use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::sync::{Arc, Mutex};
use trustformers_core::error::{CoreError, Result};
use trustformers_core::TrustformersError;
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NetworkOptimizationConfig {
pub enable_resumable_downloads: bool,
pub enable_bandwidth_awareness: bool,
pub enable_p2p_sharing: bool,
pub enable_edge_servers: bool,
pub offline_first: OfflineFirstConfig,
pub download_optimization: DownloadOptimizationConfig,
pub p2p_config: P2PConfig,
pub edge_config: EdgeServerConfig,
pub quality_monitoring: NetworkQualityConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OfflineFirstConfig {
pub enable_offline_mode: bool,
pub offline_cache_size_mb: usize,
pub fallback_models: Vec<String>,
pub sync_strategy: OfflineSyncStrategy,
pub offline_retention: OfflineRetentionPolicy,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum OfflineSyncStrategy {
Immediate,
Opportunistic,
Manual,
Background,
Adaptive,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OfflineRetentionPolicy {
pub model_retention_days: usize,
pub cache_retention_hours: usize,
pub auto_cleanup_on_low_storage: bool,
pub min_storage_threshold_mb: usize,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DownloadOptimizationConfig {
pub chunk_size_kb: usize,
pub max_concurrent_downloads: usize,
pub download_timeout_seconds: f64,
pub retry_config: DownloadRetryConfig,
pub compression: DownloadCompressionConfig,
pub bandwidth_adaptation: BandwidthAdaptationConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DownloadRetryConfig {
pub max_retries: usize,
pub initial_delay_ms: f64,
pub max_delay_ms: f64,
pub backoff_multiplier: f64,
pub jitter_factor: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DownloadCompressionConfig {
pub enable_compression: bool,
pub preferred_algorithms: Vec<CompressionAlgorithm>,
pub min_size_for_compression: usize,
pub enable_streaming_decompression: bool,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum CompressionAlgorithm {
Gzip,
Brotli,
LZ4,
Zstd,
None,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BandwidthAdaptationConfig {
pub enable_auto_detection: bool,
pub monitoring_interval_seconds: f64,
pub adaptation_thresholds: BandwidthThresholds,
pub quality_adaptation: QualityAdaptationConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BandwidthThresholds {
pub low_bandwidth_kbps: f64,
pub medium_bandwidth_kbps: f64,
pub high_bandwidth_kbps: f64,
pub ultra_high_bandwidth_kbps: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QualityAdaptationConfig {
pub enable_dynamic_quality: bool,
pub quality_levels: HashMap<BandwidthTier, QualityLevel>,
pub adaptation_strategy: QualityAdaptationStrategy,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum BandwidthTier {
VeryLow,
Low,
Medium,
High,
UltraHigh,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QualityLevel {
pub quantization_level: u8,
pub compression_ratio: f64,
pub max_model_size_mb: usize,
pub enable_pruning: bool,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum QualityAdaptationStrategy {
Conservative,
Aggressive,
Balanced,
Manual,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct P2PConfig {
pub enable_discovery: bool,
pub protocol: P2PProtocol,
pub max_peers: usize,
pub security: P2PSecurityConfig,
pub sharing_policy: P2PSharingPolicy,
pub resource_limits: P2PResourceLimits,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum P2PProtocol {
BitTorrent,
Gossip,
DHT,
Hybrid,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct P2PSecurityConfig {
pub enable_encryption: bool,
pub enable_peer_authentication: bool,
pub trusted_peers: Vec<String>,
pub enable_content_verification: bool,
pub security_level: P2PSecurityLevel,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum P2PSecurityLevel {
None,
Basic,
Standard,
High,
Maximum,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct P2PSharingPolicy {
pub shareable_models: Vec<String>,
pub max_upload_bandwidth_kbps: f64,
pub time_restrictions: P2PTimeRestrictions,
pub battery_aware_sharing: bool,
pub network_aware_sharing: bool,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct P2PTimeRestrictions {
pub enable_restrictions: bool,
pub allowed_hours: Vec<usize>,
pub allowed_days: Vec<usize>,
pub timezone: String,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct P2PResourceLimits {
pub max_cpu_usage_percent: f64,
pub max_memory_usage_mb: usize,
pub max_storage_mb: usize,
pub max_connections: usize,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeServerConfig {
pub enable_discovery: bool,
pub server_endpoints: Vec<EdgeServerEndpoint>,
pub load_balancing: EdgeLoadBalancingStrategy,
pub failover: EdgeFailoverConfig,
pub caching: EdgeCachingConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeServerEndpoint {
pub url: String,
pub priority: u8,
pub region: String,
pub capabilities: Vec<String>,
pub health_check_url: Option<String>,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum EdgeLoadBalancingStrategy {
RoundRobin,
LowestLatency,
Geographic,
LeastLoaded,
Random,
WeightedRoundRobin,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeFailoverConfig {
pub enable_auto_failover: bool,
pub health_check_interval_seconds: f64,
pub failure_threshold: usize,
pub recovery_check_interval_seconds: f64,
pub failover_timeout_seconds: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EdgeCachingConfig {
pub enable_caching: bool,
pub cache_ttl_hours: f64,
pub max_cache_size_mb: usize,
pub eviction_strategy: CacheEvictionStrategy,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum CacheEvictionStrategy {
LRU,
LFU,
FIFO,
TTL,
SizeBased,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NetworkQualityConfig {
pub enable_continuous_monitoring: bool,
pub monitoring_interval_seconds: f64,
pub tracked_metrics: Vec<NetworkMetric>,
pub quality_thresholds: NetworkQualityThresholds,
pub adaptive_behavior: AdaptiveBehaviorConfig,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum NetworkMetric {
BandwidthDown,
BandwidthUp,
Latency,
PacketLoss,
Jitter,
Stability,
SignalStrength,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NetworkQualityThresholds {
pub excellent: QualityThresholds,
pub good: QualityThresholds,
pub fair: QualityThresholds,
pub poor: QualityThresholds,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct QualityThresholds {
pub min_bandwidth_kbps: f64,
pub max_latency_ms: f64,
pub max_packet_loss_percent: f64,
pub max_jitter_ms: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AdaptiveBehaviorConfig {
pub enable_adaptive_downloads: bool,
pub enable_adaptive_model_selection: bool,
pub enable_adaptive_caching: bool,
pub adaptation_responsiveness: f64,
pub stability_window_seconds: f64,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ResumableDownloadRequest {
pub download_id: String,
pub url: String,
pub destination_path: String,
pub expected_size: Option<usize>,
pub checksum: Option<String>,
pub priority: DownloadPriority,
pub constraints: DownloadConstraints,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, PartialOrd, Ord, Serialize, Deserialize)]
pub enum DownloadPriority {
Low = 1,
Normal = 2,
High = 3,
Critical = 4,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DownloadConstraints {
pub wifi_only: bool,
pub charging_only: bool,
pub max_bandwidth_kbps: Option<f64>,
pub time_windows: Vec<TimeWindow>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct TimeWindow {
pub start_hour: usize,
pub end_hour: usize,
pub days_of_week: Vec<usize>,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DownloadProgress {
pub download_id: String,
pub bytes_downloaded: usize,
pub total_bytes: usize,
pub speed_kbps: f64,
pub eta_seconds: f64,
pub status: DownloadStatus,
pub error: Option<String>,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum DownloadStatus {
Pending,
InProgress,
Paused,
Completed,
Failed,
Cancelled,
}
pub struct NetworkOptimizationManager {
config: NetworkOptimizationConfig,
download_manager: Arc<Mutex<DownloadManager>>,
p2p_manager: Arc<Mutex<P2PManager>>,
edge_manager: Arc<Mutex<EdgeManager>>,
quality_monitor: Arc<Mutex<NetworkQualityMonitor>>,
offline_manager: Arc<Mutex<OfflineManager>>,
}
#[derive(Debug)]
struct DownloadManager {
active_downloads: HashMap<String, ActiveDownload>,
download_queue: std::collections::VecDeque<ResumableDownloadRequest>,
download_history: HashMap<String, DownloadProgress>,
bandwidth_monitor: BandwidthMonitor,
}
#[derive(Debug, Clone)]
struct ActiveDownload {
request: ResumableDownloadRequest,
progress: DownloadProgress,
start_time: std::time::Instant,
last_checkpoint: usize,
resume_data: Option<Vec<u8>>,
}
#[derive(Debug, Clone)]
struct BandwidthMonitor {
current_bandwidth_kbps: f64,
average_bandwidth_kbps: f64,
bandwidth_history: Vec<BandwidthSample>,
last_measurement: std::time::Instant,
}
#[derive(Debug, Clone)]
struct BandwidthSample {
timestamp: std::time::Instant,
bandwidth_kbps: f64,
connection_type: String,
}
#[derive(Debug)]
struct P2PManager {
peer_connections: HashMap<String, PeerConnection>,
shared_models: HashMap<String, SharedModel>,
discovery_service: P2PDiscoveryService,
security_manager: P2PSecurityManager,
}
#[derive(Debug, Clone)]
struct PeerConnection {
peer_id: String,
address: String,
connection_quality: f64,
last_seen: std::time::Instant,
shared_models: Vec<String>,
trust_score: f64,
}
#[derive(Debug, Clone)]
struct SharedModel {
model_id: String,
model_hash: String,
size_bytes: usize,
availability_score: f64,
peer_sources: Vec<String>,
}
#[derive(Debug)]
struct P2PDiscoveryService {
discovered_peers: HashMap<String, PeerInfo>,
discovery_protocol: P2PProtocol,
last_discovery: std::time::Instant,
}
#[derive(Debug, Clone)]
struct PeerInfo {
peer_id: String,
address: String,
capabilities: Vec<String>,
discovery_time: std::time::Instant,
}
#[derive(Debug)]
struct P2PSecurityManager {
trusted_peers: HashMap<String, TrustedPeer>,
security_level: P2PSecurityLevel,
encryption_keys: HashMap<String, Vec<u8>>,
}
#[derive(Debug, Clone)]
struct TrustedPeer {
peer_id: String,
public_key: Vec<u8>,
trust_level: f64,
last_verified: std::time::Instant,
}
#[derive(Debug)]
struct EdgeManager {
available_servers: HashMap<String, EdgeServerInfo>,
current_server: Option<String>,
load_balancer: EdgeLoadBalancer,
health_monitor: EdgeHealthMonitor,
}
#[derive(Debug, Clone)]
struct EdgeServerInfo {
endpoint: EdgeServerEndpoint,
health_status: EdgeServerHealth,
performance_metrics: EdgePerformanceMetrics,
last_health_check: std::time::Instant,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
enum EdgeServerHealth {
Healthy,
Degraded,
Unhealthy,
Unknown,
}
#[derive(Debug, Clone)]
struct EdgePerformanceMetrics {
average_latency_ms: f64,
success_rate: f64,
throughput_kbps: f64,
load_percentage: f64,
}
#[derive(Debug)]
struct EdgeLoadBalancer {
strategy: EdgeLoadBalancingStrategy,
server_weights: HashMap<String, f64>,
round_robin_index: usize,
}
#[derive(Debug)]
struct EdgeHealthMonitor {
health_checks: HashMap<String, Vec<HealthCheckResult>>,
monitoring_interval: std::time::Duration,
last_check: std::time::Instant,
}
#[derive(Debug, Clone)]
struct HealthCheckResult {
timestamp: std::time::Instant,
success: bool,
latency_ms: f64,
error_message: Option<String>,
}
#[derive(Debug)]
struct NetworkQualityMonitor {
current_quality: NetworkQuality,
quality_history: Vec<NetworkQualityMeasurement>,
active_measurements: HashMap<NetworkMetric, f64>,
last_measurement: std::time::Instant,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, serde::Serialize)]
enum NetworkQuality {
Excellent,
Good,
Fair,
Poor,
Offline,
}
#[derive(Debug, Clone)]
struct NetworkQualityMeasurement {
timestamp: std::time::Instant,
quality: NetworkQuality,
metrics: HashMap<NetworkMetric, f64>,
connection_type: String,
}
#[derive(Debug)]
struct OfflineManager {
offline_cache: HashMap<String, OfflineCacheEntry>,
sync_queue: Vec<OfflineSyncItem>,
fallback_models: HashMap<String, FallbackModelInfo>,
last_online: Option<std::time::Instant>,
}
#[derive(Debug, Clone)]
struct OfflineCacheEntry {
key: String,
data: Vec<u8>,
timestamp: std::time::Instant,
expiry: Option<std::time::Instant>,
size_bytes: usize,
}
#[derive(Debug, Clone)]
struct OfflineSyncItem {
item_id: String,
sync_type: OfflineSyncType,
priority: u8,
created_at: std::time::Instant,
retry_count: usize,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq)]
enum OfflineSyncType {
ModelUpdate,
CacheSync,
MetricsUpload,
ConfigSync,
}
#[derive(Debug, Clone)]
struct FallbackModelInfo {
model_id: String,
model_path: String,
capabilities: Vec<String>,
last_updated: std::time::Instant,
}
impl NetworkOptimizationManager {
pub fn new(config: NetworkOptimizationConfig) -> Result<Self> {
config.validate()?;
let download_manager = Arc::new(Mutex::new(DownloadManager::new(
&config.download_optimization,
)));
let p2p_manager = Arc::new(Mutex::new(P2PManager::new(&config.p2p_config)));
let edge_manager = Arc::new(Mutex::new(EdgeManager::new(&config.edge_config)));
let quality_monitor = Arc::new(Mutex::new(NetworkQualityMonitor::new(
&config.quality_monitoring,
)));
let offline_manager = Arc::new(Mutex::new(OfflineManager::new(&config.offline_first)));
Ok(Self {
config,
download_manager,
p2p_manager,
edge_manager,
quality_monitor,
offline_manager,
})
}
pub async fn start_resumable_download(
&self,
request: ResumableDownloadRequest,
) -> Result<String> {
tracing::info!("Starting resumable download: {}", request.download_id);
{
let manager = self.download_manager.lock().expect("Operation failed");
if manager.active_downloads.contains_key(&request.download_id) {
return Err(TrustformersError::runtime_error(
"Download already in progress".into(),
)
.into());
}
}
if !self.check_download_constraints(&request.constraints).await? {
return Err(
TrustformersError::runtime_error("Download constraints not met".into()).into(),
);
}
{
let mut manager = self.download_manager.lock().expect("Operation failed");
manager.enqueue_download(request.clone());
}
self.process_download_queue().await?;
Ok(request.download_id)
}
pub fn get_download_progress(&self, download_id: &str) -> Result<Option<DownloadProgress>> {
let manager = self.download_manager.lock().expect("Operation failed");
Ok(manager.get_download_progress(download_id))
}
pub async fn pause_download(&self, download_id: &str) -> Result<bool> {
let mut manager = self.download_manager.lock().expect("Operation failed");
manager.pause_download(download_id)
}
pub async fn resume_download(&self, download_id: &str) -> Result<bool> {
let mut manager = self.download_manager.lock().expect("Operation failed");
manager.resume_download(download_id)
}
pub async fn cancel_download(&self, download_id: &str) -> Result<bool> {
let mut manager = self.download_manager.lock().expect("Operation failed");
manager.cancel_download(download_id)
}
pub async fn enable_p2p_sharing(&self, model_id: &str) -> Result<()> {
if !self.config.enable_p2p_sharing {
return Err(TrustformersError::config_error(
"P2P sharing not enabled",
"enable_p2p_sharing",
)
.into());
}
let mut p2p_manager = self.p2p_manager.lock().expect("Operation failed");
p2p_manager.add_shared_model(model_id)?;
tracing::info!("Enabled P2P sharing for model: {}", model_id);
Ok(())
}
pub async fn discover_p2p_peers(&self) -> Result<Vec<String>> {
if !self.config.enable_p2p_sharing {
return Ok(Vec::new());
}
let mut p2p_manager = self.p2p_manager.lock().expect("Operation failed");
let peers = p2p_manager.discover_peers().await?;
Ok(peers)
}
pub async fn get_optimal_edge_server(&self) -> Result<Option<String>> {
if !self.config.enable_edge_servers {
return Ok(None);
}
let mut edge_manager = self.edge_manager.lock().expect("Operation failed");
let server = edge_manager.select_optimal_server().await?;
Ok(server)
}
pub async fn check_network_quality(&self) -> Result<String> {
let mut monitor = self.quality_monitor.lock().expect("Operation failed");
let quality = monitor.measure_quality().await?;
let quality_json = serde_json::json!({
"quality": quality.quality,
"metrics": quality.metrics,
"connection_type": quality.connection_type,
"timestamp": quality.timestamp.elapsed().as_secs()
});
Ok(quality_json.to_string())
}
pub async fn enter_offline_mode(&self) -> Result<()> {
if !self.config.offline_first.enable_offline_mode {
return Err(TrustformersError::config_error(
"Offline mode not enabled",
"enter_offline_mode",
)
.into());
}
let mut offline_manager = self.offline_manager.lock().expect("Operation failed");
offline_manager.enter_offline_mode().await?;
tracing::info!("Entered offline mode");
Ok(())
}
pub async fn exit_offline_mode(&self) -> Result<()> {
let mut offline_manager = self.offline_manager.lock().expect("Operation failed");
offline_manager.exit_offline_mode().await?;
self.sync_offline_data().await?;
tracing::info!("Exited offline mode and started sync");
Ok(())
}
pub async fn sync_offline_data(&self) -> Result<()> {
let strategy = self.config.offline_first.sync_strategy;
match strategy {
OfflineSyncStrategy::Immediate => self.sync_immediate().await,
OfflineSyncStrategy::Opportunistic => self.sync_opportunistic().await,
OfflineSyncStrategy::Background => self.sync_background().await,
OfflineSyncStrategy::Adaptive => self.sync_adaptive().await,
OfflineSyncStrategy::Manual => Ok(()), }
}
pub fn get_optimization_statistics(&self) -> Result<String> {
let download_stats = {
let manager = self.download_manager.lock().expect("Operation failed");
manager.get_statistics()
};
let p2p_stats = {
let manager = self.p2p_manager.lock().expect("Operation failed");
manager.get_statistics()
};
let edge_stats = {
let manager = self.edge_manager.lock().expect("Operation failed");
manager.get_statistics()
};
let quality_stats = {
let monitor = self.quality_monitor.lock().expect("Operation failed");
monitor.get_statistics()
};
let stats_json = serde_json::json!({
"download_manager": download_stats,
"p2p_manager": p2p_stats,
"edge_manager": edge_stats,
"quality_monitor": quality_stats
});
Ok(stats_json.to_string())
}
async fn check_download_constraints(&self, constraints: &DownloadConstraints) -> Result<bool> {
if constraints.wifi_only && !self.is_wifi_connected() {
return Ok(false);
}
if constraints.charging_only && !self.is_device_charging() {
return Ok(false);
}
if let Some(max_bandwidth) = constraints.max_bandwidth_kbps {
let current_bandwidth = self.get_current_bandwidth().await;
if current_bandwidth > max_bandwidth {
return Ok(false);
}
}
if !constraints.time_windows.is_empty() {
let current_time = self.get_current_time_info();
let in_allowed_window = constraints
.time_windows
.iter()
.any(|window| self.is_time_in_window(¤t_time, window));
if !in_allowed_window {
return Ok(false);
}
}
Ok(true)
}
async fn process_download_queue(&self) -> Result<()> {
let mut manager = self.download_manager.lock().expect("Operation failed");
manager.process_queue().await
}
async fn sync_immediate(&self) -> Result<()> {
Ok(())
}
async fn sync_opportunistic(&self) -> Result<()> {
Ok(())
}
async fn sync_background(&self) -> Result<()> {
Ok(())
}
async fn sync_adaptive(&self) -> Result<()> {
let quality = {
let monitor = self.quality_monitor.lock().expect("Operation failed");
monitor.current_quality
};
match quality {
NetworkQuality::Excellent | NetworkQuality::Good => self.sync_immediate().await,
NetworkQuality::Fair => self.sync_opportunistic().await,
NetworkQuality::Poor => self.sync_background().await,
NetworkQuality::Offline => Ok(()),
}
}
fn is_wifi_connected(&self) -> bool {
true }
fn is_device_charging(&self) -> bool {
false }
async fn get_current_bandwidth(&self) -> f64 {
let manager = self.download_manager.lock().expect("Operation failed");
manager.bandwidth_monitor.current_bandwidth_kbps
}
fn get_current_time_info(&self) -> CurrentTimeInfo {
CurrentTimeInfo {
hour: 12, day_of_week: 1, }
}
fn is_time_in_window(&self, time: &CurrentTimeInfo, window: &TimeWindow) -> bool {
let hour_in_range = if window.start_hour <= window.end_hour {
time.hour >= window.start_hour && time.hour <= window.end_hour
} else {
time.hour >= window.start_hour || time.hour <= window.end_hour
};
let day_allowed =
window.days_of_week.is_empty() || window.days_of_week.contains(&time.day_of_week);
hour_in_range && day_allowed
}
}
struct CurrentTimeInfo {
hour: usize,
day_of_week: usize,
}
impl DownloadManager {
fn new(config: &DownloadOptimizationConfig) -> Self {
Self {
active_downloads: HashMap::new(),
download_queue: std::collections::VecDeque::new(),
download_history: HashMap::new(),
bandwidth_monitor: BandwidthMonitor::new(),
}
}
fn enqueue_download(&mut self, request: ResumableDownloadRequest) {
self.download_queue.push_back(request);
}
fn get_download_progress(&self, download_id: &str) -> Option<DownloadProgress> {
self.active_downloads
.get(download_id)
.map(|download| download.progress.clone())
.or_else(|| self.download_history.get(download_id).cloned())
}
fn pause_download(&mut self, download_id: &str) -> Result<bool> {
if let Some(download) = self.active_downloads.get_mut(download_id) {
download.progress.status = DownloadStatus::Paused;
Ok(true)
} else {
Ok(false)
}
}
fn resume_download(&mut self, download_id: &str) -> Result<bool> {
if let Some(download) = self.active_downloads.get_mut(download_id) {
if download.progress.status == DownloadStatus::Paused {
download.progress.status = DownloadStatus::InProgress;
Ok(true)
} else {
Ok(false)
}
} else {
Ok(false)
}
}
fn cancel_download(&mut self, download_id: &str) -> Result<bool> {
if let Some(mut download) = self.active_downloads.remove(download_id) {
download.progress.status = DownloadStatus::Cancelled;
self.download_history.insert(download_id.to_string(), download.progress);
Ok(true)
} else {
Ok(false)
}
}
async fn process_queue(&mut self) -> Result<()> {
while let Some(request) = self.download_queue.pop_front() {
if self.active_downloads.len() < 3 {
self.start_download(request).await?;
} else {
self.download_queue.push_front(request);
break;
}
}
Ok(())
}
async fn start_download(&mut self, request: ResumableDownloadRequest) -> Result<()> {
let progress = DownloadProgress {
download_id: request.download_id.clone(),
bytes_downloaded: 0,
total_bytes: request.expected_size.unwrap_or(0),
speed_kbps: 0.0,
eta_seconds: 0.0,
status: DownloadStatus::InProgress,
error: None,
};
let active_download = ActiveDownload {
request: request.clone(),
progress,
start_time: std::time::Instant::now(),
last_checkpoint: 0,
resume_data: None,
};
self.active_downloads.insert(request.download_id.clone(), active_download);
Ok(())
}
fn get_statistics(&self) -> serde_json::Value {
serde_json::json!({
"active_downloads": self.active_downloads.len(),
"queued_downloads": self.download_queue.len(),
"completed_downloads": self.download_history.len(),
"current_bandwidth_kbps": self.bandwidth_monitor.current_bandwidth_kbps
})
}
}
impl BandwidthMonitor {
fn new() -> Self {
Self {
current_bandwidth_kbps: 0.0,
average_bandwidth_kbps: 0.0,
bandwidth_history: Vec::new(),
last_measurement: std::time::Instant::now(),
}
}
}
impl P2PManager {
fn new(config: &P2PConfig) -> Self {
Self {
peer_connections: HashMap::new(),
shared_models: HashMap::new(),
discovery_service: P2PDiscoveryService::new(config.protocol),
security_manager: P2PSecurityManager::new(&config.security),
}
}
fn add_shared_model(&mut self, model_id: &str) -> Result<()> {
let shared_model = SharedModel {
model_id: model_id.to_string(),
model_hash: "placeholder_hash".to_string(),
size_bytes: 1024 * 1024, availability_score: 1.0,
peer_sources: Vec::new(),
};
self.shared_models.insert(model_id.to_string(), shared_model);
Ok(())
}
async fn discover_peers(&mut self) -> Result<Vec<String>> {
self.discovery_service.discover_peers().await
}
fn get_statistics(&self) -> serde_json::Value {
serde_json::json!({
"connected_peers": self.peer_connections.len(),
"shared_models": self.shared_models.len(),
"discovery_protocol": self.discovery_service.discovery_protocol
})
}
}
impl P2PDiscoveryService {
fn new(protocol: P2PProtocol) -> Self {
Self {
discovered_peers: HashMap::new(),
discovery_protocol: protocol,
last_discovery: std::time::Instant::now(),
}
}
async fn discover_peers(&mut self) -> Result<Vec<String>> {
Ok(Vec::new())
}
}
impl P2PSecurityManager {
fn new(config: &P2PSecurityConfig) -> Self {
Self {
trusted_peers: HashMap::new(),
security_level: config.security_level,
encryption_keys: HashMap::new(),
}
}
}
impl EdgeManager {
fn new(config: &EdgeServerConfig) -> Self {
Self {
available_servers: HashMap::new(),
current_server: None,
load_balancer: EdgeLoadBalancer::new(config.load_balancing),
health_monitor: EdgeHealthMonitor::new(),
}
}
async fn select_optimal_server(&mut self) -> Result<Option<String>> {
self.load_balancer.select_server(&self.available_servers)
}
fn get_statistics(&self) -> serde_json::Value {
serde_json::json!({
"available_servers": self.available_servers.len(),
"current_server": self.current_server,
"load_balancing_strategy": self.load_balancer.strategy
})
}
}
impl EdgeLoadBalancer {
fn new(strategy: EdgeLoadBalancingStrategy) -> Self {
Self {
strategy,
server_weights: HashMap::new(),
round_robin_index: 0,
}
}
fn select_server(
&mut self,
servers: &HashMap<String, EdgeServerInfo>,
) -> Result<Option<String>> {
if servers.is_empty() {
return Ok(None);
}
match self.strategy {
EdgeLoadBalancingStrategy::RoundRobin => {
let server_ids: Vec<_> = servers.keys().collect();
if server_ids.is_empty() {
return Ok(None);
}
let selected = server_ids[self.round_robin_index % server_ids.len()];
self.round_robin_index += 1;
Ok(Some(selected.clone()))
},
EdgeLoadBalancingStrategy::LowestLatency => {
let best_server = servers
.iter()
.min_by(|(_, a), (_, b)| {
a.performance_metrics
.average_latency_ms
.partial_cmp(&b.performance_metrics.average_latency_ms)
.unwrap_or(std::cmp::Ordering::Equal)
})
.map(|(id, _)| id.clone());
Ok(best_server)
},
_ => {
Ok(servers.keys().next().cloned())
},
}
}
}
impl EdgeHealthMonitor {
fn new() -> Self {
Self {
health_checks: HashMap::new(),
monitoring_interval: std::time::Duration::from_secs(30),
last_check: std::time::Instant::now(),
}
}
}
impl NetworkQualityMonitor {
fn new(config: &NetworkQualityConfig) -> Self {
Self {
current_quality: NetworkQuality::Good,
quality_history: Vec::new(),
active_measurements: HashMap::new(),
last_measurement: std::time::Instant::now(),
}
}
async fn measure_quality(&mut self) -> Result<NetworkQualityMeasurement> {
let measurement = NetworkQualityMeasurement {
timestamp: std::time::Instant::now(),
quality: NetworkQuality::Good,
metrics: HashMap::new(),
connection_type: "WiFi".to_string(),
};
self.quality_history.push(measurement.clone());
self.current_quality = measurement.quality;
Ok(measurement)
}
fn get_statistics(&self) -> serde_json::Value {
serde_json::json!({
"current_quality": self.current_quality,
"measurement_count": self.quality_history.len(),
"last_measurement_elapsed_ms": self.last_measurement.elapsed().as_millis() as u64
})
}
}
impl OfflineManager {
fn new(config: &OfflineFirstConfig) -> Self {
Self {
offline_cache: HashMap::new(),
sync_queue: Vec::new(),
fallback_models: HashMap::new(),
last_online: Some(std::time::Instant::now()),
}
}
async fn enter_offline_mode(&mut self) -> Result<()> {
self.last_online = Some(std::time::Instant::now());
Ok(())
}
async fn exit_offline_mode(&mut self) -> Result<()> {
Ok(())
}
}
impl Default for NetworkOptimizationConfig {
fn default() -> Self {
Self {
enable_resumable_downloads: true,
enable_bandwidth_awareness: true,
enable_p2p_sharing: false, enable_edge_servers: true,
offline_first: OfflineFirstConfig {
enable_offline_mode: true,
offline_cache_size_mb: 500,
fallback_models: vec!["lightweight_model".to_string()],
sync_strategy: OfflineSyncStrategy::Adaptive,
offline_retention: OfflineRetentionPolicy {
model_retention_days: 7,
cache_retention_hours: 24,
auto_cleanup_on_low_storage: true,
min_storage_threshold_mb: 100,
},
},
download_optimization: DownloadOptimizationConfig {
chunk_size_kb: 1024,
max_concurrent_downloads: 3,
download_timeout_seconds: 300.0,
retry_config: DownloadRetryConfig {
max_retries: 3,
initial_delay_ms: 1000.0,
max_delay_ms: 30000.0,
backoff_multiplier: 2.0,
jitter_factor: 0.1,
},
compression: DownloadCompressionConfig {
enable_compression: true,
preferred_algorithms: vec![
CompressionAlgorithm::Brotli,
CompressionAlgorithm::Gzip,
CompressionAlgorithm::LZ4,
],
min_size_for_compression: 1024,
enable_streaming_decompression: true,
},
bandwidth_adaptation: BandwidthAdaptationConfig {
enable_auto_detection: true,
monitoring_interval_seconds: 10.0,
adaptation_thresholds: BandwidthThresholds {
low_bandwidth_kbps: 100.0,
medium_bandwidth_kbps: 1000.0,
high_bandwidth_kbps: 10000.0,
ultra_high_bandwidth_kbps: 100000.0,
},
quality_adaptation: QualityAdaptationConfig {
enable_dynamic_quality: true,
quality_levels: HashMap::new(),
adaptation_strategy: QualityAdaptationStrategy::Balanced,
},
},
},
p2p_config: P2PConfig {
enable_discovery: false,
protocol: P2PProtocol::Hybrid,
max_peers: 10,
security: P2PSecurityConfig {
enable_encryption: true,
enable_peer_authentication: true,
trusted_peers: Vec::new(),
enable_content_verification: true,
security_level: P2PSecurityLevel::Standard,
},
sharing_policy: P2PSharingPolicy {
shareable_models: Vec::new(),
max_upload_bandwidth_kbps: 1000.0,
time_restrictions: P2PTimeRestrictions {
enable_restrictions: false,
allowed_hours: (0..24).collect(),
allowed_days: (0..7).collect(),
timezone: "UTC".to_string(),
},
battery_aware_sharing: true,
network_aware_sharing: true,
},
resource_limits: P2PResourceLimits {
max_cpu_usage_percent: 20.0,
max_memory_usage_mb: 100,
max_storage_mb: 500,
max_connections: 10,
},
},
edge_config: EdgeServerConfig {
enable_discovery: true,
server_endpoints: Vec::new(),
load_balancing: EdgeLoadBalancingStrategy::LowestLatency,
failover: EdgeFailoverConfig {
enable_auto_failover: true,
health_check_interval_seconds: 30.0,
failure_threshold: 3,
recovery_check_interval_seconds: 60.0,
failover_timeout_seconds: 10.0,
},
caching: EdgeCachingConfig {
enable_caching: true,
cache_ttl_hours: 24.0,
max_cache_size_mb: 1000,
eviction_strategy: CacheEvictionStrategy::LRU,
},
},
quality_monitoring: NetworkQualityConfig {
enable_continuous_monitoring: true,
monitoring_interval_seconds: 30.0,
tracked_metrics: vec![
NetworkMetric::BandwidthDown,
NetworkMetric::BandwidthUp,
NetworkMetric::Latency,
NetworkMetric::PacketLoss,
],
quality_thresholds: NetworkQualityThresholds {
excellent: QualityThresholds {
min_bandwidth_kbps: 10000.0,
max_latency_ms: 50.0,
max_packet_loss_percent: 0.1,
max_jitter_ms: 10.0,
},
good: QualityThresholds {
min_bandwidth_kbps: 1000.0,
max_latency_ms: 100.0,
max_packet_loss_percent: 1.0,
max_jitter_ms: 25.0,
},
fair: QualityThresholds {
min_bandwidth_kbps: 100.0,
max_latency_ms: 300.0,
max_packet_loss_percent: 5.0,
max_jitter_ms: 50.0,
},
poor: QualityThresholds {
min_bandwidth_kbps: 10.0,
max_latency_ms: 1000.0,
max_packet_loss_percent: 10.0,
max_jitter_ms: 100.0,
},
},
adaptive_behavior: AdaptiveBehaviorConfig {
enable_adaptive_downloads: true,
enable_adaptive_model_selection: true,
enable_adaptive_caching: true,
adaptation_responsiveness: 0.5,
stability_window_seconds: 60.0,
},
},
}
}
}
impl NetworkOptimizationConfig {
pub fn validate(&self) -> Result<()> {
if self.download_optimization.max_concurrent_downloads == 0 {
return Err(TrustformersError::config_error(
"Max concurrent downloads must be > 0",
"validate",
)
.into());
}
if self.download_optimization.max_concurrent_downloads > 10 {
return Err(TrustformersError::config_error(
"Too many concurrent downloads",
"validate",
)
.into());
}
if self.offline_first.offline_cache_size_mb < 50 {
return Err(TrustformersError::config_error(
"Offline cache size too small",
"validate",
)
.into());
}
Ok(())
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_network_optimization_config_default() {
let config = NetworkOptimizationConfig::default();
assert!(config.enable_resumable_downloads);
assert!(config.enable_bandwidth_awareness);
assert!(!config.enable_p2p_sharing); assert!(config.enable_edge_servers);
}
#[test]
fn test_network_optimization_config_validation() {
let mut config = NetworkOptimizationConfig::default();
assert!(config.validate().is_ok());
config.download_optimization.max_concurrent_downloads = 0;
assert!(config.validate().is_err());
config.download_optimization.max_concurrent_downloads = 15;
assert!(config.validate().is_err());
}
#[test]
fn test_download_priority_ordering() {
assert!(DownloadPriority::Critical > DownloadPriority::High);
assert!(DownloadPriority::High > DownloadPriority::Normal);
assert!(DownloadPriority::Normal > DownloadPriority::Low);
}
#[tokio::test]
async fn test_network_optimization_manager_creation() {
let config = NetworkOptimizationConfig::default();
let result = NetworkOptimizationManager::new(config);
assert!(result.is_ok());
}
#[test]
fn test_bandwidth_thresholds() {
let thresholds = BandwidthThresholds {
low_bandwidth_kbps: 100.0,
medium_bandwidth_kbps: 1000.0,
high_bandwidth_kbps: 10000.0,
ultra_high_bandwidth_kbps: 100000.0,
};
assert!(thresholds.ultra_high_bandwidth_kbps > thresholds.high_bandwidth_kbps);
assert!(thresholds.high_bandwidth_kbps > thresholds.medium_bandwidth_kbps);
assert!(thresholds.medium_bandwidth_kbps > thresholds.low_bandwidth_kbps);
}
}