#pragma once
#include
#include
#include
#include
#include
#include
#include
#include
#include
/// Warning in boost::geometry during template strategy substitution.
#pragma GCC diagnostic push
#if !defined(__clang__)
#pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
#endif
#pragma GCC diagnostic ignored "-Wunused-parameter"
#include
#pragma GCC diagnostic pop
#include
#include
#include
#include
#include
#include
#include
#include
#include
namespace DB
{
namespace ErrorCodes
{
extern const int LOGICAL_ERROR;
extern const int BAD_ARGUMENTS;
}
template
UInt64 getPolygonAllocatedBytes(const Polygon & polygon)
{
UInt64 size = 0;
using RingType = typename Polygon::ring_type;
using ValueType = typename RingType::value_type;
auto sizeOfRing = [](const RingType & ring) { return sizeof(ring) + ring.capacity() * sizeof(ValueType); };
size += sizeOfRing(polygon.outer());
const auto & inners = polygon.inners();
size += sizeof(inners) + inners.capacity() * sizeof(RingType);
for (auto & inner : inners)
size += sizeOfRing(inner);
return size;
}
template
UInt64 getMultiPolygonAllocatedBytes(const MultiPolygon & multi_polygon)
{
using ValueType = typename MultiPolygon::value_type;
UInt64 size = multi_polygon.capacity() * sizeof(ValueType);
for (const auto & polygon : multi_polygon)
size += getPolygonAllocatedBytes(polygon);
return size;
}
/// This algorithm can be used as a baseline for comparison.
template
class PointInPolygonTrivial
{
public:
using Point = boost::geometry::model::d2::point_xy;
/// Counter-Clockwise ordering.
using Polygon = boost::geometry::model::polygon;
using MultiPolygon = boost::geometry::model::multi_polygon;
using Box = boost::geometry::model::box;
using Segment = boost::geometry::model::segment;
explicit PointInPolygonTrivial(const Polygon & polygon_)
: polygon(polygon_) {}
/// True if bound box is empty.
bool hasEmptyBound() const { return false; }
UInt64 getAllocatedBytes() const { return 0; }
bool contains(CoordinateType x, CoordinateType y) const
{
return boost::geometry::covered_by(Point(x, y), polygon);
}
private:
Polygon polygon;
};
/// Simple algorithm with bounding box.
template
class PointInPolygon
{
public:
using Point = boost::geometry::model::d2::point_xy;
/// Counter-Clockwise ordering.
using Polygon = boost::geometry::model::polygon;
using Box = boost::geometry::model::box;
explicit PointInPolygon(const Polygon & polygon_) : polygon(polygon_)
{
boost::geometry::envelope(polygon, box);
const Point & min_corner = box.min_corner();
const Point & max_corner = box.max_corner();
if (min_corner.x() == max_corner.x() || min_corner.y() == max_corner.y())
has_empty_bound = true;
}
bool hasEmptyBound() const { return has_empty_bound; }
inline bool ALWAYS_INLINE contains(CoordinateType x, CoordinateType y) const
{
Point point(x, y);
if (!boost::geometry::within(point, box))
return false;
return boost::geometry::covered_by(point, polygon, strategy);
}
UInt64 getAllocatedBytes() const { return sizeof(*this); }
private:
const Polygon & polygon;
Box box;
bool has_empty_bound = false;
Strategy strategy;
};
/// Optimized algorithm with bounding box and grid.
template
class PointInPolygonWithGrid
{
public:
using Point = boost::geometry::model::d2::point_xy;
/// Counter-Clockwise ordering.
using Polygon = boost::geometry::model::polygon;
using MultiPolygon = boost::geometry::model::multi_polygon;
using Box = boost::geometry::model::box;
using Segment = boost::geometry::model::segment;
explicit PointInPolygonWithGrid(const Polygon & polygon_, UInt16 grid_size_ = 8)
: grid_size(std::max(1, grid_size_)), polygon(polygon_)
{
buildGrid();
}
/// True if bound box is empty.
bool hasEmptyBound() const { return has_empty_bound; }
UInt64 getAllocatedBytes() const;
inline bool ALWAYS_INLINE contains(CoordinateType x, CoordinateType y) const;
private:
enum class CellType
{
inner, /// The cell is completely inside polygon.
outer, /// The cell is completely outside of polygon.
singleLine, /// The cell is split to inner/outer part by a single line.
pairOfLinesSingleConvexPolygon, /// The cell is split to inner/outer part by a polyline of two sections and inner part is convex.
pairOfLinesSingleNonConvexPolygons, /// The cell is split to inner/outer part by a polyline of two sections and inner part is non convex.
pairOfLinesDifferentPolygons, /// The cell is spliited by two lines to three different parts.
complexPolygon /// Generic case.
};
struct HalfPlane
{
/// Line, a * x + b * y + c = 0. Vector (a, b) points inside half-plane.
CoordinateType a;
CoordinateType b;
CoordinateType c;
HalfPlane() = default;
/// Take left half-plane.
HalfPlane(const Point & from, const Point & to)
{
a = -(to.y() - from.y());
b = to.x() - from.x();
c = -from.x() * a - from.y() * b;
}
/// Inner part of the HalfPlane is the left side of initialized vector.
bool ALWAYS_INLINE contains(CoordinateType x, CoordinateType y) const { return a * x + b * y + c >= 0; }
};
struct Cell
{
static const int max_stored_half_planes = 2;
HalfPlane half_planes[max_stored_half_planes];
size_t index_of_inner_polygon;
CellType type;
};
const UInt16 grid_size;
Polygon polygon;
std::vector cells;
std::vector polygons;
CoordinateType cell_width;
CoordinateType cell_height;
CoordinateType x_shift;
CoordinateType y_shift;
CoordinateType x_scale;
CoordinateType y_scale;
bool has_empty_bound = false;
void buildGrid();
/// Calculate bounding box and shift/scale of cells.
void calcGridAttributes(Box & box);
template
T ALWAYS_INLINE getCellIndex(T row, T col) const { return row * grid_size + col; }
/// Complex case. Will check intersection directly.
inline void addComplexPolygonCell(size_t index, const Box & box);
/// Empty intersection or intersection == box.
inline void addCell(size_t index, const Box & empty_box);
/// Intersection is a single polygon.
inline void addCell(size_t index, const Box & box, const Polygon & intersection);
/// Intersection is a pair of polygons.
inline void addCell(size_t index, const Box & box, const Polygon & first, const Polygon & second);
/// Returns a list of half-planes were formed from intersection edges without box edges.
inline std::vector findHalfPlanes(const Box & box, const Polygon & intersection);
/// Check that polygon.outer() is convex.
inline bool isConvex(const Polygon & polygon);
};
template
UInt64 PointInPolygonWithGrid::getAllocatedBytes() const
{
UInt64 size = sizeof(*this);
size += cells.capacity() * sizeof(Cell);
size += polygons.capacity() * sizeof(MultiPolygon);
size += getPolygonAllocatedBytes(polygon);
for (const auto & elem : polygons)
size += getMultiPolygonAllocatedBytes(elem);
return size;
}
template
void PointInPolygonWithGrid::calcGridAttributes(
PointInPolygonWithGrid::Box & box)
{
boost::geometry::envelope(polygon, box);
const Point & min_corner = box.min_corner();
const Point & max_corner = box.max_corner();
#pragma GCC diagnostic push
#if !defined(__clang__)
#pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
#endif
cell_width = (max_corner.x() - min_corner.x()) / grid_size;
cell_height = (max_corner.y() - min_corner.y()) / grid_size;
#pragma GCC diagnostic pop
if (cell_width == 0 || cell_height == 0)
{
has_empty_bound = true;
return;
}
x_scale = 1 / cell_width;
y_scale = 1 / cell_height;
x_shift = -min_corner.x();
y_shift = -min_corner.y();
if (!(isFinite(x_scale)
&& isFinite(y_scale)
&& isFinite(x_shift)
&& isFinite(y_shift)
&& isFinite(grid_size)))
throw Exception("Polygon is not valid: bounding box is unbounded", ErrorCodes::BAD_ARGUMENTS);
}
template
void PointInPolygonWithGrid::buildGrid()
{
Box box;
calcGridAttributes(box);
if (has_empty_bound)
return;
cells.assign(size_t(grid_size) * grid_size, {});
const Point & min_corner = box.min_corner();
for (size_t row = 0; row < grid_size; ++row)
{
#pragma GCC diagnostic push
#if !defined(__clang__)
#pragma GCC diagnostic ignored "-Wmaybe-uninitialized"
#endif
CoordinateType y_min = min_corner.y() + row * cell_height;
CoordinateType y_max = min_corner.y() + (row + 1) * cell_height;
for (size_t col = 0; col < grid_size; ++col)
{
CoordinateType x_min = min_corner.x() + col * cell_width;
CoordinateType x_max = min_corner.x() + (col + 1) * cell_width;
#pragma GCC diagnostic pop
Box cell_box(Point(x_min, y_min), Point(x_max, y_max));
MultiPolygon intersection;
boost::geometry::intersection(polygon, cell_box, intersection);
size_t cell_index = getCellIndex(row, col);
if (intersection.empty())
addCell(cell_index, cell_box);
else if (intersection.size() == 1)
addCell(cell_index, cell_box, intersection.front());
else if (intersection.size() == 2)
addCell(cell_index, cell_box, intersection.front(), intersection.back());
else
addComplexPolygonCell(cell_index, cell_box);
}
}
}
template
bool PointInPolygonWithGrid::contains(CoordinateType x, CoordinateType y) const
{
if (has_empty_bound)
return false;
if (!isFinite(x) || !isFinite(y))
return false;
CoordinateType float_row = (y + y_shift) * y_scale;
CoordinateType float_col = (x + x_shift) * x_scale;
if (float_row < 0 || float_row > grid_size)
return false;
if (float_col < 0 || float_col > grid_size)
return false;
int row = std::min(float_row, grid_size - 1);
int col = std::min(float_col, grid_size - 1);
int index = getCellIndex(row, col);
const auto & cell = cells[index];
switch (cell.type)
{
case CellType::inner:
return true;
case CellType::outer:
return false;
case CellType::singleLine:
return cell.half_planes[0].contains(x, y);
case CellType::pairOfLinesSingleConvexPolygon:
return cell.half_planes[0].contains(x, y) && cell.half_planes[1].contains(x, y);
case CellType::pairOfLinesDifferentPolygons: [[fallthrough]];
case CellType::pairOfLinesSingleNonConvexPolygons:
return cell.half_planes[0].contains(x, y) || cell.half_planes[1].contains(x, y);
case CellType::complexPolygon:
return boost::geometry::within(Point(x, y), polygons[cell.index_of_inner_polygon]);
}
__builtin_unreachable();
}
template
bool PointInPolygonWithGrid::isConvex(const PointInPolygonWithGrid::Polygon & poly)
{
const auto & outer = poly.outer();
/// Segment or point.
if (outer.size() < 4)
return false;
auto vec_product = [](const Point & from, const Point & to) { return from.x() * to.y() - from.y() * to.x(); };
auto get_vector = [](const Point & from, const Point & to) -> Point
{
return Point(to.x() - from.x(), to.y() - from.y());
};
Point first = get_vector(outer[0], outer[1]);
Point prev = first;
for (auto i : collections::range(1, outer.size() - 1))
{
Point cur = get_vector(outer[i], outer[i + 1]);
if (vec_product(prev, cur) < 0)
return false;
prev = cur;
}
return vec_product(prev, first) >= 0;
}
template
std::vector::HalfPlane>
PointInPolygonWithGrid::findHalfPlanes(
const PointInPolygonWithGrid::Box & box,
const PointInPolygonWithGrid::Polygon & intersection)
{
std::vector half_planes;
const auto & outer = intersection.outer();
for (auto i : collections::range(0, outer.size() - 1))
{
/// Want to detect is intersection edge was formed from box edge or from polygon edge.
/// If section (x1, y1), (x2, y2) is on box edge, then either x1 = x2 = one of box_x or y1 = y2 = one of box_y
auto x1 = outer[i].x();
auto y1 = outer[i].y();
auto x2 = outer[i + 1].x();
auto y2 = outer[i + 1].y();
auto box_x1 = box.min_corner().x();
auto box_y1 = box.min_corner().y();
auto box_x2 = box.max_corner().x();
auto box_y2 = box.max_corner().y();
if (! ((x1 == x2 && (x1 == box_x1 || x2 == box_x2))
|| (y1 == y2 && (y1 == box_y1 || y2 == box_y2))))
{
half_planes.emplace_back(Point(x1, y1), Point(x2, y2));
}
}
return half_planes;
}
template
void PointInPolygonWithGrid::addComplexPolygonCell(
size_t index, const PointInPolygonWithGrid::Box & box)
{
cells[index].type = CellType::complexPolygon;
cells[index].index_of_inner_polygon = polygons.size();
/// Expand box in (1 + eps_factor) times to eliminate errors for points on box bound.
static constexpr CoordinateType eps_factor = 0.01;
auto x_eps = eps_factor * (box.max_corner().x() - box.min_corner().x());
auto y_eps = eps_factor * (box.max_corner().y() - box.min_corner().y());
Point min_corner(box.min_corner().x() - x_eps, box.min_corner().y() - y_eps);
Point max_corner(box.max_corner().x() + x_eps, box.max_corner().y() + y_eps);
Box box_with_eps_bound(min_corner, max_corner);
MultiPolygon intersection;
boost::geometry::intersection(polygon, box_with_eps_bound, intersection);
polygons.push_back(intersection);
}
template
void PointInPolygonWithGrid::addCell(
size_t index, const PointInPolygonWithGrid::Box & empty_box)
{
const auto & min_corner = empty_box.min_corner();
const auto & max_corner = empty_box.max_corner();
Point center((min_corner.x() + max_corner.x()) / 2, (min_corner.y() + max_corner.y()) / 2);
if (boost::geometry::within(center, polygon))
cells[index].type = CellType::inner;
else
cells[index].type = CellType::outer;
}
template
void PointInPolygonWithGrid::addCell(
size_t index,
const PointInPolygonWithGrid::Box & box,
const PointInPolygonWithGrid::Polygon & intersection)
{
if (!intersection.inners().empty())
addComplexPolygonCell(index, box);
auto half_planes = findHalfPlanes(box, intersection);
if (half_planes.empty())
{
addCell(index, box);
}
else if (half_planes.size() == 1)
{
cells[index].type = CellType::singleLine;
cells[index].half_planes[0] = half_planes[0];
}
else if (half_planes.size() == 2)
{
cells[index].type = isConvex(intersection) ? CellType::pairOfLinesSingleConvexPolygon
: CellType::pairOfLinesSingleNonConvexPolygons;
cells[index].half_planes[0] = half_planes[0];
cells[index].half_planes[1] = half_planes[1];
}
else
addComplexPolygonCell(index, box);
}
template
void PointInPolygonWithGrid::addCell(
size_t index,
const PointInPolygonWithGrid::Box & box,
const PointInPolygonWithGrid::Polygon & first,
const PointInPolygonWithGrid::Polygon & second)
{
if (!first.inners().empty() || !second.inners().empty())
addComplexPolygonCell(index, box);
auto first_half_planes = findHalfPlanes(box, first);
auto second_half_planes = findHalfPlanes(box, second);
if (first_half_planes.empty())
addCell(index, box, first);
else if (second_half_planes.empty())
addCell(index, box, second);
else if (first_half_planes.size() == 1 && second_half_planes.size() == 1)
{
cells[index].type = CellType::pairOfLinesDifferentPolygons;
cells[index].half_planes[0] = first_half_planes[0];
cells[index].half_planes[1] = second_half_planes[0];
}
else
addComplexPolygonCell(index, box);
}
/// Algorithms.
template
ColumnPtr pointInPolygon(const ColumnVector & x, const ColumnVector & y, PointInPolygonImpl && impl)
{
auto size = x.size();
if (impl.hasEmptyBound())
return ColumnVector::create(size, 0);
auto result = ColumnVector::create(size);
auto & data = result->getData();
const auto & x_data = x.getData();
const auto & y_data = y.getData();
for (auto i : collections::range(0, size))
data[i] = static_cast(impl.contains(x_data[i], y_data[i]));
return result;
}
template
struct CallPointInPolygon;
template
struct CallPointInPolygon
{
template
static ColumnPtr call(const ColumnVector & x, const IColumn & y, PointInPolygonImpl && impl)
{
if (auto column = typeid_cast *>(&y))
return pointInPolygon(x, *column, impl);
return CallPointInPolygon::template call(x, y, impl);
}
template
static ColumnPtr call(const IColumn & x, const IColumn & y, PointInPolygonImpl && impl)
{
using Impl = typename ApplyTypeListForClass::Type;
if (auto column = typeid_cast *>(&x))
return Impl::template call(*column, y, impl);
return CallPointInPolygon::call(x, y, impl);
}
};
template <>
struct CallPointInPolygon<>
{
template
static ColumnPtr call(const ColumnVector &, const IColumn & y, PointInPolygonImpl &&)
{
throw Exception(std::string("Unknown numeric column type: ") + demangle(typeid(y).name()), ErrorCodes::LOGICAL_ERROR);
}
template
static ColumnPtr call(const IColumn & x, const IColumn &, PointInPolygonImpl &&)
{
throw Exception(std::string("Unknown numeric column type: ") + demangle(typeid(x).name()), ErrorCodes::LOGICAL_ERROR);
}
};
template
NO_INLINE ColumnPtr pointInPolygon(const IColumn & x, const IColumn & y, PointInPolygonImpl && impl)
{
using Impl = typename ApplyTypeListForClass::Type;
return Impl::call(x, y, impl);
}
template
UInt128 sipHash128(Polygon && polygon)
{
SipHash hash;
auto hash_ring = [&hash](const auto & ring)
{
UInt32 size = ring.size();
hash.update(size);
hash.update(reinterpret_cast(ring.data()), size * sizeof(ring[0]));
};
hash_ring(polygon.outer());
const auto & inners = polygon.inners();
hash.update(inners.size());
for (auto & inner : inners)
hash_ring(inner);
UInt128 res;
hash.get128(res);
return res;
}
}
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