//! This module provides some basic mathematical structures. /// A semigroup. /// /// This trait lets you combine elements by a binary operation. pub trait Semigroup { fn combine(&self, other: &Self) -> Self; } /// A monoid. /// /// Extends the semigroup with a "neutral" element. /// /// # Laws /// /// ```raw /// mempty.combine(x) == x /// x.combine(mempty) == x /// ``` pub trait Monoid: Semigroup { fn mempty() -> Self; } #[derive(Debug, Clone)] struct Record { x: X, tag: T, data: D, } /// A function that records tagged data points. /// /// This represents a "function" as a list of increases at soem discrete points. /// Think about it as a generalized damage log. Increases can be tagged by some /// arbitrary data, for example which the agent ID, the skill ID, the target, /// ... /// /// This offers methods to get the value at a specific point (by "summing up" /// all increments before that point), between two points and in total. It also /// offers variants that allow you to filter the increments by their tag. /// /// Type parameters: /// /// * `X` domain of the function. Must have a defined `Ord`ering. /// * `T` tag for each data point. Can be arbitrary. /// * `D` actual data. Must be [`Monoid`](trait.Monoid.html), so that it can be /// summed up. #[derive(Clone)] pub struct RecordFunc { data: Vec>, } impl RecordFunc where X: Ord, D: Monoid, { /// Create a new `RecordFunc`. pub fn new() -> Self { RecordFunc { data: Vec::new() } } /// Insert a data point into the record func. /// /// Note that you should supply the *increment*, not the *absolute value*! pub fn insert(&mut self, x: X, tag: T, data: D) { // Usually, the list will be built up in order, which means we can // always append to the end. Check for this special case to make it // faster. if self.data.last().map(|r| r.x < x).unwrap_or(true) { self.data.push(Record { x, tag, data }); } else { let index = match self.data.binary_search_by(|r| r.x.cmp(&x)) { Ok(i) => i, Err(i) => i, }; self.data.insert(index, Record { x, tag, data }); } //self.data.sort_by(|a, b| a.x.cmp(&b.x)); } /// Get the amount of data points saved. pub fn len(&self) -> usize { self.data.len() } /// Check whether there are no records. pub fn is_emtpy(&self) -> bool { self.data.is_empty() } /// Get the absolute value at the specific point. #[inline] pub fn get(&self, x: &X) -> D { self.get_only(x, |_| true) } /// Get the absolute value at the specific point by only considering /// increments where the predicate holds. pub fn get_only bool>(&self, x: &X, mut predicate: F) -> D { self.data .iter() .take_while(|record| record.x <= *x) .filter(|record| predicate(&record.tag)) .fold(D::mempty(), |a, b| a.combine(&b.data)) } /// Get the increments between the two given points. #[inline] pub fn between(&self, a: &X, b: &X) -> D { self.between_only(a, b, |_| true) } /// Get the increments between the two given points by only considering /// increments where the predicate holds. pub fn between_only bool>(&self, a: &X, b: &X, mut predicate: F) -> D { self.data .iter() .skip_while(|record| record.x < *a) .take_while(|record| record.x <= *b) .filter(|record| predicate(&record.tag)) .fold(D::mempty(), |a, b| a.combine(&b.data)) } /// Get the sum of all increments. #[inline] pub fn tally(&self) -> D { self.tally_only(|_| true) } /// Get the sum of all increments by only considering increments where the /// predicate holds. pub fn tally_only bool>(&self, mut predicate: F) -> D { self.data .iter() .filter(|record| predicate(&record.tag)) .fold(D::mempty(), |a, b| a.combine(&b.data)) } } impl Default for RecordFunc { fn default() -> Self { Self::new() } } #[cfg(test)] mod test { use super::*; #[derive(Debug, PartialEq, Eq)] struct Integer(u32); impl Semigroup for Integer { fn combine(&self, other: &Self) -> Self { Integer(self.0 + other.0) } } impl Monoid for Integer { fn mempty() -> Self { Integer(0) } } fn create() -> RecordFunc { let mut result = RecordFunc::new(); result.insert(6, 1, Integer(6)); result.insert(4, 0, Integer(5)); result.insert(0, 1, Integer(3)); result.insert(2, 0, Integer(4)); result } #[test] fn recordfunc_get() { let rf = create(); assert_eq!(rf.get(&3), Integer(7)); assert_eq!(rf.get(&4), Integer(12)); } #[test] fn recordfunc_get_only() { let rf = create(); assert_eq!(rf.get_only(&3, |t| *t == 0), Integer(4)); } #[test] fn recordfunc_between() { let rf = create(); assert_eq!(rf.between(&1, &5), Integer(9)); } }