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220 lines
7.0 KiB
C++
220 lines
7.0 KiB
C++
#pragma once
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#include <algorithm>
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#include <cmath>
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#include <cstdint>
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#include <tuple>
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#include <vector>
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#include <cassert>
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namespace kdbush {
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template <std::uint8_t I, typename T>
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struct nth {
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inline static typename std::tuple_element<I, T>::type get(const T &t) {
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return std::get<I>(t);
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}
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};
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template <typename TPoint, typename TContainer, typename TIndex = std::size_t>
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class KDBush {
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public:
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using TNumber = decltype(nth<0, TPoint>::get(std::declval<TPoint>()));
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static_assert(
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std::is_same<TNumber, decltype(nth<1, TPoint>::get(std::declval<TPoint>()))>::value,
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"point component types must be identical");
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static const std::uint8_t defaultNodeSize = 64;
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KDBush(const std::uint8_t nodeSize_ = defaultNodeSize) : nodeSize(nodeSize_) {
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}
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KDBush(const std::vector<TPoint> &points_, const std::uint8_t nodeSize_ = defaultNodeSize)
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: KDBush(std::begin(points_), std::end(points_), nodeSize_) {
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}
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template <typename TPointIter>
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KDBush(const TPointIter &points_begin,
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const TPointIter &points_end,
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const std::uint8_t nodeSize_ = defaultNodeSize)
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: nodeSize(nodeSize_) {
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fill(points_begin, points_end);
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}
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void fill(const std::vector<TPoint> &points_) {
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fill(std::begin(points_), std::end(points_));
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}
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template <typename TPointIter>
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void fill(const TPointIter &points_begin, const TPointIter &points_end) {
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assert(points.empty());
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const TIndex size = static_cast<TIndex>(std::distance(points_begin, points_end));
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if (size == 0) return;
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points.reserve(size);
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//ids.reserve(size);
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TIndex i = 0;
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for (auto p = points_begin; p != points_end; p++) {
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points.emplace_back(nth<0, TPoint>::get(*p), nth<1, TPoint>::get(*p));
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//ids.push_back(i++);
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}
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sortKD(0, size - 1, 0);
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}
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template <typename TVisitor>
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void range(const TNumber minX,
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const TNumber minY,
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const TNumber maxX,
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const TNumber maxY,
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const TVisitor &visitor) {
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range(minX, minY, maxX, maxY, visitor, 0, static_cast<TIndex>(points.size() - 1), 0);
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}
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template <typename TVisitor>
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void within(const TNumber qx, const TNumber qy, const TNumber r, const TVisitor &visitor) {
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within(qx, qy, r, visitor, 0, static_cast<TIndex>(points.size() - 1), 0);
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}
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protected:
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//std::vector<TIndex> ids;
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std::vector<TContainer> points;
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std::uint8_t nodeSize;
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template <typename TVisitor>
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void range(const TNumber minX,
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const TNumber minY,
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const TNumber maxX,
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const TNumber maxY,
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const TVisitor &visitor,
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const TIndex left,
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const TIndex right,
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const std::uint8_t axis) {
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if ( points.empty() )
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return;
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if (right - left <= nodeSize) {
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for (auto i = left; i <= right; i++) {
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const TNumber x = std::get<0>(points[i].coords);
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const TNumber y = std::get<1>(points[i].coords);
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if (x >= minX && x <= maxX && y >= minY && y <= maxY) visitor(points[i]);
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}
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return;
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}
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const TIndex m = (left + right) >> 1;
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const TNumber x = std::get<0>(points[m].coords);
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const TNumber y = std::get<1>(points[m].coords);
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if (x >= minX && x <= maxX && y >= minY && y <= maxY) visitor(points[m]);
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if (axis == 0 ? minX <= x : minY <= y)
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range(minX, minY, maxX, maxY, visitor, left, m - 1, (axis + 1) % 2);
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if (axis == 0 ? maxX >= x : maxY >= y)
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range(minX, minY, maxX, maxY, visitor, m + 1, right, (axis + 1) % 2);
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}
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template <typename TVisitor>
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void within(const TNumber qx,
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const TNumber qy,
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const TNumber r,
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const TVisitor &visitor,
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const TIndex left,
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const TIndex right,
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const std::uint8_t axis) {
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if ( points.empty() )
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return;
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const TNumber r2 = r * r;
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if (right - left <= nodeSize) {
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for (auto i = left; i <= right; i++) {
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const TNumber x = std::get<0>(points[i].coords);
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const TNumber y = std::get<1>(points[i].coords);
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if (sqDist(x, y, qx, qy) <= r2) visitor(points[i]);
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}
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return;
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}
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const TIndex m = (left + right) >> 1;
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const TNumber x = std::get<0>(points[m].coords);
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const TNumber y = std::get<1>(points[m].coords);
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if (sqDist(x, y, qx, qy) <= r2) visitor(points[m]);
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if (axis == 0 ? qx - r <= x : qy - r <= y)
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within(qx, qy, r, visitor, left, m - 1, (axis + 1) % 2);
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if (axis == 0 ? qx + r >= x : qy + r >= y)
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within(qx, qy, r, visitor, m + 1, right, (axis + 1) % 2);
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}
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void sortKD(const TIndex left, const TIndex right, const std::uint8_t axis) {
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if (right - left <= nodeSize) return;
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const TIndex m = (left + right) >> 1;
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if (axis == 0) {
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select<0>(m, left, right);
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} else {
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select<1>(m, left, right);
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}
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sortKD(left, m - 1, (axis + 1) % 2);
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sortKD(m + 1, right, (axis + 1) % 2);
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}
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template <std::uint8_t I>
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void select(const TIndex k, TIndex left, TIndex right) {
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while (right > left) {
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if (right - left > 600) {
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const double n = right - left + 1;
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const double m = k - left + 1;
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const double z = std::log(n);
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const double s = 0.5 * std::exp(2 * z / 3);
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const double r =
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k - m * s / n + 0.5 * std::sqrt(z * s * (1 - s / n)) * (2 * m < n ? -1 : 1);
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select<I>(k, std::max(left, TIndex(r)), std::min(right, TIndex(r + s)));
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}
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const TNumber t = std::get<I>(points[k].coords);
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TIndex i = left;
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TIndex j = right;
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swapItem(left, k);
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if (std::get<I>(points[right].coords) > t) swapItem(left, right);
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while (i < j) {
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swapItem(i++, j--);
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while (std::get<I>(points[i].coords) < t) i++;
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while (std::get<I>(points[j].coords) > t) j--;
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}
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if (std::get<I>(points[left].coords) == t)
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swapItem(left, j);
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else {
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swapItem(++j, right);
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}
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if (j <= k) left = j + 1;
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if (k <= j) right = j - 1;
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}
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}
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void swapItem(const TIndex i, const TIndex j) {
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// std::iter_swap(ids.begin() + static_cast<std::int32_t>(i), ids.begin() + static_cast<std::int32_t>(j));
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std::iter_swap(points.begin() + static_cast<std::int32_t>(i), points.begin() + static_cast<std::int32_t>(j));
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}
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TNumber sqDist(const TNumber ax, const TNumber ay, const TNumber bx, const TNumber by) {
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auto dx = ax - bx;
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auto dy = ay - by;
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return dx * dx + dy * dy;
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}
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};
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} // namespace kdbush
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