use std::collections::HashMap;
use std::time::Duration;
use super::{
config::{DDHardwareConfig, DDPulseConfig},
sequences::DDSequence,
};
use crate::{calibration::CalibrationManager, topology::HardwareTopology, DeviceResult};
use quantrs2_core::qubit::QubitId;
#[derive(Debug, Clone)]
pub struct DDHardwareAnalysis {
pub hardware_compatibility: HardwareCompatibility,
pub resource_utilization: ResourceUtilization,
pub timing_analysis: TimingAnalysis,
pub connectivity_analysis: ConnectivityAnalysis,
pub error_characterization: HardwareErrorCharacterization,
pub implementation_recommendations: ImplementationRecommendations,
pub platform_optimizations: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct HardwareCompatibility {
pub compatibility_score: f64,
pub gate_set_compatibility: GateSetCompatibility,
pub timing_constraints_satisfied: bool,
pub connectivity_requirements_met: bool,
pub hardware_limitations: Vec<HardwareLimitation>,
pub adaptation_requirements: Vec<AdaptationRequirement>,
}
#[derive(Debug, Clone)]
pub struct GateSetCompatibility {
pub available_gates: Vec<String>,
pub required_gates: Vec<String>,
pub missing_gates: Vec<String>,
pub gate_decompositions: HashMap<String, Vec<String>>,
pub decomposition_overhead: HashMap<String, f64>,
}
#[derive(Debug, Clone)]
pub struct HardwareLimitation {
pub limitation_type: LimitationType,
pub description: String,
pub severity: LimitationSeverity,
pub performance_impact: f64,
pub mitigation_strategies: Vec<String>,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum LimitationType {
GateSet,
Connectivity,
Timing,
Coherence,
Control,
Readout,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum LimitationSeverity {
Low,
Medium,
High,
Critical,
}
#[derive(Debug, Clone)]
pub struct AdaptationRequirement {
pub requirement_type: AdaptationType,
pub description: String,
pub priority: AdaptationPriority,
pub complexity: AdaptationComplexity,
pub expected_benefit: f64,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum AdaptationType {
GateDecomposition,
Routing,
TimingOptimization,
PulseOptimization,
ErrorMitigation,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum AdaptationPriority {
Low,
Medium,
High,
Critical,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum AdaptationComplexity {
Simple,
Moderate,
Complex,
VeryComplex,
}
#[derive(Debug, Clone)]
pub struct ResourceUtilization {
pub qubit_utilization: QubitUtilization,
pub gate_resource_usage: GateResourceUsage,
pub memory_requirements: MemoryRequirements,
pub bandwidth_requirements: BandwidthRequirements,
pub power_consumption: PowerConsumption,
}
#[derive(Debug, Clone)]
pub struct QubitUtilization {
pub total_qubits_used: usize,
pub usage_efficiency: f64,
pub idle_times: HashMap<QubitId, Duration>,
pub active_times: HashMap<QubitId, Duration>,
pub utilization_per_qubit: HashMap<QubitId, f64>,
}
#[derive(Debug, Clone)]
pub struct GateResourceUsage {
pub gate_counts: HashMap<String, usize>,
pub execution_times: HashMap<String, Duration>,
pub resource_efficiency: f64,
pub parallel_opportunities: usize,
}
#[derive(Debug, Clone)]
pub struct MemoryRequirements {
pub classical_memory: usize,
pub quantum_memory: usize,
pub control_memory: usize,
pub total_memory: usize,
pub memory_efficiency: f64,
}
#[derive(Debug, Clone)]
pub struct BandwidthRequirements {
pub control_bandwidth: f64,
pub readout_bandwidth: f64,
pub data_bandwidth: f64,
pub peak_bandwidth: f64,
pub average_bandwidth: f64,
}
#[derive(Debug, Clone)]
pub struct PowerConsumption {
pub control_power: f64,
pub cooling_power: f64,
pub electronics_power: f64,
pub total_power: f64,
pub power_efficiency: f64,
}
#[derive(Debug, Clone)]
pub struct TimingAnalysis {
pub total_execution_time: Duration,
pub critical_path: CriticalPathAnalysis,
pub timing_constraints: TimingConstraints,
pub optimization_opportunities: Vec<TimingOptimization>,
pub synchronization_requirements: SynchronizationRequirements,
}
#[derive(Debug, Clone)]
pub struct CriticalPathAnalysis {
pub critical_path_length: Duration,
pub critical_path_gates: Vec<String>,
pub bottlenecks: Vec<TimingBottleneck>,
pub slack_analysis: SlackAnalysis,
}
#[derive(Debug, Clone)]
pub struct TimingBottleneck {
pub location: String,
pub delay: Duration,
pub impact: f64,
pub mitigations: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct SlackAnalysis {
pub total_slack: Duration,
pub free_slack: HashMap<String, Duration>,
pub slack_opportunities: Vec<SlackOpportunity>,
}
#[derive(Debug, Clone)]
pub struct SlackOpportunity {
pub operation: String,
pub available_slack: Duration,
pub potential_benefit: f64,
pub difficulty: f64,
}
#[derive(Debug, Clone)]
pub struct TimingConstraints {
pub min_gate_duration: Duration,
pub max_gate_duration: Duration,
pub coherence_constraints: HashMap<QubitId, Duration>,
pub sync_tolerances: HashMap<String, Duration>,
}
#[derive(Debug, Clone)]
pub struct TimingOptimization {
pub optimization_type: TimingOptimizationType,
pub expected_improvement: Duration,
pub implementation_cost: f64,
pub risk_level: OptimizationRisk,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum TimingOptimizationType {
Parallelization,
GateDurationOptimization,
SchedulingOptimization,
PipelineOptimization,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum OptimizationRisk {
Low,
Medium,
High,
}
#[derive(Debug, Clone, PartialEq)]
pub enum SynchronizationRequirements {
Loose,
Strict,
Adaptive,
Custom {
global_sync_required: bool,
local_sync_points: Vec<SyncPoint>,
timing_tolerances: HashMap<String, f64>,
clock_domains: Vec<ClockDomain>,
},
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub struct SyncPoint {
pub location: usize,
pub sync_type: SyncType,
pub tolerance: Duration,
pub criticality: SyncCriticality,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum SyncType {
HardSync,
SoftSync,
PhaseSync,
FrequencySync,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum SyncCriticality {
Low,
Medium,
High,
Critical,
}
#[derive(Debug, Clone, PartialEq)]
pub struct ClockDomain {
pub name: String,
pub frequency: f64,
pub phase_offset: f64,
pub jitter_tolerance: f64,
}
#[derive(Debug, Clone)]
pub struct ConnectivityAnalysis {
pub required_connectivity: RequiredConnectivity,
pub available_connectivity: AvailableConnectivity,
pub routing_analysis: RoutingAnalysis,
pub optimization_suggestions: Vec<ConnectivityOptimization>,
}
#[derive(Debug, Clone)]
pub struct RequiredConnectivity {
pub direct_connections: Vec<(QubitId, QubitId)>,
pub indirect_connections: Vec<ConnectivityPath>,
pub quality_requirements: HashMap<(QubitId, QubitId), ConnectivityQuality>,
}
#[derive(Debug, Clone)]
pub struct ConnectivityPath {
pub source: QubitId,
pub target: QubitId,
pub path: Vec<QubitId>,
pub length: usize,
pub quality: f64,
}
#[derive(Debug, Clone)]
pub struct ConnectivityQuality {
pub min_fidelity: f64,
pub max_error_rate: f64,
pub required_bandwidth: f64,
pub latency_tolerance: Duration,
}
#[derive(Debug, Clone)]
pub struct AvailableConnectivity {
pub physical_connections: Vec<(QubitId, QubitId)>,
pub connection_qualities: HashMap<(QubitId, QubitId), ConnectivityQuality>,
pub routing_capabilities: RoutingCapabilities,
}
#[derive(Debug, Clone)]
pub struct RoutingCapabilities {
pub max_routing_distance: usize,
pub fidelity_degradation_per_hop: f64,
pub latency_per_hop: Duration,
pub parallel_routing_capacity: usize,
}
#[derive(Debug, Clone)]
pub struct RoutingAnalysis {
pub success_rate: f64,
pub average_path_length: f64,
pub routing_overhead: f64,
pub bottleneck_connections: Vec<(QubitId, QubitId)>,
pub alternative_routes: HashMap<(QubitId, QubitId), Vec<ConnectivityPath>>,
}
#[derive(Debug, Clone)]
pub struct ConnectivityOptimization {
pub optimization_type: ConnectivityOptimizationType,
pub target_connections: Vec<(QubitId, QubitId)>,
pub expected_improvement: f64,
pub implementation_cost: f64,
pub feasibility: OptimizationFeasibility,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ConnectivityOptimizationType {
AddDirectConnections,
ImproveConnectionQuality,
OptimizeRouting,
AddIntermediateQubits,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum OptimizationFeasibility {
HighlyFeasible,
Feasible,
Challenging,
Infeasible,
}
#[derive(Debug, Clone)]
pub struct HardwareErrorCharacterization {
pub gate_error_rates: HashMap<String, f64>,
pub qubit_error_rates: HashMap<QubitId, QubitErrorRates>,
pub correlated_errors: CorrelatedErrors,
pub mitigation_effectiveness: HashMap<String, f64>,
pub error_model_validation: ErrorModelValidation,
}
#[derive(Debug, Clone)]
pub struct QubitErrorRates {
pub t1_time: Duration,
pub t2_star_time: Duration,
pub t2_echo_time: Duration,
pub readout_error_rate: f64,
pub preparation_error_rate: f64,
}
#[derive(Debug, Clone)]
pub struct CorrelatedErrors {
pub spatial_correlations: HashMap<(QubitId, QubitId), f64>,
pub temporal_correlations: HashMap<QubitId, f64>,
pub crosstalk_matrix: HashMap<(QubitId, QubitId), f64>,
pub correlated_failure_modes: Vec<CorrelatedFailureMode>,
}
#[derive(Debug, Clone)]
pub struct CorrelatedFailureMode {
pub affected_qubits: Vec<QubitId>,
pub failure_probability: f64,
pub mechanism: String,
pub mitigation_strategies: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct ErrorModelValidation {
pub model_accuracy: f64,
pub prediction_error: f64,
pub validation_metrics: HashMap<String, f64>,
pub model_limitations: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct ImplementationRecommendations {
pub high_priority: Vec<Recommendation>,
pub medium_priority: Vec<Recommendation>,
pub low_priority: Vec<Recommendation>,
pub implementation_roadmap: ImplementationRoadmap,
}
#[derive(Debug, Clone)]
pub struct Recommendation {
pub title: String,
pub description: String,
pub expected_benefit: f64,
pub implementation_effort: ImplementationEffort,
pub timeline: Duration,
pub dependencies: Vec<String>,
}
#[derive(Debug, Clone, PartialEq, Eq)]
pub enum ImplementationEffort {
Minimal,
Low,
Medium,
High,
Extensive,
}
#[derive(Debug, Clone)]
pub struct ImplementationRoadmap {
pub phases: Vec<ImplementationPhase>,
pub total_timeline: Duration,
pub resource_requirements: RoadmapResourceRequirements,
pub risk_assessment: RoadmapRiskAssessment,
}
#[derive(Debug, Clone)]
pub struct ImplementationPhase {
pub name: String,
pub duration: Duration,
pub deliverables: Vec<String>,
pub dependencies: Vec<String>,
pub success_criteria: Vec<String>,
}
#[derive(Debug, Clone)]
pub struct RoadmapResourceRequirements {
pub engineering_effort: f64,
pub hardware_modifications: Vec<String>,
pub software_updates: Vec<String>,
pub budget_estimate: f64,
}
#[derive(Debug, Clone)]
pub struct RoadmapRiskAssessment {
pub technical_risks: Vec<Risk>,
pub schedule_risks: Vec<Risk>,
pub resource_risks: Vec<Risk>,
pub mitigation_strategies: HashMap<String, Vec<String>>,
}
#[derive(Debug, Clone)]
pub struct Risk {
pub description: String,
pub probability: f64,
pub impact: f64,
pub risk_score: f64,
pub mitigation_actions: Vec<String>,
}
pub struct DDHardwareAnalyzer {
pub config: DDHardwareConfig,
pub calibration_manager: Option<CalibrationManager>,
pub topology: Option<HardwareTopology>,
}
impl DDHardwareAnalyzer {
pub const fn new(
config: DDHardwareConfig,
calibration_manager: Option<CalibrationManager>,
topology: Option<HardwareTopology>,
) -> Self {
Self {
config,
calibration_manager,
topology,
}
}
pub fn analyze_hardware_implementation(
&self,
device_id: &str,
sequence: &DDSequence,
) -> DeviceResult<DDHardwareAnalysis> {
println!("Starting DD hardware analysis for device: {device_id}");
let hardware_compatibility = self.assess_hardware_compatibility(sequence)?;
let resource_utilization = self.analyze_resource_utilization(sequence)?;
let timing_analysis = self.perform_timing_analysis(sequence)?;
let connectivity_analysis = self.analyze_connectivity(sequence)?;
let error_characterization = self.characterize_hardware_errors(sequence)?;
let implementation_recommendations =
self.generate_implementation_recommendations(sequence)?;
Ok(DDHardwareAnalysis {
hardware_compatibility,
resource_utilization,
timing_analysis,
connectivity_analysis,
error_characterization,
implementation_recommendations,
platform_optimizations: vec![
"Gate decomposition optimization".to_string(),
"Timing optimization".to_string(),
"Error mitigation integration".to_string(),
],
})
}
fn assess_hardware_compatibility(
&self,
sequence: &DDSequence,
) -> DeviceResult<HardwareCompatibility> {
let gate_set_compatibility = GateSetCompatibility {
available_gates: vec!["X".to_string(), "Y".to_string(), "Z".to_string()],
required_gates: vec!["X".to_string(), "Y".to_string()],
missing_gates: Vec::new(),
gate_decompositions: HashMap::new(),
decomposition_overhead: HashMap::new(),
};
Ok(HardwareCompatibility {
compatibility_score: 0.95,
gate_set_compatibility,
timing_constraints_satisfied: true,
connectivity_requirements_met: true,
hardware_limitations: Vec::new(),
adaptation_requirements: Vec::new(),
})
}
fn analyze_resource_utilization(
&self,
sequence: &DDSequence,
) -> DeviceResult<ResourceUtilization> {
let qubit_utilization = QubitUtilization {
total_qubits_used: sequence.target_qubits.len(),
usage_efficiency: 0.85,
idle_times: HashMap::new(),
active_times: HashMap::new(),
utilization_per_qubit: HashMap::new(),
};
let gate_resource_usage = GateResourceUsage {
gate_counts: HashMap::new(),
execution_times: HashMap::new(),
resource_efficiency: 0.8,
parallel_opportunities: 2,
};
Ok(ResourceUtilization {
qubit_utilization,
gate_resource_usage,
memory_requirements: MemoryRequirements {
classical_memory: 1024,
quantum_memory: 512,
control_memory: 256,
total_memory: 1792,
memory_efficiency: 0.9,
},
bandwidth_requirements: BandwidthRequirements {
control_bandwidth: 100.0,
readout_bandwidth: 50.0,
data_bandwidth: 25.0,
peak_bandwidth: 150.0,
average_bandwidth: 75.0,
},
power_consumption: PowerConsumption {
control_power: 10.0,
cooling_power: 5.0,
electronics_power: 2.0,
total_power: 17.0,
power_efficiency: 0.7,
},
})
}
fn perform_timing_analysis(&self, sequence: &DDSequence) -> DeviceResult<TimingAnalysis> {
Ok(TimingAnalysis {
total_execution_time: Duration::from_micros((sequence.duration * 1e6) as u64),
critical_path: CriticalPathAnalysis {
critical_path_length: Duration::from_micros((sequence.duration * 1e6) as u64),
critical_path_gates: vec!["X".to_string(), "Y".to_string()],
bottlenecks: Vec::new(),
slack_analysis: SlackAnalysis {
total_slack: Duration::from_nanos(100),
free_slack: HashMap::new(),
slack_opportunities: Vec::new(),
},
},
timing_constraints: TimingConstraints {
min_gate_duration: Duration::from_nanos(10),
max_gate_duration: Duration::from_micros(1),
coherence_constraints: HashMap::new(),
sync_tolerances: HashMap::new(),
},
optimization_opportunities: Vec::new(),
synchronization_requirements: SynchronizationRequirements::Loose,
})
}
fn analyze_connectivity(&self, sequence: &DDSequence) -> DeviceResult<ConnectivityAnalysis> {
Ok(ConnectivityAnalysis {
required_connectivity: RequiredConnectivity {
direct_connections: Vec::new(),
indirect_connections: Vec::new(),
quality_requirements: HashMap::new(),
},
available_connectivity: AvailableConnectivity {
physical_connections: Vec::new(),
connection_qualities: HashMap::new(),
routing_capabilities: RoutingCapabilities {
max_routing_distance: 5,
fidelity_degradation_per_hop: 0.01,
latency_per_hop: Duration::from_nanos(10),
parallel_routing_capacity: 4,
},
},
routing_analysis: RoutingAnalysis {
success_rate: 0.98,
average_path_length: 1.2,
routing_overhead: 0.05,
bottleneck_connections: Vec::new(),
alternative_routes: HashMap::new(),
},
optimization_suggestions: Vec::new(),
})
}
fn characterize_hardware_errors(
&self,
_sequence: &DDSequence,
) -> DeviceResult<HardwareErrorCharacterization> {
Ok(HardwareErrorCharacterization {
gate_error_rates: HashMap::new(),
qubit_error_rates: HashMap::new(),
correlated_errors: CorrelatedErrors {
spatial_correlations: HashMap::new(),
temporal_correlations: HashMap::new(),
crosstalk_matrix: HashMap::new(),
correlated_failure_modes: Vec::new(),
},
mitigation_effectiveness: HashMap::new(),
error_model_validation: ErrorModelValidation {
model_accuracy: 0.95,
prediction_error: 0.05,
validation_metrics: HashMap::new(),
model_limitations: Vec::new(),
},
})
}
fn generate_implementation_recommendations(
&self,
_sequence: &DDSequence,
) -> DeviceResult<ImplementationRecommendations> {
Ok(ImplementationRecommendations {
high_priority: Vec::new(),
medium_priority: Vec::new(),
low_priority: Vec::new(),
implementation_roadmap: ImplementationRoadmap {
phases: Vec::new(),
total_timeline: Duration::from_secs(3600), resource_requirements: RoadmapResourceRequirements {
engineering_effort: 40.0, hardware_modifications: Vec::new(),
software_updates: Vec::new(),
budget_estimate: 10000.0,
},
risk_assessment: RoadmapRiskAssessment {
technical_risks: Vec::new(),
schedule_risks: Vec::new(),
resource_risks: Vec::new(),
mitigation_strategies: HashMap::new(),
},
},
})
}
}