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Column API for linestring-polygon distance #1030

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1 change: 1 addition & 0 deletions cpp/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -134,6 +134,7 @@ add_library(cuspatial
src/spatial/point_distance.cu
src/spatial/point_linestring_distance.cu
src/spatial/point_polygon_distance.cu
src/spatial/linestring_polygon_distance.cu
src/spatial/point_linestring_nearest_points.cu
src/spatial/sinusoidal_projection.cu
src/trajectory/derive_trajectories.cu
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49 changes: 49 additions & 0 deletions cpp/include/cuspatial/distance/linestring_polygon_distance.hpp
Original file line number Diff line number Diff line change
@@ -0,0 +1,49 @@
/*
* Copyright (c) 2023, NVIDIA CORPORATION.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

#pragma once

#include <cuspatial/column/geometry_column_view.hpp>

#include <cudf/column/column_view.hpp>

#include <optional>

namespace cuspatial {

/**
* @ingroup distance
* @brief Compute pairwise (multi)linestring-to-(multi)polygon Cartesian distance
*
* @param multilinestrings Geometry column of multilinestrings
* @param multipolygons Geometry column of multipolygons
* @param mr Device memory resource used to allocate the returned column.
* @return Column of distances between each pair of input geometries, same type as input coordinate
* types.
*
* @throw cuspatial::logic_error if `multilinestrings` and `multipolygons` have different coordinate
* types.
* @throw cuspatial::logic_error if `multilinestrings` is not a linestring column and
* `multipolygons` is not a polygon column.
* @throw cuspatial::logic_error if input column sizes mismatch.
*/

std::unique_ptr<cudf::column> pairwise_linestring_polygon_distance(
geometry_column_view const& multilinestrings,
geometry_column_view const& multipolygons,
rmm::mr::device_memory_resource* mr = rmm::mr::get_current_device_resource());

} // namespace cuspatial
Original file line number Diff line number Diff line change
Expand Up @@ -54,10 +54,11 @@ struct to_multipoint_functor {
} // namespace detail

template <typename GeometryIterator, typename VecIterator>
multipoint_range<GeometryIterator, VecIterator>::multipoint_range(GeometryIterator geometry_begin,
GeometryIterator geometry_end,
VecIterator points_begin,
VecIterator points_end)
CUSPATIAL_HOST_DEVICE multipoint_range<GeometryIterator, VecIterator>::multipoint_range(
GeometryIterator geometry_begin,
GeometryIterator geometry_end,
VecIterator points_begin,
VecIterator points_end)
: _geometry_begin(geometry_begin),
_geometry_end(geometry_end),
_points_begin(points_begin),
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -57,10 +57,10 @@ class multipoint_range {
/**
* @brief Construct a new multipoint array object
*/
multipoint_range(GeometryIterator geometry_begin,
GeometryIterator geometry_end,
VecIterator points_begin,
VecIterator points_end);
CUSPATIAL_HOST_DEVICE multipoint_range(GeometryIterator geometry_begin,
GeometryIterator geometry_end,
VecIterator points_begin,
VecIterator points_end);
/**
* @brief Returns the number of multipoints in the array.
*/
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127 changes: 127 additions & 0 deletions cpp/src/spatial/linestring_polygon_distance.cu
Original file line number Diff line number Diff line change
@@ -0,0 +1,127 @@
/*
* Copyright (c) 2023, NVIDIA CORPORATION.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

#include "../utility/iterator.hpp"
#include "../utility/multi_geometry_dispatch.hpp"

#include <cudf/column/column.hpp>
#include <cudf/column/column_device_view.cuh>
#include <cudf/column/column_factories.hpp>
#include <cudf/column/column_view.hpp>
#include <cudf/copying.hpp>
#include <cudf/types.hpp>
#include <cudf/utilities/traits.hpp>
#include <cudf/utilities/type_dispatcher.hpp>

#include <rmm/cuda_stream_view.hpp>

#include <cuspatial/column/geometry_column_view.hpp>
#include <cuspatial/detail/iterator.hpp>
#include <cuspatial/error.hpp>
#include <cuspatial/experimental/iterator_factory.cuh>
#include <cuspatial/experimental/linestring_polygon_distance.cuh>
#include <cuspatial/experimental/ranges/multilinestring_range.cuh>
#include <cuspatial/experimental/ranges/multipolygon_range.cuh>
#include <cuspatial/types.hpp>

#include <thrust/iterator/counting_iterator.h>

#include <memory>
#include <type_traits>

namespace cuspatial {

namespace detail {

namespace {

template <collection_type_id is_multi_linestring, collection_type_id is_multi_polygon>
struct pairwise_linestring_polygon_distance_impl {
using SizeType = cudf::device_span<cudf::size_type const>::size_type;

template <typename T, CUDF_ENABLE_IF(std::is_floating_point_v<T>)>
std::unique_ptr<cudf::column> operator()(geometry_column_view const& multilinestrings,
geometry_column_view const& multipolygons,
rmm::cuda_stream_view stream,
rmm::mr::device_memory_resource* mr)
{
auto multilinestrings_range =
make_multilinestring_range<is_multi_linestring, T, cudf::size_type>(multilinestrings);
auto multipolygons_range =
make_multipolygon_range<is_multi_polygon, T, cudf::size_type>(multipolygons);

auto output = cudf::make_numeric_column(multilinestrings.coordinate_type(),
multilinestrings.size(),
cudf::mask_state::UNALLOCATED,
stream,
mr);

cuspatial::pairwise_linestring_polygon_distance(
multilinestrings_range, multipolygons_range, output->mutable_view().begin<T>(), stream);
return output;
}

template <typename T, CUDF_ENABLE_IF(!std::is_floating_point_v<T>), typename... Args>
std::unique_ptr<cudf::column> operator()(Args&&...)

{
CUSPATIAL_FAIL("linestring-polygon distance API only supports floating point coordinates.");
}
};

} // namespace

template <collection_type_id is_multi_linestring, collection_type_id is_multi_polygon>
struct pairwise_linestring_polygon_distance {
std::unique_ptr<cudf::column> operator()(geometry_column_view const& multilinestrings,
geometry_column_view const& multipolygons,
rmm::cuda_stream_view stream,
rmm::mr::device_memory_resource* mr)
{
return cudf::type_dispatcher(
multilinestrings.coordinate_type(),
pairwise_linestring_polygon_distance_impl<is_multi_linestring, is_multi_polygon>{},
multilinestrings,
multipolygons,
stream,
mr);
}
};

} // namespace detail

std::unique_ptr<cudf::column> pairwise_linestring_polygon_distance(
geometry_column_view const& multilinestrings,
geometry_column_view const& multipolygons,
rmm::mr::device_memory_resource* mr)
{
CUSPATIAL_EXPECTS(multilinestrings.geometry_type() == geometry_type_id::LINESTRING &&
multipolygons.geometry_type() == geometry_type_id::POLYGON,
"Unexpected input geometry types.");

CUSPATIAL_EXPECTS(multilinestrings.coordinate_type() == multipolygons.coordinate_type(),
"Input geometries must have the same coordinate data types.");

return multi_geometry_double_dispatch<detail::pairwise_linestring_polygon_distance>(
multilinestrings.collection_type(),
multipolygons.collection_type(),
multilinestrings,
multipolygons,
rmm::cuda_stream_default,
mr);
}

} // namespace cuspatial
3 changes: 3 additions & 0 deletions cpp/tests/CMakeLists.txt
Original file line number Diff line number Diff line change
Expand Up @@ -90,6 +90,9 @@ ConfigureTest(LINESTRING_DISTANCE_TEST
ConfigureTest(POINT_POLYGON_DISTANCE_TEST
spatial/point_polygon_distance_test.cpp)

ConfigureTest(LINESTRING_POLYGON_DISTANCE_TEST
spatial/linestring_polygon_distance_test.cpp)

ConfigureTest(LINESTRING_INTERSECTION_TEST
spatial/linestring_intersection_test.cpp)

Expand Down
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