1use super::*;
7
8pub struct AlgorithmDeploymentManager {
10 config: DeploymentConfig,
11 active_deployments: HashMap<String, Deployment>,
12 deployment_templates: HashMap<String, DeploymentTemplate>,
13 scaling_manager: Arc<RwLock<ScalingManager>>,
14 monitoring_system: Arc<RwLock<DeploymentMonitoringSystem>>,
15 resource_allocator: Arc<RwLock<ResourceAllocator>>,
16 container_orchestrator: Arc<RwLock<ContainerOrchestrator>>,
17}
18
19#[derive(Debug, Clone, Serialize, Deserialize)]
21pub struct DeploymentRequest {
22 pub algorithm_id: String,
23 pub user_id: String,
24 pub deployment_name: String,
25 pub target_environment: DeploymentEnvironment,
26 pub resource_requirements: ResourceRequirements,
27 pub scaling_config: ScalingConfiguration,
28 pub monitoring_config: MonitoringConfiguration,
29 pub security_config: SecurityConfiguration,
30 pub network_config: NetworkConfiguration,
31 pub storage_config: StorageConfiguration,
32}
33
34#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
36pub enum DeploymentEnvironment {
37 Development,
38 Staging,
39 Production,
40 Research,
41 Education,
42 Demo,
43 Custom(String),
44}
45
46#[derive(Debug, Clone)]
48pub struct Deployment {
49 pub deployment_id: String,
50 pub algorithm_id: String,
51 pub user_id: String,
52 pub deployment_name: String,
53 pub environment: DeploymentEnvironment,
54 pub status: DeploymentStatus,
55 pub instances: Vec<DeploymentInstance>,
56 pub configuration: DeploymentConfig,
57 pub created_at: SystemTime,
58 pub updated_at: SystemTime,
59 pub health_status: HealthStatus,
60 pub metrics: DeploymentMetrics,
61}
62
63#[derive(Debug, Clone)]
65pub struct DeploymentInstance {
66 pub instance_id: String,
67 pub node_id: String,
68 pub status: InstanceStatus,
69 pub resource_allocation: ResourceAllocation,
70 pub health_checks: Vec<HealthCheck>,
71 pub performance_metrics: InstanceMetrics,
72 pub created_at: SystemTime,
73 pub last_heartbeat: SystemTime,
74}
75
76#[derive(Debug, Clone, PartialEq)]
78pub enum InstanceStatus {
79 Pending,
80 Starting,
81 Running,
82 Stopping,
83 Stopped,
84 Failed,
85 Unhealthy,
86 Scaling,
87}
88
89#[derive(Debug, Clone)]
91pub struct ResourceAllocation {
92 pub cpu_cores: f64,
93 pub memory_gb: f64,
94 pub storage_gb: f64,
95 pub quantum_resources: QuantumResourceAllocation,
96 pub network_bandwidth_mbps: f64,
97 pub gpu_allocation: Option<GPUAllocation>,
98}
99
100#[derive(Debug, Clone)]
102pub struct QuantumResourceAllocation {
103 pub allocated_qubits: usize,
104 pub quantum_volume: f64,
105 pub gate_fidelity: f64,
106 pub coherence_time: Duration,
107 pub platform_access: Vec<String>,
108 pub priority_level: Priority,
109}
110
111#[derive(Debug, Clone, PartialEq)]
113pub enum Priority {
114 Low,
115 Normal,
116 High,
117 Critical,
118 Research,
119 Production,
120}
121
122#[derive(Debug, Clone)]
124pub struct GPUAllocation {
125 pub gpu_type: String,
126 pub gpu_count: usize,
127 pub memory_gb: f64,
128 pub compute_capability: String,
129}
130
131#[derive(Debug, Clone)]
133pub struct HealthCheck {
134 pub check_type: HealthCheckType,
135 pub endpoint: String,
136 pub interval: Duration,
137 pub timeout: Duration,
138 pub retries: u32,
139 pub expected_response: ExpectedResponse,
140}
141
142#[derive(Debug, Clone, PartialEq)]
144pub enum HealthCheckType {
145 HTTP,
146 TCP,
147 Quantum,
148 Custom,
149}
150
151#[derive(Debug, Clone)]
153pub enum ExpectedResponse {
154 StatusCode(u16),
155 QuantumFidelity(f64),
156 ResponseTime(Duration),
157 Custom(String),
158}
159
160#[derive(Debug, Clone)]
162pub struct InstanceMetrics {
163 pub cpu_utilization: f64,
164 pub memory_utilization: f64,
165 pub network_io: NetworkIO,
166 pub storage_io: StorageIO,
167 pub quantum_metrics: QuantumMetrics,
168 pub error_rate: f64,
169 pub response_time: Duration,
170}
171
172#[derive(Debug, Clone)]
174pub struct NetworkIO {
175 pub bytes_in: u64,
176 pub bytes_out: u64,
177 pub packets_in: u64,
178 pub packets_out: u64,
179 pub errors: u64,
180}
181
182#[derive(Debug, Clone)]
184pub struct StorageIO {
185 pub bytes_read: u64,
186 pub bytes_written: u64,
187 pub read_operations: u64,
188 pub write_operations: u64,
189 pub latency: Duration,
190}
191
192#[derive(Debug, Clone)]
194pub struct QuantumMetrics {
195 pub circuit_executions: u64,
196 pub average_fidelity: f64,
197 pub gate_errors: u64,
198 pub readout_errors: u64,
199 pub quantum_volume_used: f64,
200 pub coherence_time_remaining: Duration,
201}
202
203#[derive(Debug, Clone, PartialEq)]
205pub enum HealthStatus {
206 Healthy,
207 Degraded,
208 Unhealthy,
209 Unknown,
210}
211
212#[derive(Debug, Clone, Serialize, Deserialize)]
214pub struct DeploymentTemplate {
215 pub template_id: String,
216 pub name: String,
217 pub description: String,
218 pub template_type: TemplateType,
219 pub configuration: TemplateConfiguration,
220 pub default_resources: ResourceRequirements,
221 pub supported_algorithms: Vec<AlgorithmCategory>,
222 pub platform_compatibility: Vec<String>,
223}
224
225#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
227pub enum TemplateType {
228 Microservice,
229 Serverless,
230 ContainerCluster,
231 QuantumNative,
232 HybridClassicalQuantum,
233 EdgeDeployment,
234 Custom(String),
235}
236
237#[derive(Debug, Clone, Serialize, Deserialize)]
239pub struct TemplateConfiguration {
240 pub base_image: String,
241 pub runtime_environment: RuntimeEnvironment,
242 pub dependencies: Vec<Dependency>,
243 pub environment_variables: HashMap<String, String>,
244 pub startup_commands: Vec<String>,
245 pub health_check_config: HealthCheckConfiguration,
246}
247
248#[derive(Debug, Clone, Serialize, Deserialize)]
250pub struct RuntimeEnvironment {
251 pub container_runtime: String,
252 pub base_os: String,
253 pub language_runtime: HashMap<String, String>,
254 pub quantum_sdk_versions: HashMap<String, String>,
255 pub classical_libraries: Vec<String>,
256}
257
258#[derive(Debug, Clone, Serialize, Deserialize)]
260pub struct HealthCheckConfiguration {
261 pub enabled: bool,
262 pub initial_delay: Duration,
263 pub check_interval: Duration,
264 pub timeout: Duration,
265 pub failure_threshold: u32,
266 pub success_threshold: u32,
267}
268
269#[derive(Debug, Clone, Serialize, Deserialize)]
271pub struct ScalingConfiguration {
272 pub auto_scaling_enabled: bool,
273 pub min_instances: usize,
274 pub max_instances: usize,
275 pub target_metrics: Vec<ScalingMetric>,
276 pub scale_up_policy: ScalingPolicy,
277 pub scale_down_policy: ScalingPolicy,
278 pub cooldown_period: Duration,
279}
280
281#[derive(Debug, Clone, Serialize, Deserialize)]
283pub struct ScalingMetric {
284 pub metric_name: String,
285 pub metric_type: ScalingMetricType,
286 pub target_value: f64,
287 pub comparison_operator: ComparisonOperator,
288 pub aggregation_period: Duration,
289}
290
291#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
293pub enum ScalingMetricType {
294 CPUUtilization,
295 MemoryUtilization,
296 RequestRate,
297 ResponseTime,
298 ErrorRate,
299 QuantumVolume,
300 QueueLength,
301 Custom(String),
302}
303
304#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
306pub enum ComparisonOperator {
307 GreaterThan,
308 GreaterThanOrEqual,
309 LessThan,
310 LessThanOrEqual,
311 Equal,
312 NotEqual,
313}
314
315#[derive(Debug, Clone, Serialize, Deserialize)]
317pub struct ScalingPolicy {
318 pub scaling_type: ScalingType,
319 pub adjustment_value: f64,
320 pub adjustment_type: AdjustmentType,
321 pub min_adjustment_magnitude: Option<f64>,
322}
323
324#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
326pub enum ScalingType {
327 StepScaling,
328 TargetTracking,
329 ScheduledScaling,
330 PredictiveScaling,
331}
332
333#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
335pub enum AdjustmentType {
336 ChangeInCapacity,
337 ExactCapacity,
338 PercentChangeInCapacity,
339}
340
341#[derive(Debug, Clone, Serialize, Deserialize)]
343pub struct MonitoringConfiguration {
344 pub metrics_collection_enabled: bool,
345 pub metrics_collection_interval: Duration,
346 pub log_collection_enabled: bool,
347 pub log_level: LogLevel,
348 pub alerting_enabled: bool,
349 pub alert_rules: Vec<AlertRule>,
350 pub dashboards: Vec<Dashboard>,
351}
352
353#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
355pub enum LogLevel {
356 Debug,
357 Info,
358 Warning,
359 Error,
360 Critical,
361}
362
363#[derive(Debug, Clone, Serialize, Deserialize)]
365pub struct AlertRule {
366 pub rule_name: String,
367 pub metric: String,
368 pub condition: AlertCondition,
369 pub threshold: f64,
370 pub duration: Duration,
371 pub actions: Vec<AlertAction>,
372}
373
374#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
376pub enum AlertCondition {
377 Above,
378 Below,
379 Equal,
380 NotEqual,
381 PercentageChange,
382}
383
384#[derive(Debug, Clone, Serialize, Deserialize)]
386pub struct AlertAction {
387 pub action_type: AlertActionType,
388 pub target: String,
389 pub message_template: String,
390}
391
392#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
394pub enum AlertActionType {
395 Email,
396 SMS,
397 Webhook,
398 AutoScale,
399 Restart,
400 Custom(String),
401}
402
403#[derive(Debug, Clone, Serialize, Deserialize)]
405pub struct Dashboard {
406 pub dashboard_name: String,
407 pub widgets: Vec<DashboardWidget>,
408 pub refresh_interval: Duration,
409 pub access_permissions: Vec<String>,
410}
411
412#[derive(Debug, Clone, Serialize, Deserialize)]
414pub struct DashboardWidget {
415 pub widget_type: WidgetType,
416 pub title: String,
417 pub metrics: Vec<String>,
418 pub time_range: TimeRange,
419 pub visualization_config: HashMap<String, String>,
420}
421
422#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
424pub enum WidgetType {
425 LineChart,
426 BarChart,
427 PieChart,
428 Gauge,
429 Table,
430 Heatmap,
431 Custom(String),
432}
433
434#[derive(Debug, Clone, Serialize, Deserialize)]
436pub struct TimeRange {
437 pub start: TimeSpecification,
438 pub end: TimeSpecification,
439}
440
441#[derive(Debug, Clone, Serialize, Deserialize)]
443pub enum TimeSpecification {
444 Absolute(SystemTime),
445 Relative(Duration),
446 Now,
447}
448
449#[derive(Debug, Clone, Serialize, Deserialize)]
451pub struct SecurityConfiguration {
452 pub authentication_enabled: bool,
453 pub authorization_enabled: bool,
454 pub encryption_at_rest: bool,
455 pub encryption_in_transit: bool,
456 pub network_policies: Vec<NetworkPolicy>,
457 pub secret_management: SecretManagement,
458 pub audit_logging: bool,
459}
460
461#[derive(Debug, Clone, Serialize, Deserialize)]
463pub struct NetworkPolicy {
464 pub policy_name: String,
465 pub ingress_rules: Vec<IngressRule>,
466 pub egress_rules: Vec<EgressRule>,
467}
468
469#[derive(Debug, Clone, Serialize, Deserialize)]
471pub struct IngressRule {
472 pub from_sources: Vec<NetworkSource>,
473 pub to_ports: Vec<PortRange>,
474 pub protocol: NetworkProtocol,
475}
476
477#[derive(Debug, Clone, Serialize, Deserialize)]
479pub struct EgressRule {
480 pub to_destinations: Vec<NetworkDestination>,
481 pub to_ports: Vec<PortRange>,
482 pub protocol: NetworkProtocol,
483}
484
485#[derive(Debug, Clone, Serialize, Deserialize)]
487pub enum NetworkSource {
488 IPBlock(String),
489 PodSelector(HashMap<String, String>),
490 NamespaceSelector(HashMap<String, String>),
491}
492
493#[derive(Debug, Clone, Serialize, Deserialize)]
495pub enum NetworkDestination {
496 IPBlock(String),
497 PodSelector(HashMap<String, String>),
498 NamespaceSelector(HashMap<String, String>),
499}
500
501#[derive(Debug, Clone, Serialize, Deserialize)]
503pub struct PortRange {
504 pub start_port: u16,
505 pub end_port: u16,
506}
507
508#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
510pub enum NetworkProtocol {
511 TCP,
512 UDP,
513 SCTP,
514 ICMP,
515}
516
517#[derive(Debug, Clone, Serialize, Deserialize)]
519pub struct SecretManagement {
520 pub secret_provider: SecretProvider,
521 pub encryption_key_rotation: bool,
522 pub secret_scanning: bool,
523 pub secret_expiration: Option<Duration>,
524}
525
526#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
528pub enum SecretProvider {
529 Kubernetes,
530 HashiCorpVault,
531 AWSSecretsManager,
532 AzureKeyVault,
533 GoogleSecretManager,
534 Custom(String),
535}
536
537#[derive(Debug, Clone, Serialize, Deserialize)]
539pub struct NetworkConfiguration {
540 pub service_type: ServiceType,
541 pub load_balancer_config: LoadBalancerConfiguration,
542 pub ingress_config: IngressConfiguration,
543 pub service_mesh_enabled: bool,
544 pub dns_config: DNSConfiguration,
545}
546
547#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
549pub enum ServiceType {
550 ClusterIP,
551 NodePort,
552 LoadBalancer,
553 ExternalName,
554}
555
556#[derive(Debug, Clone, Serialize, Deserialize)]
558pub struct LoadBalancerConfiguration {
559 pub algorithm: LoadBalancingAlgorithm,
560 pub session_affinity: SessionAffinity,
561 pub health_check_enabled: bool,
562 pub timeout_settings: TimeoutSettings,
563}
564
565#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
567pub enum LoadBalancingAlgorithm {
568 RoundRobin,
569 LeastConnections,
570 WeightedRoundRobin,
571 IPHash,
572 LeastResponseTime,
573}
574
575#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
577pub enum SessionAffinity {
578 None,
579 ClientIP,
580 Cookie,
581}
582
583#[derive(Debug, Clone, Serialize, Deserialize)]
585pub struct TimeoutSettings {
586 pub connection_timeout: Duration,
587 pub read_timeout: Duration,
588 pub write_timeout: Duration,
589 pub idle_timeout: Duration,
590}
591
592#[derive(Debug, Clone, Serialize, Deserialize)]
594pub struct IngressConfiguration {
595 pub enabled: bool,
596 pub ingress_class: String,
597 pub hosts: Vec<String>,
598 pub tls_enabled: bool,
599 pub path_rules: Vec<PathRule>,
600}
601
602#[derive(Debug, Clone, Serialize, Deserialize)]
604pub struct PathRule {
605 pub path: String,
606 pub path_type: PathType,
607 pub service_name: String,
608 pub service_port: u16,
609}
610
611#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
613pub enum PathType {
614 Exact,
615 Prefix,
616 ImplementationSpecific,
617}
618
619#[derive(Debug, Clone, Serialize, Deserialize)]
621pub struct DNSConfiguration {
622 pub cluster_dns: bool,
623 pub dns_policy: DNSPolicy,
624 pub custom_dns_servers: Vec<String>,
625 pub search_domains: Vec<String>,
626}
627
628#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
630pub enum DNSPolicy {
631 ClusterFirst,
632 ClusterFirstWithHostNet,
633 Default,
634 None,
635}
636
637#[derive(Debug, Clone, Serialize, Deserialize)]
639pub struct StorageConfiguration {
640 pub persistent_volumes: Vec<PersistentVolumeConfig>,
641 pub temporary_storage_gb: f64,
642 pub storage_class: String,
643 pub backup_configuration: BackupConfiguration,
644}
645
646#[derive(Debug, Clone, Serialize, Deserialize)]
648pub struct PersistentVolumeConfig {
649 pub volume_name: String,
650 pub size_gb: f64,
651 pub access_mode: AccessMode,
652 pub storage_type: StorageType,
653 pub mount_path: String,
654}
655
656#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
658pub enum AccessMode {
659 ReadWriteOnce,
660 ReadOnlyMany,
661 ReadWriteMany,
662}
663
664#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
666pub enum StorageType {
667 SSD,
668 HDD,
669 NVMe,
670 NetworkAttached,
671 ObjectStorage,
672}
673
674#[derive(Debug, Clone, Serialize, Deserialize)]
676pub struct BackupConfiguration {
677 pub enabled: bool,
678 pub backup_schedule: String,
679 pub retention_policy: RetentionPolicy,
680 pub backup_location: BackupLocation,
681}
682
683#[derive(Debug, Clone, Serialize, Deserialize)]
685pub struct RetentionPolicy {
686 pub daily_backups: u32,
687 pub weekly_backups: u32,
688 pub monthly_backups: u32,
689 pub yearly_backups: u32,
690}
691
692#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
694pub enum BackupLocation {
695 Local,
696 S3,
697 GCS,
698 Azure,
699 Custom(String),
700}
701
702pub struct ScalingManager {
704 scaling_policies: HashMap<String, ScalingConfiguration>,
705 scaling_history: Vec<ScalingEvent>,
706 predictive_models: HashMap<String, PredictiveModel>,
707}
708
709#[derive(Debug, Clone)]
711pub struct ScalingEvent {
712 pub event_id: String,
713 pub deployment_id: String,
714 pub timestamp: SystemTime,
715 pub scaling_action: ScalingAction,
716 pub trigger_metric: String,
717 pub previous_instance_count: usize,
718 pub new_instance_count: usize,
719 pub success: bool,
720}
721
722#[derive(Debug, Clone, PartialEq)]
724pub enum ScalingAction {
725 ScaleUp,
726 ScaleDown,
727 ScaleOut,
728 ScaleIn,
729}
730
731#[derive(Debug, Clone)]
733pub struct PredictiveModel {
734 pub model_type: String,
735 pub parameters: Vec<f64>,
736 pub accuracy: f64,
737 pub last_trained: SystemTime,
738}
739
740pub struct DeploymentMonitoringSystem {
742 metrics_collectors: Vec<Box<dyn MetricsCollector + Send + Sync>>,
743 alert_manager: AlertManager,
744 dashboards: Vec<Dashboard>,
745 log_aggregator: LogAggregator,
746}
747
748pub trait MetricsCollector {
750 fn collect_metrics(&self, deployment_id: &str) -> DeviceResult<Vec<Metric>>;
751 fn get_collector_name(&self) -> String;
752}
753
754#[derive(Debug, Clone)]
756pub struct Metric {
757 pub name: String,
758 pub value: f64,
759 pub timestamp: SystemTime,
760 pub labels: HashMap<String, String>,
761 pub unit: String,
762}
763
764#[derive(Debug)]
766pub struct AlertManager {
767 active_alerts: Vec<Alert>,
768 alert_rules: Vec<AlertRule>,
769 notification_channels: Vec<NotificationChannel>,
770}
771
772#[derive(Debug, Clone)]
774pub struct Alert {
775 pub alert_id: String,
776 pub rule_name: String,
777 pub severity: AlertSeverity,
778 pub message: String,
779 pub triggered_at: SystemTime,
780 pub resolved_at: Option<SystemTime>,
781 pub labels: HashMap<String, String>,
782}
783
784#[derive(Debug, Clone, PartialEq)]
786pub enum AlertSeverity {
787 Info,
788 Warning,
789 Critical,
790 Emergency,
791}
792
793#[derive(Debug, Clone)]
795pub struct NotificationChannel {
796 pub channel_type: NotificationChannelType,
797 pub configuration: HashMap<String, String>,
798 pub enabled: bool,
799}
800
801#[derive(Debug, Clone, PartialEq)]
803pub enum NotificationChannelType {
804 Email,
805 Slack,
806 PagerDuty,
807 Webhook,
808 SMS,
809}
810
811#[derive(Debug)]
813pub struct LogAggregator {
814 log_streams: HashMap<String, LogStream>,
815 log_retention_policy: LogRetentionPolicy,
816 search_index: LogSearchIndex,
817}
818
819#[derive(Debug, Clone)]
821pub struct LogStream {
822 pub stream_id: String,
823 pub deployment_id: String,
824 pub log_level: LogLevel,
825 pub entries: VecDeque<LogEntry>,
826}
827
828#[derive(Debug, Clone)]
830pub struct LogEntry {
831 pub timestamp: SystemTime,
832 pub level: LogLevel,
833 pub message: String,
834 pub source: String,
835 pub metadata: HashMap<String, String>,
836}
837
838#[derive(Debug, Clone)]
840pub struct LogRetentionPolicy {
841 pub retention_days: u32,
842 pub max_size_gb: f64,
843 pub compression_enabled: bool,
844}
845
846#[derive(Debug)]
848pub struct LogSearchIndex {
849 text_index: HashMap<String, Vec<String>>,
850 time_index: BTreeMap<SystemTime, Vec<String>>,
851}
852
853pub struct ResourceAllocator {
855 available_resources: HashMap<String, AvailableResources>,
856 resource_reservations: HashMap<String, ResourceReservation>,
857 allocation_strategies: Vec<Box<dyn AllocationStrategy + Send + Sync>>,
858}
859
860#[derive(Debug, Clone)]
862pub struct AvailableResources {
863 pub node_id: String,
864 pub cpu_cores: f64,
865 pub memory_gb: f64,
866 pub storage_gb: f64,
867 pub quantum_qubits: usize,
868 pub network_bandwidth_mbps: f64,
869 pub gpu_resources: Vec<GPUResource>,
870}
871
872#[derive(Debug, Clone)]
874pub struct GPUResource {
875 pub gpu_type: String,
876 pub memory_gb: f64,
877 pub compute_units: usize,
878 pub available: bool,
879}
880
881#[derive(Debug, Clone)]
883pub struct ResourceReservation {
884 pub reservation_id: String,
885 pub deployment_id: String,
886 pub resources: ResourceAllocation,
887 pub reserved_at: SystemTime,
888 pub expires_at: SystemTime,
889}
890
891pub trait AllocationStrategy {
893 fn allocate_resources(
894 &self,
895 requirements: &ResourceRequirements,
896 available: &[AvailableResources],
897 ) -> DeviceResult<Vec<ResourceAllocation>>;
898 fn get_strategy_name(&self) -> String;
899}
900
901pub struct ContainerOrchestrator {
903 orchestrator_type: OrchestratorType,
904 cluster_config: ClusterConfiguration,
905 node_manager: NodeManager,
906 service_discovery: ServiceDiscovery,
907}
908
909#[derive(Debug, Clone, PartialEq)]
911pub enum OrchestratorType {
912 Kubernetes,
913 DockerSwarm,
914 Nomad,
915 Custom(String),
916}
917
918#[derive(Debug, Clone)]
920pub struct ClusterConfiguration {
921 pub cluster_name: String,
922 pub version: String,
923 pub nodes: Vec<ClusterNode>,
924 pub networking: ClusterNetworking,
925 pub storage: ClusterStorage,
926}
927
928#[derive(Debug, Clone)]
930pub struct ClusterNode {
931 pub node_id: String,
932 pub node_type: NodeType,
933 pub resources: AvailableResources,
934 pub labels: HashMap<String, String>,
935 pub taints: Vec<NodeTaint>,
936}
937
938#[derive(Debug, Clone, PartialEq)]
940pub enum NodeType {
941 Master,
942 Worker,
943 Edge,
944 Quantum,
945}
946
947#[derive(Debug, Clone)]
949pub struct NodeTaint {
950 pub key: String,
951 pub value: Option<String>,
952 pub effect: TaintEffect,
953}
954
955#[derive(Debug, Clone, PartialEq)]
957pub enum TaintEffect {
958 NoSchedule,
959 PreferNoSchedule,
960 NoExecute,
961}
962
963#[derive(Debug, Clone)]
965pub struct ClusterNetworking {
966 pub network_plugin: String,
967 pub pod_cidr: String,
968 pub service_cidr: String,
969 pub dns_config: DNSConfiguration,
970}
971
972#[derive(Debug, Clone)]
974pub struct ClusterStorage {
975 pub storage_classes: Vec<StorageClass>,
976 pub default_storage_class: String,
977 pub volume_plugins: Vec<String>,
978}
979
980#[derive(Debug, Clone)]
982pub struct StorageClass {
983 pub name: String,
984 pub provisioner: String,
985 pub parameters: HashMap<String, String>,
986 pub reclaim_policy: ReclaimPolicy,
987}
988
989#[derive(Debug, Clone, PartialEq)]
991pub enum ReclaimPolicy {
992 Retain,
993 Delete,
994 Recycle,
995}
996
997#[derive(Debug)]
999pub struct NodeManager {
1000 nodes: HashMap<String, ClusterNode>,
1001 node_health: HashMap<String, NodeHealth>,
1002 node_allocations: HashMap<String, Vec<String>>,
1003}
1004
1005#[derive(Debug, Clone)]
1007pub struct NodeHealth {
1008 pub status: NodeStatus,
1009 pub last_heartbeat: SystemTime,
1010 pub resource_pressure: ResourcePressure,
1011 pub conditions: Vec<NodeCondition>,
1012}
1013
1014#[derive(Debug, Clone, PartialEq)]
1016pub enum NodeStatus {
1017 Ready,
1018 NotReady,
1019 Unknown,
1020}
1021
1022#[derive(Debug, Clone)]
1024pub struct ResourcePressure {
1025 pub memory_pressure: bool,
1026 pub disk_pressure: bool,
1027 pub pid_pressure: bool,
1028}
1029
1030#[derive(Debug, Clone)]
1032pub struct NodeCondition {
1033 pub condition_type: String,
1034 pub status: bool,
1035 pub last_transition: SystemTime,
1036 pub reason: String,
1037 pub message: String,
1038}
1039
1040#[derive(Debug)]
1042pub struct ServiceDiscovery {
1043 services: HashMap<String, ServiceEndpoint>,
1044 service_registry: ServiceRegistry,
1045}
1046
1047#[derive(Debug, Clone)]
1049pub struct ServiceEndpoint {
1050 pub service_name: String,
1051 pub endpoints: Vec<Endpoint>,
1052 pub health_status: ServiceHealthStatus,
1053}
1054
1055#[derive(Debug, Clone, PartialEq)]
1057pub enum ServiceHealthStatus {
1058 Healthy,
1059 Degraded,
1060 Unhealthy,
1061 Unknown,
1062}
1063
1064#[derive(Debug, Clone)]
1066pub struct Endpoint {
1067 pub ip: String,
1068 pub port: u16,
1069 pub protocol: String,
1070 pub health_status: EndpointHealth,
1071}
1072
1073#[derive(Debug, Clone, PartialEq)]
1075pub enum EndpointHealth {
1076 Healthy,
1077 Unhealthy,
1078 Unknown,
1079}
1080
1081#[derive(Debug)]
1083pub struct ServiceRegistry {
1084 registry_type: RegistryType,
1085 configuration: HashMap<String, String>,
1086}
1087
1088#[derive(Debug, Clone, PartialEq)]
1090pub enum RegistryType {
1091 Consul,
1092 Etcd,
1093 Zookeeper,
1094 Kubernetes,
1095 Custom(String),
1096}
1097
1098impl AlgorithmDeploymentManager {
1099 pub fn new(config: &DeploymentConfig) -> DeviceResult<Self> {
1101 let scaling_manager = Arc::new(RwLock::new(ScalingManager::new()?));
1102 let monitoring_system = Arc::new(RwLock::new(DeploymentMonitoringSystem::new()?));
1103 let resource_allocator = Arc::new(RwLock::new(ResourceAllocator::new()?));
1104 let container_orchestrator = Arc::new(RwLock::new(ContainerOrchestrator::new()?));
1105
1106 Ok(Self {
1107 config: config.clone(),
1108 active_deployments: HashMap::new(),
1109 deployment_templates: HashMap::new(),
1110 scaling_manager,
1111 monitoring_system,
1112 resource_allocator,
1113 container_orchestrator,
1114 })
1115 }
1116
1117 pub async fn initialize(&self) -> DeviceResult<()> {
1119 Ok(())
1121 }
1122
1123 pub async fn create_deployment(
1125 &mut self,
1126 request: DeploymentRequest,
1127 ) -> DeviceResult<Deployment> {
1128 let deployment_id = Uuid::new_v4().to_string();
1129
1130 self.validate_deployment_request(&request)?;
1132
1133 let resource_allocator = self.resource_allocator.read().unwrap();
1135 let allocations = resource_allocator.allocate_resources(&request.resource_requirements)?;
1136
1137 let mut instances = Vec::new();
1139 for allocation in allocations {
1140 let instance = DeploymentInstance {
1141 instance_id: Uuid::new_v4().to_string(),
1142 node_id: "node_1".to_string(), status: InstanceStatus::Pending,
1144 resource_allocation: allocation,
1145 health_checks: vec![],
1146 performance_metrics: InstanceMetrics::default(),
1147 created_at: SystemTime::now(),
1148 last_heartbeat: SystemTime::now(),
1149 };
1150 instances.push(instance);
1151 }
1152
1153 let deployment = Deployment {
1155 deployment_id: deployment_id.clone(),
1156 algorithm_id: request.algorithm_id,
1157 user_id: request.user_id,
1158 deployment_name: request.deployment_name,
1159 environment: request.target_environment,
1160 status: DeploymentStatus::Pending,
1161 instances,
1162 configuration: self.config.clone(),
1163 created_at: SystemTime::now(),
1164 updated_at: SystemTime::now(),
1165 health_status: HealthStatus::Unknown,
1166 metrics: DeploymentMetrics::default(),
1167 };
1168
1169 self.active_deployments
1171 .insert(deployment_id, deployment.clone());
1172
1173 Ok(deployment)
1174 }
1175
1176 pub async fn stop_deployment(&self, deployment_id: &str) -> DeviceResult<()> {
1178 Ok(())
1180 }
1181
1182 fn validate_deployment_request(&self, request: &DeploymentRequest) -> DeviceResult<()> {
1184 if request.resource_requirements.min_qubits > 1000 {
1186 return Err(DeviceError::InvalidInput(
1187 "Too many qubits requested".to_string(),
1188 ));
1189 }
1190
1191 if request.scaling_config.max_instances > self.config.max_concurrent_deployments {
1193 return Err(DeviceError::InvalidInput(
1194 "Max instances exceeds limit".to_string(),
1195 ));
1196 }
1197
1198 Ok(())
1199 }
1200}
1201
1202impl ScalingManager {
1204 fn new() -> DeviceResult<Self> {
1205 Ok(Self {
1206 scaling_policies: HashMap::new(),
1207 scaling_history: vec![],
1208 predictive_models: HashMap::new(),
1209 })
1210 }
1211}
1212
1213impl DeploymentMonitoringSystem {
1214 fn new() -> DeviceResult<Self> {
1215 Ok(Self {
1216 metrics_collectors: vec![],
1217 alert_manager: AlertManager::new(),
1218 dashboards: vec![],
1219 log_aggregator: LogAggregator::new(),
1220 })
1221 }
1222}
1223
1224impl AlertManager {
1225 fn new() -> Self {
1226 Self {
1227 active_alerts: vec![],
1228 alert_rules: vec![],
1229 notification_channels: vec![],
1230 }
1231 }
1232}
1233
1234impl LogAggregator {
1235 fn new() -> Self {
1236 Self {
1237 log_streams: HashMap::new(),
1238 log_retention_policy: LogRetentionPolicy {
1239 retention_days: 30,
1240 max_size_gb: 100.0,
1241 compression_enabled: true,
1242 },
1243 search_index: LogSearchIndex {
1244 text_index: HashMap::new(),
1245 time_index: BTreeMap::new(),
1246 },
1247 }
1248 }
1249}
1250
1251impl ResourceAllocator {
1252 fn new() -> DeviceResult<Self> {
1253 Ok(Self {
1254 available_resources: HashMap::new(),
1255 resource_reservations: HashMap::new(),
1256 allocation_strategies: vec![],
1257 })
1258 }
1259
1260 fn allocate_resources(
1261 &self,
1262 _requirements: &ResourceRequirements,
1263 ) -> DeviceResult<Vec<ResourceAllocation>> {
1264 let allocation = ResourceAllocation {
1266 cpu_cores: 2.0,
1267 memory_gb: 8.0,
1268 storage_gb: 100.0,
1269 quantum_resources: QuantumResourceAllocation {
1270 allocated_qubits: 10,
1271 quantum_volume: 32.0,
1272 gate_fidelity: 0.99,
1273 coherence_time: Duration::from_micros(100),
1274 platform_access: vec!["IBM".to_string()],
1275 priority_level: Priority::Normal,
1276 },
1277 network_bandwidth_mbps: 1000.0,
1278 gpu_allocation: None,
1279 };
1280 Ok(vec![allocation])
1281 }
1282}
1283
1284impl ContainerOrchestrator {
1285 fn new() -> DeviceResult<Self> {
1286 Ok(Self {
1287 orchestrator_type: OrchestratorType::Kubernetes,
1288 cluster_config: ClusterConfiguration {
1289 cluster_name: "quantum-cluster".to_string(),
1290 version: "1.0.0".to_string(),
1291 nodes: vec![],
1292 networking: ClusterNetworking {
1293 network_plugin: "calico".to_string(),
1294 pod_cidr: "10.244.0.0/16".to_string(),
1295 service_cidr: "10.96.0.0/12".to_string(),
1296 dns_config: DNSConfiguration {
1297 cluster_dns: true,
1298 dns_policy: DNSPolicy::ClusterFirst,
1299 custom_dns_servers: vec![],
1300 search_domains: vec![],
1301 },
1302 },
1303 storage: ClusterStorage {
1304 storage_classes: vec![],
1305 default_storage_class: "ssd".to_string(),
1306 volume_plugins: vec!["csi".to_string()],
1307 },
1308 },
1309 node_manager: NodeManager {
1310 nodes: HashMap::new(),
1311 node_health: HashMap::new(),
1312 node_allocations: HashMap::new(),
1313 },
1314 service_discovery: ServiceDiscovery {
1315 services: HashMap::new(),
1316 service_registry: ServiceRegistry {
1317 registry_type: RegistryType::Kubernetes,
1318 configuration: HashMap::new(),
1319 },
1320 },
1321 })
1322 }
1323}
1324
1325impl Default for InstanceMetrics {
1326 fn default() -> Self {
1327 Self {
1328 cpu_utilization: 0.0,
1329 memory_utilization: 0.0,
1330 network_io: NetworkIO {
1331 bytes_in: 0,
1332 bytes_out: 0,
1333 packets_in: 0,
1334 packets_out: 0,
1335 errors: 0,
1336 },
1337 storage_io: StorageIO {
1338 bytes_read: 0,
1339 bytes_written: 0,
1340 read_operations: 0,
1341 write_operations: 0,
1342 latency: Duration::from_millis(0),
1343 },
1344 quantum_metrics: QuantumMetrics {
1345 circuit_executions: 0,
1346 average_fidelity: 0.0,
1347 gate_errors: 0,
1348 readout_errors: 0,
1349 quantum_volume_used: 0.0,
1350 coherence_time_remaining: Duration::from_millis(0),
1351 },
1352 error_rate: 0.0,
1353 response_time: Duration::from_millis(0),
1354 }
1355 }
1356}
1357
1358impl Default for DeploymentMetrics {
1359 fn default() -> Self {
1360 Self {
1361 uptime_percentage: 0.0,
1362 average_response_time: Duration::from_millis(0),
1363 request_count: 0,
1364 error_count: 0,
1365 throughput_requests_per_second: 0.0,
1366 fidelity_achieved: 0.0,
1367 cost_per_execution: 0.0,
1368 }
1369 }
1370}