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achulkov2 2020-02-18 16:32:18 +03:00
parent ea13cc8964
commit afb788310c
2 changed files with 227 additions and 0 deletions

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#include "PolygonDictionaryImplementations.h"
#include "DictionaryFactory.h"
#include <DataTypes/DataTypeArray.h>
#include <DataTypes/DataTypeTuple.h>
#include <DataTypes/DataTypesNumber.h>
#include <numeric>
namespace DB
{
SimplePolygonDictionary::SimplePolygonDictionary(
const std::string & database_,
const std::string & name_,
const DictionaryStructure & dict_struct_,
DictionarySourcePtr source_ptr_,
const DictionaryLifetime dict_lifetime_,
InputType input_type_,
PointType point_type_)
: IPolygonDictionary(database_, name_, dict_struct_, std::move(source_ptr_), dict_lifetime_, input_type_, point_type_)
{
}
std::shared_ptr<const IExternalLoadable> SimplePolygonDictionary::clone() const
{
return std::make_shared<SimplePolygonDictionary>(
this->database,
this->name,
this->dict_struct,
this->source_ptr->clone(),
this->dict_lifetime,
this->input_type,
this->point_type);
}
bool SimplePolygonDictionary::find(const Point &point, size_t & id) const
{
bool found = false;
double area = 0;
for (size_t i = 0; i < polygons.size(); ++i)
{
if (bg::covered_by(point, polygons[i]))
{
double new_area = areas[i];
if (!found || new_area < area)
{
found = true;
id = i;
area = new_area;
}
}
}
return found;
}
GridPolygonDictionary::GridPolygonDictionary(
const std::string & database_,
const std::string & name_,
const DictionaryStructure & dict_struct_,
DictionarySourcePtr source_ptr_,
const DictionaryLifetime dict_lifetime_,
InputType input_type_,
PointType point_type_):
IPolygonDictionary(database_, name_, dict_struct_, std::move(source_ptr_), dict_lifetime_, input_type_, point_type_),
grid(3, 5, polygons)
{
std::vector<size_t> order(polygons.size());
std::iota(order.begin(), order.end(), 0);
std::sort(order.begin(), order.end(), [&](auto lhs, auto rhs) {
return areas[lhs] < areas[rhs];
});
grid.init(order);
}
std::shared_ptr<const IExternalLoadable> GridPolygonDictionary::clone() const
{
return std::make_shared<GridPolygonDictionary>(
this->database,
this->name,
this->dict_struct,
this->source_ptr->clone(),
this->dict_lifetime,
this->input_type,
this->point_type);
}
bool GridPolygonDictionary::find(const Point &point, size_t & id) const
{
bool found = false;
auto cell = grid.find(point.get<0>(), point.get<1>());
if (cell)
{
for (auto candidate : cell->polygon_ids)
{
if (bg::covered_by(point, polygons[candidate]))
{
found = true;
id = candidate;
break;
}
}
}
return found;
}
template <class PolygonDictionary>
DictionaryPtr createLayout(const std::string &,
const DictionaryStructure & dict_struct,
const Poco::Util::AbstractConfiguration & config,
const std::string & config_prefix,
DictionarySourcePtr source_ptr)
{
const String database = config.getString(config_prefix + ".database", "");
const String name = config.getString(config_prefix + ".name");
if (!dict_struct.key)
throw Exception{"'key' is required for a polygon dictionary", ErrorCodes::BAD_ARGUMENTS};
if (dict_struct.key->size() != 1)
throw Exception{"The 'key' should consist of a single attribute for a polygon dictionary",
ErrorCodes::BAD_ARGUMENTS};
IPolygonDictionary::InputType input_type;
IPolygonDictionary::PointType point_type;
const auto key_type = (*dict_struct.key)[0].type;
const auto f64 = std::make_shared<DataTypeFloat64>();
const auto multi_polygon_array = DataTypeArray(std::make_shared<DataTypeArray>(std::make_shared<DataTypeArray>(std::make_shared<DataTypeArray>(f64))));
const auto multi_polygon_tuple = DataTypeArray(std::make_shared<DataTypeArray>(std::make_shared<DataTypeArray>(std::make_shared<DataTypeTuple>(std::vector<DataTypePtr>{f64, f64}))));
const auto simple_polygon_array = DataTypeArray(std::make_shared<DataTypeArray>(f64));
const auto simple_polygon_tuple = DataTypeArray(std::make_shared<DataTypeTuple>(std::vector<DataTypePtr>{f64, f64}));
if (key_type->equals(multi_polygon_array))
{
input_type = IPolygonDictionary::InputType::MultiPolygon;
point_type = IPolygonDictionary::PointType::Array;
}
else if (key_type->equals(multi_polygon_tuple))
{
input_type = IPolygonDictionary::InputType::MultiPolygon;
point_type = IPolygonDictionary::PointType::Tuple;
}
else if (key_type->equals(simple_polygon_array))
{
input_type = IPolygonDictionary::InputType::SimplePolygon;
point_type = IPolygonDictionary::PointType::Array;
}
else if (key_type->equals(simple_polygon_tuple))
{
input_type = IPolygonDictionary::InputType::SimplePolygon;
point_type = IPolygonDictionary::PointType::Tuple;
}
else
throw Exception{"The key type " + key_type->getName() +
" is not one of the following allowed types for a polygon dictionary: " +
multi_polygon_array.getName() + " " +
multi_polygon_tuple.getName() + " " +
simple_polygon_array.getName() + " " +
simple_polygon_tuple.getName() + " ",
ErrorCodes::BAD_ARGUMENTS};
if (dict_struct.range_min || dict_struct.range_max)
throw Exception{name
+ ": elements range_min and range_max should be defined only "
"for a dictionary of layout 'range_hashed'",
ErrorCodes::BAD_ARGUMENTS};
const DictionaryLifetime dict_lifetime{config, config_prefix + ".lifetime"};
return std::make_unique<PolygonDictionary>(database, name, dict_struct, std::move(source_ptr), dict_lifetime, input_type, point_type);
};
void registerDictionaryPolygon(DictionaryFactory & factory)
{
factory.registerLayout("polygon", createLayout<SimplePolygonDictionary>, true);
factory.registerLayout("grid-polygon", createLayout<GridPolygonDictionary>, true);
}
}

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#pragma once
#include "PolygonDictionary.h"
#include "PolygonDictionaryUtils.h"
namespace DB
{
/** Simple implementation of the polygon dictionary. Doesn't generate anything during its construction.
* Iterates over all stored polygons for each query, checking each of them in linear time.
* Retrieves the polygon with the smallest area containing the given point. If there is more than one any such polygon
* may be returned.
*/
class SimplePolygonDictionary : public IPolygonDictionary
{
public:
SimplePolygonDictionary(
const std::string & database_,
const std::string & name_,
const DictionaryStructure & dict_struct_,
DictionarySourcePtr source_ptr_,
DictionaryLifetime dict_lifetime_,
InputType input_type_,
PointType point_type_);
std::shared_ptr<const IExternalLoadable> clone() const override;
private:
bool find(const Point & point, size_t & id) const override;
};
class GridPolygonDictionary : public IPolygonDictionary
{
public:
GridPolygonDictionary(
const std::string & database_,
const std::string & name_,
const DictionaryStructure & dict_struct_,
DictionarySourcePtr source_ptr_,
DictionaryLifetime dict_lifetime_,
InputType input_type_,
PointType point_type_);
std::shared_ptr<const IExternalLoadable> clone() const override;
private:
bool find(const Point & point, size_t & id) const override;
GridRoot grid;
};
}