// Passing in a generic array
double sum(py::array xs) {
py::buffer_info info = xs.request();
auto ptr = static_cast<double *>(info.ptr);
int n = 1;
for (auto r: info.shape) {
n *= r;
}
double s = 0.0;
for (int i = 0; i <n; i++) {
s += *ptr++;
}
return s;
}
std::vector<PybindT> arr2vec (ade::Shape& outshape, py::array data)
{
py::buffer_info info = data.request();
outshape = pyead::p2cshape(info.shape);
size_t n = outshape.n_elems();
auto dtype = data.dtype();
char kind = dtype.kind();
py::ssize_t tbytes = dtype.itemsize();
std::vector<PybindT> vec;
switch (kind)
{
case 'f':
switch (tbytes)
{
case 4: // float32
{
float* dptr = static_cast<float*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
case 8: // float64
{
double* dptr = static_cast<double*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
default:
logs::fatalf("unsupported float type with %d bytes", tbytes);
}
break;
case 'i':
switch (tbytes)
{
case 1: // int8
{
int8_t* dptr = static_cast<int8_t*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
case 2: // int16
{
int16_t* dptr = static_cast<int16_t*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
case 4: // int32
{
int32_t* dptr = static_cast<int32_t*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
case 8: // int64
{
int64_t* dptr = static_cast<int64_t*>(info.ptr);
vec = std::vector<PybindT>(dptr, dptr + n);
}
break;
default:
logs::fatalf("unsupported integer type with %d bytes", tbytes);
}
break;
default:
logs::fatalf("unknown dtype %c", kind);
}
return vec;
}