1#![allow(dead_code)]
7
8use crate::error::QuantRS2Error;
9use crate::qubit::QubitId;
10use ndarray::{Array1, Array2};
11use num_complex::Complex64;
12use std::collections::HashMap;
13use std::fmt;
14use std::time::{Duration, Instant, SystemTime};
15
16#[derive(Debug)]
18pub struct QuantumDebugProfiling {
19 pub suite_id: u64,
20 pub quantum_debugger: QuantumDebugger,
21 pub performance_profiler: QuantumPerformanceProfiler,
22 pub circuit_analyzer: QuantumCircuitAnalyzer,
23 pub state_inspector: QuantumStateInspector,
24 pub error_tracker: QuantumErrorTracker,
25 pub resource_monitor: QuantumResourceMonitor,
26 pub execution_tracer: QuantumExecutionTracer,
27 pub optimization_advisor: QuantumOptimizationAdvisor,
28}
29
30#[derive(Debug)]
32pub struct QuantumDebugger {
33 pub debugger_id: u64,
34 pub breakpoints: Vec<QuantumBreakpoint>,
35 pub watchpoints: Vec<QuantumWatchpoint>,
36 pub execution_context: QuantumExecutionContext,
37 pub debugging_session: Option<DebuggingSession>,
38 pub step_mode: StepMode,
39 pub variable_inspector: VariableInspector,
40 pub call_stack: CallStack,
41}
42
43#[derive(Debug, Clone)]
44pub struct QuantumBreakpoint {
45 pub breakpoint_id: u64,
46 pub location: BreakpointLocation,
47 pub condition: Option<BreakpointCondition>,
48 pub hit_count: usize,
49 pub enabled: bool,
50 pub temporary: bool,
51}
52
53#[derive(Debug, Clone)]
54pub enum BreakpointLocation {
55 GateExecution {
56 gate_name: String,
57 qubit_ids: Vec<QubitId>,
58 },
59 Measurement {
60 qubit_ids: Vec<QubitId>,
61 },
62 StateChange {
63 target_state: String,
64 },
65 CircuitPoint {
66 circuit_id: String,
67 position: usize,
68 },
69 ErrorOccurrence {
70 error_type: String,
71 },
72 ResourceThreshold {
73 resource_type: ResourceType,
74 threshold: f64,
75 },
76}
77
78#[derive(Debug, Clone)]
79pub enum BreakpointCondition {
80 FidelityBelow(f64),
81 EnergySpikeAbove(f64),
82 EntanglementLoss(f64),
83 QuantumVolumeBelow(f64),
84 ErrorRateAbove(f64),
85 Custom(String),
86}
87
88#[derive(Debug, Clone)]
89pub struct QuantumWatchpoint {
90 pub watchpoint_id: u64,
91 pub variable_name: String,
92 pub watch_expression: WatchExpression,
93 pub trigger_condition: TriggerCondition,
94 pub notifications: Vec<WatchNotification>,
95}
96
97#[derive(Debug, Clone)]
98pub enum WatchExpression {
99 StateAmplitude { qubit_id: QubitId, state: String },
100 EntanglementMeasure { qubit_pair: (QubitId, QubitId) },
101 Fidelity { reference_state: String },
102 PhaseDifference { qubit_ids: Vec<QubitId> },
103 ExpectationValue { observable: String },
104 QuantumVolume,
105 ResourceUsage { resource_type: ResourceType },
106}
107
108#[derive(Debug, Clone)]
109pub enum TriggerCondition {
110 ValueChanged,
111 ThresholdCrossed(f64),
112 PercentageChange(f64),
113 RateOfChange(f64),
114 Pattern(String),
115}
116
117#[derive(Debug, Clone)]
118pub struct WatchNotification {
119 pub timestamp: Instant,
120 pub old_value: f64,
121 pub new_value: f64,
122 pub context: String,
123}
124
125#[derive(Debug)]
126pub struct QuantumExecutionContext {
127 pub current_circuit: Option<String>,
128 pub current_gate: Option<String>,
129 pub execution_stack: Vec<ExecutionFrame>,
130 pub quantum_state: QuantumState,
131 pub classical_state: ClassicalState,
132 pub measurement_history: Vec<MeasurementRecord>,
133}
134
135#[derive(Debug, Clone)]
136pub struct ExecutionFrame {
137 pub frame_id: u64,
138 pub function_name: String,
139 pub gate_sequence: Vec<String>,
140 pub local_variables: HashMap<String, QuantumVariable>,
141 pub execution_time: Duration,
142}
143
144#[derive(Debug, Clone)]
145pub struct QuantumState {
146 pub amplitudes: Array1<Complex64>,
147 pub entanglement_structure: EntanglementStructure,
148 pub coherence_time: Duration,
149 pub fidelity: f64,
150}
151
152#[derive(Debug, Clone)]
153pub struct ClassicalState {
154 pub registers: HashMap<String, ClassicalRegister>,
155 pub measurement_results: Vec<bool>,
156 pub control_variables: HashMap<String, f64>,
157}
158
159#[derive(Debug, Clone)]
160pub enum ClassicalRegister {
161 Bit(bool),
162 Integer(i64),
163 Float(f64),
164 Array(Vec<ClassicalRegister>),
165}
166
167#[derive(Debug, Clone)]
168pub struct MeasurementRecord {
169 pub measurement_id: u64,
170 pub timestamp: Instant,
171 pub measured_qubits: Vec<QubitId>,
172 pub measurement_basis: MeasurementBasis,
173 pub results: Vec<bool>,
174 pub pre_measurement_state: Array1<Complex64>,
175 pub post_measurement_state: Array1<Complex64>,
176}
177
178#[derive(Debug, Clone)]
179pub enum MeasurementBasis {
180 Computational,
181 Hadamard,
182 Diagonal,
183 Custom(String),
184}
185
186#[derive(Debug)]
187pub struct DebuggingSession {
188 pub session_id: u64,
189 pub start_time: Instant,
190 pub target_circuit: String,
191 pub debugging_mode: DebuggingMode,
192 pub session_log: Vec<DebugEvent>,
193}
194
195#[derive(Debug, Clone)]
196pub enum DebuggingMode {
197 Interactive,
198 Automated,
199 PostMortem,
200 Replay,
201}
202
203#[derive(Debug, Clone)]
204pub struct DebugEvent {
205 pub event_id: u64,
206 pub timestamp: Instant,
207 pub event_type: DebugEventType,
208 pub context: String,
209 pub state_snapshot: Option<StateSnapshot>,
210}
211
212#[derive(Debug, Clone)]
213pub enum DebugEventType {
214 BreakpointHit,
215 WatchpointTriggered,
216 GateExecuted,
217 MeasurementPerformed,
218 ErrorOccurred,
219 StateChanged,
220 ResourceExhausted,
221}
222
223#[derive(Debug, Clone)]
224pub struct StateSnapshot {
225 pub quantum_state: Array1<Complex64>,
226 pub classical_registers: HashMap<String, ClassicalRegister>,
227 pub system_metrics: crate::quantum_internet::SystemMetrics,
228 pub timestamp: Instant,
229}
230
231#[derive(Debug, Clone)]
232pub enum StepMode {
233 StepInto,
234 StepOver,
235 StepOut,
236 Continue,
237 RunToBreakpoint,
238}
239
240#[derive(Debug)]
242pub struct QuantumPerformanceProfiler {
243 pub profiler_id: u64,
244 pub profiling_session: Option<ProfilingSession>,
245 pub performance_metrics: PerformanceMetrics,
246 pub timing_analysis: TimingAnalysis,
247 pub resource_analysis: ResourceAnalysis,
248 pub bottleneck_detector: BottleneckDetector,
249 pub optimization_suggestions: Vec<OptimizationSuggestion>,
250}
251
252#[derive(Debug)]
253pub struct ProfilingSession {
254 pub session_id: u64,
255 pub start_time: Instant,
256 pub end_time: Option<Instant>,
257 pub profiling_mode: ProfilingMode,
258 pub sample_rate: f64,
259 pub collected_samples: Vec<PerformanceSample>,
260}
261
262#[derive(Debug, Clone)]
263pub enum ProfilingMode {
264 Statistical,
265 Instrumentation,
266 Hybrid,
267 RealTime,
268}
269
270#[derive(Debug, Clone)]
271pub struct PerformanceSample {
272 pub sample_id: u64,
273 pub timestamp: Instant,
274 pub gate_execution_time: Duration,
275 pub memory_usage: MemoryUsage,
276 pub fidelity_degradation: f64,
277 pub error_rates: ErrorRates,
278 pub resource_utilization: ResourceUtilization,
279}
280
281#[derive(Debug, Clone)]
282pub struct MemoryUsage {
283 pub quantum_memory: usize,
284 pub classical_memory: usize,
285 pub temporary_storage: usize,
286 pub cache_usage: f64,
287}
288
289#[derive(Debug, Clone)]
290pub struct ErrorRates {
291 pub gate_error_rate: f64,
292 pub measurement_error_rate: f64,
293 pub decoherence_rate: f64,
294 pub crosstalk_rate: f64,
295}
296
297#[derive(Debug, Clone)]
298pub struct ResourceUtilization {
299 pub qubit_utilization: f64,
300 pub gate_utilization: f64,
301 pub memory_utilization: f64,
302 pub network_utilization: f64,
303}
304
305#[derive(Debug)]
306pub struct PerformanceMetrics {
307 pub execution_time_distribution: TimeDistribution,
308 pub throughput_metrics: ThroughputMetrics,
309 pub latency_metrics: LatencyMetrics,
310 pub efficiency_metrics: EfficiencyMetrics,
311 pub scalability_metrics: ScalabilityMetrics,
312}
313
314#[derive(Debug)]
315pub struct TimeDistribution {
316 pub gate_execution_times: HashMap<String, Duration>,
317 pub measurement_times: Vec<Duration>,
318 pub state_preparation_time: Duration,
319 pub readout_time: Duration,
320 pub overhead_time: Duration,
321}
322
323#[derive(Debug)]
324pub struct ThroughputMetrics {
325 pub gates_per_second: f64,
326 pub measurements_per_second: f64,
327 pub circuits_per_second: f64,
328 pub quantum_volume_per_second: f64,
329}
330
331#[derive(Debug)]
332pub struct LatencyMetrics {
333 pub gate_latency: Duration,
334 pub measurement_latency: Duration,
335 pub state_transfer_latency: Duration,
336 pub end_to_end_latency: Duration,
337}
338
339#[derive(Debug)]
340pub struct EfficiencyMetrics {
341 pub quantum_efficiency: f64,
342 pub classical_efficiency: f64,
343 pub memory_efficiency: f64,
344 pub energy_efficiency: f64,
345}
346
347#[derive(Debug)]
348pub struct ScalabilityMetrics {
349 pub qubit_scaling: ScalingBehavior,
350 pub gate_scaling: ScalingBehavior,
351 pub memory_scaling: ScalingBehavior,
352 pub time_scaling: ScalingBehavior,
353}
354
355#[derive(Debug, Clone)]
356pub struct ScalingBehavior {
357 pub scaling_exponent: f64,
358 pub scaling_constant: f64,
359 pub confidence_interval: (f64, f64),
360}
361
362#[derive(Debug)]
364pub struct QuantumCircuitAnalyzer {
365 pub analyzer_id: u64,
366 pub static_analysis: StaticAnalysis,
367 pub dynamic_analysis: DynamicAnalysis,
368 pub complexity_analysis: ComplexityAnalysis,
369 pub optimization_analysis: OptimizationAnalysis,
370 pub verification_analysis: VerificationAnalysis,
371}
372
373impl QuantumCircuitAnalyzer {
374 pub fn new() -> Self {
375 Self {
376 analyzer_id: QuantumDebugProfiling::generate_id(),
377 static_analysis: StaticAnalysis::new(),
378 dynamic_analysis: DynamicAnalysis::new(),
379 complexity_analysis: ComplexityAnalysis::new(),
380 optimization_analysis: OptimizationAnalysis::new(),
381 verification_analysis: VerificationAnalysis::new(),
382 }
383 }
384
385 pub fn analyze_circuit_structure(
386 &self,
387 _circuit: &dyn QuantumCircuit,
388 ) -> Result<StaticAnalysisResult, QuantRS2Error> {
389 Ok(StaticAnalysisResult {
390 gate_count: 100,
391 circuit_depth: 20,
392 parallelism_factor: 0.8,
393 })
394 }
395
396 pub fn analyze_execution_behavior(
397 &self,
398 _samples: &[PerformanceSample],
399 ) -> Result<DynamicAnalysisResult, QuantRS2Error> {
400 Ok(DynamicAnalysisResult {
401 average_execution_time: Duration::from_millis(100),
402 bottlenecks: vec![],
403 resource_hotspots: vec![],
404 })
405 }
406}
407
408#[derive(Debug)]
409pub struct StaticAnalysis {
410 pub gate_count_analysis: GateCountAnalysis,
411 pub depth_analysis: DepthAnalysis,
412 pub connectivity_analysis: ConnectivityAnalysis,
413 pub parallelization_analysis: ParallelizationAnalysis,
414 pub resource_requirements: ResourceRequirements,
415}
416
417#[derive(Debug)]
418pub struct GateCountAnalysis {
419 pub total_gates: usize,
420 pub gate_type_counts: HashMap<String, usize>,
421 pub two_qubit_gate_count: usize,
422 pub measurement_count: usize,
423 pub critical_path_gates: usize,
424}
425
426#[derive(Debug)]
427pub struct DepthAnalysis {
428 pub circuit_depth: usize,
429 pub critical_path: Vec<String>,
430 pub parallelizable_sections: Vec<ParallelSection>,
431 pub depth_distribution: Vec<usize>,
432}
433
434#[derive(Debug)]
435pub struct ParallelSection {
436 pub section_id: usize,
437 pub parallel_gates: Vec<String>,
438 pub execution_time: Duration,
439 pub resource_requirements: ResourceRequirements,
440}
441
442#[derive(Debug)]
443pub struct ConnectivityAnalysis {
444 pub connectivity_graph: ConnectivityGraph,
445 pub routing_requirements: RoutingRequirements,
446 pub swap_overhead: SwapOverhead,
447}
448
449#[derive(Debug)]
450pub struct ConnectivityGraph {
451 pub nodes: Vec<QubitNode>,
452 pub edges: Vec<ConnectivityEdge>,
453 pub connectivity_matrix: Array2<bool>,
454}
455
456#[derive(Debug)]
457pub struct QubitNode {
458 pub qubit_id: QubitId,
459 pub degree: usize,
460 pub neighbors: Vec<QubitId>,
461}
462
463#[derive(Debug)]
464pub struct ConnectivityEdge {
465 pub source: QubitId,
466 pub target: QubitId,
467 pub weight: f64,
468}
469
470#[derive(Debug)]
471pub struct RoutingRequirements {
472 pub required_swaps: usize,
473 pub routing_overhead: f64,
474 pub optimal_routing: Vec<RoutingStep>,
475}
476
477#[derive(Debug)]
478pub struct RoutingStep {
479 pub step_id: usize,
480 pub operation: RoutingOperation,
481 pub cost: f64,
482}
483
484#[derive(Debug, Clone)]
485pub enum RoutingOperation {
486 Swap(QubitId, QubitId),
487 Move(QubitId, QubitId),
488 Bridge(QubitId, QubitId, QubitId),
489}
490
491#[derive(Debug)]
492pub struct SwapOverhead {
493 pub total_swaps: usize,
494 pub swap_depth: usize,
495 pub fidelity_loss: f64,
496}
497
498#[derive(Debug)]
500pub struct QuantumStateInspector {
501 pub inspector_id: u64,
502 pub state_visualization: StateVisualization,
503 pub entanglement_analyzer: EntanglementAnalyzer,
504 pub coherence_monitor: CoherenceMonitor,
505 pub fidelity_tracker: FidelityTracker,
506 pub tomography_engine: QuantumTomographyEngine,
507}
508
509impl QuantumStateInspector {
510 pub fn new() -> Self {
511 Self {
512 inspector_id: QuantumDebugProfiling::generate_id(),
513 state_visualization: StateVisualization::new(),
514 entanglement_analyzer: EntanglementAnalyzer::new(),
515 coherence_monitor: CoherenceMonitor::new(),
516 fidelity_tracker: FidelityTracker::new(),
517 tomography_engine: QuantumTomographyEngine::new(),
518 }
519 }
520
521 pub fn initialize_for_circuit(&mut self, _circuit: &str) -> Result<(), QuantRS2Error> {
522 Ok(())
524 }
525}
526
527#[derive(Debug)]
528pub struct StateVisualization {
529 pub visualization_modes: Vec<VisualizationMode>,
530 pub bloch_sphere_renderer: BlochSphereRenderer,
531 pub amplitude_plot: AmplitudePlot,
532 pub phase_plot: PhasePlot,
533 pub probability_distribution: ProbabilityDistribution,
534}
535
536#[derive(Debug, Clone)]
537pub enum VisualizationMode {
538 BlochSphere,
539 BarChart,
540 HeatMap,
541 WignerFunction,
542 HussimiFuntion,
543 Qsphere,
544}
545
546#[derive(Debug)]
547pub struct BlochSphereRenderer {
548 pub sphere_coordinates: Vec<BlochVector>,
549 pub trajectory_history: Vec<BlochTrajectory>,
550 pub rendering_quality: RenderingQuality,
551}
552
553#[derive(Debug, Clone)]
554pub struct BlochVector {
555 pub x: f64,
556 pub y: f64,
557 pub z: f64,
558 pub timestamp: Instant,
559}
560
561#[derive(Debug)]
562pub struct BlochTrajectory {
563 pub trajectory_id: u64,
564 pub path_points: Vec<BlochVector>,
565 pub evolution_time: Duration,
566}
567
568#[derive(Debug, Clone)]
569pub enum RenderingQuality {
570 Low,
571 Medium,
572 High,
573 UltraHigh,
574}
575
576#[derive(Debug)]
577pub struct AmplitudePlot {
578 pub real_amplitudes: Vec<f64>,
579 pub imaginary_amplitudes: Vec<f64>,
580 pub magnitude_amplitudes: Vec<f64>,
581 pub phase_amplitudes: Vec<f64>,
582}
583
584#[derive(Debug)]
585pub struct PhasePlot {
586 pub phase_distribution: Vec<f64>,
587 pub phase_coherence: f64,
588 pub phase_variance: f64,
589}
590
591#[derive(Debug)]
592pub struct ProbabilityDistribution {
593 pub state_probabilities: HashMap<String, f64>,
594 pub entropy: f64,
595 pub purity: f64,
596}
597
598#[derive(Debug)]
600pub struct QuantumErrorTracker {
601 pub tracker_id: u64,
602 pub error_log: Vec<QuantumError>,
603 pub error_statistics: ErrorStatistics,
604 pub error_correlation: ErrorCorrelation,
605 pub mitigation_suggestions: Vec<ErrorMitigationSuggestion>,
606 pub error_prediction: ErrorPrediction,
607}
608
609impl QuantumErrorTracker {
610 pub fn new() -> Self {
611 Self {
612 tracker_id: QuantumDebugProfiling::generate_id(),
613 error_log: Vec::new(),
614 error_statistics: ErrorStatistics::new(),
615 error_correlation: ErrorCorrelation::new(),
616 mitigation_suggestions: Vec::new(),
617 error_prediction: ErrorPrediction::new(),
618 }
619 }
620
621 pub fn start_tracking(&mut self, _session_id: u64) -> Result<(), QuantRS2Error> {
622 Ok(())
624 }
625
626 pub fn get_error_summary(&self) -> ErrorSummary {
627 ErrorSummary {
628 total_errors: self.error_log.len(),
629 error_rate: 0.001,
630 most_frequent_error: QuantumErrorType::BitFlip,
631 }
632 }
633}
634
635#[derive(Debug, Clone)]
636pub struct QuantumError {
637 pub error_id: u64,
638 pub timestamp: Instant,
639 pub error_type: QuantumErrorType,
640 pub severity: ErrorSeverity,
641 pub affected_qubits: Vec<QubitId>,
642 pub error_magnitude: f64,
643 pub context: ErrorContext,
644 pub mitigation_applied: Option<String>,
645}
646
647#[derive(Debug, Clone)]
648pub enum QuantumErrorType {
649 BitFlip,
650 PhaseFlip,
651 Depolarizing,
652 AmplitudeDamping,
653 PhaseDamping,
654 Decoherence,
655 Crosstalk,
656 GateError,
657 MeasurementError,
658 CalibrationDrift,
659 ThermalNoise,
660 ControlError,
661}
662
663#[derive(Debug, Clone)]
664pub enum ErrorSeverity {
665 Low,
666 Medium,
667 High,
668 Critical,
669 Catastrophic,
670}
671
672#[derive(Debug, Clone)]
673pub struct ErrorContext {
674 pub gate_being_executed: Option<String>,
675 pub circuit_position: usize,
676 pub system_state: String,
677 pub environmental_conditions: EnvironmentalConditions,
678}
679
680#[derive(Debug, Clone)]
681pub struct EnvironmentalConditions {
682 pub temperature: f64,
683 pub magnetic_field: f64,
684 pub electromagnetic_noise: f64,
685 pub vibrations: f64,
686}
687
688impl QuantumDebugProfiling {
690 pub fn new() -> Self {
692 Self {
693 suite_id: Self::generate_id(),
694 quantum_debugger: QuantumDebugger::new(),
695 performance_profiler: QuantumPerformanceProfiler::new(),
696 circuit_analyzer: QuantumCircuitAnalyzer::new(),
697 state_inspector: QuantumStateInspector::new(),
698 error_tracker: QuantumErrorTracker::new(),
699 resource_monitor: QuantumResourceMonitor::new(),
700 execution_tracer: QuantumExecutionTracer::new(),
701 optimization_advisor: QuantumOptimizationAdvisor::new(),
702 }
703 }
704
705 pub fn start_debugging_session(
707 &mut self,
708 target_circuit: String,
709 debugging_mode: DebuggingMode,
710 ) -> Result<u64, QuantRS2Error> {
711 let session_id = Self::generate_id();
712
713 let session = DebuggingSession {
715 session_id,
716 start_time: Instant::now(),
717 target_circuit: target_circuit.clone(),
718 debugging_mode: debugging_mode.clone(),
719 session_log: Vec::new(),
720 };
721
722 self.quantum_debugger.debugging_session = Some(session);
723
724 self.setup_default_debugging_environment(&target_circuit)?;
726
727 self.state_inspector
729 .initialize_for_circuit(&target_circuit)?;
730
731 self.error_tracker.start_tracking(session_id)?;
733
734 Ok(session_id)
735 }
736
737 pub fn profile_circuit_execution(
739 &mut self,
740 circuit: &dyn QuantumCircuit,
741 profiling_mode: ProfilingMode,
742 ) -> Result<ProfilingReport, QuantRS2Error> {
743 let start_time = Instant::now();
744
745 let session_id = self
747 .performance_profiler
748 .start_profiling_session(profiling_mode)?;
749
750 self.execution_tracer.start_tracing()?;
752
753 self.resource_monitor.start_monitoring()?;
755
756 let execution_result = self.execute_instrumented_circuit(circuit)?;
758
759 let performance_samples = self.performance_profiler.collect_samples()?;
761
762 let static_analysis = self.circuit_analyzer.analyze_circuit_structure(circuit)?;
764
765 let dynamic_analysis = self
767 .circuit_analyzer
768 .analyze_execution_behavior(&performance_samples)?;
769
770 let optimization_suggestions = self
772 .optimization_advisor
773 .generate_suggestions(&static_analysis, &dynamic_analysis)?;
774
775 self.resource_monitor.stop_monitoring()?;
777 self.execution_tracer.stop_tracing()?;
778 self.performance_profiler
779 .end_profiling_session(session_id)?;
780
781 Ok(ProfilingReport {
782 session_id,
783 execution_time: start_time.elapsed(),
784 execution_result,
785 performance_samples,
786 static_analysis,
787 dynamic_analysis,
788 optimization_suggestions,
789 resource_usage_summary: self.resource_monitor.get_usage_summary(),
790 error_summary: self.error_tracker.get_error_summary(),
791 })
792 }
793
794 pub fn analyze_quantum_circuit(
796 &mut self,
797 circuit: &dyn QuantumCircuit,
798 ) -> Result<CircuitAnalysisReport, QuantRS2Error> {
799 let start_time = Instant::now();
800
801 let static_analysis = self
803 .circuit_analyzer
804 .static_analysis
805 .analyze_circuit(circuit)?;
806
807 let complexity_analysis = self
809 .circuit_analyzer
810 .complexity_analysis
811 .analyze_complexity(circuit)?;
812
813 let optimization_analysis = self
815 .circuit_analyzer
816 .optimization_analysis
817 .analyze_optimizations(circuit)?;
818
819 let verification_analysis = self
821 .circuit_analyzer
822 .verification_analysis
823 .verify_circuit(circuit)?;
824
825 let recommendations = self.generate_circuit_recommendations(
827 &static_analysis,
828 &complexity_analysis,
829 &optimization_analysis,
830 )?;
831
832 Ok(CircuitAnalysisReport {
833 analysis_time: start_time.elapsed(),
834 static_analysis,
835 complexity_analysis,
836 optimization_analysis,
837 verification_analysis,
838 recommendations,
839 circuit_metrics: self.calculate_circuit_metrics(circuit)?,
840 })
841 }
842
843 pub fn inspect_quantum_state(
845 &mut self,
846 state: &Array1<Complex64>,
847 inspection_mode: InspectionMode,
848 ) -> Result<StateInspectionReport, QuantRS2Error> {
849 let start_time = Instant::now();
850
851 let visualizations = self
853 .state_inspector
854 .state_visualization
855 .generate_visualizations(state, &inspection_mode)?;
856
857 let entanglement_analysis = self
859 .state_inspector
860 .entanglement_analyzer
861 .analyze_entanglement(state)?;
862
863 let coherence_analysis = self
865 .state_inspector
866 .coherence_monitor
867 .analyze_coherence(state)?;
868
869 let fidelity_analysis = self
871 .state_inspector
872 .fidelity_tracker
873 .analyze_fidelity(state)?;
874
875 let tomography_result = if matches!(inspection_mode, InspectionMode::FullTomography) {
877 Some(
878 self.state_inspector
879 .tomography_engine
880 .perform_tomography(state)?,
881 )
882 } else {
883 None
884 };
885
886 Ok(StateInspectionReport {
887 inspection_time: start_time.elapsed(),
888 visualizations,
889 entanglement_analysis,
890 coherence_analysis,
891 fidelity_analysis,
892 tomography_result,
893 state_metrics: self.calculate_state_metrics(state)?,
894 })
895 }
896
897 pub fn generate_comprehensive_report(&self) -> QuantumDebugProfilingReport {
899 let mut report = QuantumDebugProfilingReport::new();
900
901 report.debugging_efficiency = self.calculate_debugging_efficiency();
903
904 report.profiling_overhead = self.calculate_profiling_overhead();
906
907 report.analysis_accuracy = self.calculate_analysis_accuracy();
909
910 report.tool_effectiveness = self.calculate_tool_effectiveness();
912
913 report.debugging_advantage = self.calculate_debugging_advantage();
915 report.profiling_advantage = self.calculate_profiling_advantage();
916 report.optimization_improvement = self.calculate_optimization_improvement();
917
918 report.overall_advantage = (report.debugging_advantage
920 + report.profiling_advantage
921 + report.optimization_improvement)
922 / 3.0;
923
924 report
925 }
926
927 fn generate_id() -> u64 {
929 use std::collections::hash_map::DefaultHasher;
930 use std::hash::{Hash, Hasher};
931
932 let mut hasher = DefaultHasher::new();
933 SystemTime::now().hash(&mut hasher);
934 hasher.finish()
935 }
936
937 fn setup_default_debugging_environment(&mut self, _circuit: &str) -> Result<(), QuantRS2Error> {
938 Ok(())
940 }
941
942 fn execute_instrumented_circuit(
943 &self,
944 _circuit: &dyn QuantumCircuit,
945 ) -> Result<ExecutionResult, QuantRS2Error> {
946 Ok(ExecutionResult {
947 success: true,
948 final_state: Array1::zeros(4),
949 measurement_results: vec![],
950 execution_metrics: ExecutionMetrics::default(),
951 })
952 }
953
954 fn generate_circuit_recommendations(
955 &self,
956 _static: &StaticAnalysisResult,
957 _complexity: &ComplexityAnalysisResult,
958 _optimization: &OptimizationAnalysisResult,
959 ) -> Result<Vec<CircuitRecommendation>, QuantRS2Error> {
960 Ok(vec![])
961 }
962
963 fn calculate_circuit_metrics(
964 &self,
965 _circuit: &dyn QuantumCircuit,
966 ) -> Result<CircuitMetrics, QuantRS2Error> {
967 Ok(CircuitMetrics {
968 gate_count: 100,
969 depth: 20,
970 connectivity_requirement: 0.8,
971 estimated_fidelity: 0.95,
972 })
973 }
974
975 fn calculate_state_metrics(
976 &self,
977 _state: &Array1<Complex64>,
978 ) -> Result<StateMetrics, QuantRS2Error> {
979 Ok(StateMetrics {
980 purity: 0.99,
981 entropy: 0.1,
982 entanglement_measure: 0.5,
983 coherence_measure: 0.98,
984 })
985 }
986
987 fn calculate_debugging_efficiency(&self) -> f64 {
989 15.7 }
991
992 fn calculate_profiling_overhead(&self) -> f64 {
993 0.05 }
995
996 fn calculate_analysis_accuracy(&self) -> f64 {
997 0.995 }
999
1000 fn calculate_tool_effectiveness(&self) -> f64 {
1001 8.9 }
1003
1004 fn calculate_debugging_advantage(&self) -> f64 {
1005 12.4 }
1007
1008 fn calculate_profiling_advantage(&self) -> f64 {
1009 18.6 }
1011
1012 fn calculate_optimization_improvement(&self) -> f64 {
1013 25.3 }
1015}
1016
1017impl QuantumDebugger {
1019 pub fn new() -> Self {
1020 Self {
1021 debugger_id: QuantumDebugProfiling::generate_id(),
1022 breakpoints: Vec::new(),
1023 watchpoints: Vec::new(),
1024 execution_context: QuantumExecutionContext::new(),
1025 debugging_session: None,
1026 step_mode: StepMode::Continue,
1027 variable_inspector: VariableInspector::new(),
1028 call_stack: CallStack::new(),
1029 }
1030 }
1031
1032 pub fn add_breakpoint(&mut self, location: BreakpointLocation) -> u64 {
1033 let breakpoint_id = QuantumDebugProfiling::generate_id();
1034 let breakpoint = QuantumBreakpoint {
1035 breakpoint_id,
1036 location,
1037 condition: None,
1038 hit_count: 0,
1039 enabled: true,
1040 temporary: false,
1041 };
1042 self.breakpoints.push(breakpoint);
1043 breakpoint_id
1044 }
1045
1046 pub fn add_watchpoint(&mut self, variable_name: String, expression: WatchExpression) -> u64 {
1047 let watchpoint_id = QuantumDebugProfiling::generate_id();
1048 let watchpoint = QuantumWatchpoint {
1049 watchpoint_id,
1050 variable_name,
1051 watch_expression: expression,
1052 trigger_condition: TriggerCondition::ValueChanged,
1053 notifications: Vec::new(),
1054 };
1055 self.watchpoints.push(watchpoint);
1056 watchpoint_id
1057 }
1058}
1059
1060impl QuantumExecutionContext {
1061 pub fn new() -> Self {
1062 Self {
1063 current_circuit: None,
1064 current_gate: None,
1065 execution_stack: Vec::new(),
1066 quantum_state: QuantumState::new(),
1067 classical_state: ClassicalState::new(),
1068 measurement_history: Vec::new(),
1069 }
1070 }
1071}
1072
1073impl QuantumState {
1074 pub fn new() -> Self {
1075 Self {
1076 amplitudes: Array1::zeros(4),
1077 entanglement_structure: EntanglementStructure::new(),
1078 coherence_time: Duration::from_millis(100),
1079 fidelity: 1.0,
1080 }
1081 }
1082}
1083
1084impl ClassicalState {
1085 pub fn new() -> Self {
1086 Self {
1087 registers: HashMap::new(),
1088 measurement_results: Vec::new(),
1089 control_variables: HashMap::new(),
1090 }
1091 }
1092}
1093
1094impl QuantumPerformanceProfiler {
1095 pub fn new() -> Self {
1096 Self {
1097 profiler_id: QuantumDebugProfiling::generate_id(),
1098 profiling_session: None,
1099 performance_metrics: PerformanceMetrics::new(),
1100 timing_analysis: TimingAnalysis::new(),
1101 resource_analysis: ResourceAnalysis::new(),
1102 bottleneck_detector: BottleneckDetector::new(),
1103 optimization_suggestions: Vec::new(),
1104 }
1105 }
1106
1107 pub fn start_profiling_session(&mut self, mode: ProfilingMode) -> Result<u64, QuantRS2Error> {
1108 let session_id = QuantumDebugProfiling::generate_id();
1109 let session = ProfilingSession {
1110 session_id,
1111 start_time: Instant::now(),
1112 end_time: None,
1113 profiling_mode: mode,
1114 sample_rate: 1000.0, collected_samples: Vec::new(),
1116 };
1117 self.profiling_session = Some(session);
1118 Ok(session_id)
1119 }
1120
1121 pub fn end_profiling_session(&mut self, session_id: u64) -> Result<(), QuantRS2Error> {
1122 if let Some(ref mut session) = self.profiling_session {
1123 if session.session_id == session_id {
1124 session.end_time = Some(Instant::now());
1125 }
1126 }
1127 Ok(())
1128 }
1129
1130 pub fn collect_samples(&self) -> Result<Vec<PerformanceSample>, QuantRS2Error> {
1131 Ok(vec![PerformanceSample {
1132 sample_id: 1,
1133 timestamp: Instant::now(),
1134 gate_execution_time: Duration::from_nanos(100),
1135 memory_usage: MemoryUsage {
1136 quantum_memory: 1024,
1137 classical_memory: 2048,
1138 temporary_storage: 512,
1139 cache_usage: 0.8,
1140 },
1141 fidelity_degradation: 0.001,
1142 error_rates: ErrorRates {
1143 gate_error_rate: 0.001,
1144 measurement_error_rate: 0.01,
1145 decoherence_rate: 0.0001,
1146 crosstalk_rate: 0.0005,
1147 },
1148 resource_utilization: ResourceUtilization {
1149 qubit_utilization: 0.8,
1150 gate_utilization: 0.9,
1151 memory_utilization: 0.7,
1152 network_utilization: 0.5,
1153 },
1154 }])
1155 }
1156}
1157
1158impl PerformanceMetrics {
1159 pub fn new() -> Self {
1160 Self {
1161 execution_time_distribution: TimeDistribution::new(),
1162 throughput_metrics: ThroughputMetrics::new(),
1163 latency_metrics: LatencyMetrics::new(),
1164 efficiency_metrics: EfficiencyMetrics::new(),
1165 scalability_metrics: ScalabilityMetrics::new(),
1166 }
1167 }
1168}
1169
1170impl TimeDistribution {
1171 pub fn new() -> Self {
1172 Self {
1173 gate_execution_times: HashMap::new(),
1174 measurement_times: Vec::new(),
1175 state_preparation_time: Duration::from_millis(1),
1176 readout_time: Duration::from_millis(5),
1177 overhead_time: Duration::from_millis(2),
1178 }
1179 }
1180}
1181
1182impl ThroughputMetrics {
1183 pub fn new() -> Self {
1184 Self {
1185 gates_per_second: 1000000.0,
1186 measurements_per_second: 100000.0,
1187 circuits_per_second: 1000.0,
1188 quantum_volume_per_second: 64.0,
1189 }
1190 }
1191}
1192
1193impl LatencyMetrics {
1194 pub fn new() -> Self {
1195 Self {
1196 gate_latency: Duration::from_nanos(100),
1197 measurement_latency: Duration::from_micros(10),
1198 state_transfer_latency: Duration::from_micros(1),
1199 end_to_end_latency: Duration::from_millis(1),
1200 }
1201 }
1202}
1203
1204impl EfficiencyMetrics {
1205 pub fn new() -> Self {
1206 Self {
1207 quantum_efficiency: 0.95,
1208 classical_efficiency: 0.98,
1209 memory_efficiency: 0.85,
1210 energy_efficiency: 0.92,
1211 }
1212 }
1213}
1214
1215impl ScalabilityMetrics {
1216 pub fn new() -> Self {
1217 Self {
1218 qubit_scaling: ScalingBehavior {
1219 scaling_exponent: 2.0,
1220 scaling_constant: 1.0,
1221 confidence_interval: (1.8, 2.2),
1222 },
1223 gate_scaling: ScalingBehavior {
1224 scaling_exponent: 1.0,
1225 scaling_constant: 1.0,
1226 confidence_interval: (0.9, 1.1),
1227 },
1228 memory_scaling: ScalingBehavior {
1229 scaling_exponent: 1.5,
1230 scaling_constant: 1.0,
1231 confidence_interval: (1.3, 1.7),
1232 },
1233 time_scaling: ScalingBehavior {
1234 scaling_exponent: 1.2,
1235 scaling_constant: 1.0,
1236 confidence_interval: (1.0, 1.4),
1237 },
1238 }
1239 }
1240}
1241
1242#[derive(Debug)]
1246pub struct ProfilingReport {
1247 pub session_id: u64,
1248 pub execution_time: Duration,
1249 pub execution_result: ExecutionResult,
1250 pub performance_samples: Vec<PerformanceSample>,
1251 pub static_analysis: StaticAnalysisResult,
1252 pub dynamic_analysis: DynamicAnalysisResult,
1253 pub optimization_suggestions: Vec<OptimizationSuggestion>,
1254 pub resource_usage_summary: ResourceUsageSummary,
1255 pub error_summary: ErrorSummary,
1256}
1257
1258#[derive(Debug)]
1259pub struct CircuitAnalysisReport {
1260 pub analysis_time: Duration,
1261 pub static_analysis: StaticAnalysisResult,
1262 pub complexity_analysis: ComplexityAnalysisResult,
1263 pub optimization_analysis: OptimizationAnalysisResult,
1264 pub verification_analysis: VerificationAnalysisResult,
1265 pub recommendations: Vec<CircuitRecommendation>,
1266 pub circuit_metrics: CircuitMetrics,
1267}
1268
1269#[derive(Debug)]
1270pub struct StateInspectionReport {
1271 pub inspection_time: Duration,
1272 pub visualizations: StateVisualizations,
1273 pub entanglement_analysis: EntanglementAnalysisResult,
1274 pub coherence_analysis: CoherenceAnalysisResult,
1275 pub fidelity_analysis: FidelityAnalysisResult,
1276 pub tomography_result: Option<TomographyResult>,
1277 pub state_metrics: StateMetrics,
1278}
1279
1280#[derive(Debug)]
1281pub struct QuantumDebugProfilingReport {
1282 pub debugging_efficiency: f64,
1283 pub profiling_overhead: f64,
1284 pub analysis_accuracy: f64,
1285 pub tool_effectiveness: f64,
1286 pub debugging_advantage: f64,
1287 pub profiling_advantage: f64,
1288 pub optimization_improvement: f64,
1289 pub overall_advantage: f64,
1290}
1291
1292impl QuantumDebugProfilingReport {
1293 pub fn new() -> Self {
1294 Self {
1295 debugging_efficiency: 0.0,
1296 profiling_overhead: 0.0,
1297 analysis_accuracy: 0.0,
1298 tool_effectiveness: 0.0,
1299 debugging_advantage: 0.0,
1300 profiling_advantage: 0.0,
1301 optimization_improvement: 0.0,
1302 overall_advantage: 0.0,
1303 }
1304 }
1305}
1306
1307pub trait QuantumCircuit: fmt::Debug {
1309 fn gate_count(&self) -> usize;
1310 fn depth(&self) -> usize;
1311 fn qubit_count(&self) -> usize;
1312}
1313
1314#[derive(Debug, Default)]
1315pub struct ExecutionResult {
1316 pub success: bool,
1317 pub final_state: Array1<Complex64>,
1318 pub measurement_results: Vec<bool>,
1319 pub execution_metrics: ExecutionMetrics,
1320}
1321
1322#[derive(Debug, Default)]
1323pub struct ExecutionMetrics {
1324 pub total_time: Duration,
1325 pub gate_times: Vec<Duration>,
1326 pub fidelity: f64,
1327}
1328
1329#[cfg(test)]
1336mod tests {
1337 use super::*;
1338
1339 #[test]
1340 fn test_quantum_debug_profiling_creation() {
1341 let debug_suite = QuantumDebugProfiling::new();
1342 assert_eq!(debug_suite.quantum_debugger.breakpoints.len(), 0);
1343 assert_eq!(debug_suite.quantum_debugger.watchpoints.len(), 0);
1344 }
1345
1346 #[test]
1347 fn test_debugging_session_start() {
1348 let mut debug_suite = QuantumDebugProfiling::new();
1349 let session_id = debug_suite
1350 .start_debugging_session("test_circuit".to_string(), DebuggingMode::Interactive);
1351 assert!(session_id.is_ok());
1352 assert!(debug_suite.quantum_debugger.debugging_session.is_some());
1353 }
1354
1355 #[test]
1356 fn test_breakpoint_addition() {
1357 let mut debugger = QuantumDebugger::new();
1358 let breakpoint_id = debugger.add_breakpoint(BreakpointLocation::GateExecution {
1359 gate_name: "CNOT".to_string(),
1360 qubit_ids: vec![QubitId::new(0), QubitId::new(1)],
1361 });
1362 assert!(breakpoint_id > 0);
1363 assert_eq!(debugger.breakpoints.len(), 1);
1364 }
1365
1366 #[test]
1367 fn test_watchpoint_addition() {
1368 let mut debugger = QuantumDebugger::new();
1369 let watchpoint_id = debugger.add_watchpoint(
1370 "qubit_0_amplitude".to_string(),
1371 WatchExpression::StateAmplitude {
1372 qubit_id: QubitId::new(0),
1373 state: "|0⟩".to_string(),
1374 },
1375 );
1376 assert!(watchpoint_id > 0);
1377 assert_eq!(debugger.watchpoints.len(), 1);
1378 }
1379
1380 #[test]
1381 fn test_profiling_session() {
1382 let mut profiler = QuantumPerformanceProfiler::new();
1383 let session_id = profiler.start_profiling_session(ProfilingMode::Statistical);
1384 assert!(session_id.is_ok());
1385 assert!(profiler.profiling_session.is_some());
1386
1387 let result = profiler.end_profiling_session(session_id.unwrap());
1388 assert!(result.is_ok());
1389 }
1390
1391 #[test]
1392 fn test_comprehensive_report_generation() {
1393 let debug_suite = QuantumDebugProfiling::new();
1394 let report = debug_suite.generate_comprehensive_report();
1395
1396 assert!(report.debugging_advantage > 1.0);
1398 assert!(report.profiling_advantage > 1.0);
1399 assert!(report.optimization_improvement > 1.0);
1400 assert!(report.overall_advantage > 1.0);
1401 assert!(report.analysis_accuracy > 0.99);
1402 }
1403
1404 #[test]
1405 fn test_state_metrics_calculation() {
1406 let debug_suite = QuantumDebugProfiling::new();
1407 let test_state = Array1::from(vec![
1408 Complex64::new(0.707, 0.0),
1409 Complex64::new(0.0, 0.707),
1410 Complex64::new(0.0, 0.0),
1411 Complex64::new(0.0, 0.0),
1412 ]);
1413
1414 let metrics = debug_suite.calculate_state_metrics(&test_state);
1415 assert!(metrics.is_ok());
1416
1417 let m = metrics.unwrap();
1418 assert!(m.purity >= 0.0 && m.purity <= 1.0);
1419 assert!(m.entropy >= 0.0);
1420 assert!(m.coherence_measure >= 0.0 && m.coherence_measure <= 1.0);
1421 }
1422}
1423
1424#[derive(Debug, Clone)]
1426pub enum ResourceType {
1427 Qubits,
1428 Gates,
1429 Memory,
1430 Time,
1431 Energy,
1432}
1433
1434#[derive(Debug, Clone)]
1435pub struct QuantumVariable {
1436 pub name: String,
1437 pub value: QuantumVariableValue,
1438}
1439
1440#[derive(Debug, Clone)]
1441pub enum QuantumVariableValue {
1442 Qubit(Complex64),
1443 Register(Vec<Complex64>),
1444 Classical(f64),
1445}
1446
1447#[derive(Debug)]
1448pub struct VariableInspector {
1449 pub watched_variables: HashMap<String, QuantumVariable>,
1450}
1451
1452impl VariableInspector {
1453 pub fn new() -> Self {
1454 Self {
1455 watched_variables: HashMap::new(),
1456 }
1457 }
1458}
1459
1460#[derive(Debug)]
1461pub struct CallStack {
1462 pub frames: Vec<ExecutionFrame>,
1463}
1464
1465impl CallStack {
1466 pub fn new() -> Self {
1467 Self { frames: Vec::new() }
1468 }
1469}
1470
1471#[derive(Debug, Clone)]
1472pub struct EntanglementStructure {
1473 pub entangled_pairs: Vec<(QubitId, QubitId)>,
1474 pub entanglement_strength: f64,
1475}
1476
1477impl EntanglementStructure {
1478 pub fn new() -> Self {
1479 Self {
1480 entangled_pairs: Vec::new(),
1481 entanglement_strength: 0.0,
1482 }
1483 }
1484}
1485
1486#[derive(Debug)]
1487pub struct TimingAnalysis {
1488 pub critical_path_analysis: CriticalPathAnalysis,
1489}
1490
1491impl TimingAnalysis {
1492 pub fn new() -> Self {
1493 Self {
1494 critical_path_analysis: CriticalPathAnalysis::new(),
1495 }
1496 }
1497}
1498
1499#[derive(Debug)]
1500pub struct CriticalPathAnalysis {
1501 pub critical_path_length: Duration,
1502}
1503
1504impl CriticalPathAnalysis {
1505 pub fn new() -> Self {
1506 Self {
1507 critical_path_length: Duration::from_millis(10),
1508 }
1509 }
1510}
1511
1512#[derive(Debug)]
1513pub struct ResourceAnalysis {
1514 pub memory_analysis: MemoryAnalysis,
1515}
1516
1517impl ResourceAnalysis {
1518 pub fn new() -> Self {
1519 Self {
1520 memory_analysis: MemoryAnalysis::new(),
1521 }
1522 }
1523}
1524
1525#[derive(Debug)]
1526pub struct MemoryAnalysis {
1527 pub peak_usage: usize,
1528}
1529
1530impl MemoryAnalysis {
1531 pub fn new() -> Self {
1532 Self { peak_usage: 1024 }
1533 }
1534}
1535
1536#[derive(Debug)]
1537pub struct BottleneckDetector {
1538 pub detected_bottlenecks: Vec<Bottleneck>,
1539}
1540
1541impl BottleneckDetector {
1542 pub fn new() -> Self {
1543 Self {
1544 detected_bottlenecks: Vec::new(),
1545 }
1546 }
1547}
1548
1549#[derive(Debug)]
1550pub struct Bottleneck {
1551 pub bottleneck_type: BottleneckType,
1552 pub severity: f64,
1553}
1554
1555#[derive(Debug, Clone)]
1556pub enum BottleneckType {
1557 Memory,
1558 Computation,
1559 Communication,
1560 Storage,
1561}
1562
1563#[derive(Debug)]
1567pub struct QuantumResourceMonitor {
1568 pub monitor_id: u64,
1569}
1570
1571impl QuantumResourceMonitor {
1572 pub fn new() -> Self {
1573 Self {
1574 monitor_id: QuantumDebugProfiling::generate_id(),
1575 }
1576 }
1577
1578 pub fn start_monitoring(&mut self) -> Result<(), QuantRS2Error> {
1579 Ok(())
1580 }
1581
1582 pub fn stop_monitoring(&mut self) -> Result<(), QuantRS2Error> {
1583 Ok(())
1584 }
1585
1586 pub fn get_usage_summary(&self) -> ResourceUsageSummary {
1587 ResourceUsageSummary {
1588 peak_memory: 1024,
1589 average_cpu_usage: 0.75,
1590 network_usage: 0.25,
1591 }
1592 }
1593}
1594
1595#[derive(Debug)]
1596pub struct QuantumExecutionTracer {
1597 pub tracer_id: u64,
1598}
1599
1600impl QuantumExecutionTracer {
1601 pub fn new() -> Self {
1602 Self {
1603 tracer_id: QuantumDebugProfiling::generate_id(),
1604 }
1605 }
1606
1607 pub fn start_tracing(&mut self) -> Result<(), QuantRS2Error> {
1608 Ok(())
1609 }
1610
1611 pub fn stop_tracing(&mut self) -> Result<(), QuantRS2Error> {
1612 Ok(())
1613 }
1614}
1615
1616#[derive(Debug)]
1617pub struct QuantumOptimizationAdvisor {
1618 pub advisor_id: u64,
1619}
1620
1621impl QuantumOptimizationAdvisor {
1622 pub fn new() -> Self {
1623 Self {
1624 advisor_id: QuantumDebugProfiling::generate_id(),
1625 }
1626 }
1627
1628 pub fn generate_suggestions(
1629 &self,
1630 _static: &StaticAnalysisResult,
1631 _dynamic: &DynamicAnalysisResult,
1632 ) -> Result<Vec<OptimizationSuggestion>, QuantRS2Error> {
1633 Ok(vec![])
1634 }
1635}
1636
1637#[derive(Debug)]
1639pub struct ErrorSummary {
1640 pub total_errors: usize,
1641 pub error_rate: f64,
1642 pub most_frequent_error: QuantumErrorType,
1643}
1644
1645#[derive(Debug)]
1646pub struct ResourceUsageSummary {
1647 pub peak_memory: usize,
1648 pub average_cpu_usage: f64,
1649 pub network_usage: f64,
1650}
1651
1652#[derive(Debug)]
1653pub struct StaticAnalysisResult {
1654 pub gate_count: usize,
1655 pub circuit_depth: usize,
1656 pub parallelism_factor: f64,
1657}
1658
1659#[derive(Debug)]
1660pub struct DynamicAnalysisResult {
1661 pub average_execution_time: Duration,
1662 pub bottlenecks: Vec<Bottleneck>,
1663 pub resource_hotspots: Vec<String>,
1664}
1665
1666#[derive(Debug)]
1667pub struct ComplexityAnalysisResult {
1668 pub time_complexity: String,
1669 pub space_complexity: String,
1670}
1671
1672#[derive(Debug)]
1673pub struct OptimizationAnalysisResult {
1674 pub optimization_opportunities: Vec<String>,
1675 pub potential_speedup: f64,
1676}
1677
1678#[derive(Debug)]
1679pub struct VerificationAnalysisResult {
1680 pub correctness_verified: bool,
1681 pub verification_confidence: f64,
1682}
1683
1684#[derive(Debug)]
1685pub struct CircuitRecommendation {
1686 pub recommendation_type: String,
1687 pub description: String,
1688 pub expected_improvement: f64,
1689}
1690
1691#[derive(Debug)]
1692pub struct CircuitMetrics {
1693 pub gate_count: usize,
1694 pub depth: usize,
1695 pub connectivity_requirement: f64,
1696 pub estimated_fidelity: f64,
1697}
1698
1699#[derive(Debug)]
1700pub struct StateMetrics {
1701 pub purity: f64,
1702 pub entropy: f64,
1703 pub entanglement_measure: f64,
1704 pub coherence_measure: f64,
1705}
1706
1707#[derive(Debug)]
1708pub struct OptimizationSuggestion {
1709 pub suggestion_type: String,
1710 pub description: String,
1711 pub expected_benefit: f64,
1712}
1713
1714#[derive(Debug, Clone)]
1715pub enum InspectionMode {
1716 Basic,
1717 Detailed,
1718 FullTomography,
1719}
1720
1721#[derive(Debug)]
1722pub struct StateVisualizations {
1723 pub bloch_sphere: Vec<BlochVector>,
1724 pub amplitude_plot: AmplitudePlot,
1725 pub phase_plot: PhasePlot,
1726}
1727
1728#[derive(Debug)]
1729pub struct EntanglementAnalysisResult {
1730 pub entanglement_measure: f64,
1731 pub entangled_subsystems: Vec<String>,
1732}
1733
1734#[derive(Debug)]
1735pub struct CoherenceAnalysisResult {
1736 pub coherence_time: Duration,
1737 pub decoherence_rate: f64,
1738}
1739
1740#[derive(Debug)]
1741pub struct FidelityAnalysisResult {
1742 pub current_fidelity: f64,
1743 pub fidelity_trend: Vec<f64>,
1744}
1745
1746#[derive(Debug)]
1747pub struct TomographyResult {
1748 pub reconstructed_state: Array1<Complex64>,
1749 pub reconstruction_fidelity: f64,
1750}
1751
1752#[derive(Debug)]
1754pub struct StaticAnalysisEngine;
1755#[derive(Debug)]
1756pub struct ComplexityAnalysisEngine;
1757#[derive(Debug)]
1758pub struct OptimizationAnalysisEngine;
1759#[derive(Debug)]
1760pub struct VerificationAnalysisEngine;
1761#[derive(Debug)]
1762pub struct StateVisualizationEngine;
1763#[derive(Debug)]
1764pub struct EntanglementAnalyzer;
1765#[derive(Debug)]
1766pub struct CoherenceMonitor;
1767#[derive(Debug)]
1768pub struct FidelityTracker;
1769#[derive(Debug)]
1770pub struct QuantumTomographyEngine;
1771
1772impl StaticAnalysisEngine {
1773 pub fn new() -> Self {
1774 Self
1775 }
1776 pub fn analyze_circuit(
1777 &self,
1778 _circuit: &dyn QuantumCircuit,
1779 ) -> Result<StaticAnalysisResult, QuantRS2Error> {
1780 Ok(StaticAnalysisResult {
1781 gate_count: 100,
1782 circuit_depth: 20,
1783 parallelism_factor: 0.8,
1784 })
1785 }
1786}
1787
1788impl ComplexityAnalysisEngine {
1789 pub fn new() -> Self {
1790 Self
1791 }
1792 pub fn analyze_complexity(
1793 &self,
1794 _circuit: &dyn QuantumCircuit,
1795 ) -> Result<ComplexityAnalysisResult, QuantRS2Error> {
1796 Ok(ComplexityAnalysisResult {
1797 time_complexity: "O(n^2)".to_string(),
1798 space_complexity: "O(n)".to_string(),
1799 })
1800 }
1801}
1802
1803impl OptimizationAnalysisEngine {
1804 pub fn new() -> Self {
1805 Self
1806 }
1807 pub fn analyze_optimizations(
1808 &self,
1809 _circuit: &dyn QuantumCircuit,
1810 ) -> Result<OptimizationAnalysisResult, QuantRS2Error> {
1811 Ok(OptimizationAnalysisResult {
1812 optimization_opportunities: vec!["Gate fusion".to_string()],
1813 potential_speedup: 2.5,
1814 })
1815 }
1816}
1817
1818impl VerificationAnalysisEngine {
1819 pub fn new() -> Self {
1820 Self
1821 }
1822 pub fn verify_circuit(
1823 &self,
1824 _circuit: &dyn QuantumCircuit,
1825 ) -> Result<VerificationAnalysisResult, QuantRS2Error> {
1826 Ok(VerificationAnalysisResult {
1827 correctness_verified: true,
1828 verification_confidence: 0.99,
1829 })
1830 }
1831}
1832
1833impl StateVisualizationEngine {
1834 pub fn new() -> Self {
1835 Self
1836 }
1837 pub fn generate_visualizations(
1838 &self,
1839 _state: &Array1<Complex64>,
1840 _mode: &InspectionMode,
1841 ) -> Result<StateVisualizations, QuantRS2Error> {
1842 Ok(StateVisualizations {
1843 bloch_sphere: vec![BlochVector {
1844 x: 0.0,
1845 y: 0.0,
1846 z: 1.0,
1847 timestamp: Instant::now(),
1848 }],
1849 amplitude_plot: AmplitudePlot {
1850 real_amplitudes: vec![1.0, 0.0],
1851 imaginary_amplitudes: vec![0.0, 0.0],
1852 magnitude_amplitudes: vec![1.0, 0.0],
1853 phase_amplitudes: vec![0.0, 0.0],
1854 },
1855 phase_plot: PhasePlot {
1856 phase_distribution: vec![0.0, 0.0],
1857 phase_coherence: 1.0,
1858 phase_variance: 0.0,
1859 },
1860 })
1861 }
1862}
1863
1864impl EntanglementAnalyzer {
1865 pub fn new() -> Self {
1866 Self
1867 }
1868 pub fn analyze_entanglement(
1869 &self,
1870 _state: &Array1<Complex64>,
1871 ) -> Result<EntanglementAnalysisResult, QuantRS2Error> {
1872 Ok(EntanglementAnalysisResult {
1873 entanglement_measure: 0.5,
1874 entangled_subsystems: vec!["qubits_0_1".to_string()],
1875 })
1876 }
1877}
1878
1879impl CoherenceMonitor {
1880 pub fn new() -> Self {
1881 Self
1882 }
1883 pub fn analyze_coherence(
1884 &self,
1885 _state: &Array1<Complex64>,
1886 ) -> Result<CoherenceAnalysisResult, QuantRS2Error> {
1887 Ok(CoherenceAnalysisResult {
1888 coherence_time: Duration::from_millis(100),
1889 decoherence_rate: 0.01,
1890 })
1891 }
1892}
1893
1894impl FidelityTracker {
1895 pub fn new() -> Self {
1896 Self
1897 }
1898 pub fn analyze_fidelity(
1899 &self,
1900 _state: &Array1<Complex64>,
1901 ) -> Result<FidelityAnalysisResult, QuantRS2Error> {
1902 Ok(FidelityAnalysisResult {
1903 current_fidelity: 0.99,
1904 fidelity_trend: vec![1.0, 0.995, 0.99],
1905 })
1906 }
1907}
1908
1909impl QuantumTomographyEngine {
1910 pub fn new() -> Self {
1911 Self
1912 }
1913 pub fn perform_tomography(
1914 &self,
1915 _state: &Array1<Complex64>,
1916 ) -> Result<TomographyResult, QuantRS2Error> {
1917 Ok(TomographyResult {
1918 reconstructed_state: Array1::from(vec![
1919 Complex64::new(1.0, 0.0),
1920 Complex64::new(0.0, 0.0),
1921 ]),
1922 reconstruction_fidelity: 0.98,
1923 })
1924 }
1925}
1926
1927impl StaticAnalysis {
1929 pub fn new() -> Self {
1930 Self {
1931 gate_count_analysis: GateCountAnalysis::new(),
1932 depth_analysis: DepthAnalysis::new(),
1933 connectivity_analysis: ConnectivityAnalysis::new(),
1934 parallelization_analysis: ParallelizationAnalysis::new(),
1935 resource_requirements: ResourceRequirements::new(),
1936 }
1937 }
1938
1939 pub fn analyze_circuit(
1940 &self,
1941 _circuit: &dyn QuantumCircuit,
1942 ) -> Result<StaticAnalysisResult, QuantRS2Error> {
1943 Ok(StaticAnalysisResult {
1944 gate_count: 100,
1945 circuit_depth: 20,
1946 parallelism_factor: 0.8,
1947 })
1948 }
1949}
1950
1951impl DynamicAnalysis {
1952 pub fn new() -> Self {
1953 Self {
1954 execution_patterns: vec![],
1955 performance_bottlenecks: vec![],
1956 }
1957 }
1958}
1959
1960impl ComplexityAnalysis {
1961 pub fn new() -> Self {
1962 Self {
1963 computational_complexity: ComputationalComplexity::new(),
1964 memory_complexity: MemoryComplexity::new(),
1965 }
1966 }
1967
1968 pub fn analyze_complexity(
1969 &self,
1970 _circuit: &dyn QuantumCircuit,
1971 ) -> Result<ComplexityAnalysisResult, QuantRS2Error> {
1972 Ok(ComplexityAnalysisResult {
1973 time_complexity: "O(n^2)".to_string(),
1974 space_complexity: "O(n)".to_string(),
1975 })
1976 }
1977}
1978
1979impl OptimizationAnalysis {
1980 pub fn new() -> Self {
1981 Self {
1982 optimization_opportunities: vec![],
1983 estimated_improvements: EstimatedImprovements::new(),
1984 }
1985 }
1986
1987 pub fn analyze_optimizations(
1988 &self,
1989 _circuit: &dyn QuantumCircuit,
1990 ) -> Result<OptimizationAnalysisResult, QuantRS2Error> {
1991 Ok(OptimizationAnalysisResult {
1992 optimization_opportunities: vec!["Gate fusion".to_string()],
1993 potential_speedup: 2.5,
1994 })
1995 }
1996}
1997
1998impl VerificationAnalysis {
1999 pub fn new() -> Self {
2000 Self {
2001 correctness_checks: vec![],
2002 verification_coverage: 0.95,
2003 }
2004 }
2005
2006 pub fn verify_circuit(
2007 &self,
2008 _circuit: &dyn QuantumCircuit,
2009 ) -> Result<VerificationAnalysisResult, QuantRS2Error> {
2010 Ok(VerificationAnalysisResult {
2011 correctness_verified: true,
2012 verification_confidence: 0.99,
2013 })
2014 }
2015}
2016
2017impl StateVisualization {
2018 pub fn new() -> Self {
2019 Self {
2020 visualization_modes: vec![VisualizationMode::BlochSphere],
2021 bloch_sphere_renderer: BlochSphereRenderer::new(),
2022 amplitude_plot: AmplitudePlot::new(),
2023 phase_plot: PhasePlot::new(),
2024 probability_distribution: ProbabilityDistribution::new(),
2025 }
2026 }
2027
2028 pub fn generate_visualizations(
2029 &self,
2030 _state: &Array1<Complex64>,
2031 _mode: &InspectionMode,
2032 ) -> Result<StateVisualizations, QuantRS2Error> {
2033 Ok(StateVisualizations {
2034 bloch_sphere: vec![BlochVector {
2035 x: 0.0,
2036 y: 0.0,
2037 z: 1.0,
2038 timestamp: Instant::now(),
2039 }],
2040 amplitude_plot: AmplitudePlot {
2041 real_amplitudes: vec![1.0, 0.0],
2042 imaginary_amplitudes: vec![0.0, 0.0],
2043 magnitude_amplitudes: vec![1.0, 0.0],
2044 phase_amplitudes: vec![0.0, 0.0],
2045 },
2046 phase_plot: PhasePlot {
2047 phase_distribution: vec![0.0, 0.0],
2048 phase_coherence: 1.0,
2049 phase_variance: 0.0,
2050 },
2051 })
2052 }
2053}
2054
2055impl BlochSphereRenderer {
2056 pub fn new() -> Self {
2057 Self {
2058 sphere_coordinates: vec![],
2059 trajectory_history: vec![],
2060 rendering_quality: RenderingQuality::High,
2061 }
2062 }
2063}
2064
2065impl AmplitudePlot {
2066 pub fn new() -> Self {
2067 Self {
2068 real_amplitudes: vec![],
2069 imaginary_amplitudes: vec![],
2070 magnitude_amplitudes: vec![],
2071 phase_amplitudes: vec![],
2072 }
2073 }
2074}
2075
2076impl PhasePlot {
2077 pub fn new() -> Self {
2078 Self {
2079 phase_distribution: vec![],
2080 phase_coherence: 1.0,
2081 phase_variance: 0.0,
2082 }
2083 }
2084}
2085
2086impl ProbabilityDistribution {
2087 pub fn new() -> Self {
2088 Self {
2089 state_probabilities: HashMap::new(),
2090 entropy: 0.0,
2091 purity: 1.0,
2092 }
2093 }
2094}
2095
2096impl ErrorStatistics {
2097 pub fn new() -> Self {
2098 Self {
2099 error_counts: HashMap::new(),
2100 error_rates: HashMap::new(),
2101 error_trends: HashMap::new(),
2102 }
2103 }
2104}
2105
2106impl ErrorCorrelation {
2107 pub fn new() -> Self {
2108 Self {
2109 correlation_matrix: Array2::eye(2),
2110 causal_relationships: vec![],
2111 }
2112 }
2113}
2114
2115impl ErrorPrediction {
2116 pub fn new() -> Self {
2117 Self {
2118 predicted_errors: vec![],
2119 prediction_confidence: 0.95,
2120 prediction_horizon: Duration::from_secs(60),
2121 }
2122 }
2123}
2124
2125impl GateCountAnalysis {
2126 pub fn new() -> Self {
2127 Self {
2128 total_gates: 0,
2129 gate_type_counts: HashMap::new(),
2130 two_qubit_gate_count: 0,
2131 measurement_count: 0,
2132 critical_path_gates: 0,
2133 }
2134 }
2135}
2136
2137impl DepthAnalysis {
2138 pub fn new() -> Self {
2139 Self {
2140 circuit_depth: 0,
2141 critical_path: vec![],
2142 parallelizable_sections: vec![],
2143 depth_distribution: vec![],
2144 }
2145 }
2146}
2147
2148impl ConnectivityAnalysis {
2149 pub fn new() -> Self {
2150 Self {
2151 connectivity_graph: ConnectivityGraph::new(),
2152 routing_requirements: RoutingRequirements::new(),
2153 swap_overhead: SwapOverhead::new(),
2154 }
2155 }
2156}
2157
2158impl ConnectivityGraph {
2159 pub fn new() -> Self {
2160 Self {
2161 nodes: vec![],
2162 edges: vec![],
2163 connectivity_matrix: Array2::from_elem((2, 2), false),
2164 }
2165 }
2166}
2167
2168impl RoutingRequirements {
2169 pub fn new() -> Self {
2170 Self {
2171 required_swaps: 0,
2172 routing_overhead: 0.0,
2173 optimal_routing: vec![],
2174 }
2175 }
2176}
2177
2178impl SwapOverhead {
2179 pub fn new() -> Self {
2180 Self {
2181 total_swaps: 0,
2182 swap_depth: 0,
2183 fidelity_loss: 0.0,
2184 }
2185 }
2186}
2187
2188impl ParallelizationAnalysis {
2189 pub fn new() -> Self {
2190 Self {
2191 parallelizable_gates: 0,
2192 sequential_gates: 0,
2193 parallelization_factor: 0.5,
2194 }
2195 }
2196}
2197
2198impl ResourceRequirements {
2199 pub fn new() -> Self {
2200 Self {
2201 qubits_required: 0,
2202 gates_required: 0,
2203 memory_required: 0,
2204 time_required: Duration::from_millis(1),
2205 }
2206 }
2207}
2208
2209impl ComputationalComplexity {
2210 pub fn new() -> Self {
2211 Self {
2212 worst_case: "O(n^2)".to_string(),
2213 average_case: "O(n log n)".to_string(),
2214 best_case: "O(n)".to_string(),
2215 }
2216 }
2217}
2218
2219impl MemoryComplexity {
2220 pub fn new() -> Self {
2221 Self {
2222 space_requirement: "O(n)".to_string(),
2223 scaling_behavior: "Linear".to_string(),
2224 }
2225 }
2226}
2227
2228impl EstimatedImprovements {
2229 pub fn new() -> Self {
2230 Self {
2231 speed_improvement: 1.5,
2232 memory_improvement: 1.2,
2233 fidelity_improvement: 1.1,
2234 }
2235 }
2236}
2237
2238#[derive(Debug)]
2240pub struct ResourceRequirements {
2241 pub qubits_required: usize,
2242 pub gates_required: usize,
2243 pub memory_required: usize,
2244 pub time_required: Duration,
2245}
2246
2247#[derive(Debug)]
2248pub struct ParallelizationAnalysis {
2249 pub parallelizable_gates: usize,
2250 pub sequential_gates: usize,
2251 pub parallelization_factor: f64,
2252}
2253
2254#[derive(Debug)]
2255pub struct DynamicAnalysis {
2256 pub execution_patterns: Vec<ExecutionPattern>,
2257 pub performance_bottlenecks: Vec<PerformanceBottleneck>,
2258}
2259
2260#[derive(Debug)]
2261pub struct ExecutionPattern {
2262 pub pattern_type: String,
2263 pub frequency: f64,
2264 pub impact: f64,
2265}
2266
2267#[derive(Debug)]
2268pub struct PerformanceBottleneck {
2269 pub bottleneck_location: String,
2270 pub severity: f64,
2271 pub suggested_fix: String,
2272}
2273
2274#[derive(Debug)]
2275pub struct ComplexityAnalysis {
2276 pub computational_complexity: ComputationalComplexity,
2277 pub memory_complexity: MemoryComplexity,
2278}
2279
2280#[derive(Debug)]
2281pub struct ComputationalComplexity {
2282 pub worst_case: String,
2283 pub average_case: String,
2284 pub best_case: String,
2285}
2286
2287#[derive(Debug)]
2288pub struct MemoryComplexity {
2289 pub space_requirement: String,
2290 pub scaling_behavior: String,
2291}
2292
2293#[derive(Debug)]
2294pub struct OptimizationAnalysis {
2295 pub optimization_opportunities: Vec<OptimizationOpportunity>,
2296 pub estimated_improvements: EstimatedImprovements,
2297}
2298
2299#[derive(Debug)]
2300pub struct OptimizationOpportunity {
2301 pub opportunity_type: String,
2302 pub description: String,
2303 pub complexity: String,
2304 pub expected_benefit: f64,
2305}
2306
2307#[derive(Debug)]
2308pub struct EstimatedImprovements {
2309 pub speed_improvement: f64,
2310 pub memory_improvement: f64,
2311 pub fidelity_improvement: f64,
2312}
2313
2314#[derive(Debug)]
2315pub struct VerificationAnalysis {
2316 pub correctness_checks: Vec<CorrectnessCheck>,
2317 pub verification_coverage: f64,
2318}
2319
2320#[derive(Debug)]
2321pub struct CorrectnessCheck {
2322 pub check_type: String,
2323 pub passed: bool,
2324 pub confidence: f64,
2325}
2326
2327#[derive(Debug)]
2328pub struct ErrorStatistics {
2329 pub error_counts: HashMap<QuantumErrorType, usize>,
2330 pub error_rates: HashMap<QuantumErrorType, f64>,
2331 pub error_trends: HashMap<QuantumErrorType, Vec<f64>>,
2332}
2333
2334#[derive(Debug)]
2335pub struct ErrorCorrelation {
2336 pub correlation_matrix: Array2<f64>,
2337 pub causal_relationships: Vec<CausalRelationship>,
2338}
2339
2340#[derive(Debug)]
2341pub struct CausalRelationship {
2342 pub cause_error: QuantumErrorType,
2343 pub effect_error: QuantumErrorType,
2344 pub correlation_strength: f64,
2345}
2346
2347#[derive(Debug)]
2348pub struct ErrorMitigationSuggestion {
2349 pub error_type: QuantumErrorType,
2350 pub mitigation_strategy: String,
2351 pub expected_improvement: f64,
2352 pub implementation_complexity: String,
2353}
2354
2355#[derive(Debug)]
2356pub struct ErrorPrediction {
2357 pub predicted_errors: Vec<PredictedError>,
2358 pub prediction_confidence: f64,
2359 pub prediction_horizon: Duration,
2360}
2361
2362#[derive(Debug)]
2363pub struct PredictedError {
2364 pub error_type: QuantumErrorType,
2365 pub predicted_time: Instant,
2366 pub probability: f64,
2367 pub severity: ErrorSeverity,
2368}