Sample

Schnappinger/aoi/artofillusion.object.ImplicitObject

Human rating uses the original dataset scale.

Human2.88
Lines709

Scores

MethodScoreScaleDataset rank
(0–100)
Posnett00–1; higher is more readable
4.5Δ 15.6
Scalabrino0.7060–1; higher is more readable
39.7Δ 19.6
Dorn00–1; higher is more readable
7.9Δ 12.2
Mi0.3550–1; higher is more readable
21.8Δ 1.7
LLOC191Logical lines; fewer is more readable
13.7Δ 6.4
DeepSeek V4 Pro110–20; mean of three runs
12.0Δ 8.1
GPT-6.1 Sol130–20; mean of three runs
9.4Δ 10.7
BTTF00–1; higher is more readable
0.5Δ 19.6
Human2.881–4; original rating
20.1

Views

Source code

/* Copyright (C) 2006-2013 by Peter Eastman This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. */ package artofillusion.object; import artofillusion.math.*; import artofillusion.*; import java.awt.Point; import java.io.*; import java.util.*; /** * This abstract class represents an object whose surface is defined as an isosurface of a * 3D field function. Subclasses define the function and isosurface value used to generate * a particular surface. More precisely, the interior of the object is defined to consist of * all points which satisfy the following conditions: * <ol> * <li>The value of the field at that point is greater than the cutoff value.</li> * <li>The point is inside the bounding box returned by getBounds().</li> * </ol> * In general, an implicit surface can be rendered in two different ways: by triangulating the * surface, or by directly evaluating the field function (e.g. raymarching). Some renderers do not * have the ability to visualize implicit surfaces directly, and therefore must use triangulation. * When direct visualization is supported, the object can specify which is the preferred method to use. * It does this by implementing getPreferDirectRendering(). */ public abstract class ImplicitObject extends Object3D { private RenderingMesh cachedMesh; private WireframeMesh cachedWireframe; private double lastTime; /** * Get the value of the field function at a point specified in object coordinates. * * @param x the x coordinate of the location at which to evaluate the function * @param y the y coordinate of the location at which to evaluate the function * @param z the z coordinate of the location at which to evaluate the function * @param size the width of the region over which to average the function for antialiasing * @param time the time at which the function is being evaluated * @return the value of the field function at the specified location */ public abstract double getFieldValue(double x, double y, double z, double size, double time); /** * Get the gradient of the field function at a point specified in object coordinates. * <p> * The default implementation of this method estimates the gradient by evaluating the * field function at several closely spaced points. In many cases, it is possible to calculate * the gradient both more quickly and more accurately by analytical means. Whenever possible, * this method should be overridden to calculate the gradient directly. * * @param x the x coordinate of the location at which to evaluate the function * @param y the y coordinate of the location at which to evaluate the function * @param z the z coordinate of the location at which to evaluate the function * @param size the width of the region over which to average the function for antialiasing * @param time the time at which the function is being evaluated * @param grad on exit, this should be set equal to the gradient of the field function at * the specified location */ public void getFieldGradient(double x, double y, double z, double size, double time, Vec3 grad) { final double delta = 0.5*size; final double invDelta = 1.0/delta; double val = getFieldValue(x, y, z, size, time); grad.x = (getFieldValue(x+delta, y, z, size, time)-val)*invDelta; grad.y = (getFieldValue(x, y+delta, z, size, time)-val)*invDelta; grad.z = (getFieldValue(x, y, z+delta, size, time)-val)*invDelta; } /** * Get the maximum value which can ever occur for the absolute value of the field gradient. * The default implementation returns Double.MAX_VALUE. If you can guarantee that the * gradient will never be larger than some fixed value, overriding this method to return it * may allow faster rendering. */ public double getMaxGradient() { return Double.MAX_VALUE; } /** * Get the cutoff value which defines the surface of the object. Points for which * the field value is greater than the cutoff are inside the object. * <p> * The default implementation returns 1.0. It may be overridden to return a different value. */ public double getCutoff() { return 1.0; } /** * Get the preferred rendering method to use when this object is rendered by a renderer that * supports direct evaluation of the field. * * @return true if direct evaluation is preferred, false if it is preferable to triangulate the * surface by calling getRenderingMesh() */ public abstract boolean getPreferDirectRendering(); /** * The default constructor does nothing. */ public ImplicitObject() { } /** * Subclasses should invoke this method in their own constructors for loading from a file. */ public ImplicitObject(DataInputStream in, Scene theScene) throws IOException, InvalidObjectException { super(in, theScene); } /** * Subclasses should invoke this method in their own writeToFile() methods. */ public void writeToFile(DataOutputStream out, Scene theScene) throws IOException { super.writeToFile(out, theScene); } @Override public int canConvertToTriangleMesh() { return APPROXIMATELY; } @Override public TriangleMesh convertToTriangleMesh(double tol) { ArrayList<Vec3> vertices = new ArrayList<Vec3>(); ArrayList<int[]> faces = new ArrayList<int[]>(); generateMesh(tol, vertices, faces); Vec3 vert[] = vertices.toArray(new Vec3[vertices.size()]); int face[][] = faces.toArray(new int[faces.size()][]); return new TriangleMesh(vert, face); } @Override public RenderingMesh getRenderingMesh(double tol, boolean interactive, ObjectInfo info) { if (interactive && cachedMesh != null) return cachedMesh; if (interactive) { // Limit the tolerance to avoid creating huge interactive meshes. BoundingBox bounds = getBounds(); double volume = (bounds.maxx-bounds.minx)*(bounds.maxy-bounds.miny)*(bounds.maxz-bounds.minz); double cells = volume/(tol*tol*tol); if (cells > 1e6) tol = Math.pow(volume/1e6, 1.0/3.0); } ArrayList<Vec3> vertices = new ArrayList<Vec3>(); ArrayList<int[]> faces = new ArrayList<int[]>(); generateMesh(tol, vertices, faces); RenderingTriangle tri[] = new RenderingTriangle[faces.size()]; Vec3 vert[] = vertices.toArray(new Vec3[vertices.size()]); for (int i = 0; i < tri.length; i++) { int face[] = faces.get(i); tri[i] = texMapping.mapTriangle(face[0], face[1], face[2], face[0], face[1], face[2], vert); } Vec3 norm[] = new Vec3[vert.length]; for (int i = 0; i < vert.length; i++) { norm[i] = new Vec3(); getFieldGradient(vert[i].x, vert[i].y, vert[i].z, tol, lastTime, norm[i]); norm[i].normalize(); norm[i].scale(-1); } RenderingMesh mesh = new RenderingMesh(vert, norm, tri, texMapping, matMapping); if (interactive) cachedMesh = mesh; return mesh; } @Override public WireframeMesh getWireframeMesh() { if (cachedWireframe == null) { RenderingMesh mesh = cachedMesh; if (mesh == null) mesh = getRenderingMesh(ArtOfIllusion.getPreferences().getInteractiveSurfaceError(), false, null); HashSet<Point> edges = new HashSet<Point>(); for (RenderingTriangle tri : mesh.triangle) { edges.add(new Point(Math.min(tri.v1, tri.v2), Math.max(tri.v1, tri.v2))); edges.add(new Point(Math.min(tri.v2, tri.v3), Math.max(tri.v2, tri.v3))); edges.add(new Point(Math.min(tri.v3, tri.v1), Math.max(tri.v3, tri.v1))); } int from[] = new int[edges.size()]; int to[] = new int[edges.size()]; int index = 0; for (Point point : edges) { from[index] = point.x; to[index++] = point.y; } cachedWireframe = new WireframeMesh(mesh.vert, from, to); } return cachedWireframe; } protected void clearCachedMesh() { cachedMesh = null; cachedWireframe = null; } public void sceneChanged(ObjectInfo info, Scene scene) { if (lastTime != scene.getTime()) { lastTime = scene.getTime(); info.clearCachedMeshes(); } } private static final int vertexOffset[][] = new int[][] { {0, 0, 0},{1, 0, 0},{1, 1, 0},{0, 1, 0}, {0, 0, 1},{1, 0, 1},{1, 1, 1},{0, 1, 1} }; private static final double edgeDirection[][] = new double[][] { {1.0, 0.0, 0.0},{0.0, 1.0, 0.0},{-1.0, 0.0, 0.0},{0.0, -1.0, 0.0}, {1.0, 0.0, 0.0},{0.0, 1.0, 0.0},{-1.0, 0.0, 0.0},{0.0, -1.0, 0.0}, {0.0, 0.0, 1.0},{0.0, 0.0, 1.0},{ 0.0, 0.0, 1.0},{0.0, 0.0, 1.0} }; private static final int edgeConnection[][] = new int[][] { {0,1}, {1,2}, {2,3}, {3,0}, {4,5}, {5,6}, {6,7}, {7,4}, {0,4}, {1,5}, {2,6}, {3,7} }; private static final int cubeEdgeFlags[] = new int[] { 0x000, 0x109, 0x203, 0x30a, 0x406, 0x50f, 0x605, 0x70c, 0x80c, 0x905, 0xa0f, 0xb06, 0xc0a, 0xd03, 0xe09, 0xf00, 0x190, 0x099, 0x393, 0x29a, 0x596, 0x49f, 0x795, 0x69c, 0x99c, 0x895, 0xb9f, 0xa96, 0xd9a, 0xc93, 0xf99, 0xe90, 0x230, 0x339, 0x033, 0x13a, 0x636, 0x73f, 0x435, 0x53c, 0xa3c, 0xb35, 0x83f, 0x936, 0xe3a, 0xf33, 0xc39, 0xd30, 0x3a0, 0x2a9, 0x1a3, 0x0aa, 0x7a6, 0x6af, 0x5a5, 0x4ac, 0xbac, 0xaa5, 0x9af, 0x8a6, 0xfaa, 0xea3, 0xda9, 0xca0, 0x460, 0x569, 0x663, 0x76a, 0x066, 0x16f, 0x265, 0x36c, 0xc6c, 0xd65, 0xe6f, 0xf66, 0x86a, 0x963, 0xa69, 0xb60, 0x5f0, 0x4f9, 0x7f3, 0x6fa, 0x1f6, 0x0ff, 0x3f5, 0x2fc, 0xdfc, 0xcf5, 0xfff, 0xef6, 0x9fa, 0x8f3, 0xbf9, 0xaf0, 0x650, 0x759, 0x453, 0x55a, 0x256, 0x35f, 0x055, 0x15c, 0xe5c, 0xf55, 0xc5f, 0xd56, 0xa5a, 0xb53, 0x859, 0x950, 0x7c0, 0x6c9, 0x5c3, 0x4ca, 0x3c6, 0x2cf, 0x1c5, 0x0cc, 0xfcc, 0xec5, 0xdcf, 0xcc6, 0xbca, 0xac3, 0x9c9, 0x8c0, 0x8c0, 0x9c9, 0xac3, 0xbca, 0xcc6, 0xdcf, 0xec5, 0xfcc, 0x0cc, 0x1c5, 0x2cf, 0x3c6, 0x4ca, 0x5c3, 0x6c9, 0x7c0, 0x950, 0x859, 0xb53, 0xa5a, 0xd56, 0xc5f, 0xf55, 0xe5c, 0x15c, 0x055, 0x35f, 0x256, 0x55a, 0x453, 0x759, 0x650, 0xaf0, 0xbf9, 0x8f3, 0x9fa, 0xef6, 0xfff, 0xcf5, 0xdfc, 0x2fc, 0x3f5, 0x0ff, 0x1f6, 0x6fa, 0x7f3, 0x4f9, 0x5f0, 0xb60, 0xa69, 0x963, 0x86a, 0xf66, 0xe6f, 0xd65, 0xc6c, 0x36c, 0x265, 0x16f, 0x066, 0x76a, 0x663, 0x569, 0x460, 0xca0, 0xda9, 0xea3, 0xfaa, 0x8a6, 0x9af, 0xaa5, 0xbac, 0x4ac, 0x5a5, 0x6af, 0x7a6, 0x0aa, 0x1a3, 0x2a9, 0x3a0, 0xd30, 0xc39, 0xf33, 0xe3a, 0x936, 0x83f, 0xb35, 0xa3c, 0x53c, 0x435, 0x73f, 0x636, 0x13a, 0x033, 0x339, 0x230, 0xe90, 0xf99, 0xc93, 0xd9a, 0xa96, 0xb9f, 0x895, 0x99c, 0x69c, 0x795, 0x49f, 0x596, 0x29a, 0x393, 0x099, 0x190, 0xf00, 0xe09, 0xd03, 0xc0a, 0xb06, 0xa0f, 0x905, 0x80c, 0x70c, 0x605, 0x50f, 0x406, 0x30a, 0x203, 0x109, 0x000 }; private static final int triangleConnectionTable[][] = new int[][] { {-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 1, 9, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 8, 3, 9, 8, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, 1, 2, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 2, 10, 0, 2, 9, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {2, 8, 3, 2, 10, 8, 10, 9, 8, -1, -1, -1, -1, -1, -1, -1}, {3, 11, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 11, 2, 8, 11, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 9, 0, 2, 3, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 11, 2, 1, 9, 11, 9, 8, 11, -1, -1, -1, -1, -1, -1, -1}, {3, 10, 1, 11, 10, 3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 10, 1, 0, 8, 10, 8, 11, 10, -1, -1, -1, -1, -1, -1, -1}, {3, 9, 0, 3, 11, 9, 11, 10, 9, -1, -1, -1, -1, -1, -1, -1}, {9, 8, 10, 10, 8, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 7, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 3, 0, 7, 3, 4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 1, 9, 8, 4, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 1, 9, 4, 7, 1, 7, 3, 1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, 8, 4, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 4, 7, 3, 0, 4, 1, 2, 10, -1, -1, -1, -1, -1, -1, -1}, {9, 2, 10, 9, 0, 2, 8, 4, 7, -1, -1, -1, -1, -1, -1, -1}, {2, 10, 9, 2, 9, 7, 2, 7, 3, 7, 9, 4, -1, -1, -1, -1}, {8, 4, 7, 3, 11, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {11, 4, 7, 11, 2, 4, 2, 0, 4, -1, -1, -1, -1, -1, -1, -1}, {9, 0, 1, 8, 4, 7, 2, 3, 11, -1, -1, -1, -1, -1, -1, -1}, {4, 7, 11, 9, 4, 11, 9, 11, 2, 9, 2, 1, -1, -1, -1, -1}, {3, 10, 1, 3, 11, 10, 7, 8, 4, -1, -1, -1, -1, -1, -1, -1}, {1, 11, 10, 1, 4, 11, 1, 0, 4, 7, 11, 4, -1, -1, -1, -1}, {4, 7, 8, 9, 0, 11, 9, 11, 10, 11, 0, 3, -1, -1, -1, -1}, {4, 7, 11, 4, 11, 9, 9, 11, 10, -1, -1, -1, -1, -1, -1, -1}, {9, 5, 4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 5, 4, 0, 8, 3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 5, 4, 1, 5, 0, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {8, 5, 4, 8, 3, 5, 3, 1, 5, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, 9, 5, 4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 0, 8, 1, 2, 10, 4, 9, 5, -1, -1, -1, -1, -1, -1, -1}, {5, 2, 10, 5, 4, 2, 4, 0, 2, -1, -1, -1, -1, -1, -1, -1}, {2, 10, 5, 3, 2, 5, 3, 5, 4, 3, 4, 8, -1, -1, -1, -1}, {9, 5, 4, 2, 3, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 11, 2, 0, 8, 11, 4, 9, 5, -1, -1, -1, -1, -1, -1, -1}, {0, 5, 4, 0, 1, 5, 2, 3, 11, -1, -1, -1, -1, -1, -1, -1}, {2, 1, 5, 2, 5, 8, 2, 8, 11, 4, 8, 5, -1, -1, -1, -1}, {10, 3, 11, 10, 1, 3, 9, 5, 4, -1, -1, -1, -1, -1, -1, -1}, {4, 9, 5, 0, 8, 1, 8, 10, 1, 8, 11, 10, -1, -1, -1, -1}, {5, 4, 0, 5, 0, 11, 5, 11, 10, 11, 0, 3, -1, -1, -1, -1}, {5, 4, 8, 5, 8, 10, 10, 8, 11, -1, -1, -1, -1, -1, -1, -1}, {9, 7, 8, 5, 7, 9, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 3, 0, 9, 5, 3, 5, 7, 3, -1, -1, -1, -1, -1, -1, -1}, {0, 7, 8, 0, 1, 7, 1, 5, 7, -1, -1, -1, -1, -1, -1, -1}, {1, 5, 3, 3, 5, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 7, 8, 9, 5, 7, 10, 1, 2, -1, -1, -1, -1, -1, -1, -1}, {10, 1, 2, 9, 5, 0, 5, 3, 0, 5, 7, 3, -1, -1, -1, -1}, {8, 0, 2, 8, 2, 5, 8, 5, 7, 10, 5, 2, -1, -1, -1, -1}, {2, 10, 5, 2, 5, 3, 3, 5, 7, -1, -1, -1, -1, -1, -1, -1}, {7, 9, 5, 7, 8, 9, 3, 11, 2, -1, -1, -1, -1, -1, -1, -1}, {9, 5, 7, 9, 7, 2, 9, 2, 0, 2, 7, 11, -1, -1, -1, -1}, {2, 3, 11, 0, 1, 8, 1, 7, 8, 1, 5, 7, -1, -1, -1, -1}, {11, 2, 1, 11, 1, 7, 7, 1, 5, -1, -1, -1, -1, -1, -1, -1}, {9, 5, 8, 8, 5, 7, 10, 1, 3, 10, 3, 11, -1, -1, -1, -1}, {5, 7, 0, 5, 0, 9, 7, 11, 0, 1, 0, 10, 11, 10, 0, -1}, {11, 10, 0, 11, 0, 3, 10, 5, 0, 8, 0, 7, 5, 7, 0, -1}, {11, 10, 5, 7, 11, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {10, 6, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, 5, 10, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 0, 1, 5, 10, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 8, 3, 1, 9, 8, 5, 10, 6, -1, -1, -1, -1, -1, -1, -1}, {1, 6, 5, 2, 6, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 6, 5, 1, 2, 6, 3, 0, 8, -1, -1, -1, -1, -1, -1, -1}, {9, 6, 5, 9, 0, 6, 0, 2, 6, -1, -1, -1, -1, -1, -1, -1}, {5, 9, 8, 5, 8, 2, 5, 2, 6, 3, 2, 8, -1, -1, -1, -1}, {2, 3, 11, 10, 6, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {11, 0, 8, 11, 2, 0, 10, 6, 5, -1, -1, -1, -1, -1, -1, -1}, {0, 1, 9, 2, 3, 11, 5, 10, 6, -1, -1, -1, -1, -1, -1, -1}, {5, 10, 6, 1, 9, 2, 9, 11, 2, 9, 8, 11, -1, -1, -1, -1}, {6, 3, 11, 6, 5, 3, 5, 1, 3, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 11, 0, 11, 5, 0, 5, 1, 5, 11, 6, -1, -1, -1, -1}, {3, 11, 6, 0, 3, 6, 0, 6, 5, 0, 5, 9, -1, -1, -1, -1}, {6, 5, 9, 6, 9, 11, 11, 9, 8, -1, -1, -1, -1, -1, -1, -1}, {5, 10, 6, 4, 7, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 3, 0, 4, 7, 3, 6, 5, 10, -1, -1, -1, -1, -1, -1, -1}, {1, 9, 0, 5, 10, 6, 8, 4, 7, -1, -1, -1, -1, -1, -1, -1}, {10, 6, 5, 1, 9, 7, 1, 7, 3, 7, 9, 4, -1, -1, -1, -1}, {6, 1, 2, 6, 5, 1, 4, 7, 8, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 5, 5, 2, 6, 3, 0, 4, 3, 4, 7, -1, -1, -1, -1}, {8, 4, 7, 9, 0, 5, 0, 6, 5, 0, 2, 6, -1, -1, -1, -1}, {7, 3, 9, 7, 9, 4, 3, 2, 9, 5, 9, 6, 2, 6, 9, -1}, {3, 11, 2, 7, 8, 4, 10, 6, 5, -1, -1, -1, -1, -1, -1, -1}, {5, 10, 6, 4, 7, 2, 4, 2, 0, 2, 7, 11, -1, -1, -1, -1}, {0, 1, 9, 4, 7, 8, 2, 3, 11, 5, 10, 6, -1, -1, -1, -1}, {9, 2, 1, 9, 11, 2, 9, 4, 11, 7, 11, 4, 5, 10, 6, -1}, {8, 4, 7, 3, 11, 5, 3, 5, 1, 5, 11, 6, -1, -1, -1, -1}, {5, 1, 11, 5, 11, 6, 1, 0, 11, 7, 11, 4, 0, 4, 11, -1}, {0, 5, 9, 0, 6, 5, 0, 3, 6, 11, 6, 3, 8, 4, 7, -1}, {6, 5, 9, 6, 9, 11, 4, 7, 9, 7, 11, 9, -1, -1, -1, -1}, {10, 4, 9, 6, 4, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 10, 6, 4, 9, 10, 0, 8, 3, -1, -1, -1, -1, -1, -1, -1}, {10, 0, 1, 10, 6, 0, 6, 4, 0, -1, -1, -1, -1, -1, -1, -1}, {8, 3, 1, 8, 1, 6, 8, 6, 4, 6, 1, 10, -1, -1, -1, -1}, {1, 4, 9, 1, 2, 4, 2, 6, 4, -1, -1, -1, -1, -1, -1, -1}, {3, 0, 8, 1, 2, 9, 2, 4, 9, 2, 6, 4, -1, -1, -1, -1}, {0, 2, 4, 4, 2, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {8, 3, 2, 8, 2, 4, 4, 2, 6, -1, -1, -1, -1, -1, -1, -1}, {10, 4, 9, 10, 6, 4, 11, 2, 3, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 2, 2, 8, 11, 4, 9, 10, 4, 10, 6, -1, -1, -1, -1}, {3, 11, 2, 0, 1, 6, 0, 6, 4, 6, 1, 10, -1, -1, -1, -1}, {6, 4, 1, 6, 1, 10, 4, 8, 1, 2, 1, 11, 8, 11, 1, -1}, {9, 6, 4, 9, 3, 6, 9, 1, 3, 11, 6, 3, -1, -1, -1, -1}, {8, 11, 1, 8, 1, 0, 11, 6, 1, 9, 1, 4, 6, 4, 1, -1}, {3, 11, 6, 3, 6, 0, 0, 6, 4, -1, -1, -1, -1, -1, -1, -1}, {6, 4, 8, 11, 6, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {7, 10, 6, 7, 8, 10, 8, 9, 10, -1, -1, -1, -1, -1, -1, -1}, {0, 7, 3, 0, 10, 7, 0, 9, 10, 6, 7, 10, -1, -1, -1, -1}, {10, 6, 7, 1, 10, 7, 1, 7, 8, 1, 8, 0, -1, -1, -1, -1}, {10, 6, 7, 10, 7, 1, 1, 7, 3, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 6, 1, 6, 8, 1, 8, 9, 8, 6, 7, -1, -1, -1, -1}, {2, 6, 9, 2, 9, 1, 6, 7, 9, 0, 9, 3, 7, 3, 9, -1}, {7, 8, 0, 7, 0, 6, 6, 0, 2, -1, -1, -1, -1, -1, -1, -1}, {7, 3, 2, 6, 7, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {2, 3, 11, 10, 6, 8, 10, 8, 9, 8, 6, 7, -1, -1, -1, -1}, {2, 0, 7, 2, 7, 11, 0, 9, 7, 6, 7, 10, 9, 10, 7, -1}, {1, 8, 0, 1, 7, 8, 1, 10, 7, 6, 7, 10, 2, 3, 11, -1}, {11, 2, 1, 11, 1, 7, 10, 6, 1, 6, 7, 1, -1, -1, -1, -1}, {8, 9, 6, 8, 6, 7, 9, 1, 6, 11, 6, 3, 1, 3, 6, -1}, {0, 9, 1, 11, 6, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {7, 8, 0, 7, 0, 6, 3, 11, 0, 11, 6, 0, -1, -1, -1, -1}, {7, 11, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {7, 6, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 0, 8, 11, 7, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 1, 9, 11, 7, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {8, 1, 9, 8, 3, 1, 11, 7, 6, -1, -1, -1, -1, -1, -1, -1}, {10, 1, 2, 6, 11, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, 3, 0, 8, 6, 11, 7, -1, -1, -1, -1, -1, -1, -1}, {2, 9, 0, 2, 10, 9, 6, 11, 7, -1, -1, -1, -1, -1, -1, -1}, {6, 11, 7, 2, 10, 3, 10, 8, 3, 10, 9, 8, -1, -1, -1, -1}, {7, 2, 3, 6, 2, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {7, 0, 8, 7, 6, 0, 6, 2, 0, -1, -1, -1, -1, -1, -1, -1}, {2, 7, 6, 2, 3, 7, 0, 1, 9, -1, -1, -1, -1, -1, -1, -1}, {1, 6, 2, 1, 8, 6, 1, 9, 8, 8, 7, 6, -1, -1, -1, -1}, {10, 7, 6, 10, 1, 7, 1, 3, 7, -1, -1, -1, -1, -1, -1, -1}, {10, 7, 6, 1, 7, 10, 1, 8, 7, 1, 0, 8, -1, -1, -1, -1}, {0, 3, 7, 0, 7, 10, 0, 10, 9, 6, 10, 7, -1, -1, -1, -1}, {7, 6, 10, 7, 10, 8, 8, 10, 9, -1, -1, -1, -1, -1, -1, -1}, {6, 8, 4, 11, 8, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 6, 11, 3, 0, 6, 0, 4, 6, -1, -1, -1, -1, -1, -1, -1}, {8, 6, 11, 8, 4, 6, 9, 0, 1, -1, -1, -1, -1, -1, -1, -1}, {9, 4, 6, 9, 6, 3, 9, 3, 1, 11, 3, 6, -1, -1, -1, -1}, {6, 8, 4, 6, 11, 8, 2, 10, 1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, 3, 0, 11, 0, 6, 11, 0, 4, 6, -1, -1, -1, -1}, {4, 11, 8, 4, 6, 11, 0, 2, 9, 2, 10, 9, -1, -1, -1, -1}, {10, 9, 3, 10, 3, 2, 9, 4, 3, 11, 3, 6, 4, 6, 3, -1}, {8, 2, 3, 8, 4, 2, 4, 6, 2, -1, -1, -1, -1, -1, -1, -1}, {0, 4, 2, 4, 6, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 9, 0, 2, 3, 4, 2, 4, 6, 4, 3, 8, -1, -1, -1, -1}, {1, 9, 4, 1, 4, 2, 2, 4, 6, -1, -1, -1, -1, -1, -1, -1}, {8, 1, 3, 8, 6, 1, 8, 4, 6, 6, 10, 1, -1, -1, -1, -1}, {10, 1, 0, 10, 0, 6, 6, 0, 4, -1, -1, -1, -1, -1, -1, -1}, {4, 6, 3, 4, 3, 8, 6, 10, 3, 0, 3, 9, 10, 9, 3, -1}, {10, 9, 4, 6, 10, 4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 9, 5, 7, 6, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, 4, 9, 5, 11, 7, 6, -1, -1, -1, -1, -1, -1, -1}, {5, 0, 1, 5, 4, 0, 7, 6, 11, -1, -1, -1, -1, -1, -1, -1}, {11, 7, 6, 8, 3, 4, 3, 5, 4, 3, 1, 5, -1, -1, -1, -1}, {9, 5, 4, 10, 1, 2, 7, 6, 11, -1, -1, -1, -1, -1, -1, -1}, {6, 11, 7, 1, 2, 10, 0, 8, 3, 4, 9, 5, -1, -1, -1, -1}, {7, 6, 11, 5, 4, 10, 4, 2, 10, 4, 0, 2, -1, -1, -1, -1}, {3, 4, 8, 3, 5, 4, 3, 2, 5, 10, 5, 2, 11, 7, 6, -1}, {7, 2, 3, 7, 6, 2, 5, 4, 9, -1, -1, -1, -1, -1, -1, -1}, {9, 5, 4, 0, 8, 6, 0, 6, 2, 6, 8, 7, -1, -1, -1, -1}, {3, 6, 2, 3, 7, 6, 1, 5, 0, 5, 4, 0, -1, -1, -1, -1}, {6, 2, 8, 6, 8, 7, 2, 1, 8, 4, 8, 5, 1, 5, 8, -1}, {9, 5, 4, 10, 1, 6, 1, 7, 6, 1, 3, 7, -1, -1, -1, -1}, {1, 6, 10, 1, 7, 6, 1, 0, 7, 8, 7, 0, 9, 5, 4, -1}, {4, 0, 10, 4, 10, 5, 0, 3, 10, 6, 10, 7, 3, 7, 10, -1}, {7, 6, 10, 7, 10, 8, 5, 4, 10, 4, 8, 10, -1, -1, -1, -1}, {6, 9, 5, 6, 11, 9, 11, 8, 9, -1, -1, -1, -1, -1, -1, -1}, {3, 6, 11, 0, 6, 3, 0, 5, 6, 0, 9, 5, -1, -1, -1, -1}, {0, 11, 8, 0, 5, 11, 0, 1, 5, 5, 6, 11, -1, -1, -1, -1}, {6, 11, 3, 6, 3, 5, 5, 3, 1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 10, 9, 5, 11, 9, 11, 8, 11, 5, 6, -1, -1, -1, -1}, {0, 11, 3, 0, 6, 11, 0, 9, 6, 5, 6, 9, 1, 2, 10, -1}, {11, 8, 5, 11, 5, 6, 8, 0, 5, 10, 5, 2, 0, 2, 5, -1}, {6, 11, 3, 6, 3, 5, 2, 10, 3, 10, 5, 3, -1, -1, -1, -1}, {5, 8, 9, 5, 2, 8, 5, 6, 2, 3, 8, 2, -1, -1, -1, -1}, {9, 5, 6, 9, 6, 0, 0, 6, 2, -1, -1, -1, -1, -1, -1, -1}, {1, 5, 8, 1, 8, 0, 5, 6, 8, 3, 8, 2, 6, 2, 8, -1}, {1, 5, 6, 2, 1, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 3, 6, 1, 6, 10, 3, 8, 6, 5, 6, 9, 8, 9, 6, -1}, {10, 1, 0, 10, 0, 6, 9, 5, 0, 5, 6, 0, -1, -1, -1, -1}, {0, 3, 8, 5, 6, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {10, 5, 6, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {11, 5, 10, 7, 5, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {11, 5, 10, 11, 7, 5, 8, 3, 0, -1, -1, -1, -1, -1, -1, -1}, {5, 11, 7, 5, 10, 11, 1, 9, 0, -1, -1, -1, -1, -1, -1, -1}, {10, 7, 5, 10, 11, 7, 9, 8, 1, 8, 3, 1, -1, -1, -1, -1}, {11, 1, 2, 11, 7, 1, 7, 5, 1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, 1, 2, 7, 1, 7, 5, 7, 2, 11, -1, -1, -1, -1}, {9, 7, 5, 9, 2, 7, 9, 0, 2, 2, 11, 7, -1, -1, -1, -1}, {7, 5, 2, 7, 2, 11, 5, 9, 2, 3, 2, 8, 9, 8, 2, -1}, {2, 5, 10, 2, 3, 5, 3, 7, 5, -1, -1, -1, -1, -1, -1, -1}, {8, 2, 0, 8, 5, 2, 8, 7, 5, 10, 2, 5, -1, -1, -1, -1}, {9, 0, 1, 5, 10, 3, 5, 3, 7, 3, 10, 2, -1, -1, -1, -1}, {9, 8, 2, 9, 2, 1, 8, 7, 2, 10, 2, 5, 7, 5, 2, -1}, {1, 3, 5, 3, 7, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 7, 0, 7, 1, 1, 7, 5, -1, -1, -1, -1, -1, -1, -1}, {9, 0, 3, 9, 3, 5, 5, 3, 7, -1, -1, -1, -1, -1, -1, -1}, {9, 8, 7, 5, 9, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {5, 8, 4, 5, 10, 8, 10, 11, 8, -1, -1, -1, -1, -1, -1, -1}, {5, 0, 4, 5, 11, 0, 5, 10, 11, 11, 3, 0, -1, -1, -1, -1}, {0, 1, 9, 8, 4, 10, 8, 10, 11, 10, 4, 5, -1, -1, -1, -1}, {10, 11, 4, 10, 4, 5, 11, 3, 4, 9, 4, 1, 3, 1, 4, -1}, {2, 5, 1, 2, 8, 5, 2, 11, 8, 4, 5, 8, -1, -1, -1, -1}, {0, 4, 11, 0, 11, 3, 4, 5, 11, 2, 11, 1, 5, 1, 11, -1}, {0, 2, 5, 0, 5, 9, 2, 11, 5, 4, 5, 8, 11, 8, 5, -1}, {9, 4, 5, 2, 11, 3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {2, 5, 10, 3, 5, 2, 3, 4, 5, 3, 8, 4, -1, -1, -1, -1}, {5, 10, 2, 5, 2, 4, 4, 2, 0, -1, -1, -1, -1, -1, -1, -1}, {3, 10, 2, 3, 5, 10, 3, 8, 5, 4, 5, 8, 0, 1, 9, -1}, {5, 10, 2, 5, 2, 4, 1, 9, 2, 9, 4, 2, -1, -1, -1, -1}, {8, 4, 5, 8, 5, 3, 3, 5, 1, -1, -1, -1, -1, -1, -1, -1}, {0, 4, 5, 1, 0, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {8, 4, 5, 8, 5, 3, 9, 0, 5, 0, 3, 5, -1, -1, -1, -1}, {9, 4, 5, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 11, 7, 4, 9, 11, 9, 10, 11, -1, -1, -1, -1, -1, -1, -1}, {0, 8, 3, 4, 9, 7, 9, 11, 7, 9, 10, 11, -1, -1, -1, -1}, {1, 10, 11, 1, 11, 4, 1, 4, 0, 7, 4, 11, -1, -1, -1, -1}, {3, 1, 4, 3, 4, 8, 1, 10, 4, 7, 4, 11, 10, 11, 4, -1}, {4, 11, 7, 9, 11, 4, 9, 2, 11, 9, 1, 2, -1, -1, -1, -1}, {9, 7, 4, 9, 11, 7, 9, 1, 11, 2, 11, 1, 0, 8, 3, -1}, {11, 7, 4, 11, 4, 2, 2, 4, 0, -1, -1, -1, -1, -1, -1, -1}, {11, 7, 4, 11, 4, 2, 8, 3, 4, 3, 2, 4, -1, -1, -1, -1}, {2, 9, 10, 2, 7, 9, 2, 3, 7, 7, 4, 9, -1, -1, -1, -1}, {9, 10, 7, 9, 7, 4, 10, 2, 7, 8, 7, 0, 2, 0, 7, -1}, {3, 7, 10, 3, 10, 2, 7, 4, 10, 1, 10, 0, 4, 0, 10, -1}, {1, 10, 2, 8, 7, 4, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 9, 1, 4, 1, 7, 7, 1, 3, -1, -1, -1, -1, -1, -1, -1}, {4, 9, 1, 4, 1, 7, 0, 8, 1, 8, 7, 1, -1, -1, -1, -1}, {4, 0, 3, 7, 4, 3, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {4, 8, 7, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {9, 10, 8, 10, 11, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 0, 9, 3, 9, 11, 11, 9, 10, -1, -1, -1, -1, -1, -1, -1}, {0, 1, 10, 0, 10, 8, 8, 10, 11, -1, -1, -1, -1, -1, -1, -1}, {3, 1, 10, 11, 3, 10, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 2, 11, 1, 11, 9, 9, 11, 8, -1, -1, -1, -1, -1, -1, -1}, {3, 0, 9, 3, 9, 11, 1, 2, 9, 2, 11, 9, -1, -1, -1, -1}, {0, 2, 11, 8, 0, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {3, 2, 11, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {2, 3, 8, 2, 8, 10, 10, 8, 9, -1, -1, -1, -1, -1, -1, -1}, {9, 10, 2, 0, 9, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {2, 3, 8, 2, 8, 10, 0, 1, 8, 1, 10, 8, -1, -1, -1, -1}, {1, 10, 2, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {1, 3, 8, 9, 1, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 9, 1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {0, 3, 8, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1}, {-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1} }; /** * Construct a mesh from the implicit function. * * @param tol the surface error tolerance * @param vertices the coordinates of mesh vertices will be added to this List * @param faces an int[3] will be added to this List containing the vertex indices for each mesh face */ public void generateMesh(double tol, List<Vec3> vertices, List<int[]> faces) { BoundingBox bounds = getBounds(); int xsize = (int) Math.ceil((bounds.maxx-bounds.minx)/tol)+1; int ysize = (int) Math.ceil((bounds.maxy-bounds.miny)/tol)+1; int zsize = (int) Math.ceil((bounds.maxz-bounds.minz)/tol)+1; double xscale = (bounds.maxx-bounds.minx)/xsize; double yscale = (bounds.maxy-bounds.miny)/ysize; double zscale = (bounds.maxz-bounds.minz)/zsize; double cornerValues[] = new double[8]; int edgeVertIndex[] = new int[12]; HashMap<Integer, Integer> xEdgeVertMap = new HashMap<Integer, Integer>(); HashMap<Integer, Integer> yEdgeVertMap = new HashMap<Integer, Integer>(); HashMap<Integer, Integer> zEdgeVertMap = new HashMap<Integer, Integer>(); double cutoff = getCutoff(); // Look up the values for the x==minx plane. double values[][] = new double[2][ysize*zsize]; for (int j = 0; j < ysize; j++) for (int k = 0; k < zsize; k++) values[0][j*zsize+k] = getFieldValue(bounds.minx, bounds.miny+j*yscale, bounds.minz+k*zscale, tol, lastTime)-cutoff; for (int i = 0; i < xsize; i++) { // Look up the values for the next plane. for (int j = 0; j < ysize-1; j++) for (int k = 0; k < zsize-1; k++) values[1][j*zsize+k] = getFieldValue(bounds.minx+i*xscale, bounds.miny+j*yscale, bounds.minz+k*zscale, tol, lastTime)-cutoff; for (int j = 0; j < ysize-1; j++) { for (int k = 0; k < zsize-1; k++) { // Record the values at the four corners of this cell, and record which ones are outside. int flagIndex = 0; for (int corner = 0; corner < 8; corner++) { cornerValues[corner] = values[vertexOffset[corner][0]][(j+vertexOffset[corner][1])*zsize+k+vertexOffset[corner][2]]; if (cornerValues[corner] <= 0) flagIndex += 1<<corner; } int edgeFlag = cubeEdgeFlags[flagIndex]; if (edgeFlag == 0) continue; double baseX = xscale*i+bounds.minx; double baseY = yscale*j+bounds.miny; double baseZ = zscale*k+bounds.minz; // Compute a vertex for each edge of the cell that intersects the surface. for (int edge = 0; edge < 12; edge++) { if ((edgeFlag&(1<<edge)) != 0) { int corner1 = edgeConnection[edge][0]; int vert1 = ysize*zsize*(i+vertexOffset[corner1][0])+zsize*(j+vertexOffset[corner1][1])+(k+vertexOffset[corner1][2]); int corner2 = edgeConnection[edge][1]; int vert2 = ysize*zsize*(i+vertexOffset[corner2][0])+zsize*(j+vertexOffset[corner2][1])+(k+vertexOffset[corner2][2]); Integer firstVert = (vert1 < vert2 ? vert1 : vert2); // See if we already created a vertex for this edge. if (edgeDirection[edge][0] != 0.0) { Integer vertIndex = xEdgeVertMap.get(firstVert); if (vertIndex == null) xEdgeVertMap.put(firstVert, vertices.size()); else { edgeVertIndex[edge] = vertIndex; continue; } } if (edgeDirection[edge][1] != 0.0) { Integer vertIndex = yEdgeVertMap.get(firstVert); if (vertIndex == null) yEdgeVertMap.put(firstVert, vertices.size()); else { edgeVertIndex[edge] = vertIndex; continue; } } if (edgeDirection[edge][2] != 0.0) { Integer vertIndex = zEdgeVertMap.get(firstVert); if (vertIndex == null) zEdgeVertMap.put(firstVert, vertices.size()); else { edgeVertIndex[edge] = vertIndex; continue; } } // Create a new vertex. edgeVertIndex[edge] = vertices.size(); double offset = findOffset(cornerValues[edgeConnection[edge][0]], cornerValues[edgeConnection[edge][1]]); vertices.add(new Vec3( baseX+(vertexOffset[edgeConnection[edge][0]][0]+offset*edgeDirection[edge][0])*xscale, baseY+(vertexOffset[edgeConnection[edge][0]][1]+offset*edgeDirection[edge][1])*yscale, baseZ+(vertexOffset[edgeConnection[edge][0]][2]+offset*edgeDirection[edge][2])*zscale )); } } // Create new faces. for (int face = 0; face < 5; face++) { if (triangleConnectionTable[flagIndex][3*face] < 0) break; faces.add(new int[] { edgeVertIndex[triangleConnectionTable[flagIndex][3*face]], edgeVertIndex[triangleConnectionTable[flagIndex][3*face+1]], edgeVertIndex[triangleConnectionTable[flagIndex][3*face+2]], }); } } } // Clean up the edge vertex maps, deleting records for vertices that we don't need any more. int firstNeeded = ysize*zsize*(i+1); Iterator<Map.Entry<Integer, Integer>> xiter = xEdgeVertMap.entrySet().iterator(); while (xiter.hasNext()) if (xiter.next().getKey() < firstNeeded) xiter.remove(); Iterator<Map.Entry<Integer, Integer>> yiter = yEdgeVertMap.entrySet().iterator(); while (yiter.hasNext()) if (yiter.next().getKey() < firstNeeded) yiter.remove(); Iterator<Map.Entry<Integer, Integer>> ziter = zEdgeVertMap.entrySet().iterator(); while (ziter.hasNext()) if (ziter.next().getKey() < firstNeeded) ziter.remove(); // Swap the value arrays so the values for x==i+1 will be in values[0]. double temp[] = values[0]; values[0] = values[1]; values[1] = temp; } } private static double findOffset(double value1, double value2) { double delta = value2-value1; if (delta == 0.0) return 0.5; double offset = -value1/delta; // Don't let the offset go all the way to either end, to avoid creating degenerate triangles. if (offset < 0.01) return 0.01; if (offset > 0.99) return 0.99; return offset; } }

Loading feature diagnosis…

Source regions

Feature contributions

Feature contributions

FeatureValueContribution
(log-odds)
Halstead volumeHow much symbolic information the code contains. It combines the total number of operators and values with the number of distinct ones.118330.735−3904.914
Source linesThe number of non-empty source lines.709+283.6
Byte entropyHow varied the bytes in the source text are. Repeated bytes give a lower value; a more even mixture gives a higher value.4.43−6.645

Intercept 8.87 + feature contributions = -3619.089 (log-odds).
Score = sigmoid(-3619.089) = 0.

Score0.706

Feature contributions

FeatureValueContribution
(log-odds)
Comment layout frequencyHow frequently the layout switches between lines containing only comments or whitespace and lines containing code.710−24.103
Indentation frequencyHow rapidly indentation changes from line to line.624+20.846
Number layout frequencyHow rapidly the number of numeric values per line changes through the code.624−13.898
Identifier layout (vertical)How rapidly the visual pattern of identifier characters changes from top to bottom.708.985+9.5
Identifier layout (horizontal)How rapidly the visual pattern of identifier characters changes from left to right. It measures spatial frequency, not the meaning of the names.134.951−2.051
Operator visual areaThe share of the code’s visual area occupied by operators such as +, =, and *.0.24−1.388
Comment layout (horizontal)How rapidly the visual pattern of comment characters changes from left to right.134.973+1.373

Intercept 0.07 + feature contributions = -9.649 (log-odds).
Score = sigmoid(-9.649) = 0.

Score0.355
Score191
Run 1

The code structure is partially logical with clear method separation and JavaDoc comments, but the massive look-up tables (cubeEdgeFlags, triangleConnectionTable) and hardcoded multi-dimensional arrays significantly hurt readability. Nesting levels in generateMesh and getRenderingMesh exceed 3-4 levels, making control flow hard to track. Intent is explained in comments for major methods, but the low-level vortex/marching cubes logic lacks explanations. The code is unnecessarily long, with repetitive vertex/edge handling blocks and duplicated logic for x/y/z directions. Action granularity is mixed: some sections have one action per line, while others cram multiple operations in single statements. Reading flow is disrupted by giant raw tables requiring scrolling; the natural method organization cannot compensate for the table noise.

Run 2

The code shows good organization with clear class/method separation, Javadoc documentation, and a logical flow in the mesh generation algorithm. However, readability is hindered by long methods (especially generateMesh with ~150 lines), deeply nested loops (5 levels), large lookup tables that obscure intent, multiple actions per line in some places, and inconsistent brace style for single-statement conditionals. The marching cubes table data is inherently complex but lacks explanatory comments linking it to the algorithm. getWireframeMesh and getRenderingMesh also have multi-step operations without separation into helper methods. Variable naming is generally clear, and the mathematical calculations are understandable, but the overall density makes the code difficult to scan quickly.

Run 3

The code is generally well-structured and readable for a complex mathematical algorithm. It uses clear method names, comprehensive Javadoc comments, and logical organization with abstract methods for subclass extension. The initial methods (getFieldValue, getFieldGradient, getCutoff) demonstrate good clarity with focused responsibilities. However, readability is significantly impacted by the massive lookup tables (cubeEdgeFlags and triangleConnectionTable) spanning hundreds of lines of dense hex values, which are difficult to verify or understand. The generateMesh method is quite long with deeply nested loops and complex indexing, though it uses helpful inline comments. Variable naming is generally good but some operations pack multiple calculations per line. The code follows a natural reading flow overall but the sheer volume of hard-coded data and algorithmic complexity in the mesh generation portion pulls the score down from being highly readable.

Run 1

Code Structure: Public APIs, rendering, caching, and mesh generation are logically separated, but generateMesh combines too many responsibilities. Nesting: Most methods are shallow; mesh generation has deeply nested loops and conditionals that demand substantial tracking. Clarity of intent: Extensive Javadoc, descriptive method names, and phase comments explain the purpose well. Dense indexing, bit operations, unexplained constants, and a misleading 'four corners' comment obscure details. Code length: Large lookup tables are justified algorithmic data, but their placement interrupts navigation; repeated edge-map handling and cleanup could be extracted. Action granularity: Statements generally perform one action per line, with occasional combined operations such as to[index++]. Reading flow: Consistent formatting and sequential processing help, but long arithmetic expressions, omitted braces, and the lengthy central algorithm make local reasoning difficult.

Run 2

Code Structure: The class separates field evaluation, rendering, caching, and mesh generation logically, but generateMesh combines too many responsibilities. Nesting: Most methods are shallow, while mesh generation has deeply nested loops and conditionals that require substantial tracking. Clarity of intent: Descriptive method names, extensive Javadoc, and phase comments explain the purpose well; dense indexing, bit operations, unexplained constants, and a comment describing four corners while processing eight weaken clarity. Code length: Large lookup tables are legitimate algorithm data, but their placement interrupts navigation; repeated axis-map handling and cleanup add avoidable length. Action granularity: Statements generally perform one action per line, with occasional combined mutation such as to[index++]. Reading flow: Consistent indentation and sequential algorithm phases help, but long arithmetic expressions, brace-free nested loops, and the oversized mesh-generation method make detailed reading difficult.

Run 3

Code Structure: Public operations are logically separated, but generateMesh combines sampling, vertex reuse, interpolation, face creation, and cleanup in one large method. Nesting: Most methods are shallow; mesh generation has deeply nested loops and conditionals that require substantial tracking. Clarity of intent: Extensive Javadoc, descriptive method names, and phase comments explain the purpose well, though dense indexing expressions, abbreviated variables, and a misleading four-corners comment obscure details. Code length: Lookup tables account for much of the necessary length, but repeated axis-specific map handling and cleanup could be extracted or consolidated. Action granularity: Most lines perform one action, with occasional combined assignment and increment, plus complex expressions containing several conceptual steps. Reading flow: Consistent indentation and sequential phase comments help, but the large tables between methods, long arithmetic expressions, and lengthy mesh-generation routine interrupt navigation and comprehension.