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Doc issues #1480

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Aug 12, 2024
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1 change: 1 addition & 0 deletions CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -20,6 +20,7 @@ You may also find the [Upgrade Guide](https://rust-random.github.io/book/update.
- Fix portability of `rand::distributions::Slice` (#1469)
- Rename `rand::distributions` to `rand::distr` (#1470)
- The `serde1` feature has been renamed `serde` (#1477)
- Mark `WeightError`, `PoissonError`, `BinomialError` as `#[non_exhaustive]` (#1480).

## [0.9.0-alpha.1] - 2024-03-18
- Add the `Slice::num_choices` method to the Slice distribution (#1402)
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13 changes: 13 additions & 0 deletions rand_distr/src/binomial.rs
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,10 @@ use rand::Rng;
///
/// `f(k) = n!/(k! (n-k)!) p^k (1-p)^(n-k)` for `k >= 0`.
///
/// # Known issues
///
/// See documentation of [`Binomial::new`].
///
/// # Plot
///
/// The following plot of the binomial distribution illustrates the
Expand Down Expand Up @@ -54,6 +58,8 @@ pub struct Binomial {

/// Error type returned from [`Binomial::new`].
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
// Marked non_exhaustive to allow a new error code in the solution to #1378.
#[non_exhaustive]
pub enum Error {
/// `p < 0` or `nan`.
ProbabilityTooSmall,
Expand All @@ -76,6 +82,13 @@ impl std::error::Error for Error {}
impl Binomial {
/// Construct a new `Binomial` with the given shape parameters `n` (number
/// of trials) and `p` (probability of success).
///
/// # Known issues
///
/// Although this method should return an [`Error`] on invalid parameters,
/// some (extreme) parameter combinations are known to return a [`Binomial`]
/// object which panics when [sampled](Distribution::sample).
/// See [#1378](https://github.com/rust-random/rand/issues/1378).
pub fn new(n: u64, p: f64) -> Result<Binomial, Error> {
if !(p >= 0.0) {
return Err(Error::ProbabilityTooSmall);
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15 changes: 15 additions & 0 deletions rand_distr/src/poisson.rs
Original file line number Diff line number Diff line change
Expand Up @@ -23,6 +23,10 @@ use rand::Rng;
/// This distribution has density function:
/// `f(k) = λ^k * exp(-λ) / k!` for `k >= 0`.
///
/// # Known issues
///
/// See documentation of [`Poisson::new`].
///
/// # Plot
///
/// The following plot shows the Poisson distribution with various values of `λ`.
Expand Down Expand Up @@ -56,6 +60,8 @@ where

/// Error type returned from [`Poisson::new`].
#[derive(Clone, Copy, Debug, PartialEq, Eq)]
// Marked non_exhaustive to allow a new error code in the solution to #1312.
#[non_exhaustive]
pub enum Error {
/// `lambda <= 0`
ShapeTooSmall,
Expand All @@ -82,6 +88,15 @@ where
{
/// Construct a new `Poisson` with the given shape parameter
/// `lambda`.
///
/// # Known issues
///
/// Although this method should return an [`Error`] on invalid parameters,
/// some (extreme) values of `lambda` are known to return a [`Poisson`]
/// object which hangs when [sampled](Distribution::sample).
/// Large (less extreme) values of `lambda` may result in successful
/// sampling but with reduced precision.
/// See [#1312](https://github.com/rust-random/rand/issues/1312).
pub fn new(lambda: F) -> Result<Poisson<F>, Error> {
if !lambda.is_finite() {
return Err(Error::NonFinite);
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2 changes: 2 additions & 0 deletions src/distr/weighted_index.rs
Original file line number Diff line number Diff line change
Expand Up @@ -704,6 +704,8 @@ mod test {

/// Errors returned by [`WeightedIndex::new`], [`WeightedIndex::update_weights`] and other weighted distributions
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
// Marked non_exhaustive to allow a new error code in the solution to #1476.
#[non_exhaustive]
pub enum WeightError {
/// The input weight sequence is empty, too long, or wrongly ordered
InvalidInput,
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6 changes: 6 additions & 0 deletions src/seq/slice.rs
Original file line number Diff line number Diff line change
Expand Up @@ -189,6 +189,12 @@ pub trait IndexedRandom: Index<usize> {
/// if the "nightly" feature is enabled, or `O(length)` space and
/// `O(length + amount * log length)` time otherwise.
///
/// # Known issues
///
/// The algorithm currently used to implement this method loses accuracy
/// when small values are used for weights.
/// See [#1476](https://github.com/rust-random/rand/issues/1476).
///
/// # Example
///
/// ```
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