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LSST Data Management Base Package
leastSqFitter2d.cc
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1/*
2 * LSST Data Management System
3 *
4 * This product includes software developed by the
5 * LSST Project (http://www.lsst.org/).
6 * See the COPYRIGHT file
7 *
8 * This program is free software: you can redistribute it and/or modify
9 * it under the terms of the GNU General Public License as published by
10 * the Free Software Foundation, either version 3 of the License, or
11 * (at your option) any later version.
12 *
13 * This program is distributed in the hope that it will be useful,
14 * but WITHOUT ANY WARRANTY; without even the implied warranty of
15 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
16 * GNU General Public License for more details.
17 *
18 * You should have received a copy of the LSST License Statement and
19 * the GNU General Public License along with this program. If not,
20 * see <https://www.lsstcorp.org/LegalNotices/>.
21 */
22#include "pybind11/pybind11.h"
23#include "pybind11/eigen.h"
24#include "pybind11/stl.h"
25
26#include <string>
27
28#include "ndarray/pybind11.h"
29
31
32namespace py = pybind11;
33using namespace pybind11::literals;
34
35namespace lsst {
36namespace meas {
37namespace astrom {
38namespace sip {
39namespace {
40
41template <typename FittingFunc>
42static void declareLeastSqFitter2d(py::module &mod, std::string const &name) {
43 py::class_<LeastSqFitter2d<FittingFunc>, std::shared_ptr<LeastSqFitter2d<FittingFunc>>> cls(mod,
44 name.c_str());
45
46 cls.def(py::init<std::vector<double> const &, std::vector<double> const &, std::vector<double> const &,
47 std::vector<double> const &, int>(),
48 "x"_a, "y"_a, "z"_a, "s"_a, "order"_a);
49
50 cls.def("getParams", &LeastSqFitter2d<FittingFunc>::getParams);
51 cls.def("getErrors", &LeastSqFitter2d<FittingFunc>::getErrors);
52 cls.def("valueAt", &LeastSqFitter2d<FittingFunc>::valueAt, "x"_a, "y"_a);
53 cls.def("residuals", &LeastSqFitter2d<FittingFunc>::residuals);
54 cls.def("getChiSq", &LeastSqFitter2d<FittingFunc>::getChiSq);
55 cls.def("getReducedChiSq", &LeastSqFitter2d<FittingFunc>::getReducedChiSq);
56}
57
58} // namespace
59
60PYBIND11_MODULE(leastSqFitter2d, mod) {
61 declareLeastSqFitter2d<afw::math::PolynomialFunction1<double>>(mod, "LeastSqFitter2dPoly");
62}
63
64} // namespace sip
65} // namespace astrom
66} // namespace meas
67} // namespace lsst
table::Key< std::string > name
Definition: Amplifier.cc:116
Eigen::MatrixXd getErrors()
Companion function to getParams(). Returns uncertainties in the parameters as a matrix.
double getChiSq()
Return a measure of the goodness of fit.
double valueAt(double x, double y)
Return the value of the best fit function at a given position (x,y)
double getReducedChiSq()
Return a measure of the goodness of fit.
std::vector< double > residuals()
Return a vector of residuals of the fit (i.e the difference between the input z values,...
Eigen::MatrixXd getParams()
Build up a triangular matrix of the parameters.
PYBIND11_MODULE(createWcsWithSip, mod)
A base class for image defects.