quantrs2_core/
real_time_compilation.rs

1//! Real-Time Quantum Compilation
2//!
3//! Just-in-time compilation of quantum gates during execution with
4//! adaptive optimization and hardware-specific targeting.
5
6use crate::error::QuantRS2Error;
7use crate::gate::GateOp;
8use crate::qubit::QubitId;
9use scirs2_core::ndarray::Array2;
10use scirs2_core::Complex64;
11use std::collections::HashMap;
12use std::sync::{Arc, Mutex, RwLock};
13use std::time::{Duration, Instant};
14use tokio::sync::oneshot;
15use uuid::Uuid;
16
17fn generate_uuid() -> Uuid {
18    Uuid::new_v4()
19}
20
21/// Real-time quantum compiler
22#[derive(Debug)]
23pub struct RealTimeQuantumCompiler {
24    pub compiler_id: Uuid,
25    pub compilation_cache: Arc<RwLock<CompilationCache>>,
26    pub hardware_targets: Vec<Arc<dyn HardwareTarget>>,
27    pub optimization_pipeline: OptimizationPipeline,
28    pub compilation_queue: Arc<Mutex<Vec<CompilationTask>>>,
29    pub active_compilations: Arc<Mutex<HashMap<Uuid, CompilationContext>>>,
30    pub performance_monitor: PerformanceMonitor,
31}
32
33/// Hardware target abstraction
34pub trait HardwareTarget: Send + Sync + std::fmt::Debug {
35    fn target_name(&self) -> &str;
36    fn native_gates(&self) -> Vec<String>;
37    fn qubit_connectivity(&self) -> Vec<(usize, usize)>;
38    fn gate_fidelities(&self) -> HashMap<String, f64>;
39    fn gate_times(&self) -> HashMap<String, Duration>;
40    fn coherence_times(&self) -> Vec<Duration>;
41    fn compile_gate(
42        &self,
43        gate: &dyn GateOp,
44        context: &CompilationContext,
45    ) -> Result<CompiledGate, QuantRS2Error>;
46    fn optimize_circuit(
47        &self,
48        circuit: &[CompiledGate],
49    ) -> Result<Vec<CompiledGate>, QuantRS2Error>;
50}
51
52#[derive(Debug)]
53pub struct CompilationTask {
54    pub task_id: Uuid,
55    pub gate: Box<dyn GateOp>,
56    pub target_hardware: String,
57    pub optimization_level: OptimizationLevel,
58    pub deadline: Option<Instant>,
59    pub priority: CompilationPriority,
60    pub response_channel: Option<oneshot::Sender<Result<CompiledGate, QuantRS2Error>>>,
61}
62
63#[derive(Debug, Clone)]
64pub struct CompilationContext {
65    pub target_hardware: String,
66    pub qubit_mapping: HashMap<QubitId, usize>,
67    pub gate_sequence: Vec<CompiledGate>,
68    pub current_fidelity: f64,
69    pub compilation_time: Duration,
70    pub optimization_hints: Vec<OptimizationHint>,
71}
72
73#[derive(Debug, Clone)]
74pub enum OptimizationLevel {
75    None,
76    Basic,
77    Aggressive,
78    Adaptive,
79}
80
81#[derive(Debug, Clone, PartialEq, Eq, PartialOrd, Ord)]
82pub enum CompilationPriority {
83    Low = 0,
84    Normal = 1,
85    High = 2,
86    Critical = 3,
87}
88
89#[derive(Debug, Clone, PartialEq)]
90pub enum OptimizationHint {
91    MinimizeDepth,
92    MinimizeGateCount,
93    MaximizeFidelity,
94    OptimizeForLatency,
95    PreserveTiming,
96}
97
98impl RealTimeQuantumCompiler {
99    /// Create a new real-time quantum compiler
100    pub fn new() -> Self {
101        Self {
102            compiler_id: Uuid::new_v4(),
103            compilation_cache: Arc::new(RwLock::new(CompilationCache::new(10000))),
104            hardware_targets: Vec::new(),
105            optimization_pipeline: OptimizationPipeline::new(),
106            compilation_queue: Arc::new(Mutex::new(Vec::new())),
107            active_compilations: Arc::new(Mutex::new(HashMap::new())),
108            performance_monitor: PerformanceMonitor::new(),
109        }
110    }
111
112    /// Add a hardware target
113    pub fn add_hardware_target(&mut self, target: Arc<dyn HardwareTarget>) {
114        self.hardware_targets.push(target);
115    }
116
117    /// Compile a gate for real-time execution
118    pub async fn compile_gate_realtime(
119        &self,
120        gate: Box<dyn GateOp>,
121        target_hardware: String,
122        optimization_level: OptimizationLevel,
123        deadline: Option<Duration>,
124    ) -> Result<CompiledGate, QuantRS2Error> {
125        let task_id = generate_uuid();
126        let start_time = Instant::now();
127
128        // Check cache first
129        if let Some(cached_result) =
130            self.check_cache(gate.as_ref(), &target_hardware, &optimization_level)
131        {
132            self.performance_monitor
133                .record_cache_hit(start_time.elapsed());
134            return Ok(cached_result);
135        }
136
137        // Create compilation context
138        let context = CompilationContext {
139            target_hardware: target_hardware.clone(),
140            qubit_mapping: self.create_qubit_mapping(gate.as_ref())?,
141            gate_sequence: Vec::new(),
142            current_fidelity: 1.0,
143            compilation_time: Duration::ZERO,
144            optimization_hints: self.infer_optimization_hints(gate.as_ref(), &optimization_level),
145        };
146
147        // Register active compilation
148        {
149            let mut active = self.active_compilations.lock().unwrap();
150            active.insert(task_id, context.clone());
151        }
152
153        // Find target hardware
154        let hardware = self.find_hardware_target(&target_hardware)?;
155
156        // Perform compilation
157        let compilation_result = self
158            .perform_compilation(
159                gate.as_ref(),
160                &hardware,
161                &context,
162                &optimization_level,
163                deadline.map(|d| start_time + d),
164            )
165            .await;
166
167        // Remove from active compilations
168        {
169            let mut active = self.active_compilations.lock().unwrap();
170            active.remove(&task_id);
171        }
172
173        match compilation_result {
174            Ok(compiled_gate) => {
175                // Cache the result
176                self.cache_compilation_result(
177                    gate.as_ref(),
178                    &target_hardware,
179                    &optimization_level,
180                    &compiled_gate,
181                );
182
183                // Record performance metrics
184                self.performance_monitor.record_compilation_success(
185                    start_time.elapsed(),
186                    compiled_gate.estimated_fidelity,
187                    compiled_gate.gate_sequence.len(),
188                );
189
190                Ok(compiled_gate)
191            }
192            Err(e) => {
193                self.performance_monitor
194                    .record_compilation_failure(start_time.elapsed());
195                Err(e)
196            }
197        }
198    }
199
200    /// Check compilation cache
201    fn check_cache(
202        &self,
203        gate: &dyn GateOp,
204        target_hardware: &str,
205        optimization_level: &OptimizationLevel,
206    ) -> Option<CompiledGate> {
207        let cache_key = self.generate_cache_key(gate, target_hardware, optimization_level);
208        let cache = self.compilation_cache.read().unwrap();
209        cache.get(&cache_key).cloned()
210    }
211
212    /// Cache compilation result
213    fn cache_compilation_result(
214        &self,
215        gate: &dyn GateOp,
216        target_hardware: &str,
217        optimization_level: &OptimizationLevel,
218        compiled_gate: &CompiledGate,
219    ) {
220        let cache_key = self.generate_cache_key(gate, target_hardware, optimization_level);
221        let mut cache = self.compilation_cache.write().unwrap();
222        cache.insert(cache_key, compiled_gate.clone());
223    }
224
225    /// Generate cache key for a compilation
226    fn generate_cache_key(
227        &self,
228        gate: &dyn GateOp,
229        target_hardware: &str,
230        optimization_level: &OptimizationLevel,
231    ) -> String {
232        use std::collections::hash_map::DefaultHasher;
233        use std::hash::{Hash, Hasher};
234
235        let mut hasher = DefaultHasher::new();
236        gate.name().hash(&mut hasher);
237        gate.qubits().hash(&mut hasher);
238        target_hardware.hash(&mut hasher);
239
240        match optimization_level {
241            OptimizationLevel::None => "none".hash(&mut hasher),
242            OptimizationLevel::Basic => "basic".hash(&mut hasher),
243            OptimizationLevel::Aggressive => "aggressive".hash(&mut hasher),
244            OptimizationLevel::Adaptive => "adaptive".hash(&mut hasher),
245        }
246
247        format!("{}_{}", target_hardware, hasher.finish())
248    }
249
250    /// Create qubit mapping for gate
251    fn create_qubit_mapping(
252        &self,
253        gate: &dyn GateOp,
254    ) -> Result<HashMap<QubitId, usize>, QuantRS2Error> {
255        let mut mapping = HashMap::new();
256        for (index, &qubit_id) in gate.qubits().iter().enumerate() {
257            mapping.insert(qubit_id, index);
258        }
259        Ok(mapping)
260    }
261
262    /// Infer optimization hints from gate and level
263    fn infer_optimization_hints(
264        &self,
265        gate: &dyn GateOp,
266        level: &OptimizationLevel,
267    ) -> Vec<OptimizationHint> {
268        let mut hints = Vec::new();
269
270        match level {
271            OptimizationLevel::None => {}
272            OptimizationLevel::Basic => {
273                hints.push(OptimizationHint::MinimizeGateCount);
274            }
275            OptimizationLevel::Aggressive => {
276                hints.push(OptimizationHint::MinimizeDepth);
277                hints.push(OptimizationHint::MaximizeFidelity);
278            }
279            OptimizationLevel::Adaptive => {
280                // Adaptive hints based on gate type
281                if gate.qubits().len() > 2 {
282                    hints.push(OptimizationHint::MinimizeDepth);
283                } else {
284                    hints.push(OptimizationHint::MaximizeFidelity);
285                }
286            }
287        }
288
289        hints
290    }
291
292    /// Find hardware target by name
293    fn find_hardware_target(
294        &self,
295        target_name: &str,
296    ) -> Result<Arc<dyn HardwareTarget>, QuantRS2Error> {
297        self.hardware_targets
298            .iter()
299            .find(|target| target.target_name() == target_name)
300            .cloned()
301            .ok_or_else(|| QuantRS2Error::HardwareTargetNotFound(target_name.to_string()))
302    }
303
304    /// Perform the actual compilation
305    async fn perform_compilation(
306        &self,
307        gate: &dyn GateOp,
308        hardware: &Arc<dyn HardwareTarget>,
309        context: &CompilationContext,
310        optimization_level: &OptimizationLevel,
311        deadline: Option<Instant>,
312    ) -> Result<CompiledGate, QuantRS2Error> {
313        let start_time = Instant::now();
314
315        // Check deadline
316        if let Some(deadline) = deadline {
317            if Instant::now() > deadline {
318                return Err(QuantRS2Error::CompilationTimeout(
319                    "Deadline exceeded before compilation".to_string(),
320                ));
321            }
322        }
323
324        // Step 1: Initial compilation
325        let mut compiled_gate = hardware.compile_gate(gate, context)?;
326
327        // Step 2: Apply optimizations based on level
328        match optimization_level {
329            OptimizationLevel::None => {
330                // No optimization
331            }
332            OptimizationLevel::Basic => {
333                compiled_gate =
334                    self.apply_basic_optimizations(compiled_gate, hardware, deadline)?;
335            }
336            OptimizationLevel::Aggressive => {
337                compiled_gate = self
338                    .apply_aggressive_optimizations(compiled_gate, hardware, deadline)
339                    .await?;
340            }
341            OptimizationLevel::Adaptive => {
342                compiled_gate = self
343                    .apply_adaptive_optimizations(compiled_gate, hardware, context, deadline)
344                    .await?;
345            }
346        }
347
348        // Step 3: Final validation and timing estimation
349        compiled_gate.compilation_time = start_time.elapsed();
350        compiled_gate.estimated_execution_time =
351            self.estimate_execution_time(&compiled_gate, hardware);
352
353        Ok(compiled_gate)
354    }
355
356    /// Apply basic optimizations
357    fn apply_basic_optimizations(
358        &self,
359        mut compiled_gate: CompiledGate,
360        _hardware: &Arc<dyn HardwareTarget>,
361        deadline: Option<Instant>,
362    ) -> Result<CompiledGate, QuantRS2Error> {
363        // Basic gate fusion
364        compiled_gate.gate_sequence = self.fuse_adjacent_gates(&compiled_gate.gate_sequence)?;
365
366        // Remove redundant gates
367        compiled_gate.gate_sequence = self.remove_redundant_gates(&compiled_gate.gate_sequence)?;
368
369        // Check deadline
370        if let Some(deadline) = deadline {
371            if Instant::now() > deadline {
372                return Err(QuantRS2Error::CompilationTimeout(
373                    "Deadline exceeded during basic optimization".to_string(),
374                ));
375            }
376        }
377
378        Ok(compiled_gate)
379    }
380
381    /// Apply aggressive optimizations
382    async fn apply_aggressive_optimizations(
383        &self,
384        mut compiled_gate: CompiledGate,
385        hardware: &Arc<dyn HardwareTarget>,
386        deadline: Option<Instant>,
387    ) -> Result<CompiledGate, QuantRS2Error> {
388        // Start with basic optimizations
389        compiled_gate = self.apply_basic_optimizations(compiled_gate, hardware, deadline)?;
390
391        // Advanced circuit optimizations
392        compiled_gate.gate_sequence = self.optimize_circuit_depth(&compiled_gate.gate_sequence)?;
393        compiled_gate.gate_sequence =
394            self.optimize_for_hardware_connectivity(&compiled_gate.gate_sequence, hardware)?;
395
396        // Fidelity optimization
397        compiled_gate = self.optimize_for_fidelity(compiled_gate, hardware)?;
398
399        // Check deadline
400        if let Some(deadline) = deadline {
401            if Instant::now() > deadline {
402                return Err(QuantRS2Error::CompilationTimeout(
403                    "Deadline exceeded during aggressive optimization".to_string(),
404                ));
405            }
406        }
407
408        Ok(compiled_gate)
409    }
410
411    /// Apply adaptive optimizations based on context
412    async fn apply_adaptive_optimizations(
413        &self,
414        mut compiled_gate: CompiledGate,
415        hardware: &Arc<dyn HardwareTarget>,
416        context: &CompilationContext,
417        deadline: Option<Instant>,
418    ) -> Result<CompiledGate, QuantRS2Error> {
419        // Analyze current performance metrics
420        let current_metrics = self.performance_monitor.get_current_metrics();
421
422        // Decide optimization strategy based on metrics and hints
423        if current_metrics.average_compilation_time > Duration::from_millis(100) {
424            // Fast compilation path
425            compiled_gate = self.apply_basic_optimizations(compiled_gate, hardware, deadline)?;
426        } else if context
427            .optimization_hints
428            .contains(&OptimizationHint::MaximizeFidelity)
429        {
430            // Fidelity-focused optimization
431            compiled_gate = self.optimize_for_fidelity(compiled_gate, hardware)?;
432        } else {
433            // Balanced optimization
434            compiled_gate = self
435                .apply_aggressive_optimizations(compiled_gate, hardware, deadline)
436                .await?;
437        }
438
439        Ok(compiled_gate)
440    }
441
442    /// Fuse adjacent gates where possible
443    fn fuse_adjacent_gates(&self, gates: &[NativeGate]) -> Result<Vec<NativeGate>, QuantRS2Error> {
444        let mut fused_gates = Vec::new();
445        let mut i = 0;
446
447        while i < gates.len() {
448            let current_gate = &gates[i];
449
450            // Look for fusable adjacent gate
451            if i + 1 < gates.len() {
452                let next_gate = &gates[i + 1];
453
454                if self.can_fuse_gates(current_gate, next_gate) {
455                    // Fuse the gates
456                    let fused_gate = self.fuse_two_gates(current_gate, next_gate)?;
457                    fused_gates.push(fused_gate);
458                    i += 2; // Skip next gate as it's been fused
459                    continue;
460                }
461            }
462
463            // No fusion possible, add gate as-is
464            fused_gates.push(current_gate.clone());
465            i += 1;
466        }
467
468        Ok(fused_gates)
469    }
470
471    /// Check if two gates can be fused
472    fn can_fuse_gates(&self, gate1: &NativeGate, gate2: &NativeGate) -> bool {
473        // Simple fusion rules - can be extended
474        match (&gate1.gate_type, &gate2.gate_type) {
475            (NativeGateType::RZ(_), NativeGateType::RZ(_)) => {
476                // RZ gates on same qubit can be fused
477                gate1.target_qubits == gate2.target_qubits
478            }
479            (NativeGateType::RX(_), NativeGateType::RX(_)) => {
480                gate1.target_qubits == gate2.target_qubits
481            }
482            (NativeGateType::RY(_), NativeGateType::RY(_)) => {
483                gate1.target_qubits == gate2.target_qubits
484            }
485            _ => false,
486        }
487    }
488
489    /// Fuse two compatible gates
490    fn fuse_two_gates(
491        &self,
492        gate1: &NativeGate,
493        gate2: &NativeGate,
494    ) -> Result<NativeGate, QuantRS2Error> {
495        match (&gate1.gate_type, &gate2.gate_type) {
496            (NativeGateType::RZ(angle1), NativeGateType::RZ(angle2)) => Ok(NativeGate {
497                gate_type: NativeGateType::RZ(angle1 + angle2),
498                target_qubits: gate1.target_qubits.clone(),
499                execution_time: gate1.execution_time + gate2.execution_time,
500                fidelity: gate1.fidelity * gate2.fidelity,
501            }),
502            (NativeGateType::RX(angle1), NativeGateType::RX(angle2)) => Ok(NativeGate {
503                gate_type: NativeGateType::RX(angle1 + angle2),
504                target_qubits: gate1.target_qubits.clone(),
505                execution_time: gate1.execution_time + gate2.execution_time,
506                fidelity: gate1.fidelity * gate2.fidelity,
507            }),
508            (NativeGateType::RY(angle1), NativeGateType::RY(angle2)) => Ok(NativeGate {
509                gate_type: NativeGateType::RY(angle1 + angle2),
510                target_qubits: gate1.target_qubits.clone(),
511                execution_time: gate1.execution_time + gate2.execution_time,
512                fidelity: gate1.fidelity * gate2.fidelity,
513            }),
514            _ => Err(QuantRS2Error::GateFusionError(
515                "Cannot fuse incompatible gates".to_string(),
516            )),
517        }
518    }
519
520    /// Remove redundant gates (identity operations)
521    fn remove_redundant_gates(
522        &self,
523        gates: &[NativeGate],
524    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
525        let mut filtered_gates = Vec::new();
526
527        for gate in gates {
528            if !self.is_redundant_gate(gate) {
529                filtered_gates.push(gate.clone());
530            }
531        }
532
533        Ok(filtered_gates)
534    }
535
536    /// Check if a gate is redundant (effectively identity)
537    fn is_redundant_gate(&self, gate: &NativeGate) -> bool {
538        match &gate.gate_type {
539            NativeGateType::RX(angle) | NativeGateType::RY(angle) | NativeGateType::RZ(angle) => {
540                // Check if angle is effectively zero (modulo 2π)
541                let normalized_angle = angle % (2.0 * std::f64::consts::PI);
542                normalized_angle.abs() < 1e-10
543                    || (normalized_angle - 2.0 * std::f64::consts::PI).abs() < 1e-10
544            }
545            NativeGateType::Identity => true,
546            _ => false,
547        }
548    }
549
550    /// Optimize circuit depth by reordering gates
551    fn optimize_circuit_depth(
552        &self,
553        gates: &[NativeGate],
554    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
555        // Simple depth optimization - can be made more sophisticated
556        let mut optimized_gates = gates.to_vec();
557
558        // Sort gates to minimize depth while respecting dependencies
559        optimized_gates.sort_by(|a, b| {
560            // Gates operating on different qubits can be parallelized
561            if !self.gates_share_qubits(a, b) {
562                std::cmp::Ordering::Equal
563            } else {
564                // Maintain original order for dependent gates
565                std::cmp::Ordering::Equal
566            }
567        });
568
569        Ok(optimized_gates)
570    }
571
572    /// Check if two gates share any qubits
573    fn gates_share_qubits(&self, gate1: &NativeGate, gate2: &NativeGate) -> bool {
574        gate1
575            .target_qubits
576            .iter()
577            .any(|&q1| gate2.target_qubits.contains(&q1))
578    }
579
580    /// Optimize for hardware connectivity
581    fn optimize_for_hardware_connectivity(
582        &self,
583        gates: &[NativeGate],
584        hardware: &Arc<dyn HardwareTarget>,
585    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
586        let connectivity = hardware.qubit_connectivity();
587        let mut optimized_gates = Vec::new();
588
589        for gate in gates {
590            if gate.target_qubits.len() == 2 {
591                let qubit1 = gate.target_qubits[0];
592                let qubit2 = gate.target_qubits[1];
593
594                // Check if qubits are connected
595                if !connectivity.contains(&(qubit1, qubit2))
596                    && !connectivity.contains(&(qubit2, qubit1))
597                {
598                    // Need to insert SWAP gates to connect qubits
599                    let swap_sequence = self.find_swap_sequence(qubit1, qubit2, &connectivity)?;
600                    optimized_gates.extend(swap_sequence);
601                }
602            }
603
604            optimized_gates.push(gate.clone());
605        }
606
607        Ok(optimized_gates)
608    }
609
610    /// Find SWAP sequence to connect two qubits
611    fn find_swap_sequence(
612        &self,
613        qubit1: usize,
614        qubit2: usize,
615        connectivity: &[(usize, usize)],
616    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
617        // Simplified path finding - could use Dijkstra or A*
618        let mut swaps = Vec::new();
619
620        // For now, just insert a dummy SWAP if needed
621        if !connectivity.contains(&(qubit1, qubit2)) {
622            swaps.push(NativeGate {
623                gate_type: NativeGateType::SWAP,
624                target_qubits: vec![qubit1, qubit2],
625                execution_time: Duration::from_micros(1000),
626                fidelity: 0.99,
627            });
628        }
629
630        Ok(swaps)
631    }
632
633    /// Optimize for maximum fidelity
634    fn optimize_for_fidelity(
635        &self,
636        mut compiled_gate: CompiledGate,
637        hardware: &Arc<dyn HardwareTarget>,
638    ) -> Result<CompiledGate, QuantRS2Error> {
639        let gate_fidelities = hardware.gate_fidelities();
640
641        // Replace low-fidelity gates with high-fidelity alternatives
642        for gate in &mut compiled_gate.gate_sequence {
643            if let Some(&current_fidelity) = gate_fidelities.get(&format!("{:?}", gate.gate_type)) {
644                if current_fidelity < 0.95 {
645                    // Try to find a better implementation
646                    if let Some(alternative) =
647                        self.find_high_fidelity_alternative(gate, &gate_fidelities)
648                    {
649                        *gate = alternative;
650                    }
651                }
652            }
653        }
654
655        // Recalculate overall fidelity
656        compiled_gate.estimated_fidelity = compiled_gate
657            .gate_sequence
658            .iter()
659            .map(|gate| gate.fidelity)
660            .product();
661
662        Ok(compiled_gate)
663    }
664
665    /// Find high-fidelity alternative for a gate
666    fn find_high_fidelity_alternative(
667        &self,
668        _gate: &NativeGate,
669        _gate_fidelities: &HashMap<String, f64>,
670    ) -> Option<NativeGate> {
671        // This could implement sophisticated gate replacement strategies
672        // For now, return None (no alternative found)
673        None
674    }
675
676    /// Estimate execution time for compiled gate
677    fn estimate_execution_time(
678        &self,
679        compiled_gate: &CompiledGate,
680        hardware: &Arc<dyn HardwareTarget>,
681    ) -> Duration {
682        let gate_times = hardware.gate_times();
683
684        compiled_gate
685            .gate_sequence
686            .iter()
687            .map(|gate| {
688                gate_times
689                    .get(&format!("{:?}", gate.gate_type))
690                    .copied()
691                    .unwrap_or(gate.execution_time)
692            })
693            .sum()
694    }
695}
696
697/// Compilation cache for storing compiled gates
698#[derive(Debug)]
699pub struct CompilationCache {
700    cache: HashMap<String, CompiledGate>,
701    access_order: Vec<String>,
702    max_size: usize,
703}
704
705impl CompilationCache {
706    pub fn new(max_size: usize) -> Self {
707        Self {
708            cache: HashMap::new(),
709            access_order: Vec::new(),
710            max_size,
711        }
712    }
713
714    pub fn get(&self, key: &str) -> Option<&CompiledGate> {
715        self.cache.get(key)
716    }
717
718    pub fn insert(&mut self, key: String, value: CompiledGate) {
719        // Remove if already exists
720        if self.cache.contains_key(&key) {
721            self.access_order.retain(|k| k != &key);
722        }
723
724        // Add to cache
725        self.cache.insert(key.clone(), value);
726        self.access_order.push(key);
727
728        // Evict if necessary (LRU)
729        while self.cache.len() > self.max_size {
730            if let Some(oldest_key) = self.access_order.first().cloned() {
731                self.cache.remove(&oldest_key);
732                self.access_order.remove(0);
733            }
734        }
735    }
736}
737
738/// Optimization pipeline for quantum circuits
739#[derive(Debug)]
740pub struct OptimizationPipeline {
741    passes: Vec<Box<dyn OptimizationPass>>,
742}
743
744pub trait OptimizationPass: Send + Sync + std::fmt::Debug {
745    fn pass_name(&self) -> &str;
746    fn apply(&self, gates: &[NativeGate]) -> Result<Vec<NativeGate>, QuantRS2Error>;
747    fn cost_estimate(&self, gates: &[NativeGate]) -> Duration;
748}
749
750impl OptimizationPipeline {
751    pub fn new() -> Self {
752        Self { passes: Vec::new() }
753    }
754
755    pub fn add_pass(&mut self, pass: Box<dyn OptimizationPass>) {
756        self.passes.push(pass);
757    }
758
759    pub fn run(
760        &self,
761        gates: &[NativeGate],
762        deadline: Option<Instant>,
763    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
764        let mut current_gates = gates.to_vec();
765
766        for pass in &self.passes {
767            // Check deadline before running pass
768            if let Some(deadline) = deadline {
769                let estimated_cost = pass.cost_estimate(&current_gates);
770                if Instant::now() + estimated_cost > deadline {
771                    break; // Skip remaining passes to meet deadline
772                }
773            }
774
775            current_gates = pass.apply(&current_gates)?;
776        }
777
778        Ok(current_gates)
779    }
780}
781
782/// Performance monitoring for compilation
783#[derive(Debug)]
784pub struct PerformanceMonitor {
785    metrics: Arc<Mutex<CompilationMetrics>>,
786}
787
788#[derive(Debug, Clone)]
789pub struct CompilationMetrics {
790    pub total_compilations: u64,
791    pub successful_compilations: u64,
792    pub cache_hits: u64,
793    pub average_compilation_time: Duration,
794    pub average_fidelity: f64,
795    pub average_gate_count: f64,
796}
797
798impl PerformanceMonitor {
799    pub fn new() -> Self {
800        Self {
801            metrics: Arc::new(Mutex::new(CompilationMetrics {
802                total_compilations: 0,
803                successful_compilations: 0,
804                cache_hits: 0,
805                average_compilation_time: Duration::ZERO,
806                average_fidelity: 0.0,
807                average_gate_count: 0.0,
808            })),
809        }
810    }
811
812    pub fn record_compilation_success(
813        &self,
814        compilation_time: Duration,
815        fidelity: f64,
816        gate_count: usize,
817    ) {
818        let mut metrics = self.metrics.lock().unwrap();
819        metrics.total_compilations += 1;
820        metrics.successful_compilations += 1;
821
822        // Update running averages
823        let n = metrics.successful_compilations as f64;
824        metrics.average_compilation_time = Duration::from_nanos(
825            ((metrics.average_compilation_time.as_nanos() as f64 * (n - 1.0)
826                + compilation_time.as_nanos() as f64)
827                / n) as u64,
828        );
829        metrics.average_fidelity = (metrics.average_fidelity * (n - 1.0) + fidelity) / n;
830        metrics.average_gate_count =
831            (metrics.average_gate_count * (n - 1.0) + gate_count as f64) / n;
832    }
833
834    pub fn record_compilation_failure(&self, _compilation_time: Duration) {
835        let mut metrics = self.metrics.lock().unwrap();
836        metrics.total_compilations += 1;
837    }
838
839    pub fn record_cache_hit(&self, _access_time: Duration) {
840        let mut metrics = self.metrics.lock().unwrap();
841        metrics.cache_hits += 1;
842    }
843
844    pub fn get_current_metrics(&self) -> CompilationMetrics {
845        self.metrics.lock().unwrap().clone()
846    }
847}
848
849/// Compiled gate representation
850#[derive(Debug, Clone)]
851pub struct CompiledGate {
852    pub original_gate_name: String,
853    pub target_hardware: String,
854    pub gate_sequence: Vec<NativeGate>,
855    pub estimated_fidelity: f64,
856    pub compilation_time: Duration,
857    pub estimated_execution_time: Duration,
858    pub optimization_level: OptimizationLevel,
859}
860
861/// Native gate for specific hardware
862#[derive(Debug, Clone)]
863pub struct NativeGate {
864    pub gate_type: NativeGateType,
865    pub target_qubits: Vec<usize>,
866    pub execution_time: Duration,
867    pub fidelity: f64,
868}
869
870#[derive(Debug, Clone)]
871pub enum NativeGateType {
872    RX(f64),
873    RY(f64),
874    RZ(f64),
875    CNOT,
876    CZ,
877    SWAP,
878    Identity,
879    Custom {
880        name: String,
881        matrix: Array2<Complex64>,
882    },
883}
884
885/// Example superconducting hardware target
886#[derive(Debug)]
887pub struct SuperconductingTarget {
888    pub name: String,
889    pub qubit_count: usize,
890    pub connectivity: Vec<(usize, usize)>,
891}
892
893impl SuperconductingTarget {
894    pub fn new(name: String, qubit_count: usize) -> Self {
895        // Create linear connectivity for simplicity
896        let connectivity = (0..qubit_count.saturating_sub(1))
897            .map(|i| (i, i + 1))
898            .collect();
899
900        Self {
901            name,
902            qubit_count,
903            connectivity,
904        }
905    }
906}
907
908impl HardwareTarget for SuperconductingTarget {
909    fn target_name(&self) -> &str {
910        &self.name
911    }
912
913    fn native_gates(&self) -> Vec<String> {
914        vec![
915            "RX".to_string(),
916            "RY".to_string(),
917            "RZ".to_string(),
918            "CNOT".to_string(),
919        ]
920    }
921
922    fn qubit_connectivity(&self) -> Vec<(usize, usize)> {
923        self.connectivity.clone()
924    }
925
926    fn gate_fidelities(&self) -> HashMap<String, f64> {
927        let mut fidelities = HashMap::new();
928        fidelities.insert("RX".to_string(), 0.999);
929        fidelities.insert("RY".to_string(), 0.999);
930        fidelities.insert("RZ".to_string(), 0.9995);
931        fidelities.insert("CNOT".to_string(), 0.995);
932        fidelities
933    }
934
935    fn gate_times(&self) -> HashMap<String, Duration> {
936        let mut times = HashMap::new();
937        times.insert("RX".to_string(), Duration::from_nanos(20));
938        times.insert("RY".to_string(), Duration::from_nanos(20));
939        times.insert("RZ".to_string(), Duration::from_nanos(0)); // Virtual Z gates
940        times.insert("CNOT".to_string(), Duration::from_nanos(100));
941        times
942    }
943
944    fn coherence_times(&self) -> Vec<Duration> {
945        vec![Duration::from_millis(100); self.qubit_count] // T2 = 100ms
946    }
947
948    fn compile_gate(
949        &self,
950        gate: &dyn GateOp,
951        _context: &CompilationContext,
952    ) -> Result<CompiledGate, QuantRS2Error> {
953        let mut native_gates = Vec::new();
954
955        // Simple compilation based on gate name
956        match gate.name() {
957            "X" => {
958                native_gates.push(NativeGate {
959                    gate_type: NativeGateType::RX(std::f64::consts::PI),
960                    target_qubits: vec![0], // Simplified
961                    execution_time: Duration::from_nanos(20),
962                    fidelity: 0.999,
963                });
964            }
965            "Y" => {
966                native_gates.push(NativeGate {
967                    gate_type: NativeGateType::RY(std::f64::consts::PI),
968                    target_qubits: vec![0],
969                    execution_time: Duration::from_nanos(20),
970                    fidelity: 0.999,
971                });
972            }
973            "Z" => {
974                native_gates.push(NativeGate {
975                    gate_type: NativeGateType::RZ(std::f64::consts::PI),
976                    target_qubits: vec![0],
977                    execution_time: Duration::from_nanos(0),
978                    fidelity: 0.9995,
979                });
980            }
981            "CNOT" => {
982                native_gates.push(NativeGate {
983                    gate_type: NativeGateType::CNOT,
984                    target_qubits: vec![0, 1], // Simplified
985                    execution_time: Duration::from_nanos(100),
986                    fidelity: 0.995,
987                });
988            }
989            _ => {
990                return Err(QuantRS2Error::UnsupportedGate(format!(
991                    "Gate {} not supported",
992                    gate.name()
993                )));
994            }
995        }
996
997        let estimated_fidelity = native_gates.iter().map(|g| g.fidelity).product();
998
999        Ok(CompiledGate {
1000            original_gate_name: gate.name().to_string(),
1001            target_hardware: self.name.clone(),
1002            gate_sequence: native_gates,
1003            estimated_fidelity,
1004            compilation_time: Duration::ZERO, // Will be filled by compiler
1005            estimated_execution_time: Duration::ZERO, // Will be calculated
1006            optimization_level: OptimizationLevel::Basic,
1007        })
1008    }
1009
1010    fn optimize_circuit(
1011        &self,
1012        circuit: &[CompiledGate],
1013    ) -> Result<Vec<CompiledGate>, QuantRS2Error> {
1014        // Hardware-specific circuit optimization
1015        Ok(circuit.to_vec())
1016    }
1017}
1018
1019#[cfg(test)]
1020mod tests {
1021    use super::*;
1022
1023    #[tokio::test]
1024    async fn test_real_time_compiler_creation() {
1025        let compiler = RealTimeQuantumCompiler::new();
1026        assert_eq!(compiler.hardware_targets.len(), 0);
1027    }
1028
1029    #[tokio::test]
1030    async fn test_superconducting_target() {
1031        let target = SuperconductingTarget::new("test_sc".to_string(), 5);
1032        assert_eq!(target.target_name(), "test_sc");
1033        assert_eq!(target.qubit_connectivity().len(), 4); // Linear connectivity
1034        assert!(target.gate_fidelities().contains_key("RX"));
1035    }
1036
1037    #[tokio::test]
1038    async fn test_compilation_cache() {
1039        let mut cache = CompilationCache::new(2);
1040
1041        let compiled_gate = CompiledGate {
1042            original_gate_name: "X".to_string(),
1043            target_hardware: "test".to_string(),
1044            gate_sequence: Vec::new(),
1045            estimated_fidelity: 0.99,
1046            compilation_time: Duration::from_millis(1),
1047            estimated_execution_time: Duration::from_nanos(20),
1048            optimization_level: OptimizationLevel::Basic,
1049        };
1050
1051        cache.insert("key1".to_string(), compiled_gate.clone());
1052        assert!(cache.get("key1").is_some());
1053
1054        cache.insert("key2".to_string(), compiled_gate.clone());
1055        cache.insert("key3".to_string(), compiled_gate); // Should evict key1
1056
1057        assert!(cache.get("key1").is_none());
1058        assert!(cache.get("key2").is_some());
1059        assert!(cache.get("key3").is_some());
1060    }
1061
1062    #[tokio::test]
1063    async fn test_performance_monitor() {
1064        let monitor = PerformanceMonitor::new();
1065
1066        monitor.record_compilation_success(Duration::from_millis(10), 0.99, 5);
1067
1068        let metrics = monitor.get_current_metrics();
1069        assert_eq!(metrics.successful_compilations, 1);
1070        assert_eq!(metrics.average_fidelity, 0.99);
1071    }
1072}