#!/usr/bin/env python3 """Render nodal displacement magnitude and shell von Mises stress by state.""" from __future__ import annotations import argparse from pathlib import Path import matplotlib.pyplot as plt import numpy as np import torch from load_case import canonical_geometry, load_case, load_mesh def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--dataset-root", type=Path, default=Path(".")) parser.add_argument("--geometry", required=True) parser.add_argument("--case", required=True) parser.add_argument("--state", type=int, default=0, choices=range(17)) parser.add_argument("--output", type=Path) args = parser.parse_args() geometry = canonical_geometry(args.geometry) data = load_case(args.dataset_root, geometry, args.case) mesh = load_mesh(args.dataset_root, geometry) state = args.state pos = mesh["node_pos"] displacement = data["disp"][:, state].numpy() deformed = pos + displacement magnitude = torch.linalg.vector_norm(data["disp"][:, state], dim=-1).numpy() connectivity = mesh["element_node_index"] centers = deformed[connectivity].mean(axis=1) stress = data["effective_stress"][:, state].numpy() figure, axes = plt.subplots(1, 2, figsize=(14, 5), constrained_layout=True) first = axes[0].scatter( deformed[:, 0], deformed[:, 1], c=magnitude, s=1.2, cmap="viridis" ) axes[0].set_title(f"Nodal displacement magnitude, state {state}") figure.colorbar(first, ax=axes[0]) second = axes[1].scatter( centers[:, 0], centers[:, 1], c=stress, s=1.2, cmap="turbo" ) axes[1].set_title(f"Max-IP von Mises stress, state {state}") figure.colorbar(second, ax=axes[1]) for axis in axes: axis.set_aspect("equal", adjustable="box") axis.set_xlabel("x (unit pending confirmation)") axis.set_ylabel("y (unit pending confirmation)") figure.suptitle(f"{geometry} / {data['case']} / t={float(data['time'][state]):.6g}") if args.output: args.output.parent.mkdir(parents=True, exist_ok=True) figure.savefig(args.output, dpi=200) print(args.output) else: plt.show() if __name__ == "__main__": main()