LANTERN / closedloop /scripts /run_pdm_acceptance_suite.py
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#!/usr/bin/env python3
"""Run sequential PDM-Lite acceptance over the frozen CoDrive routes."""
from __future__ import annotations
import argparse
import hashlib
import json
import os
import shutil
import subprocess
import sys
import time
import xml.etree.ElementTree as ET
from collections import Counter
from pathlib import Path
ROOT = Path(__file__).resolve().parents[2]
RUN_ONE = ROOT / "closed_dataset/scripts/run_pdm_acceptance_route.sh"
VALIDATE_ONE = ROOT / "closed_dataset/scripts/validate_pdm_acceptance.py"
FAMILY_ORDER = (
"occluded_pedestrian",
"lane_cut_in",
"reveal_obstacle",
"ghost_driver_left_turn",
"ghost_driver_right_turn",
"right_turn_on_red",
)
DEFAULT_GRAPHICS_ADAPTER = {0: 1, 1: 2, 2: 0, 3: 3}
def _route_family(route: Path) -> str:
return route.parent.name
def _route_id(route: Path) -> str:
return ET.parse(route).getroot().find("route").attrib["id"]
def _sha256(path: Path) -> str:
digest = hashlib.sha256()
with path.open("rb") as stream:
for chunk in iter(lambda: stream.read(1024 * 1024), b""):
digest.update(chunk)
return digest.hexdigest()
def _quarantine_incomplete(run_dir: Path) -> None:
if not run_dir.exists() or not any(run_dir.iterdir()):
return
suffix = time.strftime("%Y%m%d_%H%M%S")
destination = run_dir.with_name(f"{run_dir.name}_incomplete_{suffix}")
counter = 1
while destination.exists():
destination = run_dir.with_name(
f"{run_dir.name}_incomplete_{suffix}_{counter:02d}"
)
counter += 1
shutil.move(str(run_dir), str(destination))
print(f"quarantined incomplete artifact: {destination}", flush=True)
def _select_routes(route_root: Path, families: list[str], one_per_family: bool) -> list[Path]:
routes = []
for family in FAMILY_ORDER:
if families and family not in families:
continue
family_routes = sorted((route_root / family).glob("*.xml"))
if one_per_family:
family_routes = family_routes[:1]
routes.extend(family_routes)
return routes
def main() -> int:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument(
"--route-root",
type=Path,
default=ROOT / "closed_dataset/routes",
)
parser.add_argument(
"--run-root",
type=Path,
default=ROOT / "closed_dataset/acceptance_runs",
)
parser.add_argument("--family", action="append", choices=FAMILY_ORDER)
parser.add_argument("--one-per-family", action="store_true")
parser.add_argument("--max-routes", type=int, default=0)
parser.add_argument("--gpu", type=int, default=2)
parser.add_argument("--graphics-adapter", type=int)
parser.add_argument("--port", type=int, default=4897)
parser.add_argument("--tm-port", type=int, default=10897)
parser.add_argument("--walltime", type=int, default=480)
parser.add_argument("--rerun", action="store_true")
parser.add_argument(
"--revalidate-cache",
action="store_true",
help="Re-run the current validator before accepting a hash-matched cache.",
)
parser.add_argument("--fail-fast", action="store_true")
args = parser.parse_args()
route_root = args.route_root.resolve()
run_root = args.run_root.resolve()
run_root.mkdir(parents=True, exist_ok=True)
routes = _select_routes(route_root, args.family or [], args.one_per_family)
if args.max_routes > 0:
routes = routes[: args.max_routes]
if not routes:
raise SystemExit(f"No routes found under {route_root}")
summaries = []
total = len(routes)
for index, route in enumerate(routes, 1):
route_id = _route_id(route)
family = _route_family(route)
run_dir = run_root / family / route_id
report_path = run_dir / "acceptance_report.json"
route_sha256 = _sha256(route)
if report_path.is_file() and not args.rerun:
report = json.loads(report_path.read_text(encoding="utf-8"))
cache_matches = report.get("route_sha256") == route_sha256
if cache_matches and args.revalidate_cache:
validate_status = subprocess.run(
[
sys.executable,
str(VALIDATE_ONE),
str(run_dir),
"--output",
str(report_path),
],
start_new_session=True,
).returncode
report = json.loads(report_path.read_text(encoding="utf-8"))
report["validator_status"] = validate_status
report["route_id"] = route_id
report["family"] = family
report["route_sha256"] = route_sha256
if report.get("runner_status", 0) != 0:
report["accepted"] = False
report["errors"] = list(report.get("errors", []))
report["errors"].append(
f"acceptance runner exited with status "
f"{report['runner_status']}"
)
report_path.write_text(
json.dumps(report, indent=2, sort_keys=True) + "\n"
)
cache_matches = report["accepted"]
if cache_matches:
print(
f"[{index}/{total}] cached {route_id}: "
f"accepted={report['accepted']} hash={route_sha256[:12]}",
flush=True,
)
summaries.append(report)
if args.fail_fast and not report["accepted"]:
break
continue
print(
f"[{index}/{total}] stale cache for {route_id}; rerunning",
flush=True,
)
_quarantine_incomplete(run_dir)
run_dir.mkdir(parents=True, exist_ok=True)
env = os.environ.copy()
env.update(
{
"ROUTE": str(route),
"RUN_DIR": str(run_dir),
"GPU_RANK": str(args.gpu),
"CARLA_GRAPHICS_ADAPTER": str(
args.graphics_adapter
if args.graphics_adapter is not None
else DEFAULT_GRAPHICS_ADAPTER.get(args.gpu, args.gpu)
),
"PORT": str(args.port),
"TM_PORT": str(args.tm_port),
"EVAL_WALLTIME_SECONDS": str(args.walltime),
}
)
print(f"[{index}/{total}] running {route_id}", flush=True)
run_status = subprocess.run(
["bash", str(RUN_ONE)],
env=env,
start_new_session=True,
).returncode
validate_status = subprocess.run(
[
sys.executable,
str(VALIDATE_ONE),
str(run_dir),
"--output",
str(report_path),
],
start_new_session=True,
).returncode
report = json.loads(report_path.read_text(encoding="utf-8"))
report["runner_status"] = run_status
report["validator_status"] = validate_status
report["route_id"] = route_id
report["family"] = family
report["route_sha256"] = route_sha256
if run_status != 0:
report["accepted"] = False
report["errors"] = list(report.get("errors", []))
report["errors"].append(
f"acceptance runner exited with status {run_status}"
)
report_path.write_text(json.dumps(report, indent=2, sort_keys=True) + "\n")
summaries.append(report)
print(
f"[{index}/{total}] {route_id}: accepted={report['accepted']} "
f"errors={report['errors']}",
flush=True,
)
if args.fail_fast and not report["accepted"]:
break
counts = Counter("accepted" if item["accepted"] else "rejected" for item in summaries)
suite_report = {
"route_root": str(route_root),
"run_root": str(run_root),
"route_count": len(summaries),
"accepted": counts["accepted"],
"rejected": counts["rejected"],
"routes": summaries,
}
(run_root / "acceptance_summary.json").write_text(
json.dumps(suite_report, indent=2, sort_keys=True) + "\n"
)
print(json.dumps({key: value for key, value in suite_report.items() if key != "routes"}, indent=2))
return 0 if counts["rejected"] == 0 else 1
if __name__ == "__main__":
raise SystemExit(main())