Skip to content

Working with uninitialized data #12

@grothesque

Description

@grothesque

The following complete program demonstrates two (hopefully correct) ways of working with uninitialized tensors:

use std::mem::MaybeUninit;

use mdarray::{Tensor, DTensor, DenseMapping, Shape};

fn use_with_capacity_mut() {
    let mut a = DTensor::<f64, 2>::with_capacity(9);
    let data = a.spare_capacity_mut();
    for (i, val) in data.iter_mut().enumerate() {
        val.write(i as f64);
    }
    // SAFETY: We initialized all elements.
    unsafe {
        a.set_mapping(DenseMapping::new((3, 3)));
    }
    dbg!(&a);
}

/// # Safety
/// All elements must have been initialized.
unsafe fn tensor_assume_init<T, S: Shape>(tensor: Tensor<MaybeUninit<T>, S>) -> Tensor<T, S>
{
    let (ptr, mapping, capacity) = tensor.into_raw_parts();
    unsafe {
        Tensor::from_raw_parts(ptr as *mut T, mapping, capacity)
    }
}

fn use_tensor_of_maybe_uninit() {
    // let mut b = tensor![[MaybeUninit::<f64>::uninit(); 3]; 3];
    let mut a = Tensor::from_elem((3, 3), MaybeUninit::<f64>::uninit());
    for (i, val) in a.iter_mut().enumerate() {
        val.write(i as f64);
    }
    let a = unsafe { tensor_assume_init(a) };
    dbg!(&a);
}

fn main() {
    use_with_capacity_mut();
    use_tensor_of_maybe_uninit();
}

Could you confirm that use_with_capacity_mut is OK? If it is, then I think that there is a typo in the documentation of Tensor::spare_capacity_mut. It refers to a method set_shape that no longer exists. It probably should refer to set_mapping.

The second function, use_tensor_of_maybe_uninit demonstrates another way of working with uninitialized data. If correct, this way seems safer/easier to me (because the user does not have to construct a correct mapping). It is also more compact.

Perhaps a method similar to tensor_assume_init would be an useful addition to Tensor? (But perhaps not – it is quickly written if needed.)

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions