The 4-branch DQN (direction x magnitude) had 3 degenerate variants (Short25, Flat, Long25) that all mapped to 0.0 target exposure when direction=Flat, causing 82% Flat collapse. Collapse these into a single Flat variant, giving 7 levels (ShortSmall/Half/Full, Flat, LongSmall/Half/Full) and 63 total factored actions (7x3x3). - ExposureLevel enum: 9 variants -> 7 (add direction/magnitude/from_dir_mag) - FactoredAction: 81 -> 63 total actions, from_index/to_index updated - DQN epsilon-greedy: use from_dir_mag() instead of dir*3+mag indexing - DQN config: num_actions default 9 -> 7 - PPO action space: 45 -> 63 actions, action masking updated - Signal adapter CUDA kernel: 5-bin -> 7-bin exposure aggregation - All tests updated for new variant names and index ranges Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
181 lines
6.6 KiB
Rust
181 lines
6.6 KiB
Rust
#![allow(
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clippy::assertions_on_constants,
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clippy::assertions_on_result_states,
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clippy::clone_on_copy,
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clippy::decimal_literal_representation,
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clippy::doc_markdown,
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clippy::empty_line_after_doc_comments,
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clippy::field_reassign_with_default,
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clippy::get_unwrap,
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clippy::identity_op,
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clippy::inconsistent_digit_grouping,
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clippy::indexing_slicing,
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clippy::integer_division,
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clippy::len_zero,
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clippy::let_underscore_must_use,
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clippy::manual_div_ceil,
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clippy::manual_let_else,
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clippy::manual_range_contains,
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clippy::modulo_arithmetic,
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clippy::needless_range_loop,
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clippy::non_ascii_literal,
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clippy::redundant_clone,
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clippy::shadow_reuse,
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clippy::shadow_same,
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clippy::shadow_unrelated,
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clippy::single_match_else,
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clippy::str_to_string,
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clippy::string_slice,
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clippy::tests_outside_test_module,
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clippy::too_many_lines,
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clippy::unnecessary_wraps,
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clippy::unseparated_literal_suffix,
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clippy::use_debug,
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clippy::useless_vec,
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clippy::wildcard_enum_match_arm,
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clippy::else_if_without_else,
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clippy::expect_used,
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clippy::missing_const_for_fn,
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clippy::similar_names,
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clippy::type_complexity,
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clippy::collapsible_else_if,
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clippy::doc_lazy_continuation,
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clippy::items_after_test_module,
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clippy::map_clone,
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clippy::multiple_unsafe_ops_per_block,
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clippy::unwrap_or_default,
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clippy::assign_op_pattern,
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clippy::needless_borrow,
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clippy::println_empty_string,
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clippy::unnecessary_cast,
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clippy::used_underscore_binding,
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clippy::create_dir,
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clippy::implicit_saturating_sub,
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clippy::exit,
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clippy::expect_fun_call,
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clippy::too_many_arguments,
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clippy::unnecessary_map_or,
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clippy::unwrap_used,
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dead_code,
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unused_imports,
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unused_variables,
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clippy::cloned_ref_to_slice_refs,
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clippy::neg_multiply,
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clippy::while_let_loop,
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clippy::bool_assert_comparison,
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clippy::excessive_precision,
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clippy::trivially_copy_pass_by_ref,
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clippy::op_ref,
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clippy::redundant_closure,
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clippy::unnecessary_lazy_evaluations,
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clippy::if_then_some_else_none,
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clippy::unnecessary_to_owned,
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clippy::single_component_path_imports,
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)]
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#[cfg(test)]
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mod cash_accounting_tests {
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use ml::dqn::portfolio_tracker::PortfolioTracker;
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use ml::dqn::action_space::{FactoredAction, ExposureLevel, OrderType, Urgency};
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#[test]
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fn test_buy_long_decreases_cash() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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let initial_cash = tracker.cash_balance();
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// Buy 1 contract at $5,600 (go from 0 to +1 position)
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let action = FactoredAction::new(ExposureLevel::LongFull, OrderType::Market, Urgency::Normal);
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tracker.execute_action(action, 5600.0, 1.0);
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let final_cash = tracker.cash_balance();
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// Cash should DECREASE when buying
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assert!(final_cash < initial_cash,
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"Cash should decrease when buying. Initial: ${:.2}, Final: ${:.2}",
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initial_cash, final_cash);
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// Should be approximately -$5,608.40 (price + 0.15% market fee)
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let expected_decrease = 5600.0 + (5600.0 * 0.0015);
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let actual_decrease = initial_cash - final_cash;
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assert!((actual_decrease - expected_decrease).abs() < 1.0,
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"Expected decrease: ${:.2}, Actual: ${:.2}",
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expected_decrease, actual_decrease);
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}
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#[test]
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fn test_sell_short_increases_cash() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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let initial_cash = tracker.cash_balance();
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// Sell 1 contract at $5,600 (go from 0 to -1 position)
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let action = FactoredAction::new(ExposureLevel::ShortSmall, OrderType::Market, Urgency::Normal);
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tracker.execute_action(action, 5600.0, 1.0);
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let final_cash = tracker.cash_balance();
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// Cash should INCREASE when selling short
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assert!(final_cash > initial_cash,
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"Cash should increase when selling short. Initial: ${:.2}, Final: ${:.2}",
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initial_cash, final_cash);
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// Should be approximately +$5,591.60 (price - 0.15% market fee)
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let expected_increase = 5600.0 - (5600.0 * 0.0015);
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let actual_increase = final_cash - initial_cash;
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assert!((actual_increase - expected_increase).abs() < 1.0,
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"Expected increase: ${:.2}, Actual: ${:.2}",
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expected_increase, actual_increase);
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}
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#[test]
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fn test_close_long_increases_cash() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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// First, buy 1 contract
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let buy_action = FactoredAction::new(ExposureLevel::LongFull, OrderType::Market, Urgency::Normal);
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tracker.execute_action(buy_action, 5600.0, 1.0);
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let cash_after_buy = tracker.cash_balance();
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// Now close the position (go from +1 to 0)
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let close_action = FactoredAction::new(ExposureLevel::Flat, OrderType::Market, Urgency::Normal);
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tracker.execute_action(close_action, 5650.0, 1.0); // Price increased
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let final_cash = tracker.cash_balance();
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// Cash should increase when closing long position
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assert!(final_cash > cash_after_buy,
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"Cash should increase when closing long. After buy: ${:.2}, After close: ${:.2}",
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cash_after_buy, final_cash);
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}
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#[test]
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fn test_no_free_money_exploit() {
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let mut tracker = PortfolioTracker::new(100_000.0, 0.0001, 1.0);
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let initial_portfolio = tracker.total_value(5600.0);
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// Execute 10 round-trip trades at same price
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for _ in 0..10 {
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// Buy
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let buy = FactoredAction::new(ExposureLevel::LongFull, OrderType::Market, Urgency::Normal);
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tracker.execute_action(buy, 5600.0, 1.0);
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// Sell
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let sell = FactoredAction::new(ExposureLevel::Flat, OrderType::Market, Urgency::Normal);
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tracker.execute_action(sell, 5600.0, 1.0);
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}
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let final_portfolio = tracker.total_value(5600.0);
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// Portfolio should DECREASE due to transaction costs, not increase
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assert!(final_portfolio < initial_portfolio,
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"Portfolio should lose money from transaction costs, not gain. Initial: ${:.2}, Final: ${:.2}",
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initial_portfolio, final_portfolio);
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// Should lose approximately 20 × (5600 × 0.0015) = $168 in fees
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let expected_loss = 20.0 * 5600.0 * 0.0015;
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let actual_loss = initial_portfolio - final_portfolio;
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assert!((actual_loss - expected_loss).abs() < 10.0,
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"Expected loss: ${:.2}, Actual loss: ${:.2}",
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expected_loss, actual_loss);
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}
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}
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