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use num_rational::Ratio;
use std::error::Error;
use std::fmt::{Display, Formatter};
use std::ops::Mul;
/// A probability is a [rational number (ℚ)](https://en.wikipedia.org/wiki/Rational_number)
/// in the range of 0 and 1 (both inclusive).
///
/// In other words: if you got a variable `p` from type `Probability`
/// you can be sure about the following: `0 <= p && p <= 1`.
#[derive(Copy, Clone, Eq, PartialEq, Ord, PartialOrd, Hash, Debug)]
#[cfg_attr(feature = "serde", derive(serde::Serialize, serde::Deserialize))]
pub struct Probability {
ratio: Ratio<u64>,
}
impl Display for Probability {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
write!(f, "{}", self.ratio)
}
}
impl Default for Probability {
fn default() -> Self {
PROBABILITY_ZERO
}
}
impl Mul<Probability> for Probability {
type Output = Probability;
fn mul(self, rhs: Probability) -> Self::Output {
// Multiplication between two probabilities is always safe to be in bounds!
Self {
ratio: self.ratio * rhs.ratio,
}
}
}
impl From<Ratio<u64>> for Probability {
/// Creates a new `Probability` from the given ratio.
///
/// # Panics
///
/// - if ratio > 1 ⇒ value out of bounds!
fn from(ratio: Ratio<u64>) -> Self {
assert!(
ratio <= Ratio::from(1),
"ratio is not in the bounds of 0 and 1"
);
Self { ratio }
}
}
impl Probability {
/// Creates a new `Probability`.
///
/// For a safer method (panic-free), please consider using: [`Probability::try_new`].
///
/// # Panics
///
/// - if numerator > denominator ⇒ ratio > 1 ⇒ value out of bounds!
/// - if denominator == 0 ⇒ impossible value!
///
/// # Example
///
/// ```
/// use num_rational::Ratio;
/// use stochasta::Probability;
///
/// let p = Probability::new(1, 3);
/// assert_eq!(p.ratio(), &Ratio::new(1, 3));
/// ```
#[must_use]
pub fn new(numerator: u64, denominator: u64) -> Self {
Self::from(Ratio::new(numerator, denominator))
}
/// Tries to create a new `Probability` from the given ratio.
///
/// # Errors
///
/// - ratio > 1 => value out of bounds!
///
/// ```
/// use num_rational::Ratio;
/// use stochasta::{Probability, ProbabilityRatioError};
///
/// assert!(Probability::try_new(1, 2).is_ok());
/// assert_eq!(Probability::try_new(1, 0), Err(ProbabilityRatioError::DenominatorZero));
/// assert_eq!(Probability::try_new(2, 1), Err(ProbabilityRatioError::RatioGreaterOne));
/// ```
pub fn try_new(numerator: u64, denominator: u64) -> Result<Self, ProbabilityRatioError> {
if denominator == 0 {
Err(ProbabilityRatioError::DenominatorZero)
} else if numerator > denominator {
Err(ProbabilityRatioError::RatioGreaterOne)
} else {
Ok(Self {
ratio: Ratio::new(numerator, denominator),
})
}
}
/// Returns the inner ratio
#[must_use]
pub fn ratio(&self) -> &Ratio<u64> {
&self.ratio
}
/// Returns the complementary probability: `1 - self`.
///
/// # Example
///
/// ```
/// use stochasta::Probability;
///
/// let one_third = Probability::new(1, 3);
/// let two_third = one_third.complementary();
/// assert_eq!(two_third, Probability::new(2, 3));
/// ```
#[must_use]
pub fn complementary(&self) -> Self {
Self {
ratio: RATIO_ONE - self.ratio,
}
}
}
/// A probability of 0%.
///
/// An event with the same probability **must never occur**.
pub const PROBABILITY_ZERO: Probability = Probability { ratio: RATIO_ZERO };
const RATIO_ZERO: Ratio<u64> = Ratio::new_raw(0, 1);
/// A probability of 100%.
///
/// An event with the same probability **must occur.**
pub const PROBABILITY_ONE: Probability = Probability { ratio: RATIO_ONE };
const RATIO_ONE: Ratio<u64> = Ratio::new_raw(1, 1);
/// Errors that may happen when trying to create a probability.
#[derive(Copy, Clone, Eq, PartialEq, Ord, PartialOrd, Hash, Debug)]
#[cfg_attr(feature = "serde", derive(serde::Serialize, serde::Deserialize))]
pub enum ProbabilityRatioError {
/// The denominator must not be 0. That's a basic math rule!
DenominatorZero,
/// The ratio of `Probability` cannot be lower than 0.
RatioLowerZero,
/// The ratio of `Probability` cannot be higher than 1.
RatioGreaterOne,
}
impl Display for ProbabilityRatioError {
fn fmt(&self, f: &mut Formatter<'_>) -> std::fmt::Result {
write!(
f,
"{}",
match self {
ProbabilityRatioError::DenominatorZero => "The denominator must not be 0.",
ProbabilityRatioError::RatioLowerZero =>
"The ratio of `Probability` cannot be lower than 0.",
ProbabilityRatioError::RatioGreaterOne =>
"The ratio of `Probability` cannot be higher than 1.",
}
)
}
}
impl Error for ProbabilityRatioError {
fn source(&self) -> Option<&(dyn Error + 'static)> {
None
}
fn description(&self) -> &str {
"description() is deprecated; use Display"
}
fn cause(&self) -> Option<&dyn Error> {
self.source()
}
}
#[cfg(test)]
mod tests {
use super::*;
use num_rational::Ratio;
#[test]
fn constants() {
assert_eq!(PROBABILITY_ZERO.ratio(), &Ratio::new(0, 1));
assert_eq!(PROBABILITY_ONE.ratio(), &Ratio::new(1, 1));
}
#[test]
fn new_standard() {
assert_eq!(Probability::new(0, 2).ratio(), &Ratio::new(0, 1));
assert_eq!(Probability::new(1, 2).ratio(), &Ratio::new(1, 2));
assert_eq!(Probability::new(2, 2).ratio(), &Ratio::new(1, 1));
}
#[test]
#[should_panic]
fn new_out_of_bounds() {
let _ = Probability::new(2, 1);
}
#[test]
#[should_panic]
fn new_zero_denominator() {
let _ = Probability::new(1, 0);
}
#[test]
fn from_ratio_standard() {
assert_eq!(
Probability::from(Ratio::new(0, 7)).ratio(),
&Ratio::new(0, 1)
);
assert_eq!(
Probability::from(Ratio::new(4, 9)).ratio(),
&Ratio::new(4, 9)
);
assert_eq!(
Probability::from(Ratio::new(9, 9)).ratio(),
&Ratio::new(1, 1)
);
}
#[test]
#[should_panic]
fn from_ratio_out_of_bounds() {
let _ = Probability::from(Ratio::new(2, 1));
}
#[test]
#[should_panic]
fn from_ratio_zero_denominator() {
let _ = Probability::from(Ratio::new(1, 0));
}
#[test]
fn derive_copy() {
let x = Probability::new(1, 3);
let y = x;
assert_eq!(x, y);
}
#[test]
fn derive_ord() {
let one_over_three = Probability::new(1, 3);
let four_over_seven = Probability::new(4, 7);
let eight_over_nine = Probability::new(8, 9);
assert!(one_over_three < four_over_seven);
assert!(four_over_seven < eight_over_nine);
assert!(one_over_three < eight_over_nine);
}
#[test]
fn derive_eq() {
let one_over_four = Probability::new(1, 4);
let two_over_eight = Probability::new(2, 8);
assert_eq!(one_over_four, two_over_eight);
assert_ne!(one_over_four, PROBABILITY_ZERO);
assert_ne!(one_over_four, PROBABILITY_ONE);
}
}