File size: 2,082 Bytes
10979b5 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 | from __future__ import annotations
import sys
from pathlib import Path
SCRIPTS = Path(__file__).resolve().parents[1] / "scripts"
if str(SCRIPTS) not in sys.path:
sys.path.insert(0, str(SCRIPTS))
from merge_e1_trained_features import _nonfinite_diagnostics
from run_e1_trained_features import _aggregate
def test_aggregate_ignores_nonfinite_and_records_counts() -> None:
rows = [
{"gate": "identity", "value": 2.0},
{"gate": "identity", "value": float("nan")},
{"gate": "identity", "value": float("inf")},
{"gate": "identity", "value": None},
]
result = _aggregate(rows, ("gate",), ("value",))[0]
assert result["value_mean"] == 2.0
assert result["value_std"] == 0.0
assert result["value_finite_count"] == 1
assert result["value_nonfinite_count"] == 2
assert result["value_missing_count"] == 1
def test_aggregate_all_nonfinite_returns_null_not_zero() -> None:
rows = [
{"layer": "stage3", "value": float("nan")},
{"layer": "stage3", "value": -float("inf")},
]
result = _aggregate(rows, ("layer",), ("value",))[0]
assert result["value_mean"] is None
assert result["value_std"] is None
assert result["value_finite_count"] == 0
assert result["value_nonfinite_count"] == 2
def test_nonfinite_diagnostic_serializes_values_as_strings() -> None:
cells, summary = _nonfinite_diagnostics(
{
"feature_metrics": [
{
"gate": "identity",
"seed": 2,
"cutoff": 0.25,
"layer": "stage3",
"centroid": float("nan"),
"energy": float("inf"),
"finite": 1.0,
}
]
}
)
assert {cell["nonfinite_value"] for cell in cells} == {"nan", "inf"}
assert all(not isinstance(cell["nonfinite_value"], float) for cell in cells)
assert len(summary) == 1
assert summary[0]["nonfinite_field_count"] == 2
assert summary[0]["nonfinite_metrics"] == "centroid;energy"
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