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 ndarray::Array2;
10use num_complex::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) = self
130            .check_cache(gate.as_ref(), &target_hardware, &optimization_level)
131            .await
132        {
133            self.performance_monitor
134                .record_cache_hit(start_time.elapsed())
135                .await;
136            return Ok(cached_result);
137        }
138
139        // Create compilation context
140        let context = CompilationContext {
141            target_hardware: target_hardware.clone(),
142            qubit_mapping: self.create_qubit_mapping(gate.as_ref())?,
143            gate_sequence: Vec::new(),
144            current_fidelity: 1.0,
145            compilation_time: Duration::ZERO,
146            optimization_hints: self.infer_optimization_hints(gate.as_ref(), &optimization_level),
147        };
148
149        // Register active compilation
150        {
151            let mut active = self.active_compilations.lock().unwrap();
152            active.insert(task_id, context.clone());
153        }
154
155        // Find target hardware
156        let hardware = self.find_hardware_target(&target_hardware)?;
157
158        // Perform compilation
159        let compilation_result = self
160            .perform_compilation(
161                gate.as_ref(),
162                &hardware,
163                &context,
164                &optimization_level,
165                deadline.map(|d| start_time + d),
166            )
167            .await;
168
169        // Remove from active compilations
170        {
171            let mut active = self.active_compilations.lock().unwrap();
172            active.remove(&task_id);
173        }
174
175        match compilation_result {
176            Ok(compiled_gate) => {
177                // Cache the result
178                self.cache_compilation_result(
179                    gate.as_ref(),
180                    &target_hardware,
181                    &optimization_level,
182                    &compiled_gate,
183                )
184                .await;
185
186                // Record performance metrics
187                self.performance_monitor
188                    .record_compilation_success(
189                        start_time.elapsed(),
190                        compiled_gate.estimated_fidelity,
191                        compiled_gate.gate_sequence.len(),
192                    )
193                    .await;
194
195                Ok(compiled_gate)
196            }
197            Err(e) => {
198                self.performance_monitor
199                    .record_compilation_failure(start_time.elapsed())
200                    .await;
201                Err(e)
202            }
203        }
204    }
205
206    /// Check compilation cache
207    async fn check_cache(
208        &self,
209        gate: &dyn GateOp,
210        target_hardware: &str,
211        optimization_level: &OptimizationLevel,
212    ) -> Option<CompiledGate> {
213        let cache_key = self.generate_cache_key(gate, target_hardware, optimization_level);
214        let cache = self.compilation_cache.read().unwrap();
215        cache.get(&cache_key).cloned()
216    }
217
218    /// Cache compilation result
219    async fn cache_compilation_result(
220        &self,
221        gate: &dyn GateOp,
222        target_hardware: &str,
223        optimization_level: &OptimizationLevel,
224        compiled_gate: &CompiledGate,
225    ) {
226        let cache_key = self.generate_cache_key(gate, target_hardware, optimization_level);
227        let mut cache = self.compilation_cache.write().unwrap();
228        cache.insert(cache_key, compiled_gate.clone());
229    }
230
231    /// Generate cache key for a compilation
232    fn generate_cache_key(
233        &self,
234        gate: &dyn GateOp,
235        target_hardware: &str,
236        optimization_level: &OptimizationLevel,
237    ) -> String {
238        use std::collections::hash_map::DefaultHasher;
239        use std::hash::{Hash, Hasher};
240
241        let mut hasher = DefaultHasher::new();
242        gate.name().hash(&mut hasher);
243        gate.qubits().hash(&mut hasher);
244        target_hardware.hash(&mut hasher);
245
246        match optimization_level {
247            OptimizationLevel::None => "none".hash(&mut hasher),
248            OptimizationLevel::Basic => "basic".hash(&mut hasher),
249            OptimizationLevel::Aggressive => "aggressive".hash(&mut hasher),
250            OptimizationLevel::Adaptive => "adaptive".hash(&mut hasher),
251        }
252
253        format!("{}_{}", target_hardware, hasher.finish())
254    }
255
256    /// Create qubit mapping for gate
257    fn create_qubit_mapping(
258        &self,
259        gate: &dyn GateOp,
260    ) -> Result<HashMap<QubitId, usize>, QuantRS2Error> {
261        let mut mapping = HashMap::new();
262        for (index, &qubit_id) in gate.qubits().iter().enumerate() {
263            mapping.insert(qubit_id, index);
264        }
265        Ok(mapping)
266    }
267
268    /// Infer optimization hints from gate and level
269    fn infer_optimization_hints(
270        &self,
271        gate: &dyn GateOp,
272        level: &OptimizationLevel,
273    ) -> Vec<OptimizationHint> {
274        let mut hints = Vec::new();
275
276        match level {
277            OptimizationLevel::None => {}
278            OptimizationLevel::Basic => {
279                hints.push(OptimizationHint::MinimizeGateCount);
280            }
281            OptimizationLevel::Aggressive => {
282                hints.push(OptimizationHint::MinimizeDepth);
283                hints.push(OptimizationHint::MaximizeFidelity);
284            }
285            OptimizationLevel::Adaptive => {
286                // Adaptive hints based on gate type
287                if gate.qubits().len() > 2 {
288                    hints.push(OptimizationHint::MinimizeDepth);
289                } else {
290                    hints.push(OptimizationHint::MaximizeFidelity);
291                }
292            }
293        }
294
295        hints
296    }
297
298    /// Find hardware target by name
299    fn find_hardware_target(
300        &self,
301        target_name: &str,
302    ) -> Result<Arc<dyn HardwareTarget>, QuantRS2Error> {
303        self.hardware_targets
304            .iter()
305            .find(|target| target.target_name() == target_name)
306            .cloned()
307            .ok_or_else(|| QuantRS2Error::HardwareTargetNotFound(target_name.to_string()))
308    }
309
310    /// Perform the actual compilation
311    async fn perform_compilation(
312        &self,
313        gate: &dyn GateOp,
314        hardware: &Arc<dyn HardwareTarget>,
315        context: &CompilationContext,
316        optimization_level: &OptimizationLevel,
317        deadline: Option<Instant>,
318    ) -> Result<CompiledGate, QuantRS2Error> {
319        let start_time = Instant::now();
320
321        // Check deadline
322        if let Some(deadline) = deadline {
323            if Instant::now() > deadline {
324                return Err(QuantRS2Error::CompilationTimeout(
325                    "Deadline exceeded before compilation".to_string(),
326                ));
327            }
328        }
329
330        // Step 1: Initial compilation
331        let mut compiled_gate = hardware.compile_gate(gate, context)?;
332
333        // Step 2: Apply optimizations based on level
334        match optimization_level {
335            OptimizationLevel::None => {
336                // No optimization
337            }
338            OptimizationLevel::Basic => {
339                compiled_gate = self
340                    .apply_basic_optimizations(compiled_gate, hardware, deadline)
341                    .await?;
342            }
343            OptimizationLevel::Aggressive => {
344                compiled_gate = self
345                    .apply_aggressive_optimizations(compiled_gate, hardware, deadline)
346                    .await?;
347            }
348            OptimizationLevel::Adaptive => {
349                compiled_gate = self
350                    .apply_adaptive_optimizations(compiled_gate, hardware, context, deadline)
351                    .await?;
352            }
353        }
354
355        // Step 3: Final validation and timing estimation
356        compiled_gate.compilation_time = start_time.elapsed();
357        compiled_gate.estimated_execution_time =
358            self.estimate_execution_time(&compiled_gate, hardware);
359
360        Ok(compiled_gate)
361    }
362
363    /// Apply basic optimizations
364    async fn apply_basic_optimizations(
365        &self,
366        mut compiled_gate: CompiledGate,
367        _hardware: &Arc<dyn HardwareTarget>,
368        deadline: Option<Instant>,
369    ) -> Result<CompiledGate, QuantRS2Error> {
370        // Basic gate fusion
371        compiled_gate.gate_sequence = self.fuse_adjacent_gates(&compiled_gate.gate_sequence)?;
372
373        // Remove redundant gates
374        compiled_gate.gate_sequence = self.remove_redundant_gates(&compiled_gate.gate_sequence)?;
375
376        // Check deadline
377        if let Some(deadline) = deadline {
378            if Instant::now() > deadline {
379                return Err(QuantRS2Error::CompilationTimeout(
380                    "Deadline exceeded during basic optimization".to_string(),
381                ));
382            }
383        }
384
385        Ok(compiled_gate)
386    }
387
388    /// Apply aggressive optimizations
389    async fn apply_aggressive_optimizations(
390        &self,
391        mut compiled_gate: CompiledGate,
392        hardware: &Arc<dyn HardwareTarget>,
393        deadline: Option<Instant>,
394    ) -> Result<CompiledGate, QuantRS2Error> {
395        // Start with basic optimizations
396        compiled_gate = self
397            .apply_basic_optimizations(compiled_gate, hardware, deadline)
398            .await?;
399
400        // Advanced circuit optimizations
401        compiled_gate.gate_sequence = self.optimize_circuit_depth(&compiled_gate.gate_sequence)?;
402        compiled_gate.gate_sequence =
403            self.optimize_for_hardware_connectivity(&compiled_gate.gate_sequence, hardware)?;
404
405        // Fidelity optimization
406        compiled_gate = self.optimize_for_fidelity(compiled_gate, hardware)?;
407
408        // Check deadline
409        if let Some(deadline) = deadline {
410            if Instant::now() > deadline {
411                return Err(QuantRS2Error::CompilationTimeout(
412                    "Deadline exceeded during aggressive optimization".to_string(),
413                ));
414            }
415        }
416
417        Ok(compiled_gate)
418    }
419
420    /// Apply adaptive optimizations based on context
421    async fn apply_adaptive_optimizations(
422        &self,
423        mut compiled_gate: CompiledGate,
424        hardware: &Arc<dyn HardwareTarget>,
425        context: &CompilationContext,
426        deadline: Option<Instant>,
427    ) -> Result<CompiledGate, QuantRS2Error> {
428        // Analyze current performance metrics
429        let current_metrics = self.performance_monitor.get_current_metrics().await;
430
431        // Decide optimization strategy based on metrics and hints
432        if current_metrics.average_compilation_time > Duration::from_millis(100) {
433            // Fast compilation path
434            compiled_gate = self
435                .apply_basic_optimizations(compiled_gate, hardware, deadline)
436                .await?;
437        } else if context
438            .optimization_hints
439            .contains(&OptimizationHint::MaximizeFidelity)
440        {
441            // Fidelity-focused optimization
442            compiled_gate = self.optimize_for_fidelity(compiled_gate, hardware)?;
443        } else {
444            // Balanced optimization
445            compiled_gate = self
446                .apply_aggressive_optimizations(compiled_gate, hardware, deadline)
447                .await?;
448        }
449
450        Ok(compiled_gate)
451    }
452
453    /// Fuse adjacent gates where possible
454    fn fuse_adjacent_gates(&self, gates: &[NativeGate]) -> Result<Vec<NativeGate>, QuantRS2Error> {
455        let mut fused_gates = Vec::new();
456        let mut i = 0;
457
458        while i < gates.len() {
459            let current_gate = &gates[i];
460
461            // Look for fusable adjacent gate
462            if i + 1 < gates.len() {
463                let next_gate = &gates[i + 1];
464
465                if self.can_fuse_gates(current_gate, next_gate) {
466                    // Fuse the gates
467                    let fused_gate = self.fuse_two_gates(current_gate, next_gate)?;
468                    fused_gates.push(fused_gate);
469                    i += 2; // Skip next gate as it's been fused
470                    continue;
471                }
472            }
473
474            // No fusion possible, add gate as-is
475            fused_gates.push(current_gate.clone());
476            i += 1;
477        }
478
479        Ok(fused_gates)
480    }
481
482    /// Check if two gates can be fused
483    fn can_fuse_gates(&self, gate1: &NativeGate, gate2: &NativeGate) -> bool {
484        // Simple fusion rules - can be extended
485        match (&gate1.gate_type, &gate2.gate_type) {
486            (NativeGateType::RZ(_), NativeGateType::RZ(_)) => {
487                // RZ gates on same qubit can be fused
488                gate1.target_qubits == gate2.target_qubits
489            }
490            (NativeGateType::RX(_), NativeGateType::RX(_)) => {
491                gate1.target_qubits == gate2.target_qubits
492            }
493            (NativeGateType::RY(_), NativeGateType::RY(_)) => {
494                gate1.target_qubits == gate2.target_qubits
495            }
496            _ => false,
497        }
498    }
499
500    /// Fuse two compatible gates
501    fn fuse_two_gates(
502        &self,
503        gate1: &NativeGate,
504        gate2: &NativeGate,
505    ) -> Result<NativeGate, QuantRS2Error> {
506        match (&gate1.gate_type, &gate2.gate_type) {
507            (NativeGateType::RZ(angle1), NativeGateType::RZ(angle2)) => Ok(NativeGate {
508                gate_type: NativeGateType::RZ(angle1 + angle2),
509                target_qubits: gate1.target_qubits.clone(),
510                execution_time: gate1.execution_time + gate2.execution_time,
511                fidelity: gate1.fidelity * gate2.fidelity,
512            }),
513            (NativeGateType::RX(angle1), NativeGateType::RX(angle2)) => Ok(NativeGate {
514                gate_type: NativeGateType::RX(angle1 + angle2),
515                target_qubits: gate1.target_qubits.clone(),
516                execution_time: gate1.execution_time + gate2.execution_time,
517                fidelity: gate1.fidelity * gate2.fidelity,
518            }),
519            (NativeGateType::RY(angle1), NativeGateType::RY(angle2)) => Ok(NativeGate {
520                gate_type: NativeGateType::RY(angle1 + angle2),
521                target_qubits: gate1.target_qubits.clone(),
522                execution_time: gate1.execution_time + gate2.execution_time,
523                fidelity: gate1.fidelity * gate2.fidelity,
524            }),
525            _ => Err(QuantRS2Error::GateFusionError(
526                "Cannot fuse incompatible gates".to_string(),
527            )),
528        }
529    }
530
531    /// Remove redundant gates (identity operations)
532    fn remove_redundant_gates(
533        &self,
534        gates: &[NativeGate],
535    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
536        let mut filtered_gates = Vec::new();
537
538        for gate in gates {
539            if !self.is_redundant_gate(gate) {
540                filtered_gates.push(gate.clone());
541            }
542        }
543
544        Ok(filtered_gates)
545    }
546
547    /// Check if a gate is redundant (effectively identity)
548    fn is_redundant_gate(&self, gate: &NativeGate) -> bool {
549        match &gate.gate_type {
550            NativeGateType::RX(angle) | NativeGateType::RY(angle) | NativeGateType::RZ(angle) => {
551                // Check if angle is effectively zero (modulo 2π)
552                let normalized_angle = angle % (2.0 * std::f64::consts::PI);
553                normalized_angle.abs() < 1e-10
554                    || (normalized_angle - 2.0 * std::f64::consts::PI).abs() < 1e-10
555            }
556            NativeGateType::Identity => true,
557            _ => false,
558        }
559    }
560
561    /// Optimize circuit depth by reordering gates
562    fn optimize_circuit_depth(
563        &self,
564        gates: &[NativeGate],
565    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
566        // Simple depth optimization - can be made more sophisticated
567        let mut optimized_gates = gates.to_vec();
568
569        // Sort gates to minimize depth while respecting dependencies
570        optimized_gates.sort_by(|a, b| {
571            // Gates operating on different qubits can be parallelized
572            if !self.gates_share_qubits(a, b) {
573                std::cmp::Ordering::Equal
574            } else {
575                // Maintain original order for dependent gates
576                std::cmp::Ordering::Equal
577            }
578        });
579
580        Ok(optimized_gates)
581    }
582
583    /// Check if two gates share any qubits
584    fn gates_share_qubits(&self, gate1: &NativeGate, gate2: &NativeGate) -> bool {
585        gate1
586            .target_qubits
587            .iter()
588            .any(|&q1| gate2.target_qubits.contains(&q1))
589    }
590
591    /// Optimize for hardware connectivity
592    fn optimize_for_hardware_connectivity(
593        &self,
594        gates: &[NativeGate],
595        hardware: &Arc<dyn HardwareTarget>,
596    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
597        let connectivity = hardware.qubit_connectivity();
598        let mut optimized_gates = Vec::new();
599
600        for gate in gates {
601            if gate.target_qubits.len() == 2 {
602                let qubit1 = gate.target_qubits[0];
603                let qubit2 = gate.target_qubits[1];
604
605                // Check if qubits are connected
606                if !connectivity.contains(&(qubit1, qubit2))
607                    && !connectivity.contains(&(qubit2, qubit1))
608                {
609                    // Need to insert SWAP gates to connect qubits
610                    let swap_sequence = self.find_swap_sequence(qubit1, qubit2, &connectivity)?;
611                    optimized_gates.extend(swap_sequence);
612                }
613            }
614
615            optimized_gates.push(gate.clone());
616        }
617
618        Ok(optimized_gates)
619    }
620
621    /// Find SWAP sequence to connect two qubits
622    fn find_swap_sequence(
623        &self,
624        qubit1: usize,
625        qubit2: usize,
626        connectivity: &[(usize, usize)],
627    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
628        // Simplified path finding - could use Dijkstra or A*
629        let mut swaps = Vec::new();
630
631        // For now, just insert a dummy SWAP if needed
632        if !connectivity.contains(&(qubit1, qubit2)) {
633            swaps.push(NativeGate {
634                gate_type: NativeGateType::SWAP,
635                target_qubits: vec![qubit1, qubit2],
636                execution_time: Duration::from_micros(1000),
637                fidelity: 0.99,
638            });
639        }
640
641        Ok(swaps)
642    }
643
644    /// Optimize for maximum fidelity
645    fn optimize_for_fidelity(
646        &self,
647        mut compiled_gate: CompiledGate,
648        hardware: &Arc<dyn HardwareTarget>,
649    ) -> Result<CompiledGate, QuantRS2Error> {
650        let gate_fidelities = hardware.gate_fidelities();
651
652        // Replace low-fidelity gates with high-fidelity alternatives
653        for gate in &mut compiled_gate.gate_sequence {
654            if let Some(&current_fidelity) = gate_fidelities.get(&format!("{:?}", gate.gate_type)) {
655                if current_fidelity < 0.95 {
656                    // Try to find a better implementation
657                    if let Some(alternative) =
658                        self.find_high_fidelity_alternative(gate, &gate_fidelities)
659                    {
660                        *gate = alternative;
661                    }
662                }
663            }
664        }
665
666        // Recalculate overall fidelity
667        compiled_gate.estimated_fidelity = compiled_gate
668            .gate_sequence
669            .iter()
670            .map(|gate| gate.fidelity)
671            .product();
672
673        Ok(compiled_gate)
674    }
675
676    /// Find high-fidelity alternative for a gate
677    fn find_high_fidelity_alternative(
678        &self,
679        _gate: &NativeGate,
680        _gate_fidelities: &HashMap<String, f64>,
681    ) -> Option<NativeGate> {
682        // This could implement sophisticated gate replacement strategies
683        // For now, return None (no alternative found)
684        None
685    }
686
687    /// Estimate execution time for compiled gate
688    fn estimate_execution_time(
689        &self,
690        compiled_gate: &CompiledGate,
691        hardware: &Arc<dyn HardwareTarget>,
692    ) -> Duration {
693        let gate_times = hardware.gate_times();
694
695        compiled_gate
696            .gate_sequence
697            .iter()
698            .map(|gate| {
699                gate_times
700                    .get(&format!("{:?}", gate.gate_type))
701                    .copied()
702                    .unwrap_or(gate.execution_time)
703            })
704            .sum()
705    }
706}
707
708/// Compilation cache for storing compiled gates
709#[derive(Debug)]
710pub struct CompilationCache {
711    cache: HashMap<String, CompiledGate>,
712    access_order: Vec<String>,
713    max_size: usize,
714}
715
716impl CompilationCache {
717    pub fn new(max_size: usize) -> Self {
718        Self {
719            cache: HashMap::new(),
720            access_order: Vec::new(),
721            max_size,
722        }
723    }
724
725    pub fn get(&self, key: &str) -> Option<&CompiledGate> {
726        self.cache.get(key)
727    }
728
729    pub fn insert(&mut self, key: String, value: CompiledGate) {
730        // Remove if already exists
731        if self.cache.contains_key(&key) {
732            self.access_order.retain(|k| k != &key);
733        }
734
735        // Add to cache
736        self.cache.insert(key.clone(), value);
737        self.access_order.push(key);
738
739        // Evict if necessary (LRU)
740        while self.cache.len() > self.max_size {
741            if let Some(oldest_key) = self.access_order.first().cloned() {
742                self.cache.remove(&oldest_key);
743                self.access_order.remove(0);
744            }
745        }
746    }
747}
748
749/// Optimization pipeline for quantum circuits
750#[derive(Debug)]
751pub struct OptimizationPipeline {
752    passes: Vec<Box<dyn OptimizationPass>>,
753}
754
755pub trait OptimizationPass: Send + Sync + std::fmt::Debug {
756    fn pass_name(&self) -> &str;
757    fn apply(&self, gates: &[NativeGate]) -> Result<Vec<NativeGate>, QuantRS2Error>;
758    fn cost_estimate(&self, gates: &[NativeGate]) -> Duration;
759}
760
761impl OptimizationPipeline {
762    pub fn new() -> Self {
763        Self { passes: Vec::new() }
764    }
765
766    pub fn add_pass(&mut self, pass: Box<dyn OptimizationPass>) {
767        self.passes.push(pass);
768    }
769
770    pub fn run(
771        &self,
772        gates: &[NativeGate],
773        deadline: Option<Instant>,
774    ) -> Result<Vec<NativeGate>, QuantRS2Error> {
775        let mut current_gates = gates.to_vec();
776
777        for pass in &self.passes {
778            // Check deadline before running pass
779            if let Some(deadline) = deadline {
780                let estimated_cost = pass.cost_estimate(&current_gates);
781                if Instant::now() + estimated_cost > deadline {
782                    break; // Skip remaining passes to meet deadline
783                }
784            }
785
786            current_gates = pass.apply(&current_gates)?;
787        }
788
789        Ok(current_gates)
790    }
791}
792
793/// Performance monitoring for compilation
794#[derive(Debug)]
795pub struct PerformanceMonitor {
796    metrics: Arc<Mutex<CompilationMetrics>>,
797}
798
799#[derive(Debug, Clone)]
800pub struct CompilationMetrics {
801    pub total_compilations: u64,
802    pub successful_compilations: u64,
803    pub cache_hits: u64,
804    pub average_compilation_time: Duration,
805    pub average_fidelity: f64,
806    pub average_gate_count: f64,
807}
808
809impl PerformanceMonitor {
810    pub fn new() -> Self {
811        Self {
812            metrics: Arc::new(Mutex::new(CompilationMetrics {
813                total_compilations: 0,
814                successful_compilations: 0,
815                cache_hits: 0,
816                average_compilation_time: Duration::ZERO,
817                average_fidelity: 0.0,
818                average_gate_count: 0.0,
819            })),
820        }
821    }
822
823    pub async fn record_compilation_success(
824        &self,
825        compilation_time: Duration,
826        fidelity: f64,
827        gate_count: usize,
828    ) {
829        let mut metrics = self.metrics.lock().unwrap();
830        metrics.total_compilations += 1;
831        metrics.successful_compilations += 1;
832
833        // Update running averages
834        let n = metrics.successful_compilations as f64;
835        metrics.average_compilation_time = Duration::from_nanos(
836            ((metrics.average_compilation_time.as_nanos() as f64 * (n - 1.0)
837                + compilation_time.as_nanos() as f64)
838                / n) as u64,
839        );
840        metrics.average_fidelity = (metrics.average_fidelity * (n - 1.0) + fidelity) / n;
841        metrics.average_gate_count =
842            (metrics.average_gate_count * (n - 1.0) + gate_count as f64) / n;
843    }
844
845    pub async fn record_compilation_failure(&self, _compilation_time: Duration) {
846        let mut metrics = self.metrics.lock().unwrap();
847        metrics.total_compilations += 1;
848    }
849
850    pub async fn record_cache_hit(&self, _access_time: Duration) {
851        let mut metrics = self.metrics.lock().unwrap();
852        metrics.cache_hits += 1;
853    }
854
855    pub async fn get_current_metrics(&self) -> CompilationMetrics {
856        self.metrics.lock().unwrap().clone()
857    }
858}
859
860/// Compiled gate representation
861#[derive(Debug, Clone)]
862pub struct CompiledGate {
863    pub original_gate_name: String,
864    pub target_hardware: String,
865    pub gate_sequence: Vec<NativeGate>,
866    pub estimated_fidelity: f64,
867    pub compilation_time: Duration,
868    pub estimated_execution_time: Duration,
869    pub optimization_level: OptimizationLevel,
870}
871
872/// Native gate for specific hardware
873#[derive(Debug, Clone)]
874pub struct NativeGate {
875    pub gate_type: NativeGateType,
876    pub target_qubits: Vec<usize>,
877    pub execution_time: Duration,
878    pub fidelity: f64,
879}
880
881#[derive(Debug, Clone)]
882pub enum NativeGateType {
883    RX(f64),
884    RY(f64),
885    RZ(f64),
886    CNOT,
887    CZ,
888    SWAP,
889    Identity,
890    Custom {
891        name: String,
892        matrix: Array2<Complex64>,
893    },
894}
895
896/// Example superconducting hardware target
897#[derive(Debug)]
898pub struct SuperconductingTarget {
899    pub name: String,
900    pub qubit_count: usize,
901    pub connectivity: Vec<(usize, usize)>,
902}
903
904impl SuperconductingTarget {
905    pub fn new(name: String, qubit_count: usize) -> Self {
906        // Create linear connectivity for simplicity
907        let connectivity = (0..qubit_count.saturating_sub(1))
908            .map(|i| (i, i + 1))
909            .collect();
910
911        Self {
912            name,
913            qubit_count,
914            connectivity,
915        }
916    }
917}
918
919impl HardwareTarget for SuperconductingTarget {
920    fn target_name(&self) -> &str {
921        &self.name
922    }
923
924    fn native_gates(&self) -> Vec<String> {
925        vec![
926            "RX".to_string(),
927            "RY".to_string(),
928            "RZ".to_string(),
929            "CNOT".to_string(),
930        ]
931    }
932
933    fn qubit_connectivity(&self) -> Vec<(usize, usize)> {
934        self.connectivity.clone()
935    }
936
937    fn gate_fidelities(&self) -> HashMap<String, f64> {
938        let mut fidelities = HashMap::new();
939        fidelities.insert("RX".to_string(), 0.999);
940        fidelities.insert("RY".to_string(), 0.999);
941        fidelities.insert("RZ".to_string(), 0.9995);
942        fidelities.insert("CNOT".to_string(), 0.995);
943        fidelities
944    }
945
946    fn gate_times(&self) -> HashMap<String, Duration> {
947        let mut times = HashMap::new();
948        times.insert("RX".to_string(), Duration::from_nanos(20));
949        times.insert("RY".to_string(), Duration::from_nanos(20));
950        times.insert("RZ".to_string(), Duration::from_nanos(0)); // Virtual Z gates
951        times.insert("CNOT".to_string(), Duration::from_nanos(100));
952        times
953    }
954
955    fn coherence_times(&self) -> Vec<Duration> {
956        vec![Duration::from_millis(100); self.qubit_count] // T2 = 100ms
957    }
958
959    fn compile_gate(
960        &self,
961        gate: &dyn GateOp,
962        _context: &CompilationContext,
963    ) -> Result<CompiledGate, QuantRS2Error> {
964        let mut native_gates = Vec::new();
965
966        // Simple compilation based on gate name
967        match gate.name() {
968            "X" => {
969                native_gates.push(NativeGate {
970                    gate_type: NativeGateType::RX(std::f64::consts::PI),
971                    target_qubits: vec![0], // Simplified
972                    execution_time: Duration::from_nanos(20),
973                    fidelity: 0.999,
974                });
975            }
976            "Y" => {
977                native_gates.push(NativeGate {
978                    gate_type: NativeGateType::RY(std::f64::consts::PI),
979                    target_qubits: vec![0],
980                    execution_time: Duration::from_nanos(20),
981                    fidelity: 0.999,
982                });
983            }
984            "Z" => {
985                native_gates.push(NativeGate {
986                    gate_type: NativeGateType::RZ(std::f64::consts::PI),
987                    target_qubits: vec![0],
988                    execution_time: Duration::from_nanos(0),
989                    fidelity: 0.9995,
990                });
991            }
992            "CNOT" => {
993                native_gates.push(NativeGate {
994                    gate_type: NativeGateType::CNOT,
995                    target_qubits: vec![0, 1], // Simplified
996                    execution_time: Duration::from_nanos(100),
997                    fidelity: 0.995,
998                });
999            }
1000            _ => {
1001                return Err(QuantRS2Error::UnsupportedGate(format!(
1002                    "Gate {} not supported",
1003                    gate.name()
1004                )));
1005            }
1006        }
1007
1008        let estimated_fidelity = native_gates.iter().map(|g| g.fidelity).product();
1009
1010        Ok(CompiledGate {
1011            original_gate_name: gate.name().to_string(),
1012            target_hardware: self.name.clone(),
1013            gate_sequence: native_gates,
1014            estimated_fidelity,
1015            compilation_time: Duration::ZERO, // Will be filled by compiler
1016            estimated_execution_time: Duration::ZERO, // Will be calculated
1017            optimization_level: OptimizationLevel::Basic,
1018        })
1019    }
1020
1021    fn optimize_circuit(
1022        &self,
1023        circuit: &[CompiledGate],
1024    ) -> Result<Vec<CompiledGate>, QuantRS2Error> {
1025        // Hardware-specific circuit optimization
1026        Ok(circuit.to_vec())
1027    }
1028}
1029
1030#[cfg(test)]
1031mod tests {
1032    use super::*;
1033
1034    #[tokio::test]
1035    async fn test_real_time_compiler_creation() {
1036        let compiler = RealTimeQuantumCompiler::new();
1037        assert_eq!(compiler.hardware_targets.len(), 0);
1038    }
1039
1040    #[tokio::test]
1041    async fn test_superconducting_target() {
1042        let target = SuperconductingTarget::new("test_sc".to_string(), 5);
1043        assert_eq!(target.target_name(), "test_sc");
1044        assert_eq!(target.qubit_connectivity().len(), 4); // Linear connectivity
1045        assert!(target.gate_fidelities().contains_key("RX"));
1046    }
1047
1048    #[tokio::test]
1049    async fn test_compilation_cache() {
1050        let mut cache = CompilationCache::new(2);
1051
1052        let compiled_gate = CompiledGate {
1053            original_gate_name: "X".to_string(),
1054            target_hardware: "test".to_string(),
1055            gate_sequence: Vec::new(),
1056            estimated_fidelity: 0.99,
1057            compilation_time: Duration::from_millis(1),
1058            estimated_execution_time: Duration::from_nanos(20),
1059            optimization_level: OptimizationLevel::Basic,
1060        };
1061
1062        cache.insert("key1".to_string(), compiled_gate.clone());
1063        assert!(cache.get("key1").is_some());
1064
1065        cache.insert("key2".to_string(), compiled_gate.clone());
1066        cache.insert("key3".to_string(), compiled_gate); // Should evict key1
1067
1068        assert!(cache.get("key1").is_none());
1069        assert!(cache.get("key2").is_some());
1070        assert!(cache.get("key3").is_some());
1071    }
1072
1073    #[tokio::test]
1074    async fn test_performance_monitor() {
1075        let monitor = PerformanceMonitor::new();
1076
1077        monitor
1078            .record_compilation_success(Duration::from_millis(10), 0.99, 5)
1079            .await;
1080
1081        let metrics = monitor.get_current_metrics().await;
1082        assert_eq!(metrics.successful_compilations, 1);
1083        assert_eq!(metrics.average_fidelity, 0.99);
1084    }
1085}