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#pragma once
#include "geohelpers.h"
#include "traits.h"
#include <vector>
using michlib::M_PI;
using michlib::real;
using michlib::Sqrt;
enum class Metric
{
EUCLID,
SPHERIC
};
class UVDataStorage
{
protected:
static constexpr real fillval = 1.0e10;
std::vector<real> u, v, u2;
size_t nx = 0, ny = 0;
Metric metric;
MString unit;
UVDataStorage() = default;
real D(real lon1, real lat1, real lon2, real lat2) const
{
switch(metric)
{
case(Metric::EUCLID): return michlib::Hypot(lon2 - lon1, lat2 - lat1);
// Spheric distance in km
case(Metric::SPHERIC): return michlib::GCD(lon1 * M_PI / 180.0, lat1 * M_PI / 180.0, lon2 * M_PI / 180.0, lat2 * M_PI / 180.0) * 6371.0;
}
return 0.0;
}
// For derivatives
real Ud(size_t ix, size_t iy) const { return IsCoast(ix, iy) ? 0.0 : U(ix, iy); }
real Vd(size_t ix, size_t iy) const { return IsCoast(ix, iy) ? 0.0 : V(ix, iy); }
void SetUnit(const MString& str) { unit = str; }
public:
enum STPOINT
{
SADDLE = 0,
SACICFOCUS,
SKNOT,
UACICFOCUS,
UKNOT,
SCICFOCUS,
UCICFOCUS,
NOPOINT
};
struct StPoint
{
real x = 0.0, y = 0.0;
STPOINT type = NOPOINT;
};
const real& U(size_t i) const { return u[i]; }
const real& V(size_t i) const { return v[i]; }
const real& U(size_t ix, size_t iy) const { return U(iy * nx + ix); }
const real& V(size_t ix, size_t iy) const { return V(iy * nx + ix); }
real& U(size_t i) { return u[i]; }
real& V(size_t i) { return v[i]; }
real& U(size_t ix, size_t iy) { return U(iy * nx + ix); }
real& V(size_t ix, size_t iy) { return V(iy * nx + ix); }
const real& U2(size_t i) const { return u2[i]; }
const real& U2(size_t ix, size_t iy) const { return U2(iy * nx + ix); }
real& U2(size_t i) { return u2[i]; }
real& U2(size_t ix, size_t iy) { return U2(iy * nx + ix); }
size_t N() const { return u.size(); }
size_t Nx() const { return nx; }
size_t Ny() const { return ny; }
explicit operator bool() const { return N() != 0; }
bool IsCoast(size_t i) const { return U(i) == fillval || V(i) == fillval; }
bool IsCoast(size_t ix, size_t iy) const { return U(ix, iy) == fillval || V(ix, iy) == fillval; }
bool IsFill(size_t i) const { return IsCoast(i); }
bool IsFill(size_t ix, size_t iy) const { return IsCoast(ix, iy); }
static real Fillval() { return fillval; }
const MString& Unit() const { return unit; }
const MString DUnit() const
{
switch(metric)
{
case(Metric::EUCLID): return "";
case(Metric::SPHERIC): return "km";
}
return "";
}
};
template<class OneVarData, bool isgrid> class UVDataDims;
template<class OneVarData> class UVDataDims<OneVarData, true>: public UVDataStorage
{
real x0 = 0.0, y0 = 0.0;
real xstep = 0.0, ystep = 0.0;
void Resize(size_t sz)
{
UVDataStorage::u.resize(sz);
UVDataStorage::v.resize(sz);
UVDataStorage::u2.resize(sz);
}
protected:
UVDataDims() = default;
UVDataDims(const OneVarData& u, const OneVarData& v, Metric m = Metric::SPHERIC)
{
if(!(u && v))
{
*this = UVDataDims();
return;
}
x0 = u.Lon(0);
y0 = u.Lat(0);
xstep = u.XStep();
ystep = u.YStep();
metric = m;
nx = u.Nx();
ny = u.Ny();
Resize(u.N());
for(size_t i = 0; i < u.N(); i++)
{
if(u(i) == u.Fillval() || v(i) == v.Fillval())
U(i) = V(i) = U2(i) = Fillval();
else
{
U(i) = u(i);
V(i) = v(i);
U2(i) = u(i) * u(i) + v(i) * v(i);
}
}
SetUnit(u.Unit());
}
public:
real Lon(size_t ix, [[maybe_unused]] size_t iy) const { return x0 + ix * xstep; }
real Lat([[maybe_unused]] size_t ix, size_t iy) const { return y0 + iy * ystep; }
real Lon(size_t i) const { return Lon(i % nx, i / nx); }
real Lat(size_t i) const { return Lat(i % nx, i / nx); }
real XStep() const { return xstep; }
real YStep() const { return ystep; }
real Ix2Lon(size_t ix) const { return x0 + ix * xstep; }
real Iy2Lat(size_t iy) const { return y0 + iy * ystep; }
};
template<class OneVarData> class UVDataDims<OneVarData, false>: public UVDataStorage
{
std::vector<real> lon, lat;
void Resize(size_t sz)
{
UVDataStorage::u.resize(sz);
UVDataStorage::v.resize(sz);
UVDataStorage::u2.resize(sz);
lon.resize(sz);
lat.resize(sz);
}
protected:
UVDataDims() = default;
UVDataDims(const OneVarData& u, const OneVarData& v, Metric m = Metric::SPHERIC)
{
if(!(u && v))
{
*this = UVDataDims();
return;
}
metric = m;
nx = u.Nx();
ny = u.Ny();
Resize(u.N());
for(size_t i = 0; i < u.N(); i++)
{
lon[i] = u.Lon(i);
lat[i] = u.Lat(i);
if(u(i) == u.Fillval() || v(i) == v.Fillval())
U(i) = V(i) = U2(i) = Fillval();
else
{
U(i) = u(i);
V(i) = v(i);
U2(i) = u(i) * u(i) + v(i) * v(i);
}
}
}
public:
real Lon(size_t ix, [[maybe_unused]] size_t iy) const { return Lon(nx * iy + ix); }
real Lat([[maybe_unused]] size_t ix, size_t iy) const { return Lat(nx * iy + ix); }
real Lon(size_t i) const { return lon[i]; }
real Lat(size_t i) const { return lat[i]; }
};
template<class OneVarData> class UVData: public UVDataDims<OneVarData, internal::HaveXYStep<OneVarData>>
{
using B = UVDataDims<OneVarData, internal::HaveXYStep<OneVarData>>;
using B::Ud, B::Vd, B::nx, B::ny, B::D;
// For stationary points. Works only for meridian-parallel grids.
real LonR(size_t i, size_t j, real x, [[maybe_unused]] real y) const { return B::Lon(i, j) + x * (B::Lon(i + 1, j) - B::Lon(i, j)); }
real LatR(size_t i, size_t j, [[maybe_unused]] real x, real y) const { return B::Lat(i, j) + y * (B::Lat(i, j + 1) - B::Lat(i, j)); }
real dUdX(size_t ix, size_t iy) const
{
if(IsCoast(ix, iy)) return Fillval();
if(ix == 0) return (Ud(1, iy) - Ud(0, iy)) / D(Lon(0, iy), Lat(0, iy), Lon(1, iy), Lat(1, iy));
if(ix == nx - 1) return (Ud(nx - 1, iy) - Ud(nx - 2, iy)) / D(Lon(nx - 2, iy), Lat(nx - 2, iy), Lon(nx - 1, iy), Lat(nx - 1, iy));
return 0.5 * ((Ud(ix + 1, iy) - Ud(ix, iy)) / D(Lon(ix, iy), Lat(ix, iy), Lon(ix + 1, iy), Lat(ix + 1, iy)) +
(Ud(ix, iy) - Ud(ix - 1, iy)) / D(Lon(ix - 1, iy), Lat(ix - 1, iy), Lon(ix, iy), Lat(ix, iy)));
}
real dVdX(size_t ix, size_t iy) const
{
if(IsCoast(ix, iy)) return Fillval();
if(ix == 0) return (Vd(1, iy) - Vd(0, iy)) / D(Lon(0, iy), Lat(0, iy), Lon(1, iy), Lat(1, iy));
if(ix == nx - 1) return (Vd(nx - 1, iy) - Vd(nx - 2, iy)) / D(Lon(nx - 2, iy), Lat(nx - 2, iy), Lon(nx - 1, iy), Lat(nx - 1, iy));
return 0.5 * ((Vd(ix + 1, iy) - Vd(ix, iy)) / D(Lon(ix, iy), Lat(ix, iy), Lon(ix + 1, iy), Lat(ix + 1, iy)) +
(Vd(ix, iy) - Vd(ix - 1, iy)) / D(Lon(ix - 1, iy), Lat(ix - 1, iy), Lon(ix, iy), Lat(ix, iy)));
}
real dUdY(size_t ix, size_t iy) const
{
if(IsCoast(ix, iy)) return Fillval();
if(iy == 0) return (Ud(ix, 1) - Ud(ix, 0)) / D(Lon(ix, 0), Lat(ix, 0), Lon(ix, 1), Lat(ix, 1));
if(iy == ny - 1) return (Ud(ix, ny - 1) - Ud(ix, ny - 2)) / D(Lon(ix, ny - 2), Lat(ix, ny - 2), Lon(ix, ny - 1), Lat(ix, ny - 1));
return 0.5 * ((Ud(ix, iy + 1) - Ud(ix, iy)) / D(Lon(ix, iy), Lat(ix, iy), Lon(ix, iy + 1), Lat(ix, iy + 1)) +
(Ud(ix, iy) - Ud(ix, iy - 1)) / D(Lon(ix, iy - 1), Lat(ix, iy - 1), Lon(ix, iy), Lat(ix, iy)));
}
real dVdY(size_t ix, size_t iy) const
{
if(IsCoast(ix, iy)) return Fillval();
if(iy == 0) return (Vd(ix, 1) - Vd(ix, 0)) / D(Lon(ix, 0), Lat(ix, 0), Lon(ix, 1), Lat(ix, 1));
if(iy == ny - 1) return (Vd(ix, ny - 1) - Vd(ix, ny - 2)) / D(Lon(ix, ny - 2), Lat(ix, ny - 2), Lon(ix, ny - 1), Lat(ix, ny - 1));
return 0.5 * ((Vd(ix, iy + 1) - Vd(ix, iy)) / D(Lon(ix, iy), Lat(ix, iy), Lon(ix, iy + 1), Lat(ix, iy + 1)) +
(Vd(ix, iy) - Vd(ix, iy - 1)) / D(Lon(ix, iy - 1), Lat(ix, iy - 1), Lon(ix, iy), Lat(ix, iy)));
}
public:
using B::Fillval, B::IsCoast, B::Lon, B::Lat, B::U, B::V, B::Nx, B::Ny;
UVData() = default;
UVData(const OneVarData& u, const OneVarData& v, Metric m = Metric::SPHERIC): B(u, v, m) {}
real Div(size_t i) const { return Div(i % nx, i / B::nx); }
real Rot(size_t i) const { return Rot(i % nx, i / B::nx); }
real Div(size_t ix, size_t iy) const
{
if(!*this) return 0.0;
real ux = dUdX(ix, iy);
real vy = dVdY(ix, iy);
return (ux == Fillval() || vy == Fillval()) ? Fillval() : (ux + vy);
}
real Rot(size_t ix, size_t iy) const
{
if(!*this) return 0.0;
real vx = dVdX(ix, iy);
real uy = dUdY(ix, iy);
return (vx == Fillval() || uy == Fillval()) ? Fillval() : (vx - uy);
}
// Okubo-Weiss parameter
real OW(size_t i) const { return OW(i % nx, i / nx); }
real OW(size_t ix, size_t iy) const
{
if(!*this) return 0.0;
real ux = dUdX(ix, iy);
real uy = dUdY(ix, iy);
real vx = dVdX(ix, iy);
real vy = dVdY(ix, iy);
if(ux == Fillval() || uy == Fillval() || vx == Fillval() || vy == Fillval()) return Fillval();
real sn = ux - vy;
real ss = vx + uy;
real w = vx - uy;
return sn * sn + ss * ss - w * w;
}
auto StablePoints(size_t ix, size_t iy) const
{
std::vector<struct B::StPoint> points;
if(!*this) return points;
if(ix >= Nx() - 1 || iy >= Ny() - 1) return points;
if(IsCoast(ix, iy) || IsCoast(ix + 1, iy) || IsCoast(ix, iy + 1) || IsCoast(ix + 1, iy + 1)) return points;
real au = U(ix, iy) - U(ix, iy + 1) - U(ix + 1, iy) + U(ix + 1, iy + 1);
real bu = U(ix, iy + 1) - U(ix, iy);
real cu = U(ix + 1, iy) - U(ix, iy);
real du = U(ix, iy);
real av = V(ix, iy) - V(ix, iy + 1) - V(ix + 1, iy) + V(ix + 1, iy + 1);
real bv = V(ix, iy + 1) - V(ix, iy);
real cv = V(ix + 1, iy) - V(ix, iy);
real dv = V(ix, iy);
real D = au * bv - av * bu;
real a = (au * av * cu - au * au * cv) / D;
real b = (au * bv * cu - au * bu * cv + au * av * du - au * au * dv) / D;
real c = (au * bv * du - au * bu * dv) / D;
real des = b * b - 4.0 * a * c;
if(des < 0) return points;
des = Sqrt(des);
real p = av * cu - au * cv;
real q = av * bu - au * bv;
real r = av * du - au * dv;
real x1 = 0.5 * (-b + des) / a;
real x2 = 0.5 * (-b - des) / a;
real y1 = -(p * x1 + r) / q;
real y2 = -(p * x2 + r) / q;
auto PointType = [au = au, av = av, bu = bu, bv = bv, cu = cu, cv = cv](real x, real y) -> auto
{
real a = 1.0;
real b = -y * au - x * av - bv - cu;
real c = y * (au * bv - av * bu) + x * (av * cu - au * cv) + bv * cu - bu * cv;
real des = b * b - 4.0 * a * c;
if(des > 0.0)
{
if(std::max(-b + Sqrt(des), -b - Sqrt(des)) > 0.0 && c > 0.0)
return UVDataStorage::UKNOT;
else if(std::max(-b + Sqrt(des), -b - Sqrt(des)) > 0.0)
return UVDataStorage::SADDLE;
else
return UVDataStorage::SKNOT;
}
else
{
bool acyclcrit = (av * y + cv > 0.0);
if(b < 0.0)
return acyclcrit ? UVDataStorage::SACICFOCUS : UVDataStorage::SCICFOCUS;
else
return acyclcrit ? UVDataStorage::UACICFOCUS : UVDataStorage::UCICFOCUS;
}
};
if(x1 >= 0.0 && x1 < 1.0 && y1 >= 0.0 && y1 < 1.0) points.emplace_back(LonR(ix, iy, x1, y1), LatR(ix, iy, x1, y1), PointType(x1, y1));
if(x2 >= 0.0 && x2 < 1.0 && y2 >= 0.0 && y2 < 1.0) points.emplace_back(LonR(ix, iy, x2, y2), LatR(ix, iy, x2, y2), PointType(x2, y2));
return points;
}
};