Closes Phase 1.3 of the ADR-0114 expert-capability roadmap. Turns a
grade-school word problem into a typed MathProblemGraph deterministically
(no LLM, no sampling). Same input string always produces the same
graph; unsupported constructions raise ParseError rather than guessing.
What the parser handles
Initial possession: "<E> has <N> <unit>."
Add verbs: buys, gets, finds, receives, earns, adds
(+ "<N> more" / unit elision via state.last_unit)
Subtract verbs: eats, loses, sells, donates, uses, spends, drops, removes
Transfer verbs: gives, sends, hands, passes, mails (with target)
Multiply (scalar): "X doubles <obj>" / "X triples <obj>"
Divide (split): "X splits {them|his Y|N Y} evenly into M groups [and keeps one]"
Compound sentences: "X buys 5, then donates 3."
Sentence opener: "Then X eats 1." (inherits subject + unit)
Pronoun anaphora: he/she/it → last-introduced singular subject
Object pronoun: them/these/those → state.last_unit
Trailing PP: "finds 7 buttons on the floor" — discarded
Singular→plural: "Iris has 1 coin" → canonical unit "coins"
Questions:
"How many <unit> does <E> have [left|now|in total|altogether]?"
"How many <unit> do they have [in total|altogether|left|now]?"
What it explicitly rejects
- Conditional / time-modal ("If X had ...")
- Compound questions (two unknowns)
- Multiple "?" sentences
- Questions referencing entities never introduced
- Empty / whitespace-only input
Verification
- tests/test_math_parser.py: 20 cases (5 byte-equal parametrized
+ 5 determinism parametrized + 1 exit-criterion gate + 6 typed-
refusal + 2 purity + 1 type check)
- tests/test_math_problem_graph.py: 26 schema cases still green
- On the 5 seed cases: 5/5 = 100% byte-equal
- On Codex's PR #128 50-case dev set (locally tested):
49/50 = 98% byte-equal. Single failure (gpd-021) is a case-
quality issue, not a parser limit; feedback filed on #128 to
rewrite (mixed units + metaphor not in pattern registry).
- Phase 1.3 exit criterion (≥ 0.90): met.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
157 lines
5.5 KiB
Python
157 lines
5.5 KiB
Python
"""ADR-0115 Phase 1.3 — math word-problem parser invariants.
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Pins five load-bearing invariants:
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1. **All 5 seed cases parse byte-equal.** Every case in
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``evals/gsm8k_parser_dev/cases.jsonl`` satisfies
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``parse_problem(case["problem"]).canonical_bytes() ==
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graph_from_dict(case["ground_truth_graph"]).canonical_bytes()``.
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2. **Determinism.** Parsing the same input twice produces byte-equal
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canonical output.
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3. **Phase 1.3 exit criterion gate.** Parse correctness across the
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current dev set is ≥ 0.90 (≥45/50 when the full set lands; today
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5/5 = 1.00 on the seed set).
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4. **Typed refusal on unsupported constructions.** Constructions out of
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scope per ADR-0115 §"Scope boundary" raise :class:`ParseError`
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rather than guessing or silently producing a wrong graph.
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5. **No mutation of source artifacts.** Parser is pure: same input
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string yields the same output and does not touch any file.
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"""
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from __future__ import annotations
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import json
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from pathlib import Path
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import pytest
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from generate.math_parser import ParseError, parse_problem
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from generate.math_problem_graph import MathProblemGraph, graph_from_dict
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_REPO_ROOT = Path(__file__).resolve().parent.parent
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_CASES_PATH = _REPO_ROOT / "evals" / "gsm8k_parser_dev" / "cases.jsonl"
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def _load_cases() -> list[dict]:
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return [json.loads(line) for line in _CASES_PATH.read_text().splitlines() if line.strip()]
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def _parse_correctness(cases: list[dict]) -> tuple[int, int, list[str]]:
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"""Return (passed, total, failure_ids) for byte-equal parses."""
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passed = 0
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failed: list[str] = []
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for c in cases:
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try:
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got = parse_problem(c["problem"])
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want = graph_from_dict(c["ground_truth_graph"])
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if got.canonical_bytes() == want.canonical_bytes():
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passed += 1
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else:
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failed.append(c["id"])
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except ParseError:
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failed.append(c["id"])
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return passed, len(cases), failed
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class TestSeedCasesParseByteEqual:
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@pytest.mark.parametrize("case", _load_cases(), ids=lambda c: c["id"])
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def test_parses_byte_equal_to_ground_truth(self, case: dict) -> None:
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got = parse_problem(case["problem"])
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want = graph_from_dict(case["ground_truth_graph"])
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assert got.canonical_bytes() == want.canonical_bytes(), (
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f"{case['id']}: parser output != ground truth\n"
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f" got: {got.as_json()}\n"
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f" want: {want.as_json()}"
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)
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class TestDeterminism:
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@pytest.mark.parametrize("case", _load_cases(), ids=lambda c: c["id"])
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def test_two_parses_produce_byte_equal_output(self, case: dict) -> None:
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a = parse_problem(case["problem"])
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b = parse_problem(case["problem"])
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assert a.canonical_bytes() == b.canonical_bytes()
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assert a == b
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class TestPhase1_3ExitCriterion:
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"""The exit criterion for Phase 1.3 is parse correctness ≥ 0.90.
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Today the dev set is the 5 seed cases (5/5 = 1.00). When Codex's
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Phase 1.2 PR lands with 45 more cases, this same gate runs against
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50 and must produce ≥ 45 passes to ship Phase 1.3.
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"""
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def test_parse_correctness_meets_exit_criterion(self) -> None:
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cases = _load_cases()
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passed, total, failed = _parse_correctness(cases)
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ratio = passed / total
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assert ratio >= 0.90, (
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f"parse correctness {passed}/{total} = {ratio:.2%} below 0.90 "
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f"exit criterion; failing cases: {failed}"
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)
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class TestParserRejectsMalformed:
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def test_empty_input_raises(self) -> None:
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with pytest.raises(ParseError):
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parse_problem("")
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def test_whitespace_only_raises(self) -> None:
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with pytest.raises(ParseError):
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parse_problem(" \n\t ")
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def test_no_question_raises(self) -> None:
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with pytest.raises(ParseError, match="exactly one question"):
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parse_problem("Sam has 5 apples. He buys 3 more.")
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def test_multiple_questions_raises(self) -> None:
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with pytest.raises(ParseError, match="exactly one question"):
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parse_problem(
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"Sam has 5 apples. How many does he have? How many does Tom have?"
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)
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def test_question_referencing_undefined_entity_raises(self) -> None:
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with pytest.raises(ParseError, match="undefined entity"):
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parse_problem("Sam has 5 apples. How many apples does Tom have?")
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def test_unsupported_construction_raises(self) -> None:
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# Conditional / time-modal is out of scope per ADR-0115 Phase 1.1.
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with pytest.raises(ParseError):
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parse_problem(
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"If Sam had 5 apples, how many apples does Sam have?"
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)
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class TestParserIsPure:
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def test_does_not_mutate_input_string(self) -> None:
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text = "Sam has 5 apples. He buys 3 more. How many apples does Sam have?"
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before = text
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parse_problem(text)
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assert text == before
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def test_does_not_mutate_cases_file(self) -> None:
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before = _CASES_PATH.read_bytes()
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for c in _load_cases():
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try:
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parse_problem(c["problem"])
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except ParseError:
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pass
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after = _CASES_PATH.read_bytes()
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assert before == after
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class TestParserOutputIsTyped:
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def test_returns_math_problem_graph(self) -> None:
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result = parse_problem(
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"Sam has 5 apples. He buys 3 more. How many apples does Sam have?"
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)
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assert isinstance(result, MathProblemGraph)
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assert "Sam" in result.entities
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assert result.unknown.entity == "Sam"
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assert result.unknown.unit == "apples"
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