nullvec 0.1.0

Rust nullable vector, which can contain null(missing) values as element
Documentation 
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//! Broadcast and lementwise ops for "standard" vec
//! internally used for NullVec ops

pub struct Elemwise;

/// perform broadcast and elemwise op avoiding unnecessary clone
impl Elemwise {
    pub fn broadcast_oo<T, V, R, F>(values: Vec<T>, _rhs: V, func: F) -> Vec<R>
        where V: Clone,
              F: Fn(T, V) -> R
    {

        // ToDo: because values are moved, values can be overwritten
        // if T == V == R
        let new_values: Vec<R> = values.into_iter()
            .map(|x| func(x, _rhs.clone()))
            .collect();
        new_values
    }

    pub fn broadcast_or<T, V, R, F>(values: Vec<T>, _rhs: &V, func: F) -> Vec<R>
        where V: Clone,
              F: Fn(T, V) -> R
    {

        let new_values: Vec<R> = values.into_iter()
            .map(|x| func(x, _rhs.clone()))
            .collect();
        new_values
    }

    pub fn broadcast_ro<T, V, R, F>(values: &[T], _rhs: V, func: F) -> Vec<R>
        where T: Clone,
              V: Clone,
              F: Fn(T, V) -> R
    {

        let new_values: Vec<R> = values.iter()
            .map(|x| func(x.clone(), _rhs.clone()))
            .collect();
        new_values
    }

    pub fn broadcast_rr<T, V, R, F>(values: &[T], _rhs: &V, func: F) -> Vec<R>
        where T: Clone,
              V: Clone,
              F: Fn(T, V) -> R
    {

        let new_values: Vec<R> = values.iter()
            .map(|x| func(x.clone(), _rhs.clone()))
            .collect();
        new_values
    }

    pub fn elemwise_oo<T, V, R, F>(values: Vec<T>, _rhs: Vec<V>, func: F) -> Vec<R>
        where F: Fn(T, V) -> R
    {

        assert!(values.len() == _rhs.len(),
                "lhs and rhs must be the same length");
        let new_values: Vec<R> = values.into_iter()
            .zip(_rhs.into_iter())
            .map(|(x, y)| func(x, y))
            .collect();
        new_values
    }

    pub fn elemwise_or<T, V, R, F>(values: Vec<T>, _rhs: &[V], func: F) -> Vec<R>
        where V: Clone,
              F: Fn(T, V) -> R
    {

        assert!(values.len() == _rhs.len(),
                "lhs and rhs must be the same length");
        let new_values: Vec<R> = values.into_iter()
            .zip(_rhs.iter())
            .map(|(x, y)| func(x, y.clone()))
            .collect();
        new_values
    }

    pub fn elemwise_ro<T, V, R, F>(values: &[T], _rhs: Vec<V>, func: F) -> Vec<R>
        where T: Clone,
              F: Fn(T, V) -> R
    {

        assert!(values.len() == _rhs.len(),
                "lhs and rhs must be the same length");
        let new_values: Vec<R> = values.iter()
            .zip(_rhs.into_iter())
            .map(|(x, y)| func(x.clone(), y))
            .collect();
        new_values
    }

    pub fn elemwise_rr<T, V, R, F>(values: &[T], _rhs: &[V], func: F) -> Vec<R>
        where T: Clone,
              V: Clone,
              F: Fn(T, V) -> R
    {

        assert!(values.len() == _rhs.len(),
                "lhs and rhs must be the same length");
        let new_values: Vec<R> = values.iter()
            .zip(_rhs.iter())
            .map(|(x, y)| func(x.clone(), y.clone()))
            .collect();
        new_values
    }
}

#[cfg(test)]
mod tests {

    use super::Elemwise;

    #[test]
    fn test_broadcast_oo() {
        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_oo(v1, 2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_oo(v1, 2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_broadcast_or() {
        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_or(v1, &2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_or(v1, &2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_broadcast_ro() {
        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_ro(&v1, 2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_ro(&v1, 2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_broadcast_rr() {
        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_rr(&v1, &2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let res = Elemwise::broadcast_rr(&v1, &2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_elemwise_oo() {
        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_oo(v1, v2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_oo(v1, v2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_elemwise_or() {
        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_or(v1, &v2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_or(v1, &v2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_elemwise_ro() {
        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_ro(&v1, v2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_ro(&v1, v2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }

    #[test]
    fn test_elemwise_rr() {
        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_rr(&v1, &v2, |x, y| x + y);
        assert_eq!(res, vec![3, 4, 5]);

        let v1 = vec![1, 2, 3];
        let v2 = vec![2, 2, 2];
        let res = Elemwise::elemwise_rr(&v1, &v2, |x, y| x - y);
        assert_eq!(res, vec![-1, 0, 1]);
    }
}