mirror of
https://github.com/norandom/OpenUltraSAST.git
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Marius CiepluchandClaude Fable 5.1
bbbb0f397e
The held-out benchmark keeps the 40-commit floor and the union of twelve-commit stratified draws. A training freeze passes floor=20 (never below the ratio) and the record carries ordinary_floor. When the union of twelve-commit draws cannot reach the count (small cells stay unallocated on every draw), one stratified draw of the full count is used; with count equal to the eligible commits that is every one of them. Co-Authored-By: Claude Fable 5.1 <[email protected]>
487 lines
20 KiB
Python
487 lines
20 KiB
Python
"""Offline fixtures for the valid detection benchmark."""
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import importlib
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import json
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import math
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import os
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import subprocess
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import sys
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import tomllib
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from pathlib import Path
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import pytest
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sys.path.insert(0, str(Path(__file__).resolve().parents[1]))
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catalog = importlib.import_module("benchmarks.valid.catalog")
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verify = importlib.import_module("benchmarks.valid.verify")
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assemble = importlib.import_module("benchmarks.valid.assemble")
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metrics = importlib.import_module("benchmarks.valid.metrics")
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extract = importlib.import_module("benchmarks.unseen.extract")
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replay = importlib.import_module("benchmarks.unseen.replay")
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score = importlib.import_module("benchmarks.unseen.score")
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ChatResponse = importlib.import_module("openultrasast.tool_hunter").ChatResponse
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@pytest.fixture(autouse=True)
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def offline(monkeypatch):
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def forbidden(*args, **kwargs):
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pytest.fail("network or SZZ was invoked")
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import socket
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monkeypatch.setattr(socket, "create_connection", forbidden)
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monkeypatch.setattr(socket.socket, "connect", forbidden)
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monkeypatch.setattr(extract, "introducing", forbidden)
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monkeypatch.setattr(extract.Git, "blame", forbidden)
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for var in ("GIT_DIR", "GIT_WORK_TREE", "GIT_INDEX_FILE", "GIT_OBJECT_DIRECTORY", "GIT_ALTERNATE_OBJECT_DIRECTORIES"):
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monkeypatch.delenv(var, raising=False)
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@pytest.fixture
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def pair(tmp_path):
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commit_count = 0
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def runner(argv, **kwargs):
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nonlocal commit_count
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assert not {"fetch", "clone", "pull", "push", "blame"} & set(argv)
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assert not any(arg.startswith("-L") for arg in argv)
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if "commit" in argv:
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timestamp = f"@{1600000000 + commit_count * 86400} +0000"
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kwargs["env"] = {**os.environ, "GIT_AUTHOR_DATE": timestamp, "GIT_COMMITTER_DATE": timestamp}
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commit_count += 1
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return subprocess.run(argv, **kwargs)
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git = extract.Git(tmp_path, runner=runner)
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git.run("init", "-q")
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git.run("config", "user.name", "Fixture")
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git.run("config", "user.email", "[email protected]")
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pre = 'from flask import request\n@app.route("/run")\ndef handler():\n return eval(request.args["code"])\n'
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post = pre.replace('eval(request.args["code"])', 'int(request.args["code"])')
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commits = []
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for text in (pre, post):
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(tmp_path / "app.py").write_text(text)
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git.run("add", "app.py")
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git.run("commit", "-qm", "fixture")
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commits.append(git.run("rev-parse", "HEAD").strip())
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source = dict(
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repository="fixture/app",
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url="https://github.com/fixture/app",
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parent=commits[0],
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fix=commits[1],
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advisory="GHSA-fixture",
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cwe="CWE-94",
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family="injection",
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advisory_text="Request code is evaluated.",
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)
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(case,) = catalog.build_cases(git, source)
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return git, case
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def test_fix_site_catalog(pair, tmp_path):
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git, case = pair
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assert case["method"] == "fix_site"
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assert case["function"] == "handler"
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assert case["function_lines"] == [[3, 4]]
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assert case["language"] == "python" and case["cwe"] == "CWE-94"
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sides = catalog.read_functions(git, case)
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assert 'eval(request.args["code"])' in sides["pre_fix"]
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assert 'int(request.args["code"])' in sides["post_fix"]
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path = tmp_path / "catalog.toml"
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catalog.write_catalog(path, [case])
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assert tomllib.loads(path.read_text())["case"] == [case]
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class Stub:
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def __init__(self, **changes):
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self.calls = []
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self.answer = dict(
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vulnerable_pre_fix=True,
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fix_addresses_it=True,
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reachable_in_repo=True,
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entry_point="Flask route /run using request.args",
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confidence=0.86,
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advisory_cited=True,
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**changes,
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)
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def complete(self, **kwargs):
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self.calls.append(kwargs)
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return ChatResponse(content=json.dumps(self.answer))
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@pytest.mark.parametrize("failed", [None, "vulnerable_pre_fix", "fix_addresses_it", "reachable_in_repo"])
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@pytest.mark.parametrize("decision", ["accept", "reject", None])
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def test_verification_requires_three_checks_and_human(pair, capsys, failed, decision):
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git, case = pair
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stub = Stub()
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if failed:
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stub.answer[failed] = False
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record = verify.verify_case(git, case, client=stub)
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assert len(stub.calls) == 1
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assert record["verdict"] != "accepted"
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assert "pre_fix" in capsys.readouterr().out
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prompt = json.dumps(stub.calls[0]["messages"])
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assert "eval(" in prompt and "int(" in prompt and "@app.route" in prompt
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if decision:
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record = verify.spot_check(record, decision, "AB", "2026-10-12")
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assert (record["verdict"] == "accepted") == (not failed and decision == "accept")
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def test_empty_read_and_invalid_verdict(pair, monkeypatch):
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git, case = pair
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stub = Stub()
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monkeypatch.setattr(git, "blob", lambda *args: "")
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with pytest.raises(extract.InstrumentFailure):
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verify.verify_case(git, case, client=stub)
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assert not stub.calls
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def test_spot_check_cli(pair, tmp_path):
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git, case = pair
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record = verify.verify_case(git, case, client=Stub())
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path = tmp_path / "verification.json"
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verify.write_records(path, [record])
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assert verify.main(["spot-check", str(path), case["id"], "accept", "--reviewer", "AB", "--date", "2026-10-12"]) == 0
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assert json.loads(path.read_text())["cases"][0]["verdict"] == "accepted"
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def ordinary_rows(n=90):
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return [
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dict(
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head=f"{i + 10:040x}",
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parents=[f"{i + 9:040x}"],
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timestamp=i,
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author="Fixture",
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message="ordinary edit",
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files=[dict(path="other.py", added=1, removed=1, head_lines=[[2, 2]], functions=["other"], generated=False)],
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)
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for i in range(n)
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]
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def accepted(case):
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return dict(
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id=case["id"],
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vulnerable_pre_fix=True,
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fix_addresses_it=True,
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reachable_in_repo=True,
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entry_point="Flask route /run",
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confidence=0.86,
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model="stub",
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advisory_cited=True,
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human_spot_check=dict(decision="accept", reviewer="AB", date="2026-10-12"),
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verdict="accepted",
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)
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def test_deterministic_freeze_and_replay(pair, tmp_path, monkeypatch):
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git, case = pair
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calls = []
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def history(git, head):
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calls.append(head)
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return ordinary_rows()
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monkeypatch.setattr(extract, "ordinary_history", history)
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kwargs = dict(cases=[case], verifications=[accepted(case)], repos={case["repo"]: git}, used=set(), seed=7)
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a = assemble.freeze(tmp_path / "a", **kwargs)
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b = assemble.freeze(tmp_path / "b", **kwargs)
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assert a == b and calls
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manifest = tomllib.loads((tmp_path / "a/pool-valid.toml").read_text())
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(row,) = manifest["repository"]
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pos = [c for c in row["changes"] if c["kind"] == "vulnerability"]
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neg = [c for c in row["changes"] if c["kind"] == "ordinary"]
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assert len(neg) >= 20 * len(pos) and len({c["head"] for c in neg}) == len(neg)
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assert pos[0]["base"] == case["commit"] and pos[0]["head"] == case["parent"]
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assert case["commit"] not in {c["head"] for c in neg}
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loaded = replay.load_slice(tmp_path / "a/pool-valid.toml", 1)
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assert len(loaded) == len(row["changes"]) and loaded[0]["case_id"] == case["id"]
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assert assemble.freeze(tmp_path / "a", **kwargs) == a
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def test_held_out_guard_drops_used_repo_before_reading(pair, tmp_path, monkeypatch):
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git, case = pair
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other = {**case, "repo": "fixture/used", "id": "used-case"}
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monkeypatch.setattr(extract, "ordinary_history", lambda *args: ordinary_rows())
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result = assemble.freeze(
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tmp_path,
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cases=[case, other],
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verifications=[accepted(case), accepted(other)],
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repos={case["repo"]: git},
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used={"https://github.com/FIXTURE/USED.git"},
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seed=7,
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)
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assert result["guard_result"] == 0 and result["dropped_count"] == 1
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assert [r["repository"] for r in tomllib.loads((tmp_path / "pool-valid.toml").read_text())["repository"]] == [case["repo"]]
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def record(id, kind, flagged, caught=True):
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return dict(
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id=id,
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case_id=id,
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repo="fixture/app",
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kind=kind,
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family="injection",
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path="app.py",
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function="handler",
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files=[dict(path="app.py", head_lines=[[4, 4]])],
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instrument=dict(head_verified=True, base_verified=True, hook_exit=0, changed_bytes={"app.py": 40}, hook_bytes_read=40),
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push=dict(admission=dict(defects=[dict(locations=[["app.py", 4]], family="injection" if caught else "path")] if flagged else [])),
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)
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def hand_wilson(k, n):
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denominator = n + 1.96**2
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center = (k + 1.96**2 / 2) / denominator
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half = 1.96 * math.sqrt(k * (n - k) / n + 1.96**2 / 4) / denominator
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return [center - half, center + half]
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def proof(id, observed=True):
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return dict(
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case_id=id,
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verification=dict(
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outcome="demonstrated" if observed else "inconclusive",
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sides=[dict(outcome="observed", runs=[dict(observed=v)] * 3) for v in (observed, False)],
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),
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)
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def test_metrics_hand_calculations():
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rows = [
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record("p1", "vulnerability", True),
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record("p2", "vulnerability", True),
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record("p3", "vulnerability", False),
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record("n1", "ordinary", True),
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record("n2", "ordinary", False),
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]
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base = score.score(rows)
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result = metrics.summarize(rows, scored=base, proofs=[proof("p1")])
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assert result["recall"]["rate"] == pytest.approx(2 / 3)
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assert result["recall"]["wilson95"] == pytest.approx(hand_wilson(2, 3))
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assert result["recall"]["cluster95"] == pytest.approx([2 / 3, 2 / 3])
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assert result["precision"]["rate"] == pytest.approx(2 / 3)
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assert result["precision"]["wilson95"] == pytest.approx(hand_wilson(2, 3))
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fa = result["false_alarms_per_100_pushes"]
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assert fa["rate"] == 50 and fa["wilson95"] == pytest.approx([v * 100 for v in hand_wilson(1, 2)])
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assert fa["cluster95"] == [50, 50]
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proved = result["exploit_verified"]
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assert proved["count"] == proved["n"] == 1 and proved["rate"] == 1
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assert proved["flagged_positives"] == 2 and proved["not_yet_proved"] == ["p2"]
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assert proved["wilson95"] == pytest.approx(hand_wilson(1, 1))
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assert result["headline"] == (
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"On unseen app repos: recall 66.7% (Wilson 20.8-93.9), false alarms 50.0 per 100 pushes, "
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"precision 66.7%; exploit-verified 1 of 2 (1 not yet proved)."
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)
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def test_precision_counts_unmatched_positive_flags_and_proof_failures():
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rows = [record("p", "vulnerability", True, caught=False), record("q", "vulnerability", True), record("n", "ordinary", True)]
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result = metrics.summarize(rows, proofs=[proof("q", observed=False)])
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assert result["precision"]["rate"] == pytest.approx(1 / 3)
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assert result["exploit_verified"]["count"] == 0
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assert result["exploit_verified"]["n"] == 1
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assert result["exploit_verified"]["not_yet_proved"] == ["p"]
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@pytest.mark.parametrize("suffix,language", [(".js", "javascript"), (".ts", "typescript"), (".php", "php"), (".rb", None)])
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def test_catalog_language_scope_and_single_line_function(suffix, language):
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class Git:
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def parents(self, sha):
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return ["a" * 40]
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def stats(self, *args):
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return [("app" + suffix, 1, 1)]
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def hunks(self, *args):
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return [(1, 1, 1, 1)]
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def blob(self, sha, path):
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return "function handler(value) { return " + ("eval(value)" if sha == "a" * 40 else "Number(value)") + "; }"
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cases = catalog.build_cases(
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Git(),
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dict(
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repository="fixture/app",
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url="https://github.com/fixture/app",
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fix="b" * 40,
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parent="a" * 40,
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advisory="GHSA-fixture",
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cwe="CWE-94",
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family="injection",
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),
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)
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if language:
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(case,) = cases
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assert case["language"] == language and "eval(value)" in case["pre_fix"]
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else:
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assert cases == []
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@pytest.mark.parametrize("empty", [False, True])
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def test_shipped_provider_is_bounded_to_one_attempt(pair, monkeypatch, empty):
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from openultrasast.model.endpoint import ChatEndpoint, DeepSeekChatClient
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from openultrasast.provider.openrouter import OpenRouterChatClient
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git, case = pair
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calls = []
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def transport(self, **kwargs):
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calls.append(kwargs)
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assert self.max_attempts == 1
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assert kwargs["extra_body"]["max_tokens"] == 1200
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assert kwargs["extra_body"]["thinking"] == {"type": "disabled"}
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return {"choices": [{"message": {"content": "" if empty else json.dumps(Stub().answer)}}]}
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endpoint = ChatEndpoint(provider="deepseek", base_url="", thinking=False)
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client = DeepSeekChatClient(OpenRouterChatClient(api_key="offline-fixture"), endpoint=endpoint)
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monkeypatch.setattr(OpenRouterChatClient, "complete_chat_raw", transport)
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monkeypatch.setattr(verify, "resolve_chat_endpoint", lambda config: (client, endpoint))
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if empty:
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with pytest.raises(json.JSONDecodeError):
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verify.verify_case(git, case)
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else:
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assert verify.verify_case(git, case)["verdict"] == "pending_human"
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assert len(calls) == 1
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@pytest.mark.parametrize(
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"key,value",
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[("reachable_in_repo", "true"), ("confidence", True), ("confidence", 1.5), ("confidence", float("nan")), ("entry_point", None)],
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)
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def test_malformed_model_reply_cannot_accept(pair, key, value):
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git, case = pair
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stub = Stub()
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stub.answer[key] = value
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with pytest.raises(ValueError):
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verify.verify_case(git, case, client=stub)
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assert len(stub.calls) == 1
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def test_empty_entry_point_cannot_accept(pair):
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git, case = pair
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stub = Stub()
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stub.answer["entry_point"] = ""
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assert verify.spot_check(verify.verify_case(git, case, client=stub), "accept", "AB", "2026-10-12")["verdict"] == "rejected"
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def test_real_local_history_freezes_without_network(pair, tmp_path):
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git, case = pair
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for i in range(55):
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(git.path / "other.py").write_text(f"def other():\n return {i}\n")
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git.run("add", "other.py")
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git.run("commit", "-qm", "ordinary edit")
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result = assemble.freeze(tmp_path / "freeze", cases=[case], verifications=[accepted(case)], repos={case["repo"]: git}, used=set())
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assert result["label_check_counts"]["confirmed"] == 1
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assert len(replay.load_slice(tmp_path / "freeze/pool-valid.toml", 1)) == 21
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def test_insufficient_negatives_and_invalid_ratio(pair, tmp_path, monkeypatch):
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git, case = pair
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monkeypatch.setattr(extract, "ordinary_history", lambda *args: ordinary_rows(19))
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kwargs = dict(cases=[case], verifications=[accepted(case)], repos={case["repo"]: git}, used=set())
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with pytest.raises(ValueError, match="insufficient ordinary"):
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assemble.freeze(tmp_path, **kwargs)
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with pytest.raises(ValueError, match="at least 20"):
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assemble.freeze(tmp_path, ratio=19, **kwargs)
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with pytest.raises(ValueError, match="at least the ratio"):
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assemble.freeze(tmp_path, floor=19, **kwargs)
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assert not (tmp_path / "freeze-valid.json").exists()
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# A training freeze lowers the floor to the ratio: 20 eligible commits now suffice, and the record says so.
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monkeypatch.setattr(extract, "ordinary_history", lambda *args: ordinary_rows(20))
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with pytest.raises(ValueError, match="ordinary_floor"): # Rejected is a ValueError with a fixed reason code
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assemble.freeze(tmp_path / "default", **kwargs)
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result = assemble.freeze(tmp_path / "train", floor=20, **kwargs)
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assert result["ordinary_floor"] == 20 and result["negative_ratio"] == 20
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# Twenty eligible commits for a ratio of twenty: every one of them is drawn, none twice.
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ordinary = [c for c in replay.load_slice(tmp_path / "train/pool-valid.toml", 1) if c["kind"] == "ordinary"]
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assert len(ordinary) == 20 and len({c["head"] for c in ordinary}) == 20
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def test_freeze_cannot_overwrite_or_trust_verdict_alone(pair, tmp_path, monkeypatch):
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git, case = pair
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monkeypatch.setattr(extract, "ordinary_history", lambda *args: ordinary_rows())
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kwargs = dict(cases=[case], verifications=[accepted(case)], repos={case["repo"]: git}, used=set())
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assemble.freeze(tmp_path, **kwargs)
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before = (tmp_path / "pool-valid.toml").read_bytes()
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with pytest.raises(FileExistsError):
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assemble.freeze(tmp_path, seed=1, **kwargs)
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assert (tmp_path / "pool-valid.toml").read_bytes() == before
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kwargs["verifications"][0]["human_spot_check"]["decision"] = "reject"
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with pytest.raises(ValueError, match="no accepted"):
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assemble.freeze(tmp_path / "rejected", **kwargs)
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def test_no_flags_and_invalid_proof_are_not_false_proofs():
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result = metrics.summarize([record("p", "vulnerability", False), record("n", "ordinary", False)])
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assert result["precision"] == dict(n=0, count=0, rate=None, wilson95=[None, None])
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assert result["exploit_verified"]["rate"] is None
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|
bad = proof("p")
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|
bad["verification"]["sides"][1]["runs"] = [dict(observed=True)] * 3
|
|
result = metrics.summarize([record("p", "vulnerability", True)], proofs=[bad])
|
|
assert result["exploit_verified"]["count"] == 0
|
|
|
|
|
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def test_multi_function_fix_is_one_push_with_all_case_ids(pair, tmp_path, monkeypatch):
|
|
git, original = pair
|
|
parent_text = "def first(value):\n return eval(value)\n\ndef second(value):\n return eval(value)\n"
|
|
commits = []
|
|
for text in (parent_text, parent_text.replace("eval(value)", "int(value)")):
|
|
(git.path / "multi.py").write_text(text)
|
|
git.run("add", "multi.py")
|
|
git.run("commit", "-qm", "fixture")
|
|
commits.append(git.run("rev-parse", "HEAD").strip())
|
|
source = dict(
|
|
repository=original["repo"],
|
|
url=original["url"],
|
|
parent=commits[0],
|
|
fix=commits[1],
|
|
advisory="GHSA-multi",
|
|
cwe="CWE-94",
|
|
family="injection",
|
|
advisory_text="Two functions evaluate user code.",
|
|
)
|
|
cases = catalog.build_cases(git, source)
|
|
assert len(cases) == 2
|
|
monkeypatch.setattr(extract, "ordinary_history", lambda *args: ordinary_rows())
|
|
assemble.freeze(
|
|
tmp_path / "multi", cases=cases, verifications=[accepted(case) for case in cases], repos={original["repo"]: git}, used=set()
|
|
)
|
|
loaded = replay.load_slice(tmp_path / "multi/pool-valid.toml", 1)
|
|
# One fix commit is one positive change, so the 20x negative ratio is 20, not 20 per
|
|
# accepted function. Two accepted functions still collapse to a single vulnerability push.
|
|
assert len(loaded) == 21 and len({row["id"] for row in loaded}) == 21
|
|
(positive,) = [row for row in loaded if row["kind"] == "vulnerability"]
|
|
assert set(positive["case_ids"]) == {case["id"] for case in cases}
|
|
target = positive["targets"][1]
|
|
detected = record(positive["id"], "vulnerability", True)
|
|
detected.update({key: value for key, value in positive.items() if key not in {"id", "repo"}})
|
|
detected["push"] = dict(
|
|
admission=dict(
|
|
defects=[dict(locations=[[target["path"], target["function_lines"][0]]], function=target["function"], family="injection")]
|
|
)
|
|
)
|
|
detected["instrument"]["changed_bytes"] = {target["path"]: 40}
|
|
result = metrics.summarize([detected, record("negative", "ordinary", False)], proofs=[proof(positive["case_ids"][0])])
|
|
assert result["recall"]["n"] == result["recall"]["count"] == 1
|
|
assert result["precision"]["rate"] == 1
|
|
assert result["exploit_verified"]["flagged_positives"] == 2
|
|
assert result["exploit_verified"]["flagged_positive_pushes"] == 1
|
|
assert result["exploit_verified"]["not_yet_proved"] == [positive["case_ids"][1]]
|
|
|
|
|
|
def test_grouped_targets_different_families_use_shipped_scorer():
|
|
row = record("p", "vulnerability", True)
|
|
row["targets"] = [
|
|
dict(case_id="one", path="miss.py", function="first", function_lines=[40, 42], family="path"),
|
|
dict(case_id="two", path="app.py", function="handler", function_lines=[3, 4], family="injection"),
|
|
]
|
|
row["case_ids"] = ["one", "two"]
|
|
row.update({key: value for key, value in row["targets"][0].items() if key != "case_id"})
|
|
row["files"] = [{"path": "miss.py", "head_lines": [[40, 42]]}]
|
|
legacy = score.score([row])
|
|
assert legacy["catch"]["count"] == 0
|
|
result = metrics.summarize([row], scored=legacy)
|
|
assert result["recall"]["count"] == 1 and result["precision"]["rate"] == 1
|