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Rust LFU Leetcode
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use std::{ | |
borrow::Borrow, | |
collections::{BTreeSet, HashMap}, | |
hash::Hash, | |
}; | |
pub struct LFUCache(Lfu<i32, i32>); | |
// This is the Leetcode API we have to implement | |
impl LFUCache { | |
pub fn new(capacity: i32) -> Self { | |
Self(Lfu::with_capacity(capacity.try_into().unwrap())) | |
} | |
pub fn get(&mut self, key: i32) -> i32 { | |
self.0.get(&key).copied().unwrap_or(-1) | |
} | |
pub fn put(&mut self, key: i32, value: i32) { | |
self.0.insert(key, value); | |
} | |
} | |
#[derive(Debug)] | |
pub struct Lfu<K, V> { | |
values: HashMap<K, Entry<K, V>>, | |
pqueue: BTreeSet<Entry<K, V>>, | |
capacity: usize, | |
calls: usize, | |
} | |
impl<K: Clone + Ord + Hash, V: Clone + Ord> Lfu<K, V> { | |
pub fn with_capacity(capacity: usize) -> Self { | |
Self { | |
values: HashMap::with_capacity(capacity), | |
pqueue: BTreeSet::new(), | |
capacity, | |
calls: 0, | |
} | |
} | |
pub fn get<Q>(&mut self, k: &Q) -> Option<&V> | |
where | |
K: Borrow<Q>, | |
Q: Hash + Eq + ?Sized, | |
{ | |
self.calls += 1; | |
let entry = self.values.get_mut(k)?; | |
self.pqueue.remove(entry); | |
entry.priority = self.calls; | |
entry.uses += 1; | |
self.pqueue.insert(entry.clone()); | |
Some(&entry.value) | |
} | |
pub fn insert(&mut self, k: K, v: V) { | |
if self.capacity == 0 { | |
return; | |
} | |
self.calls += 1; | |
match self.values.get_mut(&k) { | |
Some(entry) => { | |
self.pqueue.remove(entry); | |
entry.priority = self.calls; | |
entry.uses += 1; | |
entry.value = v; | |
self.pqueue.insert(entry.clone()); | |
} | |
None => { | |
if self.values.len() >= self.capacity { | |
let least_frequent = self.pqueue.pop_first().unwrap(); | |
self.values.remove(&least_frequent.key); | |
} | |
let entry = Entry { | |
key: k.clone(), | |
value: v, | |
uses: 1, | |
priority: self.calls, | |
}; | |
self.pqueue.insert(entry.clone()); | |
self.values.insert(k, entry); | |
} | |
} | |
} | |
pub fn iter(&self) -> impl Iterator<Item = (&K, &V)> { | |
self.values.iter().map(|(key, val)| (key, &val.value)) | |
} | |
pub fn keys(&self) -> impl Iterator<Item = &K> { | |
self.values.keys() | |
} | |
} | |
#[derive(Debug, Clone, Hash, Eq)] | |
struct Entry<K, V> { | |
key: K, | |
value: V, | |
uses: usize, | |
priority: usize, | |
} | |
impl<K: PartialEq, V> PartialEq for Entry<K, V> { | |
fn eq(&self, other: &Entry<K, V>) -> bool { | |
self.key == other.key | |
} | |
} | |
impl<K: PartialEq, V: PartialEq> PartialOrd for Entry<K, V> { | |
fn partial_cmp(&self, other: &Self) -> Option<std::cmp::Ordering> { | |
(self.uses, self.priority).partial_cmp(&(other.uses, other.priority)) | |
} | |
} | |
impl<K: Eq, V: Eq> Ord for Entry<K, V> { | |
fn cmp(&self, other: &Self) -> std::cmp::Ordering { | |
(self.uses, self.priority).cmp(&(other.uses, other.priority)) | |
} | |
} | |
#[cfg(test)] | |
mod test { | |
use std::collections::HashSet; | |
use crate::Lfu; | |
#[test] | |
fn test_empty_lfu() { | |
let mut lfu = Lfu::<i32, i32>::with_capacity(10); | |
assert_eq!(None, lfu.get(&123)); | |
} | |
#[test] | |
fn test_zero_capacity() { | |
let mut lfu = Lfu::with_capacity(0); | |
lfu.insert("lol", 1); | |
assert_eq!(None, lfu.get("lol")); | |
} | |
#[test] | |
fn test_removes_least_recent_inserted() { | |
let mut lfu = Lfu::with_capacity(2); | |
lfu.insert("lol", 1); | |
lfu.insert("wut", 2); | |
lfu.insert("wtf", 3); | |
assert_eq!( | |
lfu.keys().copied().collect::<HashSet<_>>(), | |
HashSet::from(["wut", "wtf"]) | |
); | |
} | |
#[test] | |
fn test_removes_least_recent_queried() { | |
let mut lfu = Lfu::with_capacity(2); | |
lfu.insert("lol", 1); | |
lfu.insert("wut", 2); | |
lfu.get("lol"); | |
lfu.insert("wtf", 3); | |
assert_eq!( | |
lfu.keys().copied().collect::<HashSet<_>>(), | |
HashSet::from(["lol", "wtf"]) | |
); | |
} | |
#[test] | |
fn leet_tests() { | |
#[rustfmt::skip] | |
leet_test( | |
&["LFUCache", "put", "put", "get", "get", "get", "put", "put", "get", "get", "get", "get"], | |
&[&[3], &[2, 2], &[1, 1], &[2], &[1], &[2], &[3, 3], &[4, 4], &[3], &[2], &[1], &[4]], | |
&[None, None, None, Some(2), Some(1), Some(2), None, None, Some(-1), Some(2), Some(1), Some(4)], | |
); | |
#[rustfmt::skip] | |
leet_test( | |
&["LFUCache", "put", "put", "get", "put", "get", "get", "put", "get", "get", "get"], | |
&[&[2], &[1,1], &[2,2], &[1], &[3,3], &[2], &[3], &[4,4], &[1], &[3], &[4]], | |
&[None, None, None, Some(1), None, Some(-1), Some(3), None, Some(-1), Some(3), Some(4)], | |
); | |
} | |
fn leet_test(commands: &[&'static str], args: &[&[i32]], expectations: &[Option<i32>]) { | |
let mut lfu = Lfu::<i32, i32>::with_capacity(0); | |
for ((command, arg), expectation) in commands | |
.into_iter() | |
.zip(args.into_iter()) | |
.zip(expectations.into_iter()) | |
{ | |
match command { | |
&"LFUCache" => lfu = Lfu::with_capacity(arg[0] as usize), | |
&"put" => lfu.insert(arg[0], arg[1]), | |
&"get" => assert_eq!(expectation, &lfu.get(&arg[0]).copied().or_else(|| Some(-1))), | |
_ => panic!("Invalid command {command}"), | |
} | |
} | |
} | |
} |
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