1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107
// Copyright 2014-2016 bluss and ndarray developers. // // Licensed under the Apache License, Version 2.0 <LICENSE-APACHE or // http://www.apache.org/licenses/LICENSE-2.0> or the MIT license // <LICENSE-MIT or http://opensource.org/licenses/MIT>, at your // option. This file may not be copied, modified, or distributed // except according to those terms. use imp_prelude::*; use error::{ShapeError, ErrorKind, from_kind}; /// Stack arrays along the given axis. /// /// ***Errors*** if the arrays have mismatching shapes, apart from along `axis`. /// (may be made more flexible in the future).<br> /// ***Errors*** if `arrays` is empty, if `axis` is out of bounds, /// if the result is larger than is possible to represent. /// /// ``` /// use ndarray::{arr2, Axis, stack}; /// /// let a = arr2(&[[2., 2.], /// [3., 3.]]); /// assert!( /// stack(Axis(0), &[a.view(), a.view()]) /// == Ok(arr2(&[[2., 2.], /// [3., 3.], /// [2., 2.], /// [3., 3.]])) /// ); /// ``` pub fn stack<'a, A, D>(axis: Axis, arrays: &[ArrayView<'a, A, D>]) -> Result<Array<A, D>, ShapeError> where A: Copy, D: RemoveAxis { if arrays.len() == 0 { return Err(from_kind(ErrorKind::Unsupported)); } let mut res_dim = arrays[0].dim(); if axis.axis() >= res_dim.ndim() { return Err(from_kind(ErrorKind::OutOfBounds)); } let common_dim = res_dim.remove_axis(axis); if arrays.iter().any(|a| a.dim().remove_axis(axis) != common_dim) { return Err(from_kind(ErrorKind::IncompatibleShape)); } let stacked_dim = arrays.iter() .fold(0, |acc, a| acc + a.shape().axis(axis)); res_dim.set_axis(axis, stacked_dim); // we can safely use uninitialized values here because they are Copy // and we will only ever write to them let size = res_dim.size(); let mut v = Vec::with_capacity(size); unsafe { v.set_len(size); } let mut res = try!(Array::from_shape_vec(res_dim, v)); { let mut assign_view = res.view_mut(); for array in arrays { let len = array.shape().axis(axis); let (mut front, rest) = assign_view.split_at(axis, len); front.assign(array); assign_view = rest; } } Ok(res) } /// Stack arrays along the given axis. /// /// Uses the [`stack`][1] function, calling `ArrayView::from(&a)` on each /// argument `a`. /// /// [1]: fn.stack.html /// /// ***Panics*** if the `stack` function would return an error. /// /// ``` /// #[macro_use(stack)] /// extern crate ndarray; /// /// use ndarray::{arr2, Axis, stack}; /// /// # fn main() { /// /// let a = arr2(&[[2., 2.], /// [3., 3.]]); /// assert!( /// stack![Axis(0), a, a] /// == arr2(&[[2., 2.], /// [3., 3.], /// [2., 2.], /// [3., 3.]]) /// ); /// # } /// ``` #[macro_export] macro_rules! stack { ($axis:expr, $( $array:expr ),+ ) => { $crate::stack($axis, &[ $($crate::ArrayView::from(&$array) ),* ]).unwrap() } }