quantrs2_device/telemetry/
types.rs

1//! Auto-generated module
2//!
3//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)
4
5use crate::{
6    backend_traits::BackendCapabilities, calibration::DeviceCalibration,
7    topology::HardwareTopology, DeviceError, DeviceResult,
8};
9#[cfg(not(feature = "scirs2"))]
10use fallback_scirs2::*;
11use quantrs2_circuit::prelude::*;
12use scirs2_core::ndarray::{Array1, Array2, ArrayView1};
13use serde::{Deserialize, Serialize};
14use std::collections::{BTreeMap, HashMap, VecDeque};
15use std::sync::{Arc, Mutex, RwLock};
16use std::time::{Duration, Instant, SystemTime, UNIX_EPOCH};
17
18use super::functions::{AnomalyDetector, MetricCollector, NotificationChannel};
19#[cfg(feature = "scheduling")]
20use tokio::sync::{broadcast, mpsc};
21#[cfg(feature = "scheduling")]
22use tokio::time::interval;
23
24/// Alert severity levels
25#[derive(Debug, Clone, PartialEq, Eq, PartialOrd, Ord, Serialize, Deserialize)]
26pub enum AlertSeverity {
27    Info,
28    Warning,
29    Critical,
30    Emergency,
31}
32/// Real-time monitoring engine
33pub struct RealTimeMonitor {
34    /// Monitoring configuration
35    config: MonitoringConfig,
36    /// Current metrics
37    current_metrics: HashMap<String, MetricSnapshot>,
38    /// Metric history for trend analysis
39    metric_history: HashMap<String, VecDeque<MetricSnapshot>>,
40    /// Anomaly detectors
41    anomaly_detectors: HashMap<String, Box<dyn AnomalyDetector + Send + Sync>>,
42    /// Health status cache
43    health_status: HashMap<String, HealthStatus>,
44    /// Alert suppression state
45    suppression_state: HashMap<String, SystemTime>,
46}
47impl RealTimeMonitor {
48    fn new(config: MonitoringConfig) -> Self {
49        Self {
50            config,
51            current_metrics: HashMap::new(),
52            metric_history: HashMap::new(),
53            anomaly_detectors: HashMap::new(),
54            health_status: HashMap::new(),
55            suppression_state: HashMap::new(),
56        }
57    }
58    fn get_system_health(&self) -> SystemHealth {
59        let overall_status = if self
60            .health_status
61            .values()
62            .any(|h| h.status == SystemStatus::Critical)
63        {
64            SystemStatus::Critical
65        } else if self
66            .health_status
67            .values()
68            .any(|h| h.status == SystemStatus::Degraded)
69        {
70            SystemStatus::Degraded
71        } else {
72            SystemStatus::Healthy
73        };
74        let health_score = if self.health_status.is_empty() {
75            1.0
76        } else {
77            self.health_status
78                .values()
79                .map(|h| h.health_score)
80                .sum::<f64>()
81                / self.health_status.len() as f64
82        };
83        let critical_issues: Vec<HealthIssue> = self
84            .health_status
85            .values()
86            .flat_map(|h| {
87                h.issues
88                    .iter()
89                    .filter(|i| i.severity == AlertSeverity::Critical)
90            })
91            .cloned()
92            .collect();
93        SystemHealth {
94            overall_status,
95            component_health: self.health_status.clone(),
96            health_score,
97            critical_issues,
98            last_assessment: SystemTime::now(),
99        }
100    }
101}
102/// Metric report
103#[derive(Debug, Clone, Serialize, Deserialize)]
104pub struct MetricReport {
105    /// Metric name
106    pub name: String,
107    /// Statistical summary
108    pub summary: StatisticalSummary,
109    /// Trend analysis
110    pub trend: TrendAnalysis,
111    /// Anomalies detected
112    pub anomalies: Vec<AnomalyResult>,
113    /// Correlations with other metrics
114    pub correlations: HashMap<String, f64>,
115}
116/// Predictive model
117#[derive(Debug, Clone, Serialize, Deserialize)]
118pub struct PredictiveModel {
119    /// Model type
120    pub model_type: PredictiveModelType,
121    /// Model parameters
122    pub parameters: Array1<f64>,
123    /// Model accuracy
124    pub accuracy: f64,
125    /// Feature importance
126    pub feature_importance: HashMap<String, f64>,
127    /// Last trained
128    pub last_trained: SystemTime,
129}
130/// Health issue
131#[derive(Debug, Clone, Serialize, Deserialize)]
132pub struct HealthIssue {
133    /// Issue description
134    pub description: String,
135    /// Severity
136    pub severity: AlertSeverity,
137    /// First detected
138    pub first_detected: SystemTime,
139    /// Last seen
140    pub last_seen: SystemTime,
141    /// Occurrence count
142    pub count: u32,
143}
144/// Escalation state
145#[derive(Debug, Clone, Serialize, Deserialize)]
146pub struct EscalationState {
147    /// Current escalation level
148    pub level: u32,
149    /// Next escalation time
150    pub next_escalation: SystemTime,
151    /// Escalation history
152    pub history: Vec<EscalationEvent>,
153}
154/// Insight types
155#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
156pub enum InsightType {
157    Performance,
158    Efficiency,
159    Cost,
160    Reliability,
161    Capacity,
162    Security,
163    Trend,
164    Anomaly,
165}
166/// Pattern recognition result
167#[derive(Debug, Clone, Serialize, Deserialize)]
168pub struct Pattern {
169    /// Pattern type
170    pub pattern_type: PatternType,
171    /// Pattern confidence
172    pub confidence: f64,
173    /// Pattern parameters
174    pub parameters: HashMap<String, f64>,
175    /// Pattern duration
176    pub duration: Duration,
177    /// Pattern frequency
178    pub frequency: Option<Duration>,
179}
180/// Monitoring target specification
181#[derive(Debug, Clone, Serialize, Deserialize)]
182pub struct MonitoringTarget {
183    /// Target name
184    pub name: String,
185    /// Target type
186    pub target_type: MonitoringTargetType,
187    /// Metrics to monitor
188    pub metrics: Vec<String>,
189    /// Monitoring frequency
190    pub frequency: Duration,
191    /// Health check configuration
192    pub health_check: Option<HealthCheckConfig>,
193}
194/// Export authentication
195#[derive(Debug, Clone, Serialize, Deserialize)]
196pub enum ExportAuth {
197    ApiKey(String),
198    BasicAuth { username: String, password: String },
199    BearerToken(String),
200    Custom(HashMap<String, String>),
201}
202/// Suppression condition
203#[derive(Debug, Clone, Serialize, Deserialize)]
204pub enum SuppressionCondition {
205    MaintenanceWindow,
206    DuplicateAlert,
207    SystemStartup(Duration),
208    MetricValue(String, f64),
209}
210/// Storage statistics
211#[derive(Debug, Clone, Serialize, Deserialize)]
212pub struct StorageStatistics {
213    /// Total metrics stored
214    pub total_metrics: u64,
215    /// Storage size (bytes)
216    pub storage_size_bytes: u64,
217    /// Compression ratio
218    pub compression_ratio: f64,
219    /// Write rate (metrics/sec)
220    pub write_rate: f64,
221    /// Read rate (metrics/sec)
222    pub read_rate: f64,
223    /// Cache hit rate
224    pub cache_hit_rate: f64,
225}
226/// System health summary
227#[derive(Debug, Clone, Serialize, Deserialize)]
228pub struct SystemHealth {
229    /// Overall health status
230    pub overall_status: SystemStatus,
231    /// Component health
232    pub component_health: HashMap<String, HealthStatus>,
233    /// Health score (0.0-1.0)
234    pub health_score: f64,
235    /// Critical issues
236    pub critical_issues: Vec<HealthIssue>,
237    /// Last assessment time
238    pub last_assessment: SystemTime,
239}
240/// Impact levels
241#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
242pub enum ImpactLevel {
243    Low,
244    Medium,
245    High,
246    Critical,
247}
248/// Types of anomalies
249#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
250pub enum AnomalyType {
251    Outlier,
252    ChangePoint,
253    Drift,
254    Seasonality,
255    Spike,
256    Drop,
257    Pattern,
258    Custom(String),
259}
260/// Predictive model types
261#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
262pub enum PredictiveModelType {
263    LinearRegression,
264    PolynomialRegression,
265    ExponentialSmoothing,
266    ARIMA,
267    NeuralNetwork,
268    RandomForest,
269    Custom(String),
270}
271/// Anomaly detector configuration
272#[derive(Debug, Clone, Serialize, Deserialize)]
273pub struct AnomalyDetectorConfig {
274    /// Detector type
275    pub detector_type: AnomalyDetectorType,
276    /// Sensitivity threshold
277    pub sensitivity: f64,
278    /// Window size
279    pub window_size: usize,
280    /// Training period
281    pub training_period: Duration,
282    /// Parameters
283    pub parameters: HashMap<String, f64>,
284}
285/// Pattern types
286#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
287pub enum PatternType {
288    Periodic,
289    Cyclic,
290    Seasonal,
291    Trend,
292    Burst,
293    Anomaly,
294    Custom(String),
295}
296/// Anomaly detection result
297#[derive(Debug, Clone, Serialize, Deserialize)]
298pub struct AnomalyResult {
299    /// Anomaly score (0.0-1.0)
300    pub score: f64,
301    /// Anomaly type
302    pub anomaly_type: AnomalyType,
303    /// Data point index
304    pub index: usize,
305    /// Confidence level
306    pub confidence: f64,
307    /// Description
308    pub description: String,
309}
310/// Compression algorithms
311#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
312pub enum CompressionAlgorithm {
313    None,
314    Gzip,
315    Zstd,
316    Lz4,
317    Snappy,
318}
319/// Alert manager
320pub struct AlertManager {
321    /// Alert configuration
322    config: AlertConfig,
323    /// Active alerts
324    active_alerts: HashMap<String, Alert>,
325    /// Alert history
326    alert_history: VecDeque<Alert>,
327    /// Notification channels
328    notification_channels: HashMap<String, Box<dyn NotificationChannel + Send + Sync>>,
329    /// Escalation state
330    escalation_state: HashMap<String, EscalationState>,
331    /// Suppression state
332    suppression_state: HashMap<String, SystemTime>,
333}
334impl AlertManager {
335    fn new(config: AlertConfig) -> Self {
336        Self {
337            config,
338            active_alerts: HashMap::new(),
339            alert_history: VecDeque::new(),
340            notification_channels: HashMap::new(),
341            escalation_state: HashMap::new(),
342            suppression_state: HashMap::new(),
343        }
344    }
345}
346/// Telemetry commands
347#[derive(Debug, Clone, Serialize, Deserialize)]
348pub enum TelemetryCommand {
349    StartCollection,
350    StopCollection,
351    CollectMetric(String),
352    UpdateConfig(TelemetryConfig),
353    TriggerAnalysis,
354    GenerateReport(ReportType),
355    ExportData(ExportFormat, String),
356    TestAlert(String),
357    SetMaintenanceMode(bool),
358}
359/// Export configuration
360#[derive(Debug, Clone, Serialize, Deserialize)]
361pub struct ExportConfig {
362    /// Enable Prometheus export
363    pub enable_prometheus: bool,
364    /// Enable InfluxDB export
365    pub enable_influxdb: bool,
366    /// Enable Grafana export
367    pub enable_grafana: bool,
368    /// Enable custom exports
369    pub enable_custom_exports: bool,
370    /// Export endpoints
371    pub export_endpoints: HashMap<String, ExportEndpoint>,
372}
373/// Telemetry events
374#[derive(Debug, Clone, Serialize, Deserialize)]
375pub enum TelemetryEvent {
376    MetricCollected {
377        metric_name: String,
378        value: f64,
379        timestamp: SystemTime,
380        metadata: HashMap<String, String>,
381    },
382    AlertTriggered {
383        alert_id: String,
384        severity: AlertSeverity,
385        message: String,
386        timestamp: SystemTime,
387    },
388    AlertResolved {
389        alert_id: String,
390        timestamp: SystemTime,
391    },
392    AnomalyDetected {
393        metric_name: String,
394        anomaly_score: f64,
395        timestamp: SystemTime,
396    },
397    HealthCheckFailed {
398        target: String,
399        reason: String,
400        timestamp: SystemTime,
401    },
402    SystemStatusChanged {
403        component: String,
404        old_status: SystemStatus,
405        new_status: SystemStatus,
406        timestamp: SystemTime,
407    },
408}
409/// Telemetry analytics engine
410#[derive(Debug)]
411pub struct TelemetryAnalytics {
412    /// Analytics configuration
413    config: AnalyticsConfig,
414    /// Statistical models
415    statistical_models: HashMap<String, StatisticalModel>,
416    /// Predictive models
417    predictive_models: HashMap<String, PredictiveModel>,
418    /// Correlation matrices
419    correlation_matrices: HashMap<String, Array2<f64>>,
420    /// Trend analysis results
421    trend_analysis: HashMap<String, TrendAnalysis>,
422    /// Pattern recognition results
423    patterns: HashMap<String, Vec<Pattern>>,
424}
425impl TelemetryAnalytics {
426    fn new(config: AnalyticsConfig) -> Self {
427        Self {
428            config,
429            statistical_models: HashMap::new(),
430            predictive_models: HashMap::new(),
431            correlation_matrices: HashMap::new(),
432            trend_analysis: HashMap::new(),
433            patterns: HashMap::new(),
434        }
435    }
436    async fn generate_report(&self, report_type: ReportType) -> DeviceResult<TelemetryReport> {
437        Ok(TelemetryReport {
438            report_type,
439            period: (
440                SystemTime::now() - Duration::from_secs(86400),
441                SystemTime::now(),
442            ),
443            summary: ReportSummary {
444                kpis: HashMap::new(),
445                highlights: vec!["System performing within normal parameters".to_string()],
446                issues: Vec::new(),
447                assessment: "Good".to_string(),
448            },
449            metrics: HashMap::new(),
450            insights: Vec::new(),
451            recommendations: Vec::new(),
452            generated_at: SystemTime::now(),
453        })
454    }
455}
456/// Trend direction
457#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
458pub enum TrendDirection {
459    Increasing,
460    Decreasing,
461    Stable,
462    Volatile,
463    Unknown,
464}
465/// Report types
466#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
467pub enum ReportType {
468    Performance,
469    Resource,
470    Error,
471    Cost,
472    Health,
473    Security,
474    Comprehensive,
475}
476/// Compression configuration
477#[derive(Debug, Clone, Serialize, Deserialize)]
478pub struct CompressionConfig {
479    /// Enable compression
480    pub enabled: bool,
481    /// Compression algorithm
482    pub algorithm: CompressionAlgorithm,
483    /// Compression ratio threshold
484    pub ratio_threshold: f64,
485}
486/// Alert escalation rule
487#[derive(Debug, Clone, Serialize, Deserialize)]
488pub struct EscalationRule {
489    /// Rule name
490    pub name: String,
491    /// Condition for escalation
492    pub condition: EscalationCondition,
493    /// Escalation delay
494    pub delay: Duration,
495    /// Target severity level
496    pub target_severity: AlertSeverity,
497    /// Actions to take
498    pub actions: Vec<EscalationAction>,
499}
500/// System status enumeration
501#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
502pub enum SystemStatus {
503    Healthy,
504    Degraded,
505    Critical,
506    Offline,
507    Maintenance,
508    Unknown,
509}
510/// Comprehensive telemetry and monitoring system for quantum computing
511pub struct QuantumTelemetrySystem {
512    /// System configuration
513    config: TelemetryConfig,
514    /// Metric collectors
515    collectors: Arc<RwLock<HashMap<String, Box<dyn MetricCollector + Send + Sync>>>>,
516    /// Real-time monitoring engine
517    monitor: Arc<RwLock<RealTimeMonitor>>,
518    /// Analytics engine
519    analytics: Arc<RwLock<TelemetryAnalytics>>,
520    /// Alert manager
521    alert_manager: Arc<RwLock<AlertManager>>,
522    /// Data storage
523    storage: Arc<RwLock<TelemetryStorage>>,
524    /// Event broadcaster
525    event_sender: broadcast::Sender<TelemetryEvent>,
526    /// Command receiver
527    command_receiver: Arc<Mutex<mpsc::UnboundedReceiver<TelemetryCommand>>>,
528}
529impl QuantumTelemetrySystem {
530    /// Create a new telemetry system
531    pub fn new(config: TelemetryConfig) -> Self {
532        let (event_sender, _) = broadcast::channel(1000);
533        let (command_sender, command_receiver) = mpsc::unbounded_channel();
534        Self {
535            config: config.clone(),
536            collectors: Arc::new(RwLock::new(HashMap::new())),
537            monitor: Arc::new(RwLock::new(RealTimeMonitor::new(
538                config.monitoring_config.clone(),
539            ))),
540            analytics: Arc::new(RwLock::new(TelemetryAnalytics::new(
541                config.analytics_config.clone(),
542            ))),
543            alert_manager: Arc::new(RwLock::new(AlertManager::new(config.alert_config))),
544            storage: Arc::new(RwLock::new(TelemetryStorage::new(StorageConfig::default()))),
545            event_sender,
546            command_receiver: Arc::new(Mutex::new(command_receiver)),
547        }
548    }
549    /// Start telemetry collection
550    pub async fn start(&self) -> DeviceResult<()> {
551        if !self.config.enabled {
552            return Ok(());
553        }
554        self.start_metric_collection().await?;
555        if self.config.enable_realtime_monitoring {
556            self.start_realtime_monitoring().await?;
557        }
558        if self.config.enable_analytics {
559            self.start_analytics_processing().await?;
560        }
561        if self.config.enable_alerting {
562            self.start_alert_processing().await?;
563        }
564        Ok(())
565    }
566    /// Stop telemetry collection
567    pub async fn stop(&self) -> DeviceResult<()> {
568        Ok(())
569    }
570    /// Register a metric collector
571    pub fn register_collector(
572        &self,
573        collector: Box<dyn MetricCollector + Send + Sync>,
574    ) -> DeviceResult<()> {
575        let mut collectors = self.collectors.write().map_err(|e| {
576            DeviceError::LockError(format!("Failed to acquire write lock on collectors: {e}"))
577        })?;
578        collectors.insert(collector.name().to_string(), collector);
579        Ok(())
580    }
581    /// Collect metrics from all collectors
582    pub async fn collect_metrics(&self) -> DeviceResult<Vec<Metric>> {
583        let collectors = self.collectors.read().map_err(|e| {
584            DeviceError::LockError(format!("Failed to acquire read lock on collectors: {e}"))
585        })?;
586        let mut all_metrics = Vec::new();
587        for collector in collectors.values() {
588            if collector.is_enabled() {
589                match collector.collect() {
590                    Ok(mut metrics) => all_metrics.append(&mut metrics),
591                    Err(e) => {
592                        eprintln!(
593                            "Error collecting metrics from {}: {:?}",
594                            collector.name(),
595                            e
596                        );
597                    }
598                }
599            }
600        }
601        {
602            let mut storage = self.storage.write().map_err(|e| {
603                DeviceError::LockError(format!("Failed to acquire write lock on storage: {e}"))
604            })?;
605            storage.store_metrics(&all_metrics)?;
606        }
607        for metric in &all_metrics {
608            let _ = self.event_sender.send(TelemetryEvent::MetricCollected {
609                metric_name: metric.name.clone(),
610                value: metric.value,
611                timestamp: metric.timestamp,
612                metadata: metric.metadata.clone(),
613            });
614        }
615        Ok(all_metrics)
616    }
617    /// Get current system health
618    pub fn get_system_health(&self) -> DeviceResult<SystemHealth> {
619        let monitor = self.monitor.read().map_err(|e| {
620            DeviceError::LockError(format!("Failed to acquire read lock on monitor: {e}"))
621        })?;
622        Ok(monitor.get_system_health())
623    }
624    /// Generate telemetry report
625    pub async fn generate_report(&self, report_type: ReportType) -> DeviceResult<TelemetryReport> {
626        let analytics = self.analytics.read().map_err(|e| {
627            DeviceError::LockError(format!("Failed to acquire read lock on analytics: {e}"))
628        })?;
629        analytics.generate_report(report_type).await
630    }
631    async fn start_metric_collection(&self) -> DeviceResult<()> {
632        let interval_duration = Duration::from_secs(self.config.collection_interval);
633        let mut interval = interval(interval_duration);
634        Ok(())
635    }
636    async fn start_realtime_monitoring(&self) -> DeviceResult<()> {
637        Ok(())
638    }
639    async fn start_analytics_processing(&self) -> DeviceResult<()> {
640        Ok(())
641    }
642    async fn start_alert_processing(&self) -> DeviceResult<()> {
643        Ok(())
644    }
645}
646/// Health check criterion
647#[derive(Debug, Clone, Serialize, Deserialize)]
648pub struct HealthCriterion {
649    /// Metric name
650    pub metric: String,
651    /// Comparison operator
652    pub operator: ComparisonOperator,
653    /// Expected value
654    pub value: f64,
655    /// Severity level
656    pub severity: AlertSeverity,
657}
658/// Monitoring configuration
659#[derive(Debug, Clone, Serialize, Deserialize)]
660pub struct MonitoringConfig {
661    /// Real-time dashboard refresh rate (seconds)
662    pub dashboard_refresh_rate: u64,
663    /// Health check interval (seconds)
664    pub health_check_interval: u64,
665    /// Anomaly detection sensitivity (0.0-1.0)
666    pub anomaly_sensitivity: f64,
667    /// Enable trend analysis
668    pub enable_trend_analysis: bool,
669    /// Monitoring targets
670    pub monitoring_targets: Vec<MonitoringTarget>,
671}
672/// Export format
673#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
674pub enum ExportFormat {
675    JSON,
676    Prometheus,
677    InfluxDB,
678    CSV,
679    Binary,
680    Custom(String),
681}
682/// Data retention configuration
683#[derive(Debug, Clone, Serialize, Deserialize)]
684pub struct RetentionConfig {
685    /// Real-time data retention (hours)
686    pub realtime_retention_hours: u32,
687    /// Historical data retention (days)
688    pub historical_retention_days: u32,
689    /// Aggregated data retention (months)
690    pub aggregated_retention_months: u32,
691    /// Enable data compression
692    pub enable_compression: bool,
693    /// Archive threshold (GB)
694    pub archive_threshold_gb: f64,
695}
696/// Alert configuration
697#[derive(Debug, Clone, Serialize, Deserialize)]
698pub struct AlertConfig {
699    /// Enable email alerts
700    pub enable_email_alerts: bool,
701    /// Enable SMS alerts
702    pub enable_sms_alerts: bool,
703    /// Enable webhook alerts
704    pub enable_webhook_alerts: bool,
705    /// Enable Slack alerts
706    pub enable_slack_alerts: bool,
707    /// Alert thresholds
708    pub thresholds: HashMap<String, AlertThreshold>,
709    /// Alert escalation rules
710    pub escalation_rules: Vec<EscalationRule>,
711    /// Alert suppression rules
712    pub suppression_rules: Vec<SuppressionRule>,
713}
714/// Escalation event
715#[derive(Debug, Clone, Serialize, Deserialize)]
716pub struct EscalationEvent {
717    /// Escalation time
718    pub timestamp: SystemTime,
719    /// Previous level
720    pub from_level: u32,
721    /// New level
722    pub to_level: u32,
723    /// Escalation reason
724    pub reason: String,
725    /// Actions taken
726    pub actions: Vec<String>,
727}
728/// Aggregated data
729#[derive(Debug, Clone, Serialize, Deserialize)]
730pub struct AggregatedData {
731    /// Aggregation interval
732    pub interval: Duration,
733    /// Statistical summary
734    pub summary: StatisticalSummary,
735    /// Data points
736    pub data_points: Vec<(SystemTime, f64)>,
737    /// Last updated
738    pub last_updated: SystemTime,
739}
740/// Escalation action
741#[derive(Debug, Clone, Serialize, Deserialize)]
742pub enum EscalationAction {
743    NotifyAdministrator,
744    TriggerAutomatedResponse,
745    DisableAffectedComponent,
746    IncreaseMonitoringFrequency,
747    CreateIncident,
748}
749/// Alert suppression rule
750#[derive(Debug, Clone, Serialize, Deserialize)]
751pub struct SuppressionRule {
752    /// Rule name
753    pub name: String,
754    /// Suppression condition
755    pub condition: SuppressionCondition,
756    /// Suppression duration
757    pub duration: Duration,
758    /// Affected alert types
759    pub alert_types: Vec<String>,
760}
761/// Export endpoint configuration
762#[derive(Debug, Clone, Serialize, Deserialize)]
763pub struct ExportEndpoint {
764    /// Endpoint URL
765    pub url: String,
766    /// Authentication configuration
767    pub auth: Option<ExportAuth>,
768    /// Export format
769    pub format: ExportFormat,
770    /// Export frequency
771    pub frequency: Duration,
772    /// Batch size
773    pub batch_size: usize,
774}
775/// Configuration for telemetry system
776#[derive(Debug, Clone, Serialize, Deserialize)]
777pub struct TelemetryConfig {
778    /// Enable telemetry collection
779    pub enabled: bool,
780    /// Collection interval in seconds
781    pub collection_interval: u64,
782    /// Enable real-time monitoring
783    pub enable_realtime_monitoring: bool,
784    /// Enable analytics and reporting
785    pub enable_analytics: bool,
786    /// Enable alerting system
787    pub enable_alerting: bool,
788    /// Data retention configuration
789    pub retention_config: RetentionConfig,
790    /// Metric collection configuration
791    pub metric_config: MetricConfig,
792    /// Monitoring configuration
793    pub monitoring_config: MonitoringConfig,
794    /// Analytics configuration
795    pub analytics_config: AnalyticsConfig,
796    /// Alert configuration
797    pub alert_config: AlertConfig,
798    /// Export configuration
799    pub export_config: ExportConfig,
800}
801/// Anomaly detector types
802#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
803pub enum AnomalyDetectorType {
804    Statistical,
805    MachineLearning,
806    Threshold,
807    Isolation,
808    LSTM,
809    AutoEncoder,
810    Custom(String),
811}
812/// Threshold rule
813#[derive(Debug, Clone, Serialize, Deserialize)]
814pub struct ThresholdRule {
815    /// Threshold value
816    pub value: f64,
817    /// Comparison operator
818    pub operator: ComparisonOperator,
819    /// Duration before triggering
820    pub duration: Duration,
821    /// Recovery threshold
822    pub recovery_value: Option<f64>,
823}
824/// Trend analysis result
825#[derive(Debug, Clone, Serialize, Deserialize)]
826pub struct TrendAnalysis {
827    /// Trend direction
828    pub direction: TrendDirection,
829    /// Trend strength (0.0-1.0)
830    pub strength: f64,
831    /// Trend slope
832    pub slope: f64,
833    /// R-squared for trend line
834    pub r_squared: f64,
835    /// Confidence interval
836    pub confidence_interval: (f64, f64),
837    /// Projection
838    pub projection: Vec<(SystemTime, f64)>,
839}
840/// Alert definition
841#[derive(Debug, Clone, Serialize, Deserialize)]
842pub struct Alert {
843    /// Alert ID
844    pub id: String,
845    /// Alert name
846    pub name: String,
847    /// Alert severity
848    pub severity: AlertSeverity,
849    /// Alert message
850    pub message: String,
851    /// Affected metric
852    pub metric: String,
853    /// Current value
854    pub current_value: f64,
855    /// Threshold value
856    pub threshold_value: f64,
857    /// Alert state
858    pub state: AlertState,
859    /// First triggered
860    pub first_triggered: SystemTime,
861    /// Last triggered
862    pub last_triggered: SystemTime,
863    /// Acknowledgment info
864    pub acknowledgment: Option<AlertAcknowledgment>,
865    /// Metadata
866    pub metadata: HashMap<String, String>,
867}
868/// Storage configuration
869#[derive(Debug, Clone, Serialize, Deserialize)]
870pub struct StorageConfig {
871    /// Buffer size for real-time data
872    pub realtime_buffer_size: usize,
873    /// Aggregation intervals
874    pub aggregation_intervals: Vec<Duration>,
875    /// Compression settings
876    pub compression: CompressionConfig,
877    /// Persistence settings
878    pub persistence: PersistenceConfig,
879}
880/// Health status
881#[derive(Debug, Clone, Serialize, Deserialize)]
882pub struct HealthStatus {
883    /// Overall status
884    pub status: SystemStatus,
885    /// Last check time
886    pub last_check: SystemTime,
887    /// Status details
888    pub details: HashMap<String, String>,
889    /// Health score (0.0-1.0)
890    pub health_score: f64,
891    /// Issues detected
892    pub issues: Vec<HealthIssue>,
893}
894/// Telemetry data storage
895#[derive(Debug)]
896pub struct TelemetryStorage {
897    /// Storage configuration
898    config: StorageConfig,
899    /// Real-time metric buffer
900    realtime_buffer: HashMap<String, VecDeque<Metric>>,
901    /// Aggregated data cache
902    aggregated_cache: HashMap<String, AggregatedData>,
903    /// Time series index
904    time_series_index: BTreeMap<SystemTime, Vec<String>>,
905    /// Storage statistics
906    statistics: StorageStatistics,
907}
908impl TelemetryStorage {
909    fn new(config: StorageConfig) -> Self {
910        Self {
911            config,
912            realtime_buffer: HashMap::new(),
913            aggregated_cache: HashMap::new(),
914            time_series_index: BTreeMap::new(),
915            statistics: StorageStatistics {
916                total_metrics: 0,
917                storage_size_bytes: 0,
918                compression_ratio: 1.0,
919                write_rate: 0.0,
920                read_rate: 0.0,
921                cache_hit_rate: 0.0,
922            },
923        }
924    }
925    fn store_metrics(&mut self, metrics: &[Metric]) -> DeviceResult<()> {
926        for metric in metrics {
927            let buffer = self.realtime_buffer.entry(metric.name.clone()).or_default();
928            buffer.push_back(metric.clone());
929            while buffer.len() > self.config.realtime_buffer_size {
930                buffer.pop_front();
931            }
932            let metric_names = self.time_series_index.entry(metric.timestamp).or_default();
933            metric_names.push(metric.name.clone());
934        }
935        self.statistics.total_metrics += metrics.len() as u64;
936        Ok(())
937    }
938}
939/// Statistical summary
940#[derive(Debug, Clone, Serialize, Deserialize)]
941pub struct StatisticalSummary {
942    /// Count
943    pub count: usize,
944    /// Mean
945    pub mean: f64,
946    /// Standard deviation
947    pub std_dev: f64,
948    /// Minimum value
949    pub min: f64,
950    /// Maximum value
951    pub max: f64,
952    /// Percentiles
953    pub percentiles: HashMap<u8, f64>,
954    /// Variance
955    pub variance: f64,
956    /// Skewness
957    pub skewness: f64,
958    /// Kurtosis
959    pub kurtosis: f64,
960}
961/// Analytics configuration
962#[derive(Debug, Clone, Serialize, Deserialize)]
963pub struct AnalyticsConfig {
964    /// Enable statistical analysis
965    pub enable_statistical_analysis: bool,
966    /// Enable predictive analytics
967    pub enable_predictive_analytics: bool,
968    /// Enable correlation analysis
969    pub enable_correlation_analysis: bool,
970    /// Analytics processing interval (minutes)
971    pub processing_interval_minutes: u64,
972    /// Statistical confidence level
973    pub confidence_level: f64,
974    /// Prediction horizon (hours)
975    pub prediction_horizon_hours: u64,
976}
977/// Alert threshold specification
978#[derive(Debug, Clone, Serialize, Deserialize)]
979pub struct AlertThreshold {
980    /// Warning threshold
981    pub warning: Option<ThresholdRule>,
982    /// Critical threshold
983    pub critical: Option<ThresholdRule>,
984    /// Emergency threshold
985    pub emergency: Option<ThresholdRule>,
986}
987/// Report insight
988#[derive(Debug, Clone, Serialize, Deserialize)]
989pub struct ReportInsight {
990    /// Insight type
991    pub insight_type: InsightType,
992    /// Insight description
993    pub description: String,
994    /// Supporting data
995    pub data: HashMap<String, f64>,
996    /// Confidence level
997    pub confidence: f64,
998    /// Impact assessment
999    pub impact: ImpactLevel,
1000}
1001/// Escalation condition
1002#[derive(Debug, Clone, Serialize, Deserialize)]
1003pub enum EscalationCondition {
1004    UnresolvedAfter(Duration),
1005    RepeatedFailures(u32),
1006    SeverityIncrease,
1007    MetricThreshold(String, f64),
1008}
1009/// Metric collection configuration
1010#[derive(Debug, Clone, Serialize, Deserialize)]
1011pub struct MetricConfig {
1012    /// Enable performance metrics
1013    pub enable_performance_metrics: bool,
1014    /// Enable resource metrics
1015    pub enable_resource_metrics: bool,
1016    /// Enable error metrics
1017    pub enable_error_metrics: bool,
1018    /// Enable cost metrics
1019    pub enable_cost_metrics: bool,
1020    /// Enable custom metrics
1021    pub enable_custom_metrics: bool,
1022    /// Metric sampling rate (0.0-1.0)
1023    pub sampling_rate: f64,
1024    /// Batch size for metric collection
1025    pub batch_size: usize,
1026}
1027/// Types of monitoring targets
1028#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
1029pub enum MonitoringTargetType {
1030    Device,
1031    Circuit,
1032    Job,
1033    Provider,
1034    Resource,
1035    Application,
1036    Custom(String),
1037}
1038/// Persistence configuration
1039#[derive(Debug, Clone, Serialize, Deserialize)]
1040pub struct PersistenceConfig {
1041    /// Enable persistence
1042    pub enabled: bool,
1043    /// Storage backend
1044    pub backend: StorageBackend,
1045    /// Batch write size
1046    pub batch_size: usize,
1047    /// Write interval
1048    pub write_interval: Duration,
1049}
1050/// Statistical model types
1051#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
1052pub enum StatisticalModelType {
1053    Normal,
1054    Exponential,
1055    Gamma,
1056    ChiSquared,
1057    Weibull,
1058    Beta,
1059    LogNormal,
1060    Custom(String),
1061}
1062/// Alert state
1063#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
1064pub enum AlertState {
1065    Triggered,
1066    Acknowledged,
1067    Resolved,
1068    Suppressed,
1069    Escalated,
1070}
1071/// Alert acknowledgment
1072#[derive(Debug, Clone, Serialize, Deserialize)]
1073pub struct AlertAcknowledgment {
1074    /// Acknowledged by
1075    pub acknowledged_by: String,
1076    /// Acknowledgment time
1077    pub acknowledged_at: SystemTime,
1078    /// Acknowledgment message
1079    pub message: String,
1080}
1081/// Storage backends
1082#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
1083pub enum StorageBackend {
1084    Memory,
1085    File,
1086    Database,
1087    TimeSeries,
1088    Cloud,
1089}
1090/// Report summary
1091#[derive(Debug, Clone, Serialize, Deserialize)]
1092pub struct ReportSummary {
1093    /// Key performance indicators
1094    pub kpis: HashMap<String, f64>,
1095    /// Performance highlights
1096    pub highlights: Vec<String>,
1097    /// Issues identified
1098    pub issues: Vec<String>,
1099    /// Overall assessment
1100    pub assessment: String,
1101}
1102/// Metric snapshot
1103#[derive(Debug, Clone, Serialize, Deserialize)]
1104pub struct MetricSnapshot {
1105    /// Metric value
1106    pub value: f64,
1107    /// Timestamp
1108    pub timestamp: SystemTime,
1109    /// Change rate (per second)
1110    pub rate: Option<f64>,
1111    /// Trend direction
1112    pub trend: TrendDirection,
1113    /// Anomaly score
1114    pub anomaly_score: Option<f64>,
1115}
1116/// Statistical model
1117#[derive(Debug, Clone, Serialize, Deserialize)]
1118pub struct StatisticalModel {
1119    /// Model type
1120    pub model_type: StatisticalModelType,
1121    /// Model parameters
1122    pub parameters: HashMap<String, f64>,
1123    /// Goodness of fit metrics
1124    pub fit_metrics: FitMetrics,
1125    /// Last updated
1126    pub last_updated: SystemTime,
1127    /// Training data size
1128    pub training_size: usize,
1129}
1130/// Comparison operators for criteria
1131#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
1132pub enum ComparisonOperator {
1133    GreaterThan,
1134    LessThan,
1135    Equals,
1136    NotEquals,
1137    GreaterThanOrEqual,
1138    LessThanOrEqual,
1139    Between(f64, f64),
1140    Outside(f64, f64),
1141}
1142/// Types of metrics
1143#[derive(Debug, Clone, PartialEq, Eq, Serialize, Deserialize)]
1144pub enum MetricType {
1145    Counter,
1146    Gauge,
1147    Histogram,
1148    Summary,
1149    Timer,
1150    Custom(String),
1151}
1152/// Telemetry report
1153#[derive(Debug, Clone, Serialize, Deserialize)]
1154pub struct TelemetryReport {
1155    /// Report type
1156    pub report_type: ReportType,
1157    /// Report period
1158    pub period: (SystemTime, SystemTime),
1159    /// Executive summary
1160    pub summary: ReportSummary,
1161    /// Detailed metrics
1162    pub metrics: HashMap<String, MetricReport>,
1163    /// Trends and insights
1164    pub insights: Vec<ReportInsight>,
1165    /// Recommendations
1166    pub recommendations: Vec<String>,
1167    /// Generated at
1168    pub generated_at: SystemTime,
1169}
1170/// Individual metric
1171#[derive(Debug, Clone, Serialize, Deserialize)]
1172pub struct Metric {
1173    /// Metric name
1174    pub name: String,
1175    /// Metric value
1176    pub value: f64,
1177    /// Metric unit
1178    pub unit: String,
1179    /// Metric type
1180    pub metric_type: MetricType,
1181    /// Timestamp
1182    pub timestamp: SystemTime,
1183    /// Labels/tags
1184    pub labels: HashMap<String, String>,
1185    /// Metadata
1186    pub metadata: HashMap<String, String>,
1187}
1188/// Model fit metrics
1189#[derive(Debug, Clone, Serialize, Deserialize)]
1190pub struct FitMetrics {
1191    /// R-squared value
1192    pub r_squared: f64,
1193    /// AIC (Akaike Information Criterion)
1194    pub aic: f64,
1195    /// BIC (Bayesian Information Criterion)
1196    pub bic: f64,
1197    /// Log-likelihood
1198    pub log_likelihood: f64,
1199    /// P-value for goodness of fit test
1200    pub p_value: f64,
1201}
1202/// Health check configuration
1203#[derive(Debug, Clone, Serialize, Deserialize)]
1204pub struct HealthCheckConfig {
1205    /// Check endpoint or identifier
1206    pub endpoint: String,
1207    /// Timeout for health check
1208    pub timeout: Duration,
1209    /// Expected response pattern
1210    pub expected_response: Option<String>,
1211    /// Health criteria
1212    pub criteria: Vec<HealthCriterion>,
1213}
quantrs2_device/telemetry/types.rs

quantrs2_device/telemetry/
types.rs
