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muSpectre/language_bindings/python/bind_py_fftengine.cc
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bind_py_fftengine.cc
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/**
* @file bind_py_fftengine.cc
*
* @author Till Junge <till.junge@altermail.ch>
*
* @date 17 Jan 2018
*
* @brief Python bindings for the FFT engines
*
* Copyright © 2018 Till Junge
*
* µSpectre 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, or (at
* your option) any later version.
*
* µSpectre 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 GNU Emacs; see the file COPYING. If not, write to the
* Free Software Foundation, Inc., 59 Temple Place - Suite 330,
* Boston, MA 02111-1307, USA.
*/
#include "fft/fftw_engine.hh"
#include "bind_py_declarations.hh"
#include <pybind11/pybind11.h>
#include <pybind11/stl.h>
#include <pybind11/eigen.h>
using namespace muSpectre;
namespace py=pybind11;
using namespace pybind11::literals;
template <Dim_t dim, class Engine>
void add_engine_helper(py::module & mod, std::string name) {
using Ccoord = Ccoord_t<dim>;
using Rcoord = Rcoord_t<dim>;
using ArrayXXc = Eigen::Array<Complex, Eigen::Dynamic,
Eigen::Dynamic>;
py::class_<Engine>(mod, name.c_str())
.def(py::init<Ccoord, Rcoord>())
.def("fft",
[](Engine & eng, py::EigenDRef<Eigen::ArrayXXd> v) {
using Coll_t = typename Engine::GFieldCollection_t;
using Field_t = typename Engine::Field_t;
Coll_t coll{};
coll.initialise(eng.get_resolutions());
Field_t & temp{make_field<Field_t>("temp_field", coll)};
temp.eigen() = v;
return ArrayXXc{eng.fft(temp).eigen()};
},
"array"_a)
.def("ifft",
[](Engine & eng,
py::EigenDRef<ArrayXXc> v) {
using Coll_t = typename Engine::GFieldCollection_t;
using Field_t = typename Engine::Field_t;
Coll_t coll{};
coll.initialise(eng.get_resolutions());
Field_t & temp{make_field<Field_t>("temp_field", coll)};
eng.get_work_space().eigen()=v;
eng.ifft(temp);
return Eigen::ArrayXXd{temp.eigen()};
},
"array"_a)
.def("initialise", &Engine::initialise,
"flags"_a=FFT_PlanFlags::estimate)
.def("normalisation", &Engine::normalisation);
}
void add_engine(py::module & mod) {
add_engine_helper< twoD, FFTW_Engine< twoD, twoD>>(mod, "FFTW_2d");
add_engine_helper<threeD, FFTW_Engine<threeD, threeD>>(mod, "FFTW_3d");
}
void add_fft_engines(py::module & mod) {
auto fft{mod.def_submodule("fft")};
fft.doc() = "bindings for µSpectre's fft engines";
add_engine(fft);
add_projections(fft);
}
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