(self, args, task_op, task_id, code, test, result_queue)
| 13 | self.active_workers = multiprocessing.Value('i', 0) |
| 14 | |
| 15 | def process_next(self, args, task_op, task_id, code, test, result_queue): |
| 16 | if task_op == "code": |
| 17 | #logging.info("Generating code...") |
| 18 | t0 = time.time() |
| 19 | code = autopy_func(args.comments, args.prototype, node=args.node, port=args.port, temperature=args.temperature, max_tokens=args.max_tokens) |
| 20 | t1 = time.time() |
| 21 | |
| 22 | if len(code) > 0: |
| 23 | score = autopy_code_judge(code, args.function_name, node=args.node, port=args.port) |
| 24 | else: |
| 25 | score = 0 |
| 26 | t2 = time.time() |
| 27 | |
| 28 | logging.info(f"Generated code len={len(code)} in {t1 - t0} seconds, with score {score} (scored in {t2 - t1} seconds)") |
| 29 | |
| 30 | result_queue.put((task_op, task_id, score, code)) |
| 31 | |
| 32 | elif task_op == "test": |
| 33 | #logging.info("Generating test...") |
| 34 | t0 = time.time() |
| 35 | test = autopy_test(args.comments, args.prototype, args.function_name, node=args.node, port=args.port, temperature=args.temperature, max_tokens=args.max_tokens) |
| 36 | t1 = time.time() |
| 37 | |
| 38 | logging.info(f"Generated test len={len(test)} in {t1 - t0} seconds") |
| 39 | result_queue.put((task_op, task_id, None, test)) |
| 40 | |
| 41 | elif task_op == "improve_code": |
| 42 | #logging.info("Improving code...") |
| 43 | t0 = time.time() |
| 44 | improved_code = autopy_func_improve(args.comments, code, node=args.node, port=args.port, temperature=args.temperature, max_tokens=args.max_tokens) |
| 45 | t1 = time.time() |
| 46 | |
| 47 | if len(improved_code) > 0: |
| 48 | score = autopy_code_judge(improved_code, args.function_name, node=args.node, port=args.port) |
| 49 | else: |
| 50 | score = 0 |
| 51 | t2 = time.time() |
| 52 | |
| 53 | logging.info(f"Generated improved code input len={len(code)} output len={len(improved_code)} in {t1 - t0} seconds, with new score {score} (scored in {t2 - t1} seconds)") |
| 54 | result_queue.put(("improve_code", task_id, score, improved_code)) |
| 55 | |
| 56 | elif task_op == "improve_test": |
| 57 | #logging.info("Improving test...") |
| 58 | t0 = time.time() |
| 59 | improved_test = autopy_test_improve(args.comments, args.prototype, args.function_name, test, node=args.node, port=args.port, temperature=args.temperature, max_tokens=args.max_tokens) |
| 60 | t1 = time.time() |
| 61 | |
| 62 | logging.info(f"Generated improved test input len={len(test)} output len={len(improved_test)} in {t1 - t0} seconds") |
| 63 | result_queue.put((task_op, task_id, None, improved_test)) |
| 64 | |
| 65 | elif task_op == "judge_pair": |
| 66 | #logging.info("Judging pair...") |
| 67 | t0 = time.time() |
| 68 | score = autopy_test_judge(code, args.function_name, test, node=args.node, port=args.port) |
| 69 | t1 = time.time() |
| 70 | |
| 71 | logging.info(f"Judged code/test pair with score {score} in {t1 - t0} seconds") |
| 72 | result_queue.put((task_op, task_id, score, None)) |
no test coverage detected