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| 1 | +use ndarray::prelude::*; |
| 2 | + |
| 3 | +use itertools::enumerate; |
| 4 | + |
| 5 | +use ndarray::Order; |
| 6 | + |
| 7 | +#[test] |
| 8 | +fn reshape() { |
| 9 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 10 | + let v = aview1(&data); |
| 11 | + let u = v.into_shape((3, 3)); |
| 12 | + assert!(u.is_err()); |
| 13 | + let u = v.into_shape((2, 2, 2)); |
| 14 | + assert!(u.is_ok()); |
| 15 | + let u = u.unwrap(); |
| 16 | + assert_eq!(u.shape(), &[2, 2, 2]); |
| 17 | + let s = u.into_shape((4, 2)).unwrap(); |
| 18 | + assert_eq!(s.shape(), &[4, 2]); |
| 19 | + assert_eq!(s, aview2(&[[1, 2], [3, 4], [5, 6], [7, 8]])); |
| 20 | +} |
| 21 | + |
| 22 | +#[test] |
| 23 | +#[should_panic(expected = "IncompatibleShape")] |
| 24 | +fn reshape_error1() { |
| 25 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 26 | + let v = aview1(&data); |
| 27 | + let _u = v.into_shape((2, 5)).unwrap(); |
| 28 | +} |
| 29 | + |
| 30 | +#[test] |
| 31 | +#[should_panic(expected = "IncompatibleLayout")] |
| 32 | +fn reshape_error2() { |
| 33 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 34 | + let v = aview1(&data); |
| 35 | + let mut u = v.into_shape((2, 2, 2)).unwrap(); |
| 36 | + u.swap_axes(0, 1); |
| 37 | + let _s = u.into_shape((2, 4)).unwrap(); |
| 38 | +} |
| 39 | + |
| 40 | +#[test] |
| 41 | +fn reshape_f() { |
| 42 | + let mut u = Array::zeros((3, 4).f()); |
| 43 | + for (i, elt) in enumerate(u.as_slice_memory_order_mut().unwrap()) { |
| 44 | + *elt = i as i32; |
| 45 | + } |
| 46 | + let v = u.view(); |
| 47 | + println!("{:?}", v); |
| 48 | + |
| 49 | + // noop ok |
| 50 | + let v2 = v.into_shape((3, 4)); |
| 51 | + assert!(v2.is_ok()); |
| 52 | + assert_eq!(v, v2.unwrap()); |
| 53 | + |
| 54 | + let u = v.into_shape((3, 2, 2)); |
| 55 | + assert!(u.is_ok()); |
| 56 | + let u = u.unwrap(); |
| 57 | + println!("{:?}", u); |
| 58 | + assert_eq!(u.shape(), &[3, 2, 2]); |
| 59 | + let s = u.into_shape((4, 3)).unwrap(); |
| 60 | + println!("{:?}", s); |
| 61 | + assert_eq!(s.shape(), &[4, 3]); |
| 62 | + assert_eq!(s, aview2(&[[0, 4, 8], [1, 5, 9], [2, 6, 10], [3, 7, 11]])); |
| 63 | +} |
| 64 | + |
| 65 | + |
| 66 | +#[test] |
| 67 | +fn to_shape_easy() { |
| 68 | + // 1D -> C -> C |
| 69 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 70 | + let v = aview1(&data); |
| 71 | + let u = v.to_shape(((3, 3), Order::RowMajor)); |
| 72 | + assert!(u.is_err()); |
| 73 | + |
| 74 | + let u = v.to_shape(((2, 2, 2), Order::C)); |
| 75 | + assert!(u.is_ok()); |
| 76 | + |
| 77 | + let u = u.unwrap(); |
| 78 | + assert!(u.is_view()); |
| 79 | + assert_eq!(u.shape(), &[2, 2, 2]); |
| 80 | + assert_eq!(u, array![[[1, 2], [3, 4]], [[5, 6], [7, 8]]]); |
| 81 | + |
| 82 | + let s = u.to_shape((4, 2)).unwrap(); |
| 83 | + assert_eq!(s.shape(), &[4, 2]); |
| 84 | + assert_eq!(s, aview2(&[[1, 2], [3, 4], [5, 6], [7, 8]])); |
| 85 | + |
| 86 | + // 1D -> F -> F |
| 87 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 88 | + let v = aview1(&data); |
| 89 | + let u = v.to_shape(((3, 3), Order::ColumnMajor)); |
| 90 | + assert!(u.is_err()); |
| 91 | + |
| 92 | + let u = v.to_shape(((2, 2, 2), Order::ColumnMajor)); |
| 93 | + assert!(u.is_ok()); |
| 94 | + |
| 95 | + let u = u.unwrap(); |
| 96 | + assert!(u.is_view()); |
| 97 | + assert_eq!(u.shape(), &[2, 2, 2]); |
| 98 | + assert_eq!(u, array![[[1, 5], [3, 7]], [[2, 6], [4, 8]]]); |
| 99 | + |
| 100 | + let s = u.to_shape(((4, 2), Order::ColumnMajor)).unwrap(); |
| 101 | + assert_eq!(s.shape(), &[4, 2]); |
| 102 | + assert_eq!(s, array![[1, 5], [2, 6], [3, 7], [4, 8]]); |
| 103 | +} |
| 104 | + |
| 105 | +#[test] |
| 106 | +fn to_shape_copy() { |
| 107 | + // 1D -> C -> F |
| 108 | + let v = ArrayView::from(&[1, 2, 3, 4, 5, 6, 7, 8]); |
| 109 | + let u = v.to_shape(((4, 2), Order::RowMajor)).unwrap(); |
| 110 | + assert_eq!(u.shape(), &[4, 2]); |
| 111 | + assert_eq!(u, array![[1, 2], [3, 4], [5, 6], [7, 8]]); |
| 112 | + |
| 113 | + let u = u.to_shape(((2, 4), Order::ColumnMajor)).unwrap(); |
| 114 | + assert_eq!(u.shape(), &[2, 4]); |
| 115 | + assert_eq!(u, array![[1, 5, 2, 6], [3, 7, 4, 8]]); |
| 116 | + |
| 117 | + // 1D -> F -> C |
| 118 | + let v = ArrayView::from(&[1, 2, 3, 4, 5, 6, 7, 8]); |
| 119 | + let u = v.to_shape(((4, 2), Order::ColumnMajor)).unwrap(); |
| 120 | + assert_eq!(u.shape(), &[4, 2]); |
| 121 | + assert_eq!(u, array![[1, 5], [2, 6], [3, 7], [4, 8]]); |
| 122 | + |
| 123 | + let u = u.to_shape((2, 4)).unwrap(); |
| 124 | + assert_eq!(u.shape(), &[2, 4]); |
| 125 | + assert_eq!(u, array![[1, 5, 2, 6], [3, 7, 4, 8]]); |
| 126 | +} |
| 127 | + |
| 128 | +#[test] |
| 129 | +fn to_shape_add_axis() { |
| 130 | + // 1D -> C -> C |
| 131 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 132 | + let v = aview1(&data); |
| 133 | + let u = v.to_shape(((4, 2), Order::RowMajor)).unwrap(); |
| 134 | + |
| 135 | + assert!(u.to_shape(((1, 4, 2), Order::RowMajor)).unwrap().is_view()); |
| 136 | + assert!(u.to_shape(((1, 4, 2), Order::ColumnMajor)).unwrap().is_owned()); |
| 137 | +} |
| 138 | + |
| 139 | + |
| 140 | +#[test] |
| 141 | +fn to_shape_copy_stride() { |
| 142 | + let v = array![[1, 2, 3, 4], [5, 6, 7, 8]]; |
| 143 | + let vs = v.slice(s![.., ..3]); |
| 144 | + let lin1 = vs.to_shape(6).unwrap(); |
| 145 | + assert_eq!(lin1, array![1, 2, 3, 5, 6, 7]); |
| 146 | + assert!(lin1.is_owned()); |
| 147 | + |
| 148 | + let lin2 = vs.to_shape((6, Order::ColumnMajor)).unwrap(); |
| 149 | + assert_eq!(lin2, array![1, 5, 2, 6, 3, 7]); |
| 150 | + assert!(lin2.is_owned()); |
| 151 | +} |
| 152 | + |
| 153 | +#[test] |
| 154 | +#[should_panic(expected = "IncompatibleShape")] |
| 155 | +fn to_shape_error1() { |
| 156 | + let data = [1, 2, 3, 4, 5, 6, 7, 8]; |
| 157 | + let v = aview1(&data); |
| 158 | + let _u = v.to_shape((2, 5)).unwrap(); |
| 159 | +} |
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