pub struct AdvancedStreamOptimizer { /* private fields */ }Expand description
Advanced stream optimizer using SciRS2 capabilities
Implementations§
Source§impl AdvancedStreamOptimizer
impl AdvancedStreamOptimizer
Sourcepub fn new(config: AdvancedOptimizerConfig) -> Result<Self>
pub fn new(config: AdvancedOptimizerConfig) -> Result<Self>
Create a new advanced optimizer
Sourcepub async fn process_batch(
&mut self,
events: &[StreamEvent],
) -> Result<Vec<f64>>
pub async fn process_batch( &mut self, events: &[StreamEvent], ) -> Result<Vec<f64>>
Process events with batch operations using scirs2-core arrays
Sourcepub async fn process_batch_parallel(
&mut self,
events: &[StreamEvent],
) -> Result<Vec<f64>>
pub async fn process_batch_parallel( &mut self, events: &[StreamEvent], ) -> Result<Vec<f64>>
Process events in parallel using rayon
Sourcepub fn compute_correlation_matrix(
&self,
events: &[StreamEvent],
) -> Result<Array2<f64>>
pub fn compute_correlation_matrix( &self, events: &[StreamEvent], ) -> Result<Array2<f64>>
Compute correlation matrix for stream features using scirs2-core
Sourcepub fn compute_moving_statistics(
&self,
values: &[f64],
window_size: usize,
) -> Result<MovingStats>
pub fn compute_moving_statistics( &self, values: &[f64], window_size: usize, ) -> Result<MovingStats>
Compute moving statistics
Sourcepub fn generate_synthetic_stream(
&mut self,
_n_events: usize,
) -> Result<Vec<f64>>
pub fn generate_synthetic_stream( &mut self, _n_events: usize, ) -> Result<Vec<f64>>
Generate synthetic stream data using fastrand (fallback)
Sourcepub fn get_metrics(&self) -> &OptimizerMetrics
pub fn get_metrics(&self) -> &OptimizerMetrics
Get optimizer metrics
Auto Trait Implementations§
impl Freeze for AdvancedStreamOptimizer
impl RefUnwindSafe for AdvancedStreamOptimizer
impl Send for AdvancedStreamOptimizer
impl Sync for AdvancedStreamOptimizer
impl Unpin for AdvancedStreamOptimizer
impl UnsafeUnpin for AdvancedStreamOptimizer
impl UnwindSafe for AdvancedStreamOptimizer
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