tool-calling / scripts /run_codex_eval.py
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#!/usr/bin/env python3
from __future__ import annotations
import argparse
import json
import os
import shutil
import subprocess
import time
from pathlib import Path
from typing import Any
ROOT = Path(__file__).resolve().parents[1]
DEFAULT_EVALS = ROOT / "data" / "codex_tool_calling_eval.jsonl"
WORK_ROOT = ROOT / "tmp" / "codex-eval"
def iter_jsonl(path: Path):
with path.open() as f:
for line in f:
if line.strip():
yield json.loads(line)
def seed_workspace(case: dict[str, Any], workdir: Path) -> None:
if workdir.exists():
shutil.rmtree(workdir)
workdir.mkdir(parents=True)
for rel, text in case["files"].items():
path = workdir / rel
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(text)
def apply_expected_outputs(case: dict[str, Any], workdir: Path) -> None:
for rel, text in (case.get("verify") or {}).items():
path = workdir / rel
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(text)
for rel, needles in (case.get("verify_contains") or {}).items():
path = workdir / rel
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text("\n".join(needles) + "\n")
for rel, expected in (case.get("verify_json") or {}).items():
path = workdir / rel
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(json.dumps(expected, indent=2) + "\n")
for rel in case.get("verify_missing") or []:
path = workdir / rel
if path.exists():
path.unlink()
def verify_case(case: dict[str, Any], workdir: Path) -> list[str]:
errors: list[str] = []
for rel, expected in (case.get("verify") or {}).items():
path = workdir / rel
if not path.exists():
errors.append(f"{rel} is missing")
elif path.read_text() != expected:
errors.append(f"{rel} did not match expected content")
for rel, needles in (case.get("verify_contains") or {}).items():
path = workdir / rel
if not path.exists():
errors.append(f"{rel} is missing")
continue
text = path.read_text().lower()
for needle in needles:
if needle.lower() not in text:
errors.append(f"{rel} does not contain {needle!r}")
for rel, expected in (case.get("verify_json") or {}).items():
path = workdir / rel
if not path.exists():
errors.append(f"{rel} is missing")
continue
try:
actual = json.loads(path.read_text())
except Exception as exc:
errors.append(f"{rel} is not valid JSON: {exc}")
continue
for key, value in expected.items():
if actual.get(key) != value:
errors.append(f"{rel} field {key!r} expected {value!r}, got {actual.get(key)!r}")
for rel in case.get("verify_missing") or []:
if (workdir / rel).exists():
errors.append(f"{rel} still exists")
command = case.get("verify_command")
if command:
proc = subprocess.run(command, cwd=workdir, text=True, capture_output=True, timeout=120)
if proc.returncode != 0:
errors.append(f"verify_command failed: {proc.stdout}{proc.stderr}")
return errors
def parse_events(stdout: str) -> tuple[list[str], list[str]]:
event_types: list[str] = []
item_types: list[str] = []
for line in stdout.splitlines():
line = line.strip()
if not line or not line.startswith("{"):
continue
try:
event = json.loads(line)
except json.JSONDecodeError:
continue
if isinstance(event.get("type"), str):
event_types.append(event["type"])
item = event.get("item")
if isinstance(item, dict) and isinstance(item.get("type"), str):
item_types.append(item["type"])
return event_types, item_types
def event_errors(case: dict[str, Any], event_types: list[str], item_types: list[str]) -> list[str]:
observed = set(event_types) | set(item_types)
expected = set(case.get("expected_events") or [])
return [f"missing expected event/item type {name}" for name in sorted(expected - observed)]
def self_check_case(case: dict[str, Any]) -> dict[str, Any]:
workdir = WORK_ROOT / f"self-check-{case['id']}"
seed_workspace(case, workdir)
apply_expected_outputs(case, workdir)
errors = verify_case(case, workdir)
return {"id": case["id"], "passed": not errors, "verify_errors": errors}
def run_case(case: dict[str, Any], args: argparse.Namespace) -> dict[str, Any]:
workdir = WORK_ROOT / case["id"]
seed_workspace(case, workdir)
last_message = workdir / "last-message.txt"
command = [
"codex",
"-a",
"never",
"exec",
"--json",
"--ephemeral",
"--skip-git-repo-check",
"--color",
"never",
"--sandbox",
args.sandbox,
"-C",
str(workdir),
"-c",
f"model_provider=\"{args.provider}\"",
"-m",
args.model,
"-o",
str(last_message),
case["prompt"],
]
env = os.environ.copy()
env.setdefault("OMLX_API_KEY", "omlx")
start = time.time()
proc = subprocess.run(command, cwd=workdir, text=True, capture_output=True, timeout=args.timeout, env=env)
event_types, item_types = parse_events(proc.stdout)
verify_errors = verify_case(case, workdir) if proc.returncode == 0 else ["codex exited nonzero"]
event_check_errors = event_errors(case, event_types, item_types) if proc.returncode == 0 else []
return {
"id": case["id"],
"returncode": proc.returncode,
"seconds": round(time.time() - start, 3),
"passed": proc.returncode == 0 and not verify_errors and not event_check_errors,
"verify_errors": verify_errors,
"event_errors": event_check_errors,
"event_types": sorted(set(event_types)),
"item_types": sorted(set(item_types)),
"last_message": last_message.read_text() if last_message.exists() else "",
"stdout_tail": proc.stdout[-4000:],
"stderr_tail": proc.stderr[-4000:],
}
def main() -> int:
parser = argparse.ArgumentParser()
parser.add_argument("--evals", type=Path, default=DEFAULT_EVALS)
parser.add_argument("--model", default="qwen35")
parser.add_argument("--provider", default="omlx")
parser.add_argument("--sandbox", default="workspace-write")
parser.add_argument("--timeout", type=int, default=300)
parser.add_argument("--limit", type=int)
parser.add_argument("--self-check", action="store_true", help="Verify eval seed/check logic without invoking Codex.")
args = parser.parse_args()
WORK_ROOT.mkdir(parents=True, exist_ok=True)
cases = list(iter_jsonl(args.evals))
if args.limit is not None:
cases = cases[: args.limit]
results = []
for case in cases:
if args.self_check:
result = self_check_case(case)
else:
print(f"running {case['id']}")
try:
result = run_case(case, args)
except subprocess.TimeoutExpired as exc:
result = {
"id": case["id"],
"returncode": None,
"seconds": args.timeout,
"passed": False,
"verify_errors": ["codex timed out"],
"event_errors": [],
"event_types": [],
"item_types": [],
"last_message": "",
"stdout_tail": (exc.stdout or "")[-4000:],
"stderr_tail": (exc.stderr or "")[-4000:],
}
print(json.dumps(result, indent=2))
results.append(result)
out = ROOT / "tmp" / "codex-eval-results.json"
out.write_text(json.dumps(results, indent=2) + "\n")
failed = [row for row in results if not row["passed"]]
print(f"passed {len(results) - len(failed)}/{len(results)}")
return 1 if failed else 0
if __name__ == "__main__":
raise SystemExit(main())