trustformers-mobile 0.1.1

Mobile deployment support for TrustformeRS (iOS, Android)
Documentation
//! Auto-generated module
//!
//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)

use anyhow::{Context, Result};
use std::collections::{HashMap, VecDeque};
use std::sync::{Arc, Mutex, RwLock};
use std::thread;
use std::time::{Duration, Instant, SystemTime, UNIX_EPOCH};
use tracing::{debug, info, warn};
use super::collector::{CollectionStatistics, MobileMetricsCollector};
use super::config::MobileProfilerConfig;
use super::types::*;
use crate::device_info::{MobileDeviceDetector, MobileDeviceInfo, ThermalState};
/// Data formatter trait for different export formats
pub trait DataFormatter: std::fmt::Debug {
    /// Format profiling data for export
    fn format(&self, data: &ProfilingData) -> Result<Vec<u8>>;
    /// Get file extension for this format
    fn file_extension(&self) -> &str;
    /// Get MIME type for this format
    fn mime_type(&self) -> &str;
    /// Estimate output size for planning
    fn estimate_size(&self, data: &ProfilingData) -> usize;
}
/// Notification handler trait
pub trait NotificationHandler: std::fmt::Debug {
    fn send_notification(&self, alert: &PerformanceAlert) -> Result<()>;
}
/// Get platform-specific capabilities
fn get_platform_capabilities() -> PlatformCapabilities {
    let mut capabilities = PlatformCapabilities::default();
    #[cfg(target_os = "ios")]
    {
        capabilities.ios_features = vec![
            "Metal".to_string(), "CoreML".to_string(), "Instruments".to_string(),
            "iOS Memory Pressure".to_string(),
        ];
    }
    #[cfg(target_os = "android")]
    {
        capabilities.android_features = vec![
            "NNAPI".to_string(), "GPU Delegate".to_string(), "Android Profiler"
            .to_string(), "System Trace".to_string(),
        ];
    }
    capabilities.generic_features = vec![
        "CPU Profiling".to_string(), "Memory Profiling".to_string(), "Network Monitoring"
        .to_string(), "Battery Monitoring".to_string(), "Thermal Monitoring".to_string(),
    ];
    capabilities
}
#[cfg(test)]
mod tests {
    use super::*;
    use std::time::Duration;
    /// Create a fast test config with minimal overhead for tests
    fn fast_test_config() -> MobileProfilerConfig {
        let mut config = MobileProfilerConfig::default();
        config.memory_profiling.enabled = false;
        config.cpu_profiling.enabled = false;
        config.gpu_profiling.enabled = false;
        config.network_profiling.enabled = false;
        config.real_time_monitoring.enabled = false;
        config.sampling.interval_ms = 10000;
        config.sampling.max_samples = 10;
        config
    }
    #[test]
    fn test_profiler_creation() {
        let config = fast_test_config();
        let result = MobilePerformanceProfiler::new(config);
        assert!(result.is_ok(), "Failed to create profiler: {:?}", result.err());
    }
    #[test]
    fn test_profiling_lifecycle() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        assert!(! profiler.is_profiling_active());
        let session_id = profiler.start_profiling()?;
        assert!(! session_id.is_empty());
        assert!(profiler.is_profiling_active());
        assert!(profiler.start_profiling().is_err());
        let profiling_data = profiler.stop_profiling()?;
        assert!(! profiler.is_profiling_active());
        assert_eq!(profiling_data.session_info.metadata.session_id, session_id);
        Ok(())
    }
    #[test]
    fn test_event_recording() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        profiler.record_inference_event("model_load", Some(250.0))?;
        profiler.record_inference_event("inference_start", None)?;
        profiler.record_inference_event("inference_end", Some(85.0))?;
        let profiling_data = profiler.stop_profiling()?;
        assert_eq!(profiling_data.events.len(), 3);
        Ok(())
    }
    #[test]
    fn test_metrics_collection() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        std::thread::sleep(Duration::from_millis(1));
        let metrics = profiler.get_current_metrics()?;
        assert!(metrics.timestamp > 0);
        let _stats = profiler.get_collection_stats()?;
        profiler.stop_profiling()?;
        Ok(())
    }
    #[test]
    #[ignore]
    fn test_bottleneck_detection() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        std::thread::sleep(std::time::Duration::from_millis(1));
        let _bottlenecks = profiler.detect_bottlenecks()?;
        profiler.stop_profiling()?;
        std::thread::sleep(std::time::Duration::from_millis(1));
        Ok(())
    }
    #[test]
    fn test_optimization_suggestions() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        let _suggestions = profiler.get_optimization_suggestions()?;
        profiler.stop_profiling()?;
        Ok(())
    }
    #[test]
    fn test_pause_resume_profiling() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        assert!(profiler.is_profiling_active());
        profiler.pause_profiling()?;
        assert!(profiler.is_profiling_active());
        profiler.resume_profiling()?;
        assert!(profiler.is_profiling_active());
        profiler.stop_profiling()?;
        assert!(! profiler.is_profiling_active());
        Ok(())
    }
    #[test]
    fn test_config_validation() {
        let mut config = MobileProfilerConfig::default();
        assert!(MobilePerformanceProfiler::validate_config(& config).is_ok());
        config.sampling.interval_ms = 0;
        assert!(MobilePerformanceProfiler::validate_config(& config).is_err());
        config = MobileProfilerConfig::default();
        config.sampling.max_samples = 0;
        assert!(MobilePerformanceProfiler::validate_config(& config).is_err());
        config = MobileProfilerConfig::default();
        config.export_config.compression_level = 10;
        assert!(MobilePerformanceProfiler::validate_config(& config).is_err());
    }
    #[test]
    fn test_config_update() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        let mut new_config = MobileProfilerConfig::default();
        new_config.sampling.interval_ms = 200;
        new_config.memory_profiling.heap_analysis = true;
        profiler.update_config(new_config)?;
        Ok(())
    }
    #[test]
    fn test_export_functionality() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        profiler.record_inference_event("test_event", Some(100.0))?;
        profiler.stop_profiling()?;
        let export_path = profiler.export_data(ExportFormat::JSON)?;
        assert!(! export_path.is_empty());
        Ok(())
    }
    #[test]
    fn test_system_health_assessment() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        let health = profiler.get_system_health()?;
        assert!(health.overall_score >= 0.0 && health.overall_score <= 100.0);
        profiler.stop_profiling()?;
        Ok(())
    }
    #[test]
    fn test_performance_report_generation() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        profiler.start_profiling()?;
        profiler.record_inference_event("test_inference", Some(50.0))?;
        profiler.stop_profiling()?;
        let report = profiler.generate_performance_report()?;
        assert!(! report.is_empty());
        assert!(report.contains("html"));
        Ok(())
    }
    #[test]
    fn test_session_state_tracking() -> Result<()> {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config)?;
        let state = profiler.get_profiling_state();
        assert!(! state.is_active);
        assert_eq!(state.events_recorded, 0);
        profiler.start_profiling()?;
        let state = profiler.get_profiling_state();
        assert!(state.is_active);
        assert!(state.current_session_id.is_some());
        assert!(state.start_time.is_some());
        profiler.record_inference_event("event1", None)?;
        profiler.record_inference_event("event2", None)?;
        let state = profiler.get_profiling_state();
        assert_eq!(state.events_recorded, 2);
        profiler.stop_profiling()?;
        Ok(())
    }
    #[test]
    fn test_error_handling() {
        let config = fast_test_config();
        let profiler = MobilePerformanceProfiler::new(config).expect("operation failed in test");
        assert!(profiler.stop_profiling().is_err());
        assert!(profiler.pause_profiling().is_err());
        assert!(profiler.resume_profiling().is_err());
        let mut invalid_config = MobileProfilerConfig::default();
        invalid_config.sampling.interval_ms = 0;
        assert!(profiler.update_config(invalid_config).is_err());
    }
    #[test]
    fn test_thread_safety() -> Result<()> {
        use std::sync::Arc;
        use std::thread;
        let config = fast_test_config();
        let profiler = Arc::new(MobilePerformanceProfiler::new(config)?);
        profiler.start_profiling()?;
        let handles: Vec<_> = (0..5)
            .map(|i| {
                let profiler_clone = Arc::clone(&profiler);
                thread::spawn(move || {
                    for j in 0..10 {
                        let event_name = format!("thread_{}_event_{}", i, j);
                        let _ = profiler_clone
                            .record_inference_event(&event_name, Some(10.0));
                        let _ = profiler_clone.get_current_metrics();
                        let _ = profiler_clone.detect_bottlenecks();
                    }
                })
            })
            .collect();
        for handle in handles {
            handle.join().expect("thread join failed");
        }
        let profiling_data = profiler.stop_profiling()?;
        assert!(profiling_data.events.len() > 0);
        Ok(())
    }
}