649 lines
19 KiB
C++
649 lines
19 KiB
C++
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#include "delaunator.hpp"
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#include <iostream>
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#include <algorithm>
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#include <assert.h>
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#include <cmath>
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#include <numeric>
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#include <limits>
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#include <stdexcept>
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#include <tuple>
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#include <vector>
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namespace delaunator {
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//@see https://stackoverflow.com/questions/33333363/built-in-mod-vs-custom-mod-function-improve-the-performance-of-modulus-op/33333636#33333636
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inline size_t fast_mod(const size_t i, const size_t c) {
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return i >= c ? i % c : i;
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}
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// Kahan and Babuska summation, Neumaier variant; accumulates less FP error
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inline double sum(const std::vector<double>& x) {
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double sum = x[0];
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double err = 0.0;
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for (size_t i = 1; i < x.size(); i++) {
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const double k = x[i];
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const double m = sum + k;
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err += std::fabs(sum) >= std::fabs(k) ? sum - m + k : k - m + sum;
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sum = m;
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}
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return sum + err;
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}
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inline double dist(
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const double ax,
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const double ay,
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const double bx,
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const double by) {
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const double dx = ax - bx;
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const double dy = ay - by;
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return dx * dx + dy * dy;
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}
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inline double circumradius(const Point& p1, const Point& p2, const Point& p3)
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{
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Point d = Point::vector(p1, p2);
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Point e = Point::vector(p1, p3);
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const double bl = d.magnitude2();
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const double cl = e.magnitude2();
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const double det = Point::determinant(d, e);
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Point radius((e.y() * bl - d.y() * cl) * 0.5 / det,
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(d.x() * cl - e.x() * bl) * 0.5 / det);
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if ((bl > 0.0 || bl < 0.0) &&
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(cl > 0.0 || cl < 0.0) &&
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(det > 0.0 || det < 0.0))
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return radius.magnitude2();
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return (std::numeric_limits<double>::max)();
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}
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inline double circumradius(
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const double ax,
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const double ay,
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const double bx,
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const double by,
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const double cx,
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const double cy) {
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const double dx = bx - ax;
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const double dy = by - ay;
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const double ex = cx - ax;
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const double ey = cy - ay;
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const double bl = dx * dx + dy * dy;
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const double cl = ex * ex + ey * ey;
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const double d = dx * ey - dy * ex;
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const double x = (ey * bl - dy * cl) * 0.5 / d;
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const double y = (dx * cl - ex * bl) * 0.5 / d;
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if ((bl > 0.0 || bl < 0.0) && (cl > 0.0 || cl < 0.0) && (d > 0.0 || d < 0.0)) {
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return x * x + y * y;
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} else {
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return (std::numeric_limits<double>::max)();
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}
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}
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inline bool clockwise(const Point& p0, const Point& p1, const Point& p2)
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{
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Point v0 = Point::vector(p0, p1);
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Point v1 = Point::vector(p0, p2);
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double det = Point::determinant(v0, v1);
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double dist = v0.magnitude2() + v1.magnitude2();
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double dist2 = Point::dist2(v0, v1);
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if (det == 0)
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{
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return false;
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}
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double reldet = std::abs(dist / det);
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if (reldet > 1e14)
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return false;
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return det < 0;
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}
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inline bool clockwise(double px, double py, double qx, double qy,
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double rx, double ry)
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{
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Point p0(px, py);
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Point p1(qx, qy);
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Point p2(rx, ry);
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return clockwise(p0, p1, p2);
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}
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inline bool counterclockwise(const Point& p0, const Point& p1, const Point& p2)
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{
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Point v0 = Point::vector(p0, p1);
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Point v1 = Point::vector(p0, p2);
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double det = Point::determinant(v0, v1);
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double dist = v0.magnitude2() + v1.magnitude2();
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double dist2 = Point::dist2(v0, v1);
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if (det == 0)
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return false;
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double reldet = std::abs(dist / det);
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if (reldet > 1e14)
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return false;
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return det > 0;
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}
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inline bool counterclockwise(double px, double py, double qx, double qy,
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double rx, double ry)
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{
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Point p0(px, py);
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Point p1(qx, qy);
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Point p2(rx, ry);
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return counterclockwise(p0, p1, p2);
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}
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inline Point circumcenter(
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const double ax,
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const double ay,
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const double bx,
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const double by,
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const double cx,
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const double cy) {
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const double dx = bx - ax;
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const double dy = by - ay;
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const double ex = cx - ax;
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const double ey = cy - ay;
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const double bl = dx * dx + dy * dy;
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const double cl = ex * ex + ey * ey;
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//ABELL - This is suspect for div-by-0.
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const double d = dx * ey - dy * ex;
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const double x = ax + (ey * bl - dy * cl) * 0.5 / d;
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const double y = ay + (dx * cl - ex * bl) * 0.5 / d;
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return Point(x, y);
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}
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inline bool in_circle(
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const double ax,
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const double ay,
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const double bx,
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const double by,
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const double cx,
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const double cy,
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const double px,
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const double py) {
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const double dx = ax - px;
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const double dy = ay - py;
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const double ex = bx - px;
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const double ey = by - py;
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const double fx = cx - px;
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const double fy = cy - py;
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const double ap = dx * dx + dy * dy;
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const double bp = ex * ex + ey * ey;
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const double cp = fx * fx + fy * fy;
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return (dx * (ey * cp - bp * fy) -
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dy * (ex * cp - bp * fx) +
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ap * (ex * fy - ey * fx)) < 0.0;
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}
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constexpr double EPSILON = std::numeric_limits<double>::epsilon();
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inline bool check_pts_equal(double x1, double y1, double x2, double y2) {
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return std::fabs(x1 - x2) <= EPSILON &&
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std::fabs(y1 - y2) <= EPSILON;
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}
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// monotonically increases with real angle, but doesn't need expensive trigonometry
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inline double pseudo_angle(const double dx, const double dy) {
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const double p = dx / (std::abs(dx) + std::abs(dy));
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return (dy > 0.0 ? 3.0 - p : 1.0 + p) / 4.0; // [0..1)
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}
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Delaunator::Delaunator(std::vector<double> const& in_coords)
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: coords(in_coords), m_points(in_coords)
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{
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std::size_t n = coords.size() >> 1;
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std::vector<std::size_t> ids(n);
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std::iota(ids.begin(), ids.end(), 0);
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double max_x = std::numeric_limits<double>::lowest();
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double max_y = std::numeric_limits<double>::lowest();
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double min_x = (std::numeric_limits<double>::max)();
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double min_y = (std::numeric_limits<double>::max)();
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for (const Point& p : m_points)
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{
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min_x = std::min(p.x(), min_x);
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min_y = std::min(p.y(), min_y);
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max_x = std::max(p.x(), max_x);
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max_y = std::max(p.y(), max_y);
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}
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double width = max_x - min_x;
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double height = max_y - min_y;
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double span = width * width + height * height; // Everything is square dist.
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Point center((min_x + max_x) / 2, (min_y + max_y) / 2);
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std::size_t i0 = INVALID_INDEX;
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std::size_t i1 = INVALID_INDEX;
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std::size_t i2 = INVALID_INDEX;
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// pick a seed point close to the centroid
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double min_dist = (std::numeric_limits<double>::max)();
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for (size_t i = 0; i < m_points.size(); ++i)
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{
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const Point& p = m_points[i];
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const double d = Point::dist2(center, p);
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if (d < min_dist) {
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i0 = i;
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min_dist = d;
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}
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}
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const Point& p0 = m_points[i0];
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min_dist = (std::numeric_limits<double>::max)();
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// find the point closest to the seed
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for (std::size_t i = 0; i < n; i++) {
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if (i == i0) continue;
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const double d = Point::dist2(p0, m_points[i]);
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if (d < min_dist && d > 0.0) {
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i1 = i;
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min_dist = d;
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}
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}
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const Point& p1 = m_points[i1];
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double min_radius = (std::numeric_limits<double>::max)();
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// find the third point which forms the smallest circumcircle
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// with the first two
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for (std::size_t i = 0; i < n; i++) {
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if (i == i0 || i == i1) continue;
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const double r = circumradius(p0, p1, m_points[i]);
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if (r < min_radius) {
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i2 = i;
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min_radius = r;
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}
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}
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if (!(min_radius < (std::numeric_limits<double>::max)())) {
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throw std::runtime_error("not triangulation");
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}
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const Point& p2 = m_points[i2];
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if (counterclockwise(p0, p1, p2))
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std::swap(i1, i2);
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double i0x = p0.x();
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double i0y = p0.y();
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double i1x = m_points[i1].x();
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double i1y = m_points[i1].y();
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double i2x = m_points[i2].x();
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double i2y = m_points[i2].y();
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m_center = circumcenter(i0x, i0y, i1x, i1y, i2x, i2y);
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// Calculate the distances from the center once to avoid having to
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// calculate for each compare. This used to be done in the comparator,
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// but GCC 7.5+ would copy the comparator to iterators used in the
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// sort, and this was excruciatingly slow when there were many points
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// because you had to copy the vector of distances.
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std::vector<double> dists;
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dists.reserve(m_points.size());
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for (const Point& p : m_points)
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dists.push_back(dist(p.x(), p.y(), m_center.x(), m_center.y()));
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// sort the points by distance from the seed triangle circumcenter
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std::sort(ids.begin(), ids.end(),
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[&dists](std::size_t i, std::size_t j)
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{ return dists[i] < dists[j]; });
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// initialize a hash table for storing edges of the advancing convex hull
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m_hash_size = static_cast<std::size_t>(std::ceil(std::sqrt(n)));
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m_hash.resize(m_hash_size);
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std::fill(m_hash.begin(), m_hash.end(), INVALID_INDEX);
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// initialize arrays for tracking the edges of the advancing convex hull
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hull_prev.resize(n);
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hull_next.resize(n);
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hull_tri.resize(n);
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hull_start = i0;
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size_t hull_size = 3;
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hull_next[i0] = hull_prev[i2] = i1;
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hull_next[i1] = hull_prev[i0] = i2;
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hull_next[i2] = hull_prev[i1] = i0;
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hull_tri[i0] = 0;
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hull_tri[i1] = 1;
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hull_tri[i2] = 2;
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m_hash[hash_key(i0x, i0y)] = i0;
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m_hash[hash_key(i1x, i1y)] = i1;
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m_hash[hash_key(i2x, i2y)] = i2;
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// ABELL - Why are we doing this is n < 3? There is no triangulation if
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// there is no triangle.
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std::size_t max_triangles = n < 3 ? 1 : 2 * n - 5;
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triangles.reserve(max_triangles * 3);
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halfedges.reserve(max_triangles * 3);
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add_triangle(i0, i1, i2, INVALID_INDEX, INVALID_INDEX, INVALID_INDEX);
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double xp = std::numeric_limits<double>::quiet_NaN();
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double yp = std::numeric_limits<double>::quiet_NaN();
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// Go through points based on distance from the center.
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for (std::size_t k = 0; k < n; k++) {
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const std::size_t i = ids[k];
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const double x = coords[2 * i];
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const double y = coords[2 * i + 1];
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// skip near-duplicate points
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if (k > 0 && check_pts_equal(x, y, xp, yp))
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continue;
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xp = x;
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yp = y;
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//ABELL - This is dumb. We have the indices. Use them.
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// skip seed triangle points
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if (check_pts_equal(x, y, i0x, i0y) ||
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check_pts_equal(x, y, i1x, i1y) ||
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check_pts_equal(x, y, i2x, i2y)) continue;
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// find a visible edge on the convex hull using edge hash
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std::size_t start = 0;
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size_t key = hash_key(x, y);
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for (size_t j = 0; j < m_hash_size; j++) {
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start = m_hash[fast_mod(key + j, m_hash_size)];
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// ABELL - Not sure how hull_next[start] could ever equal start
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// I *think* hull_next is just a representation of the hull in one
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// direction.
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if (start != INVALID_INDEX && start != hull_next[start])
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break;
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}
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//ABELL
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// Make sure what we found is on the hull.
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assert(hull_prev[start] != start);
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assert(hull_prev[start] != INVALID_INDEX);
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start = hull_prev[start];
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size_t e = start;
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size_t q;
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// Advance until we find a place in the hull where our current point
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// can be added.
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while (true)
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{
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q = hull_next[e];
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if (Point::equal(m_points[i], m_points[e], span) ||
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Point::equal(m_points[i], m_points[q], span))
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{
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e = INVALID_INDEX;
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break;
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}
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if (counterclockwise(x, y, coords[2 * e], coords[2 * e + 1],
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coords[2 * q], coords[2 * q + 1]))
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break;
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e = q;
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if (e == start) {
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e = INVALID_INDEX;
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break;
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}
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}
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// ABELL
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// This seems wrong. Perhaps we should check what's going on?
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if (e == INVALID_INDEX) // likely a near-duplicate point; skip it
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continue;
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// add the first triangle from the point
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std::size_t t = add_triangle(
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e,
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i,
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hull_next[e],
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INVALID_INDEX,
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INVALID_INDEX,
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hull_tri[e]);
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||
|
hull_tri[i] = legalize(t + 2); // Legalize the triangle we just added.
|
||
|
hull_tri[e] = t;
|
||
|
hull_size++;
|
||
|
|
||
|
// walk forward through the hull, adding more triangles and
|
||
|
// flipping recursively
|
||
|
std::size_t next = hull_next[e];
|
||
|
while (true)
|
||
|
{
|
||
|
q = hull_next[next];
|
||
|
if (!counterclockwise(x, y, coords[2 * next], coords[2 * next + 1],
|
||
|
coords[2 * q], coords[2 * q + 1]))
|
||
|
break;
|
||
|
t = add_triangle(next, i, q,
|
||
|
hull_tri[i], INVALID_INDEX, hull_tri[next]);
|
||
|
hull_tri[i] = legalize(t + 2);
|
||
|
hull_next[next] = next; // mark as removed
|
||
|
hull_size--;
|
||
|
next = q;
|
||
|
}
|
||
|
|
||
|
// walk backward from the other side, adding more triangles and flipping
|
||
|
if (e == start) {
|
||
|
while (true)
|
||
|
{
|
||
|
q = hull_prev[e];
|
||
|
if (!counterclockwise(x, y, coords[2 * q], coords[2 * q + 1],
|
||
|
coords[2 * e], coords[2 * e + 1]))
|
||
|
break;
|
||
|
t = add_triangle(q, i, e,
|
||
|
INVALID_INDEX, hull_tri[e], hull_tri[q]);
|
||
|
legalize(t + 2);
|
||
|
hull_tri[q] = t;
|
||
|
hull_next[e] = e; // mark as removed
|
||
|
hull_size--;
|
||
|
e = q;
|
||
|
}
|
||
|
}
|
||
|
|
||
|
// update the hull indices
|
||
|
hull_prev[i] = e;
|
||
|
hull_start = e;
|
||
|
hull_prev[next] = i;
|
||
|
hull_next[e] = i;
|
||
|
hull_next[i] = next;
|
||
|
|
||
|
m_hash[hash_key(x, y)] = i;
|
||
|
m_hash[hash_key(coords[2 * e], coords[2 * e + 1])] = e;
|
||
|
}
|
||
|
}
|
||
|
|
||
|
double Delaunator::get_hull_area()
|
||
|
{
|
||
|
std::vector<double> hull_area;
|
||
|
size_t e = hull_start;
|
||
|
size_t cnt = 1;
|
||
|
do {
|
||
|
hull_area.push_back((coords[2 * e] - coords[2 * hull_prev[e]]) *
|
||
|
(coords[2 * e + 1] + coords[2 * hull_prev[e] + 1]));
|
||
|
cnt++;
|
||
|
e = hull_next[e];
|
||
|
} while (e != hull_start);
|
||
|
return sum(hull_area);
|
||
|
}
|
||
|
|
||
|
double Delaunator::get_triangle_area()
|
||
|
{
|
||
|
std::vector<double> vals;
|
||
|
for (size_t i = 0; i < triangles.size(); i += 3)
|
||
|
{
|
||
|
const double ax = coords[2 * triangles[i]];
|
||
|
const double ay = coords[2 * triangles[i] + 1];
|
||
|
const double bx = coords[2 * triangles[i + 1]];
|
||
|
const double by = coords[2 * triangles[i + 1] + 1];
|
||
|
const double cx = coords[2 * triangles[i + 2]];
|
||
|
const double cy = coords[2 * triangles[i + 2] + 1];
|
||
|
double val = std::fabs((by - ay) * (cx - bx) - (bx - ax) * (cy - by));
|
||
|
vals.push_back(val);
|
||
|
}
|
||
|
return sum(vals);
|
||
|
}
|
||
|
|
||
|
std::size_t Delaunator::legalize(std::size_t a) {
|
||
|
std::size_t i = 0;
|
||
|
std::size_t ar = 0;
|
||
|
m_edge_stack.clear();
|
||
|
|
||
|
// recursion eliminated with a fixed-size stack
|
||
|
while (true) {
|
||
|
const size_t b = halfedges[a];
|
||
|
|
||
|
/* if the pair of triangles doesn't satisfy the Delaunay condition
|
||
|
* (p1 is inside the circumcircle of [p0, pl, pr]), flip them,
|
||
|
* then do the same check/flip recursively for the new pair of triangles
|
||
|
*
|
||
|
* pl pl
|
||
|
* /||\ / \
|
||
|
* al/ || \bl al/ \a
|
||
|
* / || \ / \
|
||
|
* / a||b \ flip /___ar___\
|
||
|
* p0\ || /p1 => p0\---bl---/p1
|
||
|
* \ || / \ /
|
||
|
* ar\ || /br b\ /br
|
||
|
* \||/ \ /
|
||
|
* pr pr
|
||
|
*/
|
||
|
const size_t a0 = 3 * (a / 3);
|
||
|
ar = a0 + (a + 2) % 3;
|
||
|
|
||
|
if (b == INVALID_INDEX) {
|
||
|
if (i > 0) {
|
||
|
i--;
|
||
|
a = m_edge_stack[i];
|
||
|
continue;
|
||
|
} else {
|
||
|
//i = INVALID_INDEX;
|
||
|
break;
|
||
|
}
|
||
|
}
|
||
|
|
||
|
const size_t b0 = 3 * (b / 3);
|
||
|
const size_t al = a0 + (a + 1) % 3;
|
||
|
const size_t bl = b0 + (b + 2) % 3;
|
||
|
|
||
|
const std::size_t p0 = triangles[ar];
|
||
|
const std::size_t pr = triangles[a];
|
||
|
const std::size_t pl = triangles[al];
|
||
|
const std::size_t p1 = triangles[bl];
|
||
|
|
||
|
const bool illegal = in_circle(
|
||
|
coords[2 * p0],
|
||
|
coords[2 * p0 + 1],
|
||
|
coords[2 * pr],
|
||
|
coords[2 * pr + 1],
|
||
|
coords[2 * pl],
|
||
|
coords[2 * pl + 1],
|
||
|
coords[2 * p1],
|
||
|
coords[2 * p1 + 1]);
|
||
|
|
||
|
if (illegal) {
|
||
|
triangles[a] = p1;
|
||
|
triangles[b] = p0;
|
||
|
|
||
|
auto hbl = halfedges[bl];
|
||
|
|
||
|
// Edge swapped on the other side of the hull (rare).
|
||
|
// Fix the halfedge reference
|
||
|
if (hbl == INVALID_INDEX) {
|
||
|
std::size_t e = hull_start;
|
||
|
do {
|
||
|
if (hull_tri[e] == bl) {
|
||
|
hull_tri[e] = a;
|
||
|
break;
|
||
|
}
|
||
|
e = hull_prev[e];
|
||
|
} while (e != hull_start);
|
||
|
}
|
||
|
link(a, hbl);
|
||
|
link(b, halfedges[ar]);
|
||
|
link(ar, bl);
|
||
|
std::size_t br = b0 + (b + 1) % 3;
|
||
|
|
||
|
if (i < m_edge_stack.size()) {
|
||
|
m_edge_stack[i] = br;
|
||
|
} else {
|
||
|
m_edge_stack.push_back(br);
|
||
|
}
|
||
|
i++;
|
||
|
|
||
|
} else {
|
||
|
if (i > 0) {
|
||
|
i--;
|
||
|
a = m_edge_stack[i];
|
||
|
continue;
|
||
|
} else {
|
||
|
break;
|
||
|
}
|
||
|
}
|
||
|
}
|
||
|
return ar;
|
||
|
}
|
||
|
|
||
|
std::size_t Delaunator::hash_key(const double x, const double y) const {
|
||
|
const double dx = x - m_center.x();
|
||
|
const double dy = y - m_center.y();
|
||
|
return fast_mod(
|
||
|
static_cast<std::size_t>(std::llround(std::floor(pseudo_angle(dx, dy) * static_cast<double>(m_hash_size)))),
|
||
|
m_hash_size);
|
||
|
}
|
||
|
|
||
|
std::size_t Delaunator::add_triangle(
|
||
|
std::size_t i0,
|
||
|
std::size_t i1,
|
||
|
std::size_t i2,
|
||
|
std::size_t a,
|
||
|
std::size_t b,
|
||
|
std::size_t c) {
|
||
|
std::size_t t = triangles.size();
|
||
|
triangles.push_back(i0);
|
||
|
triangles.push_back(i1);
|
||
|
triangles.push_back(i2);
|
||
|
link(t, a);
|
||
|
link(t + 1, b);
|
||
|
link(t + 2, c);
|
||
|
return t;
|
||
|
}
|
||
|
|
||
|
void Delaunator::link(const std::size_t a, const std::size_t b) {
|
||
|
std::size_t s = halfedges.size();
|
||
|
if (a == s) {
|
||
|
halfedges.push_back(b);
|
||
|
} else if (a < s) {
|
||
|
halfedges[a] = b;
|
||
|
} else {
|
||
|
throw std::runtime_error("Cannot link edge");
|
||
|
}
|
||
|
if (b != INVALID_INDEX) {
|
||
|
std::size_t s2 = halfedges.size();
|
||
|
if (b == s2) {
|
||
|
halfedges.push_back(a);
|
||
|
} else if (b < s2) {
|
||
|
halfedges[b] = a;
|
||
|
} else {
|
||
|
throw std::runtime_error("Cannot link edge");
|
||
|
}
|
||
|
}
|
||
|
}
|
||
|
|
||
|
} //namespace delaunator
|