FEAT: Use Baseiter optimizations and arbitrary order where possible

src/dimension/mod.rs

@@ -728,36 +728,6 @@ where
     }
 }
 
-/// Move the axis which has the smallest absolute stride and a length
-/// greater than one to be the last axis.
-pub fn move_min_stride_axis_to_last<D>(dim: &mut D, strides: &mut D)
-where
-    D: Dimension,
-{
-    debug_assert_eq!(dim.ndim(), strides.ndim());
-    match dim.ndim() {
-        0 | 1 => {}
-        2 => {
-            if dim[1] <= 1
-                || dim[0] > 1 && (strides[0] as isize).abs() < (strides[1] as isize).abs()
-            {
-                dim.slice_mut().swap(0, 1);
-                strides.slice_mut().swap(0, 1);
-            }
-        }
-        n => {
-            if let Some(min_stride_axis) = (0..n)
-                .filter(|&ax| dim[ax] > 1)
-                .min_by_key(|&ax| (strides[ax] as isize).abs())
-            {
-                let last = n - 1;
-                dim.slice_mut().swap(last, min_stride_axis);
-                strides.slice_mut().swap(last, min_stride_axis);
-            }
-        }
-    }
-}
-
 /// Remove axes with length one, except never removing the last axis.
 pub(crate) fn squeeze<D>(dim: &mut D, strides: &mut D)
 where
@@ -801,14 +771,17 @@ pub(crate) fn sort_axes_to_standard<D>(dim: &mut D, strides: &mut D)
 where
     D: Dimension,
 {
-    debug_assert!(dim.ndim() > 1);
+    if dim.ndim() <= 1 {
+        return;
+    }
     debug_assert_eq!(dim.ndim(), strides.ndim());
     // bubble sort axes
     let mut changed = true;
     while changed {
         changed = false;
         for i in 0..dim.ndim() - 1 {
             // make sure higher stride axes sort before.
+            debug_assert!(strides.get_stride(Axis(i)) >= 0);
             if strides.get_stride(Axis(i)).abs() < strides.get_stride(Axis(i + 1)).abs() {
                 changed = true;
                 dim.slice_mut().swap(i, i + 1);

src/impl_methods.rs

@@ -19,7 +19,7 @@ use crate::argument_traits::AssignElem;
 use crate::dimension;
 use crate::dimension::IntoDimension;
 use crate::dimension::{
-    abs_index, axes_of, do_slice, merge_axes, move_min_stride_axis_to_last,
+    abs_index, axes_of, do_slice, merge_axes,
     offset_from_ptr_to_memory, size_of_shape_checked, stride_offset, Axes,
 };
 use crate::dimension::broadcast::co_broadcast;
@@ -316,7 +316,7 @@ where
     where
         S: Data,
     {
-        IndexedIter::new(self.view().into_elements_base())
+        IndexedIter::new(self.view().into_elements_base_keep_dims())
     }
 
     /// Return an iterator of indexes and mutable references to the elements of the array.
@@ -329,7 +329,7 @@ where
     where
         S: DataMut,
     {
-        IndexedIterMut::new(self.view_mut().into_elements_base())
+        IndexedIterMut::new(self.view_mut().into_elements_base_keep_dims())
     }
 
     /// Return a sliced view of the array.
@@ -2175,9 +2175,7 @@ where
         if let Some(slc) = self.as_slice_memory_order() {
             slc.iter().fold(init, f)
         } else {
-            let mut v = self.view();
-            move_min_stride_axis_to_last(&mut v.dim, &mut v.strides);
-            v.into_elements_base().fold(init, f)
+            self.view().into_elements_base_any_order().fold(init, f)
         }
     }
 
@@ -2295,9 +2293,7 @@ where
         match self.try_as_slice_memory_order_mut() {
             Ok(slc) => slc.iter_mut().for_each(f),
             Err(arr) => {
-                let mut v = arr.view_mut();
-                move_min_stride_axis_to_last(&mut v.dim, &mut v.strides);
-                v.into_elements_base().for_each(f);
+                arr.view_mut().into_elements_base_any_order().for_each(f);
             }
         }
     }

src/impl_views/conversions.rs

@@ -10,9 +10,9 @@ use alloc::slice;
 
 use crate::imp_prelude::*;
 
-use crate::{Baseiter, ElementsBase, ElementsBaseMut, Iter, IterMut};
-
-use crate::iter::{self, AxisIter, AxisIterMut};
+use crate::iter::{self, Iter, IterMut, AxisIter, AxisIterMut};
+use crate::iterators::base::{Baseiter, ElementsBase, ElementsBaseMut, OrderOption, PreserveOrder,
+                             ArbitraryOrder, NoOptimization};
 use crate::math_cell::MathCell;
 use crate::IndexLonger;
 
@@ -140,14 +140,25 @@ impl<'a, A, D> ArrayView<'a, A, D>
 where
     D: Dimension,
 {
+    /// Create a base iter fromt the view with the given order option
+    #[inline]
+    pub(crate) fn into_base_iter<F: OrderOption>(self) -> Baseiter<A, D> {
+        unsafe { Baseiter::new_with_order::<F>(self.ptr.as_ptr(), self.dim, self.strides) }
+    }
+
+    #[inline]
+    pub(crate) fn into_elements_base_keep_dims(self) -> ElementsBase<'a, A, D> {
+        ElementsBase::new::<NoOptimization>(self)
+    }
+
     #[inline]
-    pub(crate) fn into_base_iter(self) -> Baseiter<A, D> {
-        unsafe { Baseiter::new(self.ptr.as_ptr(), self.dim, self.strides) }
+    pub(crate) fn into_elements_base_preserve_order(self) -> ElementsBase<'a, A, D> {
+        ElementsBase::new::<PreserveOrder>(self)
     }
 
     #[inline]
-    pub(crate) fn into_elements_base(self) -> ElementsBase<'a, A, D> {
-        ElementsBase::new(self)
+    pub(crate) fn into_elements_base_any_order(self) -> ElementsBase<'a, A, D> {
+        ElementsBase::new::<ArbitraryOrder>(self)
     }
 
     pub(crate) fn into_iter_(self) -> Iter<'a, A, D> {
@@ -179,16 +190,28 @@ where
         unsafe { RawArrayViewMut::new(self.ptr, self.dim, self.strides) }
     }
 
+    /// Create a base iter fromt the view with the given order option
     #[inline]
-    pub(crate) fn into_base_iter(self) -> Baseiter<A, D> {
-        unsafe { Baseiter::new(self.ptr.as_ptr(), self.dim, self.strides) }
+    pub(crate) fn into_base_iter<F: OrderOption>(self) -> Baseiter<A, D> {
+        unsafe { Baseiter::new_with_order::<F>(self.ptr.as_ptr(), self.dim, self.strides) }
     }
 
     #[inline]
-    pub(crate) fn into_elements_base(self) -> ElementsBaseMut<'a, A, D> {
-        ElementsBaseMut::new(self)
+    pub(crate) fn into_elements_base_keep_dims(self) -> ElementsBaseMut<'a, A, D> {
+        ElementsBaseMut::new::<NoOptimization>(self)
     }
 
+    #[inline]
+    pub(crate) fn into_elements_base_preserve_order(self) -> ElementsBaseMut<'a, A, D> {
+        ElementsBaseMut::new::<PreserveOrder>(self)
+    }
+
+    #[inline]
+    pub(crate) fn into_elements_base_any_order(self) -> ElementsBaseMut<'a, A, D> {
+        ElementsBaseMut::new::<ArbitraryOrder>(self)
+    }
+
+
     /// Return the array’s data as a slice, if it is contiguous and in standard order.
     /// Otherwise return self in the Err branch of the result.
     pub(crate) fn try_into_slice(self) -> Result<&'a mut [A], Self> {

src/iterators/base.rs

@@ -57,16 +57,6 @@ pub(crate) struct Baseiter<A, D> {
     index: Option<D>,
 }
 
-impl<A, D: Dimension> Baseiter<A, D> {
-    /// Creating a Baseiter is unsafe because shape and stride parameters need
-    /// to be correct to avoid performing an unsafe pointer offset while
-    /// iterating.
-    #[inline]
-    pub unsafe fn new(ptr: *mut A, dim: D, strides: D) -> Baseiter<A, D> {
-        Self::new_with_order::<NoOptimization>(ptr, dim, strides)
-    }
-}
-
 impl<A, D: Dimension> Baseiter<A, D> {
     /// Creating a Baseiter is unsafe because shape and stride parameters need
     /// to be correct to avoid performing an unsafe pointer offset while
@@ -246,9 +236,9 @@ clone_bounds!(
 );
 
 impl<'a, A, D: Dimension> ElementsBase<'a, A, D> {
-    pub fn new(v: ArrayView<'a, A, D>) -> Self {
+    pub fn new<F: OrderOption>(v: ArrayView<'a, A, D>) -> Self {
         ElementsBase {
-            inner: v.into_base_iter(),
+            inner: v.into_base_iter::<F>(),
             life: PhantomData,
         }
     }
@@ -332,7 +322,7 @@ where
             inner: if let Some(slc) = self_.to_slice() {
                 ElementsRepr::Slice(slc.iter())
             } else {
-                ElementsRepr::Counted(self_.into_elements_base())
+                ElementsRepr::Counted(self_.into_elements_base_preserve_order())
             },
         }
     }
@@ -346,7 +336,7 @@ where
         IterMut {
             inner: match self_.try_into_slice() {
                 Ok(x) => ElementsRepr::Slice(x.iter_mut()),
-                Err(self_) => ElementsRepr::Counted(self_.into_elements_base()),
+                Err(self_) => ElementsRepr::Counted(self_.into_elements_base_preserve_order()),
             },
         }
     }
@@ -391,9 +381,9 @@ pub(crate) struct ElementsBaseMut<'a, A, D> {
 }
 
 impl<'a, A, D: Dimension> ElementsBaseMut<'a, A, D> {
-    pub fn new(v: ArrayViewMut<'a, A, D>) -> Self {
+    pub fn new<F: OrderOption>(v: ArrayViewMut<'a, A, D>) -> Self {
         ElementsBaseMut {
-            inner: v.into_base_iter(),
+            inner: v.into_base_iter::<F>(),
             life: PhantomData,
         }
     }

src/iterators/chunks.rs

@@ -79,7 +79,7 @@ where
     type IntoIter = ExactChunksIter<'a, A, D>;
     fn into_iter(self) -> Self::IntoIter {
         ExactChunksIter {
-            iter: self.base.into_elements_base(),
+            iter: self.base.into_elements_base_any_order(),
             chunk: self.chunk,
             inner_strides: self.inner_strides,
         }
@@ -169,7 +169,7 @@ where
     type IntoIter = ExactChunksIterMut<'a, A, D>;
     fn into_iter(self) -> Self::IntoIter {
         ExactChunksIterMut {
-            iter: self.base.into_elements_base(),
+            iter: self.base.into_elements_base_any_order(),
             chunk: self.chunk,
             inner_strides: self.inner_strides,
         }

src/iterators/lanes.rs

@@ -3,6 +3,7 @@ use std::marker::PhantomData;
 use crate::imp_prelude::*;
 use crate::{Layout, NdProducer};
 use crate::iterators::Baseiter;
+use crate::iterators::base::NoOptimization;
 
 impl_ndproducer! {
     ['a, A, D: Dimension]
@@ -83,7 +84,7 @@ where
     type IntoIter = LanesIter<'a, A, D>;
     fn into_iter(self) -> Self::IntoIter {
         LanesIter {
-            iter: self.base.into_base_iter(),
+            iter: self.base.into_base_iter::<NoOptimization>(),
             inner_len: self.inner_len,
             inner_stride: self.inner_stride,
             life: PhantomData,
@@ -134,7 +135,7 @@ where
     type IntoIter = LanesIterMut<'a, A, D>;
     fn into_iter(self) -> Self::IntoIter {
         LanesIterMut {
-            iter: self.base.into_base_iter(),
+            iter: self.base.into_base_iter::<NoOptimization>(),
             inner_len: self.inner_len,
             inner_stride: self.inner_stride,
             life: PhantomData,

src/iterators/mod.rs

@@ -10,7 +10,7 @@
 mod macros;
 
 mod axis;
-mod base;
+pub(crate) mod base;
 mod chunks;
 pub mod iter;
 mod lanes;

src/iterators/windows.rs

@@ -77,7 +77,7 @@ where
     type IntoIter = WindowsIter<'a, A, D>;
     fn into_iter(self) -> Self::IntoIter {
         WindowsIter {
-            iter: self.base.into_elements_base(),
+            iter: self.base.into_elements_base_any_order(),
             window: self.window,
             strides: self.strides,
         }

src/lib.rs

@@ -147,8 +147,7 @@ pub use crate::slice::{
     MultiSliceArg, NewAxis, Slice, SliceArg, SliceInfo, SliceInfoElem, SliceNextDim,
 };
 
-use crate::iterators::Baseiter;
-use crate::iterators::{ElementsBase, ElementsBaseMut, Iter, IterMut};
+use crate::iterators::{ElementsBase, ElementsBaseMut};
 
 pub use crate::arraytraits::AsArray;
 #[cfg(feature = "std")]

tests/windows.rs

@@ -5,6 +5,9 @@
     clippy::many_single_char_names
 )]
 
+use std::collections::HashSet;
+use std::hash::Hash;
+
 use ndarray::prelude::*;
 use ndarray::Zip;
 
@@ -117,6 +120,20 @@ fn test_window_zip() {
     }
 }
 
+fn set<T>(iter: impl IntoIterator<Item = T>) -> HashSet<T>
+where
+    T: Eq + Hash
+{
+    iter.into_iter().collect()
+}
+
+/// Assert equal sets (same collection but order doesn't matter)
+macro_rules! assert_set_eq {
+    ($a:expr, $b:expr) => {
+        assert_eq!(set($a), set($b))
+    }
+}
+
 #[test]
 fn test_window_neg_stride() {
     let array = Array::from_iter(1..10).into_shape((3, 3)).unwrap();
@@ -131,24 +148,24 @@ fn test_window_neg_stride() {
     answer.invert_axis(Axis(1));
     answer.map_inplace(|a| a.invert_axis(Axis(1)));
 
-    itertools::assert_equal(
+    assert_set_eq!(
         array.slice(s![.., ..;-1]).windows((2, 2)),
-        answer.iter()
+        answer.iter().map(Array::view)
     );
 
     answer.invert_axis(Axis(0));
     answer.map_inplace(|a| a.invert_axis(Axis(0)));
 
-    itertools::assert_equal(
+    assert_set_eq!(
         array.slice(s![..;-1, ..;-1]).windows((2, 2)),
-        answer.iter()
+        answer.iter().map(Array::view)
     );
 
     answer.invert_axis(Axis(1));
     answer.map_inplace(|a| a.invert_axis(Axis(1)));
 
-    itertools::assert_equal(
+    assert_set_eq!(
         array.slice(s![..;-1, ..]).windows((2, 2)),
-        answer.iter()
+        answer.iter().map(Array::view)
     );
 }