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aare/python/src/np_helper.hpp
Erik Fröjdh 12ae1424fb
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consistent use of ssize_t instead of int64_t (#167)
- Consistent use of ssize_t to avoid issues on 32 bit platforms and also
mac with (long long int as ssize_t)
2025-04-25 15:52:02 +02:00

86 lines
2.9 KiB
C++

#pragma once
#include <iostream>
#include <pybind11/numpy.h>
#include <pybind11/pybind11.h>
#include <pybind11/stl.h>
#include "aare/Frame.hpp"
#include "aare/NDArray.hpp"
#include "aare/NDView.hpp"
namespace py = pybind11;
using namespace aare;
// Pass image data back to python as a numpy array
template <typename T, ssize_t Ndim>
py::array return_image_data(aare::NDArray<T, Ndim> *image) {
py::capsule free_when_done(image, [](void *f) {
aare::NDArray<T, Ndim> *foo =
reinterpret_cast<aare::NDArray<T, Ndim> *>(f);
delete foo;
});
return py::array_t<T>(
image->shape(), // shape
image->byte_strides(), // C-style contiguous strides for double
image->data(), // the data pointer
free_when_done); // numpy array references this parent
}
template <typename T> py::array return_vector(std::vector<T> *vec) {
py::capsule free_when_done(vec, [](void *f) {
std::vector<T> *foo = reinterpret_cast<std::vector<T> *>(f);
delete foo;
});
return py::array_t<T>({vec->size()}, // shape
{sizeof(T)}, // C-style contiguous strides for double
vec->data(), // the data pointer
free_when_done); // numpy array references this parent
}
// todo rewrite generic
template <class T, int Flags>
auto get_shape_3d(const py::array_t<T, Flags> &arr) {
return aare::Shape<3>{arr.shape(0), arr.shape(1), arr.shape(2)};
}
template <class T, int Flags> auto make_view_3d(py::array_t<T, Flags> &arr) {
return aare::NDView<T, 3>(arr.mutable_data(), get_shape_3d<T, Flags>(arr));
}
template <class T, int Flags>
auto get_shape_2d(const py::array_t<T, Flags> &arr) {
return aare::Shape<2>{arr.shape(0), arr.shape(1)};
}
template <class T, int Flags>
auto get_shape_1d(const py::array_t<T, Flags> &arr) {
return aare::Shape<1>{arr.shape(0)};
}
template <class T, int Flags> auto make_view_2d(py::array_t<T, Flags> &arr) {
return aare::NDView<T, 2>(arr.mutable_data(), get_shape_2d<T, Flags>(arr));
}
template <class T, int Flags> auto make_view_1d(py::array_t<T, Flags> &arr) {
return aare::NDView<T, 1>(arr.mutable_data(), get_shape_1d<T, Flags>(arr));
}
template <typename ClusterType> struct fmt_format_trait; // forward declaration
template <typename T, uint8_t ClusterSizeX, uint8_t ClusterSizeY,
typename CoordType>
struct fmt_format_trait<Cluster<T, ClusterSizeX, ClusterSizeY, CoordType>> {
static std::string value() {
return fmt::format("T{{{}:x:{}:y:{}:data:}}",
py::format_descriptor<CoordType>::format(),
py::format_descriptor<CoordType>::format(),
fmt::format("({},{}){}", ClusterSizeX, ClusterSizeY,
py::format_descriptor<T>::format()));
}
};
template <typename ClusterType>
auto fmt_format = fmt_format_trait<ClusterType>::value();