Download tasks/041/simulate.py from OrlaLabs/PhyCAD-Bench: direct link, hf CLI and curl.
- Browser
- Download file 8.76 kB
-
https://huggingface.co/datasets/OrlaLabs/PhyCAD-Bench/resolve/main/tasks/041/simulate.py
- Command line
-
hf download hf://datasets/OrlaLabs/PhyCAD-Bench/tasks/041/simulate.py
-
curl -L -o simulate.py https://huggingface.co/datasets/OrlaLabs/PhyCAD-Bench/resolve/main/tasks/041/simulate.py
8.76 kB
| """Run a STEP-contact track shoe over a rigid rock at fixed speeds.""" | |
| 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, setup: dict) -> dict: | |
| import cadquery as cq | |
| shape = cq.importers.importStep(str(step)).val() | |
| if shape.ShapeType() != "Solid" or len(shape.Solids()) != 1 or not shape.isValid(): | |
| raise ValueError("Expected one valid track-shoe solid") | |
| mount = cq.Solid.makeBox(100, 100, 10, cq.Vector(-50, -50, 20)) | |
| envelope = cq.Solid.makeBox(300, 100, 30, cq.Vector(-150, -50, 0)) | |
| vertices, faces = shape.tessellate(setup["cad_tessellation_tolerance_mm"]) | |
| if len(vertices) < 8 or len(faces) < 12: | |
| raise ValueError("Track-shoe tessellation is incomplete") | |
| return { | |
| "step_sha256": hashlib.sha256(step.read_bytes()).hexdigest(), | |
| "volume_mm3": shape.Volume(), | |
| "mount_missing_mm3": max(0.0, mount.Volume() - mount.intersect(shape).Volume()), | |
| "envelope_excess_mm3": max(0.0, shape.Volume() - | |
| shape.intersect(envelope).Volume()), | |
| "collision_mesh": { | |
| "vertices": [[axis / 1000 for axis in point.toTuple()] | |
| for point in vertices], | |
| "faces": faces, | |
| }, | |
| } | |
| def dynamics(collision_mesh: dict, setup: dict) -> dict: | |
| import pychrono as ch | |
| collision_mesh_ch = ch.ChTriangleMeshConnected() | |
| vertices = [ch.ChVector3d(*point) for point in collision_mesh["vertices"]] | |
| for a, b, c in collision_mesh["faces"]: | |
| collision_mesh_ch.AddTriangle(vertices[a], vertices[b], vertices[c]) | |
| results = {} | |
| for speed in setup["drive_speeds_m_s"]: | |
| system = ch.ChSystemSMC() | |
| system.SetCollisionSystemType(ch.ChCollisionSystem.Type_BULLET) | |
| system.SetGravitationalAcceleration( | |
| ch.ChVector3d(0, 0, -setup["gravity_m_s2"])) | |
| system.SetSolver(ch.ChSolverSparseLU()) | |
| material = ch.ChContactMaterialSMC() | |
| material.SetFriction(setup["contact_friction"]) | |
| material.SetRestitution(0) | |
| material.SetYoungModulus(setup["contact_young_modulus_Pa"]) | |
| floor = ch.ChBodyEasyBox(2, 1, 0.1, 1000, False, True, material) | |
| floor.SetPos(ch.ChVector3d(0, 0, -0.05)) | |
| floor.SetFixed(True) | |
| system.Add(floor) | |
| rock = ch.ChBodyEasySphere(setup["rock_radius_m"], 1000, | |
| False, True, material) | |
| rock.SetPos(ch.ChVector3d(*setup["rock_center_m"])) | |
| rock.SetFixed(True) | |
| system.Add(rock) | |
| shoe = ch.ChBody() | |
| shoe.SetMass(setup["carrier_mass_kg"]) | |
| shoe.SetInertiaXX(ch.ChVector3d(*setup["carrier_inertia_kg_m2"])) | |
| shoe.SetPos(ch.ChVector3d(*setup["initial_position_m"])) | |
| shoe.AddCollisionShape(ch.ChCollisionShapeTriangleMesh( | |
| material, collision_mesh_ch, False, False, | |
| setup["collision_thickness_m"])) | |
| shoe.EnableCollision(True) | |
| system.Add(shoe) | |
| guide = ch.ChLinkMateGeneric() | |
| guide.SetConstrainedCoords(False, True, False, True, True, True) | |
| guide.Initialize(shoe, floor, ch.ChFramed(shoe.GetPos())) | |
| system.Add(guide) | |
| motor = ch.ChLinkMotorLinearSpeed() | |
| motor.SetGuideConstraint(ch.ChLinkMotorLinear.GuideConstraint_FREE) | |
| motor.Initialize(shoe, floor, ch.ChFramed( | |
| shoe.GetPos(), ch.QuatFromAngleY(math.pi / 2))) | |
| motor.SetMotorFunction(ch.ChFunctionConst(speed)) | |
| system.Add(motor) | |
| spring = ch.ChForce() | |
| shoe.AddForce(spring) | |
| spring.SetMode(ch.ChForce.FORCE) | |
| spring.SetDir(ch.ChVector3d(0, 0, 1)) | |
| 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("Invalid time grid") | |
| peak_acceleration = 0.0 | |
| peak_height = setup["initial_position_m"][2] | |
| for index in range(steps): | |
| position = shoe.GetPos() | |
| velocity = shoe.GetPosDt() | |
| spring.SetMforce( | |
| setup["carrier_mass_kg"] * setup["gravity_m_s2"] + | |
| setup["spring_stiffness_N_m"] * | |
| (setup["spring_rest_height_m"] - position.z) - | |
| setup["spring_damping_N_s_m"] * velocity.z) | |
| system.DoStepDynamics(dt) | |
| if index * dt >= 0.3: | |
| peak_acceleration = max(peak_acceleration, | |
| abs(shoe.GetPosDt2().z)) | |
| peak_height = max(peak_height, shoe.GetPos().z) | |
| if not all(math.isfinite(value) for value in ( | |
| peak_acceleration, peak_height, shoe.GetPos().x)): | |
| raise ValueError("Non-finite shoe trajectory") | |
| results[str(speed)] = { | |
| "peak_vertical_acceleration_m_s2": peak_acceleration, | |
| "rock_climb_m": peak_height - setup["initial_position_m"][2], | |
| "final_x_m": shoe.GetPos().x, | |
| "motor_speed_m_s": motor.GetMotorPosDt(), | |
| "collision_triangle_count": collision_mesh_ch.GetNumTriangles(), | |
| } | |
| return results | |
| 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) | |
| if run.returncode: | |
| raise RuntimeError(f"{phase} failed:\n{run.stderr[-1600:]}") | |
| 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) | |
| result = (measure(Path(payload["step"]), payload["setup"]) | |
| if args.phase == "measure" else | |
| dynamics(payload["collision_mesh"], payload["setup"])) | |
| print(json.dumps(result)) | |
| return | |
| setup = json.loads((ROOT / "setup.json").read_text()) | |
| results = {} | |
| for name in ("before", "after"): | |
| properties = invoke(args.cad_python, "measure", { | |
| "step": str(ROOT / f"{name}.step"), "setup": setup}) | |
| collision_mesh = properties.pop("collision_mesh") | |
| results[name] = { | |
| "step_properties": properties, | |
| "simulation_result": invoke(args.physics_python, "dynamics", { | |
| "collision_mesh": collision_mesh, "setup": setup}), | |
| } | |
| before, after = results["before"], results["after"] | |
| bp, ap = before["step_properties"], after["step_properties"] | |
| bs, gs = before["simulation_result"], after["simulation_result"] | |
| speeds = [str(speed) for speed in setup["drive_speeds_m_s"]] | |
| baseline = [bs[speed]["peak_vertical_acceleration_m_s2"] for speed in speeds] | |
| candidate = [gs[speed]["peak_vertical_acceleration_m_s2"] for speed in speeds] | |
| reductions = [1 - a / b for a, b in zip(candidate, baseline)] | |
| checks = { | |
| "baseline_acceleration_measurable": min(baseline) >= | |
| setup["minimum_baseline_peak_acceleration_m_s2"], | |
| "acceleration_reduced_both_speeds": min(reductions) >= | |
| setup["required_relative_peak_acceleration_reduction"], | |
| "candidate_acceleration_below_limit": max(candidate) <= | |
| setup["maximum_candidate_peak_acceleration_m_s2"], | |
| "rock_climbed": all(gs[speed]["rock_climb_m"] >= | |
| setup["minimum_rock_climb_m"] for speed in speeds), | |
| "motor_speeds_met": all(abs(gs[speed]["motor_speed_m_s"] - float(speed)) | |
| < 1e-6 for speed in speeds), | |
| "course_traversed": all(gs[speed]["final_x_m"] > 0.25 | |
| for speed in speeds), | |
| "volume_fixed": abs(ap["volume_mm3"] / bp["volume_mm3"] - 1) <= | |
| setup["maximum_relative_volume_change"], | |
| "mount_fixed": ap["mount_missing_mm3"] <= | |
| setup["maximum_mount_missing_mm3"], | |
| "envelope_fixed": ap["envelope_excess_mm3"] <= | |
| setup["maximum_envelope_excess_mm3"], | |
| } | |
| after["comparison_to_before"] = { | |
| "relative_peak_acceleration_reductions": reductions, | |
| "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"Peak acceleration: {baseline} -> {candidate} m/s2") | |
| print(f"Task passed: {all(checks.values())}") | |
| if not all(checks.values()): | |
| raise SystemExit(1) | |
| if __name__ == "__main__": | |
| main() | |