test: define reproducible risk snapshot contract

This commit is contained in:
ao gong
2026-08-21 23:24:41 +08:00
parent a3cefe364d
commit a5dc04bf7e
2 changed files with 127 additions and 0 deletions
+49
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@@ -8,6 +8,7 @@ import pytest
from quant_engine.risk import (
ComponentRiskResult,
CovarianceSnapshot,
component_var,
labeled_component_risk,
marginal_risk_contribution,
@@ -15,6 +16,54 @@ from quant_engine.risk import (
)
def test_covariance_snapshot_is_validated_and_immutable_by_interface() -> None:
covariance = pd.DataFrame(
[[0.04, 0.01], [0.01, 0.09]],
index=["A", "B"],
columns=["A", "B"],
)
snapshot = CovarianceSnapshot(
snapshot_id="cov-20260107-v1",
as_of_date="2026-01-07",
covariance=covariance,
return_frequency="1d",
periods_per_year=252,
)
covariance.loc["A", "A"] = 999.0
leaked_copy = snapshot.covariance
leaked_copy.loc["B", "B"] = 999.0
assert snapshot.as_of_date == pd.Timestamp("2026-01-07").date()
assert snapshot.covariance.loc["A", "A"] == pytest.approx(0.04)
assert snapshot.covariance.loc["B", "B"] == pytest.approx(0.09)
@pytest.mark.parametrize(
("kwargs", "message"),
[
({"snapshot_id": ""}, "snapshot_id"),
({"return_frequency": ""}, "return_frequency"),
({"periods_per_year": 0}, "periods_per_year"),
],
)
def test_covariance_snapshot_rejects_incomplete_identity(
kwargs: dict[str, object],
message: str,
) -> None:
values: dict[str, object] = {
"snapshot_id": "cov-20260107-v1",
"as_of_date": "2026-01-07",
"covariance": pd.DataFrame([[0.04]], index=["A"], columns=["A"]),
"return_frequency": "1d",
"periods_per_year": 252,
}
values.update(kwargs)
with pytest.raises((TypeError, ValueError), match=message):
CovarianceSnapshot(**values)
def test_risk_contribution_sums_to_one_for_positive_portfolio_variance() -> None:
weights = np.array([0.5, 0.5])
covariance = np.diag([1.0, 4.0])