import os from termcolor import colored import cv2 import h5py import argparse import numpy as np from libero.libero.envs import OffScreenRenderEnv from libero.libero import benchmark, get_libero_path def render_task(task, bddl_file, init_states, demo_file): env_args = { "bddl_file_name": bddl_file, "camera_heights": 128, "camera_widths": 128, } env = OffScreenRenderEnv(**env_args) env.reset() obs = env.set_init_state(init_states[0]) for _ in range(5): obs, _, _, _ = env.step([0.0] * 7) images = [obs["agentview_image"]] with h5py.File(demo_file, "r") as f: states = f["data/demo_0/states"][()] obs = env.set_init_state(states[-1]) images.append(obs["agentview_image"]) images = np.concatenate(images, axis=1) cv2.imwrite( f"benchmark_tasks/{task.problem}-{task.language}.png", images[::-1, :, ::-1] ) env.close() def main(): parser = argparse.ArgumentParser() parser.add_argument("--benchmark_name", type=str) parser.add_argument("--task_id", type=int, default=0) parser.add_argument("--bddl_file", type=str) parser.add_argument("--demo_file", type=str) args = parser.parse_args() benchmark_name = args.benchmark_name task_id = args.task_id bddl_file = args.bddl_file demo_file = args.demo_file benchmark_instance = benchmark.get_benchmark_dict()[benchmark_name]() env_args = { "bddl_file_name": bddl_file, "camera_heights": 128, "camera_widths": 128, } os.makedirs("benchmark_tasks", exist_ok=True) task = benchmark_instance.get_task(task_id) init_states = benchmark_instance.get_task_init_states(task_id) env = OffScreenRenderEnv(**env_args) env.reset() obs = env.set_init_state(init_states[0]) for _ in range(5): obs, _, _, _ = env.step([0.0] * 7) images = [obs["agentview_image"]] with h5py.File(demo_file, "r") as f: states = f["data/demo_0/states"][()] obs = env.set_init_state(states[-1]) images.append(obs["agentview_image"]) images = np.concatenate(images, axis=1) image_name = demo_file.split("/")[-1].replace(".hdf5", ".png") cv2.imwrite(f"benchmark_tasks/{image_name}", images[::-1, :, ::-1]) env.close() if __name__ == "__main__": main()