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use numpy::prelude::*;
use numpy::{array, dot, einsum, inner, pyarray, PyArray0, PyArray1, PyArray2};
use pyo3::{Bound, Python};
#[test]
fn test_dot() {
Python::attach(|py| {
let a = pyarray![py, [1, 0], [0, 1]];
let b = pyarray![py, [4, 1], [2, 2]];
let c: Bound<'_, PyArray2<_>> = dot(&a, &b).unwrap();
assert_eq!(c.readonly().as_array(), array![[4, 1], [2, 2]]);
let a = pyarray![py, 1, 2, 3];
let err = dot::<_, _, _, Bound<'_, PyArray2<_>>>(&a, &b).unwrap_err();
assert!(err.to_string().contains("not aligned"), "{}", err);
let a = pyarray![py, 1, 2, 3];
let b = pyarray![py, 0, 1, 0];
let c: Bound<'_, PyArray0<_>> = dot(&a, &b).unwrap();
assert_eq!(c.item(), 2);
let c: i32 = dot(&a, &b).unwrap();
assert_eq!(c, 2);
let a = pyarray![py, 1.0, 2.0, 3.0];
let b = pyarray![py, 0.0, 0.0, 0.0];
let c: f64 = dot(&a, &b).unwrap();
assert_eq!(c, 0.0);
});
}
#[test]
fn test_inner() {
Python::attach(|py| {
let a = pyarray![py, 1, 2, 3];
let b = pyarray![py, 0, 1, 0];
let c: Bound<'_, PyArray0<_>> = inner(&a, &b).unwrap();
assert_eq!(c.item(), 2);
let c: i32 = inner(&a, &b).unwrap();
assert_eq!(c, 2);
let a = pyarray![py, 1.0, 2.0, 3.0];
let b = pyarray![py, 0.0, 0.0, 0.0];
let c: f64 = inner(&a, &b).unwrap();
assert_eq!(c, 0.0);
let a = pyarray![py, [1, 0], [0, 1]];
let b = pyarray![py, [4, 1], [2, 2]];
let c: Bound<'_, PyArray2<_>> = inner(&a, &b).unwrap();
assert_eq!(c.readonly().as_array(), array![[4, 2], [1, 2]]);
let a = pyarray![py, 1, 2, 3];
let err = inner::<_, _, _, Bound<'_, PyArray2<_>>>(&a, &b).unwrap_err();
assert!(err.to_string().contains("not aligned"), "{}", err);
});
}
#[test]
fn test_einsum() {
Python::attach(|py| {
let a = PyArray1::<i32>::arange(py, 0, 25, 1)
.reshape([5, 5])
.unwrap();
let b = pyarray![py, 0, 1, 2, 3, 4];
let c = pyarray![py, [0, 1, 2], [3, 4, 5]];
let d: Bound<'_, PyArray0<_>> = einsum!("ii", a).unwrap();
assert_eq!(d.item(), 60);
let d: i32 = einsum!("ii", a).unwrap();
assert_eq!(d, 60);
let d: Bound<'_, PyArray1<_>> = einsum!("ii->i", a).unwrap();
assert_eq!(d.readonly().as_array(), array![0, 6, 12, 18, 24]);
let d: Bound<'_, PyArray1<_>> = einsum!("ij->i", a).unwrap();
assert_eq!(d.readonly().as_array(), array![10, 35, 60, 85, 110]);
let d: Bound<'_, PyArray2<_>> = einsum!("ji", c).unwrap();
assert_eq!(d.readonly().as_array(), array![[0, 3], [1, 4], [2, 5]]);
let d: Bound<'_, PyArray1<_>> = einsum!("ij,j", a, b).unwrap();
assert_eq!(d.readonly().as_array(), array![30, 80, 130, 180, 230]);
});
}
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