Files
foxhunt/tli/tests/error_tests.rs
jgrusewski 83629f9ca8 feat(deployment): Complete Runpod GPU deployment infrastructure
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>
2025-10-24 01:11:43 +02:00

359 lines
9.9 KiB
Rust

//! Unit tests for error module
//!
//! Tests all TliError variants and error handling functionality.
// Suppress false-positive unused_crate_dependencies warnings
// dev-dependencies are shared across ALL test targets in the crate
// This test may not use all deps, but they are required by other integration tests
#![allow(unused_crate_dependencies)]
use std::io;
use tli::error::{TliError, TliResult};
/// Test TliError::Connection variant
#[test]
fn test_tli_error_connection() {
let error = TliError::Connection("connection failed".to_string());
assert!(matches!(error, TliError::Connection(_)));
assert_eq!(error.to_string(), "Connection error: connection failed");
}
/// Test TliError::Config variant
#[test]
fn test_tli_error_config() {
let error = TliError::Config("invalid config".to_string());
assert!(matches!(error, TliError::Config(_)));
assert_eq!(error.to_string(), "Configuration error: invalid config");
}
/// Test TliError::Dashboard variant
#[test]
fn test_tli_error_dashboard() {
let error = TliError::Dashboard("render failed".to_string());
assert!(matches!(error, TliError::Dashboard(_)));
assert_eq!(error.to_string(), "Dashboard error: render failed");
}
/// Test TliError::Io variant from std::io::Error
#[test]
fn test_tli_error_io() {
let io_error = io::Error::new(io::ErrorKind::NotFound, "file not found");
let error = TliError::from(io_error);
assert!(matches!(error, TliError::Io(_)));
assert!(error.to_string().contains("file not found"));
}
/// Test TliError::Grpc variant from tonic::Status
#[test]
fn test_tli_error_grpc() {
let status = tonic::Status::unavailable("service unavailable");
let error = TliError::from(status);
assert!(matches!(error, TliError::Grpc(_)));
assert!(error.to_string().contains("service unavailable"));
}
/// Test TliError::InvalidRequest variant
#[test]
fn test_tli_error_invalid_request() {
let error = TliError::InvalidRequest("negative quantity".to_string());
assert!(matches!(error, TliError::InvalidRequest(_)));
assert_eq!(error.to_string(), "Invalid request: negative quantity");
}
/// Test TliError::NotFound variant
#[test]
fn test_tli_error_not_found() {
let error = TliError::NotFound("order not found".to_string());
assert!(matches!(error, TliError::NotFound(_)));
assert_eq!(error.to_string(), "Not found: order not found");
}
/// Test TliError::BufferFull variant
#[test]
fn test_tli_error_buffer_full() {
let error = TliError::BufferFull("event buffer full".to_string());
assert!(matches!(error, TliError::BufferFull(_)));
assert_eq!(error.to_string(), "Buffer full: event buffer full");
}
/// Test TliError::InvalidSymbol variant
#[test]
fn test_tli_error_invalid_symbol() {
let error = TliError::InvalidSymbol("INVALID@123".to_string());
assert!(matches!(error, TliError::InvalidSymbol(_)));
assert_eq!(error.to_string(), "Invalid symbol: INVALID@123");
}
/// Test TliError::Other variant
#[test]
fn test_tli_error_other() {
let error = TliError::Other("unexpected error".to_string());
assert!(matches!(error, TliError::Other(_)));
assert_eq!(error.to_string(), "Other error: unexpected error");
}
/// Test TliError debug formatting
#[test]
fn test_tli_error_debug() {
let error = TliError::Connection("test".to_string());
let debug_str = format!("{:?}", error);
assert!(debug_str.contains("Connection"));
assert!(debug_str.contains("test"));
}
/// Test TliResult with Ok value
#[test]
fn test_tli_result_ok() {
let result: TliResult<i32> = Ok(42);
assert!(result.is_ok());
assert_eq!(result.unwrap(), 42);
}
/// Test TliResult with Err value
#[test]
fn test_tli_result_err() {
let result: TliResult<i32> = Err(TliError::Connection("failed".to_string()));
assert!(result.is_err());
let error = result.unwrap_err();
assert!(matches!(error, TliError::Connection(_)));
}
/// Test error message formatting
#[test]
fn test_error_message_formatting() {
let errors = vec![
(
TliError::Connection("timeout".to_string()),
"Connection error: timeout",
),
(
TliError::Config("missing field".to_string()),
"Configuration error: missing field",
),
(
TliError::InvalidRequest("invalid data".to_string()),
"Invalid request: invalid data",
),
(
TliError::NotFound("resource".to_string()),
"Not found: resource",
),
];
for (error, expected) in errors {
assert_eq!(error.to_string(), expected);
}
}
/// Test error with empty message
#[test]
fn test_error_with_empty_message() {
let error = TliError::Connection("".to_string());
assert_eq!(error.to_string(), "Connection error: ");
}
/// Test error with very long message
#[test]
fn test_error_with_long_message() {
let long_message = "a".repeat(10000);
let error = TliError::Other(long_message.clone());
assert!(error.to_string().contains(&long_message));
}
/// Test error with special characters
#[test]
fn test_error_with_special_characters() {
let message = "Error: timeout (500ms) at server://host:8080";
let error = TliError::Connection(message.to_string());
assert!(error.to_string().contains(message));
}
/// Test error from different io::ErrorKind
#[test]
fn test_error_from_different_io_kinds() {
let kinds = vec![
io::ErrorKind::NotFound,
io::ErrorKind::PermissionDenied,
io::ErrorKind::ConnectionRefused,
io::ErrorKind::TimedOut,
];
for kind in kinds {
let io_error = io::Error::new(kind, "test error");
let tli_error = TliError::from(io_error);
assert!(matches!(tli_error, TliError::Io(_)));
}
}
/// Test error from different tonic::Status codes
#[test]
fn test_error_from_different_grpc_codes() {
let statuses = vec![
tonic::Status::unavailable("service down"),
tonic::Status::deadline_exceeded("timeout"),
tonic::Status::unauthenticated("no auth"),
tonic::Status::permission_denied("forbidden"),
tonic::Status::not_found("not found"),
];
for status in statuses {
let tli_error = TliError::from(status);
assert!(matches!(tli_error, TliError::Grpc(_)));
}
}
/// Test error propagation in functions
#[test]
fn test_error_propagation() {
fn operation_that_fails() -> TliResult<()> {
Err(TliError::Connection("failed".to_string()))
}
fn caller() -> TliResult<()> {
operation_that_fails()?;
Ok(())
}
let result = caller();
assert!(result.is_err());
}
/// Test error pattern matching
#[test]
fn test_error_pattern_matching() {
let errors = vec![
TliError::Connection("test".to_string()),
TliError::Config("test".to_string()),
TliError::InvalidRequest("test".to_string()),
TliError::NotFound("test".to_string()),
];
for error in errors {
match error {
TliError::Connection(_) => assert!(true),
TliError::Config(_) => assert!(true),
TliError::InvalidRequest(_) => assert!(true),
TliError::NotFound(_) => assert!(true),
_ => assert!(false, "unexpected variant"),
}
}
}
/// Test error with newlines in message
#[test]
fn test_error_with_newlines() {
let message = "Line 1\nLine 2\nLine 3";
let error = TliError::Other(message.to_string());
assert!(error.to_string().contains("Line 1"));
assert!(error.to_string().contains("Line 2"));
}
/// Test error with unicode characters
#[test]
fn test_error_with_unicode() {
let message = "Error: 失败 (Chinese), エラー (Japanese), ошибка (Russian)";
let error = TliError::Connection(message.to_string());
assert!(error.to_string().contains("失败"));
assert!(error.to_string().contains("エラー"));
}
/// Test Result type aliases
#[test]
fn test_result_type_alias() {
fn returns_tli_result() -> TliResult<String> {
Ok("success".to_string())
}
let result = returns_tli_result();
assert!(result.is_ok());
assert_eq!(result.unwrap(), "success");
}
/// Test error chain with multiple error types
#[test]
fn test_error_chain() {
fn inner_operation() -> Result<(), io::Error> {
Err(io::Error::new(io::ErrorKind::NotFound, "inner error"))
}
fn outer_operation() -> TliResult<()> {
inner_operation().map_err(|e| TliError::from(e))?;
Ok(())
}
let result = outer_operation();
assert!(result.is_err());
assert!(matches!(result.unwrap_err(), TliError::Io(_)));
}
/// Test InvalidSymbol with various invalid symbols
#[test]
fn test_invalid_symbol_variants() {
let invalid_symbols = vec![
"AAPL@123",
"BTC#USD",
"ETH-",
"XRP!",
"",
"SYMBOL_TOO_LONG_FOR_TRADING_SYSTEM",
];
for symbol in invalid_symbols {
let error = TliError::InvalidSymbol(symbol.to_string());
assert!(matches!(error, TliError::InvalidSymbol(_)));
}
}
/// Test BufferFull with different buffer types
#[test]
fn test_buffer_full_variants() {
let buffer_types = vec![
"event buffer",
"metric buffer",
"order buffer",
"market data buffer",
];
for buffer_type in buffer_types {
let error = TliError::BufferFull(format!("{} full", buffer_type));
assert!(matches!(error, TliError::BufferFull(_)));
}
}
/// Test error unwrap_or_else with fallback
#[test]
fn test_error_unwrap_or_else() {
let result: TliResult<i32> = Err(TliError::NotFound("test".to_string()));
let value = result.unwrap_or_else(|_| 42);
assert_eq!(value, 42);
}
/// Test error map_err transformation
#[test]
fn test_error_map_err() {
let result: TliResult<i32> = Err(TliError::Connection("test".to_string()));
let transformed = result.map_err(|e| format!("Transformed: {}", e));
assert!(transformed.is_err());
assert!(transformed.unwrap_err().contains("Transformed"));
}