Struct AdvancedMemoryPool 

pub struct AdvancedMemoryPool { /* private fields */ }

✅ Advanced MODE: Advanced memory pool for fast processing This provides cache-efficient memory management for repeated transformations

Implementations

impl AdvancedMemoryPool

pub fn new( max_matrices: usize, max_vectors: usize, initialcapacity: usize, ) -> Self

Create a new memory pool with specified limits

pub fn get_matrix(&mut self, rows: usize, cols: usize) -> Array2<f64>

✅ Advanced OPTIMIZATION: Get matrix from pool or allocate new one

pub fn get_vector(&mut self, size: usize) -> Array1<f64>

✅ Advanced OPTIMIZATION: Get vector from pool or allocate new one

pub fn return_matrix(&mut self, matrix: Array2<f64>)

✅ Advanced OPTIMIZATION: Return matrix to pool for reuse

pub fn return_vector(&mut self, vector: Array1<f64>)

✅ Advanced OPTIMIZATION: Return vector to pool for reuse

pub fn stats(&self) -> &PoolStats

Get current pool statistics

pub fn efficiency(&self) -> f64

✅ Advanced OPTIMIZATION: Get pool efficiency (hit rate)

pub fn update_stats(&mut self, transform_time_ns: u64, samplesprocessed: usize)

Update performance statistics

pub fn clear(&mut self)

Clear all pools to free memory

pub fn adaptive_resize(&mut self)

✅ Advanced OPTIMIZATION: Adaptive pool resizing based on usage patterns

pub fn get_array(&mut self, rows: usize, cols: usize) -> Array2<f64>

Get array from pool (alias for get_matrix)

pub fn return_array(&mut self, array: Array2<f64>)

Return array to pool (alias for return_matrix)

pub fn get_temp_array(&mut self, size: usize) -> Array1<f64>

Get temporary array from pool (alias for get_vector)

pub fn return_temp_array(&mut self, temp: Array1<f64>)

Return temporary array to pool (alias for return_vector)

pub fn optimize(&mut self)

Optimize pool performance