tabulatedDensity.C

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License
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#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 unitConversion& defaultUnits,
    const dictionary& dict,
    const label sampleQ,
    randomGenerator&& rndGen
)
:
    FieldDistribution<distribution, tabulatedDensity>
    (
        typeName,
        defaultUnits,
        dict,
        sampleQ,
        std::move(rndGen)
    ),
    reader_
    (
        TableReader<scalar>::New(word::null, {defaultUnits, unitAny}, dict)
    )
{
    List<Tuple2<scalar, scalar>> values =
        reader_->read({defaultUnits, unitAny}, 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<distribution, tabulatedDensity>(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<scalar>());
}
 
 
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::scalarField>
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 unitConversion& units
) const
{
    FieldDistribution<distribution, tabulatedDensity>::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<Tuple2<scalar, scalar>> values(PDF_.size());
    forAll(values, i)
    {
        values[i].first() = x_[i];
        values[i].second() = PDF[i];
    }
    reader_->write(os, {units, unitAny}, values, "distribution");
}
 
 
Foam::tmp<Foam::scalarField>
Foam::distributions::tabulatedDensity::plotX(const label) const
{
    const scalar x0 = min(), x1 = max(), d = 0.1*(x1 - x0);
 
    tmp<scalarField> 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<scalar>(result, x_.size(), 2) = x_;
 
    result[x_.size() + 2] = x1;
    result[x_.size() + 3] = x1 + d;
 
    return tResult;
}
 
 
Foam::tmp<Foam::scalarField>
Foam::distributions::tabulatedDensity::plotPDF(const scalarField& x) const
{
    tmp<scalarField> tResult(new scalarField(PDF_.size() + 4, 0));
    scalarField& result = tResult.ref();
 
    SubField<scalar>(result, PDF_.size(), 2) = PDF_;
 
    return tResult;
}
 
 
// ************************************************************************* //