| | """ |
| | Evaluator for the function minimization example |
| | """ |
| |
|
| | import re |
| | import subprocess |
| | import time |
| | import traceback |
| |
|
| |
|
| | def run_with_timeout(program_path, timeout_seconds=60): |
| | """ |
| | Run a function with a timeout using subprocess. |
| | |
| | Args: |
| | func: Function to run |
| | args: Arguments to pass to the function |
| | kwargs: Keyword arguments to pass to the function |
| | timeout_seconds: Timeout in seconds |
| | |
| | Returns: |
| | Result of the function or raises TimeoutError |
| | """ |
| | cmd = ["python", "submit.py", program_path, "-p", "alphabet", "-l", "Python 3", "-f"] |
| |
|
| | try: |
| | |
| | proc = subprocess.Popen(cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) |
| | stdout, stderr = proc.communicate(timeout=timeout_seconds) |
| | exit_code = proc.returncode |
| | if exit_code != 0: |
| | print(stderr) |
| | raise RuntimeError(f"Process exited with code {exit_code}") |
| | except subprocess.TimeoutExpired: |
| | |
| | proc.kill() |
| | raise TimeoutError(f"Process timed out after {timeout_seconds} seconds") |
| |
|
| | pattern = ( |
| | r"Score:\s*(\d+)\s*" |
| | r"Test cases done:\s*(\d+)\s*" |
| | r"Test cases correct:\s*(\d+)\s*" |
| | r"Test cases total:\s*(\d+)" |
| | ) |
| | match = re.search(pattern, stdout) |
| | if not match: |
| | raise ValueError("Expected summary lines not found") |
| |
|
| | score, done, correct, total = map(int, match.groups()) |
| | return score, done, correct, total |
| |
|
| |
|
| | def evaluate(program_path): |
| | """ |
| | Evaluate the program by submitting it to OJ and fetching metrics based on how well it performs. |
| | |
| | Args: |
| | program_path: Path to the program file |
| | |
| | Returns: |
| | Dictionary of metrics |
| | """ |
| | try: |
| | |
| | |
| | start_time = time.time() |
| |
|
| | |
| | score, done, correct, total = run_with_timeout( |
| | program_path, timeout_seconds=60 |
| | ) |
| |
|
| | end_time = time.time() |
| | eval_time = end_time - start_time |
| |
|
| | |
| | combined_score = correct / total if total > 0 else 0.0 |
| |
|
| | print( |
| | f"Evaluation: Score={score}, Done={done}, Correct={correct}, Total={total}, Combined={combined_score:.2f}" |
| | ) |
| |
|
| | return { |
| | "score": score, |
| | "done": done, |
| | "correct": correct, |
| | "total": total, |
| | "eval_time": eval_time, |
| | "combined_score": float(combined_score), |
| | } |
| |
|
| | except Exception as e: |
| | print(f"Evaluation failed completely: {str(e)}") |
| | traceback.print_exc() |
| | return { |
| | "score": 0, |
| | "done": 0, |
| | "correct": 0, |
| | "total": 0, |
| | "eval_time": 0.0, |
| | "combined_score": 0.0, |
| | } |
| |
|