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use crate::{Axis, Dimension, Ix, Ixs};
/// Create a new Axes iterator
pub(crate) fn axes_of<'a, D>(d: &'a D, strides: &'a D) -> Axes<'a, D>
where
D: Dimension,
{
Axes {
dim: d,
strides,
start: 0,
end: d.ndim(),
}
}
/// An iterator over the length and stride of each axis of an array.
///
/// This iterator is created from the array method
/// [`.axes()`](crate::ArrayBase::axes).
///
/// Iterator element type is [`AxisDescription`].
///
/// # Examples
///
/// ```
/// use ndarray::Array3;
/// use ndarray::Axis;
///
/// let a = Array3::<f32>::zeros((3, 5, 4));
///
/// // find the largest axis in the array
/// // check the axis index and its length
///
/// let largest_axis = a.axes()
/// .max_by_key(|ax| ax.len)
/// .unwrap();
/// assert_eq!(largest_axis.axis, Axis(1));
/// assert_eq!(largest_axis.len, 5);
/// ```
#[derive(Debug)]
pub struct Axes<'a, D> {
dim: &'a D,
strides: &'a D,
start: usize,
end: usize,
}
/// Description of the axis, its length and its stride.
#[derive(Debug)]
pub struct AxisDescription {
/// Axis identifier (index)
pub axis: Axis,
/// Length in count of elements of the current axis
pub len: usize,
/// Stride in count of elements of the current axis
pub stride: isize,
}
copy_and_clone!(AxisDescription);
// AxisDescription can't really be empty
// https://github.com/rust-ndarray/ndarray/pull/642#discussion_r296051702
#[allow(clippy::len_without_is_empty)]
impl AxisDescription {
/// Return axis
#[deprecated(note = "Use .axis field instead", since = "0.15.0")]
#[inline(always)]
pub fn axis(self) -> Axis {
self.axis
}
/// Return length
#[deprecated(note = "Use .len field instead", since = "0.15.0")]
#[inline(always)]
pub fn len(self) -> Ix {
self.len
}
/// Return stride
#[deprecated(note = "Use .stride field instead", since = "0.15.0")]
#[inline(always)]
pub fn stride(self) -> Ixs {
self.stride
}
}
copy_and_clone!(['a, D] Axes<'a, D>);
impl<'a, D> Iterator for Axes<'a, D>
where
D: Dimension,
{
/// Description of the axis, its length and its stride.
type Item = AxisDescription;
fn next(&mut self) -> Option<Self::Item> {
if self.start < self.end {
let i = self.start.post_inc();
Some(AxisDescription {
axis: Axis(i),
len: self.dim[i],
stride: self.strides[i] as Ixs,
})
} else {
None
}
}
fn fold<B, F>(self, init: B, f: F) -> B
where
F: FnMut(B, AxisDescription) -> B,
{
(self.start..self.end)
.map(move |i| AxisDescription {
axis: Axis(i),
len: self.dim[i],
stride: self.strides[i] as isize,
})
.fold(init, f)
}
fn size_hint(&self) -> (usize, Option<usize>) {
let len = self.end - self.start;
(len, Some(len))
}
}
impl<'a, D> DoubleEndedIterator for Axes<'a, D>
where
D: Dimension,
{
fn next_back(&mut self) -> Option<Self::Item> {
if self.start < self.end {
let i = self.end.pre_dec();
Some(AxisDescription {
axis: Axis(i),
len: self.dim[i],
stride: self.strides[i] as Ixs,
})
} else {
None
}
}
}
trait IncOps: Copy {
fn post_inc(&mut self) -> Self;
fn post_dec(&mut self) -> Self;
fn pre_dec(&mut self) -> Self;
}
impl IncOps for usize {
#[inline(always)]
fn post_inc(&mut self) -> Self {
let x = *self;
*self += 1;
x
}
#[inline(always)]
fn post_dec(&mut self) -> Self {
let x = *self;
*self -= 1;
x
}
#[inline(always)]
fn pre_dec(&mut self) -> Self {
*self -= 1;
*self
}
}