Michael Uleysky
2 years ago
2 changed files with 413 additions and 1 deletions
@ -0,0 +1,404 @@
|
||||
#pragma once |
||||
#include "DataAdapters/ncfilealt.h" |
||||
#include "ParseArgs.h" |
||||
#include "mdatetime.h" |
||||
#include "simple2ddata.h" |
||||
#include "specfunc.h" |
||||
#include <memory> |
||||
#include <regex.h> |
||||
#include <set> |
||||
#include <stdlib.h> |
||||
#include <sys/types.h> |
||||
|
||||
using michlib::Ceil; |
||||
using michlib::errmessage; |
||||
using michlib::Floor; |
||||
using michlib::GPL; |
||||
using michlib::int2; |
||||
using michlib::MDateTime; |
||||
using michlib::NCFileA; |
||||
using michlib::ToGeoDomainPos; |
||||
|
||||
class HYCOMData |
||||
{ |
||||
enum Type |
||||
{ |
||||
TYPE_UNKNOWN, |
||||
TYPE_REANALYSIS, |
||||
TYPE_HINDCAST, |
||||
TYPE_FORECAST |
||||
}; |
||||
|
||||
struct Parameters: public BaseParameters |
||||
{ |
||||
size_t xb, yb, xe, ye, layer; |
||||
MString varname; |
||||
virtual ~Parameters() override = default; |
||||
}; |
||||
|
||||
std::vector<NCFileA> nc; |
||||
std::vector<MString> urls; |
||||
std::vector<real> depths; |
||||
std::vector<MDateTime> times; |
||||
size_t nx, ny; |
||||
real lonb, latb, lone, late; |
||||
real lonstep, latstep; |
||||
Type type = TYPE_UNKNOWN; |
||||
|
||||
public: |
||||
using Data = Simple2DData; |
||||
|
||||
private: |
||||
template<class DataType> Data ReadVarRaw(const NCFileA& f, const MString& name, size_t i, bool nodepth, const Parameters* p) const |
||||
{ |
||||
real unitmul = 1.0; |
||||
DataType fill; |
||||
real offset = 0.0, scale = 1.0; |
||||
|
||||
{ |
||||
auto a_fill = f.A<DataType>(name, "_FillValue"); |
||||
auto a_offset_d = f.A<double>(name, "add_offset"); |
||||
auto a_scale_d = f.A<double>(name, "scale_factor"); |
||||
auto a_offset_f = f.A<float>(name, "add_offset"); |
||||
auto a_scale_f = f.A<float>(name, "scale_factor"); |
||||
if(!a_fill) return Data(); |
||||
fill = a_fill; |
||||
if(a_offset_d) offset = a_offset_d; |
||||
if(a_scale_d) scale = a_scale_d; |
||||
if(a_offset_f) offset = a_offset_f; |
||||
if(a_scale_f) scale = a_scale_f; |
||||
} |
||||
|
||||
auto unit = f.A<MString>(name, "units"); |
||||
if(unit && (unit.Get() == "m s-1" || unit.Get() == "m/s")) unitmul = 100.0; |
||||
|
||||
Data data((p->xb < p->xe) ? (p->xe - p->xb + 1) : (nx + p->xe - p->xb + 1), p->ye - p->yb + 1, Lon(p->xb), Lat(p->yb), lonstep, latstep); |
||||
|
||||
if(p->xb < p->xe) |
||||
{ |
||||
auto var = nodepth ? f.V<DataType>(name, {"lon", p->xb, p->xe - p->xb + 1}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}) |
||||
: f.V<DataType>(name, {"lon", p->xb, p->xe - p->xb + 1}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}, {"depth", p->layer, 1}); |
||||
|
||||
if(!var) return Data(); |
||||
if(var.DimLen(0) != data.Nx() || var.DimLen(1) != data.Ny()) return Data(); |
||||
|
||||
for(size_t ix = 0; ix < var.DimLen(0); ix++) |
||||
for(size_t iy = 0; iy < var.DimLen(1); iy++) |
||||
{ |
||||
DataType v = var(ix, iy); |
||||
data(ix, iy) = (v == fill) ? Data::Fillval() : ((v * scale + offset) * unitmul); |
||||
} |
||||
} |
||||
else |
||||
{ |
||||
auto var1 = nodepth ? f.V<DataType>(name, {"lon", p->xb}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}) |
||||
: f.V<DataType>(name, {"lon", p->xb}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}, {"depth", p->layer, 1}); |
||||
auto var2 = nodepth ? f.V<DataType>(name, {"lon", 0, p->xe + 1}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}) |
||||
: f.V<DataType>(name, {"lon", 0, p->xe + 1}, {"lat", p->yb, p->ye - p->yb + 1}, {"time", i, 1}, {"depth", p->layer, 1}); |
||||
if(!(var1 && var2)) return Data(); |
||||
if((var1.DimLen(0) + var2.DimLen(0)) != data.Nx() || var1.DimLen(1) != data.Ny() || var2.DimLen(1) != data.Ny()) return Data(); |
||||
for(size_t ix = 0; ix < var1.DimLen(0); ix++) |
||||
for(size_t iy = 0; iy < var1.DimLen(1); iy++) |
||||
{ |
||||
DataType v = var1(ix, iy); |
||||
data(ix, iy) = (v == fill) ? Data::Fillval() : ((v * scale + offset) * unitmul); |
||||
} |
||||
for(size_t ix = 0; ix < var2.DimLen(0); ix++) |
||||
for(size_t iy = 0; iy < var2.DimLen(1); iy++) |
||||
{ |
||||
DataType v = var2(ix, iy); |
||||
data(ix + var1.DimLen(0), iy) = (v == fill) ? Data::Fillval() : ((v * scale + offset) * unitmul); |
||||
} |
||||
} |
||||
return data; |
||||
} |
||||
|
||||
static MString VName2IName(const MString& vname) |
||||
{ |
||||
if(vname == "temp") return "water_temp"; |
||||
if(vname == "sal") return "salinity"; |
||||
if(vname == "ssh") return "surf_el"; |
||||
return ""; |
||||
} |
||||
|
||||
public: |
||||
Data Read(const BaseParameters* ip, size_t i) const |
||||
{ |
||||
if(!isOk()) return Data(); |
||||
bool nodepth = false; |
||||
|
||||
auto p = dynamic_cast<const struct Parameters*>(ip); |
||||
MString name = VName2IName(p->varname); |
||||
for(const auto& f: nc) |
||||
{ |
||||
auto head = f.Header(); |
||||
for(const auto& v: head.Variables()) |
||||
if(v.Name() == name) |
||||
{ |
||||
if(v.Dimensions().size() == 3) nodepth = true; |
||||
if(v.Type().Id() == NC_SHORT) return ReadVarRaw<int2>(f, name, i, nodepth, p); |
||||
if(v.Type().Id() == NC_FLOAT) return ReadVarRaw<float>(f, name, i, nodepth, p); |
||||
} |
||||
} |
||||
return Data(); |
||||
} |
||||
|
||||
bool HasVar(const MString vname) const |
||||
{ |
||||
MString name = VName2IName(vname); |
||||
if(name == "") return false; |
||||
|
||||
for(const auto& f: nc) |
||||
{ |
||||
auto head = f.Header(); |
||||
for(const auto& v: head.Variables()) |
||||
if(v.Name() == name) return true; |
||||
} |
||||
return false; |
||||
} |
||||
|
||||
public: |
||||
HYCOMData() = default; |
||||
|
||||
// TODO: RetVal
|
||||
MString Open(const CLArgs& args) |
||||
{ |
||||
MString dataset = args.contains("dataset") ? args.at("dataset") : "Forecast"; |
||||
|
||||
nc.clear(); |
||||
|
||||
if(dataset == "Forecast") |
||||
{ |
||||
urls = {"https://tds.hycom.org/thredds/dodsC/GLBy0.08/expt_93.0/FMRC/GLBy0.08_930_FMRC_best.ncd"}; |
||||
type = TYPE_FORECAST; |
||||
} |
||||
else if(dataset == "Hindcast") |
||||
{ |
||||
urls = {"https://tds.hycom.org/thredds/dodsC/GLBy0.08/expt_93.0"}; |
||||
type = TYPE_HINDCAST; |
||||
} |
||||
else if(dataset == "Reanalysis") |
||||
{ |
||||
urls.clear(); |
||||
for(size_t i = 1994; i <= 2015; i++) urls.push_back("https://tds.hycom.org/thredds/dodsC/GLBv0.08/expt_53.X/data/" + MString(i)); |
||||
type = TYPE_REANALYSIS; |
||||
} |
||||
else |
||||
return "Unknown dataset: " + dataset; |
||||
|
||||
nc.resize(urls.size()); |
||||
for(size_t i = 0; i < urls.size(); i++) |
||||
{ |
||||
nc[i].Reset(urls[i]+"#cache&noprefetch"); |
||||
if(!nc[i]) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't connect to database"; |
||||
} |
||||
} |
||||
|
||||
auto rdepths = nc[0].V<double>("depth"); |
||||
if(!rdepths) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't read depths"; |
||||
} |
||||
depths.resize(rdepths.DimLen(0)); |
||||
for(size_t i = 0; i < depths.size(); i++) depths[i] = rdepths(i); |
||||
|
||||
auto timeD = nc[0].V<double>("time"); |
||||
auto timeF = nc[0].V<float>("time"); |
||||
if(!(timeD || timeF)) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't read times"; |
||||
} |
||||
|
||||
MDateTime refdate; |
||||
{ |
||||
auto units = nc[0].Attribute<MString>("time", "units"); |
||||
if(!units) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't read refdate"; |
||||
} |
||||
MString rstr; |
||||
auto words = michlib::Split_on_words(units); |
||||
auto ci = words.begin(); |
||||
if(ci != words.end()) ci++; // skip "hours"
|
||||
if(ci != words.end()) ci++; // skip "since"
|
||||
if(ci != words.end()) rstr = *ci; // Day
|
||||
if(ci != words.end()) ci++; |
||||
if(ci != words.end()) rstr += " " + *ci; // Hours
|
||||
if(!refdate.FromString(rstr)) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't parse " + rstr + " to refdate"; |
||||
} |
||||
} |
||||
|
||||
timeD ? times.resize(timeD.DimLen(0)) : times.resize(timeF.DimLen(0)); |
||||
for(size_t i = 0; i < times.size(); i++) times[i] = refdate + static_cast<time_t>(timeD ? timeD(i) : timeF(i)) * 3600; |
||||
|
||||
auto nlon = nc[0].D("lon"); |
||||
auto nlat = nc[0].D("lat"); |
||||
if(!(nlon && nlat)) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't get number of longitudes/latitudes"; |
||||
} |
||||
nx = nlon; |
||||
ny = nlat; |
||||
|
||||
auto lons = nc[0].V<double>("lon"); |
||||
auto lats = nc[0].V<double>("lat"); |
||||
if(!(lons && lats)) |
||||
{ |
||||
nc.clear(); |
||||
return "Can't get longitudes/latitudes"; |
||||
} |
||||
lonb = lons(0); |
||||
latb = lats(0); |
||||
lone = lons(nx - 1); |
||||
late = lats(ny - 1); |
||||
lonstep = (lone - lonb) / (nx - 1); |
||||
latstep = (late - latb) / (ny - 1); |
||||
|
||||
return ""; |
||||
} |
||||
|
||||
MString Info() const |
||||
{ |
||||
if(!isOk()) return ""; |
||||
MString d; |
||||
for(size_t i = 0; i < NDepths(); i++) d += MString(" ") + "(" + i + " " + Depth(i) + ")"; |
||||
|
||||
std::set<MString> vars; |
||||
for(const auto& f: nc) |
||||
{ |
||||
auto head = f.Header(); |
||||
for(const auto& v: head.Variables()) |
||||
{ |
||||
if(v.Name() == "water_temp") vars.emplace("temp"); |
||||
if(v.Name() == "salinity") vars.emplace("sal"); |
||||
if(v.Name() == "surf_el") vars.emplace("ssh"); |
||||
} |
||||
} |
||||
MString svars; |
||||
{ |
||||
bool first = true; |
||||
for(const auto& v: vars) |
||||
{ |
||||
svars += (first ? "" : ", ") + v; |
||||
first = false; |
||||
} |
||||
} |
||||
|
||||
// clang-format off
|
||||
return |
||||
"Dataset: " + Title() + "\n" + |
||||
" Begin date: " + Time(0).ToString() + "\n" + |
||||
" End date: " + Time(NTimes()-1).ToString() + "\n" + |
||||
" Time step: " + Timestep() + " seconds\n" + |
||||
" Time moments: " + NTimes() + "\n" + |
||||
" Region: (" + lonb + " : " + lone + ") x (" + latb + " : " + late + ")\n" + |
||||
" Grid: " + nx + "x" + ny + " (" + lonstep + " x " + latstep + ")\n" + |
||||
" Depths:" + d + "\n" + |
||||
" Supported variables: " + svars; |
||||
// clang-format on
|
||||
} |
||||
|
||||
std::pair<const BaseParameters*, MString> Parameters(michlib_internal::ParameterListEx& pars, const CLArgs& args) const |
||||
{ |
||||
std::unique_ptr<struct Parameters> ppar{new struct Parameters}; |
||||
|
||||
if(!args.contains("var")) return {nullptr, "Variable not specified"}; |
||||
ppar->varname = args.at("var"); |
||||
if(!HasVar(ppar->varname)) return {nullptr, "Variable " + ppar->varname + " not exists in this dataset"}; |
||||
if(args.contains("layer")) ppar->layer = args.at("layer").ToInteger<size_t>(); |
||||
if(!args.contains("depth") && ppar->layer >= NDepths()) return {nullptr, MString("Layer ") + ppar->layer + " is too deep!"}; |
||||
real depth = args.contains("depth") ? args.at("depth").ToReal() : Depth(ppar->layer); |
||||
|
||||
if(!(args.contains("lonb") && args.contains("lone") && args.contains("latb") && args.contains("late"))) return {nullptr, "Region not specified (lonb, lone, latb, late)"}; |
||||
|
||||
{ |
||||
real lon1 = ToGeoDomainPos(args.at("lonb").ToReal()); |
||||
real lon2 = ToGeoDomainPos(args.at("lone").ToReal()); |
||||
real lat1 = ToGeoDomainPos(args.at("latb").ToReal()); |
||||
real lat2 = ToGeoDomainPos(args.at("late").ToReal()); |
||||
|
||||
ppar->yb = static_cast<size_t>(Floor((lat1 - latb) / latstep)); |
||||
ppar->ye = static_cast<size_t>(Ceil((lat2 - latb) / latstep)); |
||||
if(ppar->ye > ny - 1) ppar->ye = ny - 1; |
||||
if(ppar->yb >= ppar->ye) return {nullptr, "Latb must be lesser then late"}; |
||||
|
||||
ppar->xb = static_cast<size_t>(Floor((lon1 - lonb) / lonstep)); |
||||
ppar->xe = static_cast<size_t>(Ceil((lon2 - lonb) / lonstep)); |
||||
|
||||
if(ppar->xb == ppar->xe) return {nullptr, "Lonb must be not equal late"}; |
||||
|
||||
if(depth < 0.0 || depth > depths.back()) |
||||
ppar->layer = (depth < 0.0) ? 0 : (depths.size() - 1); |
||||
else |
||||
for(size_t i = 0; i < depths.size() - 1; i++) |
||||
{ |
||||
if(depth >= depths[i] && depth <= depths[i + 1]) |
||||
{ |
||||
ppar->layer = (depth - depths[i] <= depths[i + 1] - depth) ? i : (i + 1); |
||||
break; |
||||
} |
||||
} |
||||
} |
||||
|
||||
pars.SetParameter("variable", ppar->varname); |
||||
pars.SetParameter("depth", Depth(ppar->layer)); |
||||
pars.SetParameter("layer", ppar->layer); |
||||
pars.SetParameter("dataset", Title()); |
||||
pars.SetParameter("lonb", Lon(ppar->xb)); |
||||
pars.SetParameter("latb", Lat(ppar->yb)); |
||||
pars.SetParameter("lone", Lon(ppar->xe)); |
||||
pars.SetParameter("late", Lat(ppar->ye)); |
||||
|
||||
return {ppar.release(), ""}; |
||||
} |
||||
|
||||
MString Dump(const struct Parameters* ppar) const |
||||
{ |
||||
// clang-format off
|
||||
return |
||||
"Current settings:\n" + MString() + |
||||
" Longitudes: from " + Lon(ppar->xb) + " (" + ppar->xb + ") to "+ Lon(ppar->xe) + " (" + ppar->xe + ")\n" + |
||||
" Latitudes: from " + Lat(ppar->yb) + " (" + ppar->yb + ") to "+ Lat(ppar->ye) + " (" + ppar->ye + ")\n" + |
||||
" Depth: layer " + ppar->layer + ", depth " + Depth(ppar->layer) + " m\n"; |
||||
// clang-format on
|
||||
} |
||||
|
||||
real Lon(size_t ix) const { return isOk() ? (lonb + ix * lonstep) : -1000.0; } |
||||
real Lat(size_t iy) const { return isOk() ? (latb + iy * latstep) : -1000.0; } |
||||
real Depth(size_t l) const { return isOk() ? depths[l] : -1000.0; } |
||||
time_t Timestep() const { return isOk() ? (times[1] - times[0]) : 0; } |
||||
MDateTime Time(size_t i) const |
||||
{ |
||||
if(!isOk() || i >= times.size()) return MDateTime(); |
||||
return times[i]; |
||||
} |
||||
|
||||
bool isOk() const { return nc.size() > 0; } |
||||
explicit operator bool() const { return nc.size() > 0; } |
||||
|
||||
size_t NDepths() const { return depths.size(); } |
||||
size_t NTimes() const { return times.size(); } |
||||
|
||||
MString Title() const |
||||
{ |
||||
switch(type) |
||||
{ |
||||
case(TYPE_REANALYSIS): return "GOFS 3.1: 41-layer HYCOM + NCODA Global 1/12 Reanalysis"; |
||||
case(TYPE_HINDCAST): return "GOFS 3.1: 41-layer HYCOM + NCODA Global 1/12 Analysis Hindcast"; |
||||
case(TYPE_FORECAST): return "GOFS 3.1: 41-layer HYCOM + NCODA Global 1/12 Analysis Forecast"; |
||||
default: return "No title"; |
||||
} |
||||
} |
||||
|
||||
static real Fillval() { return Data::Fillval(); } |
||||
}; |
Loading…
Reference in new issue