feat(learn): candidate feature schema and builders (decision-engine task 1)

learn/schema.py is the closed, typed allow-list of candidate features: 66 features over
11 instruments (language one-hot, quick rules with 23 mechanism buckets and a prior count,
engine, repo-facts, source span, entry-point distance, roles, delta, verify, agree, model
sinks), two profiles (static 57; plane adds verify, agree and model sinks for 66), schema_version and a feature-set digest.
No repository, path, file, function, rule or commit identity is a feature; site_match,
in_fix_range, fixed-pin alerts, case.json fields and costs are refused. Missing is not zero:
each record carries per-instrument state (ran | none | failed | not_applicable), and every
feature of an instrument that did not run is null.

learn/features.py builds records on the host (build_for_scan, whole repository or base..head
delta); plane/tasks/features.py builds them per case in a Run from the delivered artifacts,
dropping site_match and in_fix_range on read and ignoring fixed-pin alerts. The generator
adds a model-free `features` entry per case before `remember`, which stores the records as
`features` rows (re-validated). memory KINDS gains features, label, decision, experiment,
arm_outcome and experiment_result. The committed validation-46 manifests are regenerated
(entries appended; the first Run's entries are unchanged). The runner image must be rebuilt
and re-pinned before a Run executes the new task.

Proof on real artifacts (scratch store, not committed): the recorded validation-46 run gives
75 feature records over 15 cases (43 verify candidates plus vulnerable-pin alerts), each
case's vulnerable pin exported and read (0.5k-9k files); remember stored 75 features rows
beside 43 verdict, 84 alert, 61 unit_cost, 15 facts and 8 coverage rows.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo
This commit is contained in:
Marius Ciepluch
2026-09-30 18:38:04 +02:00
co-authored by Claude Opus 5.5
parent edcf145b00
commit d1896cb8e7
17 changed files with 2129 additions and 31 deletions
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@@ -0,0 +1,196 @@
"""The candidate feature schema (learned-decision-engine task 1; Req 1.2, 7.2): a closed allow-list with no
identities, missing distinct from zero, and no label-carrying field reaching a feature."""
from __future__ import annotations
import copy
import tomllib
from pathlib import Path
from typing import Any
import pytest
from openultrasast.findings import quick_scan_findings
from openultrasast.learn import schema
from openultrasast.learn.features import Delta, Part, build_for_scan, record
from openultrasast.learn.schema import EXCLUDED_FIELDS, FEATURES, FeatureRecordError, validate_record
from openultrasast.mapping import analyze_entry_points, attach_reachability_hints
from openultrasast.plane.tasks.features import case_features
from openultrasast.preprocess import preprocess_repository
from openultrasast.rank import rank_targets
ROOT = Path(__file__).resolve().parents[1]
APP = """import os
def {inner}(value):
os.system(value)
def {outer}():
{inner}("x")
"""
def _scan(root: Path) -> list[dict[str, Any]]:
_, targets = preprocess_repository(root)
assert targets and all((root / t.path).stat().st_size > 0 for t in targets), "the fixture was read"
targets = attach_reachability_hints(targets, analyze_entry_points(root, targets))
findings = quick_scan_findings(root, targets, rank_targets(targets))
assert findings, "the fixture's os.system fires a quick rule"
engine = {"questions": 3, "completed": 3, "degradations": [], "findings": []}
return build_for_scan(root, findings, engine)
def _repo(root: Path, path: str, inner: str, outer: str) -> Path:
(root / path).parent.mkdir(parents=True, exist_ok=True)
(root / path).write_text(APP.format(inner=inner, outer=outer))
return root
# --- the allow-list ----------------------------------------------------------------------------------------------
def test_features_are_allow_listed(tmp_path: Path) -> None:
names = [spec.name for spec in FEATURES]
assert len(names) == len(set(names)), "a feature name is declared twice"
for spec in FEATURES:
assert spec.type in ("bool", "int", "float", "enum"), f"{spec.name}: no free text"
assert spec.instrument in schema.INSTRUMENTS and spec.profile in schema.PROFILES
assert (spec.type == "int") == (spec.cap is not None), spec.name
assert (spec.type == "enum") == bool(spec.vocabulary), spec.name
assert spec.name.rsplit(".", 1)[-1] not in EXCLUDED_FIELDS, f"{spec.name} names a label or identity field"
mechanisms = tomllib.loads((ROOT / "benchmarks" / "pairs" / "mechanisms.toml").read_text())["mechanism"]
assert tuple(m["id"] for m in mechanisms) == schema.MECHANISMS, "the mechanism buckets are the closed vocabulary"
assert set(schema.RULE_TAG_MECHANISM.values()) <= set(schema.MECHANISMS)
records = _scan(_repo(tmp_path, "app/one.py", "alpha", "beta"))
assert records
for rec in records:
assert set(rec["x"]) == {s.name for s in schema.features_for("static")}, "every emitted key is in FEATURES"
assert rec["profile"] == "static" and not any(k.startswith(("verify.", "agree.", "ms.")) for k in rec["x"])
assert {s.name for s in schema.features_for("static")} < set(names)
assert [s.name for s in FEATURES if s.prior] == ["qr.prior_hits"]
def test_record_is_name_invariant(tmp_path: Path) -> None:
"""Two repositories that differ only in repository name, paths, file and function names and commit ids give the
same features: nothing identifies a repository."""
first = _scan(_repo(tmp_path / "acme-shop", "app/one.py", "alpha", "beta"))
second = _scan(_repo(tmp_path / "other-thing", "lib/sub/two.py", "gamma", "delta"))
assert [r["x"] for r in first] == [r["x"] for r in second]
assert [r["instruments"] for r in first] == [r["instruments"] for r in second]
assert first[0]["candidate"] != second[0]["candidate"], "the key differs; it lives only in the envelope"
assert first[0]["x"]["qr.enabled_hits"] >= 1 and first[0]["x"]["facts.entry_distance"] is not None
root = tmp_path / "acme-shop"
_, targets = preprocess_repository(root)
findings = quick_scan_findings(root, targets, rank_targets(targets))
changed = {"app/one.py": [(5, 5)]}
one = build_for_scan(root, findings, None, base=Delta(root, changed, pin="a" * 40))
two = build_for_scan(root, findings, None, base=Delta(root, changed, pin="b" * 40))
assert len(one) == 1 and one[0]["unit"] == "delta" and one[0]["base"] == "a" * 40
assert one[0]["x"]["delta.novelty"] == "new" and one[0]["x"]["delta.changed_lines"] == 1
assert [r["x"] for r in one] == [r["x"] for r in two], "a commit id is envelope, never a feature"
# --- label fields ------------------------------------------------------------------------------------------------
AGREED = {
"family": "injection",
"candidates": [
{"candidate": "a.py::f", "site": "a.py:4:f", "a": True, "b": False, "c": True, "agreed": True, "site_match": True,
"finding": {"family": "injection", "reported_at": "a.py:5"}},
],
"disputed": [],
} # fmt: skip
PASSES = {
"a": [{"path": "a.py", "candidates": [["a.py", "f", 4]], "flagged": [{"candidate": "a.py::f", "reported_at": "a.py:5"}], "turns": 4}],
"b": [{"path": "a.py", "candidates": [["a.py", "f", 4]], "flagged": [], "turns": 6}],
"c": [{"path": "a.py", "candidates": [["a.py", "f", 4]], "flagged": [{"candidate": "a.py::f", "reported_at": "a.py:4"}], "turns": 5}],
}
ALERTS = [
{"rule_id": "python-os-command", "rule_status": "enabled", "path": "a.py", "line": 5, "function": "f", "pin_role": "vulnerable",
"in_fix_range": True},
] # fmt: skip
SUMMARY = {"status": "done", "quick_languages": ["python"], "engine_languages": ["php"]}
def _plane(**overrides: Any) -> list[dict[str, Any]]:
inputs: dict[str, Any] = {
"facts": {"callers": {"a.py::f": [{"path": "b.py", "line": 2}]}}, "passes": PASSES, "models": {"a": "m", "b": "m", "c": "m"},
"agreed": AGREED, "alerts": ALERTS, "alerts_summary": SUMMARY,
} # fmt: skip
return case_features(**{**inputs, **overrides})
def test_label_fields_never_reach_features() -> None:
baseline = _plane()
assert [r["candidate"] for r in baseline] == ["a.py::f"] and baseline[0]["profile"] == "plane"
x = baseline[0]["x"]
assert (x["verify.flag_a"], x["verify.flag_b"], x["verify.flag_c"], x["verify.votes"]) == (True, False, True, 2)
assert x["agree.final"] == "agreed" and x["qr.enabled_hits"] == 1 and x["verify.site_offset"] == 0
flipped = copy.deepcopy(AGREED)
flipped["candidates"][0]["site_match"] = False
outside = [{**ALERTS[0], "in_fix_range": False}]
fixed_pin = [*ALERTS, {**ALERTS[0], "pin_role": "fixed", "line": 9}, {**ALERTS[0], "pin_role": "fixed", "function": "g"}]
for variant in (_plane(agreed=flipped), _plane(alerts=outside), _plane(alerts=fixed_pin)):
assert variant == baseline, "site_match, in_fix_range and fixed-pin alerts change nothing"
for field in ("site_match", "in_fix_range", "rule_id", "path", "repo", "usd"):
smuggled = copy.deepcopy(baseline[0])
smuggled["x"][field] = True
with pytest.raises(FeatureRecordError, match="allow-list"):
validate_record(smuggled)
with pytest.raises(FeatureRecordError):
validate_record({**baseline[0], field: True})
# --- missing is not zero -----------------------------------------------------------------------------------------
def test_missing_is_not_zero() -> None:
uncovered = _plane(alerts=[], alerts_summary={**SUMMARY, "quick_languages": ["php"]})[0]
assert uncovered["instruments"]["quick"]["state"] == "none"
assert all(v is None for k, v in uncovered["x"].items() if k.startswith("qr."))
covered = _plane(alerts=[])[0]
assert covered["instruments"]["quick"]["state"] == "ran"
assert covered["x"]["qr.enabled_hits"] == 0 and covered["x"]["qr.shadow_hits"] == 0, "ran and found nothing is 0"
no_alerts = _plane(alerts=[], alerts_summary=None)[0]
assert no_alerts["instruments"]["quick"]["state"] == "none" and no_alerts["x"]["qr.enabled_hits"] is None
assert covered["instruments"]["engine"]["state"] == "none" and covered["x"]["eng.findings"] is None
assert covered["instruments"]["delta"]["state"] == "not_applicable" and covered["x"]["delta.novelty"] is None
failed = _plane(alerts_summary={**SUMMARY, "status": "failed"})[0]
assert failed["instruments"]["quick"]["state"] == "failed" and failed["x"]["qr.enabled_hits"] is None
php = {"path": "p.php", "line": 3, "function": "q", "pin_role": "vulnerable", "rule_id": "engine:injection", "rule_status": "enabled"}
engine = {**SUMMARY, "engine": {"vulnerable": {"questions": 0, "completed": 0, "files": 5, "degradations": []}}}
[_, unread] = _plane(alerts=[*ALERTS, php], alerts_summary=engine)
assert unread["instruments"]["engine"]["state"] == "failed" and unread["x"]["eng.findings"] is None, "no question is not zero"
def test_build_for_scan_marks_an_engine_that_did_not_run_or_read(tmp_path: Path) -> None:
root = _repo(tmp_path / "r", "app/one.py", "alpha", "beta")
_, targets = preprocess_repository(root)
findings = quick_scan_findings(root, targets, rank_targets(targets))
unread = build_for_scan(root, findings, {"questions": 0, "findings": []})
absent = build_for_scan(root, findings, None)
assert {r["instruments"]["engine"]["state"] for r in unread} == {"failed"}
assert {r["instruments"]["engine"]["state"] for r in absent} == {"none"}
assert all(r["x"]["eng.findings"] is None for r in (*unread, *absent))
def test_validate_record_refuses_values_outside_their_type() -> None:
good = _plane()[0]
validate_record(good)
for name, value in (("agree.final", "maybe"), ("verify.votes", 4), ("qr.enabled_hits", -1), ("lang.python", 1)):
bad = copy.deepcopy(good)
bad["x"][name] = value
with pytest.raises(FeatureRecordError, match=name.replace(".", r"\.")):
validate_record(bad)
null = copy.deepcopy(good)
null["x"]["agree.final"] = None
with pytest.raises(FeatureRecordError, match="null is not allowed"):
validate_record(null)
value = copy.deepcopy(good)
value["x"]["ms.flagged"] = False
with pytest.raises(FeatureRecordError, match="must be null"):
validate_record(value)
with pytest.raises(FeatureRecordError, match="outside the static profile"):
record("a.py::f", "injection", "python", "static", {"verify": Part("ran", {})})
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"""The plane task `features` (learned-decision-engine task 1) on validation-46's recorded lmdeploy case
(``tests/fixtures/plane-remember``), and `remember` storing its records as `features` rows."""
from __future__ import annotations
import json
import shutil
from pathlib import Path
import pytest
from openultrasast.learn.schema import FeatureRecordError, feature_set_digest
from openultrasast.plane.memory import FileStore
from openultrasast.plane.tasks import features
from openultrasast.plane.tasks.remember import Context, remember_run, rows_for
FIXTURE = Path(__file__).parent / "fixtures" / "plane-remember" / "validation-46"
CASE = "lmdeploy-media-url-ssrf"
@pytest.fixture
def run_dir(tmp_path: Path) -> Path:
target = tmp_path / "plane" / "validation-46"
shutil.copytree(FIXTURE, target)
return target
def _checkout(root: Path) -> Path:
media = root / "lmdeploy" / "vl" / "media"
media.mkdir(parents=True)
(media / "connection.py").write_text("def _is_safe_url(u):\n return True\n\n\ndef _load_http_url(u):\n x = 1\n return x\n")
return root
def test_features_of_the_recorded_case(run_dir: Path, tmp_path: Path) -> None:
[rec] = features.recorded_case(run_dir, CASE, workspace=_checkout(tmp_path / "checkout"))
assert (rec["candidate"], rec["family"], rec["profile"], rec["unit"]) == (
"lmdeploy/vl/media/connection.py::_load_http_url", "untrusted_destination", "plane", "pin",
) # fmt: skip
x, states = rec["x"], {k: v["state"] for k, v in rec["instruments"].items()}
assert (x["verify.flag_a"], x["verify.flag_b"], x["verify.flag_c"], x["verify.votes"]) == (True, True, None, 2)
assert x["agree.final"] == "agreed" and x["facts.callers"] == 0 and x["facts.is_global"] is False
assert x["facts.function_lines"] == 3 and x["lang.python"] is True and x["verify.site_offset"] == 0
assert states["verify"] == states["agree"] == states["facts"] == states["source"] == "ran"
assert states["quick"] == states["engine"] == "none", "no alerts task in this Run: no coverage, not zero hits"
assert rec["instruments"]["verify"]["version"] == "deepseek-flash" and rec["feature_set_digest"] == feature_set_digest()
assert "site_match" not in json.dumps(rec), "the fixture's site_match: true was dropped on read"
[without] = features.recorded_case(run_dir, CASE)
assert without["instruments"]["source"]["state"] == "none" and without["x"]["facts.function_lines"] is None
def test_the_task_writes_records_and_remember_stores_them(run_dir: Path, tmp_path: Path) -> None:
out = tmp_path / "out"
env = {
"OUSAST_OUTPUT_DIR": str(out), "OUSAST_INPUT_FACTS": str(run_dir / f"{CASE}-facts" / "facts.json"),
"OUSAST_INPUT_AGREED": str(run_dir / f"{CASE}-final" / "agreed.json"),
**{f"OUSAST_INPUT_PASS_{p.upper()}": str(run_dir / f"{CASE}-v{p}" / "units.jsonl") for p in "abc"},
**{f"OUSAST_INPUT_SUMMARY_{p.upper()}": str(run_dir / f"{CASE}-v{p}" / "summary.json") for p in "abc"},
} # fmt: skip
assert features.main(env) == 0
summary = json.loads((out / "summary.json").read_text())
assert (summary["status"], summary["records"], summary["usd"], summary["calls"]) == ("done", 1, 0, 0)
assert summary["instruments"]["verify"] == {"ran": 1} and summary["instruments"]["quick"] == {"none": 1}
(run_dir / f"{CASE}-features").mkdir()
shutil.copy(out / features.OUTPUT, run_dir / f"{CASE}-features" / features.OUTPUT)
store = FileStore(tmp_path / "memory")
[result] = remember_run(run_dir, store, population="population-v2", split="validation")
assert result.kinds == {"facts": 1, "unit_cost": 2, "verdict": 1, "features": 1}
[row] = store.rows(kind="features")
assert row.row["candidate"] == "lmdeploy/vl/media/connection.py::_load_http_url" and row.row["family"] == "untrusted_destination"
assert row.row["repo"] == "example.com/reserved/lmdeploy" and row.row["x"]["agree.final"] == "agreed"
def test_remember_refuses_a_record_outside_the_allow_list(run_dir: Path) -> None:
[rec] = features.recorded_case(run_dir, CASE)
rec["x"]["site_match"] = True
ctx = Context("r", "c-remember", "https://github.com/o/r.git", "0" * 40, "sha256:" + "1" * 64)
with pytest.raises(FeatureRecordError, match="site_match"):
rows_for(ctx, facts=None, passes={}, models={}, agreed=None, features=[rec])
def test_the_task_fails_loudly_without_an_output_dir() -> None:
assert features.main({}) == 2
+11 -2
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@@ -56,7 +56,8 @@ def test_model_prices_are_the_endpoint_prices() -> None:
def test_validation_run_resolves_and_renders_every_task(tmp_path: Path) -> None:
run, manifests = reconciler.load_run(RUN)
assert len(run.tasks) == 105 # per case: facts, va, vb, agree, then vc, final, then remember (harnessx-removal task 4)
# per case: facts, va, vb, agree, then vc, final, then features (learned-decision-engine task 1) and remember
assert len(run.tasks) == 120
population = {c["id"]: c for c in tomllib.loads(POPULATION.read_text())["case"]}
ax_names: set[str] = set()
for task in manifests.tasks.values():
@@ -96,7 +97,9 @@ def test_tiebreak_appends_thirty_tasks_and_keeps_the_first_sixty_byte_identical(
first = text.split(" - name: budibase-mongo-template-nosqli-vc\n", 1)[0]
assert hashlib.sha256(first.encode()).hexdigest() == FIRST_RUN_ENTRIES
run, manifests = reconciler.load_run(RUN)
old, new, remembered = run.tasks[:60], run.tasks[60:90], run.tasks[90:]
old, new, appended = run.tasks[:60], run.tasks[60:90], run.tasks[90:]
assert [e.name.rsplit("-", 1)[1] for e in appended] == ["features", "remember"] * 15
remembered = appended[1::2]
assert [e.name.rsplit("-", 1)[1] for e in old] == ["facts", "va", "vb", "agree"] * 15
assert [e.name.rsplit("-", 1)[1] for e in new] == ["vc", "final"] * 15
for vc, final in zip(new[::2], new[1::2], strict=True):
@@ -112,9 +115,15 @@ def test_tiebreak_appends_thirty_tasks_and_keeps_the_first_sixty_byte_identical(
for entry in (vc, final):
name = reconciler._ax_name(run.metadata.name, entry.name, limit=reconciler.TASK_NAME_LIMIT)
assert len(name) <= reconciler.TASK_NAME_LIMIT
for entry in appended[::2]: # learned-decision-engine task 1: model-free, the chain's artifacts in, records out
case = entry.name.removesuffix("-features")
assert entry.inputs["agreed"] == f"{case}-final/agreed.json" and entry.outputs == ("features.jsonl", "summary.json")
assert entry.budget is not None and (entry.budget.usd, entry.budget.calls) == (0, 0)
assert reconciler.MODEL_ANNOTATION not in manifests.tasks[entry.task].metadata.annotations
for entry in remembered: # harnessx-removal task 4: appended after the tie-break, model-free
case = entry.name.removesuffix("-remember")
assert entry.inputs["agreed"] == f"{case}-final/agreed.json" and entry.inputs["pass_c"] == f"{case}-vc/units.jsonl"
assert entry.inputs["features"] == f"{case}-features/features.jsonl"
assert entry.budget is not None and (entry.budget.usd, entry.budget.calls) == (0, 0)
assert reconciler.MODEL_ANNOTATION not in manifests.tasks[entry.task].metadata.annotations
assert len(reconciler._ax_name(run.metadata.name, entry.name, limit=reconciler.TASK_NAME_LIMIT)) <= reconciler.TASK_NAME_LIMIT
+13 -6
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@@ -169,15 +169,18 @@ def test_fix_ranges_new_side_are_the_fixed_pins_lines(tmp_path: Path) -> None:
def test_every_case_ends_in_remember_and_the_loop_is_model_free(tmp_path: Path) -> None:
plain = render([_case()], _templates(), "validation-46", "t", population="population-v2", split="validation")
run, _ = reconciler.load_run(_write(tmp_path / "plain", plain))
assert [e.name.removeprefix(f"{CASE}-") for e in run.tasks] == [*CHAIN[:4], "vc", "final", "remember"]
assert [e.name.removeprefix(f"{CASE}-") for e in run.tasks] == [*CHAIN[:4], "vc", "final", "features", "remember"]
remember = run.task(f"{CASE}-remember")
assert remember.inputs["agreed"] == f"{CASE}-final/agreed.json" and "alerts" not in remember.inputs
assert set(remember.producers) == {f"{CASE}-{step}" for step in ("facts", "va", "vb", "vc", "final")}
assert set(remember.producers) == {f"{CASE}-{step}" for step in ("facts", "va", "vb", "vc", "final", "features")}
assert set(run.task(f"{CASE}-features").producers) == {f"{CASE}-{step}" for step in ("facts", "va", "vb", "vc", "final")}
files = render([_case(fixed_ranges={"x.py": [(1, 2)]})], _templates(), "validation-46", "t", population="p", split="s", loop=LOOP)
run, manifests = reconciler.load_run(_write(tmp_path / "loop", files))
names = [e.name for e in run.tasks]
assert names[:6] == [f"{CASE}-{step}" for step in CHAIN] and names[6:] == [f"{CASE}-alerts", f"{CASE}-remember", *LOOP_TASKS]
assert names[:6] == [f"{CASE}-{step}" for step in CHAIN]
assert names[6:] == [f"{CASE}-alerts", f"{CASE}-features", f"{CASE}-remember", *LOOP_TASKS]
assert run.task(f"{CASE}-features").inputs["alerts"] == f"{CASE}-alerts/alerts.jsonl", "features read the alerts"
assert run.task(f"{CASE}-remember").inputs["alerts"] == f"{CASE}-alerts/alerts.jsonl"
assert run.task(f"{CASE}-remember").inputs["alerts_summary"] == f"{CASE}-alerts/summary.json", "the coverage travels too"
measure_inputs = {f"remember_{CASE}": f"{CASE}-remember/memory.jsonl", "snapshot": "memory-snapshot/rows.jsonl"}
@@ -262,6 +265,7 @@ def test_the_loop_runs_as_one_plane_run_and_the_gate_rejects_a_demotion_that_cos
fake.script({
f"{CASE}-alerts": {"exec": {"env": {"PYTHONPATH": SRC, "OUSAST_WORKSPACE_DIR": str(vulnerable), "OUSAST_FIXED_DIR": str(fixed),
"OUSAST_INPUT_CASE": str(tmp_path / "case.json")}}},
f"{CASE}-features": {"exec": {"env": {"PYTHONPATH": SRC, "OUSAST_WORKSPACE_DIR": str(vulnerable)}}},
f"{CASE}-remember": {"exec": {"env": {"PYTHONPATH": SRC}}},
"loop-measure": {"exec": {"env": {"PYTHONPATH": SRC}}},
"loop-propose": {"exec": {"env": project_env}},
@@ -271,10 +275,10 @@ def test_the_loop_runs_as_one_plane_run_and_the_gate_rejects_a_demotion_that_cos
assert cli.main(["plane", "run", str(manifest), "--ax", str(fake.ax)]) == 0, (fake.root / "ax.log").read_text()[-3000:]
statuses = {name: info["status"] for name, info in json.loads((base / "state.json").read_text())["tasks"].items()}
assert set(statuses.values()) == {"done"} and len(statuses) == 12
assert set(statuses.values()) == {"done"} and len(statuses) == 13
assert json.loads((base / "memory-snapshot" / "index.json").read_text())["kept"] == 4, "seeded on the host, not run"
delivered = [name for _, name in fake.events("delivered")]
assert delivered == [f"{CASE}-alerts", f"{CASE}-remember", "loop-measure", "loop-propose", "loop-improve"]
assert delivered == [f"{CASE}-alerts", f"{CASE}-features", f"{CASE}-remember", "loop-measure", "loop-propose", "loop-improve"]
measure = json.loads((base / "loop-measure" / "measure.json").read_text())
assert measure["run_metrics"]["declared_sites_agreed"] == 1 and measure["run_metrics"]["candidates"] == 1
@@ -297,10 +301,13 @@ def test_the_loop_runs_as_one_plane_run_and_the_gate_rejects_a_demotion_that_cos
report = reconciler.attribution("validation-46")
for row in report["tasks"]:
if row["task"] in (f"{CASE}-alerts", f"{CASE}-remember", *LOOP_TASKS):
if row["task"] in (f"{CASE}-alerts", f"{CASE}-features", f"{CASE}-remember", *LOOP_TASKS):
assert row["model"] is None and row["usd"] in (0, None) and row["calls"] in (0, None), row
ingested = FileStore(store.root)
outcomes = ingested.rows(kind="proposal_outcome")
assert {r.row["outcome"] for r in outcomes} == {"reverted"} and len(outcomes) == 2, "one per (repo, pin) of the evidence"
[fixed_alert] = ingested.rows(repo="example.com/reserved/lmdeploy", pin=FIXED, kind="alert")
features = {r.row["candidate"]: r.row for r in ingested.rows(kind="features")}
assert set(features) == {"lmdeploy/vl/media/connection.py::_load_http_url"}, "no fixed-pin alert became a candidate"
assert all(r["pin"] == VULNERABLE and "in_fix_range" not in json.dumps(r["x"]) for r in features.values())
assert fixed_alert.row["in_fix_range"] is True and fixed_alert.row["function"] == "load"