import os import yaml import open3d as o3d import numpy as np import zarr from tempfile import NamedTemporaryFile import fsspec from qdgset.utils.import_utils import load_mesh_from_vertices_and_triangles def export_to_obj_and_urdf_and_npz(object_group, directory_path, fs = fsspec.filesystem('local')): vertices = object_group.obj.vertices triangles = object_group.obj.faces path = directory_path + object_group.name name = path.split("/")[-1] obj_path = path + "/" + name + ".obj" urdf_path = path + "/"+ name + ".urdf" grasps_path = path + "/"+ "individuals_0.npz" fs.makedirs(path) mesh = load_mesh_from_vertices_and_triangles(vertices, triangles) base_name = os.path.basename(obj_path) with NamedTemporaryFile(suffix=".obj") as tmp_file: o3d.io.write_triangle_mesh(tmp_file.name, mesh) fs.cp(tmp_file.name, obj_path) inertia_xyz_str = " ".join(map(str,np.asarray(object_group.obj.inertia_origin[:3]))) mass = object_group.obj.mass[0] ixx, ixy, ixz, iyy, iyz, izz = object_group.obj.inertia with fs.open(urdf_path, "w") as urdf_file: urdf_file.write(f""" """.strip()) #!!IMPORTANT WE ASSUME NO ROTATION BETWEEN INERTIAL FRAME AND GEOMETRY FRAME!! if "grasps" in object_group.keys(): info_keys = np.asarray(['xyz_pose_x', 'xyz_pose_y', 'xyz_pose_z', 'quat_1', 'quat_2', 'quat_3', 'quat_4']) with fs.open(grasps_path,"wb") as grasp_file: np.savez(grasp_file, infos=np.asarray(object_group.grasps), infos_keys=info_keys) else: print(f"WARN: Object {object_group.name} has no grasps") if __name__=="__main__": import multiprocessing from multiprocessing import Pool, cpu_count import zarr zarr.blosc.use_threads = False import argparse def arg_parser(): parser = argparse.ArgumentParser() parser.add_argument("-o", "--out", help="Export path", type=str, required=True) parser.add_argument("-i", "--in_zarr", help="Path of the zarr database", type=str, required=True) return parser.parse_args() parser = arg_parser() export_directory = parser.out def export(obj): return export_to_obj_and_urdf_and_npz(obj, export_directory) nb_cpu = cpu_count() -2 p = Pool(nb_cpu) zarr_path = parser.in_zarr with zarr.ZipStore(zarr_path, mode='r') as store: root = zarr.group(store=store) for dataset in root.datasets: print(f"INFO: Export {dataset} objects and grasps") p.map(export, root.datasets[dataset].values())