Add IK types, validation, and tests for RM75 kinematics

This commit is contained in:
2026-06-29 20:18:59 +08:00
parent 7255daa69c
commit fdf505eac5
23 changed files with 2583 additions and 1192 deletions

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import numpy as np
import pinocchio as pin
import pytest
from rm75_ik import (
RM75Kinematics,
physical_joint_limits,
pose_errors,
teleop_joint_limits,
)
def test_limit_profiles_match_stage_one_contract():
physical = physical_joint_limits()
teleop = teleop_joint_limits()
np.testing.assert_allclose(
np.rad2deg(physical.upper), [178, 130, 178, 135, 178, 128, 360]
)
np.testing.assert_allclose(
np.rad2deg(teleop.lower), [-150, -30, -170, -130, -175, -125, -179]
)
np.testing.assert_allclose(
np.rad2deg(teleop.upper), [150, 110, 170, 130, 175, 125, 179]
)
def test_zero_configuration_reaches_documented_flange_height():
kinematics = RM75Kinematics()
pose = kinematics.forward(np.zeros(7))
np.testing.assert_allclose(pose.translation, [0.0, 0.0, 0.8505], atol=3e-6)
np.testing.assert_allclose(pose.rotation, np.eye(3), atol=1e-7)
def test_tool_pose_is_composed_after_flange():
kinematics = RM75Kinematics()
q = np.deg2rad([30, -20, 40, 60, -50, 25, 90])
tool = pin.SE3(np.eye(3), np.array([0.0, 0.0, 0.16]))
expected = kinematics.forward(q) * tool
actual = kinematics.forward(q, tool)
assert pose_errors(expected, actual) == pytest.approx((0.0, 0.0), abs=1e-12)
@pytest.mark.parametrize(
"configuration",
[
np.zeros(6),
np.full(7, np.nan),
np.deg2rad([179, 0, 0, 0, 0, 0, 0]),
],
)
def test_invalid_configuration_is_rejected(configuration):
with pytest.raises(ValueError):
RM75Kinematics().forward(configuration)
def test_jacobian_has_expected_shape_and_is_finite():
jacobian = RM75Kinematics().jacobian(np.deg2rad([10, 20, -30, 40, 50, -60, 70]))
assert jacobian.shape == (6, 7)
assert np.all(np.isfinite(jacobian))

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import os
from pathlib import Path
import numpy as np
import pinocchio as pin
import pytest
from rm75_ik import (
DualArmAssembly,
RM75Kinematics,
RealManFkReference,
pose_errors,
)
@pytest.fixture(scope="module")
def reference():
sdk_root = os.environ.get("REALMAN_SDK_ROOT")
if not sdk_root:
pytest.skip("REALMAN_SDK_ROOT is not set")
return RealManFkReference(Path(sdk_root))
@pytest.mark.parametrize(
"q_deg",
[
[0, 0, 0, 0, 0, 0, 0],
[30, -20, 40, 60, -50, 25, 90],
[-100, 80, -90, -70, 120, -60, -180],
],
)
def test_pinocchio_fk_matches_realman_algo(reference, q_deg):
q = np.deg2rad(q_deg)
position_error, orientation_error = pose_errors(
RM75Kinematics().forward(q), reference.forward(q)
)
assert position_error < 1e-4
assert orientation_error < np.deg2rad(0.01)
def test_tool_fk_matches_realman_algo(reference):
q = np.deg2rad([30, -20, 40, 60, -50, 25, 90])
tool = pin.SE3(np.eye(3), np.array([0.0, 0.0, 0.19]))
position_error, orientation_error = pose_errors(
RM75Kinematics().forward(q, tool), reference.forward(q, tool)
)
assert position_error < 1e-4
assert orientation_error < np.deg2rad(0.01)
def test_dual_arm_mounts_reuse_single_arm_geometry(reference):
assembly = DualArmAssembly.from_source_urdf()
q = np.deg2rad([20, -10, 30, 40, -20, 15, 80])
assert assembly.dof == 14
assert assembly.mounts.right_visual_origin_delta_m == pytest.approx(0.001, abs=1e-8)
for arm, mount in (
("left", assembly.mounts.left_base),
("right", assembly.mounts.right_base),
):
local = mount.actInv(assembly.forward(arm, q))
errors = pose_errors(local, reference.forward(q))
assert errors[0] < 1e-4
assert errors[1] < np.deg2rad(0.01)

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import numpy as np
import pinocchio as pin
from rm75_ik import IkOptions, IkStatus, RM75IkSolver, RM75Kinematics, pose_errors
def test_near_seed_round_trip_converges():
kinematics = RM75Kinematics()
solver = RM75IkSolver(kinematics)
target_q = np.deg2rad([30, -20, 40, 60, -50, 25, 90])
seed = target_q + np.deg2rad([2, -1, 2, -1, 1, -2, 3])
result = solver.solve(kinematics.forward(target_q), seed)
assert result.status is IkStatus.SUCCESS
assert result.q is not None
position_error, orientation_error = pose_errors(
kinematics.forward(result.q), kinematics.forward(target_q)
)
assert position_error <= 1e-3
assert orientation_error <= np.deg2rad(0.1)
def test_invalid_seed_returns_no_solution():
kinematics = RM75Kinematics()
result = RM75IkSolver(kinematics).solve(
kinematics.forward(np.zeros(7)), np.full(7, np.nan)
)
assert result.status is IkStatus.INVALID_INPUT
assert result.q is None
def test_invalid_rotation_returns_no_solution():
kinematics = RM75Kinematics()
invalid_target = pin.SE3(2.0 * np.eye(3), np.zeros(3))
result = RM75IkSolver(kinematics).solve(invalid_target, np.zeros(7))
assert result.status is IkStatus.INVALID_INPUT
assert result.q is None
def test_expired_time_budget_returns_no_solution():
kinematics = RM75Kinematics()
result = RM75IkSolver(kinematics).solve(
kinematics.forward(np.deg2rad([30, 20, -40, 60, 50, -25, 90])),
np.zeros(7),
IkOptions(time_limit_sec=1e-12),
)
assert result.status is IkStatus.TIME_LIMIT
assert result.q is None

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import json
from pathlib import Path
from rm75_ik.validation import load_project_tools, write_validation_report
def test_project_tool_config_and_report_output(tmp_path):
tools = load_project_tools(
Path(__file__).resolve().parents[2]
/ "xr_rm_bringup"
/ "config"
/ "peripherals_rm75.yaml"
)
assert set(tools) == {"scissor", "omnipic", "minisci"}
summary = {
"passed": True,
"seed": 20260629,
"realman_api_version": "v1.1.5",
"failure_count": 0,
"checks": {
"example": {
"passed": True,
"required": True,
"samples": 1,
}
},
}
json_path, csv_path, markdown_path = write_validation_report(
tmp_path, summary, []
)
assert json.loads(json_path.read_text())["passed"] is True
assert csv_path.read_text().startswith("category,profile,sample")
assert "Overall: **PASS**" in markdown_path.read_text()