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/// Array zip macro: lock step function application across several arrays and /// producers. /// /// This is a shorthand for [`Zip`](struct.Zip.html). /// /// This example: /// /// ```rust,ignore /// azip!((a in &mut a, &b in &b, &c in &c) *a = b + c); /// ``` /// /// Is equivalent to: /// /// ```rust,ignore /// Zip::from(&mut a).and(&b).and(&c).apply(|a, &b, &c| { /// *a = b + c /// }); /// ``` /// /// The syntax is either /// /// `azip!((` *pat* `in` *expr* `,` *[* *pat* `in` *expr* `,` ... *]* `)` *body_expr* `)` /// /// or, to use `Zip::indexed` instead of `Zip::from`, /// /// `azip!((index` *pat* `,` *pat* `in` *expr* `,` *[* *pat* `in` *expr* `,` ... *]* `)` *body_expr* `)` /// /// The *expr* are expressions whose types must implement `IntoNdProducer`, the /// *pat* are the patterns of the parameters to the closure called by /// `Zip::apply`, and *body_expr* is the body of the closure called by /// `Zip::apply`. You can think of each *pat* `in` *expr* as being analogous to /// the `pat in expr` of a normal loop `for pat in expr { statements }`: a /// pattern, followed by `in`, followed by an expression that implements /// `IntoNdProducer` (analogous to `IntoIterator` for a `for` loop). /// /// **Panics** if any of the arrays are not of the same shape. /// /// ## Examples /// /// ```rust /// extern crate ndarray; /// /// use ndarray::{azip, Array1, Array2, Axis}; /// /// type M = Array2<f32>; /// /// fn main() { /// // Setup example arrays /// let mut a = M::zeros((16, 16)); /// let mut b = M::zeros(a.dim()); /// let mut c = M::zeros(a.dim()); /// /// // assign values /// b.fill(1.); /// for ((i, j), elt) in c.indexed_iter_mut() { /// *elt = (i + 10 * j) as f32; /// } /// /// // Example 1: Compute a simple ternary operation: /// // elementwise addition of b and c, stored in a /// azip!((a in &mut a, &b in &b, &c in &c) *a = b + c); /// /// assert_eq!(a, &b + &c); /// /// // Example 2: azip!() with index /// azip!((index (i, j), &b in &b, &c in &c) { /// a[[i, j]] = b - c; /// }); /// /// assert_eq!(a, &b - &c); /// /// /// // Example 3: azip!() on references /// // See the definition of the function below /// borrow_multiply(&mut a, &b, &c); /// /// assert_eq!(a, &b * &c); /// /// /// // Since this function borrows its inputs, the `IntoNdProducer` /// // expressions don't need to explicitly include `&mut` or `&`. /// fn borrow_multiply(a: &mut M, b: &M, c: &M) { /// azip!((a in a, &b in b, &c in c) *a = b * c); /// } /// /// /// // Example 4: using azip!() without dereference in pattern. /// // /// // Create a new array `totals` with one entry per row of `a`. /// // Use azip to traverse the rows of `a` and assign to the corresponding /// // entry in `totals` with the sum across each row. /// // /// // The row is an array view; it doesn't need to be dereferenced. /// let mut totals = Array1::zeros(a.rows()); /// azip!((totals in &mut totals, row in a.genrows()) *totals = row.sum()); /// /// // Check the result against the built in `.sum_axis()` along axis 1. /// assert_eq!(totals, a.sum_axis(Axis(1))); /// } /// /// ``` #[macro_export] macro_rules! azip { // Indexed with a single producer // we allow an optional trailing comma after the producers in each rule. (@build $apply:ident (index $index:pat, $first_pat:pat in $first_prod:expr $(,)?) $body:expr) => { $crate::Zip::indexed($first_prod).$apply(|$index, $first_pat| $body) }; // Indexed with more than one producer (@build $apply:ident (index $index:pat, $first_pat:pat in $first_prod:expr, $($pat:pat in $prod:expr),* $(,)?) $body:expr) => { $crate::Zip::indexed($first_prod) $(.and($prod))* .$apply(|$index, $first_pat, $($pat),*| $body) }; // Unindexed with a single producer (@build $apply:ident ($first_pat:pat in $first_prod:expr $(,)?) $body:expr) => { $crate::Zip::from($first_prod).$apply(|$first_pat| $body) }; // Unindexed with more than one producer (@build $apply:ident ($first_pat:pat in $first_prod:expr, $($pat:pat in $prod:expr),* $(,)?) $body:expr) => { $crate::Zip::from($first_prod) $(.and($prod))* .$apply(|$first_pat, $($pat),*| $body) }; // Unindexed with one or more producer, no loop body (@build $apply:ident $first_prod:expr $(, $prod:expr)* $(,)?) => { $crate::Zip::from($first_prod) $(.and($prod))* }; // catch-all rule (@build $($t:tt)*) => { compile_error!("Invalid syntax in azip!()") }; ($($t:tt)*) => { $crate::azip!(@build apply $($t)*) }; }