Files
foxhunt/common
jgrusewski 2df1ea92e1 feat(ml): WAVE 29 DQN Codebase Cleanup & Refactoring Campaign
BREAKING CHANGES:
- Removed orphaned dqn.rs monolithic trainer (4,975 lines)
- Removed orphaned dqn_ensemble.rs module (816 lines)
- Removed orphaned tft.rs and tft_complete_int8_integration_test.rs
- TFT trainer split into modular directory structure

DQN Module Refactoring:
- Split trainers/dqn.rs into modular structure (config.rs, statistics.rs, trainer.rs)
- Fixed hyperopt 39D search space (continuous params only)
- Boolean flags (use_dueling, use_double_dqn, use_per, use_noisy_nets) are now FIXED architectural decisions
- use_distributional defaults to false (Candle BUG #36 - scatter_add gradient issues)

Clean Module Structure:
- ml/src/trainers/dqn/ directory with proper mod.rs exports
- ml/src/trainers/tft/ directory with config.rs, types.rs, model.rs, trainer.rs, tests.rs
- All P0 features validated: TD-error clamping, batch diversity, LR scheduler, priority staleness

Documentation:
- Added comprehensive docs in docs/codebase-cleanup/
- ADR-001 for DQN refactoring decisions
- Rainbow DQN component matrix and quick reference guides

Build Status: Compiles with zero errors

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude <noreply@anthropic.com>
2025-11-27 23:46:13 +01:00
..

Common Crate

Overview

The common crate provides a foundational set of shared types and utilities essential for building high-frequency trading applications within the Foxhunt ecosystem. It encapsulates core data structures, error handling patterns, and common helpers used across various components.

Features

  • Market Data & Order Types: Defines standardized structs for market data (e.g., Tick, OrderBook) and various order types (e.g., LimitOrder, MarketOrder).
  • High-Precision Time Utilities: Offers utilities for working with nanosecond-resolution timestamps and duration calculations critical for HFT.
  • Robust Error Handling: Implements a custom FoxhuntError enum and Result type for consistent and traceable error management across the system.
  • Data Validation Helpers: Provides functions for validating common HFT parameters such as prices, quantities, and instrument IDs.
  • Serialization/Deserialization: Includes helpers and derive macros for efficient data serialization (e.g., using serde) for inter-process communication or persistence.
  • Instrument & Asset Definitions: Standardized types for defining trading instruments, assets, and exchanges.

Usage

use common::types::{Order, OrderSide, Price, Quantity, InstrumentId};
use common::errors::FoxhuntError;

fn create_limit_order(instrument: InstrumentId, price: Price, quantity: Quantity) -> Result<Order, FoxhuntError> {
    if price.value() <= 0.0 || quantity.value() <= 0.0 {
        return Err(FoxhuntError::ValidationError("Price and quantity must be positive".to_string()));
    }
    Ok(Order::new_limit(instrument, OrderSide::Buy, price, quantity))
}

let instrument = InstrumentId::new("BTCUSD".to_string());
let order = create_limit_order(instrument, Price::new(60000.0), Quantity::new(0.5));
println!("{:?}", order);

Testing

cargo test --package common

Documentation

Comprehensive API documentation is available at docs.rs/common.