Struct AdaptiveMemoryCompressor 

pub struct AdaptiveMemoryCompressor { /* private fields */ }

Adaptive memory compression manager

Implementations

impl AdaptiveMemoryCompressor

pub fn new(config: AdaptiveCompressionConfig) -> SparseResult<Self>

Create a new adaptive memory compressor

pub fn compress_matrix<T>( &mut self, matrix_id: u64, rows: usize, indptr: &[usize], indices: &[usize], data: &[T], ) -> SparseResult<CompressedMatrix<T>>

where T: Float + NumAssign + Send + Sync + Copy + Debug,

Compress sparse matrix data adaptively

pub fn decompress_matrix<T>( &mut self, compressed_matrix: &CompressedMatrix<T>, ) -> SparseResult<(Vec<usize>, Vec<usize>, Vec<T>)>

where T: Float + NumAssign + Send + Sync + Copy + Debug + FromPrimitive,

Decompress matrix data

pub fn get_memory_stats(&self) -> MemoryStats

Get memory usage statistics

pub fn get_stats(&self) -> CompressionStats

Get compression statistics

pub fn optimize_for_sequential_access(&mut self)

Optimize for sequential access patterns

pub fn optimize_for_random_access(&mut self)

Optimize for random access patterns

pub fn reset(&mut self) -> SparseResult<()>

Clear cache and reset statistics