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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-03-09 13:19:48 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-03-09 13:20:02 +0000 |
commit | 58daab21cd043e1dc37024a7f99b396788372918 (patch) | |
tree | 96771e43bb69f7c1c2b0b4f7374cb74d7866d0cb /ml/dlib/tools/python/src/vector.cpp | |
parent | Releasing debian version 1.43.2-1. (diff) | |
download | netdata-58daab21cd043e1dc37024a7f99b396788372918.tar.xz netdata-58daab21cd043e1dc37024a7f99b396788372918.zip |
Merging upstream version 1.44.3.
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to '')
-rw-r--r-- | ml/dlib/tools/python/src/vector.cpp | 182 |
1 files changed, 182 insertions, 0 deletions
diff --git a/ml/dlib/tools/python/src/vector.cpp b/ml/dlib/tools/python/src/vector.cpp new file mode 100644 index 000000000..a9f81c65e --- /dev/null +++ b/ml/dlib/tools/python/src/vector.cpp @@ -0,0 +1,182 @@ +// Copyright (C) 2013 Davis E. King (davis@dlib.net) +// License: Boost Software License See LICENSE.txt for the full license. + +#include "opaque_types.h" +#include <dlib/python.h> +#include <dlib/matrix.h> +#include <dlib/geometry/vector.h> +#include <pybind11/stl_bind.h> +#include "indexing.h" + +using namespace dlib; +using namespace std; + +typedef matrix<double,0,1> cv; + + +void cv_set_size(cv& m, long s) +{ + m.set_size(s); + m = 0; +} + +double dotprod ( const cv& a, const cv& b) +{ + return dot(a,b); +} + +string cv__str__(const cv& v) +{ + ostringstream sout; + for (long i = 0; i < v.size(); ++i) + { + sout << v(i); + if (i+1 < v.size()) + sout << "\n"; + } + return sout.str(); +} + +string cv__repr__ (const cv& v) +{ + std::ostringstream sout; + sout << "dlib.vector(["; + for (long i = 0; i < v.size(); ++i) + { + sout << v(i); + if (i+1 < v.size()) + sout << ", "; + } + sout << "])"; + return sout.str(); +} + +std::shared_ptr<cv> cv_from_object(py::object obj) +{ + try { + long nr = obj.cast<long>(); + auto temp = std::make_shared<cv>(nr); + *temp = 0; + return temp; + } catch(py::cast_error &e) { + py::list li = obj.cast<py::list>(); + const long nr = len(obj); + auto temp = std::make_shared<cv>(nr); + for ( long r = 0; r < nr; ++r) + { + (*temp)(r) = li[r].cast<double>(); + } + return temp; + } +} + +long cv__len__(cv& c) +{ + return c.size(); +} + + +void cv__setitem__(cv& c, long p, double val) +{ + if (p < 0) { + p = c.size() + p; // negative index + } + if (p > c.size()-1) { + PyErr_SetString( PyExc_IndexError, "index out of range" + ); + throw py::error_already_set(); + } + c(p) = val; +} + +double cv__getitem__(cv& m, long r) +{ + if (r < 0) { + r = m.size() + r; // negative index + } + if (r > m.size()-1 || r < 0) { + PyErr_SetString( PyExc_IndexError, "index out of range" + ); + throw py::error_already_set(); + } + return m(r); +} + + +cv cv__getitem2__(cv& m, py::slice r) +{ + size_t start, stop, step, slicelength; + if (!r.compute(m.size(), &start, &stop, &step, &slicelength)) + throw py::error_already_set(); + + cv temp(slicelength); + + for (size_t i = 0; i < slicelength; ++i) { + temp(i) = m(start); start += step; + } + return temp; +} + +py::tuple cv_get_matrix_size(cv& m) +{ + return py::make_tuple(m.nr(), m.nc()); +} + +// ---------------------------------------------------------------------------------------- + +string point__repr__ (const point& p) +{ + std::ostringstream sout; + sout << "point(" << p.x() << ", " << p.y() << ")"; + return sout.str(); +} + +string point__str__(const point& p) +{ + std::ostringstream sout; + sout << "(" << p.x() << ", " << p.y() << ")"; + return sout.str(); +} + +long point_x(const point& p) { return p.x(); } +long point_y(const point& p) { return p.y(); } + +// ---------------------------------------------------------------------------------------- +void bind_vector(py::module& m) +{ + { + py::class_<cv, std::shared_ptr<cv>>(m, "vector", "This object represents the mathematical idea of a column vector.") + .def(py::init()) + .def("set_size", &cv_set_size) + .def("resize", &cv_set_size) + .def(py::init(&cv_from_object)) + .def("__repr__", &cv__repr__) + .def("__str__", &cv__str__) + .def("__len__", &cv__len__) + .def("__getitem__", &cv__getitem__) + .def("__getitem__", &cv__getitem2__) + .def("__setitem__", &cv__setitem__) + .def_property_readonly("shape", &cv_get_matrix_size) + .def(py::pickle(&getstate<cv>, &setstate<cv>)); + + m.def("dot", &dotprod, "Compute the dot product between two dense column vectors."); + } + { + typedef point type; + py::class_<type>(m, "point", "This object represents a single point of integer coordinates that maps directly to a dlib::point.") + .def(py::init<long,long>(), py::arg("x"), py::arg("y")) + .def("__repr__", &point__repr__) + .def("__str__", &point__str__) + .def_property("x", &point_x, [](point& p, long x){p.x()=x;}, "The x-coordinate of the point.") + .def_property("y", &point_y, [](point& p, long y){p.x()=y;}, "The y-coordinate of the point.") + .def(py::pickle(&getstate<type>, &setstate<type>)); + } + { + typedef std::vector<point> type; + py::bind_vector<type>(m, "points", "An array of point objects.") + .def("clear", &type::clear) + .def("resize", resize<type>) + .def("extend", extend_vector_with_python_list<point>) + .def(py::pickle(&getstate<type>, &setstate<type>)); + } +} |