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SmallRng

Struct SmallRng 

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pub struct SmallRng(/* private fields */);
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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. To automatically seed with a unique seed, use rand::make_rng():
    use rand::rngs::SmallRng;
    let mut rng: SmallRng = rand::make_rng();
  2. To use a deterministic integral seed, use 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);
  3. To seed deterministically from text or other input, use rand_seeder.

See also Seeding RNGs in the book.

§Generation

The generator implements Rng and thus also RngExt. See also the Random Values chapter in the book.

Trait Implementations§

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impl Clone for SmallRng

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fn clone(&self) -> SmallRng

Returns a duplicate of the value. Read more
1.0.0 (const: unstable) · Source§

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<(), Error>

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

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impl PartialEq for SmallRng

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

Tests for self and other values to be equal, and is used by ==.
1.0.0 (const: unstable) · Source§

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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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: <SmallRng as SeedableRng>::Seed) -> SmallRng

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

Create a new PRNG using a u64 seed. Read more
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fn from_rng<R>(rng: &mut R) -> Self
where R: Rng + ?Sized,

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

Create a new PRNG seeded from a potentially fallible Rng. Read more
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fn fork(&mut self) -> Self
where Self: Rng,

Fork this PRNG Read more
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fn try_fork(&mut self) -> Result<Self, Self::Error>
where Self: TryRng,

Fork this PRNG Read more
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impl StructuralPartialEq for SmallRng

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impl TryRng for SmallRng

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type Error = Infallible

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

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

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

Fill dst entirely with random data.

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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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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impl<T> Downcast for T
where T: Any,

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fn into_any(self: Box<T>) -> Box<dyn Any>

Converts Box<dyn Trait> (where Trait: Downcast) to Box<dyn Any>, which can then be downcast into Box<dyn ConcreteType> where ConcreteType implements Trait.
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fn into_any_rc(self: Rc<T>) -> Rc<dyn Any>

Converts Rc<Trait> (where Trait: Downcast) to Rc<Any>, which can then be further downcast into Rc<ConcreteType> where ConcreteType implements Trait.
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fn as_any(&self) -> &(dyn Any + 'static)

Converts &Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &Any’s vtable from &Trait’s.
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fn as_any_mut(&mut self) -> &mut (dyn Any + 'static)

Converts &mut Trait (where Trait: Downcast) to &Any. This is needed since Rust cannot generate &mut Any’s vtable from &mut Trait’s.
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impl<T> DowncastSend for T
where T: Any + Send,

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fn into_any_send(self: Box<T>) -> Box<dyn Any + Send>

Converts Box<Trait> (where Trait: DowncastSend) to Box<dyn Any + Send>, which can then be downcast into Box<ConcreteType> where ConcreteType implements Trait.
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impl<T> DowncastSync for T
where T: Any + Send + Sync,

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fn into_any_sync(self: Box<T>) -> Box<dyn Any + Sync + Send>

Converts Box<Trait> (where Trait: DowncastSync) to Box<dyn Any + Send + Sync>, which can then be downcast into Box<ConcreteType> where ConcreteType implements Trait.
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fn into_any_arc(self: Arc<T>) -> Arc<dyn Any + Sync + Send>

Converts Arc<Trait> (where Trait: DowncastSync) to Arc<Any>, which can then be downcast into Arc<ConcreteType> where ConcreteType implements Trait.
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impl<T> DynClone for T
where T: Clone,

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fn __clone_box(&self, _: Private) -> *mut ()

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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Checks if this value is equivalent to the given key. Read more
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impl<Q, K> Equivalent<K> for Q
where Q: Eq + ?Sized, K: Borrow<Q> + ?Sized,

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fn equivalent(&self, key: &K) -> bool

Compare self to key and return true if they are equal.
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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<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T> Random for T
where T: SeedableRng + Rng + Debug,

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fn generate_bool(&mut self, probability: f64) -> bool

Generates a bool with probability probability of being true. It should hold that probability ∈ [0, 1], this method will panic if this is not the case. Read more
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fn generate_usize_in_range(&mut self, range: Range<usize>) -> usize

Generates a random usize in the provided range with equal probability; this can be seen as sampling from a uniform distribution in the range [range.start, range.end) Read more
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fn generate_i32_in_range(&mut self, lb: i32, ub: i32) -> i32

Generates a random i32 in the provided range with equal probability; this can be seen as sampling from a uniform distribution in the range [lb, ub]
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fn generate_f64(&mut self) -> f64

Generate a random float in the range 0..1.
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fn get_weighted_choice(&mut self, weights: &[f64]) -> Option<usize>

Given a slice of weights, select the index with weight weighted probability compared to the other weights.
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impl<R> Rng for R
where R: TryRng<Error = Infallible> + ?Sized,

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fn next_u32(&mut self) -> u32

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

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

Fill dest with random data. Read more
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impl<R> RngCore for R
where R: Rng,

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

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

Return a random value via the StandardUniform distribution. Read more
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fn random_iter<T>(self) -> Iter<StandardUniform, Self, T>

Return an iterator over random variates Read more
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fn random_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 random_bool(&mut self, p: f64) -> bool

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

Return a bool with a probability of numerator/denominator of being true. Read more
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fn sample<T, D>(&mut self, distr: D) -> T
where D: Distribution<T>,

Sample a new value, using the given distribution. Read more
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fn sample_iter<T, D>(self, distr: D) -> Iter<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>(&mut self, dest: &mut [T])
where T: Fill,

Fill any type implementing Fill with random data Read more
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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<R> TryRngCore for R
where R: TryRng,

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type Error = <R as TryRng>::Error

👎Deprecated since 0.10.0:

use TryRng instead

Error type.