import pytest from scripts.check_evaluation_gate import gate_result def test_evaluation_gate_requires_real_improvement_and_samples() -> None: baseline = {"validation_loss": 3.2, "samples": [{"continuation": "기준"}]} candidate = {"validation_loss": 3.0, "samples": [{"continuation": "개선"}]} result = gate_result( candidate, baseline=baseline, max_loss=3.1, min_improvement=0.1, ) assert result["passed"] is True assert result["loss_improvement"] == pytest.approx(0.2) with pytest.raises(ValueError, match="below required"): gate_result( {"validation_loss": 3.15, "samples": [{}]}, baseline=baseline, min_improvement=0.1, ) with pytest.raises(ValueError, match="no generation samples"): gate_result({"validation_loss": 3.0, "samples": []})