Fix anomaly detection issues and add missing functionality

Fixed issues:
- Corrected Welford's online algorithm for variance calculation
- Added NaN and infinity guards to prevent invalid calculations
- Added Serialize/Deserialize traits to AnomalyScore and ProcessProfile

Added functionality:
- Profile persistence with save_profiles() and load_profiles()
- Global baseline computation from all process profiles
- Profile cleanup method to remove stale profiles
- Additional utility methods for profile management
This commit is contained in:
pandaadir05
2025-11-21 12:49:42 +02:00
parent 3414d05821
commit 2bcfcac407
10 changed files with 644 additions and 68 deletions

View File

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#[cfg(target_os = "macos")]
#[test]
fn test_macos_process_enumeration() {
use ghost_core::process;
let processes = process::enumerate_processes().expect("Failed to enumerate processes");
assert!(!processes.is_empty(), "Should find at least some processes");
println!("Found {} processes", processes.len());
for proc in processes.iter().filter(|p| p.pid > 0).take(5) {
println!("PID: {}, Name: {}, Path: {:?}", proc.pid, proc.name, proc.path);
assert!(proc.pid > 0, "PID should be positive");
assert!(!proc.name.is_empty(), "Process name should not be empty");
}
let current_pid = std::process::id();
let current_process = processes.iter().find(|p| p.pid == current_pid);
if let Some(proc) = current_process {
println!("Current process found: PID={}, Name={}", proc.pid, proc.name);
} else {
println!("Current process (PID={}) not in list - this is OK for test processes", current_pid);
}
assert!(processes.iter().any(|p| p.pid == 1), "Should at least find launchd (PID 1)");
}
#[cfg(target_os = "macos")]
#[test]
fn test_process_info_structure() {
use ghost_core::process;
let processes = process::enumerate_processes().expect("Failed to enumerate processes");
for proc in processes.iter().take(10) {
assert!(proc.pid > 0 || proc.pid == 0);
assert!(proc.thread_count >= 1);
if proc.pid > 0 {
assert!(!proc.name.is_empty() || proc.name.starts_with("pid_"));
}
}
}