test(ml-backtesting): Ring 3 production-day replay validation (C17)
Closes the spec §8 Ring 3 deferral. Two integration tests against
FOXHUNT_TEST_DATA real MBP-10 day files:
buy_and_hold_full_day
Walk the first .dbn.zst from open to close; submit a market buy
of 1 lot at the first event, run the full step-loop
(apply_snapshot + step_resting_orders) over every subsequent
event, then close with a market sell at the last event. Assert
realized P&L matches (close_mid - open_mid) within ±2 ticks per
spec slippage budget. Proves the book-walking + position
accounting + step-loop orchestration are wire-level correct
against real data, not just hand-crafted JSON fixtures.
walk_book_one_full_day
Same fixture, no trades — just iterates every event through
apply_snapshot + step_resting_orders and asserts the book
invariants (bid/ask monotonicity, no-crossed-book) hold at every
10_000-event checkpoint across the full day. Stress test of
the kernel against real market microstructure (gaps, locked
markets, regime shifts).
Both tests skip gracefully when FOXHUNT_TEST_DATA is absent OR the
predecoded sidecars are empty (the current 40-byte placeholder
fixtures in test_data/futures-baseline/ES.FUT/*.predecoded.bin will
trigger the skip path; populating those with a real Databento decode
makes both tests fire end-to-end). Ring 3 is operational, not
CI-mandatory.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
180
crates/ml-backtesting/tests/ring3_replay.rs
Normal file
180
crates/ml-backtesting/tests/ring3_replay.rs
Normal file
@@ -0,0 +1,180 @@
|
|||||||
|
//! Ring 3 — production-day replay validation. See real-LOB spec §8 Ring 3.
|
||||||
|
//!
|
||||||
|
//! Two scenarios:
|
||||||
|
//!
|
||||||
|
//! buy_and_hold_full_day
|
||||||
|
//! Walk a populated MBP-10 fixture from first event to last, submit
|
||||||
|
//! a market buy of 1 lot at open, close with a market sell at the
|
||||||
|
//! last event. Assert simulated realized P&L matches
|
||||||
|
//! (close_mid - open_mid) within a slippage budget (a few ticks).
|
||||||
|
//! This proves the book-walking + position accounting + step-loop
|
||||||
|
//! orchestration are wire-level correct against real data, not
|
||||||
|
//! just hand-crafted JSON fixtures.
|
||||||
|
//!
|
||||||
|
//! walk_book_one_full_day
|
||||||
|
//! Same fixture; no trades. Just iterates every event through
|
||||||
|
//! apply_snapshot + step_resting_orders and asserts the LOB never
|
||||||
|
//! violates the bid/ask monotonicity + no-crossed-book invariants
|
||||||
|
//! at any point in the day. A stress test of the kernel against
|
||||||
|
//! real market microstructure (gaps, locked markets, etc).
|
||||||
|
//!
|
||||||
|
//! Both skip gracefully if FOXHUNT_TEST_DATA lacks populated predecoded
|
||||||
|
//! sidecars — the placeholder-empty 40-byte sidecars committed in the
|
||||||
|
//! test fixture tree won't drive these tests, but a real Databento
|
||||||
|
//! decode will. The Ring 3 gate is operational, not CI-mandatory.
|
||||||
|
|
||||||
|
use anyhow::Result;
|
||||||
|
use ml_alpha::data::loader::{
|
||||||
|
discover_mbp10_files_sorted, MultiHorizonLoader, MultiHorizonLoaderConfig,
|
||||||
|
};
|
||||||
|
use ml_backtesting::sim::LobSimCuda;
|
||||||
|
use ml_core::device::MlDevice;
|
||||||
|
use std::path::PathBuf;
|
||||||
|
|
||||||
|
fn try_loader() -> Option<MultiHorizonLoader> {
|
||||||
|
let root = std::env::var("FOXHUNT_TEST_DATA").ok()?;
|
||||||
|
let mbp10 = PathBuf::from(&root).join("ES.FUT");
|
||||||
|
if !mbp10.exists() {
|
||||||
|
return None;
|
||||||
|
}
|
||||||
|
let files = discover_mbp10_files_sorted(&mbp10).ok()?;
|
||||||
|
// Take just the first file to keep the test bounded.
|
||||||
|
let files = files.into_iter().take(1).collect::<Vec<_>>();
|
||||||
|
let cfg = MultiHorizonLoaderConfig {
|
||||||
|
files,
|
||||||
|
predecoded_dir: mbp10.clone(),
|
||||||
|
seq_len: 1,
|
||||||
|
horizons: [30, 100, 300, 1000, 6000],
|
||||||
|
n_max_sequences: 0,
|
||||||
|
seed: 0xCAFE_F00D,
|
||||||
|
decision_stride: 1,
|
||||||
|
inference_only: true,
|
||||||
|
};
|
||||||
|
match MultiHorizonLoader::new(&cfg) {
|
||||||
|
Ok(l) => Some(l),
|
||||||
|
Err(e) => {
|
||||||
|
eprintln!("skipping: fixture data not usable ({e})");
|
||||||
|
None
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn try_device() -> Option<MlDevice> {
|
||||||
|
match MlDevice::cuda(0) {
|
||||||
|
Ok(d) => Some(d),
|
||||||
|
Err(e) => {
|
||||||
|
eprintln!("skipping: cuda device unavailable ({e})");
|
||||||
|
None
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
fn mid_of(raw: &ml_alpha::cfc::snap_features::Mbp10RawInput) -> f32 {
|
||||||
|
(raw.bid_px[0] + raw.ask_px[0]) * 0.5
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
#[ignore = "requires populated FOXHUNT_TEST_DATA"]
|
||||||
|
fn buy_and_hold_full_day() -> Result<()> {
|
||||||
|
let Some(mut loader) = try_loader() else { return Ok(()); };
|
||||||
|
let Some(dev) = try_device() else { return Ok(()); };
|
||||||
|
let mut sim = LobSimCuda::new(1, &dev)?;
|
||||||
|
|
||||||
|
// Snapshot the OPENING price as soon as we see the first event.
|
||||||
|
let first = match loader.next_inference_input()? {
|
||||||
|
Some(r) => r,
|
||||||
|
None => {
|
||||||
|
eprintln!("skipping: empty stream");
|
||||||
|
return Ok(());
|
||||||
|
}
|
||||||
|
};
|
||||||
|
sim.apply_snapshot(&first.bid_px, &first.bid_sz, &first.ask_px, &first.ask_sz)?;
|
||||||
|
let open_mid = mid_of(&first);
|
||||||
|
// Aggressive buy 1 lot at the open's best ask.
|
||||||
|
sim.submit_market(0, 0 /*buy*/, 1, first.ts_ns)?;
|
||||||
|
|
||||||
|
let pos_after_open = sim.read_pos(0)?;
|
||||||
|
assert_eq!(
|
||||||
|
pos_after_open.position_lots, 1,
|
||||||
|
"open buy didn't fill (likely fixture data has zero ask depth)"
|
||||||
|
);
|
||||||
|
let entry_vwap = pos_after_open.vwap_entry;
|
||||||
|
|
||||||
|
// Walk every subsequent event through book_update + resting_orders.
|
||||||
|
let mut last_raw = first;
|
||||||
|
let mut event_count = 1u64;
|
||||||
|
while let Some(raw) = loader.next_inference_input()? {
|
||||||
|
sim.apply_snapshot(&raw.bid_px, &raw.bid_sz, &raw.ask_px, &raw.ask_sz)?;
|
||||||
|
sim.step_resting_orders(raw.ts_ns, raw.trade_signed_vol)?;
|
||||||
|
event_count += 1;
|
||||||
|
last_raw = raw;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Close at the last event: aggressive sell 1 lot.
|
||||||
|
sim.submit_market(0, 1 /*sell*/, 1, last_raw.ts_ns)?;
|
||||||
|
let final_pos = sim.read_pos(0)?;
|
||||||
|
assert_eq!(
|
||||||
|
final_pos.position_lots, 0,
|
||||||
|
"close sell didn't fully unwind position"
|
||||||
|
);
|
||||||
|
|
||||||
|
let close_mid = mid_of(&last_raw);
|
||||||
|
let expected_pnl_price_units = close_mid - open_mid;
|
||||||
|
let realized = final_pos.realized_pnl;
|
||||||
|
let drift_ticks = (realized - expected_pnl_price_units).abs() / 0.25;
|
||||||
|
|
||||||
|
eprintln!(
|
||||||
|
"ring3 buy_and_hold: events={} entry_vwap={:.2} open_mid={:.2} close_mid={:.2} expected_pnl={:.4} realized={:.4} drift_ticks={:.2}",
|
||||||
|
event_count, entry_vwap, open_mid, close_mid, expected_pnl_price_units, realized, drift_ticks
|
||||||
|
);
|
||||||
|
|
||||||
|
// Slippage budget: ±2 ticks (= 0.5 price units) per spec §8 Ring 3.
|
||||||
|
// The simulator's market-order path walks the book at both ends, so
|
||||||
|
// the difference vs mid-to-mid pricing accumulates the open-side
|
||||||
|
// half-spread + the close-side half-spread, plus any in-day book
|
||||||
|
// movement we observed via realized_pnl bookkeeping.
|
||||||
|
assert!(
|
||||||
|
drift_ticks <= 2.0,
|
||||||
|
"realized P&L drift {drift_ticks:.2} ticks > 2-tick budget — sim books vs hand-computed mid diverge"
|
||||||
|
);
|
||||||
|
Ok(())
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
#[ignore = "requires populated FOXHUNT_TEST_DATA"]
|
||||||
|
fn walk_book_one_full_day() -> Result<()> {
|
||||||
|
let Some(mut loader) = try_loader() else { return Ok(()); };
|
||||||
|
let Some(dev) = try_device() else { return Ok(()); };
|
||||||
|
let mut sim = LobSimCuda::new(1, &dev)?;
|
||||||
|
|
||||||
|
let mut event_count = 0u64;
|
||||||
|
while let Some(raw) = loader.next_inference_input()? {
|
||||||
|
sim.apply_snapshot(&raw.bid_px, &raw.bid_sz, &raw.ask_px, &raw.ask_sz)?;
|
||||||
|
sim.step_resting_orders(raw.ts_ns, raw.trade_signed_vol)?;
|
||||||
|
event_count += 1;
|
||||||
|
|
||||||
|
// Spot-check invariants every 10_000 events to bound test time.
|
||||||
|
if event_count % 10_000 == 0 {
|
||||||
|
let books = sim.read_books()?;
|
||||||
|
for (b, book) in books.iter().enumerate() {
|
||||||
|
for k in 1..10 {
|
||||||
|
assert!(
|
||||||
|
book.bid_px[k] <= book.bid_px[k - 1] + 1e-4,
|
||||||
|
"event {event_count} backtest {b}: bid monotonicity violated at level {k}"
|
||||||
|
);
|
||||||
|
assert!(
|
||||||
|
book.ask_px[k] >= book.ask_px[k - 1] - 1e-4,
|
||||||
|
"event {event_count} backtest {b}: ask monotonicity violated at level {k}"
|
||||||
|
);
|
||||||
|
}
|
||||||
|
assert!(
|
||||||
|
book.ask_px[0] > book.bid_px[0],
|
||||||
|
"event {event_count} backtest {b}: crossed book"
|
||||||
|
);
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
eprintln!("ring3 walk_book: walked {event_count} events without invariant violation");
|
||||||
|
assert!(event_count > 0, "fixture produced no events");
|
||||||
|
Ok(())
|
||||||
|
}
|
||||||
Reference in New Issue
Block a user