quantrs2_device/algorithm_marketplace/
deployment.rs

1//! Algorithm Deployment Management
2//!
3//! This module handles the deployment, scaling, and lifecycle management
4//! of quantum algorithms across multiple cloud platforms and edge devices.
5
6use super::*;
7
8/// Algorithm deployment manager
9pub 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/// Deployment request
20#[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/// Deployment environments
35#[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/// Deployment information
47#[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/// Deployment instance
64#[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/// Instance status
77#[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/// Resource allocation for instances
90#[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/// Quantum resource allocation
101#[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/// Priority levels for quantum resource access
112#[derive(Debug, Clone, PartialEq)]
113pub enum Priority {
114    Low,
115    Normal,
116    High,
117    Critical,
118    Research,
119    Production,
120}
121
122/// GPU allocation
123#[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/// Health check definition
132#[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/// Health check types
143#[derive(Debug, Clone, PartialEq)]
144pub enum HealthCheckType {
145    HTTP,
146    TCP,
147    Quantum,
148    Custom,
149}
150
151/// Expected response for health checks
152#[derive(Debug, Clone)]
153pub enum ExpectedResponse {
154    StatusCode(u16),
155    QuantumFidelity(f64),
156    ResponseTime(Duration),
157    Custom(String),
158}
159
160/// Instance metrics
161#[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/// Network I/O metrics
173#[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/// Storage I/O metrics
183#[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/// Quantum-specific metrics
193#[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/// Health status
204#[derive(Debug, Clone, PartialEq)]
205pub enum HealthStatus {
206    Healthy,
207    Degraded,
208    Unhealthy,
209    Unknown,
210}
211
212/// Deployment template
213#[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/// Template types
226#[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/// Template configuration
238#[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/// Runtime environment
249#[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/// Health check configuration
259#[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/// Scaling configuration
270#[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/// Scaling metrics
282#[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/// Scaling metric types
292#[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/// Comparison operators for scaling
305#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
306pub enum ComparisonOperator {
307    GreaterThan,
308    GreaterThanOrEqual,
309    LessThan,
310    LessThanOrEqual,
311    Equal,
312    NotEqual,
313}
314
315/// Scaling policy
316#[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/// Scaling types
325#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
326pub enum ScalingType {
327    StepScaling,
328    TargetTracking,
329    ScheduledScaling,
330    PredictiveScaling,
331}
332
333/// Adjustment types
334#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
335pub enum AdjustmentType {
336    ChangeInCapacity,
337    ExactCapacity,
338    PercentChangeInCapacity,
339}
340
341/// Monitoring configuration
342#[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/// Log levels
354#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
355pub enum LogLevel {
356    Debug,
357    Info,
358    Warning,
359    Error,
360    Critical,
361}
362
363/// Alert rule
364#[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/// Alert conditions
375#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
376pub enum AlertCondition {
377    Above,
378    Below,
379    Equal,
380    NotEqual,
381    PercentageChange,
382}
383
384/// Alert actions
385#[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/// Alert action types
393#[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/// Dashboard configuration
404#[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/// Dashboard widget
413#[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/// Widget types
423#[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/// Time range for widgets
435#[derive(Debug, Clone, Serialize, Deserialize)]
436pub struct TimeRange {
437    pub start: TimeSpecification,
438    pub end: TimeSpecification,
439}
440
441/// Time specification
442#[derive(Debug, Clone, Serialize, Deserialize)]
443pub enum TimeSpecification {
444    Absolute(SystemTime),
445    Relative(Duration),
446    Now,
447}
448
449/// Security configuration
450#[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/// Network policy
462#[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/// Ingress rule
470#[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/// Egress rule
478#[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/// Network source
486#[derive(Debug, Clone, Serialize, Deserialize)]
487pub enum NetworkSource {
488    IPBlock(String),
489    PodSelector(HashMap<String, String>),
490    NamespaceSelector(HashMap<String, String>),
491}
492
493/// Network destination
494#[derive(Debug, Clone, Serialize, Deserialize)]
495pub enum NetworkDestination {
496    IPBlock(String),
497    PodSelector(HashMap<String, String>),
498    NamespaceSelector(HashMap<String, String>),
499}
500
501/// Port range
502#[derive(Debug, Clone, Serialize, Deserialize)]
503pub struct PortRange {
504    pub start_port: u16,
505    pub end_port: u16,
506}
507
508/// Network protocols
509#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
510pub enum NetworkProtocol {
511    TCP,
512    UDP,
513    SCTP,
514    ICMP,
515}
516
517/// Secret management configuration
518#[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/// Secret providers
527#[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/// Network configuration
538#[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/// Service types
548#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
549pub enum ServiceType {
550    ClusterIP,
551    NodePort,
552    LoadBalancer,
553    ExternalName,
554}
555
556/// Load balancer configuration
557#[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/// Load balancing algorithms
566#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
567pub enum LoadBalancingAlgorithm {
568    RoundRobin,
569    LeastConnections,
570    WeightedRoundRobin,
571    IPHash,
572    LeastResponseTime,
573}
574
575/// Session affinity
576#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
577pub enum SessionAffinity {
578    None,
579    ClientIP,
580    Cookie,
581}
582
583/// Timeout settings
584#[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/// Ingress configuration
593#[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/// Path rule for ingress
603#[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/// Path types
612#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
613pub enum PathType {
614    Exact,
615    Prefix,
616    ImplementationSpecific,
617}
618
619/// DNS configuration
620#[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/// DNS policies
629#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
630pub enum DNSPolicy {
631    ClusterFirst,
632    ClusterFirstWithHostNet,
633    Default,
634    None,
635}
636
637/// Storage configuration
638#[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/// Persistent volume configuration
647#[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/// Access modes for persistent volumes
657#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
658pub enum AccessMode {
659    ReadWriteOnce,
660    ReadOnlyMany,
661    ReadWriteMany,
662}
663
664/// Storage types
665#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
666pub enum StorageType {
667    SSD,
668    HDD,
669    NVMe,
670    NetworkAttached,
671    ObjectStorage,
672}
673
674/// Backup configuration
675#[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/// Retention policy
684#[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/// Backup location
693#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
694pub enum BackupLocation {
695    Local,
696    S3,
697    GCS,
698    Azure,
699    Custom(String),
700}
701
702/// Scaling manager
703pub struct ScalingManager {
704    scaling_policies: HashMap<String, ScalingConfiguration>,
705    scaling_history: Vec<ScalingEvent>,
706    predictive_models: HashMap<String, PredictiveModel>,
707}
708
709/// Scaling event
710#[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/// Scaling actions
723#[derive(Debug, Clone, PartialEq)]
724pub enum ScalingAction {
725    ScaleUp,
726    ScaleDown,
727    ScaleOut,
728    ScaleIn,
729}
730
731/// Predictive model for scaling
732#[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
740/// Deployment monitoring system
741pub 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
748/// Metrics collector trait
749pub trait MetricsCollector {
750    fn collect_metrics(&self, deployment_id: &str) -> DeviceResult<Vec<Metric>>;
751    fn get_collector_name(&self) -> String;
752}
753
754/// Metric data
755#[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/// Alert manager
765#[derive(Debug)]
766pub struct AlertManager {
767    active_alerts: Vec<Alert>,
768    alert_rules: Vec<AlertRule>,
769    notification_channels: Vec<NotificationChannel>,
770}
771
772/// Alert
773#[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/// Alert severity levels
785#[derive(Debug, Clone, PartialEq)]
786pub enum AlertSeverity {
787    Info,
788    Warning,
789    Critical,
790    Emergency,
791}
792
793/// Notification channel
794#[derive(Debug, Clone)]
795pub struct NotificationChannel {
796    pub channel_type: NotificationChannelType,
797    pub configuration: HashMap<String, String>,
798    pub enabled: bool,
799}
800
801/// Notification channel types
802#[derive(Debug, Clone, PartialEq)]
803pub enum NotificationChannelType {
804    Email,
805    Slack,
806    PagerDuty,
807    Webhook,
808    SMS,
809}
810
811/// Log aggregator
812#[derive(Debug)]
813pub struct LogAggregator {
814    log_streams: HashMap<String, LogStream>,
815    log_retention_policy: LogRetentionPolicy,
816    search_index: LogSearchIndex,
817}
818
819/// Log stream
820#[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/// Log entry
829#[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/// Log retention policy
839#[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/// Log search index
847#[derive(Debug)]
848pub struct LogSearchIndex {
849    text_index: HashMap<String, Vec<String>>,
850    time_index: BTreeMap<SystemTime, Vec<String>>,
851}
852
853/// Resource allocator
854pub 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/// Available resources
861#[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/// GPU resource
873#[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/// Resource reservation
882#[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
891/// Allocation strategy trait
892pub 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
901/// Container orchestrator
902pub struct ContainerOrchestrator {
903    orchestrator_type: OrchestratorType,
904    cluster_config: ClusterConfiguration,
905    node_manager: NodeManager,
906    service_discovery: ServiceDiscovery,
907}
908
909/// Orchestrator types
910#[derive(Debug, Clone, PartialEq)]
911pub enum OrchestratorType {
912    Kubernetes,
913    DockerSwarm,
914    Nomad,
915    Custom(String),
916}
917
918/// Cluster configuration
919#[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/// Cluster node
929#[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/// Node types
939#[derive(Debug, Clone, PartialEq)]
940pub enum NodeType {
941    Master,
942    Worker,
943    Edge,
944    Quantum,
945}
946
947/// Node taint
948#[derive(Debug, Clone)]
949pub struct NodeTaint {
950    pub key: String,
951    pub value: Option<String>,
952    pub effect: TaintEffect,
953}
954
955/// Taint effects
956#[derive(Debug, Clone, PartialEq)]
957pub enum TaintEffect {
958    NoSchedule,
959    PreferNoSchedule,
960    NoExecute,
961}
962
963/// Cluster networking
964#[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/// Cluster storage
973#[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/// Storage class
981#[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/// Reclaim policies
990#[derive(Debug, Clone, PartialEq)]
991pub enum ReclaimPolicy {
992    Retain,
993    Delete,
994    Recycle,
995}
996
997/// Node manager
998#[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/// Node health
1006#[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/// Node status
1015#[derive(Debug, Clone, PartialEq)]
1016pub enum NodeStatus {
1017    Ready,
1018    NotReady,
1019    Unknown,
1020}
1021
1022/// Resource pressure
1023#[derive(Debug, Clone)]
1024pub struct ResourcePressure {
1025    pub memory_pressure: bool,
1026    pub disk_pressure: bool,
1027    pub pid_pressure: bool,
1028}
1029
1030/// Node condition
1031#[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/// Service discovery
1041#[derive(Debug)]
1042pub struct ServiceDiscovery {
1043    services: HashMap<String, ServiceEndpoint>,
1044    service_registry: ServiceRegistry,
1045}
1046
1047/// Service endpoint
1048#[derive(Debug, Clone)]
1049pub struct ServiceEndpoint {
1050    pub service_name: String,
1051    pub endpoints: Vec<Endpoint>,
1052    pub health_status: ServiceHealthStatus,
1053}
1054
1055/// Service health status
1056#[derive(Debug, Clone, PartialEq)]
1057pub enum ServiceHealthStatus {
1058    Healthy,
1059    Degraded,
1060    Unhealthy,
1061    Unknown,
1062}
1063
1064/// Endpoint
1065#[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/// Endpoint health
1074#[derive(Debug, Clone, PartialEq)]
1075pub enum EndpointHealth {
1076    Healthy,
1077    Unhealthy,
1078    Unknown,
1079}
1080
1081/// Service registry
1082#[derive(Debug)]
1083pub struct ServiceRegistry {
1084    registry_type: RegistryType,
1085    configuration: HashMap<String, String>,
1086}
1087
1088/// Registry types
1089#[derive(Debug, Clone, PartialEq)]
1090pub enum RegistryType {
1091    Consul,
1092    Etcd,
1093    Zookeeper,
1094    Kubernetes,
1095    Custom(String),
1096}
1097
1098impl AlgorithmDeploymentManager {
1099    /// Create a new deployment manager
1100    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    /// Initialize the deployment manager
1118    pub async fn initialize(&self) -> DeviceResult<()> {
1119        // Initialize all subsystems
1120        Ok(())
1121    }
1122
1123    /// Create a new deployment
1124    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        // Validate deployment request
1131        self.validate_deployment_request(&request)?;
1132
1133        // Allocate resources
1134        let resource_allocator = self.resource_allocator.read().unwrap();
1135        let allocations = resource_allocator.allocate_resources(&request.resource_requirements)?;
1136
1137        // Create deployment instances
1138        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(), // Simplified
1143                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        // Create deployment
1154        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        // Store deployment
1170        self.active_deployments
1171            .insert(deployment_id, deployment.clone());
1172
1173        Ok(deployment)
1174    }
1175
1176    /// Stop a deployment
1177    pub async fn stop_deployment(&self, deployment_id: &str) -> DeviceResult<()> {
1178        // Simplified implementation
1179        Ok(())
1180    }
1181
1182    // Helper methods
1183    fn validate_deployment_request(&self, request: &DeploymentRequest) -> DeviceResult<()> {
1184        // Validate resource requirements
1185        if request.resource_requirements.min_qubits > 1000 {
1186            return Err(DeviceError::InvalidInput(
1187                "Too many qubits requested".to_string(),
1188            ));
1189        }
1190
1191        // Validate scaling configuration
1192        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
1202// Implementation stubs for sub-components
1203impl 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        // Simplified allocation logic
1265        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}