CowTrace

Struct CowTrace 

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pub struct CowTrace { /* private fields */ }
Expand description

Copy-on-write trace for efficient memory sharing in MCMC operations.

Most MCMC operations modify only a small number of choices, so CowTrace shares the majority of trace data between states using Arc<BTreeMap>.

Example:


// Convert from regular trace
let cow_trace = CowTrace::from_trace(trace);

// Clone is very efficient (shares memory)
let clone1 = cow_trace.clone();
let clone2 = cow_trace.clone();

// Modification triggers copy-on-write only when needed
let mut modified = clone1.clone();
modified.insert_choice(addr!("new"), Choice {
    addr: addr!("new"),
    value: ChoiceValue::F64(42.0),
    logp: -1.0,
});
// Now `modified` has its own copy, others still share

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impl CowTrace

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pub fn new() -> Self

Create a new copy-on-write trace.

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pub fn from_trace(trace: Trace) -> Self

Convert from regular trace.

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pub fn to_trace(&self) -> Trace

Convert to regular trace (may involve copying).

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pub fn choices_mut(&mut self) -> &mut BTreeMap<Address, Choice>

Get mutable access to choices, copying if necessary.

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pub fn insert_choice(&mut self, addr: Address, choice: Choice)

Insert a choice, copying the map if needed.

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pub fn choices(&self) -> &BTreeMap<Address, Choice>

Get read-only access to choices.

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pub fn total_log_weight(&self) -> f64

Total log weight.

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impl Clone for CowTrace

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fn clone(&self) -> CowTrace

Returns a duplicate 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 CowTrace

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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 Default for CowTrace

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fn default() -> Self

Returns the “default value” for a type. Read more

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> 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> 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