Struct AdvancedPipelineOptimizer 

pub struct AdvancedPipelineOptimizer {
    pub config: OptimizerConfig,
    pub optimization_cache: HashMap<String, OptimizationResult>,
    pub profiler: OptimizationProfiler,
}

Advanced pipeline optimizer that applies multiple optimization strategies

The optimizer analyzes pipeline structure and applies various optimizations including fusion, reordering, parallelization, and memory management.

Fields

config: OptimizerConfig

Configuration for optimization strategies

optimization_cache: HashMap<String, OptimizationResult>

Cache for optimization results

profiler: OptimizationProfiler

Performance profiler for adaptive optimization

Implementations

impl AdvancedPipelineOptimizer

pub fn new() -> Self

Create a new optimizer with default configuration

pub fn with_config(config: OptimizerConfig) -> Self

Create an optimizer with custom configuration

pub fn optimize_pipeline( &mut self, pipeline_def: &str, ) -> Result<OptimizationResult>

Optimize a pipeline definition

Applies all enabled optimization strategies to the pipeline and returns the optimized version along with metadata about the optimizations.

pub fn record_performance( &mut self, pipeline_id: String, execution_time_ms: f64, memory_usage_bytes: usize, )

Record performance data for adaptive optimization

pub fn get_optimization_recommendations( &self, ) -> Vec<OptimizationRecommendation>

Get optimization recommendations based on profiling data

pub fn clear_cache(&mut self)

Clear optimization cache

pub fn cache_stats(&self) -> (usize, usize)

Get cache statistics

Trait Implementations

impl Clone for AdvancedPipelineOptimizer

fn clone(&self) -> AdvancedPipelineOptimizer

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for AdvancedPipelineOptimizer

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

Formats the value using the given formatter.

impl Default for AdvancedPipelineOptimizer

fn default() -> Self

Returns the “default value” for a type.