|
| 1 | +''' |
| 2 | +Test the evaluator eval logic without model involve. |
| 3 | +The main progress: |
| 4 | + Init => warm up => fake one action |
| 5 | +''' |
| 6 | + |
| 7 | +import importlib.util |
| 8 | +import subprocess |
| 9 | +import sys |
| 10 | + |
| 11 | +import numpy as np |
| 12 | + |
| 13 | +from internnav.configs.evaluator.default_config import get_config |
| 14 | +from internnav.evaluator import Evaluator |
| 15 | +from internnav.utils import progress_log_multi_util |
| 16 | + |
| 17 | + |
| 18 | +def main(): |
| 19 | + from enum import Enum |
| 20 | + |
| 21 | + class runner_status_code(Enum): |
| 22 | + NORMAL = 0 |
| 23 | + WARM_UP = 1 |
| 24 | + NOT_RESET = 3 |
| 25 | + TERMINATED = 2 |
| 26 | + STOP = 4 |
| 27 | + |
| 28 | + def load_eval_cfg(config_path, attr_name='eval_cfg'): |
| 29 | + spec = importlib.util.spec_from_file_location("eval_config_module", config_path) |
| 30 | + config_module = importlib.util.module_from_spec(spec) |
| 31 | + sys.modules["eval_config_module"] = config_module |
| 32 | + spec.loader.exec_module(config_module) |
| 33 | + return getattr(config_module, attr_name) |
| 34 | + |
| 35 | + evaluator_cfg = load_eval_cfg('scripts/eval/configs/challenge_cfg.py', attr_name='eval_cfg') |
| 36 | + cfg = get_config(evaluator_cfg) |
| 37 | + evaluator = Evaluator.init(cfg) |
| 38 | + |
| 39 | + print('--- VlnPeEvaluator start ---') |
| 40 | + obs, reset_info = evaluator.env.reset() |
| 41 | + for info in reset_info: |
| 42 | + if info is None: |
| 43 | + continue |
| 44 | + progress_log_multi_util.trace_start( |
| 45 | + trajectory_id=evaluator.now_path_key(info), |
| 46 | + ) |
| 47 | + |
| 48 | + obs = evaluator.warm_up() |
| 49 | + evaluator.fake_obs = obs[0][evaluator.robot_name] |
| 50 | + action = [{evaluator.robot_name: {'stand_still': []}} for _ in range(evaluator.env_num * evaluator.proc_num)] |
| 51 | + obs = evaluator._obs_remove_robot_name(obs) |
| 52 | + evaluator.runner_status = np.full( |
| 53 | + (evaluator.env_num * evaluator.proc_num), |
| 54 | + runner_status_code.NORMAL, |
| 55 | + runner_status_code, |
| 56 | + ) |
| 57 | + evaluator.runner_status[[info is None for info in reset_info]] = runner_status_code.TERMINATED |
| 58 | + |
| 59 | + while evaluator.env.is_running(): |
| 60 | + obs, action = evaluator.get_action(obs, action) |
| 61 | + obs, terminated = evaluator.env_step(action) |
| 62 | + env_term, reset_info = evaluator.terminate_ops(obs, reset_info, terminated) |
| 63 | + break |
| 64 | + |
| 65 | + evaluator.env.close() |
| 66 | + |
| 67 | + |
| 68 | +def start_server(): |
| 69 | + # Start server |
| 70 | + server_cmd = [ |
| 71 | + sys.executable, |
| 72 | + "internnav/agent/utils/server.py", |
| 73 | + "--config", |
| 74 | + 'scripts/eval/configs/challenge_cfg.py', |
| 75 | + ] |
| 76 | + subprocess.Popen(server_cmd, stdout=subprocess.PIPE, stderr=subprocess.STDOUT, start_new_session=True) |
| 77 | + |
| 78 | + |
| 79 | +if __name__ == '__main__': |
| 80 | + try: |
| 81 | + start_server() |
| 82 | + main() |
| 83 | + except Exception as e: |
| 84 | + print(f'exception is {e}') |
| 85 | + import traceback |
| 86 | + |
| 87 | + traceback.print_exc() |
| 88 | + sys.exit(1) |
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