"""Measure both STEP wheels and roll each with the same PyChrono setup.""" import argparse import hashlib import json import math import subprocess import sys from pathlib import Path ROOT = Path(__file__).resolve().parent def measure(step: Path, density: float) -> dict: import cadquery as cq from OCP.BRepGProp import BRepGProp from OCP.GProp import GProp_GProps shape = cq.importers.importStep(str(step)).val() if shape.ShapeType() != "Solid" or not shape.isValid(): raise ValueError(f"Expected one valid solid: {step}") props = GProp_GProps() BRepGProp.VolumeProperties_s(shape.wrapped, props) box = shape.BoundingBox() inertia = props.MatrixOfInertia() return { "step_sha256": hashlib.sha256(step.read_bytes()).hexdigest(), "volume_mm3": props.Mass(), "mass_kg": props.Mass() * density * 1e-9, "outer_diameter_mm": max(box.xlen, box.ylen), "axial_thickness_mm": box.zlen, "center_of_mass_mm": list(props.CentreOfMass().Coord()), "inertia_tensor_kg_m2": [ [inertia.Value(i, j) * density * 1e-15 for j in (1, 2, 3)] for i in (1, 2, 3) ], } def dynamics(p: dict, setup: dict) -> dict: import pychrono as ch if max(abs(v) for v in p["center_of_mass_mm"]) > 1e-6: raise ValueError("Wheel must be centered on the origin") radius = p["outer_diameter_mm"] / 2000 thickness = p["axial_thickness_mm"] / 1000 angle = math.radians(setup["ramp_angle_deg"]) system = ch.ChSystemNSC() system.SetCollisionSystemType(ch.ChCollisionSystem.Type_BULLET) system.SetGravitationalAcceleration(ch.ChVector3d( setup["gravity_m_s2"] * math.sin(angle), -setup["gravity_m_s2"] * math.cos(angle), 0, )) material = ch.ChContactMaterialNSC() material.SetFriction(setup["contact_friction"]) floor = ch.ChBodyEasyBox(3, 0.1, 0.3, 1000, False, True, material) floor.SetPos(ch.ChVector3d(0, -0.05, 0)) floor.SetFixed(True) system.Add(floor) # The outer cylindrical surface is the only wheel surface that contacts the floor. wheel = ch.ChBodyEasyCylinder( ch.ChAxis_Z, radius, thickness, 1000, False, True, material ) wheel.SetMass(p["mass_kg"]) inertia = ch.ChMatrix33d() inertia.SetMatr(p["inertia_tensor_kg_m2"]) wheel.SetInertia(inertia) wheel.SetPos(ch.ChVector3d(setup["initial_x_m"], radius, 0)) system.Add(wheel) dt = setup["time_step_s"] steps = round(setup["duration_s"] / dt) if dt <= 0 or abs(steps * dt - setup["duration_s"]) > 1e-12: raise ValueError("Duration must contain whole time steps") for _ in range(steps): system.DoStepDynamics(dt) vx = wheel.GetLinVel().x omega = wheel.GetAngVelParent().z distance = wheel.GetPos().x - setup["initial_x_m"] return { "down_ramp_displacement_m": distance, "final_linear_speed_m_s": vx, "final_angular_velocity_z_rad_s": omega, "rolling_slip_ratio": abs(vx + radius * omega) / max(abs(vx), 1e-12), "steps": steps, } def invoke(python: str, phase: str, payload: dict) -> dict: run = subprocess.run( [python, str(Path(__file__).resolve()), "--phase", phase], input=json.dumps(payload), text=True, capture_output=True, check=False, ) if run.returncode: raise RuntimeError(f"{phase} failed:\n{run.stderr}") return json.loads(run.stdout) def main() -> None: parser = argparse.ArgumentParser() parser.add_argument("--cad-python", default=sys.executable) parser.add_argument("--physics-python", default=sys.executable) parser.add_argument("--phase", choices=("measure", "dynamics")) args = parser.parse_args() if args.phase: payload = json.load(sys.stdin) print(json.dumps( measure(Path(payload["step"]), payload["density"]) if args.phase == "measure" else dynamics(payload["properties"], payload["setup"]) )) return setup_path = ROOT / "setup.json" setup = json.loads(setup_path.read_text()) hashes = { "setup_sha256": hashlib.sha256(setup_path.read_bytes()).hexdigest(), "simulation_sha256": hashlib.sha256(Path(__file__).read_bytes()).hexdigest(), "engine": setup["engine"], "engine_version": setup["engine_version"], } results = {} for name in ("before", "after"): step = ROOT / f"{name}.step" p = invoke(args.cad_python, "measure", { "step": str(step), "density": setup["material_density_kg_m3"], }) results[name] = { "step": step.name, "setup": "setup.json", "simulation": "simulate.py", "step_properties": p, "simulation_result": invoke(args.physics_python, "dynamics", { "properties": p, "setup": setup, }), "provenance": hashes, } b, a = results["before"], results["after"] bp, ap = b["step_properties"], a["step_properties"] bd = b["simulation_result"]["down_ramp_displacement_m"] ad = a["simulation_result"]["down_ramp_displacement_m"] gain = ad / bd - 1 checks = { "displacement_gain": gain >= setup["required_relative_displacement_gain"], "mass_fixed": abs(ap["mass_kg"] / bp["mass_kg"] - 1) <= setup["maximum_relative_mass_change"], "outer_diameter_fixed": abs(ap["outer_diameter_mm"] - bp["outer_diameter_mm"]) <= setup["maximum_outer_diameter_change_mm"], "both_wheels_roll_without_material_slip": all( results[n]["simulation_result"]["rolling_slip_ratio"] <= setup["maximum_rolling_slip_ratio"] for n in ("before", "after") ), } a["comparison_to_before"] = { "relative_displacement_gain": gain, "checks": checks, "passed": all(checks.values()), } for name, result in results.items(): (ROOT / f"{name}.results.json").write_text(json.dumps(result, indent=2) + "\n") print(f"Ramp displacement: {bd:.6f} -> {ad:.6f} m ({gain:.1%} gain)") print(f"Task passed: {a['comparison_to_before']['passed']}") if not a["comparison_to_before"]["passed"]: raise SystemExit(1) if __name__ == "__main__": main()