"""Tests for obliteratus.capability_check.""" from __future__ import annotations import json from unittest.mock import MagicMock, patch import pytest class TestCapabilityCheckImport: def test_import(self): from obliteratus.capability_check import capability_check # noqa: F401 def test_quick_subjects_defined(self): from obliteratus.capability_check import QUICK_SUBJECTS assert len(QUICK_SUBJECTS) >= 3 assert all(s.startswith("mmlu_") for s in QUICK_SUBJECTS) class TestRunLmEval: @patch("obliteratus.capability_check.subprocess.run") def test_calls_lm_eval(self, mock_run, tmp_path): from obliteratus.capability_check import _run_lm_eval # Create fake results results_dir = tmp_path / "results" / "fake_model" results_dir.mkdir(parents=True) results_file = results_dir / "results_2026.json" results_file.write_text(json.dumps({ "results": {"mmlu": {"acc,none": 0.85}}, })) mock_run.return_value = MagicMock(returncode=0, stdout="", stderr="") result = _run_lm_eval("fake/model", "mmlu", 5, "cpu", str(tmp_path / "results")) assert result["results"]["mmlu"]["acc,none"] == 0.85 mock_run.assert_called_once() @patch("obliteratus.capability_check.subprocess.run") def test_raises_on_failure(self, mock_run, tmp_path): from obliteratus.capability_check import _run_lm_eval mock_run.return_value = MagicMock(returncode=1, stdout="", stderr="error") with pytest.raises(RuntimeError, match="lm-eval exited"): _run_lm_eval("fake/model", "mmlu", 5, "cpu", str(tmp_path)) class TestCapabilityCheck: @patch("obliteratus.capability_check._run_lm_eval") def test_computes_delta(self, mock_lm_eval, tmp_path): from obliteratus.capability_check import capability_check mock_lm_eval.side_effect = [ {"results": {"mmlu": {"acc,none": 0.81}}}, # abliterated {"results": {"mmlu": {"acc,none": 0.87}}}, # stock ] result = capability_check( "fake/abliterated", "fake/stock", device="cpu", output_dir=str(tmp_path), ) assert result["abliterated_acc"] == 0.81 assert result["stock_acc"] == 0.87 assert result["delta_pp"] == -6.0 @patch("obliteratus.capability_check._run_lm_eval") def test_quick_mode(self, mock_lm_eval, tmp_path): from obliteratus.capability_check import QUICK_SUBJECTS, capability_check mock_lm_eval.side_effect = [ {"results": {s: {"acc,none": 0.8} for s in QUICK_SUBJECTS}}, {"results": {s: {"acc,none": 0.9} for s in QUICK_SUBJECTS}}, ] result = capability_check( "fake/abliterated", "fake/stock", device="cpu", quick=True, output_dir=str(tmp_path), ) assert result["tasks"] == ",".join(QUICK_SUBJECTS) assert abs(result["abliterated_acc"] - 0.8) < 0.01 @patch("obliteratus.capability_check._run_lm_eval") def test_saves_summary(self, mock_lm_eval, tmp_path): from obliteratus.capability_check import capability_check mock_lm_eval.side_effect = [ {"results": {"mmlu": {"acc,none": 0.85}}}, {"results": {"mmlu": {"acc,none": 0.87}}}, ] capability_check( "fake/abliterated", "fake/stock", device="cpu", output_dir=str(tmp_path), ) summary_path = tmp_path / "capability_summary.json" assert summary_path.exists() summary = json.loads(summary_path.read_text()) assert "delta_pp" in summary assert summary["method"] == "lm-eval-harness 0-shot log-likelihood"