Struct AdvancedPatternMiningEngine 

pub struct AdvancedPatternMiningEngine { /* private fields */ }

Advanced pattern mining engine

Implementations

impl AdvancedPatternMiningEngine

pub fn new() -> Self

Create new pattern mining engine

pub fn with_config(config: AdvancedPatternMiningConfig) -> Self

Create pattern mining engine with configuration

pub fn mine_patterns( &mut self, store: &dyn Store, graph_name: Option<&str>, ) -> Result<Vec<AdvancedPattern>>

Mine patterns from RDF store

pub fn get_stats(&self) -> &PatternMiningStats

Get mining statistics

pub fn get_config(&self) -> &AdvancedPatternMiningConfig

Get configuration

pub fn update_config(&mut self, config: AdvancedPatternMiningConfig)

Update configuration

pub fn get_frequency_tables(&self) -> &FrequencyTables

Get frequency tables

pub fn clear_cache(&mut self)

Clear cache

pub fn get_cache_stats(&self) -> Result<Value>

Get cache statistics

pub fn warm_cache(&mut self) -> usize

Warm cache with frequently accessed patterns

pub fn get_cache_analytics(&self) -> Value

Get cache analytics

pub fn get_advanced_cache_statistics(&self) -> Value

Get advanced cache statistics

pub fn evaluate_cache_strategy(&self) -> bool

Evaluate cache strategy

pub fn get_cache_recommendations(&self) -> Vec<String>

Get cache recommendations

pub fn get_cache_eviction_strategy(&self) -> String

Get cache eviction strategy

pub fn mine_sequential_patterns( &mut self, store: &dyn Store, graph_name: Option<&str>, _min_support: f64, ) -> Result<Vec<AdvancedPattern>>

Mine sequential patterns

pub fn mine_graph_patterns( &mut self, store: &dyn Store, graph_name: Option<&str>, _max_size: usize, ) -> Result<Vec<AdvancedPattern>>

Mine graph patterns

pub fn mine_enhanced_temporal_patterns( &mut self, store: &dyn Store, graph_name: Option<&str>, _granularity: TimeGranularity, ) -> Result<Vec<AdvancedPattern>>

Mine enhanced temporal patterns

pub fn rank_patterns_advanced( &self, patterns: &mut [AdvancedPattern], _criteria: &PatternRankingCriteria, ) -> Vec<f64>

Rank patterns with advanced criteria

pub fn perform_enhanced_statistical_analysis( &self, patterns: &[AdvancedPattern], ) -> Value

Perform enhanced statistical analysis

pub fn get_cached_patterns( &self, _cache_key: &str, ) -> Option<Vec<AdvancedPattern>>

Get cached patterns

pub fn cache_patterns( &mut self, _cache_key: String, _patterns: Vec<AdvancedPattern>, )

Cache patterns

Trait Implementations

impl Debug for AdvancedPatternMiningEngine

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

Formats the value using the given formatter.

impl Default for AdvancedPatternMiningEngine

fn default() -> Self

Returns the “default value” for a type.