Files
gen_data_agent/data_gen_dependencies/action/push.py
2025-09-05 15:49:00 +08:00

96 lines
4.3 KiB
Python

import numpy as np
from data_gen_dependencies.action.base import StageTemplate, pose_difference
class PushStage(StageTemplate):
def __init__(self, active_obj_id, passive_obj_id, active_element=None, passive_element=None, target_pose=np.eye(4), vector_direction=None, extra_params=None, **kwargs):
super().__init__(active_obj_id, passive_obj_id, active_element, passive_element)
extra_params = {} if extra_params is None else extra_params
self.pre_distance = extra_params.get('pre_distance', -0.03)
self.move_distance = extra_params.get('move_distance', 0.14)
vector_direction = vector_direction / np.linalg.norm(vector_direction)
self.goal_transform = np.eye(4)
self.goal_transform[:3,3] = vector_direction * self.move_distance
if passive_element is not None:
self.joint_position_threshold = passive_element.get('joint_position_threshold', 0.5)
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)
self.generate_substage(target_pose, vector_direction)
def generate_substage(self, target_pose, vector_direction):
vector_direction = vector_direction / np.linalg.norm(vector_direction)
# moveTo pre-place position
pre_pose = target_pose.copy()
pre_pose[:3,3] += vector_direction * self.pre_distance
self.sub_stages.append([pre_pose, 'close', np.eye(4), 'AvoidObs'])
# insert
move_pose = target_pose.copy()
move_pose[:3,3] += vector_direction * self.move_distance
self.sub_stages.append([move_pose, None, np.eye(4), 'Straight'])
def check_completion(self, objects):
if self.__len__()==0:
return True
# TODO 铰接joitn判定
if self.step_id==0:
succ = True
if self.step_id>=1:
if objects[self.passive_obj_id].is_articulated:
joint_position = objects[self.passive_obj_id].joint_position
joint_velocity = objects[self.passive_obj_id].joint_velocity
lower_bound = objects[self.passive_obj_id].part_joint_limit['lower_bound']
upper_bound = objects[self.passive_obj_id].part_joint_limit['upper_bound']
if self.joint_direction == 1:
succ = joint_position > lower_bound + (upper_bound - lower_bound) * self.joint_position_threshold
else:
succ = joint_position < lower_bound + (upper_bound - lower_bound) * self.joint_position_threshold
succ = succ and joint_velocity < self.joint_velocity_threshold
else:
sub_stage = self.sub_stages[self.step_id]
last_pose = self.last_statement['objects'][self.passive_obj_id].obj_pose
target_obj_pose = last_pose @ self.goal_transform
current_obj_pose = objects[self.passive_obj_id].obj_pose
pos_diff, _ = pose_difference(current_obj_pose, target_obj_pose)
succ = pos_diff < 0.04
if succ:
self.step_id += 1
return succ
class ClickStage(StageTemplate):
def __init__(self, active_obj_id, passive_obj_id, active_element=None, passive_element=None, target_pose=None, vector_direction=None, **kwargs):
super().__init__(active_obj_id, passive_obj_id, active_element, passive_element)
self.pre_distance = -0.03
self.move_distance = 0.00
self.generate_substage(target_pose, vector_direction)
def generate_substage(self, target_pose, vector_direction):
vector_direction = vector_direction / np.linalg.norm(vector_direction)
# moveTo pre-place position
pre_pose = target_pose.copy()
pre_pose[:3,3] += vector_direction * self.pre_distance
self.sub_stages.append([pre_pose, 'close', np.eye(4), 'AvoidObs'])
# insert
move_pose = target_pose.copy()
move_pose[:3,3] += vector_direction * self.move_distance
self.sub_stages.append([move_pose, None, np.eye(4), 'Simple'])