Struct rand::rngs::SmallRng

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pub struct SmallRng(/* private fields */);
Expand description

A small-state, fast, non-crypto, non-portable PRNG

This is the “standard small” RNG, a generator with the following properties:

  • Non-portable: any future library version may replace the algorithm and results may be platform-dependent. (For a small portable generator, use the rand_pcg or rand_xoshiro crate.)
  • Non-cryptographic: output is easy to predict (insecure)
  • Quality: statistically good quality
  • Fast: the RNG is fast for both bulk generation and single values, with consistent cost of method calls
  • Fast initialization
  • Small state: little memory usage (current state size is 16-32 bytes depending on platform)

The current algorithm is Xoshiro256PlusPlus on 64-bit platforms and Xoshiro128PlusPlus on 32-bit platforms. Both are also implemented by the rand_xoshiro crate.

§Seeding (construction)

This generator implements the SeedableRng trait. All methods are suitable for seeding, but note that, even with a fixed seed, output is not portable. Some suggestions:

  1. Seed from an integer via seed_from_u64. This uses a hash function internally to yield a (typically) good seed from any input.
    let rng = SmallRng::seed_from_u64(1);
  2. With a fresh seed, direct from the OS (implies a syscall):
    let rng = SmallRng::from_os_rng();
  3. Via SmallRng::from_thread_rng:
    let rng = SmallRng::from_thread_rng();

See also Seeding RNGs in the book.

§Generation

The generators implements RngCore and thus also Rng. See also the Random Values chapter in the book.

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impl SmallRng

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pub fn from_thread_rng() -> Self

Construct an instance seeded from the thread-local RNG

§Panics

This method panics only if thread_rng fails to initialize.

Trait Implementations§

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impl Clone for SmallRng

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fn clone(&self) -> SmallRng

Returns a copy of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for SmallRng

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more
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impl PartialEq for SmallRng

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fn eq(&self, other: &SmallRng) -> bool

This method tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

This method tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl RngCore for SmallRng

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fn next_u32(&mut self) -> u32

Return the next random u32. Read more
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fn next_u64(&mut self) -> u64

Return the next random u64. Read more
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fn fill_bytes(&mut self, dest: &mut [u8])

Fill dest with random data. Read more
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impl SeedableRng for SmallRng

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type Seed = [u8; 32]

Seed type, which is restricted to types mutably-dereferenceable as u8 arrays (we recommend [u8; N] for some N). Read more
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fn from_seed(seed: Self::Seed) -> Self

Create a new PRNG using the given seed. Read more
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fn seed_from_u64(state: u64) -> Self

Create a new PRNG using a u64 seed. Read more
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fn from_rng(rng: impl RngCore) -> Self

Create a new PRNG seeded from an infallible Rng. Read more
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fn try_from_rng<R>(rng: R) -> Result<Self, <R as TryRngCore>::Error>
where R: TryRngCore,

Create a new PRNG seeded from a potentially fallible Rng. Read more
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fn from_os_rng() -> Self

Creates a new instance of the RNG seeded via getrandom. Read more
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fn try_from_os_rng() -> Result<Self, Error>

Creates a new instance of the RNG seeded via getrandom without unwrapping potential getrandom errors. Read more
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impl TryRngCore for SmallRng

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type Error = Infallible

The type returned in the event of a RNG error.
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fn try_next_u32(&mut self) -> Result<u32, Self::Error>

Return the next random u32.
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fn try_next_u64(&mut self) -> Result<u64, Self::Error>

Return the next random u64.
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fn try_fill_bytes(&mut self, dst: &mut [u8]) -> Result<(), Self::Error>

Fill dest entirely with random data.
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fn unwrap_err(self) -> UnwrapErr<Self>
where Self: Sized,

Wrap RNG with the UnwrapErr wrapper.
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fn read_adapter(&mut self) -> RngReadAdapter<'_, Self>
where Self: Sized,

Convert an RngCore to a RngReadAdapter.
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impl Eq for SmallRng

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impl StructuralPartialEq for SmallRng

Auto Trait Implementations§

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<T> CloneToUninit for T
where T: Clone,

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default unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dst. Read more
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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<R> Rng for R
where R: RngCore + ?Sized,

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fn random<T>(&mut self) -> T

Return a random value via the Standard distribution. Read more
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fn gen_range<T, R>(&mut self, range: R) -> T
where T: SampleUniform, R: SampleRange<T>,

Generate a random value in the given range. Read more
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fn gen_iter<T>(self) -> DistIter<Standard, Self, T>
where Self: Sized, Standard: Distribution<T>,

Generate values via an iterator Read more
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fn sample<T, D: Distribution<T>>(&mut self, distr: D) -> T

Sample a new value, using the given distribution. Read more
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fn sample_iter<T, D>(self, distr: D) -> DistIter<D, Self, T>
where D: Distribution<T>, Self: Sized,

Create an iterator that generates values using the given distribution. Read more
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fn fill<T: Fill + ?Sized>(&mut self, dest: &mut T)

Fill any type implementing Fill with random data Read more
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fn gen_bool(&mut self, p: f64) -> bool

Return a bool with a probability p of being true. Read more
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fn gen_ratio(&mut self, numerator: u32, denominator: u32) -> bool

Return a bool with a probability of numerator/denominator of being true. I.e. gen_ratio(2, 3) has chance of 2 in 3, or about 67%, of returning true. If numerator == denominator, then the returned value is guaranteed to be true. If numerator == 0, then the returned value is guaranteed to be false. Read more
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fn gen<T>(&mut self) -> T

👎Deprecated since 0.9.0: Renamed to random to avoid conflict with the new gen keyword in Rust 2024.
Alias for Rng::random.
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impl<T> ToOwned for T
where T: Clone,

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type Owned = T

The resulting type after obtaining ownership.
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fn to_owned(&self) -> T

Creates owned data from borrowed data, usually by cloning. Read more
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fn clone_into(&self, target: &mut T)

Uses borrowed data to replace owned data, usually by cloning. Read more
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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = Infallible

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<V, T> VZip<V> for T
where V: MultiLane<T>,

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fn vzip(self) -> V