solverforge_scoring/stream/

complemented_stream.rs

// Zero-erasure complemented constraint stream.
//
// A `ComplementedConstraintStream` adds entities from a complement source
// that are not present in grouped results, with default values.

use std::hash::Hash;
use std::marker::PhantomData;

use solverforge_core::score::Score;
use solverforge_core::{ConstraintRef, ImpactType};

use super::collector::UniCollector;
use crate::constraint::complemented::ComplementedGroupConstraint;

// Zero-erasure constraint stream with complemented groups.
//
// `ComplementedConstraintStream` results from calling `complement` on a
// `GroupedConstraintStream`. It ensures all keys from a complement source
// are represented, using default values for missing keys.
//
// The key function for A entities returns `Option<K>` to allow skipping
// entities without valid keys (e.g., unassigned shifts).
//
// # Type Parameters
//
// - `S` - Solution type
// - `A` - Original entity type (e.g., Shift)
// - `B` - Complement entity type (e.g., Employee)
// - `K` - Group key type
// - `EA` - Extractor for A entities
// - `EB` - Extractor for B entities (complement source)
// - `KA` - Key function for A (returns `Option<K>` to allow filtering)
// - `KB` - Key function for B
// - `C` - Collector type
// - `D` - Default value function
// - `Sc` - Score type
//
// # Example
//
// ```
// use solverforge_scoring::stream::ConstraintFactory;
// use solverforge_scoring::stream::collector::count;
// use solverforge_scoring::api::constraint_set::IncrementalConstraint;
// use solverforge_core::score::SoftScore;
//
// #[derive(Clone, Hash, PartialEq, Eq)]
// struct Employee { id: usize }
//
// #[derive(Clone, Hash, PartialEq, Eq)]
// struct Shift { employee_id: usize }
//
// #[derive(Clone)]
// struct Schedule {
//     employees: Vec<Employee>,
//     shifts: Vec<Shift>,
// }
//
// // Count shifts per employee, including employees with 0 shifts
// let constraint = ConstraintFactory::<Schedule, SoftScore>::new()
//     .for_each(|s: &Schedule| &s.shifts)
//     .group_by(|shift: &Shift| shift.employee_id, count())
//     .complement(
//         |s: &Schedule| s.employees.as_slice(),
//         |emp: &Employee| emp.id,
//         |_emp: &Employee| 0usize,
//     )
//     .penalize_with(|count: &usize| SoftScore::of(*count as i64))
//     .named("Shift count");
//
// let schedule = Schedule {
//     employees: vec![Employee { id: 0 }, Employee { id: 1 }, Employee { id: 2 }],
//     shifts: vec![
//         Shift { employee_id: 0 },
//         Shift { employee_id: 0 },
//         // Employee 1 has 0 shifts, Employee 2 has 0 shifts
//     ],
// };
//
// // Employee 0: 2, Employee 1: 0, Employee 2: 0 → Total: -2
// assert_eq!(constraint.evaluate(&schedule), SoftScore::of(-2));
// ```
pub struct ComplementedConstraintStream<S, A, B, K, EA, EB, KA, KB, C, D, Sc>
where
    Sc: Score,
{
    extractor_a: EA,
    extractor_b: EB,
    key_a: KA,
    key_b: KB,
    collector: C,
    default_fn: D,
    _phantom: PhantomData<(fn() -> S, fn() -> A, fn() -> B, fn() -> K, fn() -> Sc)>,
}

impl<S, A, B, K, EA, EB, KA, KB, C, D, Sc>
    ComplementedConstraintStream<S, A, B, K, EA, EB, KA, KB, C, D, Sc>
where
    S: Send + Sync + 'static,
    A: Clone + Send + Sync + 'static,
    B: Clone + Send + Sync + 'static,
    K: Clone + Eq + Hash + Send + Sync + 'static,
    EA: Fn(&S) -> &[A] + Send + Sync,
    EB: Fn(&S) -> &[B] + Send + Sync,
    KA: Fn(&A) -> Option<K> + Send + Sync,
    KB: Fn(&B) -> K + Send + Sync,
    C: UniCollector<A> + Send + Sync + 'static,
    C::Accumulator: Send + Sync,
    C::Result: Clone + Send + Sync,
    D: Fn(&B) -> C::Result + Send + Sync,
    Sc: Score + 'static,
{
    // Creates a new complemented constraint stream.
    pub(crate) fn new(
        extractor_a: EA,
        extractor_b: EB,
        key_a: KA,
        key_b: KB,
        collector: C,
        default_fn: D,
    ) -> Self {
        Self {
            extractor_a,
            extractor_b,
            key_a,
            key_b,
            collector,
            default_fn,
            _phantom: PhantomData,
        }
    }

    // Penalizes each complemented group with a weight based on the result.
    pub fn penalize_with<W>(
        self,
        weight_fn: W,
    ) -> ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
    where
        W: Fn(&C::Result) -> Sc + Send + Sync,
    {
        ComplementedConstraintBuilder {
            extractor_a: self.extractor_a,
            extractor_b: self.extractor_b,
            key_a: self.key_a,
            key_b: self.key_b,
            collector: self.collector,
            default_fn: self.default_fn,
            impact_type: ImpactType::Penalty,
            weight_fn,
            is_hard: false,
            _phantom: PhantomData,
        }
    }

    // Penalizes each complemented group, explicitly marked as hard constraint.
    pub fn penalize_hard_with<W>(
        self,
        weight_fn: W,
    ) -> ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
    where
        W: Fn(&C::Result) -> Sc + Send + Sync,
    {
        ComplementedConstraintBuilder {
            extractor_a: self.extractor_a,
            extractor_b: self.extractor_b,
            key_a: self.key_a,
            key_b: self.key_b,
            collector: self.collector,
            default_fn: self.default_fn,
            impact_type: ImpactType::Penalty,
            weight_fn,
            is_hard: true,
            _phantom: PhantomData,
        }
    }

    // Rewards each complemented group with a weight based on the result.
    pub fn reward_with<W>(
        self,
        weight_fn: W,
    ) -> ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
    where
        W: Fn(&C::Result) -> Sc + Send + Sync,
    {
        ComplementedConstraintBuilder {
            extractor_a: self.extractor_a,
            extractor_b: self.extractor_b,
            key_a: self.key_a,
            key_b: self.key_b,
            collector: self.collector,
            default_fn: self.default_fn,
            impact_type: ImpactType::Reward,
            weight_fn,
            is_hard: false,
            _phantom: PhantomData,
        }
    }

    // Rewards each complemented group, explicitly marked as hard constraint.
    pub fn reward_hard_with<W>(
        self,
        weight_fn: W,
    ) -> ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
    where
        W: Fn(&C::Result) -> Sc + Send + Sync,
    {
        ComplementedConstraintBuilder {
            extractor_a: self.extractor_a,
            extractor_b: self.extractor_b,
            key_a: self.key_a,
            key_b: self.key_b,
            collector: self.collector,
            default_fn: self.default_fn,
            impact_type: ImpactType::Reward,
            weight_fn,
            is_hard: true,
            _phantom: PhantomData,
        }
    }

    // Penalizes each complemented group with one hard score unit.
    pub fn penalize_hard(
        self,
    ) -> ComplementedConstraintBuilder<
        S,
        A,
        B,
        K,
        EA,
        EB,
        KA,
        KB,
        C,
        D,
        impl Fn(&C::Result) -> Sc + Send + Sync,
        Sc,
    >
    where
        Sc: Copy,
    {
        let w = Sc::one_hard();
        self.penalize_hard_with(move |_: &C::Result| w)
    }

    // Penalizes each complemented group with one soft score unit.
    pub fn penalize_soft(
        self,
    ) -> ComplementedConstraintBuilder<
        S,
        A,
        B,
        K,
        EA,
        EB,
        KA,
        KB,
        C,
        D,
        impl Fn(&C::Result) -> Sc + Send + Sync,
        Sc,
    >
    where
        Sc: Copy,
    {
        let w = Sc::one_soft();
        self.penalize_with(move |_: &C::Result| w)
    }

    // Rewards each complemented group with one hard score unit.
    pub fn reward_hard(
        self,
    ) -> ComplementedConstraintBuilder<
        S,
        A,
        B,
        K,
        EA,
        EB,
        KA,
        KB,
        C,
        D,
        impl Fn(&C::Result) -> Sc + Send + Sync,
        Sc,
    >
    where
        Sc: Copy,
    {
        let w = Sc::one_hard();
        self.reward_hard_with(move |_: &C::Result| w)
    }

    // Rewards each complemented group with one soft score unit.
    pub fn reward_soft(
        self,
    ) -> ComplementedConstraintBuilder<
        S,
        A,
        B,
        K,
        EA,
        EB,
        KA,
        KB,
        C,
        D,
        impl Fn(&C::Result) -> Sc + Send + Sync,
        Sc,
    >
    where
        Sc: Copy,
    {
        let w = Sc::one_soft();
        self.reward_with(move |_: &C::Result| w)
    }
}

impl<S, A, B, K, EA, EB, KA, KB, C, D, Sc: Score> std::fmt::Debug
    for ComplementedConstraintStream<S, A, B, K, EA, EB, KA, KB, C, D, Sc>
{
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        f.debug_struct("ComplementedConstraintStream").finish()
    }
}

// Zero-erasure builder for finalizing a complemented constraint.
pub struct ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
where
    Sc: Score,
{
    extractor_a: EA,
    extractor_b: EB,
    key_a: KA,
    key_b: KB,
    collector: C,
    default_fn: D,
    impact_type: ImpactType,
    weight_fn: W,
    is_hard: bool,
    _phantom: PhantomData<(fn() -> S, fn() -> A, fn() -> B, fn() -> K, fn() -> Sc)>,
}

impl<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
    ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
where
    S: Send + Sync + 'static,
    A: Clone + Send + Sync + 'static,
    B: Clone + Send + Sync + 'static,
    K: Clone + Eq + Hash + Send + Sync + 'static,
    EA: Fn(&S) -> &[A] + Send + Sync,
    EB: Fn(&S) -> &[B] + Send + Sync,
    KA: Fn(&A) -> Option<K> + Send + Sync,
    KB: Fn(&B) -> K + Send + Sync,
    C: UniCollector<A> + Send + Sync + 'static,
    C::Accumulator: Send + Sync,
    C::Result: Clone + Send + Sync,
    D: Fn(&B) -> C::Result + Send + Sync,
    W: Fn(&C::Result) -> Sc + Send + Sync,
    Sc: Score + 'static,
{
    pub fn named(
        self,
        name: &str,
    ) -> ComplementedGroupConstraint<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc> {
        ComplementedGroupConstraint::new(
            ConstraintRef::new("", name),
            self.impact_type,
            self.extractor_a,
            self.extractor_b,
            self.key_a,
            self.key_b,
            self.collector,
            self.default_fn,
            self.weight_fn,
            self.is_hard,
        )
    }

    // Finalizes the builder into a `ComplementedGroupConstraint`.
}

impl<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc: Score> std::fmt::Debug
    for ComplementedConstraintBuilder<S, A, B, K, EA, EB, KA, KB, C, D, W, Sc>
{
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        f.debug_struct("ComplementedConstraintBuilder")
            .field("impact_type", &self.impact_type)
            .finish()
    }
}