feat: 发布同周期ACT控制样本
This commit is contained in:
@@ -0,0 +1,194 @@
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from types import SimpleNamespace
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import numpy as np
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import pytest
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from builtin_interfaces.msg import Time as TimeMsg
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from xr_rm_interfaces.msg import XrController
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from xr_rm_teleop.single_arm_velocity_teleop import (
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SingleArmVelocityTeleop,
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_ActCycleContext,
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)
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class FakePublisher:
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def __init__(self, error=None) -> None:
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self.error = error
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self.messages = []
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def publish(self, message) -> None:
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if self.error is not None:
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raise self.error
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self.messages.append(message)
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class FakeLogger:
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def __init__(self) -> None:
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self.warnings = []
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def warn(self, message, **kwargs) -> None:
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del kwargs
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self.warnings.append(message)
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def _controller(*, grip=True) -> XrController:
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message = XrController()
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message.hand = "right"
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message.grip = grip
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message.trigger = 0.25
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message.primary = False
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message.secondary = False
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message.axis = [0.1, -0.2]
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message.pose.orientation.w = 1.0
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return message
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def _teleop(*, last_target=None, tool_state=True):
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teleop = object.__new__(SingleArmVelocityTeleop)
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teleop._arm_name = "right_rm75"
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teleop._last_msg = _controller()
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teleop._active = True
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teleop._control_fault_latched = False
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teleop._last_current_pose = np.eye(4)
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teleop._robot_start_transform = None
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teleop._last_sent_target = None
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teleop._last_sent_orientation = None
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teleop._last_successful_action_target = last_target
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teleop._ik_solver = SimpleNamespace(
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joint_position_limits=np.asarray([[-1.0, 1.0]] * 7)
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)
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teleop._tool_state_snapshot = lambda: (
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True,
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tool_state,
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False,
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False,
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)
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teleop.get_clock = lambda: SimpleNamespace(
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now=lambda: SimpleNamespace(to_msg=lambda: TimeMsg())
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)
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teleop.get_logger = lambda: FakeLogger()
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return teleop
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def _cycle(**overrides) -> _ActCycleContext:
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values = {
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"control_seq": 100,
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"control_monotonic_ns": 1_000_000_000,
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"feedback_monotonic_ns": 990_000_000,
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"action_monotonic_ns": 1_005_000_000,
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"feedback_age_ms": 10.0,
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"q_actual": [0.1] * 7,
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"q_qp_raw": [0.3] * 7,
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"q_target": [0.2] * 7,
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"current_pose": np.eye(4),
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"raw_target_pose": np.eye(4),
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"target_pose": np.eye(4),
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"command_velocity": [0.0] * 6,
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"feedback_valid": True,
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"command_sent": True,
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"qp_attempted": True,
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"qp_success": True,
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}
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values.update(overrides)
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return _ActCycleContext(**values)
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def test_act_sample_uses_feedback_and_limited_target_from_one_cycle() -> None:
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teleop = _teleop(last_target=[0.2] * 7)
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message = teleop._build_act_control_sample(_cycle())
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assert message.control_seq == 100
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assert message.q_actual == pytest.approx([0.1] * 7)
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assert message.q_qp_raw == pytest.approx([0.3] * 7)
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assert message.q_target == pytest.approx([0.2] * 7)
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assert message.joint_lower_limits == pytest.approx([-1.0] * 7)
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assert message.joint_upper_limits == pytest.approx([1.0] * 7)
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assert message.command_sent
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assert message.action_valid
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assert message.qp_attempted
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assert message.qp_success
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def test_act_sample_marks_qp_fallback_as_valid_held_action() -> None:
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teleop = _teleop(last_target=[0.2] * 7)
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cycle = _cycle(
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q_qp_raw=[0.2] * 7,
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q_target=[0.2] * 7,
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qp_success=False,
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)
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message = teleop._build_act_control_sample(cycle)
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assert message.q_target == pytest.approx([0.2] * 7)
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assert message.action_valid
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assert message.qp_attempted
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assert not message.qp_success
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def test_act_sample_holds_last_action_while_grip_is_released() -> None:
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teleop = _teleop(last_target=[0.4] * 7)
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teleop._last_msg = _controller(grip=False)
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teleop._active = False
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cycle = _cycle(
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q_qp_raw=None,
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q_target=None,
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command_sent=False,
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qp_attempted=False,
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qp_success=False,
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action_monotonic_ns=-1,
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)
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message = teleop._build_act_control_sample(cycle)
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assert message.q_target == pytest.approx([0.4] * 7)
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assert message.action_valid
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assert not message.command_sent
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assert not message.teleop_active
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def test_act_sample_marks_send_failure_invalid() -> None:
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teleop = _teleop(last_target=[0.4] * 7)
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message = teleop._build_act_control_sample(
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_cycle(send_failed=True, command_sent=False)
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)
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assert not message.action_valid
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def test_act_sample_marks_unknown_gripper_state() -> None:
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teleop = _teleop(last_target=[0.2] * 7, tool_state=None)
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message = teleop._build_act_control_sample(_cycle())
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assert not message.gripper_state_known
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def test_act_sample_publish_failure_does_not_escape_control_path() -> None:
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teleop = _teleop(last_target=[0.2] * 7)
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logger = FakeLogger()
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teleop._act_sample_pub = FakePublisher(RuntimeError("dds failed"))
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teleop.get_logger = lambda: logger
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teleop._publish_act_control_sample(_cycle())
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assert logger.warnings == [
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"right_rm75 ACT原子样本发布失败:dds failed"
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]
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def test_control_tick_wraps_one_impl_call_in_one_atomic_sample() -> None:
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teleop = object.__new__(SingleArmVelocityTeleop)
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cycles = []
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published = []
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teleop._act_control_seq = 7
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teleop._control_tick_impl = lambda cycle: cycles.append(cycle)
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teleop._publish_act_control_sample = lambda cycle: published.append(cycle)
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teleop._control_tick()
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assert len(cycles) == 1
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assert published == cycles
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assert cycles[0].control_seq == 7
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assert teleop._act_control_seq == 8
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@@ -686,9 +686,10 @@ def test_qp_failure_returns_last_known_good_target() -> None:
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teleop._arm_name = "right_rm75"
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teleop.get_logger = lambda: FakeLogger()
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target = teleop._solve_joint_target(np.eye(4))
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target, qp_success = teleop._solve_joint_target(np.eye(4))
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assert target == pytest.approx([0.1] * 7)
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assert not qp_success
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assert teleop._last_valid_joint_target == pytest.approx([0.1] * 7)
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@@ -704,9 +705,10 @@ def test_qp_success_updates_last_known_good_target() -> None:
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teleop._arm_name = "left_rm75"
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teleop.get_logger = lambda: FakeLogger()
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target = teleop._solve_joint_target(np.eye(4))
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target, qp_success = teleop._solve_joint_target(np.eye(4))
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assert target == pytest.approx([0.2] * 7)
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assert qp_success
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assert teleop._last_valid_joint_target == pytest.approx([0.2] * 7)
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@@ -10,17 +10,19 @@ import math
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import queue
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import threading
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import time
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from dataclasses import dataclass
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from typing import Iterable
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import numpy as np
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import rclpy
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from geometry_msgs.msg import PoseStamped, TwistStamped
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from rclpy.node import Node
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from rclpy.qos import HistoryPolicy, QoSProfile, ReliabilityPolicy
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from rclpy.time import Time
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from sensor_msgs.msg import JointState
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from std_msgs.msg import Bool
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from xr_rm_interfaces.msg import XrController
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from xr_rm_interfaces.msg import ActControlSample, XrController
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from .fun_peripheral import load_peripheral_config
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from .placo_ik_solver import PlacoIkSolver
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@@ -31,6 +33,30 @@ from .realman_adapter import (
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)
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@dataclass
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class _ActCycleContext:
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control_seq: int
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control_monotonic_ns: int
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feedback_monotonic_ns: int = -1
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action_monotonic_ns: int = -1
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feedback_age_ms: float = math.inf
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qp_duration_ms: float = 0.0
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q_actual: list[float] | None = None
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q_qp_raw: list[float] | None = None
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q_target: list[float] | None = None
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current_pose: np.ndarray | None = None
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raw_target_pose: np.ndarray | None = None
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target_pose: np.ndarray | None = None
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command_velocity: list[float] | None = None
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feedback_valid: bool = False
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command_sent: bool = False
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send_failed: bool = False
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qp_attempted: bool = False
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qp_success: bool = False
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target_clamped: bool = False
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control_fault: bool = False
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def _norm(values: Iterable[float]) -> float:
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return math.sqrt(sum(value * value for value in values))
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@@ -291,6 +317,8 @@ class SingleArmVelocityTeleop(Node):
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self._latest_joint_positions: list[float] | None = None
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self._last_joint_command_target: list[float] | None = None
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self._last_joint_command_velocity: list[float] | None = None
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self._last_successful_action_target: list[float] | None = None
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self._act_control_seq = 0
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self._joint_feedback_ready = False
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self._grip_rearm_required = False
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self._feedback_resync_attempted = False
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@@ -345,6 +373,15 @@ class SingleArmVelocityTeleop(Node):
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f"{debug_ns}/joint_target",
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10,
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)
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self._act_sample_pub = self.create_publisher(
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ActControlSample,
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f"{debug_ns}/act_control_sample",
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QoSProfile(
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history=HistoryPolicy.KEEP_LAST,
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depth=10,
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reliability=ReliabilityPolicy.BEST_EFFORT,
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),
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)
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self._adapter = self._make_adapter()
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self._adapter.connect()
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self._initialize_joint_state()
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@@ -619,6 +656,18 @@ class SingleArmVelocityTeleop(Node):
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self._enqueue_tool_command(self._trigger_tool_open, "trigger")
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def _control_tick(self) -> None:
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control_seq = getattr(self, "_act_control_seq", 0)
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self._act_control_seq = control_seq + 1
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cycle = _ActCycleContext(
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control_seq=control_seq,
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control_monotonic_ns=time.monotonic_ns(),
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)
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try:
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self._control_tick_impl(cycle)
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finally:
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self._publish_act_control_sample(cycle)
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def _control_tick_impl(self, cycle: _ActCycleContext) -> None:
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tick_started_ns = time.perf_counter_ns()
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last_tick_started_ns = getattr(
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self,
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@@ -633,10 +682,12 @@ class SingleArmVelocityTeleop(Node):
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)
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now = self.get_clock().now()
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if self._control_fault_latched:
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cycle.control_fault = True
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return
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snapshot = self._adapter.get_latest_joint_state()
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if not self._joint_snapshot_is_motion_ready(snapshot):
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cycle.control_fault = True
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self._grip_rearm_required = True
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if self._joint_feedback_ready:
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self.get_logger().warn(
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@@ -647,13 +698,18 @@ class SingleArmVelocityTeleop(Node):
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self._safe_stop(reset_active=True)
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return
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assert snapshot is not None
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cycle.q_actual = list(snapshot.positions)
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cycle.feedback_monotonic_ns = int(snapshot.received_at * 1e9)
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feedback_age = time.monotonic() - snapshot.received_at
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cycle.feedback_age_ms = feedback_age * 1000.0
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if feedback_age < 0.0:
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cycle.control_fault = True
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self._grip_rearm_required = True
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self._joint_feedback_ready = False
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self._safe_stop(reset_active=True)
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return
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if feedback_age > self._command_timeout_sec:
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cycle.control_fault = True
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self._handle_stale_joint_feedback(feedback_age)
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return
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@@ -661,6 +717,7 @@ class SingleArmVelocityTeleop(Node):
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try:
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current_pose = self._sync_joint_feedback(snapshot)
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except Exception as exc:
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cycle.control_fault = True
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self.get_logger().error(
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f"{self._arm_name} 关节反馈同步到 Placo 失败:{exc}",
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throttle_duration_sec=1.0,
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@@ -669,6 +726,8 @@ class SingleArmVelocityTeleop(Node):
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self._grip_rearm_required = True
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self._safe_stop(reset_active=True)
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return
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cycle.current_pose = current_pose
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cycle.feedback_valid = True
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if not self._joint_feedback_ready:
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if self._grip_rearm_required:
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message = (
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@@ -717,6 +776,7 @@ class SingleArmVelocityTeleop(Node):
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try:
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controller_quat = self._controller_quaternion(self._last_msg)
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except ValueError as exc:
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cycle.control_fault = True
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self.get_logger().warn(
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f"{self._arm_name} XR 手柄姿态无效,停止输出:{exc}",
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throttle_duration_sec=1.0,
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@@ -761,19 +821,35 @@ class SingleArmVelocityTeleop(Node):
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sent_target,
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sent_orientation,
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)
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cycle.raw_target_pose = raw_target_pose
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cycle.target_pose = target_pose
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cycle.command_velocity = list(velocity)
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cycle.target_clamped = target_clamped
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self._publish_debug(raw_target_pose, target_pose, velocity, target_clamped)
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cycle.qp_attempted = True
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qp_started_ns = time.perf_counter_ns()
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joint_target = self._solve_joint_target(target_pose)
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joint_target, qp_success = self._solve_joint_target(target_pose)
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qp_ms = (time.perf_counter_ns() - qp_started_ns) * 1e-6
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cycle.qp_duration_ms = qp_ms
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cycle.q_qp_raw = list(joint_target)
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cycle.qp_success = qp_success
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send_started_ns = time.perf_counter_ns()
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sent = self._send_joint_target(joint_target)
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send_ms = (time.perf_counter_ns() - send_started_ns) * 1e-6
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if sent:
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assert self._last_joint_command_target is not None
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final_target = list(self._last_joint_command_target)
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self._last_successful_action_target = final_target
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cycle.q_target = final_target
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cycle.action_monotonic_ns = time.monotonic_ns()
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cycle.command_sent = True
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self._last_sent_target = sent_target
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self._last_sent_orientation = sent_orientation.copy()
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self._last_command_time = now
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self._stop_sent = False
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else:
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cycle.send_failed = True
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total_ms = (time.perf_counter_ns() - tick_started_ns) * 1e-6
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try:
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self._record_timing_sample(
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@@ -1233,7 +1309,10 @@ class SingleArmVelocityTeleop(Node):
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self._last_valid_joint_target = list(snapshot.positions)
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return current_pose
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def _solve_joint_target(self, target_pose: np.ndarray) -> list[float]:
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def _solve_joint_target(
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self,
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target_pose: np.ndarray,
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) -> tuple[list[float], bool]:
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if self._last_valid_joint_target is None:
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raise RuntimeError("valid joint feedback has not been initialized")
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try:
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@@ -1243,9 +1322,9 @@ class SingleArmVelocityTeleop(Node):
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f"{self._arm_name} QP 求解失败,保持上一组关节目标:{exc}",
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throttle_duration_sec=1.0,
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)
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return list(self._last_valid_joint_target)
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return list(self._last_valid_joint_target), False
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self._last_valid_joint_target = list(result)
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return list(result)
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return list(result), True
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def _safe_stop(self, reset_active: bool) -> None:
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if not self._stop_sent:
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@@ -1417,6 +1496,122 @@ class SingleArmVelocityTeleop(Node):
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self._cmd_vel_pub.publish(velocity_msg)
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self._target_clamped_pub.publish(clamped_msg)
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def _build_act_control_sample(
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self,
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cycle: _ActCycleContext,
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) -> ActControlSample:
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message = ActControlSample()
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message.header.stamp = self.get_clock().now().to_msg()
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message.header.frame_id = "rm_base"
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message.control_seq = cycle.control_seq
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message.control_monotonic_ns = cycle.control_monotonic_ns
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message.feedback_monotonic_ns = cycle.feedback_monotonic_ns
|
||||
message.action_monotonic_ns = cycle.action_monotonic_ns
|
||||
message.feedback_age_ms = float(cycle.feedback_age_ms)
|
||||
message.qp_duration_ms = float(cycle.qp_duration_ms)
|
||||
|
||||
q_actual = cycle.q_actual or [0.0] * 7
|
||||
held_target = (
|
||||
cycle.q_target
|
||||
or self._last_successful_action_target
|
||||
or q_actual
|
||||
)
|
||||
qp_target = cycle.q_qp_raw or held_target
|
||||
limits = np.asarray(
|
||||
self._ik_solver.joint_position_limits,
|
||||
dtype=float,
|
||||
)
|
||||
if limits.shape != (7, 2) or not np.isfinite(limits).all():
|
||||
raise ValueError("joint limits must have finite shape (7, 2)")
|
||||
message.q_actual = [float(value) for value in q_actual]
|
||||
message.q_qp_raw = [float(value) for value in qp_target]
|
||||
message.q_target = [float(value) for value in held_target]
|
||||
message.joint_lower_limits = limits[:, 0].tolist()
|
||||
message.joint_upper_limits = limits[:, 1].tolist()
|
||||
|
||||
current_pose = cycle.current_pose
|
||||
if current_pose is None:
|
||||
current_pose = self._debug_pose_fallback()
|
||||
if current_pose is None:
|
||||
current_pose = np.eye(4)
|
||||
raw_target_pose = cycle.raw_target_pose
|
||||
if raw_target_pose is None:
|
||||
raw_target_pose = current_pose
|
||||
target_pose = cycle.target_pose
|
||||
if target_pose is None:
|
||||
target_pose = current_pose
|
||||
message.tcp_current = self._pose_msg(
|
||||
message.header.stamp,
|
||||
current_pose,
|
||||
).pose
|
||||
message.tcp_raw_target = self._pose_msg(
|
||||
message.header.stamp,
|
||||
raw_target_pose,
|
||||
).pose
|
||||
message.tcp_target = self._pose_msg(
|
||||
message.header.stamp,
|
||||
target_pose,
|
||||
).pose
|
||||
velocity = cycle.command_velocity or [0.0] * 6
|
||||
if len(velocity) != 6:
|
||||
raise ValueError("ACT command velocity must contain 6 values")
|
||||
message.tcp_command_velocity.linear.x = float(velocity[0])
|
||||
message.tcp_command_velocity.linear.y = float(velocity[1])
|
||||
message.tcp_command_velocity.linear.z = float(velocity[2])
|
||||
message.tcp_command_velocity.angular.x = float(velocity[3])
|
||||
message.tcp_command_velocity.angular.y = float(velocity[4])
|
||||
message.tcp_command_velocity.angular.z = float(velocity[5])
|
||||
|
||||
controller = self._last_msg
|
||||
if controller is not None:
|
||||
message.pico_pose = controller.pose
|
||||
message.pico_grip = bool(controller.grip)
|
||||
message.pico_trigger = float(controller.trigger)
|
||||
message.pico_primary = bool(controller.primary)
|
||||
message.pico_secondary = bool(controller.secondary)
|
||||
message.pico_axis = [float(value) for value in controller.axis]
|
||||
|
||||
tool_target, tool_state, tool_pending, tool_failed = (
|
||||
self._tool_state_snapshot()
|
||||
)
|
||||
message.gripper_target_open = tool_target
|
||||
message.gripper_state_known = tool_state is not None
|
||||
message.gripper_state_open = bool(tool_state)
|
||||
message.gripper_command_pending = tool_pending
|
||||
message.gripper_command_failed = tool_failed
|
||||
|
||||
message.teleop_active = bool(self._active)
|
||||
message.feedback_valid = cycle.feedback_valid
|
||||
message.action_valid = bool(
|
||||
self._last_successful_action_target is not None
|
||||
and cycle.feedback_valid
|
||||
and not cycle.send_failed
|
||||
and not cycle.control_fault
|
||||
)
|
||||
message.command_sent = cycle.command_sent
|
||||
message.qp_attempted = cycle.qp_attempted
|
||||
message.qp_success = cycle.qp_success
|
||||
message.target_clamped = cycle.target_clamped
|
||||
message.control_fault = bool(
|
||||
cycle.control_fault or self._control_fault_latched
|
||||
)
|
||||
return message
|
||||
|
||||
def _publish_act_control_sample(
|
||||
self,
|
||||
cycle: _ActCycleContext,
|
||||
) -> None:
|
||||
publisher = getattr(self, "_act_sample_pub", None)
|
||||
if publisher is None:
|
||||
return
|
||||
try:
|
||||
publisher.publish(self._build_act_control_sample(cycle))
|
||||
except Exception as exc:
|
||||
self.get_logger().warn(
|
||||
f"{self._arm_name} ACT原子样本发布失败:{exc}",
|
||||
throttle_duration_sec=1.0,
|
||||
)
|
||||
|
||||
@staticmethod
|
||||
def _pose_msg(stamp, pose: np.ndarray) -> PoseStamped:
|
||||
transform = _make_transform(pose[:3, 3], pose[:3, :3])
|
||||
|
||||
Reference in New Issue
Block a user