


from math import pi, sqrt, tan


def     lowercase	(    a ):



		'''simple docstring'''




		if side_length < 0:
				raise ValueError("surface_area_cube() only accepts non-negative values" )
		return 6 * side_length**2


def     lowercase	(    a     , a     , a ):



		'''simple docstring'''




		if length < 0 or breadth < 0 or height < 0:
				raise ValueError("surface_area_cuboid() only accepts non-negative values" )
		return 2 * ((length * breadth) + (breadth * height) + (length * height))


def     lowercase	(    a ):



		'''simple docstring'''




		if radius < 0:
				raise ValueError("surface_area_sphere() only accepts non-negative values" )
		return 4 * pi * radius**2


def     lowercase	(    a ):



		'''simple docstring'''




		if radius < 0:
				raise ValueError("surface_area_hemisphere() only accepts non-negative values" )
		return 3 * pi * radius**2


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if radius < 0 or height < 0:
				raise ValueError("surface_area_cone() only accepts non-negative values" )
		return pi * radius * (radius + (height**2 + radius**2) ** 0.5)


def     lowercase	(    a     , a     , a ):



		'''simple docstring'''




		if radius_a < 0 or radius_a < 0 or height < 0:
				raise ValueError(
				    "surface_area_conical_frustum() only accepts non-negative values" )
		SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						(height**2 + (radius_a - radius_a) ** 2) ** 0.5
		return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if radius < 0 or height < 0:
				raise ValueError("surface_area_cylinder() only accepts non-negative values" )
		return 2 * pi * radius * (height + radius)


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if torus_radius < 0 or tube_radius < 0:
				raise ValueError("surface_area_torus() only accepts non-negative values" )
		if torus_radius < tube_radius:
				raise ValueError(
				    "surface_area_torus() does not support spindle or self intersecting tori" )
		return 4 * pow(a     , 2 ) * torus_radius * tube_radius


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if length < 0 or width < 0:
				raise ValueError("area_rectangle() only accepts non-negative values" )
		return length * width


def     lowercase	(    a ):



		'''simple docstring'''




		if side_length < 0:
				raise ValueError("area_square() only accepts non-negative values" )
		return side_length**2


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if base < 0 or height < 0:
				raise ValueError("area_triangle() only accepts non-negative values" )
		return (base * height) / 2


def     lowercase	(    a     , a     , a ):



		'''simple docstring'''




		if sidea < 0 or sidea < 0 or sidea < 0:
				raise ValueError("area_triangle_three_sides() only accepts non-negative values" )
		elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
				raise ValueError("Given three sides do not form a triangle" )
		SCREAMING_SNAKE_CASE_				:Tuple				     =						(sidea + sidea + sidea) / 2
		SCREAMING_SNAKE_CASE_				:List[Any]				     =						sqrt(
		    semi_perimeter
		    * (semi_perimeter - sidea)
		    * (semi_perimeter - sidea)
		    * (semi_perimeter - sidea) )
		return area


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if base < 0 or height < 0:
				raise ValueError("area_parallelogram() only accepts non-negative values" )
		return base * height


def     lowercase	(    a     , a     , a ):



		'''simple docstring'''




		if basea < 0 or basea < 0 or height < 0:
				raise ValueError("area_trapezium() only accepts non-negative values" )
		return 1 / 2 * (basea + basea) * height


def     lowercase	(    a ):



		'''simple docstring'''




		if radius < 0:
				raise ValueError("area_circle() only accepts non-negative values" )
		return pi * radius**2


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if radius_x < 0 or radius_y < 0:
				raise ValueError("area_ellipse() only accepts non-negative values" )
		return pi * radius_x * radius_y


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if diagonal_a < 0 or diagonal_a < 0:
				raise ValueError("area_rhombus() only accepts non-negative values" )
		return 1 / 2 * diagonal_a * diagonal_a


def     lowercase	(    a     , a ):



		'''simple docstring'''




		if not isinstance(a     , a ) or sides < 3:
				raise ValueError(
				    "area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides" )
		elif length < 0:
				raise ValueError(
				    "area_reg_polygon() only accepts non-negative values as \
length of a side" )
		return (sides * length**2) / (4 * tan(pi / sides ))
		return (sides * length**2) / (4 * tan(pi / sides ))


if __name__ == "__main__":
		import doctest

		doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

		print("[DEMO] Areas of various geometric shapes: \n")
		print(F'''Rectangle: {area_rectangle(10, 20) = }''')
		print(F'''Square: {area_square(10) = }''')
		print(F'''Triangle: {area_triangle(10, 10) = }''')
		print(F'''Triangle: {area_triangle_three_sides(5, 12, 13) = }''')
		print(F'''Parallelogram: {area_parallelogram(10, 20) = }''')
		print(F'''Rhombus: {area_rhombus(10, 20) = }''')
		print(F'''Trapezium: {area_trapezium(10, 20, 30) = }''')
		print(F'''Circle: {area_circle(20) = }''')
		print(F'''Ellipse: {area_ellipse(10, 20) = }''')
		print("\nSurface Areas of various geometric shapes: \n")
		print(F'''Cube: {surface_area_cube(20) = }''')
		print(F'''Cuboid: {surface_area_cuboid(10, 20, 30) = }''')
		print(F'''Sphere: {surface_area_sphere(20) = }''')
		print(F'''Hemisphere: {surface_area_hemisphere(20) = }''')
		print(F'''Cone: {surface_area_cone(10, 20) = }''')
		print(F'''Conical Frustum: {surface_area_conical_frustum(10, 20, 30) = }''')
		print(F'''Cylinder: {surface_area_cylinder(10, 20) = }''')
		print(F'''Torus: {surface_area_torus(20, 10) = }''')
		print(F'''Equilateral Triangle: {area_reg_polygon(3, 10) = }''')
		print(F'''Square: {area_reg_polygon(4, 10) = }''')
		print(F'''Reqular Pentagon: {area_reg_polygon(5, 10) = }''')










from collections import Counter
from pathlib import Path
from typing import Optional, Tuple

import yaml



class 						_UpperCAmelCase      (     yaml.SafeLoader							):






		def _snake_case		(						self				:     Dict   ,  UpperCAmelCase				:     Union[str, Any]):
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						[self.constructed_objects[key_node] for key_node, _ in node.value]
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						[tuple(UpperCAmelCase) if isinstance(UpperCAmelCase   ,  UpperCAmelCase) else key for key in keys]
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						Counter(UpperCAmelCase)
				SCREAMING_SNAKE_CASE_				:str				     =						[key for key in counter if counter[key] > 1]
				if duplicate_keys:
						raise TypeError(F"Got duplicate yaml keys: {duplicate_keys}")







		def _snake_case		(						self				:     int   ,  UpperCAmelCase				:     Union[str, Any]   ,  UpperCAmelCase				:     Union[str, Any]=False):
				SCREAMING_SNAKE_CASE_				:Optional[int]				     =						super().construct_mapping(UpperCAmelCase   ,  deep=UpperCAmelCase)
				self._check_no_duplicates_on_constructed_node(UpperCAmelCase)
				return mapping




def     lowercase	(    a ):



		'''simple docstring'''




		SCREAMING_SNAKE_CASE_				:Any				     =						list(readme_content.splitlines() )
		if full_content and full_content[0] == "---" and "---" in full_content[1:]:
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						full_content[1:].index("---" ) + 1
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						"\n".join(full_content[1:sep_idx] )
				return yamlblock, "\n".join(full_content[sep_idx + 1 :] )

		return None, "\n".join(a )



class 						_UpperCAmelCase      (     lowercase							):
		# class attributes
		lowerCamelCase_	:			List[Any]       			=  {"""train_eval_index"""}  # train-eval-index in the YAML metadata






		@classmethod
		def _snake_case		(						cls				:     Optional[int]   ,  UpperCAmelCase				:     Path):
				with open(UpperCAmelCase   ,  encoding="utf-8") as readme_file:
						SCREAMING_SNAKE_CASE_     ,				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						_split_yaml_from_readme(readme_file.read())
				if yaml_string is not None:
						return cls.from_yaml_string(UpperCAmelCase)
				else:
						return cls()






		def _snake_case		(						self				:     Dict   ,  UpperCAmelCase				:     Path):
				if path.exists():
						with open(UpperCAmelCase   ,  encoding="utf-8") as readme_file:
								SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						readme_file.read()
				else:
						SCREAMING_SNAKE_CASE_				:List[str]				     =						None
				SCREAMING_SNAKE_CASE_				:List[Any]				     =						self._to_readme(UpperCAmelCase)
				with open(UpperCAmelCase   ,  "w"   ,  encoding="utf-8") as readme_file:
						readme_file.write(UpperCAmelCase)






		def _snake_case		(						self				:     Union[str, Any]   ,  UpperCAmelCase				:     Optional[str] = None):
				if readme_content is not None:
						SCREAMING_SNAKE_CASE_     ,				SCREAMING_SNAKE_CASE_				:List[str]				     =						_split_yaml_from_readme(UpperCAmelCase)
						SCREAMING_SNAKE_CASE_				:int				     =						"---\n" + self.to_yaml_string() + "---\n" + content
				else:
						SCREAMING_SNAKE_CASE_				:Any				     =						"---\n" + self.to_yaml_string() + "---\n"
				return full_content






		@classmethod
		def _snake_case		(						cls				:     List[str]   ,  UpperCAmelCase				:     str):
				SCREAMING_SNAKE_CASE_				:Optional[Any]				     =						yaml.load(UpperCAmelCase   ,  Loader=_NoDuplicateSafeLoader) or {}

				# Convert the YAML keys to DatasetMetadata fields
				SCREAMING_SNAKE_CASE_				:Union[str, Any]				     =						{
				    (key.replace("-"   ,  "_") if key.replace("-"   ,  "_") in cls._FIELDS_WITH_DASHES else key): value
				    for key, value in metadata_dict.items()
				}
				return cls(**UpperCAmelCase)







		def _snake_case		(						self				:     str):
				return yaml.safe_dump(
				    {
				        (key.replace("_"   ,  "-") if key in self._FIELDS_WITH_DASHES else key): value
				        for key, value in self.items()
				    }   ,  sort_keys=UpperCAmelCase   ,  allow_unicode=UpperCAmelCase   ,  encoding="utf-8"   ,  ).decode("utf-8")




SCREAMING_SNAKE_CASE__     					=			{
    "image-classification": [],
    "translation": [],
    "image-segmentation": [],
    "fill-mask": [],
    "automatic-speech-recognition": [],
    "token-classification": [],
    "sentence-similarity": [],
    "audio-classification": [],
    "question-answering": [],
    "summarization": [],
    "zero-shot-classification": [],
    "table-to-text": [],
    "feature-extraction": [],
    "other": [],
    "multiple-choice": [],
    "text-classification": [],
    "text-to-image": [],
    "text2text-generation": [],
    "zero-shot-image-classification": [],
    "tabular-classification": [],
    "tabular-regression": [],
    "image-to-image": [],
    "tabular-to-text": [],
    "unconditional-image-generation": [],
    "text-retrieval": [],
    "text-to-speech": [],
    "object-detection": [],
    "audio-to-audio": [],
    "text-generation": [],
    "conversational": [],
    "table-question-answering": [],
    "visual-question-answering": [],
    "image-to-text": [],
    "reinforcement-learning": [],
    "voice-activity-detection": [],
    "time-series-forecasting": [],
    "document-question-answering": [],
}


if __name__ == "__main__":
		from argparse import ArgumentParser

		SCREAMING_SNAKE_CASE__     					=			ArgumentParser(usage="Validate the yaml metadata block of a README.md file.")
		ap.add_argument("readme_filepath")
		SCREAMING_SNAKE_CASE__     					=			ap.parse_args()

		SCREAMING_SNAKE_CASE__     					=			Path(args.readme_filepath)
		SCREAMING_SNAKE_CASE__     					=			DatasetMetadata.from_readme(readme_filepath)
		print(dataset_metadata)
		dataset_metadata.to_readme(readme_filepath)






