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#ifndef DNN_GEOMETRY_EUCLIDEAN_DYNAMIC_H
#define DNN_GEOMETRY_EUCLIDEAN_DYNAMIC_H
#include <vector>
#include <algorithm>
#include <boost/iterator/iterator_facade.hpp>
#include <boost/serialization/access.hpp>
#include <boost/serialization/vector.hpp>
#include <cmath>
#include "hera_infinity.h"
namespace hera
{
namespace ws
{
namespace dnn
{
template<class Real_>
class DynamicPointVector
{
public:
using Real = Real_;
struct PointType
{
void* p;
Real& operator[](const int i)
{
return (static_cast<Real*>(p))[i];
}
const Real& operator[](const int i) const
{
return (static_cast<Real*>(p))[i];
}
};
struct iterator;
typedef iterator const_iterator;
public:
DynamicPointVector(size_t point_capacity = 0):
point_capacity_(point_capacity) {}
PointType operator[](size_t i) const { return {(void*) &storage_[i*point_capacity_]}; }
inline void push_back(PointType p);
inline iterator begin();
inline iterator end();
inline const_iterator begin() const;
inline const_iterator end() const;
size_t size() const { return storage_.size() / point_capacity_; }
void clear() { storage_.clear(); }
void swap(DynamicPointVector& other) { storage_.swap(other.storage_); std::swap(point_capacity_, other.point_capacity_); }
void reserve(size_t sz) { storage_.reserve(sz * point_capacity_); }
void resize(size_t sz) { storage_.resize(sz * point_capacity_); }
private:
size_t point_capacity_;
std::vector<char> storage_;
private:
friend class boost::serialization::access;
template<class Archive>
void serialize(Archive& ar, const unsigned int version) { ar & point_capacity_ & storage_; }
};
template<typename Real>
struct DynamicPointTraits
{
typedef DynamicPointVector<Real> PointContainer;
typedef typename PointContainer::PointType PointType;
struct PointHandle
{
void* p;
bool operator==(const PointHandle& other) const { return p == other.p; }
bool operator!=(const PointHandle& other) const { return !(*this == other); }
bool operator<(const PointHandle& other) const { return p < other.p; }
bool operator>(const PointHandle& other) const { return p > other.p; }
};
typedef Real Coordinate;
typedef Real DistanceType;
DynamicPointTraits(unsigned dim = 0):
dim_(dim) {}
DistanceType distance(PointType p1, PointType p2) const
{
Real result = 0.0;
if (hera::is_infinity(internal_p)) {
// max norm
for (unsigned i = 0; i < dimension(); ++i)
result = std::max(result, fabs(coordinate(p1,i) - coordinate(p2,i)));
} else if (internal_p == Real(1.0)) {
// l1-norm
for (unsigned i = 0; i < dimension(); ++i)
result += fabs(coordinate(p1,i) - coordinate(p2,i));
} else if (internal_p == Real(2.0)) {
result = sqrt(sq_distance(p1,p2));
} else {
assert(internal_p > 1.0);
for (unsigned i = 0; i < dimension(); ++i)
result += std::pow(fabs(coordinate(p1,i) - coordinate(p2,i)), internal_p);
result = std::pow(result, Real(1.0) / internal_p);
}
return result;
}
DistanceType distance(PointHandle p1, PointHandle p2) const { return distance(PointType({p1.p}), PointType({p2.p})); }
DistanceType sq_distance(PointType p1, PointType p2) const { Real res = 0; for (unsigned i = 0; i < dimension(); ++i) { Real c1 = coordinate(p1,i), c2 = coordinate(p2,i); res += (c1 - c2)*(c1 - c2); } return res; }
DistanceType sq_distance(PointHandle p1, PointHandle p2) const { return sq_distance(PointType({p1.p}), PointType({p2.p})); }
unsigned dimension() const { return dim_; }
Real& coordinate(PointType p, unsigned i) const { return ((Real*) p.p)[i]; }
Real& coordinate(PointHandle h, unsigned i) const { return ((Real*) h.p)[i]; }
// it's non-standard to return a reference, but we can rely on it for code that assumes this particular point type
size_t& id(PointType p) const { return *((size_t*) ((Real*) p.p + dimension())); }
size_t& id(PointHandle h) const { return *((size_t*) ((Real*) h.p + dimension())); }
PointHandle handle(PointType p) const { return {p.p}; }
PointType point(PointHandle h) const { return {h.p}; }
void swap(PointType p1, PointType p2) const { std::swap_ranges((char*) p1.p, ((char*) p1.p) + capacity(), (char*) p2.p); }
bool cmp(PointType p1, PointType p2) const { return std::lexicographical_compare((Real*) p1.p, ((Real*) p1.p) + dimension(), (Real*) p2.p, ((Real*) p2.p) + dimension()); }
bool eq(PointType p1, PointType p2) const { return std::equal((Real*) p1.p, ((Real*) p1.p) + dimension(), (Real*) p2.p); }
// non-standard, and possibly a weird name
size_t capacity() const { return sizeof(Real)*dimension() + sizeof(size_t); }
PointContainer container(size_t n = 0) const { PointContainer c(capacity()); c.resize(n); return c; }
PointContainer container(size_t n, const PointType& p) const;
typename PointContainer::iterator
iterator(PointContainer& c, PointHandle ph) const;
typename PointContainer::const_iterator
iterator(const PointContainer& c, PointHandle ph) const;
Real internal_p;
private:
unsigned dim_;
private:
friend class boost::serialization::access;
template<class Archive>
void serialize(Archive& ar, const unsigned int version) { ar & dim_; }
};
} // dnn
template<class Real>
struct dnn::DynamicPointVector<Real>::iterator:
public boost::iterator_facade<iterator,
PointType,
std::random_access_iterator_tag,
PointType,
std::ptrdiff_t>
{
typedef boost::iterator_facade<iterator,
PointType,
std::random_access_iterator_tag,
PointType,
std::ptrdiff_t> Parent;
public:
typedef typename Parent::value_type value_type;
typedef typename Parent::difference_type difference_type;
typedef typename Parent::reference reference;
iterator(size_t point_capacity = 0):
point_capacity_(point_capacity) {}
iterator(void* p, size_t point_capacity):
p_(p), point_capacity_(point_capacity) {}
private:
void increment() { p_ = ((char*) p_) + point_capacity_; }
void decrement() { p_ = ((char*) p_) - point_capacity_; }
void advance(difference_type n) { p_ = ((char*) p_) + n*point_capacity_; }
difference_type
distance_to(iterator other) const { return (((char*) other.p_) - ((char*) p_))/(int) point_capacity_; }
bool equal(const iterator& other) const { return p_ == other.p_; }
reference dereference() const { return {p_}; }
friend class ::boost::iterator_core_access;
private:
void* p_;
size_t point_capacity_;
};
template<class Real>
void dnn::DynamicPointVector<Real>::push_back(PointType p)
{
if (storage_.capacity() < storage_.size() + point_capacity_)
storage_.reserve(1.5*storage_.capacity());
storage_.resize(storage_.size() + point_capacity_);
std::copy((char*) p.p, (char*) p.p + point_capacity_, storage_.end() - point_capacity_);
}
template<class Real>
typename dnn::DynamicPointVector<Real>::iterator dnn::DynamicPointVector<Real>::begin() { return iterator((void*) &*storage_.begin(), point_capacity_); }
template<class Real>
typename dnn::DynamicPointVector<Real>::iterator dnn::DynamicPointVector<Real>::end() { return iterator((void*) &*storage_.end(), point_capacity_); }
template<class Real>
typename dnn::DynamicPointVector<Real>::const_iterator dnn::DynamicPointVector<Real>::begin() const { return const_iterator((void*) &*storage_.begin(), point_capacity_); }
template<class Real>
typename dnn::DynamicPointVector<Real>::const_iterator dnn::DynamicPointVector<Real>::end() const { return const_iterator((void*) &*storage_.end(), point_capacity_); }
template<typename R>
typename dnn::DynamicPointTraits<R>::PointContainer
dnn::DynamicPointTraits<R>::container(size_t n, const PointType& p) const
{
PointContainer c = container(n);
for (auto x : c)
std::copy((char*) p.p, (char*) p.p + capacity(), (char*) x.p);
return c;
}
template<typename R>
typename dnn::DynamicPointTraits<R>::PointContainer::iterator
dnn::DynamicPointTraits<R>::iterator(PointContainer& c, PointHandle ph) const
{ return typename PointContainer::iterator(ph.p, capacity()); }
template<typename R>
typename dnn::DynamicPointTraits<R>::PointContainer::const_iterator
dnn::DynamicPointTraits<R>::iterator(const PointContainer& c, PointHandle ph) const
{ return typename PointContainer::const_iterator(ph.p, capacity()); }
} // ws
} // hera
namespace std {
template<>
struct hash<typename hera::ws::dnn::DynamicPointTraits<double>::PointHandle>
{
using PointHandle = typename hera::ws::dnn::DynamicPointTraits<double>::PointHandle;
size_t operator()(const PointHandle& ph) const
{
return std::hash<void*>()(ph.p);
}
};
template<>
struct hash<typename hera::ws::dnn::DynamicPointTraits<float>::PointHandle>
{
using PointHandle = typename hera::ws::dnn::DynamicPointTraits<float>::PointHandle;
size_t operator()(const PointHandle& ph) const
{
return std::hash<void*>()(ph.p);
}
};
} // std
#endif
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