


"""simple docstring"""


from __future__ import annotations


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase       ,					_UpperCamelCase ):

			'''simple docstring'''




			if days_between_payments <= 0:
						raise ValueError("days_between_payments must be > 0" )
			if daily_interest_rate < 0:
						raise ValueError("daily_interest_rate must be >= 0" )
			if principal <= 0:
						raise ValueError("principal must be > 0" )
			return principal * daily_interest_rate * days_between_payments


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase       ,					_UpperCamelCase       ,					):

			'''simple docstring'''




			if number_of_compounding_periods <= 0:
						raise ValueError("number_of_compounding_periods must be > 0" )
			if nominal_annual_interest_rate_percentage < 0:
						raise ValueError("nominal_annual_interest_rate_percentage must be >= 0" )
			if principal <= 0:
						raise ValueError("principal must be > 0" )

			return principal * (
			    (1 + nominal_annual_interest_rate_percentage) ** number_of_compounding_periods
			    - 1
			)


def _lowerCamelCase      (						_UpperCamelCase       ,					_UpperCamelCase       ,					_UpperCamelCase       ,					):

			'''simple docstring'''




			if number_of_years <= 0:
						raise ValueError("number_of_years must be > 0" )
			if nominal_annual_percentage_rate < 0:
						raise ValueError("nominal_annual_percentage_rate must be >= 0" )
			if principal <= 0:
						raise ValueError("principal must be > 0" )

			return compound_interest(
			    _UpperCamelCase       ,					nominal_annual_percentage_rate / 365       ,					number_of_years * 365 )


if __name__ == "__main__":
	import doctest

	doctest.testmod()








"""simple docstring"""


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

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate
@dataclass(frozen=lowerCAmelCase__						)
class     _UpperCamelCase    (  lowerCAmelCase__						):
							'''simple docstring'''







							__UpperCAmelCase		:       str							 =field(default="""image-classification"""			,metadata={"""include_in_asdict_even_if_is_default""": True}						)
							__UpperCAmelCase		:       ClassVar[Features]							 =Features({"""image""": Image()}						)
							__UpperCAmelCase		:       ClassVar[Features]							 =Features({"""labels""": ClassLabel}						)
							__UpperCAmelCase		:       str							 ="image"
							__UpperCAmelCase		:       str							 ="labels"

							def      snake_case							(	self       ,  __a      ):
										if self.label_column not in features:
													raise ValueError(f"Column {self.label_column} is not present in features."      )
										if not isinstance(features[self.label_column]       ,  __a      ):
													raise ValueError(f"Column {self.label_column} is not a ClassLabel."      )
										__lowerCAmelCase							       =     copy.deepcopy(self      )
										__lowerCAmelCase							       =     self.label_schema.copy()
										__lowerCAmelCase							       =     features[self.label_column]
										__lowerCAmelCase							       =     label_schema
										return task_template



							@property
							def      snake_case							(	self      ):
										return {
										    self.image_column: "image",
										    self.label_column: "labels",
										}




