Files
autocad-mcp-pro/benchmarks/run_competitors.py
T
Umutcan EdizsalanandCursor 6d7c39e012 feat(bench): live competitor lane - black-box MCP stdio adapters, pinned checkouts, published results
- adapters/mcp_stdio.py: drives competitors over MCP stdio like a real host; payload-level error detection, fastmcp output-wrapper normalization, cold-start warmup, artifact-based verification (harness re-opens every exported DXF with ezdxf)
- competitors_env.py: reproducible pinned-SHA checkout + isolated venv per competitor
- adapters for puran-water/autocad-mcp (95476a3) and beiming183-cloud/AutoCAD-MCP (11f7c47) mapped to their own documented tool contracts; unmapped tasks report 'unsupported' with reasons
- run_competitors.py: registry-driven --server from competitors.yaml
- published reports (pro 100.0 / beiming 50.0 / puran 45.0) + render_live_chart.py -> docs/assets/autocad-mcp-livebench.svg
- benchmark.yml: weekly + manual dispatch matrix

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-07-23 15:15:27 +03:00

177 lines
6.2 KiB
Python

"""Command line runner for the fixed-task benchmark v2 adapter contract."""
from __future__ import annotations
import argparse
import asyncio
import hashlib
import importlib
import json
import platform
import subprocess
import sys
import time
from datetime import UTC, datetime
from pathlib import Path
from benchmarks.adapters.base import BenchmarkAdapter, TaskResult
from benchmarks.tasks_v2 import TASKS_V2, TaskSpec, task_by_id
def _load_registry() -> dict[str, dict]:
"""Read competitors.yaml (JSON content) into an id -> entry registry."""
path = Path(__file__).with_name("competitors.yaml")
data = json.loads(path.read_text(encoding="utf-8"))
return {entry["id"]: entry for entry in data.get("competitors", [])}
def _make_adapter(entry: dict, backend: str) -> BenchmarkAdapter:
module_name, _, attr = entry["adapter"].partition(":")
adapter_cls = getattr(importlib.import_module(module_name), attr)
return adapter_cls(backend=backend)
def _git_sha() -> str | None:
try:
result = subprocess.run(
["git", "rev-parse", "HEAD"],
check=True,
capture_output=True,
text=True,
timeout=2,
)
return result.stdout.strip() or None
except (OSError, subprocess.SubprocessError):
return None
def _hash_file(path: Path) -> dict:
digest = hashlib.sha256()
with path.open("rb") as stream:
for chunk in iter(lambda: stream.read(1024 * 1024), b""):
digest.update(chunk)
return {
"path": str(path),
"filename": path.name,
"size_bytes": path.stat().st_size,
"sha256": digest.hexdigest(),
}
def _normalize_artifacts(result: TaskResult) -> None:
normalized: list[dict] = []
for artifact in result.artifacts:
if isinstance(artifact, dict):
normalized.append(dict(artifact))
continue
path = Path(artifact).resolve()
if path.is_file():
normalized.append(_hash_file(path))
else:
normalized.append({"path": str(path), "missing": True})
result.artifacts = normalized
async def run_tasks(
adapter: BenchmarkAdapter,
tasks: list[TaskSpec] | tuple[TaskSpec, ...],
artifact_dir: str | Path,
*,
timeout: float = 30.0,
) -> dict:
destination = Path(artifact_dir).resolve()
destination.mkdir(parents=True, exist_ok=True)
results: list[TaskResult] = []
await adapter.setup(destination)
try:
for task in tasks:
started = time.perf_counter()
try:
result = await asyncio.wait_for(adapter.run_task(task), timeout=timeout)
except TimeoutError:
result = TaskResult(task.task_id, "timeout", 0.0, f"Exceeded {timeout}s")
except Exception as exc:
result = TaskResult(task.task_id, "fail", 0.0, str(exc), stderr_summary=str(exc))
result.duration_ms = round((time.perf_counter() - started) * 1000, 2)
_normalize_artifacts(result)
results.append(result)
finally:
await adapter.cleanup()
attempted = len(results)
passed = sum(item.status == "pass" for item in results)
supported = [item for item in results if item.status != "unsupported"]
weight_by_id = {task.task_id: task.weight for task in tasks}
total_weight = sum(weight_by_id.values())
supported_weight = sum(weight_by_id[item.task_id] for item in supported)
weighted_score = sum(
weight_by_id[item.task_id] * item.score for item in results if item.status != "unsupported"
)
return {
"schema_version": "2.0",
"adapter": adapter.name,
"adapter_metadata": adapter.metadata(),
"git_sha": _git_sha(),
"generated_at": datetime.now(UTC).isoformat(),
"environment": {
"python": sys.version.split()[0],
"implementation": platform.python_implementation(),
"platform": platform.platform(),
"machine": platform.machine(),
},
"timeout_seconds": timeout,
"summary": {
"attempted": attempted,
"passed": passed,
"supported": len(supported),
"unsupported": sum(item.status == "unsupported" for item in results),
"coverage_percent": (
round(supported_weight / total_weight * 100, 2) if total_weight else 0.0
),
"score": round(weighted_score / total_weight, 2) if total_weight else 0.0,
},
"results": [item.to_dict() for item in results],
}
def _parser(registry: dict[str, dict]) -> argparse.ArgumentParser:
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument("--list", action="store_true", help="List the fixed benchmark tasks")
parser.add_argument(
"--server",
default="autocad-mcp-pro",
choices=sorted(registry),
help="Adapter id from benchmarks/competitors.yaml",
)
parser.add_argument("--backend", default="ezdxf", choices=["ezdxf", "com"])
parser.add_argument("--task", action="append", help="Run only this task id (repeatable)")
parser.add_argument("--artifact-dir", default="benchmarks/results/latest")
parser.add_argument("--timeout", type=float, default=30.0)
parser.add_argument("--json", action="store_true", help="Print machine-readable JSON")
return parser
def main() -> None:
registry = _load_registry()
args = _parser(registry).parse_args()
if args.list:
for task in TASKS_V2:
print(f"{task.task_id}\t{task.category}\t{task.description}")
return
entry = registry[args.server]
supported_backends = entry.get("backends", ["ezdxf"])
if args.backend not in supported_backends:
raise SystemExit(
f"{args.server} supports backends {supported_backends}, not {args.backend!r}"
)
tasks = [task_by_id(task_id) for task_id in args.task] if args.task else list(TASKS_V2)
adapter = _make_adapter(entry, args.backend)
report = asyncio.run(run_tasks(adapter, tasks, args.artifact_dir, timeout=args.timeout))
rendered = json.dumps(report, ensure_ascii=False, indent=2, sort_keys=True)
print(rendered)
if __name__ == "__main__":
main()