Prune.h

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// Copyright Contributors to the OpenVDB Project
// SPDX-License-Identifier: Apache-2.0
//
/// @file Prune.h
///
/// @brief Defined various multi-threaded utility functions for trees
///
/// @author Ken Museth
 
#ifndef OPENVDB_TOOLS_PRUNE_HAS_BEEN_INCLUDED
#define OPENVDB_TOOLS_PRUNE_HAS_BEEN_INCLUDED
 
#include <openvdb/math/Math.h> // for isNegative and negative
#include <openvdb/Types.h>
#include <openvdb/tree/NodeManager.h>
#include <openvdb/openvdb.h>
#include <algorithm> // for std::nth_element()
#include <type_traits>
 
namespace openvdb {
OPENVDB_USE_VERSION_NAMESPACE
namespace OPENVDB_VERSION_NAME {
namespace tools {
 
/// @brief Reduce the memory footprint of a @a tree by replacing with tiles
/// any nodes whose values are all the same (optionally to within a tolerance)
/// and have the same active state.
///
/// @note For trees with non-boolean values a child node with (approximately)
/// constant values are replaced with a tile value corresponding to the median
/// of the values in said child node.
///
/// @param tree       the tree to be pruned
/// @param tolerance  tolerance within which values are considered to be equal
/// @param threaded   enable or disable threading (threading is enabled by default)
/// @param grainSize  used to control the threading granularity (default is 1)
template<typename TreeT>
void
prune(TreeT& tree,
      typename TreeT::ValueType tolerance = zeroVal<typename TreeT::ValueType>(),
      bool threaded = true,
      size_t grainSize = 1);
 
 
/// @brief Reduce the memory footprint of a @a tree by replacing with tiles
/// any non-leaf nodes whose values are all the same (optionally to within a tolerance)
/// and have the same active state.
///
/// @param tree       the tree to be pruned
/// @param tolerance  tolerance within which values are considered to be equal
/// @param threaded   enable or disable threading (threading is enabled by default)
/// @param grainSize  used to control the threading granularity (default is 1)
template<typename TreeT>
void
pruneTiles(TreeT& tree,
           typename TreeT::ValueType tolerance = zeroVal<typename TreeT::ValueType>(),
           bool threaded = true,
           size_t grainSize = 1);
 
 
/// @brief Reduce the memory footprint of a @a tree by replacing with
/// background tiles any nodes whose values are all inactive.
///
/// @param tree       the tree to be pruned
/// @param threaded   enable or disable threading (threading is enabled by default)
/// @param grainSize  used to control the threading granularity (default is 1)
template<typename TreeT>
void
pruneInactive(TreeT& tree, bool threaded = true, size_t grainSize = 1);
 
 
/// @brief Reduce the memory footprint of a @a tree by replacing any nodes
/// whose values are all inactive with tiles of the given @a value.
///
/// @param tree       the tree to be pruned
/// @param value      value assigned to inactive tiles created during pruning
/// @param threaded   enable or disable threading (threading is enabled by default)
/// @param grainSize  used to control the threading granularity (default is 1)
template<typename TreeT>
void
pruneInactiveWithValue(
    TreeT& tree,
    const typename TreeT::ValueType& value,
    bool threaded = true,
    size_t grainSize = 1);
 
 
/// @brief Reduce the memory footprint of a @a tree by replacing nodes
/// whose values are all inactive with inactive tiles having a value equal to
/// the first value encountered in the (inactive) child.
/// @details This method is faster than tolerance-based prune and
/// useful for narrow-band level set applications where inactive
/// values are limited to either an inside or an outside value.
///
/// @param tree       the tree to be pruned
/// @param threaded   enable or disable threading (threading is enabled by default)
/// @param grainSize  used to control the threading granularity (default is 1)
///
/// @throw ValueError if the background of the @a tree is negative (as defined by math::isNegative)
template<typename TreeT>
void
pruneLevelSet(TreeT& tree,
              bool threaded = true,
              size_t grainSize = 1);
 
 
/// @brief Reduce the memory footprint of a @a tree by replacing nodes whose voxel values
/// are all inactive with inactive tiles having the value -| @a insideWidth |
/// if the voxel values are negative and | @a outsideWidth | otherwise.
///
/// @details This method is faster than tolerance-based prune and
/// useful for narrow-band level set applications where inactive
/// values are limited to either an inside or an outside value.
///
/// @param tree          the tree to be pruned
/// @param outsideWidth  the width of the outside of the narrow band
/// @param insideWidth   the width of the inside of the narrow band
/// @param threaded      enable or disable threading (threading is enabled by default)
/// @param grainSize     used to control the threading granularity (default is 1)
///
/// @throw ValueError if @a outsideWidth is negative or @a insideWidth is
/// not negative (as defined by math::isNegative).
template<typename TreeT>
void
pruneLevelSet(TreeT& tree,
              const typename TreeT::ValueType& outsideWidth,
              const typename TreeT::ValueType& insideWidth,
              bool threaded = true,
              size_t grainSize = 1);
 
 
////////////////////////////////////////////////
 
 
template<typename TreeT, Index TerminationLevel = 0>
class InactivePruneOp
{
public:
    using ValueT = typename TreeT::ValueType;
    using RootT = typename TreeT::RootNodeType;
    using LeafT = typename TreeT::LeafNodeType;
    static_assert(RootT::LEVEL > TerminationLevel, "TerminationLevel out of range");
 
    InactivePruneOp(TreeT& tree) : mValue(tree.background())
    {
        tree.clearAllAccessors();//clear cache of nodes that could be pruned
    }
 
    InactivePruneOp(TreeT& tree, const ValueT& v) : mValue(v)
    {
        tree.clearAllAccessors();//clear cache of nodes that could be pruned
    }
 
    // Nothing to do at the leaf node level
    void operator()(LeafT&) const {}
 
    // Prune the child nodes of the internal nodes
    template<typename NodeT>
    void operator()(NodeT& node) const
    {
        if (NodeT::LEVEL > TerminationLevel) {
            for (typename NodeT::ChildOnIter it=node.beginChildOn(); it; ++it) {
                if (it->isInactive()) node.addTile(it.pos(), mValue, false);
            }
        }
    }
 
    // Prune the child nodes of the root node
    void operator()(RootT& root) const
    {
        for (typename RootT::ChildOnIter it = root.beginChildOn(); it; ++it) {
            if (it->isInactive()) root.addTile(it.getCoord(), mValue, false);
        }
        root.eraseBackgroundTiles();
    }
 
private:
    const ValueT mValue;
};// InactivePruneOp
 
 
template<typename TreeT, Index TerminationLevel = 0>
class TolerancePruneOp
{
public:
    using ValueT = typename TreeT::ValueType;
    using RootT = typename TreeT::RootNodeType;
    using LeafT = typename TreeT::LeafNodeType;
    static_assert(RootT::LEVEL > TerminationLevel, "TerminationLevel out of range");
 
    TolerancePruneOp(TreeT& tree, const ValueT& tol) : mTolerance(tol)
    {
        tree.clearAllAccessors();//clear cache of nodes that could be pruned
    }
 
    // Prune the child nodes of the root node
    inline void operator()(RootT& root) const
    {
        ValueT value;
        bool   state;
        for (typename RootT::ChildOnIter it = root.beginChildOn(); it; ++it) {
            if (this->isConstant(*it, value, state)) root.addTile(it.getCoord(), value, state);
        }
        root.eraseBackgroundTiles();
    }
 
    // Prune the child nodes of the internal nodes
    template<typename NodeT>
    inline void operator()(NodeT& node) const
    {
        if (NodeT::LEVEL > TerminationLevel) {
            ValueT value;
            bool   state;
            for (typename NodeT::ChildOnIter it=node.beginChildOn(); it; ++it) {
                if (this->isConstant(*it, value, state)) node.addTile(it.pos(), value, state);
            }
        }
    }
 
    // Nothing to do at the leaf node level
    inline void operator()(LeafT&) const {}
 
private:
    // Private method specialized for leaf nodes
    inline ValueT median(LeafT& leaf) const {return leaf.medianAll(leaf.buffer().data());}
 
    // Private method for internal nodes
    template<typename NodeT>
    inline typename NodeT::ValueType median(NodeT& node) const
    {
        using UnionT = typename NodeT::UnionType;
        UnionT* data = const_cast<UnionT*>(node.getTable());//never do this at home kids :)
        static const size_t midpoint = (NodeT::NUM_VALUES - 1) >> 1;
        auto op = [](const UnionT& a, const UnionT& b) {
            return math::cwiseLessThan(a.getValue(), b.getValue());
        };
        std::nth_element(data, data + midpoint, data + NodeT::NUM_VALUES, op);
        return data[midpoint].getValue();
    }
 
    // Specialization to nodes templated on booleans values
    template<typename NodeT>
    inline
    typename std::enable_if<std::is_same<bool, typename NodeT::ValueType>::value, bool>::type
    isConstant(NodeT& node, bool& value, bool& state) const
    {
        return node.isConstant(value, state, mTolerance);
    }
 
    // Nodes templated on non-boolean values
    template<typename NodeT>
    inline
    typename std::enable_if<!std::is_same<bool, typename NodeT::ValueType>::value, bool>::type
    isConstant(NodeT& node, ValueT& value, bool& state) const
    {
        ValueT tmp;
        const bool test = node.isConstant(value, tmp, state, mTolerance);
        if (test) value = this->median(node);
        return test;
    }
 
    const ValueT mTolerance;
};// TolerancePruneOp
 
 
template<typename TreeT, Index TerminationLevel = 0>
class LevelSetPruneOp
{
public:
    using ValueT = typename TreeT::ValueType;
    using RootT = typename TreeT::RootNodeType;
    using LeafT = typename TreeT::LeafNodeType;
    static_assert(RootT::LEVEL > TerminationLevel, "TerminationLevel out of range");
 
    LevelSetPruneOp(TreeT& tree)
        : mOutside(tree.background())
        , mInside(math::negative(mOutside))
    {
        if (math::isNegative(mOutside)) {
            OPENVDB_THROW(ValueError,
                          "LevelSetPruneOp: the background value cannot be negative!");
        }
        tree.clearAllAccessors();//clear cache of nodes that could be pruned
    }
 
    LevelSetPruneOp(TreeT& tree, const ValueT& outside, const ValueT& inside)
        : mOutside(outside)
        , mInside(inside)
    {
        if (math::isNegative(mOutside)) {
            OPENVDB_THROW(ValueError,
                          "LevelSetPruneOp: the outside value cannot be negative!");
        }
        if (!math::isNegative(mInside)) {
            OPENVDB_THROW(ValueError,
                          "LevelSetPruneOp: the inside value must be negative!");
        }
        tree.clearAllAccessors();//clear cache of nodes that could be pruned
    }
 
    // Nothing to do at the leaf node level
    void operator()(LeafT&) const {}
 
    // Prune the child nodes of the internal nodes
    template<typename NodeT>
    void operator()(NodeT& node) const
    {
        if (NodeT::LEVEL > TerminationLevel) {
            for (typename NodeT::ChildOnIter it=node.beginChildOn(); it; ++it) {
                if (it->isInactive()) node.addTile(it.pos(), this->getTileValue(it), false);
            }
        }
    }
 
    // Prune the child nodes of the root node
    void operator()(RootT& root) const
    {
        for (typename RootT::ChildOnIter it = root.beginChildOn(); it; ++it) {
            if (it->isInactive()) root.addTile(it.getCoord(), this->getTileValue(it), false);
        }
        root.eraseBackgroundTiles();
    }
 
private:
    template <typename IterT>
    inline ValueT getTileValue(const IterT& iter) const
    {
        return  math::isNegative(iter->getFirstValue()) ? mInside : mOutside;
    }
 
    const ValueT mOutside, mInside;
};// LevelSetPruneOp
 
 
template<typename TreeT>
void
prune(TreeT& tree, typename TreeT::ValueType tol, bool threaded, size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-2> nodes(tree);
    TolerancePruneOp<TreeT> op(tree, tol);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
template<typename TreeT>
void
pruneTiles(TreeT& tree, typename TreeT::ValueType tol, bool threaded, size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-3> nodes(tree);
    TolerancePruneOp<TreeT> op(tree, tol);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
template<typename TreeT>
void
pruneInactive(TreeT& tree, bool threaded, size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-2> nodes(tree);
    InactivePruneOp<TreeT> op(tree);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
template<typename TreeT>
void
pruneInactiveWithValue(TreeT& tree, const typename TreeT::ValueType& v,
    bool threaded, size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-2> nodes(tree);
    InactivePruneOp<TreeT> op(tree, v);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
template<typename TreeT>
void
pruneLevelSet(TreeT& tree,
              const typename TreeT::ValueType& outside,
              const typename TreeT::ValueType& inside,
              bool threaded,
              size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-2> nodes(tree);
    LevelSetPruneOp<TreeT> op(tree, outside, inside);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
template<typename TreeT>
void
pruneLevelSet(TreeT& tree, bool threaded, size_t grainSize)
{
    tree::NodeManager<TreeT, TreeT::DEPTH-2> nodes(tree);
    LevelSetPruneOp<TreeT> op(tree);
    nodes.foreachBottomUp(op, threaded, grainSize);
}
 
 
////////////////////////////////////////
 
 
// Explicit Template Instantiation
 
#ifdef OPENVDB_USE_EXPLICIT_INSTANTIATION
 
#ifdef OPENVDB_INSTANTIATE_PRUNE
#include <openvdb/util/ExplicitInstantiation.h>
#endif
 
#define _FUNCTION(TreeT) \
    void prune(TreeT&, TreeT::ValueType, bool, size_t)
OPENVDB_VOLUME_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#define _FUNCTION(TreeT) \
    void pruneTiles(TreeT&, TreeT::ValueType, bool, size_t)
OPENVDB_VOLUME_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#define _FUNCTION(TreeT) \
    void pruneInactive(TreeT&, bool, size_t)
OPENVDB_VOLUME_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#define _FUNCTION(TreeT) \
    void pruneInactiveWithValue(TreeT&, const TreeT::ValueType&, bool, size_t)
OPENVDB_VOLUME_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#define _FUNCTION(TreeT) \
    void pruneLevelSet(TreeT&, bool, size_t)
OPENVDB_REAL_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#define _FUNCTION(TreeT) \
    void pruneLevelSet(TreeT&, const TreeT::ValueType&, const TreeT::ValueType&, bool, size_t)
OPENVDB_REAL_TREE_INSTANTIATE(_FUNCTION)
#undef _FUNCTION
 
#endif // OPENVDB_USE_EXPLICIT_INSTANTIATION
 
 
} // namespace tools
} // namespace OPENVDB_VERSION_NAME
} // namespace openvdb
 
#endif // OPENVDB_TOOLS_PRUNE_HAS_BEEN_INCLUDED