LSST Applications  21.0.0+04719a4bac,21.0.0-1-ga51b5d4+f5e6047307,21.0.0-11-g2b59f77+a9c1acf22d,21.0.0-11-ga42c5b2+86977b0b17,21.0.0-12-gf4ce030+76814010d2,21.0.0-13-g1721dae+760e7a6536,21.0.0-13-g3a573fe+768d78a30a,21.0.0-15-g5a7caf0+f21cbc5713,21.0.0-16-g0fb55c1+b60e2d390c,21.0.0-19-g4cded4ca+71a93a33c0,21.0.0-2-g103fe59+bb20972958,21.0.0-2-g45278ab+04719a4bac,21.0.0-2-g5242d73+3ad5d60fb1,21.0.0-2-g7f82c8f+8babb168e8,21.0.0-2-g8f08a60+06509c8b61,21.0.0-2-g8faa9b5+616205b9df,21.0.0-2-ga326454+8babb168e8,21.0.0-2-gde069b7+5e4aea9c2f,21.0.0-2-gecfae73+1d3a86e577,21.0.0-2-gfc62afb+3ad5d60fb1,21.0.0-25-g1d57be3cd+e73869a214,21.0.0-3-g357aad2+ed88757d29,21.0.0-3-g4a4ce7f+3ad5d60fb1,21.0.0-3-g4be5c26+3ad5d60fb1,21.0.0-3-g65f322c+e0b24896a3,21.0.0-3-g7d9da8d+616205b9df,21.0.0-3-ge02ed75+a9c1acf22d,21.0.0-4-g591bb35+a9c1acf22d,21.0.0-4-g65b4814+b60e2d390c,21.0.0-4-gccdca77+0de219a2bc,21.0.0-4-ge8a399c+6c55c39e83,21.0.0-5-gd00fb1e+05fce91b99,21.0.0-6-gc675373+3ad5d60fb1,21.0.0-64-g1122c245+4fb2b8f86e,21.0.0-7-g04766d7+cd19d05db2,21.0.0-7-gdf92d54+04719a4bac,21.0.0-8-g5674e7b+d1bd76f71f,master-gac4afde19b+a9c1acf22d,w.2021.13
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 
30 namespace lsst { namespace geom { namespace polynomials {
31 
32 namespace {
33 
34 Eigen::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 
46 template <PackingOrder packing>
48  auto const & basis = f.getBasis();
49  std::vector<SafeSum<double>> sums(basis.size());
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:430
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
PolynomialFunction1d simplified(ScaledPolynomialFunction1d const &f)
Calculate the standard polynomial function that is equivalent to a scaled standard polynomial functio...
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
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