Move 17 library crates into crates/, CLI binary into bin/fxt, consolidate 10 test crates into testing/, split config crate from deployment config files. Root directory reduced from 38+ to ~17 directories. All Cargo.toml paths and build.rs proto refs updated. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
1314 lines
44 KiB
Rust
1314 lines
44 KiB
Rust
//! Strategy testing framework for backtesting
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//!
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//! Provides infrastructure for executing trading strategies against historical data,
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//! managing positions, tracking performance, and handling risk management.
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// Import everything async_trait needs - use fully qualified paths to avoid shadowing
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use std::{
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collections::{HashMap, VecDeque},
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sync::Arc,
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};
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use anyhow::{Context, Result};
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use async_trait::async_trait;
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use chrono::{DateTime, Utc};
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use common::Order;
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use common::OrderId;
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use common::OrderSide;
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use common::OrderStatus;
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use common::OrderType;
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use common::Position;
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use common::Price;
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use common::Quantity;
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use common::Symbol;
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use common::TimeInForce;
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use dashmap::DashMap;
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use rust_decimal::Decimal;
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use serde::{Deserialize, Serialize};
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use serde_json;
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use tokio::sync::RwLock;
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use tracing::{error, info};
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use trading_engine::types::events::MarketEvent;
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use uuid::Uuid;
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// TECHNICAL DEBT ELIMINATED - Use String and DateTime<Utc> directly
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use crate::replay_engine::{MarketReplay, ReplayEvent};
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/// Trading strategy trait that backtesting strategies must implement
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#[async_trait(?Send)]
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pub trait Strategy: Send + Sync {
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/// Strategy name for identification
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fn name(&self) -> &str;
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/// Initialize strategy with initial capital and configuration
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async fn initialize(&mut self, initial_capital: Decimal, config: StrategyConfig) -> Result<()>;
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/// Process market event and generate trading signals
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async fn on_market_event(
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&mut self,
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event: &MarketEvent,
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context: &StrategyContext,
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) -> Result<Vec<TradingSignal>>;
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/// Handle order execution updates
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async fn on_order_update(&mut self, order: &Order, context: &StrategyContext) -> Result<()>;
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/// Handle position updates
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async fn on_position_update(
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&mut self,
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position: &Position,
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context: &StrategyContext,
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) -> Result<()>;
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/// Strategy cleanup and final calculations
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async fn finalize(&mut self, context: &StrategyContext) -> Result<StrategyResult>;
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/// Get current strategy state for debugging
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async fn get_state(&self) -> Result<serde_json::Value>;
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}
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/// Strategy configuration parameters
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct StrategyConfig {
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/// Maximum position size per symbol
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pub max_position_size: Decimal,
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/// Risk per trade as percentage of capital
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pub risk_per_trade: Decimal,
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/// Maximum number of open positions
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pub max_open_positions: u32,
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/// Stop loss percentage
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pub stop_loss_pct: Option<Decimal>,
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/// Take profit percentage
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pub take_profit_pct: Option<Decimal>,
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/// Strategy-specific parameters
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pub parameters: HashMap<String, serde_json::Value>,
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/// Enable position sizing
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pub position_sizing_enabled: bool,
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/// Commission rate per trade
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pub commission_rate: Decimal,
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/// Slippage factor
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pub slippage_factor: Decimal,
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}
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impl Default for StrategyConfig {
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fn default() -> Self {
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Self {
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max_position_size: Decimal::from(100000),
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risk_per_trade: Decimal::new(2, 2), // 2%
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max_open_positions: 10,
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stop_loss_pct: Some(Decimal::new(5, 2)), // 5%
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take_profit_pct: Some(Decimal::new(10, 2)), // 10%
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parameters: HashMap::new(),
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position_sizing_enabled: true,
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commission_rate: Decimal::new(1, 4), // 0.01%
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slippage_factor: Decimal::new(5, 5), // 0.005%
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}
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}
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}
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/// Context provided to strategy during execution
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#[derive(Debug, Clone)]
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pub struct StrategyContext {
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/// Current timestamp
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pub current_time: DateTime<Utc>,
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/// Current account balance
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pub account_balance: Decimal,
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/// Available buying power
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pub buying_power: Decimal,
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/// Current positions
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pub positions: HashMap<Symbol, Position>,
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/// Open orders
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pub open_orders: HashMap<OrderId, Order>,
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/// Current market prices
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pub market_prices: HashMap<Symbol, Price>,
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/// Performance metrics
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pub performance: PerformanceMetrics,
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}
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/// Trading signal generated by strategy
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TradingSignal {
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/// Symbol to trade
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pub symbol: Symbol,
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/// Signal type
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pub signal_type: SignalType,
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/// Suggested quantity
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pub quantity: Quantity,
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/// Target price (if limit order)
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pub target_price: Option<Price>,
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/// Stop loss price
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pub stop_loss: Option<Price>,
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/// Take profit price
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pub take_profit: Option<Price>,
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/// Signal confidence (0.0 - 1.0)
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pub confidence: Decimal,
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/// Additional metadata
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pub metadata: HashMap<String, serde_json::Value>,
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}
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/// Types of trading signals
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub enum SignalType {
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Buy,
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Sell,
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Short,
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Cover,
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CloseLong,
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CloseShort,
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CloseAll,
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}
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/// Strategy execution result
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct StrategyResult {
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/// Strategy name
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pub strategy_name: String,
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/// Total return
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pub total_return: Decimal,
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/// Annualized return
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pub annualized_return: Decimal,
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/// Maximum drawdown
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pub max_drawdown: Decimal,
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/// Sharpe ratio
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pub sharpe_ratio: Decimal,
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/// Number of trades
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pub total_trades: u64,
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/// Win rate
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pub win_rate: Decimal,
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/// Average trade return
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pub avg_trade_return: Decimal,
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/// Final portfolio value
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pub final_value: Decimal,
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/// Detailed trade history
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pub trades: Vec<TradeRecord>,
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/// Performance timeline
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pub performance_timeline: Vec<PerformanceSnapshot>,
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}
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/// Individual trade record
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct TradeRecord {
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/// Trade ID
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pub trade_id: String,
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/// Symbol traded
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pub symbol: Symbol,
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/// Trade side
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pub side: OrderSide,
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/// Entry price
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pub entry_price: Price,
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/// Exit price
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pub exit_price: Price,
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/// Quantity traded
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pub quantity: Quantity,
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/// Entry timestamp
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pub entry_time: DateTime<Utc>,
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/// Exit timestamp
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pub exit_time: DateTime<Utc>,
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/// Profit/loss
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pub pnl: Decimal,
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/// Return percentage
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pub return_pct: Decimal,
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/// Commission paid
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pub commission: Decimal,
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}
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/// Performance snapshot at a point in time
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct PerformanceSnapshot {
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/// Timestamp
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pub timestamp: DateTime<Utc>,
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/// Portfolio value
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pub portfolio_value: Decimal,
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/// Cash balance
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pub cash_balance: Decimal,
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/// Unrealized PnL
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pub unrealized_pnl: Decimal,
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/// Realized PnL
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pub realized_pnl: Decimal,
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/// Number of open positions
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pub open_positions: u32,
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/// Current drawdown
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pub drawdown: Decimal,
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}
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/// Performance metrics tracked during execution
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#[derive(Debug, Clone, Default)]
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pub struct PerformanceMetrics {
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/// Total realized PnL
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pub total_realized_pnl: Decimal,
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/// Total unrealized PnL
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pub total_unrealized_pnl: Decimal,
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/// Peak portfolio value
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pub peak_value: Decimal,
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/// Current drawdown
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pub current_drawdown: Decimal,
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/// Maximum drawdown
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pub max_drawdown: Decimal,
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/// Total trades executed
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pub total_trades: u64,
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/// Winning trades
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pub winning_trades: u64,
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/// Total commission paid
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pub total_commission: Decimal,
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/// Returns history
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pub daily_returns: VecDeque<Decimal>,
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}
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/// Strategy tester engine
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pub struct StrategyTester {
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/// Strategy being tested
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strategy: Box<dyn Strategy>,
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/// Strategy configuration
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config: StrategyConfig,
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/// Market replay engine
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market_replay: Arc<MarketReplay>,
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/// Current account state
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account: Arc<RwLock<Account>>,
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/// Order management system
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order_manager: Arc<OrderManager>,
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/// Position tracker
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position_tracker: Arc<PositionTracker>,
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/// Performance tracker
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performance_tracker: Arc<RwLock<PerformanceTracker>>,
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/// Current market data
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market_data: Arc<DashMap<Symbol, MarketEvent>>,
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}
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/// Account state for backtesting
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#[derive(Debug, Clone)]
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pub struct Account {
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/// Initial capital
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pub initial_capital: Decimal,
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/// Current cash balance
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pub cash_balance: Decimal,
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/// Total portfolio value
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pub portfolio_value: Decimal,
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/// Account creation time
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pub created_at: DateTime<Utc>,
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/// Last update time
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pub last_updated: DateTime<Utc>,
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}
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/// Order management for backtesting
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pub struct OrderManager {
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/// Open orders
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orders: DashMap<OrderId, Order>,
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/// Next order ID
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next_order_id: std::sync::atomic::AtomicU64,
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}
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/// Position tracking for backtesting
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pub struct PositionTracker {
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/// Current positions
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positions: DashMap<Symbol, Position>,
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/// Position history
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position_history: RwLock<Vec<Position>>,
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/// Trade records
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trade_records: RwLock<Vec<TradeRecord>>,
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}
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/// Performance tracking
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pub struct PerformanceTracker {
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/// Performance metrics
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metrics: PerformanceMetrics,
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/// Performance snapshots
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snapshots: Vec<PerformanceSnapshot>,
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/// Last snapshot time
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last_snapshot: Option<DateTime<Utc>>,
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}
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impl StrategyTester {
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/// Create new strategy tester
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pub fn new(
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strategy: Box<dyn Strategy>,
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config: StrategyConfig,
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market_replay: Arc<MarketReplay>,
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initial_capital: Decimal,
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) -> Self {
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let account = Account {
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initial_capital,
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cash_balance: initial_capital,
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portfolio_value: initial_capital,
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created_at: Utc::now(),
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last_updated: Utc::now(),
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};
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Self {
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strategy,
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config,
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market_replay,
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account: Arc::new(RwLock::new(account)),
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order_manager: Arc::new(OrderManager::new()),
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position_tracker: Arc::new(PositionTracker::new()),
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performance_tracker: Arc::new(RwLock::new(PerformanceTracker::new())),
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market_data: Arc::new(DashMap::new()),
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}
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}
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/// Run the strategy test
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pub async fn run_test(&mut self) -> Result<StrategyResult> {
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info!("Starting strategy test for: {}", self.strategy.name());
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// Initialize strategy
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self.strategy
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.initialize(
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self.account.read().await.initial_capital,
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self.config.clone(),
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)
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.await?;
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// Get market data receiver
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let mut event_receiver = self
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.market_replay
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.take_receiver()
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.await
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.context("Failed to get market data receiver")?;
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// Start market replay
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let replay_handle = {
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let replay = Arc::clone(&self.market_replay);
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tokio::spawn(async move {
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if let Err(e) = replay.start_replay().await {
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error!("Market replay failed: {}", e);
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}
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})
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};
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// Process market events
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while let Some(replay_event) = event_receiver.recv().await {
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if let Err(e) = self.process_market_event(replay_event).await {
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error!("Failed to process market event: {}", e);
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}
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}
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// Wait for replay to complete
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replay_handle.await?;
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// Finalize strategy and generate results
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let context = self.build_strategy_context().await?;
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let result = self.strategy.finalize(&context).await?;
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info!(
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"Strategy test completed. Total return: {:.2}%",
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result.total_return * Decimal::from(100)
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);
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Ok(result)
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}
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/// Process a single market event
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async fn process_market_event(&mut self, replay_event: ReplayEvent) -> Result<()> {
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let event = &replay_event.event;
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// Update market data
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self.update_market_data(event).await;
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// Update account and positions with current market prices
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self.update_valuations().await?;
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// Process pending orders
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self.process_pending_orders().await?;
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// Build strategy context
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let context = self.build_strategy_context().await?;
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// Get trading signals from strategy
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let signals = self.strategy.on_market_event(event, &context).await?;
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// Execute trading signals
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for signal in signals {
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self.execute_trading_signal(signal).await?;
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}
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// Take performance snapshot periodically
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self.take_performance_snapshot(&context).await?;
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Ok(())
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}
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/// Update market data cache
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async fn update_market_data(&self, event: &MarketEvent) {
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let symbol = match event {
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MarketEvent::Trade { symbol, .. } => symbol,
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MarketEvent::Quote { symbol, .. } => symbol,
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MarketEvent::OrderBookUpdate { symbol, .. } => symbol,
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MarketEvent::Bar { symbol, .. } => symbol,
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MarketEvent::OrderBook { symbol, .. } => symbol,
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MarketEvent::Sentiment { .. } => return, // Skip sentiment events for now
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MarketEvent::Control { .. } => return, // Skip control events for now
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};
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self.market_data.insert(symbol.clone(), event.clone());
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}
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/// Update portfolio valuations
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async fn update_valuations(&self) -> Result<()> {
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let mut account = self.account.write().await;
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let positions = self.position_tracker.get_all_positions().await;
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let mut total_value = account.cash_balance;
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for (symbol, position) in positions {
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if let Some(market_event) = self.market_data.get(&symbol) {
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let current_price = self.extract_price_from_event(&market_event)?;
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let position_decimal = position.quantity;
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let price_decimal = current_price.to_decimal().unwrap_or(Decimal::ZERO);
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let position_value = position_decimal * price_decimal;
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if position_decimal >= Decimal::ZERO {
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total_value += position_value;
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} else {
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// Short position
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total_value -= position_value;
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}
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}
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}
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account.portfolio_value = total_value;
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account.last_updated = Utc::now();
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Ok(())
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}
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/// Process pending orders for execution
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async fn process_pending_orders(&mut self) -> Result<()> {
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let pending_orders = self.order_manager.get_pending_orders().await;
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for order in pending_orders {
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// Extract the current price first to avoid borrowing conflicts
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let current_price = if let Some(market_event) = self.market_data.get(&order.symbol) {
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self.extract_price_from_event(&market_event)?
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} else {
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continue; // Skip this order if no market data available
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};
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// Now check if we should execute and execute if needed
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if self.should_execute_order(&order, current_price) {
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self.execute_order(order).await?;
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}
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}
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Ok(())
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}
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/// Check if order should be executed
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fn should_execute_order(&self, order: &Order, current_price: Price) -> bool {
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match order.order_type {
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OrderType::Market => true,
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OrderType::Iceberg => {
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// For backtesting, treat Iceberg orders as market orders
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true
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},
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OrderType::Limit => {
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if let Some(order_price) = order.price {
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match order.side {
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OrderSide::Buy => current_price <= order_price,
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OrderSide::Sell => current_price >= order_price,
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}
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} else {
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false
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}
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},
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OrderType::Stop => {
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if let Some(order_price) = order.price {
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match order.side {
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OrderSide::Buy => current_price >= order_price,
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OrderSide::Sell => current_price <= order_price,
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}
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} else {
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false
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}
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},
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OrderType::StopLimit => {
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// Simplified logic - would need stop price tracking
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if let Some(order_price) = order.price {
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match order.side {
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OrderSide::Buy => current_price >= order_price,
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OrderSide::Sell => current_price <= order_price,
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}
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} else {
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false
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}
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},
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OrderType::TrailingStop => {
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// For backtesting, treat as stop order
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if let Some(order_price) = order.price {
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match order.side {
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OrderSide::Buy => current_price >= order_price,
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OrderSide::Sell => current_price <= order_price,
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}
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} else {
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false
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}
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},
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OrderType::Hidden => {
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// For backtesting, treat as market order
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true
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},
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_ => {
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// Default case for any other order types
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false
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},
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}
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}
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/// Execute an order
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async fn execute_order(&mut self, mut order: Order) -> Result<()> {
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let current_price = if let Some(market_event) = self.market_data.get(&order.symbol) {
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self.extract_price_from_event(&market_event)?
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} else {
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return Err(anyhow::anyhow!(
|
|
"No market data for symbol: {}",
|
|
order.symbol
|
|
));
|
|
};
|
|
|
|
// Apply slippage
|
|
let execution_price = self.apply_slippage(current_price, &order);
|
|
|
|
// Calculate commission
|
|
let commission = self.calculate_commission(&order, execution_price);
|
|
|
|
// Update order
|
|
order.status = OrderStatus::Filled;
|
|
order.filled_quantity = order.quantity;
|
|
order.average_price = Some(execution_price);
|
|
|
|
// Update account
|
|
let mut account = self.account.write().await;
|
|
let trade_value = order.quantity.to_decimal().unwrap_or(Decimal::ZERO)
|
|
* execution_price.to_decimal().unwrap_or(Decimal::ZERO);
|
|
|
|
match order.side {
|
|
OrderSide::Buy => {
|
|
account.cash_balance -= trade_value + commission;
|
|
},
|
|
OrderSide::Sell => {
|
|
account.cash_balance += trade_value - commission;
|
|
},
|
|
}
|
|
|
|
// Update positions
|
|
self.position_tracker
|
|
.update_position(&order.symbol, &order, execution_price)
|
|
.await?;
|
|
|
|
// Record trade
|
|
self.position_tracker
|
|
.record_trade(&order, execution_price, commission)
|
|
.await;
|
|
|
|
// Notify strategy of order update
|
|
let context = self.build_strategy_context().await?;
|
|
self.strategy.on_order_update(&order, &context).await?;
|
|
|
|
info!(
|
|
"Executed order: {:?} {} {} @ {} (commission: {})",
|
|
order.side, order.quantity, order.symbol, execution_price, commission
|
|
);
|
|
|
|
Ok(())
|
|
}
|
|
|
|
/// Execute a trading signal
|
|
async fn execute_trading_signal(&mut self, signal: TradingSignal) -> Result<()> {
|
|
let order = self.convert_signal_to_order(signal).await?;
|
|
self.order_manager.place_order(order).await?;
|
|
Ok(())
|
|
}
|
|
|
|
/// Convert trading signal to order
|
|
async fn convert_signal_to_order(&self, signal: TradingSignal) -> Result<Order> {
|
|
let order_id = self.order_manager.generate_order_id();
|
|
|
|
let (side, order_type, price) = match signal.signal_type {
|
|
SignalType::Buy => (OrderSide::Buy, OrderType::Market, Price::zero()),
|
|
SignalType::Sell => (OrderSide::Sell, OrderType::Market, Price::zero()),
|
|
SignalType::Short => (OrderSide::Sell, OrderType::Market, Price::zero()),
|
|
SignalType::Cover => (OrderSide::Buy, OrderType::Market, Price::zero()),
|
|
_ => {
|
|
return Err(anyhow::anyhow!(
|
|
"Unsupported signal type: {:?}",
|
|
signal.signal_type
|
|
))
|
|
},
|
|
};
|
|
|
|
Ok(Order {
|
|
id: order_id.clone(),
|
|
client_order_id: Some(format!("client_{}", Uuid::new_v4())),
|
|
broker_order_id: None,
|
|
account_id: Some("default".to_string()),
|
|
symbol: signal.symbol,
|
|
side,
|
|
order_type,
|
|
status: OrderStatus::Pending,
|
|
time_in_force: TimeInForce::Day,
|
|
quantity: signal.quantity,
|
|
price: Some(price),
|
|
stop_price: None,
|
|
filled_quantity: Quantity::zero(),
|
|
remaining_quantity: signal.quantity,
|
|
average_price: None,
|
|
avg_fill_price: None,
|
|
average_fill_price: None,
|
|
exchange_order_id: None,
|
|
parent_id: None,
|
|
execution_algorithm: None,
|
|
execution_params: serde_json::json!({}),
|
|
stop_loss: None,
|
|
take_profit: None,
|
|
created_at: common::HftTimestamp::now_or_zero(),
|
|
updated_at: None,
|
|
expires_at: None,
|
|
metadata: serde_json::json!({}),
|
|
})
|
|
}
|
|
|
|
/// Apply slippage to execution price
|
|
fn apply_slippage(&self, price: Price, order: &Order) -> Price {
|
|
let slippage = price.to_decimal().unwrap_or(Decimal::ZERO) * self.config.slippage_factor;
|
|
match order.side {
|
|
OrderSide::Buy => Price::from_f64(
|
|
(price.to_decimal().unwrap_or(Decimal::ZERO) + slippage)
|
|
.try_into()
|
|
.unwrap_or(0.0),
|
|
)
|
|
.unwrap_or(Price::zero()),
|
|
OrderSide::Sell => Price::from_f64(
|
|
(price.to_decimal().unwrap_or(Decimal::ZERO) - slippage)
|
|
.try_into()
|
|
.unwrap_or(0.0),
|
|
)
|
|
.unwrap_or(Price::zero()),
|
|
}
|
|
}
|
|
|
|
/// Calculate commission for trade
|
|
fn calculate_commission(&self, order: &Order, price: Price) -> Decimal {
|
|
let trade_value = order.quantity.to_decimal().unwrap_or(Decimal::ZERO)
|
|
* price.to_decimal().unwrap_or(Decimal::ZERO);
|
|
trade_value * self.config.commission_rate
|
|
}
|
|
|
|
/// Extract price from market event
|
|
fn extract_price_from_event(&self, event: &MarketEvent) -> Result<Price> {
|
|
match event {
|
|
MarketEvent::Trade { price, .. } => Ok(*price),
|
|
MarketEvent::Quote {
|
|
bid_price,
|
|
ask_price,
|
|
..
|
|
} => {
|
|
let avg_price = (bid_price.to_decimal().unwrap_or(Decimal::ZERO)
|
|
+ ask_price.to_decimal().unwrap_or(Decimal::ZERO))
|
|
/ Decimal::from(2);
|
|
Ok(Price::from_f64(avg_price.try_into().unwrap_or(0.0)).unwrap_or(Price::ZERO))
|
|
},
|
|
MarketEvent::Bar { close, .. } => Ok(*close),
|
|
_ => Err(anyhow::anyhow!(
|
|
"Cannot extract price from event: {:?}",
|
|
event
|
|
)),
|
|
}
|
|
}
|
|
|
|
/// Build strategy context
|
|
async fn build_strategy_context(&self) -> Result<StrategyContext> {
|
|
let account = self.account.read().await;
|
|
let positions = self.position_tracker.get_all_positions().await;
|
|
let open_orders = self.order_manager.get_all_orders().await;
|
|
let performance = self.performance_tracker.read().await.metrics.clone();
|
|
|
|
let mut market_prices = HashMap::new();
|
|
for item in self.market_data.iter() {
|
|
let symbol = item.key();
|
|
let event = item.value();
|
|
if let Ok(price) = self.extract_price_from_event(event) {
|
|
market_prices.insert(symbol.clone(), price);
|
|
}
|
|
}
|
|
|
|
Ok(StrategyContext {
|
|
current_time: Utc::now(),
|
|
account_balance: account.cash_balance,
|
|
buying_power: account.cash_balance, // Simplified
|
|
positions,
|
|
open_orders,
|
|
market_prices,
|
|
performance,
|
|
})
|
|
}
|
|
|
|
/// Take performance snapshot
|
|
async fn take_performance_snapshot(&self, context: &StrategyContext) -> Result<()> {
|
|
let mut tracker = self.performance_tracker.write().await;
|
|
|
|
let snapshot = PerformanceSnapshot {
|
|
timestamp: context.current_time,
|
|
portfolio_value: context.account_balance,
|
|
cash_balance: context.account_balance,
|
|
unrealized_pnl: context.performance.total_unrealized_pnl,
|
|
realized_pnl: context.performance.total_realized_pnl,
|
|
open_positions: context.positions.len() as u32,
|
|
drawdown: context.performance.current_drawdown,
|
|
};
|
|
|
|
tracker.snapshots.push(snapshot);
|
|
tracker.last_snapshot = Some(context.current_time);
|
|
|
|
Ok(())
|
|
}
|
|
}
|
|
|
|
impl OrderManager {
|
|
pub fn new() -> Self {
|
|
Self {
|
|
orders: DashMap::new(),
|
|
next_order_id: std::sync::atomic::AtomicU64::new(1),
|
|
}
|
|
}
|
|
|
|
pub fn generate_order_id(&self) -> OrderId {
|
|
format!(
|
|
"order_{}",
|
|
self.next_order_id
|
|
.fetch_add(1, std::sync::atomic::Ordering::Relaxed)
|
|
)
|
|
.into()
|
|
}
|
|
|
|
pub async fn place_order(&self, order: Order) -> Result<()> {
|
|
let order_id = order.id.clone();
|
|
self.orders.insert(order_id, order);
|
|
Ok(())
|
|
}
|
|
|
|
pub async fn get_pending_orders(&self) -> Vec<Order> {
|
|
self.orders
|
|
.iter()
|
|
.filter(|entry| entry.value().status == OrderStatus::Pending)
|
|
.map(|entry| entry.value().clone())
|
|
.collect()
|
|
}
|
|
|
|
pub async fn get_all_orders(&self) -> HashMap<OrderId, Order> {
|
|
self.orders
|
|
.iter()
|
|
.map(|entry| (entry.key().clone(), entry.value().clone()))
|
|
.collect()
|
|
}
|
|
}
|
|
|
|
impl PositionTracker {
|
|
pub fn new() -> Self {
|
|
Self {
|
|
positions: DashMap::new(),
|
|
position_history: RwLock::new(Vec::new()),
|
|
trade_records: RwLock::new(Vec::new()),
|
|
}
|
|
}
|
|
|
|
pub async fn get_all_positions(&self) -> HashMap<Symbol, Position> {
|
|
self.positions
|
|
.iter()
|
|
.map(|entry| (entry.key().clone(), entry.value().clone()))
|
|
.collect()
|
|
}
|
|
|
|
/// Update position accounting for a filled order.
|
|
///
|
|
/// Handles opening new positions, adding to existing ones, reducing positions,
|
|
/// closing positions (generating a TradeRecord with realized PnL), and flipping
|
|
/// from long to short or vice-versa.
|
|
pub async fn update_position(
|
|
&self,
|
|
symbol: &Symbol,
|
|
order: &Order,
|
|
execution_price: Price,
|
|
) -> Result<()> {
|
|
let exec_price_dec = execution_price.to_decimal().unwrap_or(Decimal::ZERO);
|
|
let order_qty_dec = order.quantity.to_decimal().unwrap_or(Decimal::ZERO);
|
|
|
|
// Signed fill quantity: positive for Buy, negative for Sell
|
|
let signed_fill_qty = match order.side {
|
|
OrderSide::Buy => order_qty_dec,
|
|
OrderSide::Sell => -order_qty_dec,
|
|
};
|
|
|
|
let now = Utc::now();
|
|
|
|
if let Some(mut pos_ref) = self.positions.get_mut(symbol) {
|
|
let old_qty = pos_ref.quantity;
|
|
let old_avg = pos_ref.avg_price;
|
|
let new_qty = old_qty + signed_fill_qty;
|
|
|
|
// Determine if this fill reduces / closes the position
|
|
// A reduction happens when old_qty and signed_fill_qty have opposite signs
|
|
let is_reducing = (old_qty > Decimal::ZERO && signed_fill_qty < Decimal::ZERO)
|
|
|| (old_qty < Decimal::ZERO && signed_fill_qty > Decimal::ZERO);
|
|
|
|
if is_reducing {
|
|
// Quantity being closed is the smaller of |old_qty| and |signed_fill_qty|
|
|
let closed_qty = old_qty.abs().min(order_qty_dec);
|
|
// PnL: for a long close: (exit - entry) * qty
|
|
// for a short close: (entry - exit) * qty
|
|
let pnl = if old_qty > Decimal::ZERO {
|
|
(exec_price_dec - old_avg) * closed_qty
|
|
} else {
|
|
(old_avg - exec_price_dec) * closed_qty
|
|
};
|
|
|
|
let entry_side = if old_qty > Decimal::ZERO {
|
|
OrderSide::Buy
|
|
} else {
|
|
OrderSide::Sell
|
|
};
|
|
|
|
// Record the round-trip trade
|
|
let trade = TradeRecord {
|
|
trade_id: Uuid::new_v4().to_string(),
|
|
symbol: symbol.clone(),
|
|
side: entry_side,
|
|
entry_price: Price::from_decimal(old_avg),
|
|
exit_price: execution_price,
|
|
quantity: Quantity::from_f64(
|
|
closed_qty.try_into().unwrap_or(0.0),
|
|
)
|
|
.unwrap_or(Quantity::ZERO),
|
|
entry_time: pos_ref.created_at,
|
|
exit_time: now,
|
|
pnl,
|
|
return_pct: if old_avg != Decimal::ZERO {
|
|
pnl / (old_avg * closed_qty) * Decimal::from(100)
|
|
} else {
|
|
Decimal::ZERO
|
|
},
|
|
commission: Decimal::ZERO, // Commission tracked separately in record_trade
|
|
};
|
|
|
|
let mut records = self.trade_records.write().await;
|
|
records.push(trade);
|
|
|
|
if new_qty == Decimal::ZERO {
|
|
// Position fully closed -- archive and remove
|
|
let closed_pos = pos_ref.clone();
|
|
drop(pos_ref);
|
|
let mut history = self.position_history.write().await;
|
|
history.push(closed_pos);
|
|
self.positions.remove(symbol);
|
|
} else if (new_qty > Decimal::ZERO) != (old_qty > Decimal::ZERO) {
|
|
// Position flipped direction -- close old fully, open new with remainder
|
|
let remainder_qty = new_qty.abs();
|
|
|
|
// Archive the closed position
|
|
let closed_pos = pos_ref.clone();
|
|
// Update to the new flipped position
|
|
pos_ref.quantity = new_qty;
|
|
pos_ref.avg_price = exec_price_dec;
|
|
pos_ref.avg_cost = exec_price_dec;
|
|
pos_ref.average_price = exec_price_dec;
|
|
pos_ref.basis = remainder_qty * exec_price_dec;
|
|
pos_ref.unrealized_pnl = Decimal::ZERO;
|
|
pos_ref.realized_pnl += pnl;
|
|
pos_ref.updated_at = now;
|
|
pos_ref.last_updated = now;
|
|
|
|
drop(pos_ref);
|
|
let mut history = self.position_history.write().await;
|
|
history.push(closed_pos);
|
|
} else {
|
|
// Partial reduction, same direction
|
|
pos_ref.quantity = new_qty;
|
|
pos_ref.realized_pnl += pnl;
|
|
pos_ref.updated_at = now;
|
|
pos_ref.last_updated = now;
|
|
}
|
|
} else {
|
|
// Adding to existing position (same direction) -- compute weighted avg price
|
|
let total_cost = old_avg * old_qty.abs() + exec_price_dec * order_qty_dec;
|
|
let total_qty = old_qty.abs() + order_qty_dec;
|
|
let new_avg = if total_qty != Decimal::ZERO {
|
|
total_cost / total_qty
|
|
} else {
|
|
exec_price_dec
|
|
};
|
|
|
|
pos_ref.quantity = new_qty;
|
|
pos_ref.avg_price = new_avg;
|
|
pos_ref.avg_cost = new_avg;
|
|
pos_ref.average_price = new_avg;
|
|
pos_ref.basis = total_qty * new_avg;
|
|
pos_ref.updated_at = now;
|
|
pos_ref.last_updated = now;
|
|
}
|
|
} else {
|
|
// No existing position -- open a new one
|
|
let pos = Position::new(symbol.as_str().to_owned(), signed_fill_qty, exec_price_dec);
|
|
self.positions.insert(symbol.clone(), pos);
|
|
}
|
|
|
|
Ok(())
|
|
}
|
|
|
|
/// Record a trade fill for audit / reporting.
|
|
///
|
|
/// This creates a TradeRecord from the raw fill data and appends it to the
|
|
/// internal trade log. For round-trip PnL records, see `update_position`.
|
|
pub async fn record_trade(
|
|
&self,
|
|
order: &Order,
|
|
execution_price: Price,
|
|
commission: Decimal,
|
|
) {
|
|
let now = Utc::now();
|
|
let trade = TradeRecord {
|
|
trade_id: Uuid::new_v4().to_string(),
|
|
symbol: order.symbol.clone(),
|
|
side: order.side.clone(),
|
|
entry_price: execution_price,
|
|
exit_price: execution_price,
|
|
quantity: order.quantity,
|
|
entry_time: order.created_at.to_datetime(),
|
|
exit_time: now,
|
|
pnl: Decimal::ZERO, // Raw fill; PnL computed in update_position
|
|
return_pct: Decimal::ZERO,
|
|
commission,
|
|
};
|
|
|
|
let mut records = self.trade_records.write().await;
|
|
records.push(trade);
|
|
}
|
|
|
|
/// Get a snapshot of all recorded trades.
|
|
pub async fn get_trades(&self) -> Vec<TradeRecord> {
|
|
let records = self.trade_records.read().await;
|
|
records.clone()
|
|
}
|
|
|
|
/// Sum of realized PnL across all recorded round-trip trades.
|
|
pub async fn get_realized_pnl(&self) -> Decimal {
|
|
let records = self.trade_records.read().await;
|
|
records.iter().map(|t| t.pnl).sum()
|
|
}
|
|
}
|
|
|
|
impl PerformanceTracker {
|
|
pub fn new() -> Self {
|
|
Self {
|
|
metrics: PerformanceMetrics::default(),
|
|
snapshots: Vec::new(),
|
|
last_snapshot: None,
|
|
}
|
|
}
|
|
}
|
|
|
|
#[cfg(test)]
|
|
mod tests {
|
|
use super::*;
|
|
|
|
struct TestStrategy {
|
|
name: String,
|
|
}
|
|
|
|
#[async_trait(?Send)]
|
|
impl Strategy for TestStrategy {
|
|
fn name(&self) -> &str {
|
|
&self.name
|
|
}
|
|
|
|
async fn initialize(
|
|
&mut self,
|
|
_initial_capital: Decimal,
|
|
_config: StrategyConfig,
|
|
) -> Result<()> {
|
|
Ok(())
|
|
}
|
|
|
|
async fn on_market_event(
|
|
&mut self,
|
|
_event: &MarketEvent,
|
|
_context: &StrategyContext,
|
|
) -> Result<Vec<TradingSignal>> {
|
|
Ok(vec![])
|
|
}
|
|
|
|
async fn on_order_update(
|
|
&mut self,
|
|
_order: &Order,
|
|
_context: &StrategyContext,
|
|
) -> Result<()> {
|
|
Ok(())
|
|
}
|
|
|
|
async fn on_position_update(
|
|
&mut self,
|
|
_position: &Position,
|
|
_context: &StrategyContext,
|
|
) -> Result<()> {
|
|
Ok(())
|
|
}
|
|
|
|
async fn finalize(&mut self, _context: &StrategyContext) -> Result<StrategyResult> {
|
|
Ok(StrategyResult {
|
|
strategy_name: self.name.clone(),
|
|
total_return: Decimal::ZERO,
|
|
annualized_return: Decimal::ZERO,
|
|
max_drawdown: Decimal::ZERO,
|
|
sharpe_ratio: Decimal::ZERO,
|
|
total_trades: 0,
|
|
win_rate: Decimal::ZERO,
|
|
avg_trade_return: Decimal::ZERO,
|
|
final_value: Decimal::from(100000),
|
|
trades: vec![],
|
|
performance_timeline: vec![],
|
|
})
|
|
}
|
|
|
|
async fn get_state(&self) -> Result<serde_json::Value> {
|
|
Ok(serde_json::json!({"name": self.name}))
|
|
}
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_strategy_tester_creation() {
|
|
use crate::replay_engine::{MarketReplay, ReplayConfig};
|
|
|
|
let strategy = Box::new(TestStrategy {
|
|
name: "test_strategy".to_string(),
|
|
});
|
|
|
|
let config = StrategyConfig::default();
|
|
let replay_config = ReplayConfig::default();
|
|
let market_replay = Arc::new(MarketReplay::new(replay_config));
|
|
let initial_capital = Decimal::from(100000);
|
|
|
|
let tester = StrategyTester::new(strategy, config, market_replay, initial_capital);
|
|
assert_eq!(tester.strategy.name(), "test_strategy");
|
|
}
|
|
|
|
/// Helper: build a minimal Order for testing position tracker logic.
|
|
fn make_test_order(symbol: &str, side: OrderSide, qty_f64: f64) -> Order {
|
|
Order {
|
|
id: format!("test_{}", Uuid::new_v4()).into(),
|
|
client_order_id: None,
|
|
broker_order_id: None,
|
|
account_id: None,
|
|
symbol: Symbol::from(symbol),
|
|
side,
|
|
order_type: OrderType::Market,
|
|
status: OrderStatus::Filled,
|
|
time_in_force: TimeInForce::Day,
|
|
quantity: Quantity::from_f64(qty_f64).unwrap_or(Quantity::ZERO),
|
|
price: None,
|
|
stop_price: None,
|
|
filled_quantity: Quantity::from_f64(qty_f64).unwrap_or(Quantity::ZERO),
|
|
remaining_quantity: Quantity::ZERO,
|
|
average_price: None,
|
|
avg_fill_price: None,
|
|
average_fill_price: None,
|
|
exchange_order_id: None,
|
|
parent_id: None,
|
|
execution_algorithm: None,
|
|
execution_params: serde_json::json!({}),
|
|
stop_loss: None,
|
|
take_profit: None,
|
|
created_at: common::HftTimestamp::now_or_zero(),
|
|
updated_at: None,
|
|
expires_at: None,
|
|
metadata: serde_json::json!({}),
|
|
}
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_records_trade() {
|
|
let tracker = PositionTracker::new();
|
|
let order = make_test_order("AAPL", OrderSide::Buy, 10.0);
|
|
let price = Price::from_f64(150.0).unwrap();
|
|
let commission = Decimal::new(15, 1); // 1.5
|
|
|
|
tracker.record_trade(&order, price, commission).await;
|
|
|
|
let trades = tracker.get_trades().await;
|
|
assert_eq!(trades.len(), 1);
|
|
let trade = &trades[0];
|
|
assert_eq!(trade.symbol, Symbol::from("AAPL"));
|
|
assert_eq!(trade.side, OrderSide::Buy);
|
|
assert_eq!(trade.commission, Decimal::new(15, 1));
|
|
assert_eq!(trade.quantity, order.quantity);
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_update_position_open_and_close() {
|
|
let tracker = PositionTracker::new();
|
|
let sym = Symbol::from("AAPL");
|
|
|
|
// Step 1: Buy 10 shares at $100
|
|
let buy_order = make_test_order("AAPL", OrderSide::Buy, 10.0);
|
|
let buy_price = Price::from_f64(100.0).unwrap();
|
|
tracker
|
|
.update_position(&sym, &buy_order, buy_price)
|
|
.await
|
|
.unwrap();
|
|
|
|
// Verify the position exists with correct quantity
|
|
let positions = tracker.get_all_positions().await;
|
|
assert_eq!(positions.len(), 1);
|
|
let pos = positions.get(&sym).unwrap();
|
|
assert!(pos.quantity > Decimal::ZERO, "Position should be long");
|
|
|
|
// Step 2: Sell 10 shares at $110 -- closes the position
|
|
let sell_order = make_test_order("AAPL", OrderSide::Sell, 10.0);
|
|
let sell_price = Price::from_f64(110.0).unwrap();
|
|
tracker
|
|
.update_position(&sym, &sell_order, sell_price)
|
|
.await
|
|
.unwrap();
|
|
|
|
// Position should be removed after full close
|
|
let positions = tracker.get_all_positions().await;
|
|
assert!(
|
|
positions.is_empty(),
|
|
"Position should be removed after full close"
|
|
);
|
|
|
|
// A round-trip trade record should have been created with correct PnL
|
|
let trades = tracker.get_trades().await;
|
|
assert_eq!(trades.len(), 1, "One round-trip trade expected");
|
|
let trade = &trades[0];
|
|
// PnL = (110 - 100) * 10 = 100
|
|
assert_eq!(trade.pnl, Decimal::from(100));
|
|
assert_eq!(trade.side, OrderSide::Buy); // entry side was Buy
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_short_position_pnl() {
|
|
let tracker = PositionTracker::new();
|
|
let sym = Symbol::from("TSLA");
|
|
|
|
// Sell short 5 shares at $200
|
|
let sell_order = make_test_order("TSLA", OrderSide::Sell, 5.0);
|
|
let sell_price = Price::from_f64(200.0).unwrap();
|
|
tracker
|
|
.update_position(&sym, &sell_order, sell_price)
|
|
.await
|
|
.unwrap();
|
|
|
|
let positions = tracker.get_all_positions().await;
|
|
let pos = positions.get(&sym).unwrap();
|
|
assert!(pos.quantity < Decimal::ZERO, "Position should be short");
|
|
|
|
// Cover (buy) 5 shares at $180 -- profit on short
|
|
let buy_order = make_test_order("TSLA", OrderSide::Buy, 5.0);
|
|
let buy_price = Price::from_f64(180.0).unwrap();
|
|
tracker
|
|
.update_position(&sym, &buy_order, buy_price)
|
|
.await
|
|
.unwrap();
|
|
|
|
let positions = tracker.get_all_positions().await;
|
|
assert!(positions.is_empty(), "Short position should be closed");
|
|
|
|
let trades = tracker.get_trades().await;
|
|
assert_eq!(trades.len(), 1);
|
|
// Short PnL = (entry 200 - exit 180) * 5 = 100
|
|
assert_eq!(trades[0].pnl, Decimal::from(100));
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_get_realized_pnl() {
|
|
let tracker = PositionTracker::new();
|
|
|
|
// Trade 1: Buy 10 AAPL at $100, sell at $110 => PnL = +100
|
|
let sym1 = Symbol::from("AAPL");
|
|
let buy1 = make_test_order("AAPL", OrderSide::Buy, 10.0);
|
|
let sell1 = make_test_order("AAPL", OrderSide::Sell, 10.0);
|
|
tracker
|
|
.update_position(&sym1, &buy1, Price::from_f64(100.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
tracker
|
|
.update_position(&sym1, &sell1, Price::from_f64(110.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
// Trade 2: Buy 5 MSFT at $300, sell at $290 => PnL = -50
|
|
let sym2 = Symbol::from("MSFT");
|
|
let buy2 = make_test_order("MSFT", OrderSide::Buy, 5.0);
|
|
let sell2 = make_test_order("MSFT", OrderSide::Sell, 5.0);
|
|
tracker
|
|
.update_position(&sym2, &buy2, Price::from_f64(300.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
tracker
|
|
.update_position(&sym2, &sell2, Price::from_f64(290.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
// Total realized PnL should be 100 + (-50) = 50
|
|
let total_pnl = tracker.get_realized_pnl().await;
|
|
assert_eq!(total_pnl, Decimal::from(50));
|
|
|
|
let trades = tracker.get_trades().await;
|
|
assert_eq!(trades.len(), 2, "Two round-trip trades expected");
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_partial_close() {
|
|
let tracker = PositionTracker::new();
|
|
let sym = Symbol::from("GOOG");
|
|
|
|
// Buy 20 at $50
|
|
let buy = make_test_order("GOOG", OrderSide::Buy, 20.0);
|
|
tracker
|
|
.update_position(&sym, &buy, Price::from_f64(50.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
// Sell 10 at $60 -- partial close
|
|
let sell = make_test_order("GOOG", OrderSide::Sell, 10.0);
|
|
tracker
|
|
.update_position(&sym, &sell, Price::from_f64(60.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
// 10 shares should remain
|
|
let positions = tracker.get_all_positions().await;
|
|
assert_eq!(positions.len(), 1);
|
|
let pos = positions.get(&sym).unwrap();
|
|
assert_eq!(pos.quantity, Decimal::from(10));
|
|
|
|
// Realized PnL from the closed 10 shares: (60-50)*10 = 100
|
|
let pnl = tracker.get_realized_pnl().await;
|
|
assert_eq!(pnl, Decimal::from(100));
|
|
}
|
|
|
|
#[tokio::test]
|
|
async fn test_position_tracker_add_to_position() {
|
|
let tracker = PositionTracker::new();
|
|
let sym = Symbol::from("AMZN");
|
|
|
|
// Buy 10 at $100
|
|
let buy1 = make_test_order("AMZN", OrderSide::Buy, 10.0);
|
|
tracker
|
|
.update_position(&sym, &buy1, Price::from_f64(100.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
// Buy 10 more at $120 -- adding to position
|
|
let buy2 = make_test_order("AMZN", OrderSide::Buy, 10.0);
|
|
tracker
|
|
.update_position(&sym, &buy2, Price::from_f64(120.0).unwrap())
|
|
.await
|
|
.unwrap();
|
|
|
|
let positions = tracker.get_all_positions().await;
|
|
let pos = positions.get(&sym).unwrap();
|
|
assert_eq!(pos.quantity, Decimal::from(20));
|
|
// Weighted avg: (100*10 + 120*10) / 20 = 110
|
|
assert_eq!(pos.avg_price, Decimal::from(110));
|
|
|
|
// No realized PnL yet (no close)
|
|
let pnl = tracker.get_realized_pnl().await;
|
|
assert_eq!(pnl, Decimal::ZERO);
|
|
}
|
|
}
|