius squared) * pi * height
   if inner_radius < 0 or outer_radius < 0 or height < 0:
      raise ValueError(
          'vol_hollow_circular_cylinder() only accepts non-negative values'						)
   if outer_radius <= inner_radius:
      raise ValueError('outer_radius must be greater than inner_radius'						)
   return pi * (pow(lowercase_      , 2						) - pow(lowercase_      , 2						)) * height



def       A__    (	lowercase_     :	float      , lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   # Volume is 1/3 * pi * height *
   #           (radius_1 squared + radius_2 squared + radius_1 * radius_2)
   if radius_a < 0 or radius_a < 0 or height < 0:
      raise ValueError('vol_conical_frustum() only accepts non-negative values'						)
   return (
       1
       / 3
       * pi
       * height
       * (pow(lowercase_      , 2						) + pow(lowercase_      , 2						) + radius_a * radius_a)
   )



def       A__    (	lowercase_     :	float      , lowercase_     :	float						)  ->							float:
   if torus_radius < 0 or tube_radius < 0:
      raise ValueError('vol_torus() only accepts non-negative values'						)
   return 2 * pow(lowercase_      , 2						) * torus_radius * pow(lowercase_      , 2						)



def       A__    (	)  ->							Optional[Any]:
   print('Volumes:'						)
   print(F'''Cube: {vol_cube(2						) = }'''						)  # = 8
   print(F'''Cuboid: {vol_cuboid(2      , 2      , 2						) = }'''						)  # = 8
   print(F'''Cone: {vol_cone(2      , 2						) = }'''						)  # ~= 1.33
   print(F'''Right Circular Cone: {vol_right_circ_cone(2      , 2						) = }'''						)  # ~= 8.38
   print(F'''Prism: {vol_prism(2      , 2						) = }'''						)  # = 4
   print(F'''Pyramid: {vol_pyramid(2      , 2						) = }'''						)  # ~= 1.33
   print(F'''Sphere: {vol_sphere(2						) = }'''						)  # ~= 33.5
   print(F'''Hemisphere: {vol_hemisphere(2						) = }'''						)  # ~= 16.75
   print(F'''Circular Cylinder: {vol_circular_cylinder(2      , 2						) = }'''						)  # ~= 25.1
   print(F'''Torus: {vol_torus(2      , 2						) = }'''						)  # ~= 157.9
   print(F'''Conical Frustum: {vol_conical_frustum(2      , 2      , 4						) = }'''						)  # ~= 58.6
   print(F'''Spherical cap: {vol_spherical_cap(1      , 2						) = }'''						)  # ~= 5.24
   print(F'''Spheres intersetion: {vol_spheres_intersect(2      , 2      , 1						) = }'''						)  # ~= 21.21
   print(F'''Spheres union: {vol_spheres_union(2      , 2      , 1						) = }'''						)  # ~= 45.81
   print(
       F'''Hollow Circular Cylinder: {vol_hollow_circular_cylinder(1      , 2      , 3						) = }'''						)  # ~= 28.3


if __name__ == "__main__":
     main()









from typing import Optional

from ..utils.logging import get_logger
from .audio_classificiation import AudioClassification
from .automatic_speech_recognition import AutomaticSpeechRecognition
from .base import TaskTemplate
from .image_classification import ImageClassification
from .language_modeling import LanguageModeling
from .question_answering import QuestionAnsweringExtractive
from .summarization import Summarization
from .text_classification import TextClassification


UpperCamelCase__	:   int								=     [
    "AutomaticSpeechRecognition",
    "AudioClassification",
    "ImageClassification",
    "LanguageModeling",
    "QuestionAnsweringExtractive",
    "Summarization",
    "TaskTemplate",
    "TextClassification",
]

UpperCamelCase__	:   Any								=     get_logger(__name__)


UpperCamelCase__	:   Union[str, Any]								=     {
    AutomaticSpeechRecognition.task: AutomaticSpeechRecognition,
    AudioClassification.task: AudioClassification,
    ImageClassification.task: ImageClassification,
    LanguageModeling.task: LanguageModeling,
    QuestionAnsweringExtractive.task: QuestionAnsweringExtractive,
    Summarization.task: Summarization,
    TextClassification.task: TextClassification,
}


def        _UpperCAmelCase							(	_SCREAMING_SNAKE_CASE       :		dict							):





    """simple docstring"""


    SCREAMING_SNAKE_CASE_						=    task_template_dict.get('task'							)
    if task_name is None:
        logger.warning(f"""Couldn't find template for task '{task_name}'. Available templates: {list(_SCREAMING_SNAKE_CASE							)}"""							)
        return None
    SCREAMING_SNAKE_CASE_						=    NAMEaTEMPLATE.get(_SCREAMING_SNAKE_CASE							)
    return template.from_dict(_SCREAMING_SNAKE_CASE							)


