Struct KDTreeConfig

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pub struct KDTreeConfig {
    pub cache_aware_layout: bool,
    pub vectorized_search: bool,
    pub numa_aware: bool,
    pub leaf_size: usize,
    pub cache_line_size: usize,
    pub parallel_construction: bool,
    pub parallel_threshold: usize,
    pub use_memory_pools: bool,
    pub enable_prefetching: bool,
}

Expand description

Configuration for advanced-optimized KD-Tree

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§cache_aware_layout: bool

Use cache-aware memory layout

§vectorized_search: bool

Enable vectorized search operations

§numa_aware: bool

Enable NUMA-aware construction

§leaf_size: usize

Leaf size threshold (optimized for cache lines)

§cache_line_size: usize

Cache line size in bytes

§parallel_construction: bool

Enable parallel construction

§parallel_threshold: usize

Minimum dataset size for parallelization

§use_memory_pools: bool

Use memory pools for temporary allocations

§enable_prefetching: bool

Enable prefetching for searches

Implementations§

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impl KDTreeConfig

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pub fn new() -> KDTreeConfig

Create a new KD-Tree configuration with optimal defaults

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pub fn with_cache_aware_layout(self, enabled: bool) -> KDTreeConfig

Configure cache-aware layout

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pub fn with_vectorized_search(self, enabled: bool) -> KDTreeConfig

Configure vectorized search

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pub fn with_numa_aware(self, enabled: bool) -> KDTreeConfig

Configure NUMA awareness

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pub fn with_leaf_size(self, leafsize: usize) -> KDTreeConfig

Set leaf size

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pub fn with_parallel_construction( &mut self, enabled: bool, threshold: usize, ) -> &mut KDTreeConfig

Configure parallel construction

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pub fn with_memory_pools(self, enabled: bool) -> KDTreeConfig

Configure memory pool usage

Trait Implementations§

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impl Clone for KDTreeConfig

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fn clone(&self) -> KDTreeConfig

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 KDTreeConfig

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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 Default for KDTreeConfig

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fn default() -> KDTreeConfig

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

Auto Trait Implementations§

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impl UnwindSafe for KDTreeConfig

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<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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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 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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