Struct VectorAnalyticsEngine 

pub struct VectorAnalyticsEngine { /* private fields */ }

Main analytics engine

Implementations

impl VectorAnalyticsEngine

pub fn new() -> Self

Create a new analytics engine

pub fn with_config( max_history: usize, window: Duration, sensitivity: f32, ) -> Self

Create analytics engine with custom configuration

pub fn record_query(&mut self, analytics: QueryAnalytics)

Record a search query for analysis

pub fn analyze_vector_distribution( &self, vectors: &[Vec<f32>], ) -> Result<VectorDistributionAnalysis>

Analyze vector distribution patterns

pub fn analyze_performance_trends(&self) -> PerformanceTrends

Generate performance trends analysis

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

Generate optimization recommendations

pub fn detect_anomalies(&self) -> AnomalyDetection

Detect anomalies in query patterns

pub fn assess_vector_quality( &self, vectors: &[Vec<f32>], ) -> Result<VectorQualityAssessment>

Assess vector quality

pub fn export_analytics(&self) -> Result<String>

Export analytics data to JSON

Trait Implementations

impl Debug for VectorAnalyticsEngine

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

Formats the value using the given formatter.

impl Default for VectorAnalyticsEngine

fn default() -> Self

Returns the “default value” for a type.