Bug #8 (CRITICAL): Fixed action selection frequency catastrophe - Root cause: execute_action called during training (522,713 orders/epoch) - Fix: Removed execute_action from experience collection loop (line 928-936) - Impact: 522,713 → 0 orders/epoch (100% reduction) - Transaction costs: $338K → $0 (eliminated) - Test suite: ml/tests/action_selection_frequency_test.rs (3/3 passing) P2-A: Configurable Initial Capital - CLI argument: --initial-capital (default: $100K, min: $1K) - Files modified: trainers/dqn.rs, train_dqn.rs, hyperopt adapter - Test suite: ml/tests/configurable_capital_test.rs (8/8 passing) - Supports: Small accounts ($10K), Standard ($100K), Institutional ($500K+) P2-B: Cash Reserve Requirement - CLI argument: --cash-reserve-percent (default: 0%, range: 0-100%) - Reserve enforcement: BUY trades only (SELL always allowed) - Dynamic reserve adjusts with portfolio value - Files modified: portfolio_tracker.rs (70 lines), trainers/dqn.rs, train_dqn.rs - Test suite: ml/tests/cash_reserve_requirement_test.rs (10/10 passing) Test Status: 21/21 core tests passing (P2-C deferred due to API mismatch) Wave 16S-V11 Agents: - Agent #1: Bug #8 investigation (transaction cost analysis) - Agent #2: P2-A implementation (configurable capital) - Agent #3: P2-B implementation + test fix (cash reserve) - Agent #4: Integration validation (certification report)
133 lines
5.1 KiB
Rust
133 lines
5.1 KiB
Rust
//! Debug test to trace position_delta sign logic
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//!
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//! This test verifies whether position_delta is positive or negative
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//! when going from FLAT to LONG.
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#![allow(unused_crate_dependencies)]
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use ml::dqn::action_space::{ExposureLevel, FactoredAction, OrderType, Urgency};
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use ml::dqn::portfolio_tracker::PortfolioTracker;
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#[test]
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fn test_position_delta_sign_when_buying() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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// Trace internal state
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println!("=== INITIAL STATE ===");
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println!("Cash: ${:.2}", tracker.cash_balance());
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println!("Position: {:.2} contracts", tracker.current_position());
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// Execute: Go from FLAT (0) to LONG (1.0 contract)
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let action = FactoredAction::new(
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ExposureLevel::Long100, // target_exposure = +1.0
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OrderType::Market,
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Urgency::Normal
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);
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println!("\n=== EXECUTING ACTION ===");
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println!("Action: Long100 (target_exposure = +1.0)");
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println!("Price: $5,600.00");
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println!("max_position parameter: 1.0");
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// Execute the action
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tracker.execute_action(action, 5600.0, 1.0);
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println!("\n=== AFTER EXECUTION ===");
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println!("Cash: ${:.2}", tracker.cash_balance());
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println!("Position: {:.2} contracts", tracker.current_position());
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println!("Portfolio Value: ${:.2}", tracker.total_value(5600.0));
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// Manually calculate what position_delta should have been
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let target_exposure: f32 = 1.0; // Long100
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let max_position: f32 = 1.0;
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let target_position: f32 = target_exposure * max_position; // 1.0
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let clamped_position: f32 = target_position.clamp(-1.0, 1.0); // 1.0
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let initial_position: f32 = 0.0;
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let position_delta: f32 = clamped_position - initial_position; // 1.0 - 0.0 = +1.0
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println!("\n=== MANUAL CALCULATION ===");
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println!("target_position: {:.2}", target_position);
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println!("clamped_position: {:.2}", clamped_position);
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println!("initial_position: {:.2}", initial_position);
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println!("position_delta: {:.2} (should be POSITIVE for buying)", position_delta);
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// Expected behavior:
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// - position_delta = +1.0 (POSITIVE when buying/going long)
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// - Line 268 checks `if position_delta < 0.0` → FALSE
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// - Cash check BYPASSED for buying!
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println!("\n=== SIGN LOGIC ANALYSIS ===");
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if position_delta < 0.0 {
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println!("❌ position_delta < 0.0: Cash check would RUN (but this is a BUY!)");
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} else {
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println!("✅ position_delta >= 0.0: Cash check BYPASSED (THIS IS THE BUG!)");
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}
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// Expected cash after buying 1 contract at $5,600:
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// cash = 100,000 + (+1.0 * 5,600) - transaction_cost
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// But V6 formula says: cash += position_delta * price - cost
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// = 100,000 + (1.0 * 5,600) - cost = 105,600 - cost (ADDS cash when buying!)
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let expected_cash = 100_000.0 - (1.0 * 5600.0) - (1.0 * 5600.0 * 0.0015);
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println!("\n=== EXPECTED VS ACTUAL ===");
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println!("Expected cash (correct): ${:.2}", expected_cash);
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println!("Actual cash: ${:.2}", tracker.cash_balance());
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// The bug: position_delta is POSITIVE when buying, so:
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// 1. Line 268 check fails (position_delta < 0.0 → false)
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// 2. Cash check bypassed
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// 3. Line 310: cash += position_delta * price - cost
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// = 100,000 + (+1.0 * 5,600) - 8.4 = 105,591.60 (ADDS cash!)
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if tracker.cash_balance() > 100_000.0 {
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println!("\n❌ BUG CONFIRMED: Cash INCREASED when buying (should decrease)");
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} else {
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println!("\n✅ Cash correctly decreased when buying");
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}
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}
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#[test]
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fn test_position_delta_sign_when_selling() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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println!("\n=== TEST 2: GOING SHORT ===");
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println!("Initial: FLAT (0 contracts) → Short100 (-1.0 contracts)");
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let action = FactoredAction::new(
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ExposureLevel::Short100, // target_exposure = -1.0
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OrderType::Market,
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Urgency::Normal
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);
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tracker.execute_action(action, 5600.0, 1.0);
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// Calculate position_delta
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let target_exposure: f32 = -1.0; // Short100
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let target_position: f32 = target_exposure * 1.0; // -1.0
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let clamped_position: f32 = target_position.clamp(-1.0, 1.0); // -1.0
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let position_delta: f32 = clamped_position - 0.0; // -1.0 - 0.0 = -1.0
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println!("position_delta: {:.2} (NEGATIVE for selling/going short)", position_delta);
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if position_delta < 0.0 {
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println!("✅ position_delta < 0.0: Cash check would RUN (but this is a SELL, not a BUY!)");
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} else {
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println!("❌ position_delta >= 0.0: Cash check BYPASSED");
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}
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// Expected cash after shorting 1 contract at $5,600:
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// Should GAIN $5,600 minus transaction cost
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let expected_cash = 100_000.0 + (1.0 * 5600.0) - (1.0 * 5600.0 * 0.0015);
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println!("Expected cash: ${:.2}", expected_cash);
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println!("Actual cash: ${:.2}", tracker.cash_balance());
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// Line 310: cash += position_delta * price - cost
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// = 100,000 + (-1.0 * 5,600) - 8.4 = 94,391.60 (SUBTRACTS cash!)
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if tracker.cash_balance() < 100_000.0 {
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println!("❌ BUG CONFIRMED: Cash DECREASED when selling short (should increase)");
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} else {
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println!("✅ Cash correctly increased when selling short");
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}
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}
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