use crate::error::*;
use crate::{Dimension, Ix0, Ix1, Ix2, Ix3, Ix4, Ix5, Ix6, IxDyn};
pub(crate) fn co_broadcast<D1, D2, Output>(shape1: &D1, shape2: &D2) -> Result<Output, ShapeError>
where
D1: Dimension,
D2: Dimension,
Output: Dimension,
{
let (k, overflow) = shape1.ndim().overflowing_sub(shape2.ndim());
if overflow {
return co_broadcast::<D2, D1, Output>(shape2, shape1);
}
let mut out = Output::zeros(shape1.ndim());
for (out, s) in izip!(out.slice_mut(), shape1.slice()) {
*out = *s;
}
for (out, s2) in izip!(&mut out.slice_mut()[k..], shape2.slice()) {
if *out != *s2 {
if *out == 1 {
*out = *s2
} else if *s2 != 1 {
return Err(from_kind(ErrorKind::IncompatibleShape));
}
}
}
Ok(out)
}
pub trait DimMax<Other: Dimension> {
type Output: Dimension;
}
impl<D: Dimension> DimMax<D> for D {
type Output = D;
}
macro_rules! impl_broadcast_distinct_fixed {
($smaller:ty, $larger:ty) => {
impl DimMax<$larger> for $smaller {
type Output = $larger;
}
impl DimMax<$smaller> for $larger {
type Output = $larger;
}
};
}
impl_broadcast_distinct_fixed!(Ix0, Ix1);
impl_broadcast_distinct_fixed!(Ix0, Ix2);
impl_broadcast_distinct_fixed!(Ix0, Ix3);
impl_broadcast_distinct_fixed!(Ix0, Ix4);
impl_broadcast_distinct_fixed!(Ix0, Ix5);
impl_broadcast_distinct_fixed!(Ix0, Ix6);
impl_broadcast_distinct_fixed!(Ix1, Ix2);
impl_broadcast_distinct_fixed!(Ix1, Ix3);
impl_broadcast_distinct_fixed!(Ix1, Ix4);
impl_broadcast_distinct_fixed!(Ix1, Ix5);
impl_broadcast_distinct_fixed!(Ix1, Ix6);
impl_broadcast_distinct_fixed!(Ix2, Ix3);
impl_broadcast_distinct_fixed!(Ix2, Ix4);
impl_broadcast_distinct_fixed!(Ix2, Ix5);
impl_broadcast_distinct_fixed!(Ix2, Ix6);
impl_broadcast_distinct_fixed!(Ix3, Ix4);
impl_broadcast_distinct_fixed!(Ix3, Ix5);
impl_broadcast_distinct_fixed!(Ix3, Ix6);
impl_broadcast_distinct_fixed!(Ix4, Ix5);
impl_broadcast_distinct_fixed!(Ix4, Ix6);
impl_broadcast_distinct_fixed!(Ix5, Ix6);
impl_broadcast_distinct_fixed!(Ix0, IxDyn);
impl_broadcast_distinct_fixed!(Ix1, IxDyn);
impl_broadcast_distinct_fixed!(Ix2, IxDyn);
impl_broadcast_distinct_fixed!(Ix3, IxDyn);
impl_broadcast_distinct_fixed!(Ix4, IxDyn);
impl_broadcast_distinct_fixed!(Ix5, IxDyn);
impl_broadcast_distinct_fixed!(Ix6, IxDyn);
#[cfg(test)]
#[cfg(feature = "std")]
mod tests {
use super::co_broadcast;
use crate::{Dimension, Dim, DimMax, ShapeError, Ix0, IxDynImpl, ErrorKind};
#[test]
fn test_broadcast_shape() {
fn test_co<D1, D2>(
d1: &D1,
d2: &D2,
r: Result<<D1 as DimMax<D2>>::Output, ShapeError>,
) where
D1: Dimension + DimMax<D2>,
D2: Dimension,
{
let d = co_broadcast::<D1, D2, <D1 as DimMax<D2>>::Output>(&d1, d2);
assert_eq!(d, r);
}
test_co(&Dim([2, 3]), &Dim([4, 1, 3]), Ok(Dim([4, 2, 3])));
test_co(
&Dim([1, 2, 2]),
&Dim([1, 3, 4]),
Err(ShapeError::from_kind(ErrorKind::IncompatibleShape)),
);
test_co(&Dim([3, 4, 5]), &Ix0(), Ok(Dim([3, 4, 5])));
let v = vec![1, 2, 3, 4, 5, 6, 7];
test_co(
&Dim(vec![1, 1, 3, 1, 5, 1, 7]),
&Dim([2, 1, 4, 1, 6, 1]),
Ok(Dim(IxDynImpl::from(v.as_slice()))),
);
let d = Dim([1, 2, 1, 3]);
test_co(&d, &d, Ok(d));
test_co(
&Dim([2, 1, 2]).into_dyn(),
&Dim(0),
Err(ShapeError::from_kind(ErrorKind::IncompatibleShape)),
);
test_co(
&Dim([2, 1, 1]),
&Dim([0, 0, 1, 3, 4]),
Ok(Dim([0, 0, 2, 3, 4])),
);
test_co(&Dim([0]), &Dim([0, 0, 0]), Ok(Dim([0, 0, 0])));
test_co(&Dim(1), &Dim([1, 0, 0]), Ok(Dim([1, 0, 0])));
test_co(
&Dim([1, 3, 0, 1, 1]),
&Dim([1, 2, 3, 1]),
Err(ShapeError::from_kind(ErrorKind::IncompatibleShape)),
);
}
}