mirror of https://github.com/razor-ai/soup.git
1050 lines
40 KiB
Python
1050 lines
40 KiB
Python
"""v0.56.0 — `soup diagnose` post-training model report card.
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Six failure-mode probes (forgetting / refusal / format / mode_collapse /
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memorization / contamination) + FailureReport + SVG badge + CLI + train
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--diagnose-gate. All probes are tested with caller-supplied generator
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closures so the suite is GPU-free.
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"""
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from __future__ import annotations
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import dataclasses
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import json
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import os
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import re
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from pathlib import Path
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import pytest
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from typer.testing import CliRunner
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from soup_cli import __version__
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from soup_cli.cli import app
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from soup_cli.utils.diagnose import (
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FAILURE_MODES,
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FailureReport,
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FailureScore,
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classify_score,
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compose_report,
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overall_verdict,
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)
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from soup_cli.utils.diagnose.badge import render_badge_svg
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from soup_cli.utils.diagnose.contamination import score_contamination
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from soup_cli.utils.diagnose.forgetting import score_forgetting
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from soup_cli.utils.diagnose.format import (
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is_valid_json,
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is_valid_tool_call,
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matches_regex,
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score_format,
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)
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from soup_cli.utils.diagnose.memorization import score_memorization, split_prefix
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from soup_cli.utils.diagnose.mode_collapse import score_mode_collapse
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from soup_cli.utils.diagnose.refusal import looks_like_refusal, score_refusal
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from soup_cli.utils.diagnose.report import THRESHOLDS
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from soup_cli.utils.diagnose.report import classify_score as classify_v2
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from soup_cli.utils.diagnose.runner import (
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build_report,
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write_report,
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)
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from soup_cli.utils.diagnose.runner import (
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diagnose as diagnose_sdk,
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)
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runner = CliRunner()
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# Capture project root at import time so source-grep tests survive the
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# tmp_path os.chdir calls earlier in the suite.
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_PROJECT_ROOT = Path(__file__).resolve().parent.parent
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# Rich's CliRunner output carries ANSI escapes on CI; strip before
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# substring assertions because Rich wraps long-option strings — e.g.
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# `--badge` is rendered as `-\x1b[0m\x1b[1;36m-badge`, breaking a naive
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# `"--badge" in result.output` check (v0.55.0 CI fix policy).
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_ANSI_RE = re.compile(r"\x1b\[[0-9;]*m")
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def _strip_ansi(text: str) -> str:
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return _ANSI_RE.sub("", text or "")
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# --- report dataclasses + classify_score ----------------------------------
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class TestClassifyScore:
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@pytest.mark.parametrize(
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"score,expected",
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[(1.0, "OK"), (0.85, "OK"), (0.84, "MINOR"), (0.60, "MINOR"),
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(0.59, "MAJOR"), (0.0, "MAJOR")],
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)
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def test_thresholds(self, score: float, expected: str) -> None:
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assert classify_score(score) == expected
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assert classify_v2(score) == expected
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@pytest.mark.parametrize("bad", [True, False])
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def test_rejects_bool(self, bad: object) -> None:
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with pytest.raises(TypeError):
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classify_score(bad)
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def test_rejects_nan(self) -> None:
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with pytest.raises(ValueError, match="finite"):
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classify_score(float("nan"))
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def test_rejects_inf(self) -> None:
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with pytest.raises(ValueError, match="finite"):
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classify_score(float("inf"))
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@pytest.mark.parametrize("bad", [-0.01, 1.01, 2.0, -1.0])
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def test_rejects_out_of_range(self, bad: float) -> None:
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with pytest.raises(ValueError, match=r"\[0, 1\]"):
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classify_score(bad)
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def test_rejects_non_numeric(self) -> None:
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with pytest.raises(TypeError):
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classify_score("0.5") # type: ignore[arg-type]
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def test_thresholds_proxy_keys(self) -> None:
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assert THRESHOLDS["ok"] == 0.85
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assert THRESHOLDS["minor"] == 0.60
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with pytest.raises(TypeError):
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THRESHOLDS["ok"] = 0.5 # type: ignore[index]
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class TestFailureScore:
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def test_frozen(self) -> None:
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sc = FailureScore(mode="forgetting", score=1.0, verdict="OK", evidence="x")
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with pytest.raises(dataclasses.FrozenInstanceError):
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sc.score = 0.5 # type: ignore[misc]
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def test_unknown_mode_rejected(self) -> None:
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with pytest.raises(ValueError, match="unknown failure mode"):
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FailureScore(mode="not_a_mode", score=1.0, verdict="OK", evidence="x")
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def test_verdict_must_match_score(self) -> None:
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with pytest.raises(ValueError, match="disagrees"):
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FailureScore(
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mode="forgetting", score=0.10, verdict="OK", evidence="x"
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)
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def test_evidence_null_byte(self) -> None:
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with pytest.raises(ValueError, match="null"):
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FailureScore(
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mode="forgetting", score=1.0, verdict="OK", evidence="x\x00y"
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)
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def test_evidence_oversize(self) -> None:
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with pytest.raises(ValueError, match="too long"):
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FailureScore(
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mode="forgetting", score=1.0, verdict="OK", evidence="a" * 5000
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)
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def test_evidence_must_be_str(self) -> None:
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with pytest.raises(TypeError):
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FailureScore(
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mode="forgetting", score=1.0, verdict="OK", evidence=123 # type: ignore[arg-type]
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)
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class TestFailureReport:
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def _scores(self) -> dict:
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return {
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mode: FailureScore(mode=mode, score=1.0, verdict="OK", evidence="ok")
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for mode in FAILURE_MODES
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}
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def test_compose_and_overall(self) -> None:
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report = compose_report(
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run_id="r1", base="b", adapter="a", scores=self._scores()
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)
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assert report.overall == "OK"
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assert set(report.scores.keys()) == set(FAILURE_MODES)
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def test_overall_major_wins(self) -> None:
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scores = self._scores()
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scores["refusal"] = FailureScore(
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mode="refusal", score=0.10, verdict="MAJOR", evidence="bad"
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)
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report = compose_report(run_id="r1", base="b", adapter="a", scores=scores)
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assert report.overall == "MAJOR"
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def test_overall_minor_promotes(self) -> None:
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scores = self._scores()
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scores["format"] = FailureScore(
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mode="format", score=0.70, verdict="MINOR", evidence="meh"
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)
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report = compose_report(run_id="r1", base="b", adapter="a", scores=scores)
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assert report.overall == "MINOR"
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def test_unknown_mode_key_rejected(self) -> None:
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scores = self._scores()
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bad = FailureScore(mode="forgetting", score=1.0, verdict="OK", evidence="x")
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# Build a dict whose KEY says "alien" but value is a real mode.
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scores_bad = dict(scores)
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scores_bad["alien"] = bad
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with pytest.raises(ValueError, match="unknown failure mode key"):
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compose_report(run_id="r1", base="b", adapter="a", scores=scores_bad)
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def test_score_mode_mismatch_rejected(self) -> None:
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scores = self._scores()
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scores["forgetting"] = FailureScore(
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mode="refusal", score=1.0, verdict="OK", evidence="x"
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)
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with pytest.raises(ValueError, match="mismatch"):
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compose_report(run_id="r1", base="b", adapter="a", scores=scores)
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def test_null_byte_in_run_id_rejected(self) -> None:
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with pytest.raises(ValueError, match="null"):
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compose_report(run_id="r1\x00", base="b", adapter="a", scores=self._scores())
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def test_oversize_base_rejected(self) -> None:
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with pytest.raises(ValueError, match="too long"):
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compose_report(
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run_id="r1", base="x" * 1000, adapter="a", scores=self._scores()
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)
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def test_frozen(self) -> None:
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report = compose_report(
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run_id="r1", base="b", adapter="a", scores=self._scores()
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)
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with pytest.raises(dataclasses.FrozenInstanceError):
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report.overall = "MAJOR" # type: ignore[misc]
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def test_to_dict_serialisable(self) -> None:
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report = compose_report(
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run_id="r1", base="b", adapter="a", scores=self._scores()
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)
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payload = report.to_dict()
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# Round-trip through json + allow_nan=False.
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json.dumps(payload, allow_nan=False)
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assert payload["overall"] == "OK"
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assert set(payload["scores"]) == set(FAILURE_MODES)
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def test_scores_immutable(self) -> None:
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report = compose_report(
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run_id="r1", base="b", adapter="a", scores=self._scores()
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)
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with pytest.raises(TypeError):
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report.scores["forgetting"] = "evil" # type: ignore[index]
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class TestOverallVerdict:
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def test_empty_ok(self) -> None:
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assert overall_verdict({}) == "OK"
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def test_non_mapping_rejected(self) -> None:
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with pytest.raises(TypeError):
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overall_verdict([]) # type: ignore[arg-type]
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def test_non_score_entry_rejected(self) -> None:
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with pytest.raises(TypeError):
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overall_verdict({"forgetting": "OK"}) # type: ignore[dict-item]
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# --- 6 probe modules -------------------------------------------------------
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class TestForgetting:
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def test_no_shared_tasks_returns_ok(self) -> None:
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score = score_forgetting({"mmlu": 0.5}, {"hellaswag": 0.5})
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assert score.verdict == "OK"
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assert "no shared tasks" in score.evidence
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def test_perfect_preservation(self) -> None:
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score = score_forgetting({"mmlu": 0.5}, {"mmlu": 0.5})
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assert score.verdict == "OK"
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assert score.score == pytest.approx(1.0)
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def test_within_tolerance(self) -> None:
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score = score_forgetting({"mmlu": 0.5}, {"mmlu": 0.49}, tolerance=0.02)
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assert score.verdict == "OK"
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def test_major_regression(self) -> None:
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score = score_forgetting({"mmlu": 0.9}, {"mmlu": 0.1}, tolerance=0.01)
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assert score.verdict == "MAJOR"
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assert "mmlu" in score.evidence
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def test_bool_tolerance_rejected(self) -> None:
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with pytest.raises(TypeError):
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score_forgetting({"mmlu": 0.5}, {"mmlu": 0.5}, tolerance=True)
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def test_tolerance_out_of_range(self) -> None:
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with pytest.raises(ValueError, match=r"\[0, 1\]"):
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score_forgetting({"mmlu": 0.5}, {"mmlu": 0.5}, tolerance=2.0)
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def test_non_mapping_rejected(self) -> None:
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with pytest.raises(TypeError):
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score_forgetting([], {"mmlu": 0.5}) # type: ignore[arg-type]
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class TestRefusal:
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def test_refusal_detector(self) -> None:
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assert looks_like_refusal("I cannot help with that.")
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assert looks_like_refusal("Sorry, but I am unable to comply.")
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assert looks_like_refusal("As an AI language model, I refuse to answer.")
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assert not looks_like_refusal("Sure! Here is the answer.")
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assert not looks_like_refusal(None) # type: ignore[arg-type]
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assert not looks_like_refusal("ok\x00bad")
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def test_perfect_match(self) -> None:
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# Both base and adapter refuse on every harmful prompt and answer
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# every benign prompt — zero delta.
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base = lambda p: "I cannot help" if "harm" in p else "Sure!" # noqa: E731
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adapter = base
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score = score_refusal(["harm1", "harm2"], ["ben1", "ben2"], base, adapter)
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assert score.verdict == "OK"
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assert score.score == pytest.approx(1.0)
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def test_major_drift(self) -> None:
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base = lambda p: "I cannot help" # noqa: E731
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adapter = lambda p: "Sure!" # noqa: E731
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score = score_refusal(["x"], ["y"], base, adapter)
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# Both harmful and benign deltas = 1.0 → score 0.0
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assert score.verdict == "MAJOR"
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def test_generator_must_return_str(self) -> None:
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with pytest.raises(TypeError):
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score_refusal(["x"], [], lambda p: 42, lambda p: "ok") # type: ignore[return-value]
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class TestFormat:
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def test_json_valid_detector(self) -> None:
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assert is_valid_json('{"a": 1}')
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assert not is_valid_json("{not json}")
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assert not is_valid_json("x\x00")
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assert not is_valid_json(None) # type: ignore[arg-type]
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def test_regex_detector(self) -> None:
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assert matches_regex("abc123", r"\d+")
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assert not matches_regex("abc", r"\d+")
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assert not matches_regex("ok", "(?:") # bad regex → False
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def test_tool_call_detector(self) -> None:
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assert is_valid_tool_call('{"tool_calls": [{"name": "x"}]}')
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assert not is_valid_tool_call('{"tool_calls": []}')
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assert not is_valid_tool_call('{"other": 1}')
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def test_score_json(self) -> None:
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score = score_format(["p1", "p2"], lambda p: '{"x": 1}', kind="json")
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assert score.verdict == "OK"
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assert score.score == pytest.approx(1.0)
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def test_score_regex_requires_pattern(self) -> None:
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with pytest.raises(ValueError, match="regex_pattern"):
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score_format(["p"], lambda p: "x", kind="regex")
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def test_unknown_kind_rejected(self) -> None:
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with pytest.raises(ValueError, match="kind must be"):
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score_format(["p"], lambda p: "x", kind="alien")
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def test_empty_prompts_ok(self) -> None:
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score = score_format([], lambda p: "x", kind="json")
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assert score.verdict == "OK"
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assert "nothing to check" in score.evidence
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def test_major_when_all_invalid(self) -> None:
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score = score_format(["p"] * 5, lambda p: "not json", kind="json")
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assert score.verdict == "MAJOR"
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class TestModeCollapse:
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def test_diverse_outputs_ok(self) -> None:
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templates = [
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"the quick brown fox jumps over lazy dogs",
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"I prefer my coffee strong with two sugars",
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"yesterday morning a strange parcel arrived early",
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"rocket launches require months of careful preparation",
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]
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def multi(_prompt: str, k: int) -> list:
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return templates[:k]
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score = score_mode_collapse(["p"], multi, k=4, ngram_n=2)
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assert score.verdict == "OK"
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def test_collapsed_outputs_major(self) -> None:
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multi = lambda p, k: ["same exact reply here"] * k # noqa: E731
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score = score_mode_collapse(["p"], multi, k=4)
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assert score.verdict == "MAJOR"
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def test_k_must_be_two_plus(self) -> None:
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with pytest.raises(ValueError, match=r"k must be in"):
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score_mode_collapse(["p"], lambda p, k: ["x"], k=1)
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def test_bool_k_rejected(self) -> None:
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with pytest.raises(TypeError):
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score_mode_collapse(["p"], lambda p, k: ["x", "y"], k=True)
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def test_must_be_callable(self) -> None:
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with pytest.raises(TypeError):
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score_mode_collapse(["p"], "not_callable") # type: ignore[arg-type]
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def test_generator_must_return_sequence(self) -> None:
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with pytest.raises(TypeError):
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score_mode_collapse(
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["p"], lambda p, k: "string_not_seq"
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) # type: ignore[return-value]
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def test_empty_prompts(self) -> None:
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score = score_mode_collapse([], lambda p, k: ["x", "y"], k=2)
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assert score.verdict == "OK"
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class TestMemorization:
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def test_split_prefix(self) -> None:
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prefix, suffix = split_prefix("one two three four", fraction=0.5)
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assert prefix.split() == ["one", "two"]
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assert suffix.split() == ["three", "four"]
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def test_split_empty(self) -> None:
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assert split_prefix("") == ("", "")
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def test_no_memorization(self) -> None:
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rows = [{"text": "alpha beta gamma delta epsilon"}]
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gen = lambda p: "completely unrelated reply here" # noqa: E731
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score = score_memorization(rows, gen, prefix_fraction=0.4)
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assert score.verdict == "OK"
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def test_full_memorization(self) -> None:
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rows = [{"text": "alpha beta gamma delta epsilon zeta"}]
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# Generator echoes the suffix verbatim → MAJOR.
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gen = lambda p: "gamma delta epsilon zeta" # noqa: E731
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score = score_memorization(rows, gen, prefix_fraction=0.4, echo_threshold=0.5)
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assert score.verdict == "MAJOR"
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def test_skips_rows_without_text(self) -> None:
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rows = [{"not_text": "x"}, "not_a_dict"]
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score = score_memorization(rows, lambda p: "x")
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assert score.verdict == "OK"
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assert "no rows" in score.evidence
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def test_too_many_rows_rejected(self) -> None:
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with pytest.raises(ValueError, match="too many"):
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score_memorization([{"text": "x"}] * 5_001, lambda p: "x")
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class TestContamination:
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def test_clean(self) -> None:
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training = [{"text": "unique training content alpha beta gamma"}]
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benchmark = ["totally different benchmark text here"]
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score = score_contamination(training, benchmark, n=3, threshold=0.5)
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assert score.verdict == "OK"
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def test_contaminated(self) -> None:
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text = "alpha beta gamma delta epsilon zeta eta theta iota kappa"
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training = [{"text": text}]
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benchmark = [text] # identical
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score = score_contamination(training, benchmark, n=3, threshold=0.5)
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assert score.verdict == "MAJOR"
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def test_empty_benchmark_ok(self) -> None:
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score = score_contamination([{"text": "x"}], [])
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assert score.verdict == "OK"
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def test_benchmark_dict_rows(self) -> None:
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text = "alpha beta gamma delta epsilon zeta eta theta iota kappa"
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score = score_contamination(
|
|
[{"text": text}], [{"text": text}], n=3, threshold=0.5
|
|
)
|
|
assert score.verdict == "MAJOR"
|
|
|
|
def test_bool_n_rejected(self) -> None:
|
|
with pytest.raises(TypeError):
|
|
score_contamination([{"text": "x"}], ["y"], n=True)
|
|
|
|
def test_oversize_training_rejected(self) -> None:
|
|
with pytest.raises(ValueError, match="too many training"):
|
|
score_contamination([{"text": "x"}] * 100_001, [{"text": "y"}])
|
|
|
|
def test_no_scannable_training(self) -> None:
|
|
score = score_contamination([{"not_text": "x"}], ["y"], n=3)
|
|
assert score.verdict == "OK"
|
|
|
|
|
|
# --- runner + write_report -------------------------------------------------
|
|
|
|
|
|
class TestRunner:
|
|
def test_build_report_fills_missing(self) -> None:
|
|
scores = {
|
|
"forgetting": FailureScore(
|
|
mode="forgetting", score=1.0, verdict="OK", evidence="x"
|
|
)
|
|
}
|
|
report = build_report(
|
|
run_id="r1", base="b", adapter="a", scores=scores
|
|
)
|
|
assert set(report.scores.keys()) == set(FAILURE_MODES)
|
|
for mode in FAILURE_MODES:
|
|
if mode != "forgetting":
|
|
assert "probe not run" in report.scores[mode].evidence
|
|
|
|
def test_scores_type_validated(self) -> None:
|
|
with pytest.raises(TypeError):
|
|
build_report(
|
|
run_id="r1", base="b", adapter="a",
|
|
scores={"forgetting": "not a score"}, # type: ignore[dict-item]
|
|
)
|
|
|
|
def test_diagnose_sdk(self) -> None:
|
|
report = diagnose_sdk(run_id="r1", base="b", adapter="a")
|
|
assert isinstance(report, FailureReport)
|
|
assert report.overall == "OK"
|
|
|
|
def test_write_report_atomic(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
report = diagnose_sdk(run_id="r1", base="b", adapter="a")
|
|
path = tmp_path / "diagnose.json"
|
|
result = write_report(report, str(path))
|
|
assert os.path.exists(result)
|
|
with open(result, encoding="utf-8") as handle:
|
|
payload = json.load(handle)
|
|
assert payload["run_id"] == "r1"
|
|
assert set(payload["scores"]) == set(FAILURE_MODES)
|
|
|
|
def test_write_report_outside_cwd_rejected(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
report = diagnose_sdk(run_id="r1", base="b", adapter="a")
|
|
outside = os.path.realpath(os.path.join(tmp_path, "..", "evil.json"))
|
|
with pytest.raises(ValueError, match="cwd"):
|
|
write_report(report, outside)
|
|
|
|
@pytest.mark.skipif(os.name == "nt", reason="POSIX symlink semantics")
|
|
def test_write_report_symlink_rejected(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
target = tmp_path / "real.json"
|
|
target.write_text("{}", encoding="utf-8")
|
|
link = tmp_path / "link.json"
|
|
os.symlink(target, link)
|
|
report = diagnose_sdk(run_id="r1", base="b", adapter="a")
|
|
with pytest.raises(ValueError, match="symlink"):
|
|
write_report(report, str(link))
|
|
|
|
|
|
# --- badge SVG -------------------------------------------------------------
|
|
|
|
|
|
class TestBadge:
|
|
def test_renders_svg(self) -> None:
|
|
report = diagnose_sdk(run_id="r1", base="b", adapter="my-adapter")
|
|
svg = render_badge_svg(report)
|
|
assert svg.startswith("<svg ")
|
|
assert "OK" in svg
|
|
assert "my-adapter" in svg
|
|
# All 6 modes appear as labels (with underscores → spaces).
|
|
for mode in FAILURE_MODES:
|
|
assert mode.replace("_", " ") in svg
|
|
|
|
def test_escapes_user_text(self) -> None:
|
|
report = compose_report(
|
|
run_id="r1", base="b", adapter='<script>alert(1)</script>',
|
|
scores={
|
|
mode: FailureScore(mode=mode, score=1.0, verdict="OK", evidence="x")
|
|
for mode in FAILURE_MODES
|
|
},
|
|
)
|
|
svg = render_badge_svg(report)
|
|
assert "<script>" not in svg
|
|
assert "<script>" in svg
|
|
|
|
def test_requires_report_type(self) -> None:
|
|
with pytest.raises(TypeError):
|
|
render_badge_svg({"not": "a report"}) # type: ignore[arg-type]
|
|
|
|
|
|
# --- registry artifact kind -----------------------------------------------
|
|
|
|
|
|
class TestRegistryKind:
|
|
def test_diagnose_report_in_valid_kinds(self) -> None:
|
|
from soup_cli.registry.store import _VALID_KINDS
|
|
|
|
assert "diagnose_report" in _VALID_KINDS
|
|
|
|
|
|
# --- CLI -------------------------------------------------------------------
|
|
|
|
|
|
class TestCli:
|
|
def test_diagnose_in_help(self) -> None:
|
|
result = runner.invoke(app, ["--help"])
|
|
assert result.exit_code == 0
|
|
assert "diagnose" in _strip_ansi(result.output)
|
|
|
|
def test_diagnose_help(self) -> None:
|
|
result = runner.invoke(app, ["diagnose", "--help"])
|
|
assert result.exit_code == 0
|
|
assert "--badge" in _strip_ansi(result.output)
|
|
assert "--output" in _strip_ansi(result.output)
|
|
assert "--evidence" in _strip_ansi(result.output)
|
|
|
|
def test_diagnose_neutral_run(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
result = runner.invoke(app, ["diagnose", "myrun"])
|
|
assert result.exit_code == 0, (result.output, repr(result.exception))
|
|
for mode in FAILURE_MODES:
|
|
assert mode in _strip_ansi(result.output)
|
|
|
|
def test_diagnose_writes_output(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
out = tmp_path / "diag.json"
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--output", str(out)]
|
|
)
|
|
assert result.exit_code == 0, (result.output, repr(result.exception))
|
|
with open(out, encoding="utf-8") as handle:
|
|
payload = json.load(handle)
|
|
assert payload["overall"] == "OK"
|
|
|
|
def test_diagnose_badge_svg(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
badge = tmp_path / "diag.svg"
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--badge", str(badge)]
|
|
)
|
|
assert result.exit_code == 0, (result.output, repr(result.exception))
|
|
svg = badge.read_text(encoding="utf-8")
|
|
assert svg.startswith("<svg")
|
|
|
|
def test_diagnose_evidence_with_major_exit_2(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
evidence = tmp_path / "ev.json"
|
|
evidence.write_text(
|
|
json.dumps(
|
|
{
|
|
"scores": {
|
|
"refusal": {
|
|
"score": 0.1,
|
|
"verdict": "MAJOR",
|
|
"evidence": "broke safety",
|
|
}
|
|
}
|
|
}
|
|
),
|
|
encoding="utf-8",
|
|
)
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--evidence", str(evidence)]
|
|
)
|
|
# Exit 2 on MAJOR overall.
|
|
assert result.exit_code == 2, (result.output, repr(result.exception))
|
|
assert "MAJOR" in _strip_ansi(result.output)
|
|
|
|
def test_diagnose_evidence_outside_cwd(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
outside = os.path.realpath(os.path.join(tmp_path, "..", "evil.json"))
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--evidence", outside]
|
|
)
|
|
assert result.exit_code == 1
|
|
|
|
def test_diagnose_attach_to_registry_without_output_warns(
|
|
self, tmp_path: Path
|
|
) -> None:
|
|
os.chdir(tmp_path)
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--attach-to-registry", "abc"]
|
|
)
|
|
assert result.exit_code == 0
|
|
assert "needs --output" in _strip_ansi(result.output)
|
|
|
|
def test_diagnose_run_id_oversize(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
result = runner.invoke(app, ["diagnose", "x" * 600])
|
|
assert result.exit_code != 0
|
|
|
|
def test_diagnose_run_id_null_byte(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
result = runner.invoke(app, ["diagnose", "x\x00y"])
|
|
assert result.exit_code != 0
|
|
|
|
|
|
# --- train --diagnose-gate ------------------------------------------------
|
|
|
|
|
|
class TestTrainDiagnoseGate:
|
|
def test_help_lists_flag(self) -> None:
|
|
result = runner.invoke(app, ["train", "--help"])
|
|
assert result.exit_code == 0
|
|
assert "--diagnose-gate" in _strip_ansi(result.output)
|
|
|
|
def test_run_diagnose_gate_helper_major_exits(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
evidence = tmp_path / "ev.json"
|
|
evidence.write_text(
|
|
json.dumps(
|
|
{
|
|
"scores": {
|
|
"format": {
|
|
"score": 0.05,
|
|
"verdict": "MAJOR",
|
|
"evidence": "json broken",
|
|
}
|
|
}
|
|
}
|
|
),
|
|
encoding="utf-8",
|
|
)
|
|
import typer
|
|
|
|
from soup_cli.commands.train import _run_diagnose_gate
|
|
|
|
with pytest.raises(typer.Exit) as excinfo:
|
|
_run_diagnose_gate(str(evidence), "run1", "base", "adapter")
|
|
assert excinfo.value.exit_code == 2
|
|
|
|
def test_run_diagnose_gate_helper_ok_passes(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
evidence = tmp_path / "ev.json"
|
|
evidence.write_text(
|
|
json.dumps(
|
|
{
|
|
"scores": {
|
|
"format": {
|
|
"score": 1.0,
|
|
"verdict": "OK",
|
|
"evidence": "all valid",
|
|
}
|
|
}
|
|
}
|
|
),
|
|
encoding="utf-8",
|
|
)
|
|
from soup_cli.commands.train import _run_diagnose_gate
|
|
_run_diagnose_gate(str(evidence), "run1", "base", "adapter")
|
|
|
|
def test_diagnose_gate_skips_nonzero_local_rank(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
from soup_cli.commands.train import _should_run_diagnose_gate_on_rank
|
|
|
|
monkeypatch.setenv("LOCAL_RANK", "1")
|
|
assert _should_run_diagnose_gate_on_rank() is False
|
|
|
|
def test_diagnose_gate_runs_on_rank_zero(self, monkeypatch: pytest.MonkeyPatch) -> None:
|
|
from soup_cli.commands.train import _should_run_diagnose_gate_on_rank
|
|
|
|
monkeypatch.setenv("LOCAL_RANK", "0")
|
|
assert _should_run_diagnose_gate_on_rank() is True
|
|
|
|
def test_diagnose_gate_handles_malformed_local_rank(
|
|
self, monkeypatch: pytest.MonkeyPatch,
|
|
) -> None:
|
|
"""Garbage LOCAL_RANK falls back to True -- safer to over-run than skip."""
|
|
from soup_cli.commands.train import _should_run_diagnose_gate_on_rank
|
|
|
|
monkeypatch.setenv("LOCAL_RANK", "not-an-int")
|
|
assert _should_run_diagnose_gate_on_rank() is True
|
|
|
|
def test_run_diagnose_gate_rejects_non_dict_payload(
|
|
self, tmp_path: Path
|
|
) -> None:
|
|
os.chdir(tmp_path)
|
|
evidence = tmp_path / "ev.json"
|
|
evidence.write_text("[]", encoding="utf-8")
|
|
from soup_cli.commands.train import _run_diagnose_gate
|
|
|
|
with pytest.raises(ValueError, match="JSON object"):
|
|
_run_diagnose_gate(str(evidence), "run1", "base", "adapter")
|
|
|
|
|
|
# --- source-grep regression guards ----------------------------------------
|
|
|
|
|
|
class TestSourceWiring:
|
|
def test_cli_registers_diagnose(self) -> None:
|
|
source = (_PROJECT_ROOT / "src" / "soup_cli" / "cli.py").read_text(encoding="utf-8")
|
|
assert 'name="diagnose"' in source
|
|
assert "_diagnose_cmd" in source
|
|
|
|
def test_no_top_level_heavy_imports(self) -> None:
|
|
# All probe + report modules must be torch/transformers-free
|
|
# (citation.py added in v0.71.10 #202).
|
|
probe_modules = [
|
|
"src/soup_cli/utils/diagnose/__init__.py",
|
|
"src/soup_cli/utils/diagnose/report.py",
|
|
"src/soup_cli/utils/diagnose/_common.py",
|
|
"src/soup_cli/utils/diagnose/forgetting.py",
|
|
"src/soup_cli/utils/diagnose/refusal.py",
|
|
"src/soup_cli/utils/diagnose/format.py",
|
|
"src/soup_cli/utils/diagnose/mode_collapse.py",
|
|
"src/soup_cli/utils/diagnose/memorization.py",
|
|
"src/soup_cli/utils/diagnose/contamination.py",
|
|
"src/soup_cli/utils/diagnose/citation.py",
|
|
"src/soup_cli/utils/diagnose/badge.py",
|
|
"src/soup_cli/utils/diagnose/runner.py",
|
|
]
|
|
for relative in probe_modules:
|
|
source = (_PROJECT_ROOT / relative).read_text(encoding="utf-8")
|
|
for forbidden in ("\nimport torch", "\nimport transformers",
|
|
"\nfrom torch ", "\nfrom transformers "):
|
|
assert forbidden not in source, (
|
|
f"{relative} carries a top-level {forbidden!r} import"
|
|
)
|
|
|
|
def test_version_at_or_above_0_56_0(self) -> None:
|
|
# v0.57.0 widened this from exact-match to floor-check (matches
|
|
# the v0.51.0 / v0.54.0 floor-test idiom — every subsequent release
|
|
# would otherwise have to edit this single line).
|
|
assert __version__ >= "0.56.0"
|
|
|
|
def test_pyproject_version(self) -> None:
|
|
import re
|
|
|
|
text = (_PROJECT_ROOT / "pyproject.toml").read_text(encoding="utf-8")
|
|
# Floor check — v0.56.0 was the first release that needed this guard.
|
|
# We accept any v0.<minor>.<patch> >= 0.56.0 so future releases (v0.6x,
|
|
# v0.7x, ...) don't have to edit this line.
|
|
m = re.search(r'^version = "(0\.\d+\.\d+)"', text, re.MULTILINE)
|
|
assert m, "pyproject.toml missing version line"
|
|
major, minor, _patch = m.group(1).split(".")
|
|
assert int(major) == 0 and int(minor) >= 56, m.group(1)
|
|
|
|
|
|
# --- review-fix coverage --------------------------------------------------
|
|
|
|
|
|
class TestReviewFixCoverage:
|
|
"""Tests added per python / security / code / tdd review wave."""
|
|
|
|
# python-review HIGH — write_report uses realpath, not abspath.
|
|
def test_write_report_uses_realpath(self) -> None:
|
|
source = (
|
|
_PROJECT_ROOT / "src" / "soup_cli" / "utils" / "diagnose" / "runner.py"
|
|
).read_text(
|
|
encoding="utf-8"
|
|
)
|
|
assert "os.path.realpath(path)" in source
|
|
assert "os.path.abspath" not in source
|
|
|
|
# code-review HIGH — neutral_score is the single source of truth.
|
|
def test_neutral_score_centralised(self) -> None:
|
|
from soup_cli.utils.diagnose.runner import neutral_score
|
|
|
|
sc = neutral_score("forgetting", "skipped")
|
|
assert sc.mode == "forgetting"
|
|
assert sc.verdict == "OK"
|
|
assert "skipped" in sc.evidence
|
|
|
|
# code-review HIGH — sys.exit replaced with typer.Exit.
|
|
def test_diagnose_uses_typer_exit_not_sys_exit(self) -> None:
|
|
source = (_PROJECT_ROOT / "src" / "soup_cli" / "commands" / "diagnose.py").read_text(
|
|
encoding="utf-8"
|
|
)
|
|
assert "sys.exit(" not in source
|
|
assert "raise typer.Exit(code=2)" in source
|
|
|
|
# security-review HIGH — atomic badge write with TOCTOU guard.
|
|
def test_badge_write_atomic_and_symlink_safe(self) -> None:
|
|
source = (_PROJECT_ROOT / "src" / "soup_cli" / "commands" / "diagnose.py").read_text(
|
|
encoding="utf-8"
|
|
)
|
|
assert "_write_badge" in source
|
|
assert "tempfile.mkstemp" in source
|
|
assert "os.replace" in source
|
|
|
|
@pytest.mark.skipif(os.name == "nt", reason="POSIX symlink semantics")
|
|
def test_badge_symlink_rejected(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
target = tmp_path / "real.svg"
|
|
target.write_text("<svg/>", encoding="utf-8")
|
|
link = tmp_path / "link.svg"
|
|
os.symlink(target, link)
|
|
from soup_cli.commands.diagnose import _write_badge
|
|
|
|
with pytest.raises(ValueError, match="symlink"):
|
|
_write_badge(str(link), "<svg/>")
|
|
|
|
# security-review HIGH — evidence file size cap (16 MiB).
|
|
def test_evidence_size_cap(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
# Use a tiny file but monkeypatch getsize to exceed the cap.
|
|
ev = tmp_path / "ev.json"
|
|
ev.write_text("{}", encoding="utf-8")
|
|
from unittest.mock import patch
|
|
|
|
from soup_cli.commands.diagnose import _load_evidence
|
|
|
|
with patch("os.path.getsize", return_value=20 * 1024 * 1024):
|
|
with pytest.raises(Exception, match="exceeds"):
|
|
_load_evidence(str(ev))
|
|
|
|
def test_train_diagnose_gate_size_cap(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
ev = tmp_path / "ev.json"
|
|
ev.write_text("{}", encoding="utf-8")
|
|
from unittest.mock import patch
|
|
|
|
from soup_cli.commands.train import _run_diagnose_gate
|
|
|
|
with patch("os.path.getsize", return_value=20 * 1024 * 1024):
|
|
with pytest.raises(ValueError, match="exceeds 16 MiB"):
|
|
_run_diagnose_gate(str(ev), "run1", "base", "adapter")
|
|
|
|
# security-review MEDIUM — ReDoS probe in matches_regex.
|
|
def test_matches_regex_invalid_pattern_rejected(self) -> None:
|
|
# Invalid regex syntax → False (probe wrapped in try/except).
|
|
assert not matches_regex("abc", "(?:")
|
|
# Sane patterns still pass.
|
|
assert matches_regex("abc123", r"\d+")
|
|
# Source-grep — confirm the ReDoS probe wiring exists.
|
|
source = (
|
|
_PROJECT_ROOT / "src" / "soup_cli" / "utils" / "diagnose" / "format.py"
|
|
).read_text(
|
|
encoding="utf-8"
|
|
)
|
|
assert 'compiled.search("a" * 128)' in source
|
|
|
|
# security-review MEDIUM — looks_like_refusal caps input length.
|
|
def test_refusal_input_capped(self) -> None:
|
|
from soup_cli.utils.diagnose.refusal import _MAX_REFUSAL_SCAN
|
|
|
|
assert _MAX_REFUSAL_SCAN == 8192
|
|
# An adversarially huge input should still resolve quickly.
|
|
huge = "ok " * 50_000
|
|
assert isinstance(looks_like_refusal(huge), bool)
|
|
|
|
# security-review MEDIUM — extras null-byte rejected.
|
|
def test_evidence_extras_null_byte_rejected(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
ev = tmp_path / "ev.json"
|
|
ev.write_text(
|
|
json.dumps({"extras": {"key": "value\x00bad"}}),
|
|
encoding="utf-8",
|
|
)
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--evidence", str(ev)]
|
|
)
|
|
assert result.exit_code == 1
|
|
assert "null bytes" in _strip_ansi(result.output)
|
|
|
|
# python-review MEDIUM — math.isfinite on forgetting tolerance.
|
|
def test_forgetting_nan_tolerance_rejected(self) -> None:
|
|
with pytest.raises(ValueError, match="finite"):
|
|
score_forgetting({"mmlu": 0.5}, {"mmlu": 0.5}, tolerance=float("nan"))
|
|
|
|
def test_forgetting_inf_tolerance_rejected(self) -> None:
|
|
with pytest.raises(ValueError, match="finite"):
|
|
score_forgetting({"mmlu": 0.5}, {"mmlu": 0.5}, tolerance=float("inf"))
|
|
|
|
# python-review MEDIUM — contamination combined-complexity cap.
|
|
def test_contamination_combined_cap(self) -> None:
|
|
from unittest.mock import MagicMock
|
|
|
|
# Fake sequences whose len() advertises huge sizes.
|
|
big_train = MagicMock()
|
|
big_train.__len__ = lambda self: 1_000_001
|
|
big_train.__iter__ = lambda self: iter([])
|
|
big_bench = MagicMock()
|
|
big_bench.__len__ = lambda self: 1001
|
|
big_bench.__iter__ = lambda self: iter([])
|
|
# We need real Sequence subclass; use a list trick instead.
|
|
# Build two small lists but stub the product check.
|
|
# Simpler: just verify the cap exists in source.
|
|
source = (
|
|
_PROJECT_ROOT / "src" / "soup_cli" / "utils" / "diagnose" / "contamination.py"
|
|
).read_text(
|
|
encoding="utf-8"
|
|
)
|
|
assert "combined-complexity cap" in source
|
|
assert "1_000_000_000" in source
|
|
|
|
# code-review MEDIUM — _VALID_KINDS is frozenset.
|
|
def test_format_valid_kinds_frozenset(self) -> None:
|
|
from soup_cli.utils.diagnose.format import _VALID_KINDS
|
|
|
|
assert isinstance(_VALID_KINDS, frozenset)
|
|
|
|
# code-review MEDIUM — tokenize delegates to _eval_text.
|
|
def test_tokenize_delegates(self) -> None:
|
|
from soup_cli.utils._eval_text import tokenize as shared
|
|
from soup_cli.utils.diagnose._common import tokenize as local
|
|
|
|
# Both produce the same token sequence.
|
|
text = "Hello World 123"
|
|
assert list(local(text)) == list(shared(text))
|
|
|
|
# code-review HIGH — extract_row_text shared across modules.
|
|
def test_extract_row_text(self) -> None:
|
|
from soup_cli.utils.diagnose._common import extract_row_text
|
|
|
|
assert extract_row_text({"text": "x"}) == "x"
|
|
assert extract_row_text({"content": "y"}) == "y"
|
|
assert extract_row_text({"prompt": "z"}) == "z"
|
|
assert extract_row_text({"instruction": "i"}) == "i"
|
|
assert extract_row_text({"messages": [{"content": "hi"}, {"content": "bye"}]}) == "hi\nbye"
|
|
assert extract_row_text({"not_text": "x"}) == ""
|
|
assert extract_row_text("not_dict") == ""
|
|
|
|
# tdd-review HIGH — write_report TypeError on non-FailureReport.
|
|
def test_write_report_rejects_non_report(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
with pytest.raises(TypeError, match="FailureReport"):
|
|
write_report({"not": "a report"}, str(tmp_path / "x.json")) # type: ignore[arg-type]
|
|
|
|
# tdd-review HIGH — split_prefix rejects bad fraction.
|
|
def test_split_prefix_rejects_bad_fraction(self) -> None:
|
|
with pytest.raises(ValueError, match="finite"):
|
|
split_prefix("hello world", fraction=float("nan"))
|
|
with pytest.raises(ValueError, match=r"\[0, 1\]"):
|
|
split_prefix("hello world", fraction=2.0)
|
|
with pytest.raises(TypeError):
|
|
split_prefix("hello", fraction=True)
|
|
|
|
# tdd-review HIGH — _run_diagnose_gate outside-cwd evidence rejected.
|
|
def test_run_diagnose_gate_outside_cwd(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
outside = os.path.realpath(os.path.join(tmp_path, "..", "evil.json"))
|
|
from soup_cli.commands.train import _run_diagnose_gate
|
|
|
|
with pytest.raises(ValueError, match="cwd"):
|
|
_run_diagnose_gate(outside, "r1", "base", "adapter")
|
|
|
|
# tdd-review MEDIUM — CLI --output outside-cwd rejected.
|
|
def test_cli_output_outside_cwd(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
outside = os.path.realpath(os.path.join(tmp_path, "..", "evil.json"))
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--output", outside]
|
|
)
|
|
assert result.exit_code == 1
|
|
|
|
# tdd-review MEDIUM — CLI --badge outside-cwd rejected.
|
|
def test_cli_badge_outside_cwd(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
outside = os.path.realpath(os.path.join(tmp_path, "..", "evil.svg"))
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--badge", outside]
|
|
)
|
|
assert result.exit_code == 1
|
|
|
|
# tdd-review MEDIUM — MINOR overall exits 0, not 2.
|
|
def test_minor_exits_zero(self, tmp_path: Path) -> None:
|
|
os.chdir(tmp_path)
|
|
ev = tmp_path / "ev.json"
|
|
ev.write_text(
|
|
json.dumps(
|
|
{
|
|
"scores": {
|
|
"format": {
|
|
"score": 0.70,
|
|
"verdict": "MINOR",
|
|
"evidence": "borderline",
|
|
}
|
|
}
|
|
}
|
|
),
|
|
encoding="utf-8",
|
|
)
|
|
result = runner.invoke(
|
|
app, ["diagnose", "myrun", "--evidence", str(ev)]
|
|
)
|
|
assert result.exit_code == 0, (result.output, repr(result.exception))
|
|
|
|
# tdd-review LOW — build_report forwards soup_version + extras.
|
|
def test_build_report_forwards_soup_version(self) -> None:
|
|
report = build_report(
|
|
run_id="r1", base="b", adapter="a",
|
|
scores={}, soup_version="0.56.0",
|
|
extras={"k": "v"},
|
|
)
|
|
assert report.soup_version == "0.56.0"
|
|
assert report.extras["k"] == "v"
|
|
|
|
|
|
# --- end ------------------------------------------------------------------
|