Eigen: don't require conformability on length-1 dimensions

Fixes #738

The current check for conformability fails when given a 2D, 1xN or Nx1
input to a row-major or column-major, respectively, Eigen::Ref, leading
to a copy-required state in the type_caster, but this later failed
because the copy was also non-conformable because it had the same shape
and strides (because a 1xN or Nx1 is both F and C contiguous).

In such cases we can safely ignore the stride on the "1" dimension since
it'll never be used: only the "N" dimension stride needs to match the
Eigen::Ref stride, which both fixes the non-conformable copy problem,
but also avoids a copy entirely as long as the "N" dimension has a
compatible stride.
This commit is contained in:
Jason Rhinelander
2017-03-17 14:51:52 -03:00
parent 68e089a8bf
commit efa8726ff7
3 changed files with 35 additions and 3 deletions

View File

@@ -50,6 +50,16 @@ void reset_refs() {
// Returns element 2,1 from a matrix (used to test copy/nocopy)
double get_elem(Eigen::Ref<const Eigen::MatrixXd> m) { return m(2, 1); };
// Returns a matrix with 10*r + 100*c added to each matrix element (to help test that the matrix
// reference is referencing rows/columns correctly).
template <typename MatrixArgType> Eigen::MatrixXd adjust_matrix(MatrixArgType m) {
Eigen::MatrixXd ret(m);
for (int c = 0; c < m.cols(); c++) for (int r = 0; r < m.rows(); r++)
ret(r, c) += 10*r + 100*c;
return ret;
}
test_initializer eigen([](py::module &m) {
typedef Eigen::Matrix<float, 5, 6, Eigen::RowMajor> FixedMatrixR;
typedef Eigen::Matrix<float, 5, 6> FixedMatrixC;
@@ -261,4 +271,10 @@ test_initializer eigen([](py::module &m) {
// Also test a row-major-only no-copy const ref:
m.def("get_elem_rm_nocopy", [](Eigen::Ref<const Eigen::Matrix<long, -1, -1, Eigen::RowMajor>> &m) -> long { return m(2, 1); },
py::arg().noconvert());
// Issue #738: 1xN or Nx1 2D matrices were neither accepted nor properly copied with an
// incompatible stride value on the length-1 dimension--but that should be allowed (without
// requiring a copy!) because the stride value can be safely ignored on a size-1 dimension.
m.def("iss738_f1", &adjust_matrix<const Eigen::Ref<const Eigen::MatrixXd> &>, py::arg().noconvert());
m.def("iss738_f2", &adjust_matrix<const Eigen::Ref<const Eigen::Matrix<double, -1, -1, Eigen::RowMajor>> &>, py::arg().noconvert());
});