#ifndef Magnum_MeshTools_RemoveDuplicates_h #define Magnum_MeshTools_RemoveDuplicates_h /* This file is part of Magnum. Copyright © 2010, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019 Vladimír Vondruš Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. */ /** @file * @brief Function @ref Magnum::MeshTools::removeDuplicatesInPlace(), @ref Magnum::MeshTools::removeDuplicatesIndexedInPlace() */ #include #include #include #include #include #include #include #include "Magnum/Magnum.h" #include "Magnum/Math/FunctionsBatch.h" #include "Magnum/MeshTools/visibility.h" namespace Magnum { namespace MeshTools { namespace Implementation { template class VectorHash { public: std::size_t operator()(const Math::Vector& data) const { return *reinterpret_cast(Utility::MurmurHash2()(reinterpret_cast(&data), sizeof(data)).byteArray()); } }; } /** @brief Remove duplicate data from given array in-place @param[in,out] data Data array, duplicate items will be cut away with order preserved @return The resulting index array and size of unique prefix in the cleaned up @p data array @m_since_latest Removes duplicate data from given array by comparing the second dimension of each item, the second dimension is expected to be contiguous. A plain bit-exact matching is used, if you need fuzzy comparison for floating-point data, use @ref removeDuplicatesInPlace(const Containers::StridedArrayView1D&, typename Vector::Type) instead. If you want to remove duplicate data from an already indexed array, use @ref removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D&, const Containers::StridedArrayView2D&) instead. Usage example: @snippet MagnumMeshTools.cpp removeDuplicates See @ref removeDuplicates(const Containers::StridedArrayView2D&) for a variant that doesn't modify the input data in any way but instead returns an index array pointing to original data locations. @see @ref Corrade::Containers::StridedArrayView::isContiguous(), @ref removeDuplicatesInPlaceInto() */ MAGNUM_MESHTOOLS_EXPORT std::pair, std::size_t> removeDuplicatesInPlace(const Containers::StridedArrayView2D& data); /** @brief Remove duplicate data from given array in-place @param[in,out] data Data array, duplicate items will be cut away with order preserved @param[out] indices Where to put the resulting index array @return Size of unique prefix in the cleaned up @p data array @m_since_latest Same as above, except that the index array is not allocated but put into @p indices instead. Expects that @p indices has the same size as @p data. @see @ref removeDuplicatesInto() */ MAGNUM_MESHTOOLS_EXPORT std::size_t removeDuplicatesInPlaceInto(const Containers::StridedArrayView2D& data, const Containers::StridedArrayView1D& indices); /** @brief Remove duplicate data from given array @param[in] data Data array @return The resulting index array and count of unique items in the original @p data array @m_since_latest Compared to @ref removeDuplicatesInPlace(const Containers::StridedArrayView2D&) this function doesn't modify the input data array in any way but instead returns an index array pointing to original data locations. */ MAGNUM_MESHTOOLS_EXPORT std::pair, std::size_t> removeDuplicates(const Containers::StridedArrayView2D& data); /** @brief Remove duplicate data from given array @param[in] data Data array @param[out] indices Where to put the resulting index array @return Count of unique items in the original @p data array @m_since_latest Compared to @ref removeDuplicatesInPlaceInto(const Containers::StridedArrayView2D&, const Containers::StridedArrayView1D&) this function doesn't modify the input data array in any way but instead makes an index array pointing to original data locations. */ MAGNUM_MESHTOOLS_EXPORT std::size_t removeDuplicatesInto(const Containers::StridedArrayView2D& data, const Containers::StridedArrayView1D& indices); /** @brief Remove duplicates from indexed data in-place @param[in,out] indices Index array, which will get remapped to list just unique data @param[in,out] data Data array, duplicate items will be cut away with order preserved @return Size of unique prefix in the cleaned up @p data array @m_since_latest Compared to @ref removeDuplicatesInPlace(const Containers::StridedArrayView2D&) this variant is more suited for data that is already indexed as it works on the existing index array instead of allocating a new one. */ MAGNUM_MESHTOOLS_EXPORT std::size_t removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D& indices, const Containers::StridedArrayView2D& data); /** * @overload * @m_since_latest */ MAGNUM_MESHTOOLS_EXPORT std::size_t removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D& indices, const Containers::StridedArrayView2D& data); /** * @overload * @m_since_latest */ MAGNUM_MESHTOOLS_EXPORT std::size_t removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D& indices, const Containers::StridedArrayView2D& data); /** @brief Remove duplicate floating-point vector data from given array in-place @param[in,out] data Data array, duplicate items will be cut away with order preserved @param[in] epsilon Epsilon value, vertices closer than this distance will be melt together @return Size of unique prefix in the cleaned up @p data array and the resulting index array @m_since_latest Removes duplicate data from the array by collapsing them into buckets of size @p epsilon. First vector in given bucket is used, other ones are thrown away, no interpolation is done. Note that this function is meant to be used for floating-point data (or generally with non-zero @p epsilon), for data where bit-exact matching is sufficient use @ref removeDuplicatesInPlace(const Containers::StridedArrayView2D&) instead. If you want to remove duplicate data from an already indexed array, use @ref removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D&, const Containers::StridedArrayView1D&, typename Vector::Type) instead. If you want to remove duplicates in multiple incidental arrays, first remove duplicates in each array separately and then combine the resulting index arrays back into a single one using @ref combineIndexedAttributes(). */ template std::pair, std::size_t> removeDuplicatesInPlace(const Containers::StridedArrayView1D& data, typename Vector::Type epsilon = Math::TypeTraits::epsilon()); #ifdef MAGNUM_BUILD_DEPRECATED /** @brief Remove duplicate floating-point vector data from a STL vector in-place @param[in,out] data Data array, duplicate items will be cut away with order preserved and the size shrunk to just the unique prefix @param[in] epsilon Epsilon value, vertices closer than this distance will be melt together @return Resulting index array @m_deprecated_since_latest Use @ref removeDuplicatesInPlace() instead. Similar to the above, except that it's operating on a @ref std::vector, which gets shrunk as a result (instead of the prefix size being returned). This variant is useful together with @ref combineIndexedArrays() to remove duplicates in multiple incidental arrays --- first remove duplicates in each array separately and then combine the resulting index arrays to single index array, and reorder the data accordingly: @snippet MagnumMeshTools.cpp removeDuplicates-multiple */ template CORRADE_DEPRECATED("use removeDuplicatesInPlace() instead") std::vector removeDuplicates(std::vector& data, typename Vector::Type epsilon = Math::TypeTraits::epsilon()); #endif /** @brief Remove duplicates from indexed floating-point vector data in-place @param[in,out] indices Index array, which will get remapped to list just unique vertices @param[in,out] data Data array, duplicate items will be cut away with order preserved @param[in] epsilon Epsilon value, vertices closer than this distance will be melt together @return Size of unique prefix in the cleaned up @p data array @m_since_latest Compared to @ref removeDuplicatesInPlace(const Containers::StridedArrayView1D&, typename Vector::Type) this variant is more suited for data that is already indexed as it works on the existing index array instead of allocating a new one. */ template std::size_t removeDuplicatesIndexedInPlace(const Containers::StridedArrayView1D& indices, const Containers::StridedArrayView1D& data, typename Vector::Type epsilon = Math::TypeTraits::epsilon()) { /* Somehow ~IndexType{} doesn't work for < 4byte types, as the result is int(-1) instead of the type I want */ CORRADE_ASSERT(data.size() <= IndexType(-1), "MeshTools::removeDuplicatesIndexedInPlace(): a" << sizeof(IndexType) << Debug::nospace << "-byte index type is too small for" << data.size() << "vertices", {}); /* Get bounds. When NaNs appear, those will get collapsed together when you're lucky, or cause the whole data to disappear when you're not -- it needs a much more specialized handling to be robust. */ std::pair minmax = Math::minmax(data); /* Make epsilon so large that std::size_t can index all vectors inside the bounds. */ epsilon = Math::max(epsilon, typename Vector::Type((minmax.second-minmax.first).max()/~std::size_t{})); /* Table containing original vector index for each discretized vector. Reserving more buckets than necessary (i.e. as if each vector was unique). */ std::size_t dataSize = data.size(); std::unordered_map, UnsignedInt, Implementation::VectorHash> table(dataSize); /* Index array that'll be filled in each pass and then used for remapping the `indices` */ Containers::Array remapping{Containers::NoInit, dataSize}; /* First go with original coordinates, then move them by epsilon/2 in each direction. */ Vector moved; for(std::size_t moving = 0; moving <= Vector::Size; ++moving) { /* Go through all vectors */ for(std::size_t i = 0; i != dataSize; ++i) { /* Try to insert new vertex into the table */ const Math::Vector v{(data[i] + moved - minmax.first)/epsilon}; const auto result = table.emplace(v, table.size()); /* Add the (either new or already existing) index into the array */ remapping[i] = result.first->second; /* If this is a new combination, copy the data to new (earlier) position in the array. Data in [table.size()-1, i) are already present in the [0, table.size()-1) range from previous iterations so we aren't overwriting anything. */ if(result.second && i != table.size() - 1) data[table.size() - 1] = data[i]; } /* Remap the resulting index array */ for(auto& i: indices) i = remapping[i]; /* Finished */ if(moving == Vector::Size) continue; /* Move vertex coordinates by epsilon/2 in the next direction */ moved = Vector(); moved[moving] = epsilon/2; /* Next time go only through the unique prefix; clear the table for the next pass */ dataSize = table.size(); table.clear(); } CORRADE_INTERNAL_ASSERT(data.size() >= dataSize); return dataSize; } template std::pair, std::size_t> removeDuplicatesInPlace(const Containers::StridedArrayView1D& data, typename Vector::Type epsilon) { /* A trivial index array that'll be remapped and returned after */ Containers::Array indices{Containers::NoInit, data.size()}; std::iota(indices.begin(), indices.end(), 0); const std::size_t size = removeDuplicatesIndexedInPlace(Containers::stridedArrayView(indices), data, epsilon); return {std::move(indices), size}; } #ifdef MAGNUM_BUILD_DEPRECATED template std::vector removeDuplicates(std::vector& data, typename Vector::Type epsilon) { /* A trivial index array that'll be remapped and returned after */ std::vector indices(data.size()); std::iota(indices.begin(), indices.end(), 0); const std::size_t size = removeDuplicatesIndexedInPlace(Containers::stridedArrayView(indices), Containers::stridedArrayView(data), epsilon); data.resize(size); return indices; } #endif }} #endif