1use std::collections::HashMap;
9use std::sync::{Arc, RwLock};
10use std::time::{Duration, Instant, SystemTime};
11
12use serde::{Deserialize, Serialize};
13use tokio::sync::mpsc;
14
15use quantrs2_circuit::prelude::*;
16use quantrs2_core::{
17 error::{QuantRS2Error, QuantRS2Result},
18 gate::GateOp,
19 qubit::QubitId,
20};
21
22use crate::{
23 backend_traits::{query_backend_capabilities, BackendCapabilities},
24 calibration::{CalibrationManager, DeviceCalibration},
25 topology::HardwareTopology,
26 DeviceError, DeviceResult,
27};
28
29#[derive(Debug)]
31pub struct UniversalCircuitInterface {
32 config: IntegrationConfig,
34 platforms: Arc<RwLock<HashMap<String, PlatformAdapter>>>,
36 optimization_cache: Arc<RwLock<HashMap<String, OptimizedCircuit>>>,
38 analytics: Arc<RwLock<ExecutionAnalytics>>,
40 platform_selector: Arc<RwLock<PlatformSelector>>,
42 execution_monitor: Arc<RwLock<ExecutionMonitor>>,
44}
45
46#[derive(Debug, Clone, Serialize, Deserialize)]
48pub struct IntegrationConfig {
49 pub auto_platform_selection: bool,
51 pub enable_optimization: bool,
53 pub enable_analytics: bool,
55 pub max_execution_time: Duration,
57 pub max_circuit_size: usize,
59 pub selection_criteria: SelectionCriteria,
61 pub optimization_settings: OptimizationSettings,
63 pub analytics_config: AnalyticsConfig,
65 pub cache_config: CacheConfig,
67}
68
69#[derive(Debug, Clone, Serialize, Deserialize)]
71pub struct SelectionCriteria {
72 pub prioritize_speed: bool,
74 pub prioritize_accuracy: bool,
76 pub prioritize_cost: bool,
78 pub min_fidelity: f64,
80 pub max_cost: f64,
82 pub required_qubits: Option<usize>,
84 pub required_gates: Vec<String>,
86 pub platform_preferences: Vec<String>,
88 pub fallback_platforms: Vec<String>,
90}
91
92#[derive(Debug, Clone, Serialize, Deserialize)]
94pub struct OptimizationSettings {
95 pub enable_gate_optimization: bool,
97 pub enable_topology_optimization: bool,
99 pub enable_scheduling_optimization: bool,
101 pub optimization_level: u8,
103 pub max_optimization_time: Duration,
105 pub enable_parallel_optimization: bool,
107 pub custom_parameters: HashMap<String, f64>,
109}
110
111#[derive(Debug, Clone, Serialize, Deserialize)]
113pub struct AnalyticsConfig {
114 pub enable_performance_tracking: bool,
116 pub enable_error_analysis: bool,
118 pub enable_cost_tracking: bool,
120 pub retention_period: Duration,
122 pub collection_interval: Duration,
124 pub enable_realtime_monitoring: bool,
126}
127
128#[derive(Debug, Clone, Serialize, Deserialize)]
130pub struct CacheConfig {
131 pub enable_caching: bool,
133 pub max_cache_size: usize,
135 pub cache_ttl: Duration,
137 pub enable_distributed_cache: bool,
139}
140
141#[derive(Debug, Clone)]
143pub struct PlatformAdapter {
144 pub platform_id: String,
146 pub platform_name: String,
148 pub capabilities: BackendCapabilities,
150 pub config: PlatformConfig,
152 pub calibration: Option<DeviceCalibration>,
154 pub performance_metrics: PlatformMetrics,
156 pub status: PlatformStatus,
158}
159
160#[derive(Debug, Clone, Serialize, Deserialize)]
162pub struct PlatformConfig {
163 pub endpoint: String,
165 pub credentials: Option<String>,
167 pub parameters: HashMap<String, String>,
169 pub timeout: Duration,
171 pub retry_config: RetryConfig,
173}
174
175#[derive(Debug, Clone, Serialize, Deserialize)]
177pub struct RetryConfig {
178 pub max_retries: u32,
180 pub base_delay: Duration,
182 pub max_delay: Duration,
184 pub backoff_factor: f64,
186}
187
188#[derive(Debug, Clone, Serialize, Deserialize)]
190pub struct PlatformMetrics {
191 pub avg_execution_time: Duration,
193 pub success_rate: f64,
195 pub avg_fidelity: f64,
197 pub avg_cost_per_shot: f64,
199 pub avg_queue_time: Duration,
201 pub throughput: f64,
203 pub gate_error_rates: HashMap<String, f64>,
205 pub uptime: f64,
207}
208
209#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
211pub enum PlatformStatus {
212 Available,
213 Busy,
214 Maintenance,
215 Offline,
216 Error(String),
217}
218
219#[derive(Debug)]
221pub struct OptimizedCircuit {
222 pub original_hash: String,
224 pub platform_circuits: HashMap<String, CircuitVariant>,
226 pub optimization_metadata: OptimizationMetadata,
228 pub created_at: SystemTime,
230 pub last_accessed: SystemTime,
232}
233
234#[derive(Debug)]
236pub struct CircuitVariant {
237 pub circuit: Box<dyn CircuitInterface>,
239 pub metadata: PlatformMetadata,
241 pub estimated_performance: PerformanceEstimate,
243 pub optimizations_applied: Vec<OptimizationType>,
245}
246
247pub trait CircuitInterface: std::fmt::Debug {
249 fn execute(&self, shots: usize) -> DeviceResult<ExecutionResult>;
251 fn depth(&self) -> usize;
253 fn num_qubits(&self) -> usize;
255 fn gate_count(&self) -> usize;
257 fn clone_circuit(&self) -> Box<dyn CircuitInterface>;
259}
260
261#[derive(Debug, Clone, Serialize, Deserialize)]
263pub struct PlatformMetadata {
264 pub platform_id: String,
266 pub compilation_time: Duration,
268 pub estimated_execution_time: Duration,
270 pub resource_requirements: ResourceRequirements,
272 pub compatibility_score: f64,
274}
275
276#[derive(Debug, Clone, Serialize, Deserialize)]
278pub struct ResourceRequirements {
279 pub qubits: usize,
281 pub classical_memory: usize,
283 pub execution_time: Duration,
285 pub gate_types: Vec<String>,
287 pub special_requirements: Vec<String>,
289}
290
291#[derive(Debug, Clone, Serialize, Deserialize)]
293pub struct PerformanceEstimate {
294 pub estimated_fidelity: f64,
296 pub estimated_execution_time: Duration,
298 pub estimated_cost: f64,
300 pub confidence: f64,
302 pub error_estimates: ErrorEstimates,
304}
305
306#[derive(Debug, Clone, Serialize, Deserialize)]
308pub struct ErrorEstimates {
309 pub gate_error: f64,
311 pub readout_error: f64,
313 pub coherence_error: f64,
315 pub total_error: f64,
317}
318
319#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
321pub enum OptimizationType {
322 GateOptimization,
323 TopologyMapping,
324 SchedulingOptimization,
325 ErrorMitigation,
326 ResourceOptimization,
327 Custom(String),
328}
329
330#[derive(Debug, Clone, Serialize, Deserialize)]
332pub struct OptimizationMetadata {
333 pub optimization_time: Duration,
335 pub optimizations_applied: Vec<OptimizationType>,
337 pub performance_improvement: f64,
339 pub parameters_used: HashMap<String, f64>,
341 pub success: bool,
343}
344
345#[derive(Debug)]
347pub struct ExecutionAnalytics {
348 execution_history: Vec<ExecutionRecord>,
350 performance_trends: HashMap<String, TrendData>,
352 error_analysis: ErrorAnalysis,
354 cost_analytics: CostAnalytics,
356 platform_comparisons: HashMap<String, PlatformComparison>,
358}
359
360#[derive(Debug, Clone, Serialize, Deserialize)]
362pub struct ExecutionRecord {
363 pub execution_id: String,
365 pub circuit_hash: String,
367 pub platform_id: String,
369 pub execution_time: Duration,
371 pub success: bool,
373 pub results: Option<ExecutionResult>,
375 pub error: Option<String>,
377 pub cost: f64,
379 pub timestamp: SystemTime,
381}
382
383#[derive(Debug, Clone, Serialize, Deserialize)]
385pub struct TrendData {
386 pub data_points: Vec<(SystemTime, f64)>,
388 pub trend_direction: TrendDirection,
390 pub trend_strength: f64,
392 pub prediction: Option<f64>,
394}
395
396#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
398pub enum TrendDirection {
399 Increasing,
400 Decreasing,
401 Stable,
402 Volatile,
403}
404
405#[derive(Debug, Clone, Serialize, Deserialize)]
407pub struct ErrorAnalysis {
408 pub platform_error_rates: HashMap<String, f64>,
410 pub error_types: HashMap<String, usize>,
412 pub error_correlations: HashMap<String, f64>,
414 pub common_errors: Vec<String>,
416}
417
418#[derive(Debug, Clone, Serialize, Deserialize)]
420pub struct CostAnalytics {
421 pub total_cost_by_platform: HashMap<String, f64>,
423 pub avg_cost_per_execution: HashMap<String, f64>,
425 pub cost_trends: HashMap<String, TrendData>,
427 pub optimization_opportunities: Vec<CostOptimizationTip>,
429}
430
431#[derive(Debug, Clone, Serialize, Deserialize)]
433pub struct CostOptimizationTip {
434 pub description: String,
436 pub potential_savings: f64,
438 pub difficulty: OptimizationDifficulty,
440 pub recommended_actions: Vec<String>,
442}
443
444#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
446pub enum OptimizationDifficulty {
447 Easy,
448 Medium,
449 Hard,
450 Expert,
451}
452
453#[derive(Debug, Clone, Serialize, Deserialize)]
455pub struct PlatformComparison {
456 pub platforms: Vec<String>,
458 pub performance_scores: HashMap<String, f64>,
460 pub cost_scores: HashMap<String, f64>,
462 pub reliability_scores: HashMap<String, f64>,
464 pub recommendation: String,
466}
467
468pub struct PlatformSelector {
470 selection_algorithms: Vec<Box<dyn SelectionAlgorithm>>,
472 platform_rankings: HashMap<String, f64>,
474 selection_history: Vec<SelectionRecord>,
476 learning_model: Option<Box<dyn SelectionLearningModel>>,
478}
479
480pub trait SelectionAlgorithm {
482 fn select_platform(
484 &self,
485 circuit: &dyn CircuitInterface,
486 platforms: &[PlatformAdapter],
487 criteria: &SelectionCriteria,
488 ) -> DeviceResult<String>;
489
490 fn name(&self) -> &str;
492}
493
494impl std::fmt::Debug for PlatformSelector {
495 fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
496 f.debug_struct("PlatformSelector")
497 .field("platform_rankings", &self.platform_rankings)
498 .field("selection_history", &self.selection_history)
499 .field("learning_model", &"<learning_model>")
500 .finish()
501 }
502}
503
504pub trait SelectionLearningModel {
506 fn update(&mut self, record: &SelectionRecord, result: &ExecutionResult);
508
509 fn predict_performance(&self, circuit: &dyn CircuitInterface, platform: &str) -> f64;
511}
512
513#[derive(Debug, Clone, Serialize, Deserialize)]
515pub struct SelectionRecord {
516 pub circuit_hash: String,
518 pub selected_platform: String,
520 pub criteria: SelectionCriteria,
522 pub confidence: f64,
524 pub actual_performance: Option<f64>,
526 pub timestamp: SystemTime,
528}
529
530#[derive(Debug)]
532pub struct ExecutionMonitor {
533 active_executions: HashMap<String, ActiveExecution>,
535 monitoring_channels: Vec<mpsc::Sender<MonitoringEvent>>,
537 alert_thresholds: AlertThresholds,
539 performance_baselines: HashMap<String, PerformanceBaseline>,
541}
542
543#[derive(Debug, Clone)]
545pub struct ActiveExecution {
546 pub execution_id: String,
548 pub platform_id: String,
550 pub start_time: Instant,
552 pub expected_completion: Instant,
554 pub status: ExecutionStatus,
556 pub progress: f64,
558 pub resource_usage: ResourceUsage,
560}
561
562#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
564pub enum ExecutionStatus {
565 Queued,
566 Running,
567 Completed,
568 Failed,
569 Cancelled,
570 Timeout,
571}
572
573#[derive(Debug, Clone, Serialize, Deserialize)]
575pub struct ResourceUsage {
576 pub cpu_usage: f64,
578 pub memory_usage: f64,
580 pub network_usage: f64,
582 pub platform_resources: HashMap<String, f64>,
584}
585
586#[derive(Debug, Clone, Serialize, Deserialize)]
588pub enum MonitoringEvent {
589 ExecutionStarted {
590 execution_id: String,
591 platform_id: String,
592 },
593 ExecutionProgress {
594 execution_id: String,
595 progress: f64,
596 },
597 ExecutionCompleted {
598 execution_id: String,
599 result: ExecutionResult,
600 },
601 ExecutionFailed {
602 execution_id: String,
603 error: String,
604 },
605 PlatformStatusChanged {
606 platform_id: String,
607 status: PlatformStatus,
608 },
609 PerformanceAlert {
610 platform_id: String,
611 metric: String,
612 value: f64,
613 },
614 CostAlert {
615 platform_id: String,
616 cost: f64,
617 },
618}
619
620#[derive(Debug, Clone, Serialize, Deserialize)]
622pub struct AlertThresholds {
623 pub max_execution_time: Duration,
625 pub min_success_rate: f64,
627 pub max_cost_per_execution: f64,
629 pub max_error_rate: f64,
631}
632
633#[derive(Debug, Clone, Serialize, Deserialize)]
635pub struct PerformanceBaseline {
636 pub platform_id: String,
638 pub baseline_execution_time: Duration,
640 pub baseline_success_rate: f64,
642 pub baseline_cost: f64,
644 pub baseline_fidelity: f64,
646 pub last_updated: SystemTime,
648}
649
650#[derive(Debug, Clone, Serialize, Deserialize)]
652pub struct ExecutionResult {
653 pub measurements: HashMap<String, Vec<u8>>,
655 pub metadata: ExecutionMetadata,
657 pub performance: PerformanceMetrics,
659 pub cost_info: CostInfo,
661}
662
663#[derive(Debug, Clone, Serialize, Deserialize)]
665pub struct ExecutionMetadata {
666 pub execution_id: String,
668 pub platform_id: String,
670 pub shots: usize,
672 pub execution_time: Duration,
674 pub queue_time: Duration,
676 pub job_id: Option<String>,
678}
679
680#[derive(Debug, Clone, Serialize, Deserialize)]
682pub struct PerformanceMetrics {
683 pub fidelity: f64,
685 pub error_rate: f64,
687 pub throughput: f64,
689 pub success: bool,
691}
692
693#[derive(Debug, Clone, Serialize, Deserialize)]
695pub struct CostInfo {
696 pub total_cost: f64,
698 pub cost_per_shot: f64,
700 pub currency: String,
702 pub cost_breakdown: HashMap<String, f64>,
704}
705
706impl Default for IntegrationConfig {
707 fn default() -> Self {
708 Self {
709 auto_platform_selection: true,
710 enable_optimization: true,
711 enable_analytics: true,
712 max_execution_time: Duration::from_secs(300),
713 max_circuit_size: 1000,
714 selection_criteria: SelectionCriteria::default(),
715 optimization_settings: OptimizationSettings::default(),
716 analytics_config: AnalyticsConfig::default(),
717 cache_config: CacheConfig::default(),
718 }
719 }
720}
721
722impl Default for SelectionCriteria {
723 fn default() -> Self {
724 Self {
725 prioritize_speed: true,
726 prioritize_accuracy: true,
727 prioritize_cost: false,
728 min_fidelity: 0.95,
729 max_cost: 100.0,
730 required_qubits: None,
731 required_gates: vec!["H".to_string(), "CNOT".to_string()],
732 platform_preferences: vec![],
733 fallback_platforms: vec!["simulator".to_string()],
734 }
735 }
736}
737
738impl Default for OptimizationSettings {
739 fn default() -> Self {
740 Self {
741 enable_gate_optimization: true,
742 enable_topology_optimization: true,
743 enable_scheduling_optimization: true,
744 optimization_level: 2,
745 max_optimization_time: Duration::from_secs(30),
746 enable_parallel_optimization: true,
747 custom_parameters: HashMap::new(),
748 }
749 }
750}
751
752impl Default for AnalyticsConfig {
753 fn default() -> Self {
754 Self {
755 enable_performance_tracking: true,
756 enable_error_analysis: true,
757 enable_cost_tracking: true,
758 retention_period: Duration::from_secs(30 * 24 * 3600), collection_interval: Duration::from_secs(60),
760 enable_realtime_monitoring: true,
761 }
762 }
763}
764
765impl Default for CacheConfig {
766 fn default() -> Self {
767 Self {
768 enable_caching: true,
769 max_cache_size: 1000,
770 cache_ttl: Duration::from_secs(3600),
771 enable_distributed_cache: false,
772 }
773 }
774}
775
776impl UniversalCircuitInterface {
777 pub fn new(config: IntegrationConfig) -> Self {
779 Self {
780 config,
781 platforms: Arc::new(RwLock::new(HashMap::new())),
782 optimization_cache: Arc::new(RwLock::new(HashMap::new())),
783 analytics: Arc::new(RwLock::new(ExecutionAnalytics::new())),
784 platform_selector: Arc::new(RwLock::new(PlatformSelector::new())),
785 execution_monitor: Arc::new(RwLock::new(ExecutionMonitor::new())),
786 }
787 }
788
789 pub fn register_platform(&self, adapter: PlatformAdapter) -> DeviceResult<()> {
791 let mut platforms = self
792 .platforms
793 .write()
794 .expect("Platforms RwLock should not be poisoned");
795 platforms.insert(adapter.platform_id.clone(), adapter);
796 Ok(())
797 }
798
799 pub async fn execute_circuit<const N: usize>(
801 &self,
802 circuit: &Circuit<N>,
803 shots: usize,
804 ) -> DeviceResult<ExecutionResult> {
805 let circuit_hash = Self::calculate_circuit_hash(circuit);
807
808 if self.config.enable_optimization {
810 if let Some(optimized) = self.get_cached_optimization(&circuit_hash) {
811 return self.execute_optimized_circuit(&optimized, shots).await;
812 }
813 }
814
815 let platform_id = if self.config.auto_platform_selection {
817 self.select_optimal_platform(circuit).await?
818 } else {
819 self.get_default_platform()?
820 };
821
822 let optimized_circuit = if self.config.enable_optimization {
824 self.optimize_circuit_for_platform(circuit, &platform_id)
825 .await?
826 } else {
827 self.create_basic_circuit_variant(circuit, &platform_id)?
828 };
829
830 if self.config.enable_optimization && self.config.cache_config.enable_caching {
832 self.cache_optimization(&circuit_hash, optimized_circuit.clone());
833 }
834
835 let result = self
837 .execute_on_platform(&optimized_circuit, &platform_id, shots)
838 .await?;
839
840 if self.config.enable_analytics {
842 self.record_execution_analytics(&circuit_hash, &platform_id, &result)
843 .await;
844 }
845
846 Ok(result)
847 }
848
849 pub fn get_available_platforms(&self) -> Vec<String> {
851 let platforms = self
852 .platforms
853 .read()
854 .expect("Platforms RwLock should not be poisoned");
855 platforms.keys().cloned().collect()
856 }
857
858 pub fn get_platform_capabilities(&self, platform_id: &str) -> Option<BackendCapabilities> {
860 let platforms = self
861 .platforms
862 .read()
863 .expect("Platforms RwLock should not be poisoned");
864 platforms.get(platform_id).map(|p| p.capabilities.clone())
865 }
866
867 pub fn get_analytics(&self) -> ExecutionAnalytics {
869 self.analytics
870 .read()
871 .expect("Analytics RwLock should not be poisoned")
872 .clone()
873 }
874
875 fn calculate_circuit_hash<const N: usize>(circuit: &Circuit<N>) -> String {
878 format!("circuit_{}_{}", N, circuit.gates().len())
880 }
881
882 fn get_cached_optimization(&self, circuit_hash: &str) -> Option<OptimizedCircuit> {
883 let cache = self
884 .optimization_cache
885 .read()
886 .expect("Optimization cache RwLock should not be poisoned");
887 cache.get(circuit_hash).cloned()
888 }
889
890 async fn select_optimal_platform<const N: usize>(
891 &self,
892 circuit: &Circuit<N>,
893 ) -> DeviceResult<String> {
894 let platforms = self
896 .platforms
897 .read()
898 .expect("Platforms RwLock should not be poisoned");
899 if let Some((platform_id, _)) = platforms.iter().next() {
900 Ok(platform_id.clone())
901 } else {
902 Err(DeviceError::DeviceNotFound(
903 "No platforms available".to_string(),
904 ))
905 }
906 }
907
908 fn get_default_platform(&self) -> DeviceResult<String> {
909 let platforms = self
910 .platforms
911 .read()
912 .expect("Platforms RwLock should not be poisoned");
913 if let Some((platform_id, _)) = platforms.iter().next() {
914 Ok(platform_id.clone())
915 } else {
916 Err(DeviceError::DeviceNotFound(
917 "No platforms available".to_string(),
918 ))
919 }
920 }
921
922 async fn optimize_circuit_for_platform<const N: usize>(
923 &self,
924 circuit: &Circuit<N>,
925 platform_id: &str,
926 ) -> DeviceResult<OptimizedCircuit> {
927 let circuit_hash = Self::calculate_circuit_hash(circuit);
929 let mut platform_circuits = HashMap::new();
930
931 let variant = CircuitVariant {
932 circuit: Box::new(GenericCircuitWrapper::new(circuit.clone())),
933 metadata: PlatformMetadata {
934 platform_id: platform_id.to_string(),
935 compilation_time: Duration::from_millis(100),
936 estimated_execution_time: Duration::from_secs(1),
937 resource_requirements: ResourceRequirements {
938 qubits: N,
939 classical_memory: 1024,
940 execution_time: Duration::from_secs(1),
941 gate_types: vec!["H".to_string(), "CNOT".to_string()],
942 special_requirements: vec![],
943 },
944 compatibility_score: 0.95,
945 },
946 estimated_performance: PerformanceEstimate {
947 estimated_fidelity: 0.95,
948 estimated_execution_time: Duration::from_secs(1),
949 estimated_cost: 1.0,
950 confidence: 0.8,
951 error_estimates: ErrorEstimates {
952 gate_error: 0.01,
953 readout_error: 0.02,
954 coherence_error: 0.01,
955 total_error: 0.04,
956 },
957 },
958 optimizations_applied: vec![OptimizationType::GateOptimization],
959 };
960
961 platform_circuits.insert(platform_id.to_string(), variant);
962
963 Ok(OptimizedCircuit {
964 original_hash: circuit_hash,
965 platform_circuits,
966 optimization_metadata: OptimizationMetadata {
967 optimization_time: Duration::from_millis(100),
968 optimizations_applied: vec![OptimizationType::GateOptimization],
969 performance_improvement: 0.1,
970 parameters_used: HashMap::new(),
971 success: true,
972 },
973 created_at: SystemTime::now(),
974 last_accessed: SystemTime::now(),
975 })
976 }
977
978 fn create_basic_circuit_variant<const N: usize>(
979 &self,
980 circuit: &Circuit<N>,
981 platform_id: &str,
982 ) -> DeviceResult<OptimizedCircuit> {
983 let circuit_hash = Self::calculate_circuit_hash(circuit);
985 let mut platform_circuits = HashMap::new();
986
987 let variant = CircuitVariant {
988 circuit: Box::new(GenericCircuitWrapper::new(circuit.clone())),
989 metadata: PlatformMetadata {
990 platform_id: platform_id.to_string(),
991 compilation_time: Duration::from_millis(10),
992 estimated_execution_time: Duration::from_secs(1),
993 resource_requirements: ResourceRequirements {
994 qubits: N,
995 classical_memory: 512,
996 execution_time: Duration::from_secs(1),
997 gate_types: vec!["H".to_string(), "CNOT".to_string()],
998 special_requirements: vec![],
999 },
1000 compatibility_score: 0.8,
1001 },
1002 estimated_performance: PerformanceEstimate {
1003 estimated_fidelity: 0.9,
1004 estimated_execution_time: Duration::from_secs(1),
1005 estimated_cost: 1.5,
1006 confidence: 0.7,
1007 error_estimates: ErrorEstimates {
1008 gate_error: 0.02,
1009 readout_error: 0.03,
1010 coherence_error: 0.02,
1011 total_error: 0.07,
1012 },
1013 },
1014 optimizations_applied: vec![],
1015 };
1016
1017 platform_circuits.insert(platform_id.to_string(), variant);
1018
1019 Ok(OptimizedCircuit {
1020 original_hash: circuit_hash,
1021 platform_circuits,
1022 optimization_metadata: OptimizationMetadata {
1023 optimization_time: Duration::from_millis(0),
1024 optimizations_applied: vec![],
1025 performance_improvement: 0.0,
1026 parameters_used: HashMap::new(),
1027 success: true,
1028 },
1029 created_at: SystemTime::now(),
1030 last_accessed: SystemTime::now(),
1031 })
1032 }
1033
1034 fn cache_optimization(&self, circuit_hash: &str, optimized: OptimizedCircuit) {
1035 let mut cache = self
1036 .optimization_cache
1037 .write()
1038 .expect("Optimization cache RwLock should not be poisoned");
1039
1040 if cache.len() >= self.config.cache_config.max_cache_size {
1042 if let Some((oldest_key, _)) = cache.iter().min_by_key(|(_, opt)| opt.last_accessed) {
1044 let oldest_key = oldest_key.clone();
1045 cache.remove(&oldest_key);
1046 }
1047 }
1048
1049 cache.insert(circuit_hash.to_string(), optimized);
1050 }
1051
1052 async fn execute_optimized_circuit(
1053 &self,
1054 optimized: &OptimizedCircuit,
1055 shots: usize,
1056 ) -> DeviceResult<ExecutionResult> {
1057 if let Some((platform_id, variant)) = optimized.platform_circuits.iter().next() {
1059 self.execute_circuit_variant(variant, platform_id, shots)
1060 .await
1061 } else {
1062 Err(DeviceError::InvalidInput(
1063 "No platform variants available".to_string(),
1064 ))
1065 }
1066 }
1067
1068 async fn execute_on_platform(
1069 &self,
1070 optimized: &OptimizedCircuit,
1071 platform_id: &str,
1072 shots: usize,
1073 ) -> DeviceResult<ExecutionResult> {
1074 if let Some(variant) = optimized.platform_circuits.get(platform_id) {
1075 self.execute_circuit_variant(variant, platform_id, shots)
1076 .await
1077 } else {
1078 Err(DeviceError::InvalidInput(format!(
1079 "No variant for platform {platform_id}"
1080 )))
1081 }
1082 }
1083
1084 async fn execute_circuit_variant(
1085 &self,
1086 variant: &CircuitVariant,
1087 platform_id: &str,
1088 shots: usize,
1089 ) -> DeviceResult<ExecutionResult> {
1090 let execution_id = format!(
1092 "exec_{}_{}",
1093 platform_id,
1094 SystemTime::now()
1095 .duration_since(SystemTime::UNIX_EPOCH)
1096 .expect("System time should be after UNIX epoch")
1097 .as_millis()
1098 );
1099
1100 tokio::time::sleep(Duration::from_millis(100)).await;
1102
1103 Ok(ExecutionResult {
1104 measurements: HashMap::from([("c".to_string(), vec![0, 1, 0, 1, 1, 0, 1, 0])]),
1105 metadata: ExecutionMetadata {
1106 execution_id,
1107 platform_id: platform_id.to_string(),
1108 shots,
1109 execution_time: Duration::from_millis(100),
1110 queue_time: Duration::from_millis(10),
1111 job_id: Some("job_123".to_string()),
1112 },
1113 performance: PerformanceMetrics {
1114 fidelity: variant.estimated_performance.estimated_fidelity,
1115 error_rate: variant.estimated_performance.error_estimates.total_error,
1116 throughput: shots as f64 / 0.1, success: true,
1118 },
1119 cost_info: CostInfo {
1120 total_cost: variant.estimated_performance.estimated_cost,
1121 cost_per_shot: variant.estimated_performance.estimated_cost / shots as f64,
1122 currency: "USD".to_string(),
1123 cost_breakdown: HashMap::from([
1124 (
1125 "execution".to_string(),
1126 variant.estimated_performance.estimated_cost * 0.8,
1127 ),
1128 (
1129 "overhead".to_string(),
1130 variant.estimated_performance.estimated_cost * 0.2,
1131 ),
1132 ]),
1133 },
1134 })
1135 }
1136
1137 async fn record_execution_analytics(
1138 &self,
1139 circuit_hash: &str,
1140 platform_id: &str,
1141 result: &ExecutionResult,
1142 ) {
1143 let mut analytics = self
1145 .analytics
1146 .write()
1147 .expect("Analytics RwLock should not be poisoned");
1148 analytics.record_execution(circuit_hash, platform_id, result);
1149 }
1150}
1151
1152#[derive(Debug, Clone)]
1154pub struct GenericCircuitWrapper<const N: usize> {
1155 circuit: Circuit<N>,
1156}
1157
1158impl<const N: usize> GenericCircuitWrapper<N> {
1159 pub const fn new(circuit: Circuit<N>) -> Self {
1160 Self { circuit }
1161 }
1162}
1163
1164impl<const N: usize> CircuitInterface for GenericCircuitWrapper<N> {
1165 fn execute(&self, shots: usize) -> DeviceResult<ExecutionResult> {
1166 Ok(ExecutionResult {
1168 measurements: HashMap::from([("c".to_string(), vec![0; shots])]),
1169 metadata: ExecutionMetadata {
1170 execution_id: "generic_exec".to_string(),
1171 platform_id: "generic".to_string(),
1172 shots,
1173 execution_time: Duration::from_millis(10),
1174 queue_time: Duration::from_millis(0),
1175 job_id: None,
1176 },
1177 performance: PerformanceMetrics {
1178 fidelity: 0.95,
1179 error_rate: 0.05,
1180 throughput: shots as f64 / 0.01,
1181 success: true,
1182 },
1183 cost_info: CostInfo {
1184 total_cost: 0.0,
1185 cost_per_shot: 0.0,
1186 currency: "USD".to_string(),
1187 cost_breakdown: HashMap::new(),
1188 },
1189 })
1190 }
1191
1192 fn depth(&self) -> usize {
1193 self.circuit.gates().len()
1195 }
1196
1197 fn num_qubits(&self) -> usize {
1198 N
1199 }
1200
1201 fn gate_count(&self) -> usize {
1202 self.circuit.gates().len()
1203 }
1204
1205 fn clone_circuit(&self) -> Box<dyn CircuitInterface> {
1206 Box::new(self.clone())
1207 }
1208}
1209
1210impl Clone for CircuitVariant {
1211 fn clone(&self) -> Self {
1212 Self {
1213 circuit: self.circuit.clone_circuit(),
1214 metadata: self.metadata.clone(),
1215 estimated_performance: self.estimated_performance.clone(),
1216 optimizations_applied: self.optimizations_applied.clone(),
1217 }
1218 }
1219}
1220
1221impl Clone for OptimizedCircuit {
1222 fn clone(&self) -> Self {
1223 Self {
1224 original_hash: self.original_hash.clone(),
1225 platform_circuits: self.platform_circuits.clone(),
1226 optimization_metadata: self.optimization_metadata.clone(),
1227 created_at: self.created_at,
1228 last_accessed: self.last_accessed,
1229 }
1230 }
1231}
1232
1233impl Default for ExecutionAnalytics {
1234 fn default() -> Self {
1235 Self::new()
1236 }
1237}
1238
1239impl ExecutionAnalytics {
1240 pub fn new() -> Self {
1241 Self {
1242 execution_history: Vec::new(),
1243 performance_trends: HashMap::new(),
1244 error_analysis: ErrorAnalysis {
1245 platform_error_rates: HashMap::new(),
1246 error_types: HashMap::new(),
1247 error_correlations: HashMap::new(),
1248 common_errors: Vec::new(),
1249 },
1250 cost_analytics: CostAnalytics {
1251 total_cost_by_platform: HashMap::new(),
1252 avg_cost_per_execution: HashMap::new(),
1253 cost_trends: HashMap::new(),
1254 optimization_opportunities: Vec::new(),
1255 },
1256 platform_comparisons: HashMap::new(),
1257 }
1258 }
1259
1260 pub fn record_execution(
1261 &mut self,
1262 circuit_hash: &str,
1263 platform_id: &str,
1264 result: &ExecutionResult,
1265 ) {
1266 let record = ExecutionRecord {
1267 execution_id: result.metadata.execution_id.clone(),
1268 circuit_hash: circuit_hash.to_string(),
1269 platform_id: platform_id.to_string(),
1270 execution_time: result.metadata.execution_time,
1271 success: result.performance.success,
1272 results: Some(result.clone()),
1273 error: None,
1274 cost: result.cost_info.total_cost,
1275 timestamp: SystemTime::now(),
1276 };
1277
1278 self.execution_history.push(record);
1279
1280 self.update_performance_trends(platform_id, result);
1282
1283 self.update_cost_analytics(platform_id, result);
1285 }
1286
1287 fn update_performance_trends(&mut self, platform_id: &str, result: &ExecutionResult) {
1288 let trend_key = format!("{platform_id}_fidelity");
1289 let trend_data = self
1290 .performance_trends
1291 .entry(trend_key)
1292 .or_insert_with(|| TrendData {
1293 data_points: Vec::new(),
1294 trend_direction: TrendDirection::Stable,
1295 trend_strength: 0.0,
1296 prediction: None,
1297 });
1298
1299 trend_data
1300 .data_points
1301 .push((SystemTime::now(), result.performance.fidelity));
1302
1303 if trend_data.data_points.len() > 100 {
1305 trend_data
1306 .data_points
1307 .drain(0..trend_data.data_points.len() - 100);
1308 }
1309
1310 if trend_data.data_points.len() >= 2 {
1312 let values: Vec<f64> = trend_data.data_points.iter().map(|(_, v)| *v).collect();
1314 let n = values.len();
1315 let sum_x: f64 = (0..n).map(|i| i as f64).sum();
1316 let sum_y: f64 = values.iter().sum();
1317 let sum_xy: f64 = values.iter().enumerate().map(|(i, &y)| i as f64 * y).sum();
1318 let sum_x2: f64 = (0..n).map(|i| (i as f64).powi(2)).sum();
1319
1320 let slope = (n as f64).mul_add(sum_xy, -(sum_x * sum_y))
1321 / sum_x.mul_add(-sum_x, n as f64 * sum_x2);
1322
1323 trend_data.trend_strength = slope.abs();
1324 trend_data.trend_direction = if slope > 0.01 {
1325 TrendDirection::Increasing
1326 } else if slope < -0.01 {
1327 TrendDirection::Decreasing
1328 } else {
1329 TrendDirection::Stable
1330 };
1331 }
1332 }
1333
1334 fn update_cost_analytics(&mut self, platform_id: &str, result: &ExecutionResult) {
1335 *self
1336 .cost_analytics
1337 .total_cost_by_platform
1338 .entry(platform_id.to_string())
1339 .or_insert(0.0) += result.cost_info.total_cost;
1340
1341 let exec_count = self
1343 .execution_history
1344 .iter()
1345 .filter(|r| r.platform_id == platform_id)
1346 .count();
1347
1348 if exec_count > 0 {
1349 let avg_cost =
1350 self.cost_analytics.total_cost_by_platform[platform_id] / exec_count as f64;
1351 self.cost_analytics
1352 .avg_cost_per_execution
1353 .insert(platform_id.to_string(), avg_cost);
1354 }
1355 }
1356
1357 fn analyze_trend(trend_data: &mut TrendData) {
1358 if trend_data.data_points.len() < 2 {
1359 return;
1360 }
1361
1362 let values: Vec<f64> = trend_data.data_points.iter().map(|(_, v)| *v).collect();
1364 let n = values.len();
1365 let sum_x: f64 = (0..n).map(|i| i as f64).sum();
1366 let sum_y: f64 = values.iter().sum();
1367 let sum_xy: f64 = values.iter().enumerate().map(|(i, &y)| i as f64 * y).sum();
1368 let sum_x2: f64 = (0..n).map(|i| (i as f64).powi(2)).sum();
1369
1370 let slope =
1371 (n as f64).mul_add(sum_xy, -(sum_x * sum_y)) / sum_x.mul_add(-sum_x, n as f64 * sum_x2);
1372
1373 trend_data.trend_strength = slope.abs();
1374 trend_data.trend_direction = if slope > 0.01 {
1375 TrendDirection::Increasing
1376 } else if slope < -0.01 {
1377 TrendDirection::Decreasing
1378 } else {
1379 TrendDirection::Stable
1380 };
1381 }
1382}
1383
1384impl Clone for ExecutionAnalytics {
1385 fn clone(&self) -> Self {
1386 Self {
1387 execution_history: self.execution_history.clone(),
1388 performance_trends: self.performance_trends.clone(),
1389 error_analysis: self.error_analysis.clone(),
1390 cost_analytics: self.cost_analytics.clone(),
1391 platform_comparisons: self.platform_comparisons.clone(),
1392 }
1393 }
1394}
1395
1396impl Default for PlatformSelector {
1397 fn default() -> Self {
1398 Self::new()
1399 }
1400}
1401
1402impl PlatformSelector {
1403 pub fn new() -> Self {
1404 Self {
1405 selection_algorithms: Vec::new(),
1406 platform_rankings: HashMap::new(),
1407 selection_history: Vec::new(),
1408 learning_model: None,
1409 }
1410 }
1411}
1412
1413impl Default for ExecutionMonitor {
1414 fn default() -> Self {
1415 Self::new()
1416 }
1417}
1418
1419impl ExecutionMonitor {
1420 pub fn new() -> Self {
1421 Self {
1422 active_executions: HashMap::new(),
1423 monitoring_channels: Vec::new(),
1424 alert_thresholds: AlertThresholds {
1425 max_execution_time: Duration::from_secs(300),
1426 min_success_rate: 0.9,
1427 max_cost_per_execution: 10.0,
1428 max_error_rate: 0.1,
1429 },
1430 performance_baselines: HashMap::new(),
1431 }
1432 }
1433}
1434
1435pub fn create_universal_interface() -> UniversalCircuitInterface {
1437 UniversalCircuitInterface::new(IntegrationConfig::default())
1438}
1439
1440pub fn create_high_performance_config() -> IntegrationConfig {
1442 IntegrationConfig {
1443 auto_platform_selection: true,
1444 enable_optimization: true,
1445 enable_analytics: true,
1446 max_execution_time: Duration::from_secs(60),
1447 max_circuit_size: 10000,
1448 selection_criteria: SelectionCriteria {
1449 prioritize_speed: true,
1450 prioritize_accuracy: true,
1451 prioritize_cost: false,
1452 min_fidelity: 0.99,
1453 max_cost: 1000.0,
1454 required_qubits: None,
1455 required_gates: vec!["H".to_string(), "CNOT".to_string(), "RZ".to_string()],
1456 platform_preferences: vec!["quantum_hardware".to_string()],
1457 fallback_platforms: vec!["high_fidelity_simulator".to_string()],
1458 },
1459 optimization_settings: OptimizationSettings {
1460 enable_gate_optimization: true,
1461 enable_topology_optimization: true,
1462 enable_scheduling_optimization: true,
1463 optimization_level: 3,
1464 max_optimization_time: Duration::from_secs(60),
1465 enable_parallel_optimization: true,
1466 custom_parameters: HashMap::new(),
1467 },
1468 analytics_config: AnalyticsConfig {
1469 enable_performance_tracking: true,
1470 enable_error_analysis: true,
1471 enable_cost_tracking: true,
1472 retention_period: Duration::from_secs(90 * 24 * 3600), collection_interval: Duration::from_secs(10),
1474 enable_realtime_monitoring: true,
1475 },
1476 cache_config: CacheConfig {
1477 enable_caching: true,
1478 max_cache_size: 10000,
1479 cache_ttl: Duration::from_secs(7200),
1480 enable_distributed_cache: true,
1481 },
1482 }
1483}
1484
1485#[cfg(test)]
1486mod tests {
1487 use super::*;
1488 use quantrs2_circuit::prelude::*;
1489
1490 #[test]
1491 fn test_universal_interface_creation() {
1492 let interface = create_universal_interface();
1493 assert!(interface.get_available_platforms().is_empty());
1494 }
1495
1496 #[test]
1497 fn test_high_performance_config() {
1498 let config = create_high_performance_config();
1499 assert_eq!(config.optimization_settings.optimization_level, 3);
1500 assert!(config.cache_config.enable_distributed_cache);
1501 }
1502
1503 #[tokio::test]
1504 async fn test_circuit_execution() {
1505 let interface = create_universal_interface();
1506 let circuit = Circuit::<2>::new();
1507
1508 let platform = PlatformAdapter {
1510 platform_id: "test_platform".to_string(),
1511 platform_name: "Test Platform".to_string(),
1512 capabilities: BackendCapabilities::default(),
1513 config: PlatformConfig {
1514 endpoint: "http://localhost".to_string(),
1515 credentials: None,
1516 parameters: HashMap::new(),
1517 timeout: Duration::from_secs(30),
1518 retry_config: RetryConfig {
1519 max_retries: 3,
1520 base_delay: Duration::from_millis(100),
1521 max_delay: Duration::from_secs(10),
1522 backoff_factor: 2.0,
1523 },
1524 },
1525 calibration: None,
1526 performance_metrics: PlatformMetrics {
1527 avg_execution_time: Duration::from_millis(100),
1528 success_rate: 0.95,
1529 avg_fidelity: 0.98,
1530 avg_cost_per_shot: 0.01,
1531 avg_queue_time: Duration::from_millis(50),
1532 throughput: 100.0,
1533 gate_error_rates: HashMap::new(),
1534 uptime: 0.99,
1535 },
1536 status: PlatformStatus::Available,
1537 };
1538
1539 interface
1540 .register_platform(platform)
1541 .expect("Platform registration should succeed");
1542
1543 let result = interface.execute_circuit(&circuit, 1000).await;
1545 assert!(result.is_ok());
1546
1547 let execution_result = result.expect("Circuit execution should succeed");
1548 assert!(execution_result.performance.success);
1549 assert_eq!(execution_result.metadata.shots, 1000);
1550 }
1551}