{ "cells": [ { "cell_type": "markdown", "id": "50960426", "metadata": {}, "source": [ "# Using External SDF Libraries\n", "\n", "While `isoext` includes basic SDF primitives for convenience, you can use any SDF library to generate your scalar fields. One excellent option is [`sdf`](https://github.com/fogleman/sdf) by Michael Fogleman—a powerful Python library for constructing complex SDF.\n", "\n", "It can be installed by \n", "```bash\n", "pip install git+https://github.com/fogleman/sdf\n", "```\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "49b9c47f-f5ed-4939-bf19-1fb7cce490e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Running cmake --build & --install in /home/gcnick/Documents/code/isoext/build/cp312-abi3-linux_x86_64\n" ] } ], "source": [ "import sdf\n", "import isoext\n", "import torch\n", "from _viz import show_mesh" ] }, { "cell_type": "markdown", "id": "120a4da2", "metadata": {}, "source": [ "## Example\n", "\n", "This example recreates the [weave](https://github.com/fogleman/sdf/blob/main/examples/weave.py) demo from the `sdf` library.\n" ] }, { "cell_type": "code", "execution_count": 2, "id": "8b2b316c-f7a4-4974-9b2b-0902386c2b77", "metadata": {}, "outputs": [], "source": [ "# The following example is taken from https://github.com/fogleman/sdf/blob/main/examples/weave.py\n", "\n", "f = sdf.rounded_box([3.2, 1, 0.25], 0.1).translate((1.5, 0, 0.0625))\n", "f = f.bend_linear(sdf.X * 0.75, sdf.X * 2.25, sdf.Z * -0.1875, sdf.ease.in_out_quad)\n", "f = f.circular_array(3, 0)\n", "\n", "f = f.repeat((2.7, 5.4, 0), padding=1)\n", "f |= f.translate((2.7 / 2, 2.7, 0))\n", "\n", "f &= sdf.cylinder(10)\n", "f |= (sdf.cylinder(12) - sdf.cylinder(10)) & sdf.slab(z0=-0.5, z1=0.5).k(0.25)" ] }, { "cell_type": "markdown", "id": "97aee6b9", "metadata": {}, "source": [ "Sample the SDF on a grid. Since the sdf library operates on NumPy arrays, we convert between PyTorch and NumPy:\n" ] }, { "cell_type": "code", "execution_count": 3, "id": "35bdcdc0-4537-4f5b-bc06-41041b46eee7", "metadata": {}, "outputs": [], "source": [ "shape = [256, 256, 256]\n", "aabb_min = [-13, -13, -13]\n", "aabb_max = [13, 13, 13]\n", "grid = isoext.UniformGrid(shape, aabb_min, aabb_max)\n", "points = grid.get_points().cpu().numpy()\n", "points = points.reshape(-1, 3)\n", "values = f(points).reshape(shape)\n", "values = torch.from_numpy(values).cuda()\n", "grid.set_values(values)" ] }, { "cell_type": "markdown", "id": "04aafd6d", "metadata": {}, "source": [ "Extract the mesh with marching cubes:\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "f69c0611-cc63-4163-b3d2-b2a887940918", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Vertices: torch.Size([110818, 3])\n", "Faces: torch.Size([222000, 3])\n" ] }, { "data": { "image/jpeg": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vertices, faces = isoext.marching_cubes(grid)\n", "\n", "print(f\"Vertices: {vertices.shape}\") # (N, 3) float32\n", "print(f\"Faces: {faces.shape}\") # (M, 3) uint32\n", "\n", "show_mesh(vertices, faces)\n" ] }, { "cell_type": "code", "execution_count": null, "id": "04fc3e82-e703-4992-b92e-730d66c977f8", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.12" } }, "nbformat": 4, "nbformat_minor": 5 }