Record初步实现
This commit is contained in:
@@ -9,8 +9,12 @@ from lerobot.robots.config import RobotConfig
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class RealmanRobotConfig(RobotConfig):
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# Port to connect to the arm
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port: str
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mock: bool = field(default_factory=bool)\
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#0:关节角度透传模式 1:笛卡尔速度透传
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mode: int = 0
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gripper_range: list[int] = field(default_factory=list)
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disable_torque_on_disconnect: bool = True
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max_relative_target = None
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# cameras
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cameras: dict[str, RealSenseCameraConfig] = field(default_factory=dict)
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joint: list=field(default_factory=list)
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@@ -5,11 +5,60 @@ from lerobot.motors import Motor, MotorCalibration, MotorsBus
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#动作执行成功
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ACTION_SUCCESS = 0
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class RoboticArmMock:
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def __init__(self,*args):
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pass
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def rm_create_robot_arm(self, ip, port):
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print(f"connnect {ip}:{port}")
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return {"id":1}
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def rm_movej(self,*args):
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print(f"rm_movej:{args}")
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def rm_movej_follow(self,*args):
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print(f"rm_movej_follow:{args}")
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def rm_get_current_arm_state(self):
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print("get_current_arm_state")
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return ACTION_SUCCESS, {"pose":[0.0,0.0,0.0,0.0,0.0,0.0],"joint":[0.0,0.0,0.0,0.0,0.0,0.0]}
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def rm_movej_p(self,*args):
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print(f"rm_movej_p:{args}")
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def rm_set_joint_en_state(self,*args):
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print(f"rm_set_joint_en_state:{args}")
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def rm_set_gripper_route(self,*args):
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print(f"rm_set_gripper_route:{args}")
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def rm_set_gripper_position(self,*args):
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print(f"rm_set_gripper_position:{args}")
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def rm_get_gripper_state(self):
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print("get_gripper_state")
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return ACTION_SUCCESS, {"actpos":0.0}
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def rm_set_gripper_release(self,*args):
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print(f"rm_set_gripper_release:{args}")
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def rm_set_gripper_pick_on(self,*args):
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print(f"rm_set_gripper_pick_on:{args}")
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def rm_movev_canfd(self,*args):
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print(f"rm_movev_canfd:{args}")
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def rm_destory(self):
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print("destory")
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class RealmanMotorsBus(MotorsBus):
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model_number_table={}
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model_ctrl_table={
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"realman":{}
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}
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ip: str
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port: int
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"""
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对Realman SDK的二次封装
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"""
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@@ -19,20 +68,23 @@ class RealmanMotorsBus(MotorsBus):
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motors:dict[str, Motor],
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gripper_range:list[int],
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joint: list,
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mock: bool = False,
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calibration: dict[str, MotorCalibration] | None = None,
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):
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super().__init__(port,motors, calibration)
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self.rmarm = RoboticArm(rm_thread_mode_e.RM_TRIPLE_MODE_E)
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if mock:
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self.rmarm = RoboticArmMock()
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else:
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self.rmarm = RoboticArm(rm_thread_mode_e.RM_TRIPLE_MODE_E)
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address = port.split(':')
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self.handle = self.rmarm.rm_create_robot_arm(address[0], int(address[1]))
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self.ip = address[0]
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self.port = int(address[1])
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self.motors = motors
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self.gripper_range = gripper_range
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self.init_joint_position = joint
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self.safe_disable_position = joint
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self.rmarm.rm_movej(self.init_joint_position[:-1], 5, 0, 0, 1)
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time.sleep(3)
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ret = self.rmarm.rm_get_current_arm_state()
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self.init_pose = ret[1]['pose']
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self.handle = None
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self.init_pose = None
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@property
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def motor_names(self) -> list[str]:
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@@ -87,7 +139,12 @@ class RealmanMotorsBus(MotorsBus):
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enable_flag = True
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break
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time.sleep(1)
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self.handle = self.rmarm.rm_create_robot_arm(self.ip, self.port)
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self.rmarm.rm_movej(self.init_joint_position[:-1], 5, 0, 0, 1)
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time.sleep(3)
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ret = self.rmarm.rm_get_current_arm_state()
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self.init_pose = ret[1]['pose']
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resp = enable_flag
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print(f"Returning response: {resp}")
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return resp
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@@ -120,22 +177,6 @@ class RealmanMotorsBus(MotorsBus):
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ret = self.rmarm.rm_set_gripper_position(target_joint[-1], block=False, timeout=2)
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return ret
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def write_endpose(self, target_endpose: list, gripper: int):
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self.rmarm.rm_movej_p(target_endpose, 50, 0, 0, 1)
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self.rmarm.rm_set_gripper_position(gripper, block=False, timeout=2)
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def write_joint_slow(self, target_joint: list):
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self.rmarm.rm_movej(target_joint, 5, 0, 0, 0)
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def write_joint_canfd(self, target_joint: list):
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self.rmarm.rm_movej_canfd(target_joint, False)
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def write_endpose_canfd(self, target_pose: list):
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self.rmarm.rm_movep_canfd(target_pose, False)
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def write_gripper(self, gripper: int):
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self.rmarm.rm_set_gripper_position(gripper, False, 2)
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def read(self) -> Dict:
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"""
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@@ -163,6 +204,9 @@ class RealmanMotorsBus(MotorsBus):
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def read_current_arm_endpose_state(self):
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return self.rmarm.rm_get_current_arm_state()[1]['pose']
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def disconnect(self, disable_torque = True):
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self.safe_disconnect()
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def safe_disconnect(self):
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"""
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@@ -178,6 +222,13 @@ class RealmanMotorsBus(MotorsBus):
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def sync_write(self,name,actionData: dict[str, Any]):
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if name =="Goal_Position":
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self.write_arm(target_joint=actionData)
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elif name == "Goal_Velocity":#速度透传模式
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self.rmarm.rm_movev_canfd(list(actionData.values())[:6])
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gripper = actionData['gripper']
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if gripper > 0 :
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self.rmarm.rm_set_gripper_release(gripper*1000, False)
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else:
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self.rmarm.rm_set_gripper_pick_on(gripper*1000, gripper*1000, False)
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def sync_read(self, data_name, motors = None, *, normalize = True, num_retry = 0):
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if data_name == "Present_Position":
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@@ -20,6 +20,7 @@ class RealmanRobot(Robot):
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port=self.config.port,
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motors=config.motors,
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joint=config.joint,
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mock=self.config.mock,
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gripper_range=config.gripper_range,
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calibration=self.calibration,
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)
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@@ -40,7 +41,10 @@ class RealmanRobot(Robot):
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@cached_property
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def action_features(self) -> dict[str, type]:
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return self._motors_ft
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if self.config.mode==0:
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return self._motors_ft
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else:
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return {"x.vel":float,"y.vel":float,"z.vel":float,"rx.vel":float,"ry.vel":float,"rz.vel":float,"gripper.vel":float}
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@property
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def is_connected(self) -> bool:
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@@ -120,19 +124,26 @@ class RealmanRobot(Robot):
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"""
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if not self.is_connected:
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raise DeviceNotConnectedError(f"{self} is not connected.")
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if self.config.mode==0:
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goal_pos = {key.removesuffix(".pos"): val for key, val in action.items() if key.endswith(".pos")}
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goal_pos = {key.removesuffix(".pos"): val for key, val in action.items() if key.endswith(".pos")}
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# Cap goal position when too far away from present position.
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# /!\ Slower fps expected due to reading from the follower.
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if self.config.max_relative_target is not None:
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present_pos = self.bus.sync_read("Present_Position")
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goal_present_pos = {key: (g_pos, present_pos[key]) for key, g_pos in goal_pos.items()}
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goal_pos = ensure_safe_goal_position(goal_present_pos, self.config.max_relative_target)
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if len(goal_pos)>0:
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# Cap goal position when too far away from present position.
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# /!\ Slower fps expected due to reading from the follower.
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if self.config.max_relative_target is not None:
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present_pos = self.bus.sync_read("Present_Position")
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goal_present_pos = {key: (g_pos, present_pos[key]) for key, g_pos in goal_pos.items()}
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goal_pos = ensure_safe_goal_position(goal_present_pos, self.config.max_relative_target)
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# Send goal position to the arm
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self.bus.sync_write("Goal_Position", goal_pos)
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return {f"{motor}.pos": val for motor, val in goal_pos.items()}
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# Send goal position to the arm
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self.bus.sync_write("Goal_Position", goal_pos)
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return {f"{motor}.pos": val for motor, val in goal_pos.items()}
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else:
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valAction = {key.removesuffix(".vel"): val for key, val in action.items() if key.endswith(".vel")}
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#笛卡尔速度透传
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self.bus.sync_write("Goal_Velocity", valAction)
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return action
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def disconnect(self):
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if not self.is_connected:
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@@ -26,8 +26,8 @@ class FlightStick(Xbox):
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hat_left = hat[0] == -1 # X-
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hat_right = hat[0] == 1 # X+
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# 计算各轴速度
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pose_speeds[0] = -current_linear_step if hat_left else (current_linear_step if hat_right else 0.0) # X
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pose_speeds[1] = current_linear_step if hat_up else (-current_linear_step if hat_down else 0.0) # Y
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pose_speeds['x.vel'] = -current_linear_step if hat_left else (current_linear_step if hat_right else 0.0) # X
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pose_speeds['y.vel'] = current_linear_step if hat_up else (-current_linear_step if hat_down else 0.0) # Y
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# print(f"方向键状态: up={hat_up}, down={hat_down}, left={hat_left}, right={hat_right}")
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# 油门控制Z轴
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@@ -36,25 +36,26 @@ class FlightStick(Xbox):
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# 设置Z速度
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z_mapping = self.apply_nonlinear_mapping(gas_axis)
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# print(f"Z轴非线性映射: {gas_axis} -> {z_mapping}")
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pose_speeds[2] = z_mapping * current_linear_step # Z
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pose_speeds['z.vel'] = z_mapping * current_linear_step # Z
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# 主摇杆X轴控制RX旋转
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# 设置RX旋转速度
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rx_mapping = self.apply_nonlinear_mapping(-self.joystick.get_axis(1))
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# print(f"RX轴非线性映射: {x_axis} -> {rx_mapping}")
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pose_speeds[3] = rx_mapping * current_angular_step * 2 # RX
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pose_speeds['rx.vel'] = rx_mapping * current_angular_step * 2 # RX
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# 主摇杆Y轴控制RY旋转
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# 设置RY旋转速度
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ry_mapping = -self.apply_nonlinear_mapping(-self.joystick.get_axis(0))
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# print(f"RY轴非线性映射: {y_axis} -> {ry_mapping}")
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pose_speeds[4] = ry_mapping * current_angular_step * 2 # RY
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pose_speeds['ry.vel'] = ry_mapping * current_angular_step * 2 # RY
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# 主摇杆左右旋转轴 控制RZ旋转
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# 设置RZ旋转速度
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rz_mapping = self.apply_nonlinear_mapping(self.joystick.get_axis(3))
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# print(f"RZ轴非线性映射: {z_axis} -> {rz_mapping}")
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pose_speeds[5] = rz_mapping * current_angular_step * 2 # RZ
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pose_speeds['rz.vel'] = rz_mapping * current_angular_step * 2 # RZ
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pose_speeds['gripper.vel'] = 0
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return pose_speeds
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@@ -8,7 +8,7 @@ Xbox类用于检测和监控飞行手柄。
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"""
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class Xbox(Teleoperator):
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config_class = XboxConfig
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name = "flight_stick"
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name = "xbox"
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def __init__(self, config: XboxConfig):
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self.config = config
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# 控制参数
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@@ -26,8 +26,8 @@ class Xbox(Teleoperator):
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def action_features(self):
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return {
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"dtype": "float32",
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"shape": (len(self.pose.keys()),),
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"names": self.pose.keys(),
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"shape": (7,),
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"names": {"x.vel":0, "y.vel":1, "z.vel":2, "rx.vel.vel":3, "ry.vel":4, "rz.vel":5, "gripper.vel":6},
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}
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@property
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@@ -69,7 +69,7 @@ class Xbox(Teleoperator):
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def get_action(self):
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pygame.event.pump()
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pose_speeds = [0.0] * 6
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pose_speeds = {}
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"""更新末端位姿控制"""
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# 根据控制模式调整步长
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current_linear_step = self.linear_step * (0.1 if self.fine_control_mode else 1.0)
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@@ -90,25 +90,25 @@ class Xbox(Teleoperator):
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hat_right = hat[0] == 1 # X+
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# print(f"方向键状态: up={hat_up}, down={hat_down}, left={hat_left}, right={hat_right}")
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# 计算各轴速度
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pose_speeds[0] = -current_linear_step if hat_left else (current_linear_step if hat_right else 0.0) # X
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pose_speeds[1] = current_linear_step if hat_up else (-current_linear_step if hat_down else 0.0) # Y
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pose_speeds['x.vel'] = -current_linear_step if hat_left else (current_linear_step if hat_right else 0.0) # X
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pose_speeds['y.vel'] = current_linear_step if hat_up else (-current_linear_step if hat_down else 0.0) # Y
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# 右摇杆X轴
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z_mapping = self.apply_nonlinear_mapping(self.joystick.get_axis(1))
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print(f"Z轴非线性映射: {self.joystick.get_axis(1)} -> {z_mapping}")
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pose_speeds[2] = z_mapping * current_angular_step * 2 # RY
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pose_speeds['z.vel'] = z_mapping * current_angular_step * 2 # RY
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#左摇杆X轴控制RX旋转
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# 设置RX旋转速度
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rx_mapping = self.apply_nonlinear_mapping(self.joystick.get_axis(2))
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# print(f"RX轴非线性映射: {x_axis} -> {rx_mapping}")
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pose_speeds[3] = rx_mapping * current_angular_step * 2 # RX
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pose_speeds['rx.vel'] = rx_mapping * current_angular_step * 2 # RX
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# 左摇杆Y轴控制RY旋转
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# 设置RY旋转速度
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ry_mapping = -self.apply_nonlinear_mapping(-self.joystick.get_axis(3))
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# print(f"RY轴非线性映射: {y_axis} -> {ry_mapping}")
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pose_speeds[4] = ry_mapping * current_angular_step * 2 # RY
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pose_speeds['ry.vel'] = ry_mapping * current_angular_step * 2 # RY
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# 左右扳机控制RZ旋转
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# 设置RZ旋转速度
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@@ -117,7 +117,9 @@ class Xbox(Teleoperator):
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print(f"左右扳机: {left_tiger} {right_tiger}")
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rz_mapping = self.apply_nonlinear_mapping(left_tiger - right_tiger)
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# print(f"RZ轴非线性映射: {z_axis} -> {rz_mapping}")
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pose_speeds[5] = rz_mapping * current_angular_step * 2 # RZ
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pose_speeds['rz.vel'] = rz_mapping * current_angular_step * 2 # RZ
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pose_speeds['gripper.vel'] = 0
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return pose_speeds
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