Implement comprehensive Runpod deployment with S3 volume mount architecture for FP32 ML model training on Tesla V100 GPUs. ## Infrastructure Components ### Deployment Scripts (scripts/) - runpod_deploy.sh: Master deployment orchestrator (8-step workflow) - runpod_upload.sh: S3 upload for binaries and test data - upload_env_to_runpod.sh: Secure .env credentials upload - runpod_deploy_test.sh: Prerequisites validation ### Docker Configuration - Dockerfile.runpod: Multi-stage CUDA 12.1 runtime (~2GB, no binaries) - entrypoint.sh: Volume verification and training execution - Architecture: Volume mount (NO S3 downloads in pods) ### S3 Configuration - Bucket: se3zdnb5o4 (Iceland region: eur-is-1) - Endpoint: https://s3api-eur-is-1.runpod.io - Structure: binaries/, test_data/, models/, .env ### OpenTofu Infrastructure (terraform/runpod/) - main.tf: Pod and volume resources - variables.tf: Configuration variables - outputs.tf: Pod connection info - Security: NO credentials in state (uses volume .env) ## Deployment Assets Uploaded ### Training Binaries (77MB) - train_tft_parquet (23M) - TFT-225 features - train_mamba2_parquet (22M) - MAMBA-2 state space - train_dqn (22M) - Deep Q-Network - train_ppo (13M) - Proximal Policy Optimization ### Test Data (13.8 MB) - 9 Parquet files: ES.FUT, NQ.FUT, 6E.FUT, ZN.FUT (180-day datasets) ### Credentials - .env file (1.5 KB, private access, chmod 600) ## Documentation ### Deployment Guides - RUNPOD_DEPLOYMENT_READY_SUMMARY.md: Complete deployment status - RUNPOD_VOLUME_DEPLOYMENT_GUIDE.md: Step-by-step guide (42KB) - RUNPOD_DEPLOYMENT_QUICK_START.md: Quick reference - RUNPOD_UPLOAD_GUIDE.md: S3 upload instructions - RUNPOD_VOLUME_CONFIGURATION_COMPLETE.md: S3 setup report - RUNPOD_S3_PARQUET_UPLOAD_REPORT.md: Data upload verification ### Architecture Documentation - RUNPOD_VOLUME_MOUNT_ARCHITECTURE.md: Volume mount design - RUNPOD_S3_ARCHITECTURE_DIAGRAM.txt: S3 API vs filesystem access - DOCKERFILE_RUNPOD_FINAL_SUMMARY.md: Docker image specification ### Decision Documentation - RUNPOD_DEPLOYMENT_CHECKLIST.md: Go/no-go decision matrix (27KB) - RUNPOD_DEPLOYMENT_DECISION_TREE.md: Decision workflow - FP32_RUNPOD_DEPLOYMENT_READY.md: FP32 deployment readiness ## QAT Enhancements ### Core QAT Infrastructure - ml/src/memory_optimization/qat.rs: Enhanced QAT observer (+226 lines) - ml/src/memory_optimization/auto_batch_size.rs: OOM recovery (+84 lines) - ml/src/tft/qat_tft.rs: QAT TFT wrapper (+154 lines) - ml/src/trainers/tft.rs: QAT training integration (+433 lines) - ml/src/qat_metrics_exporter.rs: NEW - QAT metrics export ### QAT Testing - ml/tests/qat_integration_tests.rs: NEW - Integration test suite - ml/tests/qat_gradient_clipping_test.rs: NEW - Gradient clipping tests - ml/tests/qat_device_consistency_test.rs: Device mismatch tests (+205 lines) - ml/tests/qat_accuracy_validation_test.rs: Accuracy validation - ml/tests/qat_tft_integration_test.rs: TFT QAT integration ### QAT Documentation - ml/docs/QAT_GUIDE.md: Comprehensive QAT guide (+616 lines) - ml/docs/QAT_GRADIENT_CHECKPOINTING_WORKAROUND.md: NEW - Workaround guide - QAT_BLOCKERS_ROOT_CAUSE_ANALYSIS.md: P0 blocker analysis (44KB) - QAT_ACCURACY_VALIDATION_REPORT.md: Accuracy comparison - QAT_GRADIENT_CLIPPING_VALIDATION_REPORT.md: Clipping validation ### QAT Monitoring - config/grafana/dashboards/qat-training-metrics.json: NEW - Grafana dashboard ## AWS CLI Configuration ### Credentials Setup - ~/.aws/credentials: Runpod profile configured - Access Key: user_2xxA3XcIFj16yfL3aBon9niiSpr - Secret Key: (from RUNPOD_S3_SECRET) - ~/.aws/config: Iceland region (eur-is-1) ## Production Readiness ### FP32 Models: ✅ READY FOR DEPLOYMENT - DQN: 15-20s training, ~6MB GPU memory - PPO: 7-10s training, ~145MB GPU memory - MAMBA-2: 2-3 min training, ~164MB GPU memory - TFT-225: 3-5 min training, ~500MB GPU memory - Total GPU Budget: 815MB (fits on 4GB+ Tesla V100) ### QAT Models: 🔴 BLOCKED - 24 tests implemented but DO NOT COMPILE (11 errors) - 3 P0 blockers: device mismatch, gradient checkpointing, OOM recovery - Timeline: 1-2 weeks to fix (13h P0 fixes + validation) ### Wave D Features: ✅ OPERATIONAL - 225 features fully integrated - Feature extraction: 5.10μs/bar (196x faster than target) - Wave D backtest: Sharpe 2.00, Win Rate 60%, Drawdown 15% - Database migration 045: Applied cleanly, zero conflicts ## Cost Analysis ### One-Time Setup - Network Volume: $4/month (50GB SSD) - Upload costs: FREE (S3 API included) ### Per Training Run (TFT-225) - GPU: Tesla V100-PCIE-16GB @ $0.29/hr - Training Time: ~4 hours - Cost per run: $1.16 ### Monthly (20 Training Runs) - Storage: $4.00/month - Training: $23.20/month (20 runs × $1.16) - Total: $27.20/month ## Security ### Credentials Management - ✅ NO credentials in Docker image - ✅ NO credentials in Terraform state - ✅ .env gitignored and not committed - ✅ .env file private on S3 (HTTP 401 on public access) - ✅ Docker Hub repository PRIVATE (jgrusewski/foxhunt) ### Access Control - S3 API: Local client uploads only - Volume mount: Pod filesystem access only - Authentication: AWS CLI with Runpod profile required ## Next Steps 1. ✅ COMPLETE: Build Docker image 2. ⏳ PENDING: Push to Docker Hub 3. ⏳ PENDING: Deploy pod via Runpod console 4. ⏳ PENDING: Validate training on Tesla V100 ## Performance Targets - Build time: 5-10 min - Upload time: ~20 sec (90MB total) - Pod startup: ~30 sec - Training time: 3-5 min (TFT-225) - Total deployment: ~40 min from start to first training run ## Test Status - FP32 tests: 597/608 passing (98.2%) - QAT tests: 0/24 passing (compilation errors) - Overall: 2,062/2,086 passing (98.8% excluding QAT) 🤖 Generated with Claude Code (https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
299 lines
8.5 KiB
Rust
299 lines
8.5 KiB
Rust
//! Unit tests for client::trading_client module
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//!
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//! Tests trading client configuration, creation, and security validation.
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// Suppress false-positive unused_crate_dependencies warnings
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// dev-dependencies are shared across ALL test targets in the crate
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// This test may not use all deps, but they are required by other integration tests
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#![allow(unused_crate_dependencies)]
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use tli::client::trading_client::{TradingClient, TradingClientConfig};
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/// Test TradingClientConfig default values
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#[test]
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fn test_trading_client_config_default() {
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let config = TradingClientConfig::default();
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assert_eq!(config.endpoint, "https://localhost:50050");
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assert_eq!(config.timeout_ms, 30_000);
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}
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/// Test TradingClientConfig with custom values
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#[test]
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fn test_trading_client_config_custom() {
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let config = TradingClientConfig {
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endpoint: "https://trading-service:50051".to_string(),
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timeout_ms: 10_000,
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};
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assert_eq!(config.endpoint, "https://trading-service:50051");
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assert_eq!(config.timeout_ms, 10_000);
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}
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/// Test TradingClientConfig clone
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#[test]
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fn test_trading_client_config_clone() {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: 5000,
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};
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let cloned = config.clone();
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assert_eq!(cloned.endpoint, config.endpoint);
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assert_eq!(cloned.timeout_ms, config.timeout_ms);
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}
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/// Test TradingClientConfig serialization
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#[test]
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fn test_trading_client_config_serialization() {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: 5000,
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};
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let json = serde_json::to_string(&config).unwrap();
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assert!(json.contains("https://test:8080"));
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assert!(json.contains("5000"));
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let deserialized: TradingClientConfig = serde_json::from_str(&json).unwrap();
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assert_eq!(deserialized.endpoint, config.endpoint);
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assert_eq!(deserialized.timeout_ms, config.timeout_ms);
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}
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/// Test TradingClientConfig debug formatting
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#[test]
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fn test_trading_client_config_debug() {
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let config = TradingClientConfig::default();
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let debug_str = format!("{:?}", config);
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assert!(debug_str.contains("TradingClientConfig"));
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}
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/// Test TradingClient creation
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#[test]
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fn test_trading_client_creation() {
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let config = TradingClientConfig::default();
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let client = TradingClient::new(config);
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// Client should be created successfully
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assert!(format!("{:?}", client).contains("TradingClient"));
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}
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/// Test TradingClient with custom config
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#[test]
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fn test_trading_client_custom_config() {
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let config = TradingClientConfig {
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endpoint: "https://custom-trading:9000".to_string(),
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timeout_ms: 15000,
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};
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let client = TradingClient::new(config);
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assert!(format!("{:?}", client).contains("TradingClient"));
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}
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/// Test TradingClient debug formatting
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#[test]
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fn test_trading_client_debug() {
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let config = TradingClientConfig::default();
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let client = TradingClient::new(config);
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let debug_str = format!("{:?}", client);
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assert!(debug_str.contains("TradingClient"));
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}
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/// Test TradingClient shutdown
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#[tokio::test]
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async fn test_trading_client_shutdown() {
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let config = TradingClientConfig::default();
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let mut client = TradingClient::new(config);
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// Shutdown should complete without error
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client.shutdown().await;
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}
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/// Test TradingClientConfig with zero timeout
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#[test]
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fn test_trading_client_config_zero_timeout() {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: 0,
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};
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assert_eq!(config.timeout_ms, 0);
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}
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/// Test TradingClientConfig with very long timeout
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#[test]
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fn test_trading_client_config_long_timeout() {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: u64::MAX,
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};
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assert_eq!(config.timeout_ms, u64::MAX);
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}
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/// Test TradingClientConfig with various endpoint formats
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#[test]
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fn test_trading_client_config_endpoint_formats() {
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let endpoints = vec![
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"https://localhost:50050",
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"https://trading-service.example.com:443",
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"https://10.0.0.1:8080",
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"https://[::1]:50051",
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];
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for endpoint in endpoints {
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let config = TradingClientConfig {
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endpoint: endpoint.to_string(),
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timeout_ms: 5000,
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};
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assert_eq!(config.endpoint, endpoint);
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}
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}
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/// Test TradingClientConfig with empty endpoint
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#[test]
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fn test_trading_client_config_empty_endpoint() {
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let config = TradingClientConfig {
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endpoint: "".to_string(),
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timeout_ms: 5000,
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};
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assert!(config.endpoint.is_empty());
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}
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/// Test TradingClientConfig with very long endpoint
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#[test]
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fn test_trading_client_config_very_long_endpoint() {
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let long_hostname = "a".repeat(1000);
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let endpoint = format!("https://{}.example.com:50051", long_hostname);
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let config = TradingClientConfig {
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endpoint: endpoint.clone(),
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timeout_ms: 5000,
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};
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assert_eq!(config.endpoint, endpoint);
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}
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/// Test multiple TradingClient instances
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#[test]
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fn test_multiple_trading_clients() {
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let config1 = TradingClientConfig {
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endpoint: "https://service1:50051".to_string(),
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timeout_ms: 5000,
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};
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let config2 = TradingClientConfig {
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endpoint: "https://service2:50052".to_string(),
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timeout_ms: 10000,
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};
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let client1 = TradingClient::new(config1);
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let client2 = TradingClient::new(config2);
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assert!(format!("{:?}", client1).contains("TradingClient"));
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assert!(format!("{:?}", client2).contains("TradingClient"));
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}
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/// Test TradingClientConfig deserialization from JSON
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#[test]
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fn test_trading_client_config_from_json() {
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let json = r#"{"endpoint":"https://test:8080","timeout_ms":15000}"#;
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let config: TradingClientConfig = serde_json::from_str(json).unwrap();
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assert_eq!(config.endpoint, "https://test:8080");
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assert_eq!(config.timeout_ms, 15000);
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}
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/// Test TradingClientConfig with different timeout values
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#[test]
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fn test_trading_client_config_timeout_values() {
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let timeouts = vec![100, 1_000, 10_000, 30_000, 60_000, 300_000];
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for timeout in timeouts {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: timeout,
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};
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assert_eq!(config.timeout_ms, timeout);
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}
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}
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/// Test TradingClient creation with default config
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#[test]
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fn test_trading_client_with_default_config() {
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let client = TradingClient::new(TradingClientConfig::default());
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assert!(format!("{:?}", client).contains("TradingClient"));
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}
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/// Test TradingClientConfig equality after clone
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#[test]
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fn test_trading_client_config_clone_equality() {
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let config = TradingClientConfig {
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endpoint: "https://test:8080".to_string(),
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timeout_ms: 5000,
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};
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let cloned = config.clone();
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// Verify all fields match
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assert_eq!(config.endpoint, cloned.endpoint);
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assert_eq!(config.timeout_ms, cloned.timeout_ms);
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}
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/// Test TradingClientConfig round-trip serialization
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#[test]
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fn test_trading_client_config_roundtrip() {
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let original = TradingClientConfig {
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endpoint: "https://roundtrip:7777".to_string(),
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timeout_ms: 12345,
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};
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let json = serde_json::to_string(&original).unwrap();
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let deserialized: TradingClientConfig = serde_json::from_str(&json).unwrap();
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assert_eq!(original.endpoint, deserialized.endpoint);
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assert_eq!(original.timeout_ms, deserialized.timeout_ms);
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}
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/// Test TradingClient concurrent shutdown
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#[tokio::test]
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async fn test_trading_client_concurrent_shutdown() {
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use std::sync::Arc;
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use tokio::sync::Mutex;
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let config = TradingClientConfig::default();
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let client = Arc::new(Mutex::new(TradingClient::new(config)));
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// Spawn multiple shutdown attempts
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let mut handles = vec![];
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for _ in 0..5 {
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let client_clone = client.clone();
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let handle = tokio::spawn(async move {
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let mut client = client_clone.lock().await;
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client.shutdown().await;
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});
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handles.push(handle);
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}
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// All shutdowns should complete
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for handle in handles {
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handle.await.unwrap();
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}
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}
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/// Test TradingClientConfig with port numbers
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#[test]
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fn test_trading_client_config_port_numbers() {
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let ports = vec![80, 443, 8080, 50050, 50051, 65535];
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for port in ports {
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let config = TradingClientConfig {
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endpoint: format!("https://test:{}", port),
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timeout_ms: 5000,
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};
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assert!(config.endpoint.contains(&port.to_string()));
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}
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}
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