"""Dependency-free local evaluator. This is process isolation, NOT a security sandbox.""" from __future__ import annotations import hashlib import json import math import os import selectors import shutil import signal import subprocess import sys import tempfile import time from pathlib import Path DATA = Path(__file__).parent / "data" MAX_OUTPUT = 1_048_576 EXCLUDED = {".git", ".venv", "venv", "__pycache__", "node_modules", ".env"} def load_tasks(subset=None, data_dir=None): root = Path(data_dir) if data_dir else DATA tiers = [subset] if subset else ["easy", "intermediate", "hard", "max"] if any(t not in {"easy", "intermediate", "hard", "max"} for t in tiers): raise ValueError("Unknown subset") for tier in tiers: for line in (root / f"{tier}.jsonl").read_text(encoding="utf-8").splitlines(): if line.strip(): yield json.loads(line) def find_task(task_id, data_dir=None): for row in load_tasks(data_dir=data_dir): if row["task_id"] == task_id: return row raise ValueError(f"Unknown task: {task_id}") def equal(actual, expected): if isinstance(expected, bool) or expected is None or isinstance(expected, str): return type(actual) is type(expected) and actual == expected if type(expected) in (int, float): if type(actual) not in (int, float): return False if type(actual) is int and type(expected) is int: return actual == expected return ( math.isfinite(actual) and math.isfinite(expected) and math.isclose(actual, expected, rel_tol=1e-9, abs_tol=1e-9) ) if isinstance(expected, list): return ( isinstance(actual, list) and len(actual) == len(expected) and all(equal(a, b) for a, b in zip(actual, expected)) ) if isinstance(expected, dict): return ( isinstance(actual, dict) and actual.keys() == expected.keys() and all(equal(actual[k], expected[k]) for k in expected) ) return False def strict_json(line): def invalid(value): raise ValueError(f"Nonfinite JSON constant: {value}") return json.loads(line, parse_constant=invalid) def kill_group(process): if os.name == "posix": try: os.killpg(process.pid, signal.SIGKILL) except ProcessLookupError: pass elif process.poll() is None: process.kill() process.wait() def child_environment(home): # Do not inherit credentials, PYTHONPATH, proxies, or user site configuration. return { "PATH": os.defpath, "HOME": str(home), "LANG": "C.UTF-8", "LC_ALL": "C.UTF-8", "TZ": "UTC", "PYTHONHASHSEED": "0", } def copy_project(source, target): """No symlinks, special files, or environment files may enter a submission.""" source = Path(source).resolve() if not source.is_dir(): raise ValueError(f"Solution directory does not exist: {source}") count = size = 0 for root, dirs, files in os.walk(source, followlinks=False): base = Path(root) dirs[:] = sorted( d for d in dirs if d not in EXCLUDED and not (base / d).is_symlink() ) relative = base.relative_to(source) (target / relative).mkdir(parents=True, exist_ok=True) for name in sorted(files): if ( name in EXCLUDED or name.startswith(".env.") or name.endswith((".pyc", ".token")) ): continue path = base / name if path.is_symlink() or not path.is_file(): raise ValueError( f"Submission contains a symlink or special file: {relative / name}" ) count += 1 size += path.stat().st_size if count > 2000 or size > 20_000_000: raise ValueError("Submission exceeds 2000 files / 20 MB") shutil.copyfile(path, target / relative / name) def run_session(project, state, session, *, durable=False, timeout=10.0): if os.name != "posix": raise RuntimeError( "The local evaluator requires POSIX process groups and pipe selectors" ) argv = [sys.executable, "-E", "-s", "-S", "main.py"] if durable: argv += ["--state-dir", str(state)] start = time.monotonic() deadline = start + timeout process = subprocess.Popen( argv, cwd=project, env=child_environment(state.parent / "home"), stdin=subprocess.PIPE, stdout=subprocess.PIPE, stderr=subprocess.PIPE, start_new_session=True, bufsize=0, ) selector = selectors.DefaultSelector() for pipe in (process.stdin, process.stdout, process.stderr): os.set_blocking(pipe.fileno(), False) selector.register(process.stdout, selectors.EVENT_READ, "out") selector.register(process.stderr, selectors.EVENT_READ, "err") buffer = b"" stderr = bytearray() output_bytes = passed = 0 failure = None actual = None def read_events(wait): nonlocal buffer, output_bytes for key, _ in selector.select(max(0, wait)): if key.data == "in": continue chunk = os.read(key.fileobj.fileno(), 65536) if not chunk: selector.unregister(key.fileobj) continue if key.data == "out": buffer += chunk output_bytes += len(chunk) if output_bytes > MAX_OUTPUT: raise ValueError("stdout exceeded 1 MiB") elif len(stderr) < 8192: stderr.extend(chunk[: 8192 - len(stderr)]) try: if len(session["requests"]) != len(session["expected"]): raise ValueError("Invalid acceptance session lengths") for index, (request, expected) in enumerate( zip(session["requests"], session["expected"]) ): actual = None wire = ( request if isinstance(request, str) else json.dumps(request, ensure_ascii=True, allow_nan=False) ) + "\n" pending = memoryview(wire.encode("utf-8")) selector.register(process.stdin, selectors.EVENT_WRITE, "in") while pending: if time.monotonic() >= deadline: raise TimeoutError("session timeout while sending request") try: written = os.write(process.stdin.fileno(), pending) pending = pending[written:] except BlockingIOError: read_events(min(0.02, deadline - time.monotonic())) selector.unregister(process.stdin) while b"\n" not in buffer: remaining = deadline - time.monotonic() if remaining <= 0: raise TimeoutError( "session timeout waiting for flushed JSON response" ) read_events(min(0.05, remaining)) if process.poll() is not None and b"\n" not in buffer: raise ValueError( f"process exited before response (code {process.returncode})" ) line, buffer = buffer.split(b"\n", 1) actual = strict_json(line.decode("utf-8")) if not equal(actual, expected): failure = { "request_index": index, "reason": "response mismatch", "expected": expected, "actual": actual, } break passed += 1 if failure is None: if durable: # Test persistence after acknowledgement without graceful shutdown hooks. kill_group(process) else: process.stdin.close() while process.poll() is None or selector.get_map(): if time.monotonic() >= deadline: raise TimeoutError("process did not exit cleanly on EOF") read_events(min(0.02, deadline - time.monotonic())) if process.returncode: raise ValueError(f"nonzero exit code {process.returncode}") # Catch extra lines even if the child has exited or was force-killed. read_events(0) if buffer: raise ValueError("extra stdout beyond one JSON response per request") except (ValueError, OSError, TimeoutError, UnicodeError) as error: failure = { "request_index": passed, "reason": str(error), "timed_out": isinstance(error, TimeoutError), } finally: kill_group(process) selector.close() for pipe in (process.stdin, process.stdout, process.stderr): if not pipe.closed: pipe.close() return { "passed": failure is None, "assertions_passed": passed, "assertions": len(session["expected"]), "duration": time.monotonic() - start, "failure": failure, "stderr": stderr.decode("utf-8", errors="replace") if failure else "", } def evaluate(task, solution, *, timeout=None, tests=None, fail_fast=False): """A task passes only when every scenario and every restart session passes.""" traces = tests if tests is not None else json.loads(task["acceptance_tests"]) if not traces: raise ValueError("Refusing an empty acceptance suite") source = Path(solution).resolve() reports = [] began = time.monotonic() with tempfile.TemporaryDirectory(prefix="klein-bench-") as temporary: root = Path(temporary) clean = root / "submission" clean.mkdir() rejection = None try: copy_project(source, clean) except ValueError as error: rejection = str(error) if rejection or not (clean / "main.py").is_file(): return { "task_id": task["task_id"], "subset": task["subset"], "passed": False, "resolved": False, "reason": rejection or "main.py is missing", "scenarios": [], "duration": time.monotonic() - began, } source_hash = hashlib.sha256() for file in sorted(p for p in clean.rglob("*") if p.is_file()): source_hash.update(str(file.relative_to(clean)).encode()) source_hash.update(b"\0" + file.read_bytes() + b"\0") for index, trace in enumerate(traces): scenario = root / str(index) project, state = scenario / "project", scenario / "state" project.mkdir(parents=True) state.mkdir() (scenario / "home").mkdir() copy_project(clean, project) sessions = [] for session in trace["sessions"]: report = run_session( project, state, session, durable=task["subset"] == "max", timeout=timeout or task["timeout_seconds"], ) sessions.append(report) if not report["passed"]: break reports.append( { "name": trace["name"], "passed": all(s["passed"] for s in sessions), "sessions": sessions, } ) if fail_fast and not reports[-1]["passed"]: break passed = len(reports) == len(traces) and all(r["passed"] for r in reports) return { "task_id": task["task_id"], "subset": task["subset"], "passed": passed, "resolved": passed, "scenarios_passed": sum(r["passed"] for r in reports), "scenarios_total": len(traces), "assertions_passed": sum( s["assertions_passed"] for r in reports for s in r["sessions"] ), "assertions_total": sum( len(s["expected"]) for t in traces for s in t["sessions"] ), "source_sha256": source_hash.hexdigest(), "duration": time.monotonic() - began, "scenarios": reports, }