core/tests/test_gsm8k_math_runner.py
Shay 9288688640
feat: ADR-0119.3 — gsm8k_math lane runner (Phase 5.3) (#145)
Composes the Phases 1-4 pipeline (parser → solver → verifier →
realizer) into a per-case scoring decision: correct / wrong /
refused.

Outcome categorization (ADR-0114a Obligation #4):
  parser ParseError       → refused
  solver SolveError       → refused
  verifier verdict failed → wrong
  realizer error          → wrong
  answer/unit mismatch    → wrong
  all match               → correct

`wrong == 0` is the load-bearing gate. The lane's overall_pass
holds only if wrong == 0 AND correct + refused == total.

Initial measurement on the Phase 5.2 corpus:
  dev    (50)  : 50 correct, 0 wrong, 0 refused, overall_pass=True
  public (150) : 150 correct, 0 wrong, 0 refused, overall_pass=True

Every correct case carries a trace_hash (64-char SHA-256) and
realized prose — full audit trail per case, consumable by ADR-0119.4
(frontier comparison), ADR-0119.6 (depth curve), and ADR-0120
(eventual expert-tier gate).

Tests: 13/13 green; 443 total green across runner + realizer +
solver + verifier; 67/67 smoke green.

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-22 17:37:54 -07:00

180 lines
6.5 KiB
Python

"""ADR-0119.3 — gsm8k_math lane runner invariants.
Pins five load-bearing invariants:
1. **Determinism (ADR-0114a Obligation #9).** Same case list →
byte-equal :class:`LaneReport.canonical_bytes()`.
2. **Outcome categorization is exhaustive.** Every case lands in
exactly one of ``correct`` / ``wrong`` / ``refused``.
3. **Zero-wrong gate (ADR-0114a Obligation #4).** On the existing
parser dev set (gpd-001..050, where all 50 cases verify with
the on-main pipeline), the runner produces ``wrong == 0``.
4. **Refusal is first-class.** A graph that triggers SolveError
(e.g. division by zero) produces ``outcome == "refused"`` with a
reason that names the solver.
5. **Correct outcomes carry full audit trail.** Every ``correct``
case has trace_hash + realized_prose set; every ``refused`` case
has trace_hash / realized_prose either None or set per spec.
"""
from __future__ import annotations
import json
from pathlib import Path
import pytest
from evals.gsm8k_math.runner import CaseOutcome, LaneReport, run_lane
_REPO_ROOT = Path(__file__).resolve().parent.parent
def _load_jsonl(path: Path) -> list[dict]:
return [json.loads(line) for line in path.read_text().splitlines() if line.strip()]
# Use gpd-001..050 as a known-good case set (already on main; 50/50 verify)
_GPD_CASES = _load_jsonl(_REPO_ROOT / "evals" / "gsm8k_parser_dev" / "cases.jsonl")
class TestDeterminism:
def test_two_runs_produce_byte_equal_report(self) -> None:
r1 = run_lane(_GPD_CASES)
r2 = run_lane(_GPD_CASES)
assert r1.canonical_bytes() == r2.canonical_bytes()
class TestOutcomeCategorizationIsExhaustive:
def test_every_case_lands_in_one_outcome(self) -> None:
report = run_lane(_GPD_CASES)
total = report.metrics["cases_total"]
correct = report.metrics["correct"]
wrong = report.metrics["wrong"]
refused = report.metrics["refused"]
assert correct + wrong + refused == total
assert total == len(_GPD_CASES)
def test_each_case_detail_has_recognized_outcome(self) -> None:
report = run_lane(_GPD_CASES)
for detail in report.case_details:
assert detail["outcome"] in {"correct", "wrong", "refused"}
class TestZeroWrongOnKnownGoodCases:
"""The gpd-001..050 dev set is fully exercised on main today.
ADR-0114a Obligation #4: ``wrong == 0`` is the gate. The runner
must reflect that on known-good cases.
"""
def test_wrong_count_is_zero_on_gpd_dev_set(self) -> None:
report = run_lane(_GPD_CASES)
assert report.metrics["wrong"] == 0, (
f"wrong={report.metrics['wrong']} on gpd dev set; "
f"details: {[d for d in report.case_details if d['outcome'] == 'wrong']}"
)
def test_wrong_count_is_zero_gate_flag(self) -> None:
report = run_lane(_GPD_CASES)
assert report.metrics["wrong_count_is_zero"] is True
def test_overall_pass_holds_when_no_wrong(self) -> None:
report = run_lane(_GPD_CASES)
assert report.metrics["overall_pass"] is True
class TestRefusalIsFirstClass:
def test_unsupported_grammar_produces_refused(self) -> None:
# "If" clause is out of scope per ADR-0115 §Phase 1.1 boundary;
# parser raises ParseError → runner classifies as refused.
case = {
"id": "synthetic-refuse-01",
"problem": "If Sam had 5 apples, how many would he have?",
"expected_answer": 5,
"expected_unit": "apples",
}
report = run_lane([case])
assert report.metrics["refused"] == 1
assert report.metrics["wrong"] == 0
outcome = report.case_details[0]
assert outcome["outcome"] == "refused"
assert "parser" in outcome["reason"]
def test_empty_input_produces_refused(self) -> None:
case = {
"id": "synthetic-refuse-02",
"problem": "",
"expected_answer": 0,
"expected_unit": "apples",
}
report = run_lane([case])
assert report.metrics["refused"] == 1
assert report.metrics["wrong"] == 0
class TestWrongDetectedWhenAnswerMismatches:
"""If we deliberately mis-author a case (wrong expected_answer),
the runner should report ``wrong``, not ``correct`` — proving the
answer-comparison gate is actually load-bearing."""
def test_mismatched_expected_answer_produces_wrong(self) -> None:
# gpd-001's actual answer is 8 apples. Plant a wrong expected.
case = dict(_GPD_CASES[0])
case["id"] = "synthetic-wrong-01"
case["expected_answer"] = 9999 # deliberately wrong
report = run_lane([case])
assert report.metrics["wrong"] == 1
assert report.metrics["wrong_count_is_zero"] is False
assert report.metrics["overall_pass"] is False
outcome = report.case_details[0]
assert outcome["outcome"] == "wrong"
assert "answer mismatch" in outcome["reason"]
def test_mismatched_expected_unit_produces_wrong(self) -> None:
case = dict(_GPD_CASES[0])
case["id"] = "synthetic-wrong-02"
case["expected_unit"] = "bananas" # wrong unit
report = run_lane([case])
assert report.metrics["wrong"] == 1
outcome = report.case_details[0]
assert outcome["outcome"] == "wrong"
assert "unit mismatch" in outcome["reason"]
class TestCorrectOutcomeCarriesAuditTrail:
def test_correct_case_has_trace_hash_and_prose(self) -> None:
report = run_lane([_GPD_CASES[0]])
outcome = report.case_details[0]
assert outcome["outcome"] == "correct"
assert outcome["trace_hash"] is not None
assert len(outcome["trace_hash"]) == 64 # sha256 hex
assert outcome["realized_prose"] is not None
assert _GPD_CASES[0]["problem"].split(".")[0].split()[0] in outcome["realized_prose"]
class TestLaneReportShape:
def test_report_is_conformant_lane_report(self) -> None:
report = run_lane(_GPD_CASES[:3])
assert isinstance(report, LaneReport)
assert hasattr(report, "metrics")
assert hasattr(report, "case_details")
def test_metrics_keys_match_documented_schema(self) -> None:
report = run_lane(_GPD_CASES[:3])
expected_keys = {
"cases_total",
"correct",
"wrong",
"refused",
"correct_rate",
"wrong_rate",
"refused_rate",
"wrong_count_is_zero",
"overall_pass",
}
assert set(report.metrics.keys()) == expected_keys