ClickHouse/src/Functions/geometryConverters.h

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#pragma once
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#include <Core/ColumnWithTypeAndName.h>
#include <Core/Types.h>
#include <boost/variant.hpp>
#include <boost/geometry/geometries/geometries.hpp>
#include <boost/geometry.hpp>
#include <boost/geometry/geometries/point_xy.hpp>
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#include <Columns/ColumnsNumber.h>
#include <Columns/ColumnArray.h>
#include <Columns/ColumnTuple.h>
#include <DataTypes/DataTypeArray.h>
#include <DataTypes/IDataType.h>
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#include <IO/WriteHelpers.h>
#include <Interpreters/castColumn.h>
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#include <common/logger_useful.h>
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namespace DB
{
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namespace ErrorCodes
{
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extern const int BAD_ARGUMENTS;
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}
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namespace bg = boost::geometry;
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template <typename Point>
using Ring = bg::model::ring<Point>;
template <typename Point>
using Polygon = bg::model::polygon<Point>;
template <typename Point>
using MultiPolygon = bg::model::multi_polygon<Polygon<Point>>;
template <typename Point>
using Geometry = boost::variant<Point, Ring<Point>, Polygon<Point>, MultiPolygon<Point>>;
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using CartesianPoint = bg::model::d2::point_xy<Float64>;
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using CartesianRing = Ring<CartesianPoint>;
using CartesianPolygon = Polygon<CartesianPoint>;
using CartesianMultiPolygon = MultiPolygon<CartesianPoint>;
using CartesianGeometry = Geometry<CartesianPoint>;
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using GeographicPoint = bg::model::point<Float64, 2, bg::cs::geographic<bg::degree>>;
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using GeographicRing = Ring<GeographicPoint>;
using GeographicPolygon = Polygon<GeographicPoint>;
using GeographicMultiPolygon = MultiPolygon<GeographicPoint>;
using GeographicGeometry = Geometry<GeographicPoint>;
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/**
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* Class which takes some boost type and returns a pair of numbers.
* They are (x,y) in case of cartesian coordinated and (lon,lat) in case of geographic.
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*/
template <typename PointType>
class PointFromColumnParser
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{
public:
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explicit PointFromColumnParser(ColumnPtr col_) : col(col_)
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{
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const auto & tuple = dynamic_cast<const ColumnTuple &>(*col_);
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const auto & tuple_columns = tuple.getColumns();
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#ifndef NDEBUG
size = tuple.size();
#endif
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const auto & x_data = dynamic_cast<const ColumnFloat64 &>(*tuple_columns[0]);
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first = x_data.getData().data();
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const auto & y_data = dynamic_cast<const ColumnFloat64 &>(*tuple_columns[1]);
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second = y_data.getData().data();
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}
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template<class Q = PointType>
typename std::enable_if_t<std::is_same_v<Q, CartesianPoint>, CartesianGeometry> createContainer() const
{
return CartesianPoint();
}
template<class Q = PointType>
typename std::enable_if_t<std::is_same_v<Q, GeographicPoint>, GeographicGeometry> createContainer() const
{
return GeographicPoint();
}
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template<class Q = PointType>
void get(std::enable_if_t<std::is_same_v<Q, CartesianPoint>, CartesianGeometry> & container, size_t i) const
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{
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#ifndef NDEBUG
assert(i < size);
#endif
get(boost::get<PointType>(container), i);
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}
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template<class Q = PointType>
void get(std::enable_if_t<std::is_same_v<Q, GeographicPoint>, GeographicGeometry> & container, size_t i) const
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{
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#ifndef NDEBUG
assert(i < size);
#endif
get(boost::get<PointType>(container), i);
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}
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void get(PointType & container, size_t i) const
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{
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#ifndef NDEBUG
assert(i < size);
#endif
boost::geometry::set<0>(container, first[i]);
boost::geometry::set<1>(container, second[i]);
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}
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private:
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/// To prevent use-after-free and increase column lifetime.
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ColumnPtr col;
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#ifndef NDEBUG
size_t size;
#endif
const Float64 * first;
const Float64 * second;
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};
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template<class Point>
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class RingFromColumnParser
{
public:
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explicit RingFromColumnParser(ColumnPtr col_)
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: col(col_)
, offsets(dynamic_cast<const ColumnArray &>(*col_).getOffsets())
, point_parser(dynamic_cast<const ColumnArray &>(*col_).getDataPtr())
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{
}
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Geometry<Point> createContainer() const
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{
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return Ring<Point>();
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}
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void get(Geometry<Point> & container, size_t i) const
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{
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get(boost::get<Ring<Point>>(container), i);
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}
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void get(Ring<Point> & container, size_t i) const
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{
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size_t left = i == 0 ? 0 : offsets[i - 1];
size_t right = offsets[i];
if (left == right)
throw Exception("Empty polygons are not allowed in line " + toString(i), ErrorCodes::BAD_ARGUMENTS);
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// reserve extra point for case when polygon is open
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container.reserve(right - left + 1);
container.resize(right - left);
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for (size_t j = left; j < right; j++)
point_parser.get(container[j - left], j);
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// make ring closed
if (!boost::geometry::equals(container[0], container.back()))
{
container.push_back(container[0]);
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}
}
private:
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/// To prevent use-after-free and increase column lifetime.
ColumnPtr col;
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const IColumn::Offsets & offsets;
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const PointFromColumnParser<Point> point_parser;
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};
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template<class Point>
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class PolygonFromColumnParser
{
public:
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explicit PolygonFromColumnParser(ColumnPtr col_)
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: col(col_)
, offsets(static_cast<const ColumnArray &>(*col_).getOffsets())
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, ring_parser(static_cast<const ColumnArray &>(*col_).getDataPtr())
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{}
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Geometry<Point> createContainer() const
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{
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return Polygon<Point>();
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}
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void get(Geometry<Point> & container, size_t i) const
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{
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get(boost::get<Polygon<Point>>(container), i);
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}
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void get(Polygon<Point> & container, size_t i) const
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{
size_t l = offsets[i - 1];
size_t r = offsets[i];
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ring_parser.get(container.outer(), l);
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container.inners().resize(r - l - 1);
for (size_t j = l + 1; j < r; j++)
{
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ring_parser.get(container.inners()[j - l - 1], j);
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}
}
private:
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/// To prevent use-after-free and increase column lifetime.
ColumnPtr col;
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const IColumn::Offsets & offsets;
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const RingFromColumnParser<Point> ring_parser;
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};
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template<class Point>
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class MultiPolygonFromColumnParser
{
public:
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explicit MultiPolygonFromColumnParser(ColumnPtr col_)
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: col(col_)
, offsets(static_cast<const ColumnArray &>(*col_).getOffsets())
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, polygon_parser(static_cast<const ColumnArray &>(*col_).getDataPtr())
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{}
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Geometry<Point> createContainer() const
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{
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return MultiPolygon<Point>();
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}
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void get(Geometry<Point> & container, size_t i) const
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{
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auto & multi_polygon = boost::get<MultiPolygon<Point>>(container);
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size_t l = offsets[i - 1];
size_t r = offsets[i];
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multi_polygon.resize(r - l);
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for (size_t j = l; j < r; j++)
{
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polygon_parser.get(multi_polygon[j - l], j);
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}
}
private:
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/// To prevent use-after-free and increase column lifetime.
ColumnPtr col;
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const IColumn::Offsets & offsets;
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const PolygonFromColumnParser<Point> polygon_parser;
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};
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template <typename Point>
using GeometryFromColumnParser = boost::variant<
PointFromColumnParser<Point>,
RingFromColumnParser<Point>,
PolygonFromColumnParser<Point>,
MultiPolygonFromColumnParser<Point>
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>;
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template <typename Point>
Geometry<Point> createContainer(const GeometryFromColumnParser<Point> & parser);
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extern template Geometry<CartesianPoint> createContainer(const GeometryFromColumnParser<CartesianPoint> & parser);
extern template Geometry<GeographicPoint> createContainer(const GeometryFromColumnParser<GeographicPoint> & parser);
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template <typename Point>
void get(const GeometryFromColumnParser<Point> & parser, Geometry<Point> & container, size_t i);
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extern template void get(const GeometryFromColumnParser<CartesianPoint> & parser, Geometry<CartesianPoint> & container, size_t i);
extern template void get(const GeometryFromColumnParser<GeographicPoint> & parser, Geometry<GeographicPoint> & container, size_t i);
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template <typename Point>
GeometryFromColumnParser<Point> makeGeometryFromColumnParser(const ColumnWithTypeAndName & col);
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extern template GeometryFromColumnParser<CartesianPoint> makeGeometryFromColumnParser(const ColumnWithTypeAndName & col);
extern template GeometryFromColumnParser<GeographicPoint> makeGeometryFromColumnParser(const ColumnWithTypeAndName & col);
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/// To serialize Geographic or Cartesian point (a pair of numbers in both cases).
template <typename Point>
class PointSerializerVisitor : public boost::static_visitor<void>
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{
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public:
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PointSerializerVisitor()
: first(ColumnFloat64::create())
, second(ColumnFloat64::create())
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{}
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explicit PointSerializerVisitor(size_t n)
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: first(ColumnFloat64::create(n))
, second(ColumnFloat64::create(n))
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{}
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void operator()(const Point & point)
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{
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first->insertValue(point.template get<0>());
second->insertValue(point.template get<1>());
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}
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void operator()(const Ring<Point> & ring)
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{
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if (ring.size() != 1)
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throw Exception("Unable to write ring of size " + toString(ring.size()) + " != 1 to point column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(ring[0]);
}
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void operator()(const Polygon<Point> & polygon)
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{
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if (polygon.inners().size() != 0)
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throw Exception("Unable to write polygon with holes to point column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(polygon.outer());
}
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void operator()(const MultiPolygon<Point> & multi_polygon)
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{
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if (multi_polygon.size() != 1)
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throw Exception("Unable to write multi-polygon of size " + toString(multi_polygon.size()) + " != 1 to point column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(multi_polygon[0]);
}
ColumnPtr finalize()
{
Columns columns(2);
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columns[0] = std::move(first);
columns[1] = std::move(second);
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return ColumnTuple::create(columns);
}
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private:
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ColumnFloat64::MutablePtr first;
ColumnFloat64::MutablePtr second;
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};
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template <typename Point>
class RingSerializerVisitor : public boost::static_visitor<void>
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{
public:
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RingSerializerVisitor()
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: offsets(ColumnUInt64::create())
{}
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explicit RingSerializerVisitor(size_t n)
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: offsets(ColumnUInt64::create(n))
{}
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void operator()(const Point & point)
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{
size++;
offsets->insertValue(size);
pointSerializer(point);
}
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void operator()(const Ring<Point> & ring)
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{
size += ring.size();
offsets->insertValue(size);
for (const auto & point : ring)
{
pointSerializer(point);
}
}
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void operator()(const Polygon<Point> & polygon)
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{
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if (polygon.inners().size() != 0)
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throw Exception("Unable to write polygon with holes to ring column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(polygon.outer());
}
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void operator()(const MultiPolygon<Point> & multi_polygon)
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{
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if (multi_polygon.size() != 1)
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throw Exception("Unable to write multi-polygon of size " + toString(multi_polygon.size()) + " != 1 to ring column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(multi_polygon[0]);
}
ColumnPtr finalize()
{
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return ColumnArray::create(point_serializer.finalize(), std::move(offsets));
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}
private:
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size_t size = 0;
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PointSerializerVisitor<Point> point_serializer;
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ColumnUInt64::MutablePtr offsets;
};
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template <typename Point>
class PolygonSerializerVisitor : public boost::static_visitor<void>
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{
public:
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PolygonSerializerVisitor()
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: offsets(ColumnUInt64::create())
{}
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explicit PolygonSerializerVisitor(size_t n)
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: offsets(ColumnUInt64::create(n))
{}
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void operator()(const Point & point)
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{
size++;
offsets->insertValue(size);
ringSerializer(point);
}
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void operator()(const Ring<Point> & ring)
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{
size++;
offsets->insertValue(size);
ringSerializer(ring);
}
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void operator()(const Polygon<Point> & polygon)
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{
size += 1 + polygon.inners().size();
offsets->insertValue(size);
ringSerializer(polygon.outer());
for (const auto & ring : polygon.inners())
{
ringSerializer(ring);
}
}
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void operator()(const MultiPolygon<Point> & multi_polygon)
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{
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if (multi_polygon.size() != 1)
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throw Exception("Unable to write multi-polygon of size " + toString(multi_polygon.size()) + " != 1 to polygon column", ErrorCodes::BAD_ARGUMENTS);
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(*this)(multi_polygon[0]);
}
ColumnPtr finalize()
{
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return ColumnArray::create(ring_serializer.finalize(), std::move(offsets));
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}
private:
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size_t size = 0;
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RingSerializerVisitor<Point> ring_serializer;
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ColumnUInt64::MutablePtr offsets;
};
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template <typename Point>
class MultiPolygonSerializerVisitor : public boost::static_visitor<void>
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{
public:
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MultiPolygonSerializerVisitor()
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: offsets(ColumnUInt64::create())
{}
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explicit MultiPolygonSerializerVisitor(size_t n)
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: offsets(ColumnUInt64::create(n))
{}
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void operator()(const Point & point)
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{
size++;
offsets->insertValue(size);
polygonSerializer(point);
}
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void operator()(const Ring<Point> & ring)
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{
size++;
offsets->insertValue(size);
polygonSerializer(ring);
}
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void operator()(const Polygon<Point> & polygon)
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{
size++;
offsets->insertValue(size);
polygonSerializer(polygon);
}
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void operator()(const MultiPolygon<Point> & multi_polygon)
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{
size += multi_polygon.size();
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offsets->insertValue(size);
for (const auto & polygon : multi_polygon)
{
polygonSerializer(polygon);
}
}
ColumnPtr finalize()
{
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return ColumnArray::create(polygon_serializer.finalize(), std::move(offsets));
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}
private:
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size_t size = 0;
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PolygonSerializerVisitor<Point> polygon_serializer;
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ColumnUInt64::MutablePtr offsets;
};
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template <class Geometry, class Visitor>
class GeometrySerializer
{
public:
void add(const Geometry & geometry)
{
boost::apply_visitor(visitor, geometry);
}
ColumnPtr finalize()
{
return visitor.finalize();
}
private:
Visitor visitor;
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};
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template <typename Point>
using PointSerializer = GeometrySerializer<Geometry<Point>, PointSerializerVisitor<Point>>;
template <typename Point>
using RingSerializer = GeometrySerializer<Geometry<Point>, RingSerializerVisitor<Point>>;
template <typename Point>
using PolygonSerializer = GeometrySerializer<Geometry<Point>, PolygonSerializerVisitor<Point>>;
template <typename Point>
using MultiPolygonSerializer = GeometrySerializer<Geometry<Point>, MultiPolygonSerializerVisitor<Point>>;
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}