mds_utils::python::ublas Namespace Reference

Contains several utilities for interfacing Python with Boost's uBLAS. More...

Functions
template<class M >
std::enable_if< mds_utils::ublas::is_matrix< M >::value, M >::type	get (PyObject *po)
	"From python" converter for Boost uBLAS matrices. More...
template<class ublas_mat_T >
std::enable_if< mds_utils::ublas::is_matrix< ublas_mat_T >::value, PyObject * >::type	to_python (const ublas_mat_T &mat)
	"To python" converter for Boost uBLAS matrices. More...
template<class M >
std::enable_if< mds_utils::ublas::is_compressed_matrix< M >::value, M >::type	get (PyObject *po)
	"From python" converter for Boost uBLAS compressed matrices. More...
template<class ublas_mat_T >
std::enable_if< mds_utils::ublas::is_compressed_matrix< ublas_mat_T >::value, PyObject * >::type	to_python (const ublas_mat_T &mat)
	"To python" converter for Boost uBLAS matrices. More...
template<class ublas_vec_T >
std::enable_if< mds_utils::ublas::is_vector< ublas_vec_T >::value, ublas_vec_T >::type	get (PyObject *po)
	"From python" converter for Boost uBLAS vectors. More...
template<class ublas_vec_T >
std::enable_if< mds_utils::ublas::is_vector< ublas_vec_T >::value, PyObject * >::type	to_python (const ublas_vec_T &v)
	"To python" converter for Boost uBLAS vectors. More...

Detailed Description

Contains several utilities for interfacing Python with Boost's uBLAS.

Some of these utilities require the NumPy package to be installed.

Author

Michele De Stefano

Date

13/05/2014

Function Documentation

template<class M >

std::enable_if< mds_utils::ublas::is_matrix<M>::value,M>::type mds_utils::python::ublas::get ( PyObject *  po )

inline

"From python" converter for Boost uBLAS matrices.

Primary template for extracting a value from a Python object.

Template Parameters

M	The data type of a dense uBLAS matrix.

Parameters

po	The Numpy array object to convert from.

Returns

Boost uBLAS dense matrix corresponding to the Numpy array to be converted.

Author

Michele De Stefano

Date

22/06/2014

Definition at line 56 of file matrix.hpp.

template<class ublas_vec_T >

std::enable_if< mds_utils::ublas::is_vector<ublas_vec_T>::value,ublas_vec_T>::type mds_utils::python::ublas::get ( PyObject *  po )

inline

"From python" converter for Boost uBLAS vectors.

Primary template for extracting a value from a Python object.

Template Parameters

ublas_vec_T

The data type of a dense uBLAS vector.

Parameters

po	The Numpy array object to be converted.

Returns

Boost uBLAS dense vector corresponding to the Numpy array to be converted.

Author

Michele De Stefano

Date

30/06/2014

Definition at line 64 of file vector.hpp.

template<class M >

std::enable_if< mds_utils::ublas::is_compressed_matrix<M>::value,M>::type mds_utils::python::ublas::get ( PyObject *  po )

inline

"From python" converter for Boost uBLAS compressed matrices.

Primary template for extracting a value from a Python object.

Template Parameters

M	The data type of a uBLAS compressed_matrix.

Parameters

po	The Numpy array object to convert from.

Returns

A Boost uBLAS compressed matrix corresponding to the Numpy array to be converted.

Remarks

Works with real and complex data types.

Author

Michele De Stefano

Date

24/06/2014

Definition at line 87 of file matrix_sparse.hpp.

References mds_utils::python::Obj::attr(), mds_utils::python::Obj::get_ownership(), and mds_utils::python::len().

template<class ublas_mat_T >

std::enable_if< mds_utils::ublas::is_matrix<ublas_mat_T>::value, PyObject* >::type mds_utils::python::ublas::to_python ( const ublas_mat_T &  mat )

inline

"To python" converter for Boost uBLAS matrices.

Template Parameters

ublas_mat_T

The data type of a dense uBLAS matrix.

Author

Michele De Stefano

Date

30/06/2014

Definition at line 108 of file matrix.hpp.

template<class ublas_vec_T >

std::enable_if< mds_utils::ublas::is_vector<ublas_vec_T>::value, PyObject* >::type mds_utils::python::ublas::to_python ( const ublas_vec_T &  v )

inline

"To python" converter for Boost uBLAS vectors.

This is the implementation that gets activated when dealing with real scalar data types.

Template Parameters

ublas_vec_T

The data type of a dense uBLAS vector.

Author

Michele De Stefano

Date

30/06/2014

Definition at line 120 of file vector.hpp.

template<class ublas_mat_T >

std::enable_if< mds_utils::ublas::is_compressed_matrix<ublas_mat_T>::value, PyObject* >::type mds_utils::python::ublas::to_python ( const ublas_mat_T &  mat )

inline

"To python" converter for Boost uBLAS matrices.

This is the implementation that gets activated when dealing with real scalar data types.

Template Parameters

ublas_mat_T

The data type of a dense uBLAS matrix.

Author

Michele De Stefano

Date

30/06/2014

Definition at line 162 of file matrix_sparse.hpp.

References mds_utils::python::Obj::attr(), mds_utils::python::Obj::get_ownership(), mds_utils::python::Sequence_Base< Derived >::set(), and mds_utils::python::Obj::transfer().