LC:NN upload 3 - node_ordering.rs

use std::cmp::Ordering;

use node_defs::{Container, NodeData, Sum, Product, Power, Primitive};

#[derive(Eq, Ord, PartialEq, PartialOrd)]
enum PrimitiveType {
    Input,
    SystemVariable,
    Parameter,
    Sigmoid,
}

impl<T: NodeData> Primitive<T> {
    fn simplify(&self) -> PrimitiveType {
        match self {
            &Primitive::Input(_) => PrimitiveType::Input,
            &Primitive::SystemVariable(_) => PrimitiveType::SystemVariable,
            &Primitive::Parameter(_) => PrimitiveType::Parameter,
            &Primitive::Sigmoid(_, _) => PrimitiveType::Sigmoid,
        }
    }
}

impl<T: NodeData> Ord for Sum<T> {
    fn cmp(&self, other: &Sum<T>) -> Ordering {
        let cmp_result = self.constant.cmp(&other.constant);
        match cmp_result {
            Ordering::Equal => {
                for (self_term, other_term) in
                    self.terms
                        .clone()
                        .into_iter()
                        .zip(other.terms.clone()) {
                    let cmp_result = self_term.cmp(&other_term);
                    match cmp_result {
                        Ordering::Equal => (),
                        _ => return cmp_result,
                    }
                }
                let cmp_result = self.terms.len().cmp(&other.terms.len());
                match cmp_result {
                    Ordering::Equal => self.minus.cmp(&other.minus),
                    _ => cmp_result,
                }
            }
            _ => cmp_result,
        }
    }
}

impl<T: NodeData> Ord for Product<T> {
    fn cmp(&self, other: &Product<T>) -> Ordering {
        let cmp_result = self.fuzzy_cmp(other);
        match cmp_result {
            Ordering::Equal => self.coefficient.cmp(&other.coefficient),
            _ => cmp_result,
        }
    }
}

impl<T: NodeData> Product<T> {
    pub fn fuzzy_cmp(&self, other: &Product<T>) -> Ordering {
        for (self_power, other_power) in
            self.powers
                .clone()
                .into_iter()
                .zip(other.powers.clone()) {
            let cmp_result = self_power.cmp(&other_power);
            match cmp_result {
                Ordering::Equal => (),
                _ => return cmp_result,
            }
        }
        self.powers.len().cmp(&other.powers.len())
    }
}

impl<T: NodeData> Ord for Power<T> {
    fn cmp(&self, other: &Power<T>) -> Ordering {
        match self.fuzzy_cmp(&other) {
            Ordering::Equal => self.exponent.cmp(&other.exponent),
            cmp_result => cmp_result,
        }
    }
}

impl<T: NodeData> Power<T> {
    pub fn fuzzy_cmp(&self, other: &Power<T>) -> Ordering {
        self.primitive.cmp(&other.primitive)
    }
}

impl<T: NodeData> Ord for Primitive<T> {
    fn cmp(&self, other: &Primitive<T>) -> Ordering {
        match (self, other) {
            (&Primitive::Input(ref a), &Primitive::Input(ref b)) => a.cmp(b),
            (&Primitive::SystemVariable(ref a), &Primitive::SystemVariable(ref b)) => a.cmp(b),
            (&Primitive::Parameter(ref a), &Primitive::Parameter(ref b)) => a.cmp(b),
            (&Primitive::Sigmoid(minus_a, ref a), &Primitive::Sigmoid(minus_b, ref b)) => {
                let cmp_result = a.cmp(b);
                match cmp_result {
                    Ordering::Equal => minus_a.cmp(&minus_b),
                    _ => cmp_result,
                }
            }
            _ => self.simplify().cmp(&other.simplify()),
        }
    }
}