pub mod distributed;
pub mod storage;
pub mod telemetry;
use chrono::{DateTime, Utc};
use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::sync::Arc;
use tokio::sync::RwLock;
use uuid::Uuid;
use crate::{Result, VoirsError};
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CloudConfig {
pub provider: CloudProvider,
pub region: String,
pub credentials: CloudCredentials,
pub storage_config: StorageConfig,
pub processing_config: ProcessingConfig,
pub telemetry_config: TelemetryConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum CloudProvider {
AWS,
Azure,
GCP,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CloudCredentials {
pub access_key: String,
pub secret_key: String,
pub token: Option<String>,
pub endpoint: Option<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct StorageConfig {
pub bucket_name: String,
pub encryption: bool,
pub compression: bool,
pub backup_retention_days: u32,
pub sync_interval_minutes: u32,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ProcessingConfig {
pub max_concurrent_jobs: u32,
pub timeout_seconds: u32,
pub retry_count: u32,
pub load_balancing: LoadBalancingStrategy,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum LoadBalancingStrategy {
RoundRobin,
LeastConnections,
LatencyBased,
ResourceBased,
}
#[derive(Debug, Clone, Serialize, Deserialize, Default)]
pub struct TelemetryConfig {
pub enabled: bool,
pub sampling_rate: f32,
pub batch_size: u32,
pub flush_interval_seconds: u32,
pub endpoints: Vec<String>,
}
pub struct CloudManager {
config: Arc<RwLock<CloudConfig>>,
storage: Arc<dyn CloudStorage>,
processing: Arc<dyn DistributedProcessing>,
telemetry: Arc<dyn TelemetryProvider>,
}
#[async_trait::async_trait]
pub trait CloudStorage: Send + Sync {
async fn upload_model(&self, model_id: &str, data: &[u8]) -> Result<String>;
async fn download_model(&self, model_id: &str) -> Result<Vec<u8>>;
async fn list_models(&self) -> Result<Vec<ModelMetadata>>;
async fn delete_model(&self, model_id: &str) -> Result<()>;
async fn sync_models(&self) -> Result<SyncReport>;
async fn create_backup(&self, backup_id: &str) -> Result<BackupInfo>;
async fn restore_backup(&self, backup_id: &str) -> Result<()>;
}
#[async_trait::async_trait]
pub trait DistributedProcessing: Send + Sync {
async fn submit_job(&self, job: ProcessingJob) -> Result<JobHandle>;
async fn get_job_status(&self, job_id: &str) -> Result<JobStatus>;
async fn cancel_job(&self, job_id: &str) -> Result<()>;
async fn get_worker_stats(&self) -> Result<Vec<WorkerStats>>;
async fn scale_workers(&self, target_count: u32) -> Result<()>;
}
#[async_trait::async_trait]
pub trait TelemetryProvider: Send + Sync {
async fn record_event(&self, event: TelemetryEvent) -> Result<()>;
async fn record_metric(&self, metric: Metric) -> Result<()>;
async fn flush(&self) -> Result<()>;
async fn get_analytics(&self, query: AnalyticsQuery) -> Result<AnalyticsResult>;
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ModelMetadata {
pub id: String,
pub name: String,
pub version: String,
pub size_bytes: u64,
pub checksum: String,
pub created_at: DateTime<Utc>,
pub updated_at: DateTime<Utc>,
pub tags: HashMap<String, String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct SyncReport {
pub models_synced: u32,
pub models_updated: u32,
pub models_deleted: u32,
pub sync_duration: chrono::Duration,
pub errors: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BackupInfo {
pub id: String,
pub name: String,
pub size_bytes: u64,
pub created_at: DateTime<Utc>,
pub models_count: u32,
pub checksum: String,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ProcessingJob {
pub id: String,
pub job_type: JobType,
pub input_data: Vec<u8>,
pub parameters: HashMap<String, serde_json::Value>,
pub priority: JobPriority,
pub requirements: ResourceRequirements,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum JobType {
Synthesis,
Training,
Evaluation,
Recognition,
Custom(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum JobPriority {
Low,
Normal,
High,
Critical,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ResourceRequirements {
pub cpu_cores: u32,
pub memory_mb: u32,
pub gpu_required: bool,
pub gpu_memory_mb: Option<u32>,
pub max_execution_time: chrono::Duration,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct JobHandle {
pub id: String,
pub status: JobStatus,
pub created_at: DateTime<Utc>,
pub estimated_completion: Option<DateTime<Utc>>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum JobStatus {
Queued,
Running,
Completed,
Failed(String),
Cancelled,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct WorkerStats {
pub id: String,
pub status: WorkerStatus,
pub current_jobs: u32,
pub completed_jobs: u32,
pub failed_jobs: u32,
pub cpu_usage: f32,
pub memory_usage: f32,
pub gpu_usage: Option<f32>,
pub last_heartbeat: DateTime<Utc>,
}
#[derive(Debug, Clone, Serialize, Deserialize, PartialEq)]
pub enum WorkerStatus {
Idle,
Busy,
Offline,
Provisioning,
Draining,
Error(String),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct TelemetryEvent {
pub id: String,
pub event_type: String,
pub timestamp: DateTime<Utc>,
pub user_id: Option<String>,
pub session_id: Option<String>,
pub properties: HashMap<String, serde_json::Value>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct Metric {
pub name: String,
pub value: f64,
pub unit: String,
pub timestamp: DateTime<Utc>,
pub tags: HashMap<String, String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AnalyticsQuery {
pub metric_name: String,
pub start_time: DateTime<Utc>,
pub end_time: DateTime<Utc>,
pub aggregation: AggregationType,
pub filters: HashMap<String, String>,
pub group_by: Vec<String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum AggregationType {
Sum,
Average,
Count,
Min,
Max,
Percentile(f32),
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AnalyticsResult {
pub data_points: Vec<DataPoint>,
pub summary: AnalyticsSummary,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DataPoint {
pub timestamp: DateTime<Utc>,
pub value: f64,
pub dimensions: HashMap<String, String>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AnalyticsSummary {
pub total_points: u32,
pub min_value: f64,
pub max_value: f64,
pub average_value: f64,
pub sum_value: f64,
}
impl CloudManager {
pub fn new(
config: CloudConfig,
storage: Arc<dyn CloudStorage>,
processing: Arc<dyn DistributedProcessing>,
telemetry: Arc<dyn TelemetryProvider>,
) -> Self {
Self {
config: Arc::new(RwLock::new(config)),
storage,
processing,
telemetry,
}
}
pub async fn get_config(&self) -> CloudConfig {
self.config.read().await.clone()
}
pub async fn update_config(&self, config: CloudConfig) -> Result<()> {
let mut current_config = self.config.write().await;
*current_config = config;
Ok(())
}
pub fn storage(&self) -> &Arc<dyn CloudStorage> {
&self.storage
}
pub fn processing(&self) -> &Arc<dyn DistributedProcessing> {
&self.processing
}
pub fn telemetry(&self) -> &Arc<dyn TelemetryProvider> {
&self.telemetry
}
pub async fn health_check(&self) -> Result<CloudHealthStatus> {
let storage_healthy = self.check_storage_health().await?;
let processing_healthy = self.check_processing_health().await?;
let telemetry_healthy = self.check_telemetry_health().await?;
Ok(CloudHealthStatus {
overall: storage_healthy && processing_healthy && telemetry_healthy,
storage: storage_healthy,
processing: processing_healthy,
telemetry: telemetry_healthy,
last_check: Utc::now(),
})
}
async fn check_storage_health(&self) -> Result<bool> {
match self.storage.list_models().await {
Ok(_) => Ok(true),
Err(_) => Ok(false),
}
}
async fn check_processing_health(&self) -> Result<bool> {
match self.processing.get_worker_stats().await {
Ok(stats) => Ok(!stats.is_empty()),
Err(_) => Ok(false),
}
}
async fn check_telemetry_health(&self) -> Result<bool> {
match self.telemetry.flush().await {
Ok(_) => Ok(true),
Err(_) => Ok(false),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CloudHealthStatus {
pub overall: bool,
pub storage: bool,
pub processing: bool,
pub telemetry: bool,
pub last_check: DateTime<Utc>,
}
impl Default for CloudConfig {
fn default() -> Self {
Self {
provider: CloudProvider::AWS,
region: "us-east-1".to_string(),
credentials: CloudCredentials {
access_key: "".to_string(),
secret_key: "".to_string(),
token: None,
endpoint: None,
},
storage_config: StorageConfig {
bucket_name: "voirs-models".to_string(),
encryption: true,
compression: true,
backup_retention_days: 30,
sync_interval_minutes: 60,
},
processing_config: ProcessingConfig {
max_concurrent_jobs: 10,
timeout_seconds: 3600,
retry_count: 3,
load_balancing: LoadBalancingStrategy::LeastConnections,
},
telemetry_config: TelemetryConfig {
enabled: true,
sampling_rate: 1.0,
batch_size: 100,
flush_interval_seconds: 60,
endpoints: vec!["https://api.voirs.dev/telemetry".to_string()],
},
}
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_cloud_config_default() {
let config = CloudConfig::default();
assert!(matches!(config.provider, CloudProvider::AWS));
assert_eq!(config.region, "us-east-1");
assert!(config.storage_config.encryption);
assert!(config.telemetry_config.enabled);
}
#[test]
fn test_cloud_config_serialization() {
let config = CloudConfig::default();
let json = serde_json::to_string(&config).unwrap();
let deserialized: CloudConfig = serde_json::from_str(&json).unwrap();
assert_eq!(config.region, deserialized.region);
}
#[test]
fn test_job_priority_ordering() {
let priorities = vec![
JobPriority::Low,
JobPriority::Normal,
JobPriority::High,
JobPriority::Critical,
];
assert_eq!(priorities.len(), 4);
}
#[test]
fn test_load_balancing_strategies() {
let strategies = vec![
LoadBalancingStrategy::RoundRobin,
LoadBalancingStrategy::LeastConnections,
LoadBalancingStrategy::LatencyBased,
LoadBalancingStrategy::ResourceBased,
];
assert_eq!(strategies.len(), 4);
}
}