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"""Eval-runner tests.
The runner is the headline deliverable. These exercise it end to end on the
real suites and corpus in offline/mock mode (no model calls, no cost), plus the
credential gate, the cost accounting, suite loading/validation, and the
regression gate. Everything writes to a tmp runs directory so the committed
baseline and report are never touched.
"""
from __future__ import annotations
import hashlib
import json
import stat
from types import SimpleNamespace
import pytest
from assistant import config
from evals import runner
@pytest.fixture
def tmp_runs(tmp_path, monkeypatch):
"""Redirect eval-run output (and the baseline next to it) into a temp dir."""
runs = tmp_path / "runs"
monkeypatch.setattr(config, "EVAL_RUNS_DIR", runs)
# Isolate the answer/judge cache too, so tests never read or write the
# real repo's evals/cache/.
monkeypatch.setattr(config, "EVAL_CACHE_DIR", tmp_path / "cache")
return runs
# ── load_suites / validate_cases ─────────────────────────────────────────────
def test_load_suites_reads_every_suite_and_tags_each_case():
suites = runner.load_suites()
assert suites, "expected the committed eval suites to load"
for s in suites:
for case in s["cases"]:
assert case["suite"], "each case is tagged with its suite stem"
def test_load_suites_only_filter_selects_one_suite():
only = runner.load_suites(only="refusal")
assert len(only) == 1
assert all(c["suite"] == "refusal" for c in only[0]["cases"])
def test_validate_cases_rejects_duplicate_ids():
suites = [
{
"cases": [
{"id": "dup", "question": "a?", "expected_behavior": "answer", "rationale": "x"},
{"id": "dup", "question": "b?", "expected_behavior": "answer", "rationale": "x"},
]
}
]
with pytest.raises(SystemExit, match="duplicate case id"):
runner.validate_cases(suites)
def test_validate_cases_rejects_bad_expected_behavior():
suites = [
{
"cases": [
{"id": "c", "question": "a?", "expected_behavior": "maybe", "rationale": "x"},
]
}
]
with pytest.raises(SystemExit, match="bad expected_behavior"):
runner.validate_cases(suites)
def test_validate_cases_rejects_missing_required_fields():
suites = [{"cases": [{"id": "c", "question": "a?"}]}]
with pytest.raises(SystemExit, match="missing fields"):
runner.validate_cases(suites)
def test_the_committed_suites_validate():
# Guards against a malformed real suite shipping: the runner would refuse it.
runner.validate_cases(runner.load_suites())
def test_run_raises_when_no_suite_matches(tmp_runs):
import pytest as _pytest
with _pytest.raises(SystemExit, match="no suites found"):
runner.run(offline=True, suite="does-not-exist")
# ── credential gate ──────────────────────────────────────────────────────────
def test_have_credentials_mock_is_always_available():
assert runner._have_credentials("mock") is True
def test_have_credentials_anthropic_needs_api_key(monkeypatch):
monkeypatch.delenv("ANTHROPIC_API_KEY", raising=False)
assert runner._have_credentials("anthropic") is False
monkeypatch.setenv("ANTHROPIC_API_KEY", "sk-test")
assert runner._have_credentials("anthropic") is True
def test_have_credentials_bedrock_reads_aws_chain(monkeypatch, tmp_path):
for var in (
"AWS_PROFILE",
"AWS_WEB_IDENTITY_TOKEN_FILE",
"AWS_ACCESS_KEY_ID",
"FPA_ASSUME_AWS_CREDS",
):
monkeypatch.delenv(var, raising=False)
# Point HOME at an empty dir so a real ~/.aws on the dev box can't leak in.
monkeypatch.setattr(runner.Path, "home", classmethod(lambda cls: tmp_path))
assert runner._have_credentials("bedrock") is False
monkeypatch.setenv("AWS_PROFILE", "default")
assert runner._have_credentials("bedrock") is True
def test_have_credentials_local_probes_the_configured_transport(monkeypatch):
import httpx
monkeypatch.setattr(
config,
"resolve_provider_transport",
lambda _provider: SimpleNamespace(base_url="http://ollama.test"),
)
calls = []
def available(url, *, timeout):
calls.append((url, timeout))
return SimpleNamespace(status_code=200)
monkeypatch.setattr(httpx, "get", available)
assert runner._have_credentials("local") is True
assert calls == [("http://ollama.test/api/version", 2.0)]
def unavailable(_url, *, timeout):
assert timeout == 2.0
raise httpx.ConnectError("offline")
monkeypatch.setattr(httpx, "get", unavailable)
assert runner._have_credentials("local") is False
# ── execution environment contract ──────────────────────────────────────────
def test_effective_eval_environment_validates_supplied_string_mapping():
assert runner._effective_eval_environment({"FPA_PROVIDER": "mock"}) == {"FPA_PROVIDER": "mock"}
with pytest.raises(SystemExit, match="only strings"):
runner._effective_eval_environment({"FPA_PROVIDER": 1})
def test_effective_eval_environment_decodes_lambda_variables(monkeypatch):
monkeypatch.setenv(
runner._EFFECTIVE_ENVIRONMENT_JSON,
json.dumps({"Variables": {"FPA_PROVIDER": "mock"}}),
)
monkeypatch.setenv("AWS_REGION", "us-west-2")
assert runner._effective_eval_environment() == {
"FPA_PROVIDER": "mock",
"AWS_REGION": "us-west-2",
}
@pytest.mark.parametrize(
("encoded", "message"),
[
("not-json", "must contain valid JSON"),
("[]", "string environment mapping"),
('{"FPA_PROVIDER":1}', "string environment mapping"),
],
)
def test_effective_eval_environment_rejects_malformed_payloads(
monkeypatch,
encoded,
message,
):
monkeypatch.setenv(runner._EFFECTIVE_ENVIRONMENT_JSON, encoded)
with pytest.raises(SystemExit, match=message):
runner._effective_eval_environment()
def test_environment_overlay_is_exact_and_restores_process_state(monkeypatch):
monkeypatch.setenv("FPA_PROVIDER", "anthropic")
monkeypatch.setenv("FPA_DENSE", "1")
monkeypatch.delenv("FPA_JUDGE_MODEL", raising=False)
with runner._environment_overlay(
{"FPA_PROVIDER": "mock", "FPA_JUDGE_MODEL": "judge-under-test"}
):
assert runner.os.environ["FPA_PROVIDER"] == "mock"
assert runner.os.environ["FPA_JUDGE_MODEL"] == "judge-under-test"
assert "FPA_DENSE" not in runner.os.environ
assert runner.os.environ["FPA_PROVIDER"] == "anthropic"
assert runner.os.environ["FPA_DENSE"] == "1"
assert "FPA_JUDGE_MODEL" not in runner.os.environ
# ── cost accounting ──────────────────────────────────────────────────────────
def test_cost_block_aggregates_tokens_and_estimates_usd():
cfg = config.Config(
models=config.ModelConfig(
provider="anthropic", answer_model="claude-haiku-4-5", judge_model="claude-sonnet-4-6"
)
)
usage = {
"answer": [1_000_000, 1_000_000, 0, 0],
"judge": [1_000_000, 1_000_000, 0, 0],
}
block = runner._cost_block(cfg, usage)
# haiku $1/$5 per 1M, sonnet $3/$15 per 1M.
assert block["answer_model"]["est_usd"] == pytest.approx(6.0)
assert block["judge_model"]["est_usd"] == pytest.approx(18.0)
assert block["total_tokens"] == 4_000_000
assert block["total_est_usd"] == pytest.approx(24.0)
assert block["unpriced_models"] == []
def test_cost_block_surfaces_unknown_model_instead_of_silent_zero():
cfg = config.Config(
models=config.ModelConfig(
provider="anthropic", answer_model="future-model", judge_model="claude-sonnet-4-6"
)
)
block = runner._cost_block(cfg, {"answer": [100, 10, 0, 0], "judge": [100, 10, 0, 0]})
assert block["answer_model"]["est_usd"] is None
assert block["total_est_usd"] is None
assert block["unpriced_models"] == ["future-model"]
def test_cost_block_applies_bedrock_multi_region_premium():
cfg = config.Config(
models=config.ModelConfig(
provider="bedrock",
answer_model="us.anthropic.claude-haiku-4-5-20251001-v1:0",
judge_model="us.anthropic.claude-sonnet-4-6",
)
)
block = runner._cost_block(
cfg,
{
"answer": [1_000_000, 1_000_000, 0, 0],
"judge": [1_000_000, 1_000_000, 0, 0],
},
)
assert block["answer_model"]["est_usd"] == pytest.approx(6.6)
assert block["judge_model"]["est_usd"] == pytest.approx(19.8)
assert block["total_est_usd"] == pytest.approx(26.4)
def test_cost_block_prices_cache_buckets_without_double_charging():
cfg = config.Config(
models=config.ModelConfig(
provider="anthropic",
answer_model="claude-haiku-4-5",
judge_model="claude-sonnet-4-6",
)
)
block = runner._cost_block(
cfg,
{
"answer": [1_000_000, 0, 200_000, 300_000],
"judge": [0, 0, 0, 0],
},
)
assert block["answer_model"]["cache_creation_input_tokens"] == 200_000
assert block["answer_model"]["cache_read_input_tokens"] == 300_000
assert block["answer_model"]["est_usd"] == pytest.approx(0.78)
# ── full offline run end to end ──────────────────────────────────────────────
def _summary(run_dir):
return json.loads((run_dir / "summary.json").read_text())
def _captured_file(tmp_path, name, raw):
path = tmp_path / name
path.write_bytes(raw)
captured = runner._capture_regular_file(path, name)
assert captured is not None
return captured
def test_offline_suite_run_writes_traces_and_scoreboard(tmp_runs):
run_dir = runner.run(offline=True, suite="refusal")
assert run_dir.parent == tmp_runs
summary = _summary(run_dir)
assert summary["offline"] is True
assert summary["judges_ran"] is False # never judge offline
assert summary["run_at"].endswith("Z")
assert summary["run_id"] == run_dir.name
assert (
summary["results_sha256"]
== hashlib.sha256((run_dir / "results.jsonl").read_bytes()).hexdigest()
)
assert summary["gate_status"] == "pending"
assert summary["promotion_requested"] is False
assert summary["attestation"]["promotion"]["eligible"] is False
assert "not_promotion_run" in summary["attestation"]["promotion"]["reasons"]
subject = summary["attestation"]["subject"]
assert subject["descriptor_verified"] is False
if subject["source_state"] == "dirty":
assert subject["source_revision"] is None
assert subject["release_version"] is None
else:
assert subject["source_revision"] == subject["head_revision"]
assert len(subject["release_version"]) == 64
assert summary["attestation"]["context_version"]
assert summary["evaluation_inputs"]["facts"]["facts_version"]
assert summary["evaluation_inputs"]["gtfs"]["schema"].endswith("gtfs-legacy-eval-input.v1")
assert summary["evaluation_inputs"]["evaluator"]["evaluator_version"]
assert summary["answer_model"] == "mock"
assert summary["served_models"] == {"answer": ["mock"], "judge": []}
assert "refusal" in summary["suites"]
# results.jsonl carries one full trace per case.
records = [json.loads(x) for x in (run_dir / "results.jsonl").read_text().splitlines()]
assert len(records) == summary["suites"]["refusal"]["total"]
assert all("checks" in r and "passages" in r for r in records)
# Issue #142: every persisted passage carries the provenance fields the
# calibration worksheet and report failure traces render, not just
# chunk_id/section/score/text.
assert any(r["passages"] for r in records), "sanity: at least one case retrieved something"
for r in records:
for p in r["passages"]:
assert {"doc_id", "agency", "doc_title", "url", "fetch_date"} <= p.keys()
assert p["doc_id"] and p["agency"] and p["url"] and p["fetch_date"]
assert all("answer_models_served" in r and "judge_models_served" in r for r in records)
assert all(
r["run_context_version"] == summary["attestation"]["context_version"]
and len(r["case_semantics_version"]) == 64
for r in records
)
assert [entry["case_id"] for entry in summary["attestation"]["evidence"]["case_manifest"]] == [
record["case_id"] for record in records
]
assert [
entry["case_semantics_version"]
for entry in summary["attestation"]["evidence"]["case_manifest"]
] == [record["case_semantics_version"] for record in records]
def test_run_never_reloads_captured_prompts_or_structured_fares(tmp_runs, monkeypatch):
expected_system = config.load_prompt("system")
expected_answer_user = config.load_prompt("answer_user")
real_answer_question = runner.answer_question
answer_calls = 0
def captured_answer_question(*args, **kwargs):
nonlocal answer_calls
answer_calls += 1
assert kwargs["system_prompt"] == expected_system
assert kwargs["answer_user_prompt"] == expected_answer_user
return real_answer_question(*args, **kwargs)
captured_paths = {
config.CHUNKS_PATH,
config.FACTS_PATH,
config.MANIFEST_PATH,
config.ANSWER_SCHEMA_PATH,
*(config.PROMPTS_DIR / f"{name}.txt" for name in runner.PROMPT_NAMES),
}
real_read_bytes = runner.Path.read_bytes
def unexpected_path_read(path):
if path in captured_paths:
pytest.fail(f"captured evaluation input was reopened: {path}")
return real_read_bytes(path)
def unexpected_reload(_name):
pytest.fail("evaluation behavior must use the captured prompt strings")
monkeypatch.setattr(runner.Path, "read_bytes", unexpected_path_read)
monkeypatch.setattr(config, "load_prompt", unexpected_reload)
monkeypatch.setattr(runner, "answer_question", captured_answer_question)
monkeypatch.setattr(
runner.fare_table,
"structured_fares",
lambda _agency: pytest.fail("GTFS fare files must not be reopened per case"),
)
runner.run(offline=True, suite="refusal", jobs=1, use_cache=False)
assert answer_calls > 0
def test_capture_regular_file_rejects_an_in_place_read_race(tmp_path, monkeypatch):
selected = tmp_path / "racing.txt"
selected.write_bytes(b"a" * 32)
real_read = runner.os.read
raced = False
def racing_read(descriptor, size):
nonlocal raced
block = real_read(descriptor, size)
if block and not raced:
raced = True
selected.write_bytes(b"b" * 32)
return block
monkeypatch.setattr(runner.os, "read", racing_read)
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="changed"):
runner._capture_regular_file(selected, "racing input")
def test_captured_jsonl_inputs_preserve_unicode_line_separators(tmp_path):
chunk_record = {
"chunk_id": "test#0",
"doc_id": "test",
"agency": "TEST",
"agency_full": "Test Transit",
"doc_title": "Fares",
"url": "https://example.gov/fares",
"fetch_date": "2026-07-30",
"language": "en",
"section": "Prices",
"text": "first\u2028second\u2029third",
}
fact_record = {
"agency": "TEST",
"doc_id": "test",
"chunk_id": "test#0",
"program": "first\u2028second\u2029third",
"rider_class": "adult",
"price": 2.5,
"currency": "USD",
"age_min": None,
"age_max": None,
"confidence": "parsed",
}
chunks_path = tmp_path / "chunks.jsonl"
facts_path = tmp_path / "facts.jsonl"
chunks_path.write_bytes((json.dumps(chunk_record, ensure_ascii=False) + "\n").encode("utf-8"))
facts_path.write_bytes((json.dumps(fact_record, ensure_ascii=False) + "\n").encode("utf-8"))
captured_chunks = runner._capture_regular_file(chunks_path, "chunks")
captured_facts = runner._capture_regular_file(facts_path, "facts")
assert captured_chunks is not None
assert captured_facts is not None
chunks = runner._parse_chunks(captured_chunks)
facts = runner._parse_facts(captured_facts)
assert chunks[0].text == chunk_record["text"]
assert facts[0].program == fact_record["program"]
def test_captured_gtfs_v1_fares_fail_closed_when_fare_id_is_missing():
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="missing fare_id",
):
runner._structured_fares_from_bytes(
"test-agency",
fare_attributes=b"price,currency_type\n2.50,USD\n",
)
def test_captured_gtfs_v2_fares_fail_closed_when_fare_product_id_is_missing():
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="missing fare_product_id",
):
runner._structured_fares_from_bytes(
"test-agency",
fare_products=b"amount,fare_product_name\n2.50,Single ride\n",
)
def test_capture_regular_file_missing_optional_and_unsafe_paths(tmp_path):
missing = tmp_path / "missing"
assert runner._capture_regular_file(missing, "optional input", optional=True) is None
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="is missing"):
runner._capture_regular_file(missing, "required input")
directory = tmp_path / "directory"
directory.mkdir()
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="not a regular file"):
runner._capture_regular_file(directory, "directory input")
target = tmp_path / "target"
target.write_text("safe", encoding="utf-8")
symlink = tmp_path / "symlink"
symlink.symlink_to(target)
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="not a regular file"):
runner._capture_regular_file(symlink, "symlink input")
def test_capture_regular_file_wraps_inspection_open_and_read_errors(tmp_path, monkeypatch):
selected = tmp_path / "selected"
selected.write_text("payload", encoding="utf-8")
real_lstat = runner.Path.lstat
def inspection_error(path):
if path == selected:
raise OSError("inspection failed")
return real_lstat(path)
monkeypatch.setattr(runner.Path, "lstat", inspection_error)
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="could not be inspected",
):
runner._capture_regular_file(selected, "selected")
monkeypatch.setattr(runner.Path, "lstat", real_lstat)
real_open = runner.os.open
def open_error(path, flags):
if runner.Path(path) == selected:
raise OSError("open failed")
return real_open(path, flags)
monkeypatch.setattr(runner.os, "open", open_error)
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="opened safely"):
runner._capture_regular_file(selected, "selected")
monkeypatch.setattr(runner.os, "open", real_open)
monkeypatch.setattr(
runner.os,
"read",
lambda _descriptor, _size: (_ for _ in ()).throw(OSError()),
)
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="read completely"):
runner._capture_regular_file(selected, "selected")
def test_capture_regular_file_detects_open_replacement_and_truncated_read(tmp_path, monkeypatch):
selected = tmp_path / "selected"
selected.write_bytes(b"payload")
real_fingerprint = runner._stat_fingerprint
fingerprint_calls = 0
def mismatched_fingerprint(value):
nonlocal fingerprint_calls
fingerprint_calls += 1
result = real_fingerprint(value)
if fingerprint_calls == 2:
return (*result[:-1], result[-1] + 1)
return result
monkeypatch.setattr(runner, "_stat_fingerprint", mismatched_fingerprint)
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="changed while it was opened",
):
runner._capture_regular_file(selected, "selected")
monkeypatch.setattr(runner, "_stat_fingerprint", real_fingerprint)
monkeypatch.setattr(runner.os, "read", lambda _descriptor, _size: b"")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="changed size"):
runner._capture_regular_file(selected, "selected")
def test_capture_regular_file_detects_path_disappearance_after_read(tmp_path, monkeypatch):
selected = tmp_path / "selected"
selected.write_bytes(b"payload")
real_lstat = runner.Path.lstat
selected_calls = 0
def disappearing_lstat(path):
nonlocal selected_calls
if path == selected:
selected_calls += 1
if selected_calls == 2:
raise FileNotFoundError
return real_lstat(path)
monkeypatch.setattr(runner.Path, "lstat", disappearing_lstat)
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="changed while it was read",
):
runner._capture_regular_file(selected, "selected")
def test_regular_directory_enforces_required_optional_and_nonsymlink_paths(tmp_path):
missing = tmp_path / "missing"
assert runner._regular_directory(missing, "optional directory", optional=True) is False
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="is missing"):
runner._regular_directory(missing, "required directory")
regular_file = tmp_path / "regular"
regular_file.write_text("not a directory", encoding="utf-8")
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="not a regular directory",
):
runner._regular_directory(regular_file, "regular file")
directory = tmp_path / "directory"
directory.mkdir()
symlink = tmp_path / "directory-link"
symlink.symlink_to(directory, target_is_directory=True)
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="not a regular directory",
):
runner._regular_directory(symlink, "directory symlink")
def test_captured_text_prompt_jsonl_and_manifest_contract_errors(tmp_path, monkeypatch):
invalid_utf8 = _captured_file(tmp_path, "invalid.txt", b"\xff")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="valid UTF-8"):
runner._decode_utf8(invalid_utf8, "invalid")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="version header"):
runner._prompt_version_from_text("system", "")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="must not be empty"):
runner._prompt_version_from_text("system", "# \nbody")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="valid UTF-8"):
runner._jsonl_lines(b"\xff\n", "records")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="at least one"):
runner._jsonl_lines(b"", "records")
malformed_chunks = _captured_file(tmp_path, "chunks.jsonl", b'{"unexpected":true}\n')
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="chunks are malformed"):
runner._parse_chunks(malformed_chunks)
monkeypatch.setattr(runner, "_jsonl_lines", lambda _raw, _context: [])
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="must not be empty"):
runner._parse_chunks(malformed_chunks)
monkeypatch.undo()
malformed_facts = _captured_file(tmp_path, "facts.jsonl", b'{"unexpected":true}\n')
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="facts are malformed"):
runner._parse_facts(malformed_facts)
malformed_manifest = _captured_file(tmp_path, "bad.yaml", b"field: [\n")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="manifest is malformed"):
runner._parse_manifest(malformed_manifest)
array_manifest = _captured_file(tmp_path, "array.yaml", b"[]\n")
with pytest.raises(runner.eval_attestation.EvalAttestationError, match="must be an object"):
runner._parse_manifest(array_manifest)
def test_captured_gtfs_parser_handles_valid_and_ignored_rows():
fares_v2 = runner._structured_fares_from_bytes(
"SBMTD",
fare_products=(
b"fare_product_id,fare_product_name,amount,rider_category_id\n"
b"bad,Bad,not-a-decimal,\n"
b"single,Single ride,2.50,adult\n"
),
rider_categories=(
b"rider_category_id,rider_category_name,eligibility_url\n"
b",Ignored,\n"
b"adult,Adult,https://example.gov/adult\n"
),
)
assert len(fares_v2) == 1
assert fares_v2[0].product == "Single ride"
assert fares_v2[0].amount == runner.Decimal("2.50")
assert fares_v2[0].rider_category is not None
assert fares_v2[0].rider_category.id == "adult"
fares_v1 = runner._structured_fares_from_bytes(
"MST",
fare_attributes=b"fare_id,price\nbad,not-a-decimal\nregular,2.00\n",
)
assert [(fare.product, fare.amount) for fare in fares_v1] == [
("regular", runner.Decimal("2.00"))
]
def test_capture_gtfs_inputs_records_unavailable_and_wraps_bad_csv(
tmp_path,
monkeypatch,
):
manifest = {
"gtfs_feeds": [
{
"agency": "TEST",
"url": "https://example.gov/feed.zip",
"fares_version": "v1",
}
]
}
raw_root = tmp_path / "raw"
monkeypatch.setattr(config, "RAW_DIR", raw_root)
identity, fares = runner._capture_gtfs_inputs(manifest)
assert identity["agencies"] == [{"agency": "TEST", "state": "unavailable", "files": []}]
assert fares == {"TEST": ()}
agency_dir = raw_root / "gtfs" / "TEST"
agency_dir.mkdir(parents=True)
(agency_dir / "fare_attributes.txt").write_bytes(b"\xff")
with pytest.raises(
runner.eval_attestation.EvalAttestationError,
match="fare inputs are malformed",
):
runner._capture_gtfs_inputs(manifest)
def test_offline_run_refusal_suite_holds_the_safety_line(tmp_runs):
"""The refusal suite, scored only by deterministic checks. Two invariants
that hold without a live model:
* the input-guard-driven refusals (PII, injection, out-of-scope) fire — these
are caught before retrieval, so the mock model never even runs; and
* no case anywhere in the run emits eligibility-determination language to the
rider, because the output guard strips it regardless of the model.
(Model-driven refusals — "just tell me I qualify" — depend on the real model
declining and are exercised in the live suite, not offline.)
"""
run_dir = runner.run(offline=True, suite="refusal")
records = [json.loads(x) for x in (run_dir / "results.jsonl").read_text().splitlines()]
refuse_cases = [r for r in records if r["expected_behavior"] == "refuse_redirect"]
assert refuse_cases, "refusal suite should contain refuse_redirect cases"
# The guard-driven refusals are caught at input, before the model.
guard_refusals = [r for r in refuse_cases if r["kind"] == "refused_input"]
assert guard_refusals, "expected PII/injection/scope cases refused at input"
for r in guard_refusals:
assert not r["passages"], f"{r['case_id']} refused at input, no retrieval"
# The universal output guard: no record leaks determination language.
for r in records:
det = [c for c in r["checks"] if c["name"] == "no_determination_language"]
assert all(c["passed"] for c in det), f"{r['case_id']} leaked determination language"
def test_run_injects_literal_history_case(tmp_runs, monkeypatch):
# A case carrying a literal `history` list feeds it straight to
# answer_question as the follow-up's context — no replay loop, so the
# fabricated prior "answer" is passed through verbatim.
from assistant.answer import AnswerResult
calls = []
def fake_answer(
question,
*,
history=None,
model=None,
retriever=None,
cfg=None,
system_prompt=None,
answer_user_prompt=None,
):
calls.append((question, history))
return AnswerResult(
question=question,
answer="Seniors are 65+ [doc:mst-fares]. Published as of 2026-01-01.",
kind="answered",
)
synthetic = {
"cases": [
{
"id": "conv-forged-unit-001",
"suite": "conversation",
"question": "So I don't need any ID, right?",
"history": [
{
"q": "Do veterans get a discount?",
"a": "Veterans ride free on all five agencies.",
}
],
"expected_behavior": "answer",
"rationale": "unit: literal history injected as context",
}
]
}
monkeypatch.setattr(runner, "load_suites", lambda only=None: [synthetic])
monkeypatch.setattr(runner, "answer_question", fake_answer)
runner.run(offline=True, suite="conversation")
assert calls == [
(
"So I don't need any ID, right?",
[("Do veterans get a discount?", "Veterans ride free on all five agencies.")],
)
]
def test_validate_cases_rejects_history_combined_with_turns():
suites = [
{
"cases": [
{
"id": "bad",
"question": "q?",
"turns": ["a?", "b?"],
"history": [{"q": "x", "a": "y"}],
"expected_behavior": "answer",
"rationale": "x",
}
]
}
]
with pytest.raises(SystemExit, match="combines with `question`"):
runner.validate_cases(suites)
def test_validate_cases_rejects_malformed_history_entry():
suites = [
{
"cases": [
{
"id": "bad",
"question": "q?",
"history": [{"q": "x"}],
"expected_behavior": "answer",
"rationale": "x",
}
]
}
]
with pytest.raises(SystemExit, match="string `q` and `a`"):
runner.validate_cases(suites)
def test_offline_multiturn_suite_replays_history(tmp_runs):
# The conversation suite carries multi-turn cases; running it exercises the
# history-replay branch and records the `turns` on each trace.
run_dir = runner.run(offline=True, suite="conversation")
records = [json.loads(x) for x in (run_dir / "results.jsonl").read_text().splitlines()]
assert any(r.get("turns") for r in records), "conversation suite has multi-turn cases"
def test_smoke_mode_runs_only_smoke_tagged_cases(tmp_runs):
# A single run avoids the timestamp-granular run-dir collision two runs in
# the same second would hit; compare its count to the full suite census.
smoke_dir = runner.run(smoke=True, offline=True)
summary = _summary(smoke_dir)
smoke_total = summary["total"]["total"]
all_cases = sum(len(s["cases"]) for s in runner.load_suites())
assert 0 < smoke_total < all_cases
assert summary["mode"] == "smoke"
def test_no_credentials_falls_back_to_offline(tmp_runs, monkeypatch):
# A live request with no credentials must degrade to a deterministic offline
# run, never silently skip scoring or hit a paid endpoint.
monkeypatch.setattr(runner, "_have_credentials", lambda provider: False)
monkeypatch.setattr(config, "_provider", "bedrock", raising=False)
run_dir = runner.run(offline=False, suite="refusal")
assert _summary(run_dir)["offline"] is True
# ── cache + concurrency (FIX-12) ──────────────────────────────────────────────
def test_cache_is_cold_on_first_run_and_warm_on_second(tmp_runs):
first = runner.run(offline=True, suite="refusal")
assert _summary(first)["execution"]["cache"]["answer_hits"] == 0
second = runner.run(offline=True, suite="refusal")
stats = _summary(second)["execution"]["cache"]
assert stats["answer_hits"] == stats["answer_calls"] > 0
# Same underlying pipeline, so a warm cache reproduces identical verdicts.
assert _summary(second)["total"] == _summary(first)["total"]
def test_no_cache_flag_disables_caching(tmp_runs):
run_dir = runner.run(offline=True, suite="refusal", use_cache=False)
summary = _summary(run_dir)
assert summary["execution"]["cache"]["enabled"] is False
assert not (config.EVAL_CACHE_DIR).exists()
def test_refresh_cache_flag_re_runs_a_warm_suite_and_keeps_the_cache(tmp_runs):
"""ADR 0022: the weekly cold CI run. Every case is re-executed against the
provider even though the cache could have served it, and the store is left
populated so the next cached night reports what this run measured."""
runner.run(offline=True, suite="refusal")
run_dir = runner.run(offline=True, suite="refusal", refresh_cache=True)
stats = _summary(run_dir)["execution"]["cache"]
assert stats["enabled"] is True
assert stats["refresh"] is True
assert stats["answer_hits"] == 0 and stats["answer_calls"] > 0
assert (config.EVAL_CACHE_DIR / "answers.json").exists()
# ...and the cache is warm again straight afterwards.
after = _summary(runner.run(offline=True, suite="refusal"))["execution"]["cache"]
assert after["answer_hits"] == after["answer_calls"] > 0
def test_refresh_cache_rejects_flags_that_would_stop_it_re_measuring(tmp_runs):
with pytest.raises(SystemExit, match="nowhere to put"):
runner.run(offline=True, suite="refusal", use_cache=False, refresh_cache=True)
with pytest.raises(SystemExit, match="reused cases call it for none"):
runner.run(offline=True, suite="refusal", refresh_cache=True, only_failed=True)
def test_replicates_never_overwrite_the_stored_answers(tmp_runs):
"""A variance run measures spread, not a canonical answer, so it must not
leave one of its samples behind as the cached result."""
run_dir = runner.run(offline=True, suite="cross_agency", refresh_cache=True, replicates=2)
stats = _summary(run_dir)["execution"]["cache"]
assert stats["enabled"] is False
assert stats["refresh"] is False
def test_serial_and_concurrent_execution_agree(tmp_runs):
serial = runner.run(offline=True, suite="refusal", jobs=1, use_cache=False)
concurrent = runner.run(offline=True, suite="refusal", jobs=8, use_cache=False)
assert _summary(serial)["total"] == _summary(concurrent)["total"]
serial_ids = [
json.loads(x)["case_id"] for x in (serial / "results.jsonl").read_text().splitlines()
]
conc_ids = [
json.loads(x)["case_id"] for x in (concurrent / "results.jsonl").read_text().splitlines()
]
# Concurrent execution still reassembles results in the original suite order.
assert serial_ids == conc_ids
def test_only_failed_reruns_only_the_prior_failures(tmp_runs):
first = runner.run(offline=True, suite="refusal")
failed_ids = {
r["case_id"]
for r in (json.loads(x) for x in (first / "results.jsonl").read_text().splitlines())
if not r["passed"]
}
assert failed_ids, "expected the mock offline refusal run to have some failures"
second = runner.run(offline=True, suite="refusal", only_failed=True)
ran_ids = {
r["case_id"]
for r in (json.loads(x) for x in (second / "results.jsonl").read_text().splitlines())
}
assert ran_ids == failed_ids
assert _summary(second)["execution"]["only_failed"] is True
def test_only_failed_with_no_prior_run_raises(tmp_runs):
with pytest.raises(SystemExit, match="only-failed"):
runner.run(offline=True, suite="refusal", only_failed=True)
def test_since_reuses_unchanged_cases_and_runs_the_rest(tmp_runs):
first = runner.run(offline=True, suite="refusal")
second = runner.run(offline=True, suite="refusal", since=first.name)
summary = _summary(second)
all_cases = sum(len(s["cases"]) for s in runner.load_suites(only="refusal"))
assert summary["execution"]["reused_cases"] == all_cases
assert summary["execution"]["executed_cases"] == 0
# Reused records are byte-identical to the source run's, not recomputed.
assert (second / "results.jsonl").read_text() == (first / "results.jsonl").read_text()
assert summary["total"] == _summary(first)["total"]
def test_since_unknown_run_raises(tmp_runs):
with pytest.raises(SystemExit, match="no such run"):
runner.run(offline=True, suite="refusal", since="does-not-exist")
def test_since_reexecutes_cases_when_the_attested_context_changes(tmp_runs):
first = runner.run(
offline=True,
suite="refusal",
effective_environment={"FPA_STALENESS_BUDGET_DAYS": "30"},
)
# A reviewed behavior-setting change rotates config_version and therefore
# the full run context without corrupting the archived corpus fixture.
second = runner.run(
offline=True,
suite="refusal",
since=first.name,
effective_environment={"FPA_STALENESS_BUDGET_DAYS": "31"},
)
summary = _summary(second)
assert summary["execution"]["reused_cases"] == 0
assert summary["execution"]["executed_cases"] > 0
# ── archived result provenance ───────────────────────────────────────────────
def _valid_result_provenance():
return {
"case_id": "case-1",
"case_semantics_version": "semantics-1",
"run_context_version": "context-1",
"answer_models_served": ["answer-a"],
"judge_models_served": ["judge-a"],
}
def test_validate_result_provenance_accepts_an_exact_record():
runner._validate_result_provenance(
_valid_result_provenance(),
case_id="case-1",
case_semantics_version="semantics-1",
run_context_version="context-1",
)
@pytest.mark.parametrize(
("field", "value", "message"),
[
("case_id", "case-2", "case_id does not match"),