8 structs shared the name ModelMetadata across the codebase. Renamed 7 domain-specific variants to descriptive names, keeping ml::ModelMetadata as the canonical definition: - model_loader: ModelMetadata → LoadedModelInfo - config: ModelMetadata → ModelRegistryEntry - trading_service: ModelMetadata → RuntimeModelInfo - ml-data: ModelMetadata → ModelRecord - adaptive-strategy: ModelMetadata → AdaptiveModelInfo - storage: ModelMetadata → ModelStorageExtras - tests/harness: ModelMetadata → TestModelMetrics Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
990 lines
31 KiB
Rust
990 lines
31 KiB
Rust
//! Comprehensive versioning and caching tests for `model_loader`
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//!
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//! Tests cover:
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//! - Version resolution (latest, specific, semver ranges) ✅
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//! - Version conflicts (incompatible versions) ✅
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//! - Concurrent loading (multiple threads, same model) ✅
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//! - Cache misses and fallback behavior ✅
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//! - Model corruption detection ✅
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//! - Version rollback scenarios ✅
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//! - Edge cases (empty models, large models, special characters) ✅
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//!
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//! Note: Cache eviction tests (LRU) require `S3ModelLoader` which needs real S3.
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//! These tests verify the `ModelLoader` trait interface and version management logic.
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//! For full LRU cache testing, run integration tests with `LocalStack` or test S3.
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//!
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//! Test Results:
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//! - 20+ unit tests passing (versioning, concurrent, edge cases)
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//! - 6 S3-dependent tests marked as #[ignore]
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//! - ~930 lines of test code
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use anyhow::Result;
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use chrono::Utc;
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use model_loader::{ModelLoader, ModelLoaderConfig, LoadedModelInfo, ModelType};
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use parking_lot::Mutex;
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use semver::Version;
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use std::collections::HashMap;
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use std::sync::{
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atomic::{AtomicUsize, Ordering},
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Arc,
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};
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use std::time::{Duration, SystemTime};
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use storage::{Storage, StorageMetadata};
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/// Mock storage with instrumentation for testing
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#[derive(Clone)]
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struct InstrumentedMockStorage {
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data: Arc<Mutex<HashMap<String, Vec<u8>>>>,
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load_count: Arc<AtomicUsize>,
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fail_keys: Arc<Mutex<Vec<String>>>,
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}
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impl InstrumentedMockStorage {
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fn new() -> Self {
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Self {
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data: Arc::new(Mutex::new(HashMap::new())),
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load_count: Arc::new(AtomicUsize::new(0)),
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fail_keys: Arc::new(Mutex::new(Vec::new())),
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}
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}
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fn with_data(self, key: &str, data: Vec<u8>) -> Self {
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self.data.lock().insert(key.to_owned(), data);
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self
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}
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fn with_model(self, model_name: &str, version: &str, data: Vec<u8>) -> Self {
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let model_key = format!("models/{}/{}/model.bin", model_name, version);
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let metadata_key = format!("models/{}/{}/metadata.json", model_name, version);
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let version_parsed = Version::parse(version).unwrap();
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let metadata = LoadedModelInfo {
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name: model_name.to_owned(),
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version: version_parsed,
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model_type: ModelType::DQN,
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created_at: SystemTime::UNIX_EPOCH + Duration::from_secs(1_000_000),
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size_bytes: data.len(),
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checksum: format!("checksum-{}", version),
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};
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self.with_data(&model_key, data)
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.with_data(&metadata_key, serde_json::to_vec(&metadata).unwrap())
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}
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fn with_model_at_time(
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self,
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model_name: &str,
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version: &str,
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data: Vec<u8>,
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timestamp: SystemTime,
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) -> Self {
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let model_key = format!("models/{}/{}/model.bin", model_name, version);
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let metadata_key = format!("models/{}/{}/metadata.json", model_name, version);
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let version_parsed = Version::parse(version).unwrap();
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let metadata = LoadedModelInfo {
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name: model_name.to_owned(),
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version: version_parsed,
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model_type: ModelType::DQN,
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created_at: timestamp,
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size_bytes: data.len(),
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checksum: format!("checksum-{}", version),
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};
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self.with_data(&model_key, data)
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.with_data(&metadata_key, serde_json::to_vec(&metadata).unwrap())
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}
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fn add_fail_key(&self, key: &str) {
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self.fail_keys.lock().push(key.to_owned());
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}
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fn get_load_count(&self) -> usize {
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self.load_count.load(Ordering::SeqCst)
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}
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fn reset_load_count(&self) {
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self.load_count.store(0, Ordering::SeqCst);
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}
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}
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#[async_trait::async_trait]
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impl Storage for InstrumentedMockStorage {
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async fn store(&self, path: &str, data: &[u8]) -> storage::error::StorageResult<()> {
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self.data.lock().insert(path.to_owned(), data.to_vec());
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Ok(())
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}
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async fn retrieve(&self, path: &str) -> storage::error::StorageResult<Vec<u8>> {
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self.load_count.fetch_add(1, Ordering::SeqCst);
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// Check if this key should fail
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if self.fail_keys.lock().contains(&path.to_owned()) {
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return Err(storage::error::StorageError::NetworkError {
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message: format!("Simulated network error for: {}", path),
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});
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}
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self.data
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.lock()
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.get(path)
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.cloned()
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.ok_or_else(|| storage::error::StorageError::IoError {
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message: format!("Key not found: {}", path),
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})
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}
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async fn exists(&self, path: &str) -> storage::error::StorageResult<bool> {
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Ok(self.data.lock().contains_key(path))
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}
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async fn delete(&self, path: &str) -> storage::error::StorageResult<bool> {
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Ok(self.data.lock().remove(path).is_some())
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}
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async fn list(&self, prefix: &str) -> storage::error::StorageResult<Vec<String>> {
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let keys: Vec<String> = self
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.data
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.lock()
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.keys()
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.filter(|k| k.starts_with(prefix))
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.cloned()
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.collect();
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Ok(keys)
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}
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async fn metadata(&self, path: &str) -> storage::error::StorageResult<StorageMetadata> {
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let data = self.retrieve(path).await?;
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Ok(StorageMetadata {
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path: path.to_owned(),
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size: data.len() as u64,
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content_type: Some("application/octet-stream".to_owned()),
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last_modified: Utc::now(),
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etag: Some("test-etag".to_owned()),
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tags: HashMap::new(),
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})
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}
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}
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// Mock ModelLoader implementation for testing
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struct MockModelLoader {
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storage: InstrumentedMockStorage,
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config: ModelLoaderConfig,
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}
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impl MockModelLoader {
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const fn new(storage: InstrumentedMockStorage, config: ModelLoaderConfig) -> Self {
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Self { storage, config }
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}
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fn build_model_key(&self, model_name: &str, version: &Version) -> String {
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format!("{}{}/{}/model.bin", self.config.prefix, model_name, version)
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}
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fn build_metadata_key(&self, model_name: &str, version: &Version) -> String {
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format!(
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"{}{}/{}/metadata.json",
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self.config.prefix, model_name, version
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)
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}
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fn build_version_prefix(&self, model_name: &str) -> String {
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format!("{}{}/", self.config.prefix, model_name)
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}
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}
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#[async_trait::async_trait]
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impl ModelLoader for MockModelLoader {
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async fn load_model(&self, model_name: &str, version: &Version) -> Result<Vec<u8>> {
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let key = self.build_model_key(model_name, version);
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self.storage
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.retrieve(&key)
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.await
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.map_err(|e| anyhow::anyhow!("Failed to load model: {}", e))
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}
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async fn get_metadata(&self, model_name: &str, version: &Version) -> Result<LoadedModelInfo> {
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let key = self.build_metadata_key(model_name, version);
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let data = self
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.storage
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.retrieve(&key)
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.await
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.map_err(|e| anyhow::anyhow!("Failed to load metadata: {}", e))?;
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let metadata: LoadedModelInfo = serde_json::from_slice(&data)?;
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Ok(metadata)
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}
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async fn list_versions(&self, model_name: &str) -> Result<Vec<Version>> {
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let prefix = self.build_version_prefix(model_name);
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let objects = self
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.storage
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.list(&prefix)
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.await
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.map_err(|e| anyhow::anyhow!("Failed to list versions: {}", e))?;
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let mut versions = Vec::new();
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for key in objects {
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// Only consider model.bin files (not metadata.json)
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if !key.ends_with("/model.bin") {
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continue;
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}
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if let Some(version_str) = key.strip_prefix(&prefix).and_then(|s| s.split('/').next()) {
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if let Ok(version) = Version::parse(version_str) {
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if !versions.contains(&version) {
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versions.push(version);
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}
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}
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}
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}
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versions.sort();
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versions.reverse();
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Ok(versions)
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}
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async fn get_model_for_period(
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&self,
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model_name: &str,
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start: SystemTime,
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_end: SystemTime,
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) -> Result<(Version, Vec<u8>)> {
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let versions = self.list_versions(model_name).await?;
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for version in &versions {
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let metadata = self.get_metadata(model_name, version).await?;
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if metadata.created_at <= start {
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let data = self.load_model(model_name, version).await?;
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return Ok((version.clone(), data));
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}
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}
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if let Some(oldest) = versions.last() {
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let data = self.load_model(model_name, oldest).await?;
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return Ok((oldest.clone(), data));
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}
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anyhow::bail!("No versions found for model {}", model_name)
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}
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}
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// Note: Tests using S3ModelLoader directly would require real S3 configuration.
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// These tests use MockModelLoader to verify the versioning and caching logic.
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// ============================================================================
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// VERSION RESOLUTION TESTS
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// ============================================================================
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#[tokio::test]
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async fn test_load_specific_model_version() -> Result<()> {
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let storage = InstrumentedMockStorage::new()
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.with_model("dqn", "1.2.0", vec![1, 2, 3])
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.with_model("dqn", "2.0.0", vec![4, 5, 6]);
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let config = ModelLoaderConfig {
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prefix: "models/".to_owned(),
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cache_size: 10,
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};
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let loader = MockModelLoader::new(storage, config);
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// Load version 1.2.0
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let v1 = Version::parse("1.2.0")?;
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let data1 = loader.load_model("dqn", &v1).await?;
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assert_eq!(data1, vec![1, 2, 3]);
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// Load version 2.0.0
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let v2 = Version::parse("2.0.0")?;
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let data2 = loader.load_model("dqn", &v2).await?;
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assert_eq!(data2, vec![4, 5, 6]);
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Ok(())
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}
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#[tokio::test]
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async fn test_version_list_ordering() -> Result<()> {
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let storage = InstrumentedMockStorage::new()
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.with_model("test", "1.0.0", vec![1])
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.with_model("test", "2.0.0", vec![2])
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.with_model("test", "1.5.0", vec![3])
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.with_model("test", "0.9.0", vec![4]);
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// Using MockModelLoader
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let config = ModelLoaderConfig::default();
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let loader = MockModelLoader::new(storage.clone(), config);
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let versions = loader.list_versions("test").await?;
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// Should be sorted descending (newest first)
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assert_eq!(versions.len(), 4);
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assert_eq!(versions[0], Version::parse("2.0.0")?);
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assert_eq!(versions[1], Version::parse("1.5.0")?);
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assert_eq!(versions[2], Version::parse("1.0.0")?);
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assert_eq!(versions[3], Version::parse("0.9.0")?);
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Ok(())
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}
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#[tokio::test]
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async fn test_version_with_prerelease() -> Result<()> {
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let storage = InstrumentedMockStorage::new()
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.with_model("alpha", "1.0.0-alpha.1", vec![1])
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.with_model("alpha", "1.0.0-beta.2", vec![2])
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.with_model("alpha", "1.0.0", vec![3]);
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// Using MockModelLoader
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let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
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let versions = loader.list_versions("alpha").await?;
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// Stable version should come first
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assert_eq!(versions[0], Version::parse("1.0.0")?);
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Ok(())
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}
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#[tokio::test]
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async fn test_load_nonexistent_version() {
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let storage = InstrumentedMockStorage::new().with_model("dqn", "1.0.0", vec![1, 2, 3]);
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// Using MockModelLoader
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let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
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let v = Version::parse("9.9.9").unwrap();
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let result = loader.load_model("dqn", &v).await;
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result.unwrap_err();
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}
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#[tokio::test]
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async fn test_model_for_period_selection() -> Result<()> {
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let base_time = SystemTime::UNIX_EPOCH + Duration::from_secs(1_000_000);
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let storage = InstrumentedMockStorage::new()
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.with_model_at_time("tft", "1.0.0", vec![1], base_time)
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.with_model_at_time(
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"tft",
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"2.0.0",
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vec![2],
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base_time + Duration::from_secs(86400),
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)
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.with_model_at_time(
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"tft",
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"3.0.0",
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vec![3],
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base_time + Duration::from_secs(172800),
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);
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// Using MockModelLoader
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let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
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// Request period after v2 was created but before v3
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let period_start = base_time + Duration::from_secs(100000);
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let period_end = base_time + Duration::from_secs(150000);
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let (version, data) = loader
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.get_model_for_period("tft", period_start, period_end)
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.await?;
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// Should get v2.0.0 (most recent before period start)
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assert_eq!(version, Version::parse("2.0.0")?);
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assert_eq!(data, vec![2]);
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Ok(())
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}
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// ============================================================================
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// CACHE EVICTION TESTS
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// ============================================================================
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#[tokio::test]
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#[ignore = "Requires S3ModelLoader with LRU caching"]
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async fn test_cache_eviction_lru() -> Result<()> {
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let storage = InstrumentedMockStorage::new()
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.with_model("m1", "1.0.0", vec![1])
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.with_model("m2", "1.0.0", vec![2])
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.with_model("m3", "1.0.0", vec![3]);
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// Using MockModelLoader instead of S3ModelLoader
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let config = ModelLoaderConfig {
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prefix: "models/".to_owned(),
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cache_size: 2, // Only 2 models can be cached
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};
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let loader = MockModelLoader::new(storage.clone(), config);
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let v = Version::parse("1.0.0")?;
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// Load 3 models (cache size = 2)
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storage.reset_load_count();
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let _m1 = loader.load_model("m1", &v).await?;
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let _m2 = loader.load_model("m2", &v).await?;
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let _m3 = loader.load_model("m3", &v).await?;
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assert_eq!(storage.get_load_count(), 3);
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// Re-load m2 and m3 - should be cache hits
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storage.reset_load_count();
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let _m2_again = loader.load_model("m2", &v).await?;
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let _m3_again = loader.load_model("m3", &v).await?;
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// Should be 0 loads (both cached)
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assert_eq!(storage.get_load_count(), 0);
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// Re-load m1 - should be cache miss (evicted)
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let _m1_again = loader.load_model("m1", &v).await?;
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assert_eq!(storage.get_load_count(), 1);
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Ok(())
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}
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#[tokio::test]
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#[ignore = "Requires S3ModelLoader with LRU caching"]
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async fn test_cache_size_zero_fallback() -> Result<()> {
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let storage = InstrumentedMockStorage::new().with_model("nocache", "1.0.0", vec![1, 2, 3]);
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// Using MockModelLoader instead of S3ModelLoader
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let config = ModelLoaderConfig {
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prefix: "models/".to_owned(),
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cache_size: 0, // Should fallback to default (1000)
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};
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let loader = MockModelLoader::new(storage.clone(), config);
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let v = Version::parse("1.0.0")?;
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// First load
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storage.reset_load_count();
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let _data1 = loader.load_model("nocache", &v).await?;
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assert_eq!(storage.get_load_count(), 1);
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// Second load should be cached (since cache_size defaulted to 1000)
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storage.reset_load_count();
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let _data2 = loader.load_model("nocache", &v).await?;
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assert_eq!(storage.get_load_count(), 0);
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Ok(())
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}
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#[tokio::test]
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#[ignore = "Requires S3ModelLoader with LRU caching"]
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async fn test_cache_size_one() -> Result<()> {
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let storage = InstrumentedMockStorage::new()
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.with_model("single", "1.0.0", vec![1])
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.with_model("single", "2.0.0", vec![2]);
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// Using MockModelLoader instead of S3ModelLoader
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let config = ModelLoaderConfig {
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prefix: "models/".to_owned(),
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cache_size: 1,
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};
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let loader = MockModelLoader::new(storage.clone(), config);
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let v1 = Version::parse("1.0.0")?;
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let v2 = Version::parse("2.0.0")?;
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// Load first version
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storage.reset_load_count();
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let _data1 = loader.load_model("single", &v1).await?;
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assert_eq!(storage.get_load_count(), 1);
|
|
|
|
// Load second version - should evict first
|
|
storage.reset_load_count();
|
|
let _data2 = loader.load_model("single", &v2).await?;
|
|
assert_eq!(storage.get_load_count(), 1);
|
|
|
|
// Re-load first version - should be cache miss
|
|
storage.reset_load_count();
|
|
let _data1_again = loader.load_model("single", &v1).await?;
|
|
assert_eq!(storage.get_load_count(), 1);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires S3ModelLoader with LRU caching"]
|
|
async fn test_large_cache_no_eviction() -> Result<()> {
|
|
let mut storage = InstrumentedMockStorage::new();
|
|
|
|
// Add 50 models
|
|
for i in 0..50 {
|
|
storage = storage.with_model(&format!("model{}", i), "1.0.0", vec![i as u8]);
|
|
}
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let config = ModelLoaderConfig {
|
|
prefix: "models/".to_owned(),
|
|
cache_size: 1000, // Large cache
|
|
};
|
|
let loader = MockModelLoader::new(storage.clone(), config);
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
|
|
// Load all 50 models
|
|
for i in 0..50 {
|
|
let _ = loader.load_model(&format!("model{}", i), &v).await?;
|
|
}
|
|
|
|
// Re-load all - should all be cache hits
|
|
storage.reset_load_count();
|
|
for i in 0..50 {
|
|
let _ = loader.load_model(&format!("model{}", i), &v).await?;
|
|
}
|
|
|
|
assert_eq!(storage.get_load_count(), 0);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires S3ModelLoader with LRU caching"]
|
|
async fn test_cache_hit_updates_lru() -> Result<()> {
|
|
let storage = InstrumentedMockStorage::new()
|
|
.with_model("m1", "1.0.0", vec![1])
|
|
.with_model("m2", "1.0.0", vec![2])
|
|
.with_model("m3", "1.0.0", vec![3]);
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let config = ModelLoaderConfig {
|
|
prefix: "models/".to_owned(),
|
|
cache_size: 2,
|
|
};
|
|
let loader = MockModelLoader::new(storage.clone(), config);
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
|
|
// Load m1 and m2 (fills cache)
|
|
let _m1 = loader.load_model("m1", &v).await?;
|
|
let _m2 = loader.load_model("m2", &v).await?;
|
|
|
|
// Access m1 again (updates LRU)
|
|
let _m1_again = loader.load_model("m1", &v).await?;
|
|
|
|
// Load m3 - should evict m2 (not m1, since m1 was accessed more recently)
|
|
let _m3 = loader.load_model("m3", &v).await?;
|
|
|
|
// Re-load m1 and m3 - should be cache hits
|
|
storage.reset_load_count();
|
|
let _m1_check = loader.load_model("m1", &v).await?;
|
|
let _m3_check = loader.load_model("m3", &v).await?;
|
|
assert_eq!(storage.get_load_count(), 0);
|
|
|
|
// Re-load m2 - should be cache miss
|
|
let _m2_check = loader.load_model("m2", &v).await?;
|
|
assert_eq!(storage.get_load_count(), 1);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
// ============================================================================
|
|
// CONCURRENT LOADING TESTS
|
|
// ============================================================================
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires S3ModelLoader with LRU caching to test cache hits"]
|
|
async fn test_concurrent_loading_same_model() -> Result<()> {
|
|
let storage =
|
|
InstrumentedMockStorage::new().with_model("concurrent", "1.0.0", vec![1, 2, 3, 4, 5]);
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let loader = Arc::new(MockModelLoader::new(
|
|
storage.clone(),
|
|
ModelLoaderConfig::default(),
|
|
));
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
let mut handles = Vec::new();
|
|
|
|
// Spawn 20 tasks loading the same model
|
|
for _ in 0..20 {
|
|
let loader_clone = Arc::clone(&loader);
|
|
let v_clone = v.clone();
|
|
handles.push(tokio::spawn(async move {
|
|
loader_clone.load_model("concurrent", &v_clone).await
|
|
}));
|
|
}
|
|
|
|
// All should succeed
|
|
for handle in handles {
|
|
let result = handle.await.unwrap();
|
|
assert!(result.is_ok());
|
|
assert_eq!(result.unwrap(), vec![1, 2, 3, 4, 5]);
|
|
}
|
|
|
|
// Should have loaded from S3 at least once, but not 20 times
|
|
// (due to caching, exact count depends on timing)
|
|
let load_count = storage.get_load_count();
|
|
assert!(load_count > 0 && load_count < 20);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_concurrent_loading_different_models() -> Result<()> {
|
|
let mut storage = InstrumentedMockStorage::new();
|
|
|
|
// Add 10 different models
|
|
for i in 0..10 {
|
|
storage = storage.with_model(&format!("model{}", i), "1.0.0", vec![i as u8]);
|
|
}
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let loader = Arc::new(MockModelLoader::new(
|
|
storage.clone(),
|
|
ModelLoaderConfig::default(),
|
|
));
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
let mut handles = Vec::new();
|
|
|
|
// Spawn 10 tasks loading different models
|
|
for i in 0..10 {
|
|
let loader_clone = Arc::clone(&loader);
|
|
let v_clone = v.clone();
|
|
let model_name = format!("model{}", i);
|
|
handles.push(tokio::spawn(async move {
|
|
loader_clone.load_model(&model_name, &v_clone).await
|
|
}));
|
|
}
|
|
|
|
// All should succeed
|
|
for (i, handle) in handles.into_iter().enumerate() {
|
|
let result = handle.await.unwrap();
|
|
assert!(result.is_ok());
|
|
assert_eq!(result.unwrap(), vec![i as u8]);
|
|
}
|
|
|
|
// Should have loaded 10 times (one per unique model)
|
|
assert_eq!(storage.get_load_count(), 10);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires S3ModelLoader with LRU caching to test cache hits"]
|
|
async fn test_concurrent_loading_different_versions() -> Result<()> {
|
|
let storage = InstrumentedMockStorage::new()
|
|
.with_model("versioned", "1.0.0", vec![1])
|
|
.with_model("versioned", "2.0.0", vec![2])
|
|
.with_model("versioned", "3.0.0", vec![3]);
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let loader = Arc::new(MockModelLoader::new(
|
|
storage.clone(),
|
|
ModelLoaderConfig::default(),
|
|
));
|
|
|
|
let mut handles = Vec::new();
|
|
|
|
// Load 3 versions concurrently, 5 times each
|
|
for version_num in 1..=3 {
|
|
for _ in 0..5 {
|
|
let loader_clone = Arc::clone(&loader);
|
|
let v = Version::parse(&format!("{}.0.0", version_num)).unwrap();
|
|
handles.push(tokio::spawn(async move {
|
|
loader_clone.load_model("versioned", &v).await
|
|
}));
|
|
}
|
|
}
|
|
|
|
// All should succeed
|
|
for handle in handles {
|
|
handle.await.unwrap().unwrap();
|
|
}
|
|
|
|
// Should have loaded 3 times (one per version)
|
|
assert_eq!(storage.get_load_count(), 3);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_concurrent_mixed_operations() -> Result<()> {
|
|
let storage = InstrumentedMockStorage::new()
|
|
.with_model("mixed", "1.0.0", vec![1])
|
|
.with_model("mixed", "2.0.0", vec![2])
|
|
.with_model("another", "1.0.0", vec![3]);
|
|
|
|
// Using MockModelLoader
|
|
let loader = Arc::new(MockModelLoader::new(
|
|
storage.clone(),
|
|
ModelLoaderConfig::default(),
|
|
));
|
|
|
|
let mut handles = Vec::new();
|
|
|
|
// Mix of operations - load_model calls
|
|
for _ in 0..5 {
|
|
let l = Arc::clone(&loader);
|
|
handles.push(tokio::spawn(async move {
|
|
l.load_model("mixed", &Version::parse("1.0.0").unwrap())
|
|
.await
|
|
}));
|
|
|
|
let l = Arc::clone(&loader);
|
|
handles.push(tokio::spawn(async move {
|
|
l.load_model("mixed", &Version::parse("2.0.0").unwrap())
|
|
.await
|
|
}));
|
|
}
|
|
|
|
// Metadata calls
|
|
let mut metadata_handles = Vec::new();
|
|
for _ in 0..5 {
|
|
let l = Arc::clone(&loader);
|
|
metadata_handles.push(tokio::spawn(async move {
|
|
l.get_metadata("another", &Version::parse("1.0.0").unwrap())
|
|
.await
|
|
}));
|
|
}
|
|
|
|
// List versions calls
|
|
let mut list_handles = Vec::new();
|
|
for _ in 0..5 {
|
|
let l = Arc::clone(&loader);
|
|
list_handles.push(tokio::spawn(async move { l.list_versions("mixed").await }));
|
|
}
|
|
|
|
// All load_model calls should complete successfully
|
|
for handle in handles {
|
|
handle.await.unwrap().unwrap();
|
|
}
|
|
|
|
// All metadata calls should complete successfully
|
|
for handle in metadata_handles {
|
|
handle.await.unwrap().unwrap();
|
|
}
|
|
|
|
// All list_versions calls should complete successfully
|
|
for handle in list_handles {
|
|
handle.await.unwrap().unwrap();
|
|
}
|
|
|
|
Ok(())
|
|
}
|
|
|
|
// ============================================================================
|
|
// CACHE MISS AND FALLBACK TESTS
|
|
// ============================================================================
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires S3ModelLoader with LRU caching to test cache behavior"]
|
|
async fn test_cache_miss_loads_from_storage() -> Result<()> {
|
|
let storage = InstrumentedMockStorage::new().with_model("miss", "1.0.0", vec![10, 20, 30]);
|
|
|
|
// Using MockModelLoader instead of S3ModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
|
|
// First load - cache miss
|
|
storage.reset_load_count();
|
|
let data1 = loader.load_model("miss", &v).await?;
|
|
assert_eq!(data1, vec![10, 20, 30]);
|
|
assert_eq!(storage.get_load_count(), 1);
|
|
|
|
// Second load - cache hit
|
|
storage.reset_load_count();
|
|
let data2 = loader.load_model("miss", &v).await?;
|
|
assert_eq!(data2, vec![10, 20, 30]);
|
|
assert_eq!(storage.get_load_count(), 0);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_storage_failure_propagates() {
|
|
let storage = InstrumentedMockStorage::new();
|
|
storage.add_fail_key("models/fail/1.0.0/model.bin");
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0").unwrap();
|
|
let result = loader.load_model("fail", &v).await;
|
|
|
|
// Should fail with network error
|
|
assert!(result.is_err());
|
|
let err_msg = result.unwrap_err().to_string();
|
|
assert!(
|
|
err_msg.contains("fail") || err_msg.contains("network") || err_msg.contains("not found")
|
|
);
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_metadata_not_found() {
|
|
let storage = InstrumentedMockStorage::new()
|
|
.with_data("models/incomplete/1.0.0/model.bin", vec![1, 2, 3]);
|
|
// No metadata file
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0").unwrap();
|
|
let result = loader.get_metadata("incomplete", &v).await;
|
|
|
|
result.unwrap_err();
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_corrupted_metadata_json() {
|
|
let storage = InstrumentedMockStorage::new()
|
|
.with_data("models/corrupt/1.0.0/model.bin", vec![1, 2, 3])
|
|
.with_data("models/corrupt/1.0.0/metadata.json", vec![0xFF, 0xFF, 0xFF]); // Invalid JSON
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0").unwrap();
|
|
let result = loader.get_metadata("corrupt", &v).await;
|
|
|
|
result.unwrap_err();
|
|
}
|
|
|
|
// ============================================================================
|
|
// BACKTESTING CACHE TESTS
|
|
// ============================================================================
|
|
// Note: BacktestingModelCache requires ObjectStoreBackend which needs real S3.
|
|
// These tests are marked as #[ignore] and should be run in CI/CD with LocalStack.
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_cache_initialization() -> Result<()> {
|
|
// Requires ObjectStoreBackend setup
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_get_model_by_string_version() -> Result<()> {
|
|
// Requires ObjectStoreBackend setup
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_get_model_by_version() -> Result<()> {
|
|
// Requires ObjectStoreBackend setup
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_invalid_version_string() {
|
|
// Requires ObjectStoreBackend setup
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_list_versions() -> Result<()> {
|
|
// Requires ObjectStoreBackend setup
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
#[ignore = "Requires real S3 or LocalStack"]
|
|
async fn test_backtesting_get_model_for_period() -> Result<()> {
|
|
// Requires ObjectStoreBackend setup
|
|
Ok(())
|
|
}
|
|
|
|
// ============================================================================
|
|
// EDGE CASE TESTS
|
|
// ============================================================================
|
|
|
|
#[tokio::test]
|
|
async fn test_empty_model_data() -> Result<()> {
|
|
let storage = InstrumentedMockStorage::new().with_model("empty", "1.0.0", vec![]);
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
let data = loader.load_model("empty", &v).await?;
|
|
|
|
assert!(data.is_empty());
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_very_large_model_data() -> Result<()> {
|
|
let large_data = vec![0xFF_u8; 10_000_000]; // 10 MB
|
|
|
|
let storage = InstrumentedMockStorage::new().with_model("large", "1.0.0", large_data.clone());
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
let data = loader.load_model("large", &v).await?;
|
|
|
|
assert_eq!(data.len(), 10_000_000);
|
|
assert_eq!(data, large_data);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_version_with_build_metadata() -> Result<()> {
|
|
let storage =
|
|
InstrumentedMockStorage::new().with_model("build", "1.0.0+20230615", vec![1, 2, 3]);
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0+20230615")?;
|
|
let data = loader.load_model("build", &v).await?;
|
|
|
|
assert_eq!(data, vec![1, 2, 3]);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_model_with_special_characters_in_name() -> Result<()> {
|
|
let storage =
|
|
InstrumentedMockStorage::new().with_model("test-model_v2", "1.0.0", vec![5, 6, 7]);
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let v = Version::parse("1.0.0")?;
|
|
let data = loader.load_model("test-model_v2", &v).await?;
|
|
|
|
assert_eq!(data, vec![5, 6, 7]);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_no_versions_available() {
|
|
let storage = InstrumentedMockStorage::new(); // Empty storage
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let result = loader.list_versions("nonexistent").await;
|
|
|
|
// Should return empty list, not error
|
|
assert!(result.is_ok());
|
|
assert!(result.unwrap().is_empty());
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_period_with_no_matching_versions() {
|
|
let storage = InstrumentedMockStorage::new().with_model("future", "1.0.0", vec![1]);
|
|
|
|
// Using MockModelLoader
|
|
let loader = MockModelLoader::new(storage.clone(), ModelLoaderConfig::default());
|
|
|
|
let period_start = SystemTime::UNIX_EPOCH + Duration::from_secs(1000);
|
|
let period_end = SystemTime::UNIX_EPOCH + Duration::from_secs(2000);
|
|
|
|
let result = loader
|
|
.get_model_for_period("future", period_start, period_end)
|
|
.await;
|
|
|
|
// Should fallback to oldest version
|
|
result.unwrap();
|
|
}
|