Struct AdaptiveCompressor 

pub struct AdaptiveCompressor { /* private fields */ }

Adaptive compression engine that learns optimal strategies

Implementations

impl AdaptiveCompressor

pub fn new() -> Self

pub fn new_with_priorities(priorities: CompressionPriorities) -> Self

pub fn analyze_and_recommend( &mut self, vectors: &[Vector], ) -> Result<CompressionMethod, VectorError>

Analyze vector characteristics and recommend compression strategy

pub fn compress_adaptive( &mut self, vector: &Vector, ) -> Result<Vec<u8>, VectorError>

Compress vector with adaptive strategy selection

pub fn compress_with_method( &mut self, vector: &Vector, method: &CompressionMethod, ) -> Result<Vec<u8>, VectorError>

Compress with specific method and update metrics

pub fn compress_multi_level( &mut self, vector: &Vector, target_ratio: f32, ) -> Result<Vec<u8>, VectorError>

Multi-level compression for extreme compression ratios

pub fn get_best_method(&self) -> CompressionMethod

Get best performing compression method based on current metrics

pub fn get_performance_stats(&self) -> HashMap<String, CompressionMetrics>

Get compression performance statistics

pub fn update_priorities(&mut self, priorities: CompressionPriorities)

Update compression priorities

pub fn reset(&mut self)

Clear caches and reset learning

Trait Implementations

impl Default for AdaptiveCompressor

fn default() -> Self

Returns the “default value” for a type.