/*---------------------------------------------------------------------------*\
========= |
\\ / F ield | OpenFOAM: The Open Source CFD Toolbox
\\ / O peration | Website: https://openfoam.org
\\ / A nd | Copyright (C) 2011-2026 OpenFOAM Foundation
\\/ M anipulation |
-------------------------------------------------------------------------------
License
This file is part of OpenFOAM.
OpenFOAM is free software: you can redistribute it and/or modify it
under the terms of the GNU General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
OpenFOAM is distributed in the hope that it will be useful, but WITHOUT
ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License
for more details.
You should have received a copy of the GNU General Public License
along with OpenFOAM. If not, see .
\*---------------------------------------------------------------------------*/
#include "tabulatedDensity.H"
#include "unintegrable.H"
#include "SubField.H"
#include "addToRunTimeSelectionTable.H"
// * * * * * * * * * * * * * * Static Data Members * * * * * * * * * * * * * //
namespace Foam
{
namespace distributions
{
defineTypeNameAndDebug(tabulatedDensity, 0);
addToRunTimeSelectionTable(distribution, tabulatedDensity, dictionary);
}
}
// * * * * * * * * * * * * * * * * Constructors * * * * * * * * * * * * * * //
Foam::distributions::tabulatedDensity::tabulatedDensity
(
const unitSet& defaultUnits,
const dictionary& dict,
const label sampleQ,
randomGenerator&& rndGen
)
:
FieldDistribution
(
typeName,
defaultUnits,
dict,
sampleQ,
std::move(rndGen)
),
reader_
(
TableReader::New
(
word::null,
{defaultUnits, units::any},
dict
)
)
{
List> values =
reader_->read({defaultUnits, units::any}, dict, "distribution");
// Checks
forAll(values, i)
{
if (i && values[i].first() - values[i - 1].first() < 0)
{
FatalIOErrorInFunction(dict)
<< typeName << ": The probability density function is not "
<< "in order" << abort(FatalIOError);
}
if (values[i].second() < 0)
{
FatalIOErrorInFunction(dict)
<< typeName << ": The probability density function is not "
<< "positive" << abort(FatalIOError);
}
}
// Copy the coordinates
x_.resize(values.size());
forAll(values, i)
{
x_[i] = values[i].first();
}
// Copy the PDF. Scale if q != 0.
PDF_.resize(values.size());
forAll(values, i)
{
PDF_[i] = integerPow(x_[i], q())*values[i].second();
}
// Compute the CDF
CDF_.resize(values.size());
CDF_ = unintegrable::integrate(x_, PDF_);
// Normalise the PDF and the CDF
PDF_ /= CDF_.last();
CDF_ /= CDF_.last();
// More checks
validateBounds(dict);
if (q() != 0) validatePositive(dict);
}
Foam::distributions::tabulatedDensity::tabulatedDensity
(
const tabulatedDensity& d,
const label sampleQ
)
:
FieldDistribution(d, sampleQ),
reader_(d.reader_, false),
x_(d.x_),
PDF_(d.PDF_),
CDF_(d.CDF_)
{
if (q() == d.q()) return;
// Scale the PDF
PDF_ = integerPow(x_, q() - d.q())*d.PDF_;
// Compute the CDF
CDF_ = unintegrable::integrate(x_, PDF_);
// Normalise the PDF and the CDF
PDF_ /= CDF_.last();
CDF_ /= CDF_.last();
}
// * * * * * * * * * * * * * * * * Destructor * * * * * * * * * * * * * * * //
Foam::distributions::tabulatedDensity::~tabulatedDensity()
{}
// * * * * * * * * * * * * * * * Member Functions * * * * * * * * * * * * * //
Foam::scalar Foam::distributions::tabulatedDensity::sample() const
{
return unintegrable::sample(x_, PDF_, CDF_, rndGen_.sample01());
}
Foam::scalar Foam::distributions::tabulatedDensity::min() const
{
return x_.first();
}
Foam::scalar Foam::distributions::tabulatedDensity::max() const
{
return x_.last();
}
Foam::scalar Foam::distributions::tabulatedDensity::mean() const
{
return unintegrable::integrateX(x_, PDF_)->last();
}
Foam::tmp
Foam::distributions::tabulatedDensity::integralPDFxPow
(
const scalarField& x,
const label e,
const bool
) const
{
return unintegrable::interpolateIntegrateXPow(x_, e, PDF_, x);
}
void Foam::distributions::tabulatedDensity::write
(
Ostream& os,
const unitSet& units
) const
{
FieldDistribution::write(os, units);
// Recover the PDF
scalarField PDF(integerPow(x_, -q())*PDF_);
// Normalise the PDF
PDF /= unintegrable::integrate(x_, PDF)->last();
// Construct and write the values
List> values(PDF_.size());
forAll(values, i)
{
values[i].first() = x_[i];
values[i].second() = PDF[i];
}
reader_->write(os, {units, units::any}, values, "distribution");
}
Foam::tmp
Foam::distributions::tabulatedDensity::plotX(const label) const
{
const scalar x0 = min(), x1 = max(), d = 0.1*(x1 - x0);
tmp tResult(new scalarField(x_.size() + 4));
scalarField& result = tResult.ref();
result[0] = Foam::max(x0 - d, q() < 0 ? x0/2 : rootVSmall);
result[1] = x0;
SubField(result, x_.size(), 2) = x_;
result[x_.size() + 2] = x1;
result[x_.size() + 3] = x1 + d;
return tResult;
}
Foam::tmp
Foam::distributions::tabulatedDensity::plotPDF(const scalarField& x) const
{
tmp tResult(new scalarField(PDF_.size() + 4, 0));
scalarField& result = tResult.ref();
SubField(result, PDF_.size(), 2) = PDF_;
return tResult;
}
// ************************************************************************* //