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LSST Data Management Base Package
PolynomialFunction2d.cc
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1// -*- LSST-C++ -*-
2/*
3 * Developed for the LSST Data Management System.
4 * This product includes software developed by the LSST Project
5 * (https://www.lsst.org).
6 * See the COPYRIGHT file at the top-level directory of this distribution
7 * for details of code ownership.
8 *
9 * This program is free software: you can redistribute it and/or modify
10 * it under the terms of the GNU General Public License as published by
11 * the Free Software Foundation, either version 3 of the License, or
12 * (at your option) any later version.
13 *
14 * This program is distributed in the hope that it will be useful,
15 * but WITHOUT ANY WARRANTY; without even the implied warranty of
16 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
17 * GNU General Public License for more details.
18 *
19 * You should have received a copy of the GNU General Public License
20 * along with this program. If not, see <https://www.gnu.org/licenses/>.
21 */
22
23#include <vector>
24
28
29
30namespace lsst { namespace geom { namespace polynomials {
31
32namespace {
33
34Eigen::VectorXd computePowers(double x, int n) {
35 Eigen::VectorXd r(n + 1);
36 r[0] = 1.0;
37 for (int i = 1; i <= n; ++i) {
38 r[i] = r[i - 1]*x;
39 }
40 return r;
41}
42
43} // anonymous
44
45
46template <PackingOrder packing>
48 auto const & basis = f.getBasis();
50 std::size_t const n = basis.getOrder();
51 auto rPow = computePowers(basis.getScaling().getX().getScale(), n);
52 auto sPow = computePowers(basis.getScaling().getY().getScale(), n);
53 auto uPow = computePowers(basis.getScaling().getX().getShift(), n);
54 auto vPow = computePowers(basis.getScaling().getY().getShift(), n);
55 BinomialMatrix binomial(basis.getNested().getOrder());
56 for (auto const & i : basis.getIndices()) {
57 for (std::size_t j = 0; j <= i.nx; ++j) {
58 double tmp = binomial(i.nx, j)*uPow[j] *
59 f[i.flat]*rPow[i.nx]*sPow[i.ny];
60 for (std::size_t k = 0; k <= i.ny; ++k) {
61 sums[basis.index(i.nx - j, i.ny - k)] +=
62 binomial(i.ny, k)*vPow[k]*tmp;
63 }
64 }
65 }
66 Eigen::VectorXd result = Eigen::VectorXd::Zero(basis.size());
67 for (std::size_t i = 0; i < basis.size(); ++i) {
68 result[i] = static_cast<double>(sums[i]);
69 }
70 return makeFunction2d(basis.getNested(), result);
71}
72
75);
78);
79
80}}} // namespace lsst::geom::polynomials
py::object result
Definition: _schema.cc:429
double x
A class that computes binomial coefficients up to a certain power.
A 2-d function defined by a series expansion and its coefficients.
Definition: Function2d.h:42
Basis const & getBasis() const
Return the associated Basis2d object.
Definition: Function2d.h:101
Function2d< Basis > makeFunction2d(Basis const &basis, Eigen::VectorXd const &coefficients)
Create a Function2d of the appropriate type from a Basis2d and an Eigen object containing coefficient...
Definition: Function2d.h:155
PolynomialFunction1d simplified(ScaledPolynomialFunction1d const &f)
Calculate the standard polynomial function that is equivalent to a scaled standard polynomial functio...
void computePowers(Eigen::VectorXd &r, double x)
Fill an array with integer powers of x, so .
A base class for image defects.
table::Key< table::Array< double > > basis
Definition: PsfexPsf.cc:361