promote residual momentum ranking
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This commit is contained in:
2026-07-02 21:00:39 +02:00
parent 849489a4b5
commit aadec7d403
21 changed files with 310 additions and 185 deletions
+51 -4
View File
@@ -1,4 +1,4 @@
"""Unit tests for the cross-sectional 12-1 momentum ranking."""
"""Unit tests for the cross-sectional activation momentum ranking."""
from __future__ import annotations
@@ -35,6 +35,21 @@ async def _seed(session, symbol: str, rate: float, n: int = 280) -> None:
await session.commit()
async def _seed_closes(session, symbol: str, closes: list[float]) -> None:
t = Ticker(symbol=symbol)
session.add(t)
await session.flush()
base = date(2024, 1, 1)
for i, close in enumerate(closes):
session.add(OHLCVRecord(
ticker_id=t.id,
date=base + timedelta(days=i),
open=close, high=close, low=close, close=close,
volume=1_000_000,
))
await session.commit()
def test_compute_momentum_insufficient_history():
assert ms.compute_12_1_momentum([100.0] * 100) is None
@@ -47,7 +62,11 @@ def test_compute_momentum_value():
assert m > 0
async def test_ranks_universe_into_percentiles(session):
async def test_ranks_universe_into_raw_percentiles_when_benchmark_missing(session, monkeypatch):
async def no_benchmark(_db):
return {}
monkeypatch.setattr(ms, "_load_activation_benchmark", no_benchmark)
await _seed(session, "HIGH", rate=1.010) # strong uptrend → top momentum
await _seed(session, "MID", rate=1.002)
await _seed(session, "LOW", rate=0.999) # declining → bottom momentum
@@ -58,7 +77,31 @@ async def test_ranks_universe_into_percentiles(session):
assert pct["LOW"] == 0.0
async def test_short_history_ticker_is_unranked(session):
async def test_ranks_universe_into_residual_percentiles_when_benchmark_available(session, monkeypatch):
base = date(2024, 1, 1)
n = 280
benchmark = {base + timedelta(days=i): 100.0 * (1.001 ** i) for i in range(n)}
async def with_benchmark(_db):
return benchmark
monkeypatch.setattr(ms, "_load_activation_benchmark", with_benchmark)
market = [benchmark[base + timedelta(days=i)] for i in range(n)]
await _seed_closes(session, "DRIFT", [market[i] * (1.0008 ** i) for i in range(n)])
await _seed_closes(session, "BETA", market)
await _seed_closes(session, "LAG", [market[i] * (0.9992 ** i) for i in range(n)])
pct = await ms.compute_momentum_percentiles(session)
assert pct["DRIFT"] == 100.0
assert pct["BETA"] == 50.0
assert pct["LAG"] == 0.0
async def test_short_history_ticker_is_unranked(session, monkeypatch):
async def no_benchmark(_db):
return {}
monkeypatch.setattr(ms, "_load_activation_benchmark", no_benchmark)
await _seed(session, "LONG", rate=1.005)
await _seed(session, "SHORTHX", rate=1.005, n=100) # < 1y → no momentum
@@ -67,5 +110,9 @@ async def test_short_history_ticker_is_unranked(session):
assert "SHORTHX" not in pct
async def test_empty_universe_returns_empty(session):
async def test_empty_universe_returns_empty(session, monkeypatch):
async def no_benchmark(_db):
return {}
monkeypatch.setattr(ms, "_load_activation_benchmark", no_benchmark)
assert await ms.compute_momentum_percentiles(session) == {}