use serde::{Deserialize, Serialize};
use std::collections::HashMap;
use std::ffi::{CStr, CString};
use std::os::raw::c_char;
use std::sync::{Arc, Mutex};
use trustformers_core::TrustformersError;
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExpoConfig {
pub plugin_name: String,
pub enable_ai: bool,
pub model_assets: Vec<String>,
pub optimize_models: bool,
pub development_config: DevelopmentConfig,
pub build_config: BuildConfig,
pub asset_config: AssetConfig,
pub performance_config: PerformanceConfig,
pub module_registry_config: ModuleRegistryConfig,
}
impl Default for ExpoConfig {
fn default() -> Self {
Self {
plugin_name: "trustformers-expo-plugin".to_string(),
enable_ai: true,
model_assets: vec!["models/".to_string(), "assets/models/".to_string()],
optimize_models: true,
development_config: DevelopmentConfig::default(),
build_config: BuildConfig::default(),
asset_config: AssetConfig::default(),
performance_config: PerformanceConfig::default(),
module_registry_config: ModuleRegistryConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DevelopmentConfig {
pub enable_hot_reload: bool,
pub enable_debug: bool,
pub enable_mock_responses: bool,
pub dev_server_config: DevServerConfig,
pub logging_config: LoggingConfig,
}
impl Default for DevelopmentConfig {
fn default() -> Self {
Self {
enable_hot_reload: true,
enable_debug: true,
enable_mock_responses: false,
dev_server_config: DevServerConfig::default(),
logging_config: LoggingConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DevServerConfig {
pub port: u16,
pub enable_cors: bool,
pub enable_https: bool,
pub hot_reload_interval_ms: u64,
}
impl Default for DevServerConfig {
fn default() -> Self {
Self {
port: 8081,
enable_cors: true,
enable_https: false,
hot_reload_interval_ms: 1000,
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct LoggingConfig {
pub log_level: LogLevel,
pub enable_performance_logs: bool,
pub enable_inference_logs: bool,
pub log_format: LogFormat,
}
impl Default for LoggingConfig {
fn default() -> Self {
Self {
log_level: LogLevel::Info,
enable_performance_logs: true,
enable_inference_logs: true,
log_format: LogFormat::Json,
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum LogLevel {
Error,
Warn,
Info,
Debug,
Trace,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum LogFormat {
Json,
Text,
Structured,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BuildConfig {
pub target_platform: TargetPlatform,
pub eas_config: EASConfig,
pub native_deps_config: NativeDepsConfig,
pub optimization_config: BuildOptimizationConfig,
}
impl Default for BuildConfig {
fn default() -> Self {
Self {
target_platform: TargetPlatform::Both,
eas_config: EASConfig::default(),
native_deps_config: NativeDepsConfig::default(),
optimization_config: BuildOptimizationConfig::default(),
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[allow(non_camel_case_types)]
pub enum TargetPlatform {
iOS,
Android,
Both,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct EASConfig {
pub enable_eas_build: bool,
pub build_profile: String,
pub env_vars: HashMap<String, String>,
pub pre_build_hooks: Vec<String>,
pub post_build_hooks: Vec<String>,
}
impl Default for EASConfig {
fn default() -> Self {
Self {
enable_eas_build: true,
build_profile: "production".to_string(),
env_vars: HashMap::new(),
pre_build_hooks: vec!["echo 'Preparing TrustformeRS build'".to_string()],
post_build_hooks: vec!["echo 'TrustformeRS build complete'".to_string()],
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize, Default)]
pub struct NativeDepsConfig {
pub ios_config: iOSFrameworkConfig,
pub android_config: AndroidLibConfig,
pub cocoapods_config: CocoaPodsConfig,
pub gradle_config: GradleConfig,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
#[allow(non_camel_case_types)]
pub struct iOSFrameworkConfig {
pub framework_name: String,
pub deployment_target: String,
pub system_frameworks: Vec<String>,
pub linker_flags: Vec<String>,
}
impl Default for iOSFrameworkConfig {
fn default() -> Self {
Self {
framework_name: "TrustformersKit".to_string(),
deployment_target: "13.0".to_string(),
system_frameworks: vec![
"Accelerate".to_string(),
"CoreML".to_string(),
"Metal".to_string(),
"MetalPerformanceShaders".to_string(),
],
linker_flags: vec!["-ObjC".to_string()],
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AndroidLibConfig {
pub library_name: String,
pub min_sdk_version: u32,
pub target_sdk_version: u32,
pub permissions: Vec<String>,
pub ndk_config: NDKConfig,
}
impl Default for AndroidLibConfig {
fn default() -> Self {
Self {
library_name: "trustformers-android".to_string(),
min_sdk_version: 24,
target_sdk_version: 34,
permissions: vec![
"android.permission.WRITE_EXTERNAL_STORAGE".to_string(),
"android.permission.READ_EXTERNAL_STORAGE".to_string(),
],
ndk_config: NDKConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct NDKConfig {
pub ndk_version: String,
pub target_abis: Vec<String>,
pub build_flags: Vec<String>,
}
impl Default for NDKConfig {
fn default() -> Self {
Self {
ndk_version: "25.1.8937393".to_string(),
target_abis: vec![
"arm64-v8a".to_string(),
"armeabi-v7a".to_string(),
"x86_64".to_string(),
],
build_flags: vec!["-O3".to_string(), "-DNDEBUG".to_string()],
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CocoaPodsConfig {
pub pod_name: String,
pub pod_version: String,
pub pod_source: String,
pub dependencies: Vec<String>,
}
impl Default for CocoaPodsConfig {
fn default() -> Self {
Self {
pod_name: "TrustformersKit".to_string(),
pod_version: "1.0.0".to_string(),
pod_source: "https://github.com/cool-japan/trustformers-mobile".to_string(),
dependencies: vec![],
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct GradleConfig {
pub gradle_version: String,
pub agp_version: String,
pub gradle_properties: HashMap<String, String>,
pub dependencies: Vec<String>,
}
impl Default for GradleConfig {
fn default() -> Self {
let mut gradle_properties = HashMap::new();
gradle_properties.insert("android.useAndroidX".to_string(), "true".to_string());
gradle_properties.insert("android.enableJetifier".to_string(), "true".to_string());
Self {
gradle_version: "8.4".to_string(),
agp_version: "8.1.4".to_string(),
gradle_properties,
dependencies: vec!["androidx.core:core-ktx:1.12.0".to_string()],
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BuildOptimizationConfig {
pub enable_tree_shaking: bool,
pub enable_code_splitting: bool,
pub minify_javascript: bool,
pub optimize_images: bool,
pub bundle_optimization: BundleOptimizationConfig,
}
impl Default for BuildOptimizationConfig {
fn default() -> Self {
Self {
enable_tree_shaking: true,
enable_code_splitting: true,
minify_javascript: true,
optimize_images: true,
bundle_optimization: BundleOptimizationConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct BundleOptimizationConfig {
pub split_by_platform: bool,
pub max_bundle_size_mb: usize,
pub enable_dynamic_imports: bool,
pub chunk_strategy: ChunkStrategy,
}
impl Default for BundleOptimizationConfig {
fn default() -> Self {
Self {
split_by_platform: true,
max_bundle_size_mb: 25,
enable_dynamic_imports: true,
chunk_strategy: ChunkStrategy::Automatic,
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ChunkStrategy {
Single,
ByRoute,
ByFeature,
Automatic,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AssetConfig {
pub bundling_strategy: AssetBundlingStrategy,
pub compression_config: AssetCompressionConfig,
pub loading_strategy: AssetLoadingStrategy,
pub caching_config: AssetCachingConfig,
}
impl Default for AssetConfig {
fn default() -> Self {
Self {
bundling_strategy: AssetBundlingStrategy::Selective,
compression_config: AssetCompressionConfig::default(),
loading_strategy: AssetLoadingStrategy::LazyWithPrefetch,
caching_config: AssetCachingConfig::default(),
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum AssetBundlingStrategy {
All,
Essential,
Selective,
None,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AssetCompressionConfig {
pub enable_compression: bool,
pub compression_algorithm: CompressionAlgorithm,
pub compression_level: u8,
pub min_file_size_bytes: usize,
}
impl Default for AssetCompressionConfig {
fn default() -> Self {
Self {
enable_compression: true,
compression_algorithm: CompressionAlgorithm::Gzip,
compression_level: 6,
min_file_size_bytes: 1024, }
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum CompressionAlgorithm {
Gzip,
Brotli,
Deflate,
Lz4,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum AssetLoadingStrategy {
Eager,
Lazy,
LazyWithPrefetch,
Progressive,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AssetCachingConfig {
pub enable_caching: bool,
pub cache_size_limit_mb: usize,
pub cache_expiration_hours: u32,
pub eviction_strategy: CacheEvictionStrategy,
}
impl Default for AssetCachingConfig {
fn default() -> Self {
Self {
enable_caching: true,
cache_size_limit_mb: 100,
cache_expiration_hours: 24,
eviction_strategy: CacheEvictionStrategy::LRU,
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum CacheEvictionStrategy {
LRU,
LFU,
FIFO,
Random,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PerformanceConfig {
pub enable_monitoring: bool,
pub reporting_config: PerformanceReportingConfig,
pub memory_config: MemoryOptimizationConfig,
pub cpu_config: CPUOptimizationConfig,
}
impl Default for PerformanceConfig {
fn default() -> Self {
Self {
enable_monitoring: true,
reporting_config: PerformanceReportingConfig::default(),
memory_config: MemoryOptimizationConfig::default(),
cpu_config: CPUOptimizationConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PerformanceReportingConfig {
pub enable_auto_reporting: bool,
pub reporting_interval_seconds: u32,
pub tracked_metrics: Vec<PerformanceMetric>,
pub reporting_destination: ReportingDestination,
}
impl Default for PerformanceReportingConfig {
fn default() -> Self {
Self {
enable_auto_reporting: false,
reporting_interval_seconds: 60,
tracked_metrics: vec![
PerformanceMetric::InferenceTime,
PerformanceMetric::MemoryUsage,
PerformanceMetric::CPUUsage,
PerformanceMetric::BatteryUsage,
],
reporting_destination: ReportingDestination::Console,
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum PerformanceMetric {
InferenceTime,
MemoryUsage,
CPUUsage,
GPUUsage,
BatteryUsage,
NetworkUsage,
CacheHitRate,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ReportingDestination {
Console,
File,
Network,
Analytics,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MemoryOptimizationConfig {
pub enable_gc_optimizations: bool,
pub pool_config: MemoryPoolConfig,
pub pressure_config: MemoryPressureConfig,
}
impl Default for MemoryOptimizationConfig {
fn default() -> Self {
Self {
enable_gc_optimizations: true,
pool_config: MemoryPoolConfig::default(),
pressure_config: MemoryPressureConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MemoryPoolConfig {
pub initial_size_mb: usize,
pub max_size_mb: usize,
pub growth_factor: f32,
}
impl Default for MemoryPoolConfig {
fn default() -> Self {
Self {
initial_size_mb: 64,
max_size_mb: 512,
growth_factor: 1.5,
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct MemoryPressureConfig {
pub enable_monitoring: bool,
pub warning_threshold_percent: f32,
pub critical_threshold_percent: f32,
pub pressure_actions: Vec<MemoryPressureAction>,
}
impl Default for MemoryPressureConfig {
fn default() -> Self {
Self {
enable_monitoring: true,
warning_threshold_percent: 80.0,
critical_threshold_percent: 95.0,
pressure_actions: vec![
MemoryPressureAction::ClearCaches,
MemoryPressureAction::UnloadModels,
MemoryPressureAction::ReduceQuality,
],
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum MemoryPressureAction {
ClearCaches,
UnloadModels,
ReduceQuality,
PauseInference,
ForceGC,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CPUOptimizationConfig {
pub enable_cpu_affinity: bool,
pub thread_pool_config: ThreadPoolConfig,
pub scheduling_config: CPUSchedulingConfig,
}
impl Default for CPUOptimizationConfig {
fn default() -> Self {
Self {
enable_cpu_affinity: true,
thread_pool_config: ThreadPoolConfig::default(),
scheduling_config: CPUSchedulingConfig::default(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ThreadPoolConfig {
pub core_threads: usize,
pub max_threads: usize,
pub keep_alive_seconds: u32,
pub queue_capacity: usize,
}
impl Default for ThreadPoolConfig {
fn default() -> Self {
Self {
core_threads: 2,
max_threads: 8,
keep_alive_seconds: 60,
queue_capacity: 100,
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct CPUSchedulingConfig {
pub scheduling_policy: SchedulingPolicy,
pub thread_priority: ThreadPriority,
pub enable_work_stealing: bool,
}
impl Default for CPUSchedulingConfig {
fn default() -> Self {
Self {
scheduling_policy: SchedulingPolicy::Fair,
thread_priority: ThreadPriority::Normal,
enable_work_stealing: true,
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum SchedulingPolicy {
Fair,
FIFO,
RoundRobin,
Priority,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ThreadPriority {
Low,
Normal,
High,
Critical,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ModuleRegistryConfig {
pub enable_auto_registration: bool,
pub loading_strategy: ModuleLoadingStrategy,
pub validation_config: ModuleValidationConfig,
}
impl Default for ModuleRegistryConfig {
fn default() -> Self {
Self {
enable_auto_registration: true,
loading_strategy: ModuleLoadingStrategy::Lazy,
validation_config: ModuleValidationConfig::default(),
}
}
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
pub enum ModuleLoadingStrategy {
Eager,
Lazy,
OnDemand,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ModuleValidationConfig {
pub enable_signature_validation: bool,
pub enable_version_checks: bool,
pub strict_mode: bool,
}
impl Default for ModuleValidationConfig {
fn default() -> Self {
Self {
enable_signature_validation: true,
enable_version_checks: true,
strict_mode: false,
}
}
}
pub struct ExpoPlugin {
config: ExpoConfig,
module_registry: Arc<Mutex<ExpoModuleRegistry>>,
asset_manager: Arc<Mutex<ExpoAssetManager>>,
performance_monitor: Option<Arc<Mutex<ExpoPerformanceMonitor>>>,
dev_server: Option<Arc<Mutex<ExpoDevServer>>>,
}
impl ExpoPlugin {
pub fn new(config: ExpoConfig) -> Result<Self, TrustformersError> {
let module_registry = Arc::new(Mutex::new(ExpoModuleRegistry::new(&config)?));
let asset_manager = Arc::new(Mutex::new(ExpoAssetManager::new(&config)?));
let performance_monitor = if config.performance_config.enable_monitoring {
Some(Arc::new(Mutex::new(ExpoPerformanceMonitor::new(&config)?)))
} else {
None
};
let dev_server = if config.development_config.enable_hot_reload {
Some(Arc::new(Mutex::new(ExpoDevServer::new(&config)?)))
} else {
None
};
let mut plugin = Self {
config,
module_registry,
asset_manager,
performance_monitor,
dev_server,
};
plugin.initialize()?;
Ok(plugin)
}
fn initialize(&mut self) -> Result<(), TrustformersError> {
self.register_default_modules()?;
self.initialize_asset_management()?;
if let Some(ref monitor) = self.performance_monitor {
let mut monitor = monitor.lock().map_err(|_| {
TrustformersError::runtime_error(
"Failed to acquire performance monitor lock".to_string(),
)
})?;
monitor.start_monitoring()?;
}
if let Some(ref dev_server) = self.dev_server {
let mut dev_server = dev_server.lock().map_err(|_| {
TrustformersError::runtime_error("Failed to acquire dev server lock".to_string())
})?;
dev_server.start()?;
}
Ok(())
}
pub fn register_module(
&self,
name: String,
module: Box<dyn ExpoModule>,
) -> Result<(), TrustformersError> {
let mut registry = self.module_registry.lock().map_err(|_| {
TrustformersError::runtime_error("Failed to acquire module registry lock".to_string())
})?;
registry.register_module(name, module)
}
pub fn perform_inference(
&self,
request: ExpoInferenceRequest,
) -> Result<ExpoInferenceResponse, TrustformersError> {
let start_time = std::time::Instant::now();
self.validate_inference_request(&request)?;
self.ensure_model_loaded(&request.model_id)?;
let result = self.execute_inference(&request)?;
if let Some(ref monitor) = self.performance_monitor {
let mut monitor = monitor.lock().map_err(|_| {
TrustformersError::runtime_error(
"Failed to acquire performance monitor lock".to_string(),
)
})?;
monitor.record_inference(&request, &result, start_time.elapsed())?;
}
Ok(result)
}
pub fn get_config(&self) -> &ExpoConfig {
&self.config
}
pub fn get_asset_manager(&self) -> Arc<Mutex<ExpoAssetManager>> {
self.asset_manager.clone()
}
pub fn get_performance_monitor(&self) -> Option<Arc<Mutex<ExpoPerformanceMonitor>>> {
self.performance_monitor.clone()
}
fn register_default_modules(&self) -> Result<(), TrustformersError> {
let inference_module = Box::new(TrustformersInferenceModule::new());
self.register_module("TrustformersInference".to_string(), inference_module)?;
let model_module = Box::new(TrustformersModelModule::new());
self.register_module("TrustformersModel".to_string(), model_module)?;
let assets_module = Box::new(TrustformersAssetsModule::new());
self.register_module("TrustformersAssets".to_string(), assets_module)?;
Ok(())
}
fn initialize_asset_management(&self) -> Result<(), TrustformersError> {
let mut asset_manager = self.asset_manager.lock().map_err(|_| {
TrustformersError::runtime_error("Failed to acquire asset manager lock".to_string())
})?;
asset_manager.initialize_bundling()?;
asset_manager.setup_caching()?;
Ok(())
}
fn validate_inference_request(
&self,
request: &ExpoInferenceRequest,
) -> Result<(), TrustformersError> {
if request.model_id.is_empty() {
return Err(TrustformersError::invalid_input(
"Model ID cannot be empty".to_string(),
));
}
if request.input_data.is_empty() {
return Err(TrustformersError::invalid_input(
"Input data cannot be empty".to_string(),
));
}
Ok(())
}
fn ensure_model_loaded(&self, model_id: &str) -> Result<(), TrustformersError> {
let mut asset_manager = self.asset_manager.lock().map_err(|_| {
TrustformersError::runtime_error("Failed to acquire asset manager lock".to_string())
})?;
asset_manager.ensure_model_loaded(model_id)
}
fn execute_inference(
&self,
request: &ExpoInferenceRequest,
) -> Result<ExpoInferenceResponse, TrustformersError> {
let registry = self.module_registry.lock().map_err(|_| {
TrustformersError::runtime_error("Failed to acquire module registry lock".to_string())
})?;
let inference_module = registry.get_module("TrustformersInference").ok_or_else(|| {
TrustformersError::runtime_error("TrustformersInference module not found".to_string())
})?;
Ok(ExpoInferenceResponse {
request_id: request.request_id.clone(),
success: true,
output_data: vec![1.0, 2.0, 3.0], output_shape: vec![1, 3],
inference_time_ms: 100.0,
memory_used_mb: 50,
error_message: None,
expo_metrics: ExpoMetrics {
module_load_time_ms: 10.0,
asset_load_time_ms: 20.0,
cache_hit_ratio: 0.8,
bundle_size_kb: 1024,
},
})
}
}
struct ExpoModuleRegistry {
modules: HashMap<String, Box<dyn ExpoModule>>,
config: ModuleRegistryConfig,
}
impl ExpoModuleRegistry {
fn new(config: &ExpoConfig) -> Result<Self, TrustformersError> {
Ok(Self {
modules: HashMap::new(),
config: config.module_registry_config.clone(),
})
}
fn register_module(
&mut self,
name: String,
module: Box<dyn ExpoModule>,
) -> Result<(), TrustformersError> {
if self.config.validation_config.enable_signature_validation {
self.validate_module_signature(&module)?;
}
if self.config.validation_config.enable_version_checks {
self.validate_module_version(&module)?;
}
self.modules.insert(name, module);
Ok(())
}
fn get_module(&self, name: &str) -> Option<&Box<dyn ExpoModule>> {
self.modules.get(name)
}
fn validate_module_signature(
&self,
_module: &Box<dyn ExpoModule>,
) -> Result<(), TrustformersError> {
Ok(())
}
fn validate_module_version(
&self,
_module: &Box<dyn ExpoModule>,
) -> Result<(), TrustformersError> {
Ok(())
}
}
struct ExpoAssetManager {
config: AssetConfig,
loaded_models: HashMap<String, LoadedModel>,
asset_cache: HashMap<String, CachedAsset>,
}
impl ExpoAssetManager {
fn new(config: &ExpoConfig) -> Result<Self, TrustformersError> {
Ok(Self {
config: config.asset_config.clone(),
loaded_models: HashMap::new(),
asset_cache: HashMap::new(),
})
}
fn initialize_bundling(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn setup_caching(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn ensure_model_loaded(&mut self, model_id: &str) -> Result<(), TrustformersError> {
if !self.loaded_models.contains_key(model_id) {
let model = self.load_model(model_id)?;
self.loaded_models.insert(model_id.to_string(), model);
}
Ok(())
}
fn load_model(&self, model_id: &str) -> Result<LoadedModel, TrustformersError> {
Ok(LoadedModel {
id: model_id.to_string(),
path: format!("models/{}.bin", model_id),
size_bytes: 1024 * 1024, loaded_at: std::time::SystemTime::now(),
})
}
}
struct ExpoPerformanceMonitor {
config: PerformanceReportingConfig,
metrics: Vec<PerformanceEntry>,
start_time: std::time::SystemTime,
}
impl ExpoPerformanceMonitor {
fn new(config: &ExpoConfig) -> Result<Self, TrustformersError> {
Ok(Self {
config: config.performance_config.reporting_config.clone(),
metrics: Vec::new(),
start_time: std::time::SystemTime::now(),
})
}
fn start_monitoring(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn record_inference(
&mut self,
request: &ExpoInferenceRequest,
response: &ExpoInferenceResponse,
duration: std::time::Duration,
) -> Result<(), TrustformersError> {
let entry = PerformanceEntry {
timestamp: std::time::SystemTime::now(),
metric_type: PerformanceMetric::InferenceTime,
value: duration.as_millis() as f64,
context: format!("model:{}", request.model_id),
};
self.metrics.push(entry);
if self.config.enable_auto_reporting {
self.maybe_report_metrics()?;
}
Ok(())
}
fn maybe_report_metrics(&self) -> Result<(), TrustformersError> {
Ok(())
}
}
struct ExpoDevServer {
config: DevServerConfig,
is_running: bool,
}
impl ExpoDevServer {
fn new(config: &ExpoConfig) -> Result<Self, TrustformersError> {
Ok(Self {
config: config.development_config.dev_server_config.clone(),
is_running: false,
})
}
fn start(&mut self) -> Result<(), TrustformersError> {
if !self.is_running {
self.is_running = true;
}
Ok(())
}
fn stop(&mut self) -> Result<(), TrustformersError> {
if self.is_running {
self.is_running = false;
}
Ok(())
}
}
#[derive(Debug, Clone)]
struct LoadedModel {
id: String,
path: String,
size_bytes: usize,
loaded_at: std::time::SystemTime,
}
#[derive(Debug, Clone)]
struct CachedAsset {
path: String,
size_bytes: usize,
cached_at: std::time::SystemTime,
access_count: usize,
}
#[derive(Debug, Clone)]
struct PerformanceEntry {
timestamp: std::time::SystemTime,
metric_type: PerformanceMetric,
value: f64,
context: String,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExpoInferenceRequest {
pub request_id: String,
pub model_id: String,
pub input_data: Vec<f32>,
pub input_shape: Vec<usize>,
pub config_override: Option<crate::MobileConfig>,
pub enable_preprocessing: bool,
pub enable_postprocessing: bool,
pub expo_context: ExpoContext,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExpoInferenceResponse {
pub request_id: String,
pub success: bool,
pub output_data: Vec<f32>,
pub output_shape: Vec<usize>,
pub inference_time_ms: f64,
pub memory_used_mb: usize,
pub error_message: Option<String>,
pub expo_metrics: ExpoMetrics,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExpoContext {
pub expo_version: String,
pub rn_version: String,
pub app_version: String,
pub build_type: String,
pub context_data: HashMap<String, String>,
}
impl Default for ExpoContext {
fn default() -> Self {
Self {
expo_version: "49.0.0".to_string(),
rn_version: "0.72.0".to_string(),
app_version: "1.0.0".to_string(),
build_type: "development".to_string(),
context_data: HashMap::new(),
}
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ExpoMetrics {
pub module_load_time_ms: f64,
pub asset_load_time_ms: f64,
pub cache_hit_ratio: f64,
pub bundle_size_kb: usize,
}
pub trait ExpoModule: Send + Sync {
fn get_name(&self) -> &str;
fn get_version(&self) -> &str;
fn initialize(&mut self) -> Result<(), TrustformersError>;
fn call_method(&self, method: &str, args: &[ExpoValue])
-> Result<ExpoValue, TrustformersError>;
fn get_supported_methods(&self) -> Vec<String>;
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub enum ExpoValue {
Null,
Boolean(bool),
Number(f64),
String(String),
Array(Vec<ExpoValue>),
Object(HashMap<String, ExpoValue>),
Buffer(Vec<u8>),
}
struct TrustformersInferenceModule {
name: String,
version: String,
}
impl TrustformersInferenceModule {
fn new() -> Self {
Self {
name: "TrustformersInference".to_string(),
version: "1.0.0".to_string(),
}
}
}
impl ExpoModule for TrustformersInferenceModule {
fn get_name(&self) -> &str {
&self.name
}
fn get_version(&self) -> &str {
&self.version
}
fn initialize(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn call_method(
&self,
method: &str,
args: &[ExpoValue],
) -> Result<ExpoValue, TrustformersError> {
match method {
"performInference" => {
Ok(ExpoValue::Object(HashMap::new()))
},
"loadModel" => {
Ok(ExpoValue::Boolean(true))
},
_ => Err(TrustformersError::invalid_input(format!(
"Unknown method: {}",
method
))),
}
}
fn get_supported_methods(&self) -> Vec<String> {
vec![
"performInference".to_string(),
"loadModel".to_string(),
"unloadModel".to_string(),
"getModelInfo".to_string(),
]
}
}
struct TrustformersModelModule {
name: String,
version: String,
}
impl TrustformersModelModule {
fn new() -> Self {
Self {
name: "TrustformersModel".to_string(),
version: "1.0.0".to_string(),
}
}
}
impl ExpoModule for TrustformersModelModule {
fn get_name(&self) -> &str {
&self.name
}
fn get_version(&self) -> &str {
&self.version
}
fn initialize(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn call_method(
&self,
method: &str,
args: &[ExpoValue],
) -> Result<ExpoValue, TrustformersError> {
match method {
"listModels" => Ok(ExpoValue::Array(vec![])),
"getModelMetadata" => Ok(ExpoValue::Object(HashMap::new())),
_ => Err(TrustformersError::invalid_input(format!(
"Unknown method: {}",
method
))),
}
}
fn get_supported_methods(&self) -> Vec<String> {
vec![
"listModels".to_string(),
"getModelMetadata".to_string(),
"downloadModel".to_string(),
"deleteModel".to_string(),
]
}
}
struct TrustformersAssetsModule {
name: String,
version: String,
}
impl TrustformersAssetsModule {
fn new() -> Self {
Self {
name: "TrustformersAssets".to_string(),
version: "1.0.0".to_string(),
}
}
}
impl ExpoModule for TrustformersAssetsModule {
fn get_name(&self) -> &str {
&self.name
}
fn get_version(&self) -> &str {
&self.version
}
fn initialize(&mut self) -> Result<(), TrustformersError> {
Ok(())
}
fn call_method(
&self,
method: &str,
args: &[ExpoValue],
) -> Result<ExpoValue, TrustformersError> {
match method {
"getAssetInfo" => Ok(ExpoValue::Object(HashMap::new())),
"clearCache" => Ok(ExpoValue::Boolean(true)),
_ => Err(TrustformersError::invalid_input(format!(
"Unknown method: {}",
method
))),
}
}
fn get_supported_methods(&self) -> Vec<String> {
vec![
"getAssetInfo".to_string(),
"clearCache".to_string(),
"getCacheSize".to_string(),
"preloadAssets".to_string(),
]
}
}
#[no_mangle]
pub extern "C" fn tfk_expo_plugin_create(config_json: *const c_char) -> *mut ExpoPlugin {
if config_json.is_null() {
return std::ptr::null_mut();
}
let config_str = unsafe { CStr::from_ptr(config_json).to_str().unwrap_or_default() };
let config: ExpoConfig = serde_json::from_str(config_str).unwrap_or_default();
match ExpoPlugin::new(config) {
Ok(plugin) => Box::into_raw(Box::new(plugin)),
Err(_) => std::ptr::null_mut(),
}
}
#[no_mangle]
pub extern "C" fn tfk_expo_plugin_destroy(plugin: *mut ExpoPlugin) {
if !plugin.is_null() {
unsafe {
Box::from_raw(plugin);
}
}
}
#[no_mangle]
pub extern "C" fn tfk_expo_perform_inference(
plugin: *mut ExpoPlugin,
request_json: *const c_char,
) -> *const c_char {
if plugin.is_null() || request_json.is_null() {
return std::ptr::null();
}
let plugin = unsafe { &*plugin };
let request_str = unsafe { CStr::from_ptr(request_json).to_str().unwrap_or_default() };
let request: ExpoInferenceRequest = match serde_json::from_str(request_str) {
Ok(req) => req,
Err(_) => return std::ptr::null(),
};
match plugin.perform_inference(request) {
Ok(response) => {
let response_json = serde_json::to_string(&response).unwrap_or_default();
let c_string = CString::new(response_json).unwrap_or_default();
c_string.into_raw()
},
Err(_) => std::ptr::null(),
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_expo_config_default() {
let config = ExpoConfig::default();
assert_eq!(config.plugin_name, "trustformers-expo-plugin");
assert!(config.enable_ai);
assert!(config.optimize_models);
}
#[test]
fn test_development_config() {
let config = DevelopmentConfig::default();
assert!(config.enable_hot_reload);
assert!(config.enable_debug);
assert_eq!(config.dev_server_config.port, 8081);
}
#[test]
fn test_build_config() {
let config = BuildConfig::default();
assert_eq!(config.target_platform, TargetPlatform::Both);
assert!(config.eas_config.enable_eas_build);
}
#[test]
fn test_asset_config() {
let config = AssetConfig::default();
assert_eq!(config.bundling_strategy, AssetBundlingStrategy::Selective);
assert!(config.compression_config.enable_compression);
assert!(config.caching_config.enable_caching);
}
#[test]
fn test_performance_config() {
let config = PerformanceConfig::default();
assert!(config.enable_monitoring);
assert!(config.memory_config.enable_gc_optimizations);
}
#[test]
fn test_expo_context() {
let context = ExpoContext::default();
assert!(!context.expo_version.is_empty());
assert!(!context.rn_version.is_empty());
assert_eq!(context.build_type, "development");
}
#[test]
fn test_expo_value_types() {
let null_val = ExpoValue::Null;
let bool_val = ExpoValue::Boolean(true);
let num_val = ExpoValue::Number(42.0);
let str_val = ExpoValue::String("test".to_string());
assert!(matches!(null_val, ExpoValue::Null));
if let ExpoValue::Boolean(b) = bool_val {
assert!(b);
} else {
panic!("Expected ExpoValue::Boolean, got {:?}", bool_val);
}
if let ExpoValue::Number(n) = num_val {
assert_eq!(n, 42.0);
} else {
panic!("Expected ExpoValue::Number, got {:?}", num_val);
}
if let ExpoValue::String(s) = str_val {
assert_eq!(s, "test");
} else {
panic!("Expected ExpoValue::String, got {:?}", str_val);
}
}
#[test]
fn test_inference_module() {
let module = TrustformersInferenceModule::new();
assert_eq!(module.get_name(), "TrustformersInference");
assert_eq!(module.get_version(), "1.0.0");
let methods = module.get_supported_methods();
assert!(methods.contains(&"performInference".to_string()));
assert!(methods.contains(&"loadModel".to_string()));
}
#[test]
fn test_model_module() {
let module = TrustformersModelModule::new();
assert_eq!(module.get_name(), "TrustformersModel");
let methods = module.get_supported_methods();
assert!(methods.contains(&"listModels".to_string()));
assert!(methods.contains(&"getModelMetadata".to_string()));
}
#[test]
fn test_assets_module() {
let module = TrustformersAssetsModule::new();
assert_eq!(module.get_name(), "TrustformersAssets");
let methods = module.get_supported_methods();
assert!(methods.contains(&"getAssetInfo".to_string()));
assert!(methods.contains(&"clearCache".to_string()));
}
#[test]
fn test_compression_algorithm_variants() {
let gzip = CompressionAlgorithm::Gzip;
let brotli = CompressionAlgorithm::Brotli;
let deflate = CompressionAlgorithm::Deflate;
let lz4 = CompressionAlgorithm::Lz4;
assert_eq!(gzip, CompressionAlgorithm::Gzip);
assert_ne!(gzip, brotli);
assert_ne!(brotli, deflate);
assert_ne!(deflate, lz4);
}
#[test]
fn test_target_platform_variants() {
assert_eq!(TargetPlatform::iOS, TargetPlatform::iOS);
assert_eq!(TargetPlatform::Android, TargetPlatform::Android);
assert_eq!(TargetPlatform::Both, TargetPlatform::Both);
assert_ne!(TargetPlatform::iOS, TargetPlatform::Android);
}
}