Better shape: Deprecate reshape, into_shape

README-quick-start.md

@@ -169,7 +169,7 @@ fn main() {
     println!("a shape {:?}", &a.shape());
     println!("b shape {:?}", &b.shape());
 
-    let b = b.into_shape((4,1)).unwrap(); // reshape b to shape [4, 1]
+    let b = b.into_shape_with_order((4,1)).unwrap(); // reshape b to shape [4, 1]
     println!("b shape after reshape {:?}", &b.shape());
 
     println!("{}", a.dot(&b));            // [1, 4] x [4, 1] -> [1, 1] 
@@ -295,7 +295,8 @@ row: [[100, 101, 102],
 ## Shape Manipulation
 
 ### Changing the shape of an array
-The shape of an array can be changed with `into_shape` method.
+The shape of an array can be changed with `into_shape_with_order` method.
+(One can also use `to_shape` for this.)
 
 ````rust
 use ndarray::prelude::*;
@@ -319,7 +320,7 @@ fn main() {
     let b = Array::from_iter(a.iter());
     println!("b = \n{:?}\n", b);
 
-    let c = b.into_shape([6, 2]).unwrap(); // consume b and generate c with new shape
+    let c = b.into_shape_with_order([6, 2]).unwrap(); // consume b and generate c with new shape
     println!("c = \n{:?}", c);
 }
 ````
@@ -459,7 +460,7 @@ use ndarray::{Array, Axis};
 
 fn main() {
 
-    let mut a = Array::range(0., 12., 1.).into_shape([3 ,4]).unwrap();
+    let mut a = Array::range(0., 12., 1.).into_shape_with_order([3 ,4]).unwrap();
     println!("a = \n{}\n", a);
 
     {
@@ -519,7 +520,7 @@ use ndarray::Array;
 
 fn main() {
 
-    let mut a = Array::range(0., 4., 1.).into_shape([2 ,2]).unwrap();
+    let mut a = Array::range(0., 4., 1.).into_shape_with_order([2 ,2]).unwrap();
     let b = a.clone();
 
     println!("a = \n{}\n", a);

benches/bench1.rs

@@ -915,7 +915,7 @@ const MEAN_SUM_N: usize = 127;
 fn range_mat(m: Ix, n: Ix) -> Array2<f32> {
     assert!(m * n != 0);
     Array::linspace(0., (m * n - 1) as f32, m * n)
-        .into_shape((m, n))
+        .into_shape_with_order((m, n))
         .unwrap()
 }
 

benches/construct.rs

@@ -22,13 +22,13 @@ fn zeros_f64(bench: &mut Bencher) {
 
 #[bench]
 fn map_regular(bench: &mut test::Bencher) {
-    let a = Array::linspace(0., 127., 128).into_shape((8, 16)).unwrap();
+    let a = Array::linspace(0., 127., 128).into_shape_with_order((8, 16)).unwrap();
     bench.iter(|| a.map(|&x| 2. * x));
 }
 
 #[bench]
 fn map_stride(bench: &mut test::Bencher) {
-    let a = Array::linspace(0., 127., 256).into_shape((8, 32)).unwrap();
+    let a = Array::linspace(0., 127., 256).into_shape_with_order((8, 32)).unwrap();
     let av = a.slice(s![.., ..;2]);
     bench.iter(|| av.map(|&x| 2. * x));
 }

benches/higher-order.rs

@@ -17,7 +17,7 @@ const Y: usize = 16;
 
 #[bench]
 fn map_regular(bench: &mut Bencher) {
-    let a = Array::linspace(0., 127., N).into_shape((X, Y)).unwrap();
+    let a = Array::linspace(0., 127., N).into_shape_with_order((X, Y)).unwrap();
     bench.iter(|| a.map(|&x| 2. * x));
 }
 
@@ -28,7 +28,7 @@ pub fn double_array(mut a: ArrayViewMut2<'_, f64>) {
 #[bench]
 fn map_stride_double_f64(bench: &mut Bencher) {
     let mut a = Array::linspace(0., 127., N * 2)
-        .into_shape([X, Y * 2])
+        .into_shape_with_order([X, Y * 2])
         .unwrap();
     let mut av = a.slice_mut(s![.., ..;2]);
     bench.iter(|| {
@@ -39,7 +39,7 @@ fn map_stride_double_f64(bench: &mut Bencher) {
 #[bench]
 fn map_stride_f64(bench: &mut Bencher) {
     let a = Array::linspace(0., 127., N * 2)
-        .into_shape([X, Y * 2])
+        .into_shape_with_order([X, Y * 2])
         .unwrap();
     let av = a.slice(s![.., ..;2]);
     bench.iter(|| av.map(|&x| 2. * x));
@@ -48,7 +48,7 @@ fn map_stride_f64(bench: &mut Bencher) {
 #[bench]
 fn map_stride_u32(bench: &mut Bencher) {
     let a = Array::linspace(0., 127., N * 2)
-        .into_shape([X, Y * 2])
+        .into_shape_with_order([X, Y * 2])
         .unwrap();
     let b = a.mapv(|x| x as u32);
     let av = b.slice(s![.., ..;2]);
@@ -58,7 +58,7 @@ fn map_stride_u32(bench: &mut Bencher) {
 #[bench]
 fn fold_axis(bench: &mut Bencher) {
     let a = Array::linspace(0., 127., N * 2)
-        .into_shape([X, Y * 2])
+        .into_shape_with_order([X, Y * 2])
         .unwrap();
     bench.iter(|| a.fold_axis(Axis(0), 0., |&acc, &elt| acc + elt));
 }
@@ -69,15 +69,15 @@ const MASZ: usize = MA * MA;
 #[bench]
 fn map_axis_0(bench: &mut Bencher) {
     let a = Array::from_iter(0..MASZ as i32)
-        .into_shape([MA, MA])
+        .into_shape_with_order([MA, MA])
         .unwrap();
     bench.iter(|| a.map_axis(Axis(0), black_box));
 }
 
 #[bench]
 fn map_axis_1(bench: &mut Bencher) {
     let a = Array::from_iter(0..MASZ as i32)
-        .into_shape([MA, MA])
+        .into_shape_with_order([MA, MA])
         .unwrap();
     bench.iter(|| a.map_axis(Axis(1), black_box));
 }

benches/iter.rs

@@ -46,29 +46,29 @@ fn iter_sum_2d_transpose(bench: &mut Bencher) {
 
 #[bench]
 fn iter_filter_sum_2d_u32(bench: &mut Bencher) {
-    let a = Array::linspace(0., 1., 256).into_shape((16, 16)).unwrap();
+    let a = Array::linspace(0., 1., 256).into_shape_with_order((16, 16)).unwrap();
     let b = a.mapv(|x| (x * 100.) as u32);
     bench.iter(|| b.iter().filter(|&&x| x < 75).sum::<u32>());
 }
 
 #[bench]
 fn iter_filter_sum_2d_f32(bench: &mut Bencher) {
-    let a = Array::linspace(0., 1., 256).into_shape((16, 16)).unwrap();
+    let a = Array::linspace(0., 1., 256).into_shape_with_order((16, 16)).unwrap();
     let b = a * 100.;
     bench.iter(|| b.iter().filter(|&&x| x < 75.).sum::<f32>());
 }
 
 #[bench]
 fn iter_filter_sum_2d_stride_u32(bench: &mut Bencher) {
-    let a = Array::linspace(0., 1., 256).into_shape((16, 16)).unwrap();
+    let a = Array::linspace(0., 1., 256).into_shape_with_order((16, 16)).unwrap();
     let b = a.mapv(|x| (x * 100.) as u32);
     let b = b.slice(s![.., ..;2]);
     bench.iter(|| b.iter().filter(|&&x| x < 75).sum::<u32>());
 }
 
 #[bench]
 fn iter_filter_sum_2d_stride_f32(bench: &mut Bencher) {
-    let a = Array::linspace(0., 1., 256).into_shape((16, 16)).unwrap();
+    let a = Array::linspace(0., 1., 256).into_shape_with_order((16, 16)).unwrap();
     let b = a * 100.;
     let b = b.slice(s![.., ..;2]);
     bench.iter(|| b.iter().filter(|&&x| x < 75.).sum::<f32>());
@@ -321,7 +321,7 @@ fn indexed_iter_3d_dyn(bench: &mut Bencher) {
     for ((i, j, k), elt) in a.indexed_iter_mut() {
         *elt = (i + 100 * j + 10000 * k) as _;
     }
-    let a = a.into_shape(&[ISZ; 3][..]).unwrap();
+    let a = a.into_shape_with_order(&[ISZ; 3][..]).unwrap();
 
     bench.iter(|| {
         for (i, &_elt) in a.indexed_iter() {

benches/numeric.rs

@@ -12,7 +12,7 @@ const Y: usize = 16;
 #[bench]
 fn clip(bench: &mut Bencher) {
     let mut a = Array::linspace(0., 127., N * 2)
-        .into_shape([X, Y * 2])
+        .into_shape_with_order([X, Y * 2])
         .unwrap();
     let min = 2.;
     let max = 5.;

examples/axis_ops.rs

@@ -74,7 +74,7 @@ fn main() {
     }
     regularize(&mut b).unwrap();
 
-    let mut b = b.into_shape(a.len()).unwrap();
+    let mut b = b.into_shape_with_order(a.len()).unwrap();
     regularize(&mut b).unwrap();
 
     b.invert_axis(Axis(0));

examples/life.rs

@@ -22,7 +22,7 @@ fn parse(x: &[u8]) -> Board {
         _ => None,
     }));
 
-    let a = a.into_shape((N, N)).unwrap();
+    let a = a.into_shape_with_order((N, N)).unwrap();
     map.slice_mut(s![1..-1, 1..-1]).assign(&a);
     map
 }

examples/sort-axis.rs

@@ -166,7 +166,7 @@ where
 
 #[cfg(feature = "std")]
 fn main() {
-    let a = Array::linspace(0., 63., 64).into_shape((8, 8)).unwrap();
+    let a = Array::linspace(0., 63., 64).into_shape_with_order((8, 8)).unwrap();
     let strings = a.map(|x| x.to_string());
 
     let perm = a.sort_axis_by(Axis(1), |i, j| a[[i, 0]] > a[[j, 0]]);

src/free_functions.rs

@@ -77,7 +77,7 @@ pub fn aview0<A>(x: &A) -> ArrayView0<'_, A> {
 /// let data = [1.0; 1024];
 ///
 /// // Create a 2D array view from borrowed data
-/// let a2d = aview1(&data).into_shape((32, 32)).unwrap();
+/// let a2d = aview1(&data).into_shape_with_order((32, 32)).unwrap();
 ///
 /// assert_eq!(a2d.sum(), 1024.0);
 /// ```
@@ -100,7 +100,7 @@ pub fn aview2<A, const N: usize>(xs: &[[A; N]]) -> ArrayView2<'_, A> {
 /// // Create an array view over some data, then slice it and modify it.
 /// let mut data = [0; 1024];
 /// {
-///     let mut a = aview_mut1(&mut data).into_shape((32, 32)).unwrap();
+///     let mut a = aview_mut1(&mut data).into_shape_with_order((32, 32)).unwrap();
 ///     a.slice_mut(s![.., ..;3]).fill(5);
 /// }
 /// assert_eq!(&data[..10], [5, 0, 0, 5, 0, 0, 5, 0, 0, 5]);

src/impl_constructors.rs

@@ -329,7 +329,7 @@ where
         A: Clone,
         Sh: ShapeBuilder<Dim = D>,
     {
-        let shape = shape.into_shape();
+        let shape = shape.into_shape_with_order();
         let size = size_of_shape_checked_unwrap!(&shape.dim);
         let v = vec![elem; size];
         unsafe { Self::from_shape_vec_unchecked(shape, v) }
@@ -383,7 +383,7 @@ where
         Sh: ShapeBuilder<Dim = D>,
         F: FnMut() -> A,
     {
-        let shape = shape.into_shape();
+        let shape = shape.into_shape_with_order();
         let len = size_of_shape_checked_unwrap!(&shape.dim);
         let v = to_vec_mapped(0..len, move |_| f());
         unsafe { Self::from_shape_vec_unchecked(shape, v) }
@@ -414,7 +414,7 @@ where
         Sh: ShapeBuilder<Dim = D>,
         F: FnMut(D::Pattern) -> A,
     {
-        let shape = shape.into_shape();
+        let shape = shape.into_shape_with_order();
         let _ = size_of_shape_checked_unwrap!(&shape.dim);
         if shape.is_c() {
             let v = to_vec_mapped(indices(shape.dim.clone()).into_iter(), f);
@@ -591,7 +591,7 @@ where
         Sh: ShapeBuilder<Dim = D>,
     {
         unsafe {
-            let shape = shape.into_shape();
+            let shape = shape.into_shape_with_order();
             let size = size_of_shape_checked_unwrap!(&shape.dim);
             let mut v = Vec::with_capacity(size);
             v.set_len(size);
@@ -664,7 +664,7 @@ where
         A: Copy,
         Sh: ShapeBuilder<Dim = D>,
     {
-        let shape = shape.into_shape();
+        let shape = shape.into_shape_with_order();
         let size = size_of_shape_checked_unwrap!(&shape.dim);
         let mut v = Vec::with_capacity(size);
         v.set_len(size);
@@ -687,7 +687,7 @@ where
         Sh: ShapeBuilder<Dim = D>,
     {
         unsafe {
-            let shape = shape.into_shape();
+            let shape = shape.into_shape_with_order();
             let size = size_of_shape_checked_unwrap!(&shape.dim);
             let mut v = Vec::with_capacity(size);
             v.set_len(size);