Dev/rosenblatttransform (#241)

- added rosenblatttransform 
- added 3x3 eta methods 
- interpolation can be used with various eta functions
- added documentation for interpolation, eta calculation 
- exposed full eta struct in python 
- disable ClusterFinder for 2x2 clusters 
- factory function for ClusterVector

---------

Co-authored-by: Dhanya Thattil <dhanya.thattil@psi.ch>
Co-authored-by: Erik Fröjdh <erik.frojdh@psi.ch>
This commit is contained in:
2025-11-21 14:48:46 +01:00
committed by GitHub
parent 7fb500c44c
commit 267ca87ab0
49 changed files with 3253 additions and 1172 deletions
+104
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#include "aare/CalculateEta.hpp"
#include <cstdint>
// #include <pybind11/native_enum.h> only for version 3
#include <pybind11/pybind11.h>
namespace py = pybind11;
using namespace ::aare;
template <typename T>
void define_eta(py::module &m, const std::string &typestr) {
auto class_name = fmt::format("Eta{}", typestr);
py::class_<Eta2<T>>(m, class_name.c_str())
.def(py::init<>())
.def_readonly("x", &Eta2<T>::x, "eta x value")
.def_readonly("y", &Eta2<T>::y, "eta y value")
.def_readonly("c", &Eta2<T>::c,
"eta corner value cTopLeft, cTopRight, "
"cBottomLeft, cBottomRight")
.def_readonly("sum", &Eta2<T>::sum, "photon energy of cluster");
}
void define_corner_enum(py::module &m) {
py::enum_<corner>(m, "corner", "enum.Enum")
.value("cTopLeft", corner::cTopLeft)
.value("cTopRight", corner::cTopRight)
.value("cBottomLeft", corner::cBottomLeft)
.value("cBottomRight", corner::cBottomRight)
.export_values();
}
template <typename Type, uint8_t CoordSizeX, uint8_t CoordSizeY,
typename CoordType = uint16_t>
void register_calculate_2x2eta(py::module &m) {
using ClusterType = Cluster<Type, CoordSizeX, CoordSizeY, CoordType>;
m.def(
"calculate_eta2",
[](const aare::ClusterVector<ClusterType> &clusters) {
auto eta2 = new std::vector<Eta2<typename ClusterType::value_type>>(
calculate_eta2(clusters));
return return_vector(eta2);
},
R"(calculates eta2x2)", py::arg("clusters"));
m.def(
"calculate_eta2",
[](const aare::Cluster<Type, CoordSizeX, CoordSizeY, CoordType>
&cluster) { return calculate_eta2(cluster); },
R"(calculates eta2x2)", py::arg("cluster"));
m.def(
"calculate_full_eta2",
[](const aare::Cluster<Type, CoordSizeX, CoordSizeY, CoordType>
&cluster) { return calculate_full_eta2(cluster); },
R"(calculates full eta2x2)", py::arg("cluster"));
m.def(
"calculate_full_eta2",
[](const aare::ClusterVector<ClusterType> &clusters) {
auto eta2 = new std::vector<Eta2<typename ClusterType::value_type>>(
calculate_full_eta2(clusters));
return return_vector(eta2);
},
R"(calculates full eta2x2)", py::arg("clusters"));
}
template <typename Type, uint8_t ClusterSizeX, uint8_t ClusterSizeY,
typename CoordType = uint16_t>
void register_calculate_3x3eta(py::module &m) {
using ClusterType = Cluster<Type, ClusterSizeX, ClusterSizeY, CoordType>;
m.def(
"calculate_eta3",
[](const aare::ClusterVector<ClusterType> &clusters) {
auto eta = new std::vector<Eta2<Type>>(calculate_eta3(clusters));
return return_vector(eta);
},
R"(calculates eta3x3 using entire cluster)", py::arg("clusters"));
m.def(
"calculate_cross_eta3",
[](const aare::ClusterVector<ClusterType> &clusters) {
auto eta =
new std::vector<Eta2<Type>>(calculate_cross_eta3(clusters));
return return_vector(eta);
},
R"(calculates eta3x3 taking into account cross pixels in cluster)",
py::arg("clusters"));
m.def(
"calculate_eta3",
[](const ClusterType &cluster) { return calculate_eta3(cluster); },
R"(calculates eta3x3 using entire cluster)", py::arg("cluster"));
m.def(
"calculate_cross_eta3",
[](const ClusterType &cluster) {
return calculate_cross_eta3(cluster);
},
R"(calculates eta3x3 taking into account cross pixels in cluster)",
py::arg("cluster"));
}