import numpy as np from data_gen_dependencies.action.base import StageTemplate class TwistStage(StageTemplate): DELTA_DISTANCE = 0.01 # meter def __init__(self, active_obj_id, passive_obj_id, active_element=None, passive_element=None, target_pose=np.eye(4), extra_params=None, active_obj=None, passive_obj=None, **kwargs): super().__init__(active_obj_id, passive_obj_id, active_element, passive_element) self.passive_obj = passive_obj self.active_obj = active_obj self.joint_position_threshold = passive_element.get('joint_position_threshold', 0.7) self.correspond_joint_id = passive_element.get('correspond_joint_id', None) correspond_joint_info = passive_obj.joints_info[self.correspond_joint_id] self.joint_lower_limit = correspond_joint_info["lower_bound"] self.joint_upper_limit = correspond_joint_info["upper_bound"] self.joint_axis = correspond_joint_info["joint_axis"] self.joint_type = correspond_joint_info["joint_type"] assert self.joint_type == 'revolute', "joint_type must be revolute for pull_revolute action" self.revolute_radius = passive_element.get('revolute_radius', None) assert self.revolute_radius is not None, "revolute_radius is required for pull_revolute action" if self.joint_position_threshold is None: self.joint_position_threshold = 0.7 assert self.joint_position_threshold >= 0 and self.joint_position_threshold <= 1 self.joint_direction = passive_element.get('joint_direction', 1) assert self.joint_direction in [-1, 1] self.joint_velocity_threshold = passive_element.get('joint_velocity_threshold', 999) vector_direction = passive_element['direction'] self.extra_params = {} if extra_params is None else extra_params self.generate_substage(target_pose, vector_direction) def generate_substage(self, target_pose, vector_direction): vector_direction = vector_direction / np.linalg.norm(vector_direction) free_delta_pose = np.eye(4) free_delta_pose[2,3] = -0.03 self.sub_stages.append([free_delta_pose, None, np.eye(4), 'local_gripper']) def check_completion(self, objects): if self.__len__() == 0: return True succ = False if self.step_id >= 0: succ = True if succ: self.step_id += 1 return succ