feat: 发布同周期ACT控制样本

This commit is contained in:
2026-08-10 18:01:05 +08:00
parent 043d3d0533
commit e60d620dfe
3 changed files with 398 additions and 7 deletions
@@ -0,0 +1,194 @@
from types import SimpleNamespace
import numpy as np
import pytest
from builtin_interfaces.msg import Time as TimeMsg
from xr_rm_interfaces.msg import XrController
from xr_rm_teleop.single_arm_velocity_teleop import (
SingleArmVelocityTeleop,
_ActCycleContext,
)
class FakePublisher:
def __init__(self, error=None) -> None:
self.error = error
self.messages = []
def publish(self, message) -> None:
if self.error is not None:
raise self.error
self.messages.append(message)
class FakeLogger:
def __init__(self) -> None:
self.warnings = []
def warn(self, message, **kwargs) -> None:
del kwargs
self.warnings.append(message)
def _controller(*, grip=True) -> XrController:
message = XrController()
message.hand = "right"
message.grip = grip
message.trigger = 0.25
message.primary = False
message.secondary = False
message.axis = [0.1, -0.2]
message.pose.orientation.w = 1.0
return message
def _teleop(*, last_target=None, tool_state=True):
teleop = object.__new__(SingleArmVelocityTeleop)
teleop._arm_name = "right_rm75"
teleop._last_msg = _controller()
teleop._active = True
teleop._control_fault_latched = False
teleop._last_current_pose = np.eye(4)
teleop._robot_start_transform = None
teleop._last_sent_target = None
teleop._last_sent_orientation = None
teleop._last_successful_action_target = last_target
teleop._ik_solver = SimpleNamespace(
joint_position_limits=np.asarray([[-1.0, 1.0]] * 7)
)
teleop._tool_state_snapshot = lambda: (
True,
tool_state,
False,
False,
)
teleop.get_clock = lambda: SimpleNamespace(
now=lambda: SimpleNamespace(to_msg=lambda: TimeMsg())
)
teleop.get_logger = lambda: FakeLogger()
return teleop
def _cycle(**overrides) -> _ActCycleContext:
values = {
"control_seq": 100,
"control_monotonic_ns": 1_000_000_000,
"feedback_monotonic_ns": 990_000_000,
"action_monotonic_ns": 1_005_000_000,
"feedback_age_ms": 10.0,
"q_actual": [0.1] * 7,
"q_qp_raw": [0.3] * 7,
"q_target": [0.2] * 7,
"current_pose": np.eye(4),
"raw_target_pose": np.eye(4),
"target_pose": np.eye(4),
"command_velocity": [0.0] * 6,
"feedback_valid": True,
"command_sent": True,
"qp_attempted": True,
"qp_success": True,
}
values.update(overrides)
return _ActCycleContext(**values)
def test_act_sample_uses_feedback_and_limited_target_from_one_cycle() -> None:
teleop = _teleop(last_target=[0.2] * 7)
message = teleop._build_act_control_sample(_cycle())
assert message.control_seq == 100
assert message.q_actual == pytest.approx([0.1] * 7)
assert message.q_qp_raw == pytest.approx([0.3] * 7)
assert message.q_target == pytest.approx([0.2] * 7)
assert message.joint_lower_limits == pytest.approx([-1.0] * 7)
assert message.joint_upper_limits == pytest.approx([1.0] * 7)
assert message.command_sent
assert message.action_valid
assert message.qp_attempted
assert message.qp_success
def test_act_sample_marks_qp_fallback_as_valid_held_action() -> None:
teleop = _teleop(last_target=[0.2] * 7)
cycle = _cycle(
q_qp_raw=[0.2] * 7,
q_target=[0.2] * 7,
qp_success=False,
)
message = teleop._build_act_control_sample(cycle)
assert message.q_target == pytest.approx([0.2] * 7)
assert message.action_valid
assert message.qp_attempted
assert not message.qp_success
def test_act_sample_holds_last_action_while_grip_is_released() -> None:
teleop = _teleop(last_target=[0.4] * 7)
teleop._last_msg = _controller(grip=False)
teleop._active = False
cycle = _cycle(
q_qp_raw=None,
q_target=None,
command_sent=False,
qp_attempted=False,
qp_success=False,
action_monotonic_ns=-1,
)
message = teleop._build_act_control_sample(cycle)
assert message.q_target == pytest.approx([0.4] * 7)
assert message.action_valid
assert not message.command_sent
assert not message.teleop_active
def test_act_sample_marks_send_failure_invalid() -> None:
teleop = _teleop(last_target=[0.4] * 7)
message = teleop._build_act_control_sample(
_cycle(send_failed=True, command_sent=False)
)
assert not message.action_valid
def test_act_sample_marks_unknown_gripper_state() -> None:
teleop = _teleop(last_target=[0.2] * 7, tool_state=None)
message = teleop._build_act_control_sample(_cycle())
assert not message.gripper_state_known
def test_act_sample_publish_failure_does_not_escape_control_path() -> None:
teleop = _teleop(last_target=[0.2] * 7)
logger = FakeLogger()
teleop._act_sample_pub = FakePublisher(RuntimeError("dds failed"))
teleop.get_logger = lambda: logger
teleop._publish_act_control_sample(_cycle())
assert logger.warnings == [
"right_rm75 ACT原子样本发布失败:dds failed"
]
def test_control_tick_wraps_one_impl_call_in_one_atomic_sample() -> None:
teleop = object.__new__(SingleArmVelocityTeleop)
cycles = []
published = []
teleop._act_control_seq = 7
teleop._control_tick_impl = lambda cycle: cycles.append(cycle)
teleop._publish_act_control_sample = lambda cycle: published.append(cycle)
teleop._control_tick()
assert len(cycles) == 1
assert published == cycles
assert cycles[0].control_seq == 7
assert teleop._act_control_seq == 8
+4 -2
View File
@@ -686,9 +686,10 @@ def test_qp_failure_returns_last_known_good_target() -> None:
teleop._arm_name = "right_rm75"
teleop.get_logger = lambda: FakeLogger()
target = teleop._solve_joint_target(np.eye(4))
target, qp_success = teleop._solve_joint_target(np.eye(4))
assert target == pytest.approx([0.1] * 7)
assert not qp_success
assert teleop._last_valid_joint_target == pytest.approx([0.1] * 7)
@@ -704,9 +705,10 @@ def test_qp_success_updates_last_known_good_target() -> None:
teleop._arm_name = "left_rm75"
teleop.get_logger = lambda: FakeLogger()
target = teleop._solve_joint_target(np.eye(4))
target, qp_success = teleop._solve_joint_target(np.eye(4))
assert target == pytest.approx([0.2] * 7)
assert qp_success
assert teleop._last_valid_joint_target == pytest.approx([0.2] * 7)
@@ -10,17 +10,19 @@ import math
import queue
import threading
import time
from dataclasses import dataclass
from typing import Iterable
import numpy as np
import rclpy
from geometry_msgs.msg import PoseStamped, TwistStamped
from rclpy.node import Node
from rclpy.qos import HistoryPolicy, QoSProfile, ReliabilityPolicy
from rclpy.time import Time
from sensor_msgs.msg import JointState
from std_msgs.msg import Bool
from xr_rm_interfaces.msg import XrController
from xr_rm_interfaces.msg import ActControlSample, XrController
from .fun_peripheral import load_peripheral_config
from .placo_ik_solver import PlacoIkSolver
@@ -31,6 +33,30 @@ from .realman_adapter import (
)
@dataclass
class _ActCycleContext:
control_seq: int
control_monotonic_ns: int
feedback_monotonic_ns: int = -1
action_monotonic_ns: int = -1
feedback_age_ms: float = math.inf
qp_duration_ms: float = 0.0
q_actual: list[float] | None = None
q_qp_raw: list[float] | None = None
q_target: list[float] | None = None
current_pose: np.ndarray | None = None
raw_target_pose: np.ndarray | None = None
target_pose: np.ndarray | None = None
command_velocity: list[float] | None = None
feedback_valid: bool = False
command_sent: bool = False
send_failed: bool = False
qp_attempted: bool = False
qp_success: bool = False
target_clamped: bool = False
control_fault: bool = False
def _norm(values: Iterable[float]) -> float:
return math.sqrt(sum(value * value for value in values))
@@ -291,6 +317,8 @@ class SingleArmVelocityTeleop(Node):
self._latest_joint_positions: list[float] | None = None
self._last_joint_command_target: list[float] | None = None
self._last_joint_command_velocity: list[float] | None = None
self._last_successful_action_target: list[float] | None = None
self._act_control_seq = 0
self._joint_feedback_ready = False
self._grip_rearm_required = False
self._feedback_resync_attempted = False
@@ -345,6 +373,15 @@ class SingleArmVelocityTeleop(Node):
f"{debug_ns}/joint_target",
10,
)
self._act_sample_pub = self.create_publisher(
ActControlSample,
f"{debug_ns}/act_control_sample",
QoSProfile(
history=HistoryPolicy.KEEP_LAST,
depth=10,
reliability=ReliabilityPolicy.BEST_EFFORT,
),
)
self._adapter = self._make_adapter()
self._adapter.connect()
self._initialize_joint_state()
@@ -619,6 +656,18 @@ class SingleArmVelocityTeleop(Node):
self._enqueue_tool_command(self._trigger_tool_open, "trigger")
def _control_tick(self) -> None:
control_seq = getattr(self, "_act_control_seq", 0)
self._act_control_seq = control_seq + 1
cycle = _ActCycleContext(
control_seq=control_seq,
control_monotonic_ns=time.monotonic_ns(),
)
try:
self._control_tick_impl(cycle)
finally:
self._publish_act_control_sample(cycle)
def _control_tick_impl(self, cycle: _ActCycleContext) -> None:
tick_started_ns = time.perf_counter_ns()
last_tick_started_ns = getattr(
self,
@@ -633,10 +682,12 @@ class SingleArmVelocityTeleop(Node):
)
now = self.get_clock().now()
if self._control_fault_latched:
cycle.control_fault = True
return
snapshot = self._adapter.get_latest_joint_state()
if not self._joint_snapshot_is_motion_ready(snapshot):
cycle.control_fault = True
self._grip_rearm_required = True
if self._joint_feedback_ready:
self.get_logger().warn(
@@ -647,13 +698,18 @@ class SingleArmVelocityTeleop(Node):
self._safe_stop(reset_active=True)
return
assert snapshot is not None
cycle.q_actual = list(snapshot.positions)
cycle.feedback_monotonic_ns = int(snapshot.received_at * 1e9)
feedback_age = time.monotonic() - snapshot.received_at
cycle.feedback_age_ms = feedback_age * 1000.0
if feedback_age < 0.0:
cycle.control_fault = True
self._grip_rearm_required = True
self._joint_feedback_ready = False
self._safe_stop(reset_active=True)
return
if feedback_age > self._command_timeout_sec:
cycle.control_fault = True
self._handle_stale_joint_feedback(feedback_age)
return
@@ -661,6 +717,7 @@ class SingleArmVelocityTeleop(Node):
try:
current_pose = self._sync_joint_feedback(snapshot)
except Exception as exc:
cycle.control_fault = True
self.get_logger().error(
f"{self._arm_name} 关节反馈同步到 Placo 失败:{exc}",
throttle_duration_sec=1.0,
@@ -669,6 +726,8 @@ class SingleArmVelocityTeleop(Node):
self._grip_rearm_required = True
self._safe_stop(reset_active=True)
return
cycle.current_pose = current_pose
cycle.feedback_valid = True
if not self._joint_feedback_ready:
if self._grip_rearm_required:
message = (
@@ -717,6 +776,7 @@ class SingleArmVelocityTeleop(Node):
try:
controller_quat = self._controller_quaternion(self._last_msg)
except ValueError as exc:
cycle.control_fault = True
self.get_logger().warn(
f"{self._arm_name} XR 手柄姿态无效,停止输出:{exc}",
throttle_duration_sec=1.0,
@@ -761,19 +821,35 @@ class SingleArmVelocityTeleop(Node):
sent_target,
sent_orientation,
)
cycle.raw_target_pose = raw_target_pose
cycle.target_pose = target_pose
cycle.command_velocity = list(velocity)
cycle.target_clamped = target_clamped
self._publish_debug(raw_target_pose, target_pose, velocity, target_clamped)
cycle.qp_attempted = True
qp_started_ns = time.perf_counter_ns()
joint_target = self._solve_joint_target(target_pose)
joint_target, qp_success = self._solve_joint_target(target_pose)
qp_ms = (time.perf_counter_ns() - qp_started_ns) * 1e-6
cycle.qp_duration_ms = qp_ms
cycle.q_qp_raw = list(joint_target)
cycle.qp_success = qp_success
send_started_ns = time.perf_counter_ns()
sent = self._send_joint_target(joint_target)
send_ms = (time.perf_counter_ns() - send_started_ns) * 1e-6
if sent:
assert self._last_joint_command_target is not None
final_target = list(self._last_joint_command_target)
self._last_successful_action_target = final_target
cycle.q_target = final_target
cycle.action_monotonic_ns = time.monotonic_ns()
cycle.command_sent = True
self._last_sent_target = sent_target
self._last_sent_orientation = sent_orientation.copy()
self._last_command_time = now
self._stop_sent = False
else:
cycle.send_failed = True
total_ms = (time.perf_counter_ns() - tick_started_ns) * 1e-6
try:
self._record_timing_sample(
@@ -1233,7 +1309,10 @@ class SingleArmVelocityTeleop(Node):
self._last_valid_joint_target = list(snapshot.positions)
return current_pose
def _solve_joint_target(self, target_pose: np.ndarray) -> list[float]:
def _solve_joint_target(
self,
target_pose: np.ndarray,
) -> tuple[list[float], bool]:
if self._last_valid_joint_target is None:
raise RuntimeError("valid joint feedback has not been initialized")
try:
@@ -1243,9 +1322,9 @@ class SingleArmVelocityTeleop(Node):
f"{self._arm_name} QP 求解失败,保持上一组关节目标:{exc}",
throttle_duration_sec=1.0,
)
return list(self._last_valid_joint_target)
return list(self._last_valid_joint_target), False
self._last_valid_joint_target = list(result)
return list(result)
return list(result), True
def _safe_stop(self, reset_active: bool) -> None:
if not self._stop_sent:
@@ -1417,6 +1496,122 @@ class SingleArmVelocityTeleop(Node):
self._cmd_vel_pub.publish(velocity_msg)
self._target_clamped_pub.publish(clamped_msg)
def _build_act_control_sample(
self,
cycle: _ActCycleContext,
) -> ActControlSample:
message = ActControlSample()
message.header.stamp = self.get_clock().now().to_msg()
message.header.frame_id = "rm_base"
message.control_seq = cycle.control_seq
message.control_monotonic_ns = cycle.control_monotonic_ns
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])