Struct KDTreeConfig 

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,
}

Configuration for advanced-optimized KD-Tree

Fields

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

impl KDTreeConfig

pub fn new() -> Self

Create a new KD-Tree configuration with optimal defaults

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

Configure cache-aware layout

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

Configure vectorized search

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

Configure NUMA awareness

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

Set leaf size

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

Configure parallel construction

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

Configure memory pool usage

Trait Implementations

impl Clone for KDTreeConfig

fn clone(&self) -> KDTreeConfig

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for KDTreeConfig

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

Formats the value using the given formatter.

impl Default for KDTreeConfig

fn default() -> Self

Returns the “default value” for a type.