1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
// Copyright 2024 Cloudflare, Inc.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

//! An implementation of an LRU that focuses on memory efficiency, concurrency and persistence
//!
//! Features
//! - keys can have different sizes
//! - LRUs are sharded to avoid global locks.
//! - Memory layout and usage are optimized: small and no memory fragmentation

pub mod linked_list;

use linked_list::{LinkedList, LinkedListIter};

use hashbrown::HashMap;
use parking_lot::RwLock;
use std::sync::atomic::{AtomicUsize, Ordering};

/// The LRU with `N` shards
pub struct Lru<T, const N: usize> {
    units: [RwLock<LruUnit<T>>; N],
    weight: AtomicUsize,
    weight_limit: usize,
    len: AtomicUsize,
    evicted_weight: AtomicUsize,
    evicted_len: AtomicUsize,
}

impl<T, const N: usize> Lru<T, N> {
    /// Create an [Lru] with the given weight limit and predicted capacity.
    ///
    /// The capacity is per shard (for simplicity). So the total capacity = capacity * N
    pub fn with_capacity(weight_limit: usize, capacity: usize) -> Self {
        // use the unsafe code from ArrayVec just to init the array
        let mut units = arrayvec::ArrayVec::<_, N>::new();
        for _ in 0..N {
            units.push(RwLock::new(LruUnit::with_capacity(capacity)));
        }
        Lru {
            // we did init all N elements so safe to unwrap
            // map_err because unwrap() requires LruUnit to TODO: impl Debug
            units: units.into_inner().map_err(|_| "").unwrap(),
            weight: AtomicUsize::new(0),
            weight_limit,
            len: AtomicUsize::new(0),
            evicted_weight: AtomicUsize::new(0),
            evicted_len: AtomicUsize::new(0),
        }
    }

    /// Admit the key value to the [Lru]
    ///
    /// Return the shard index which the asset is added to
    pub fn admit(&self, key: u64, data: T, weight: usize) -> usize {
        let shard = get_shard(key, N);
        let unit = &mut self.units[shard].write();

        // Make sure weight is positive otherwise eviction won't work
        // TODO: Probably should use NonZeroUsize instead
        let weight = weight.max(1);

        let old_weight = unit.admit(key, data, weight);
        if old_weight != weight {
            self.weight.fetch_add(weight, Ordering::Relaxed);
            if old_weight > 0 {
                self.weight.fetch_sub(old_weight, Ordering::Relaxed);
            } else {
                // Assume old_weight == 0 means a new item is admitted
                self.len.fetch_add(1, Ordering::Relaxed);
            }
        }
        shard
    }

    /// Promote the key to the head of the LRU
    ///
    /// Return `true` if the key exists.
    pub fn promote(&self, key: u64) -> bool {
        self.units[get_shard(key, N)].write().access(key)
    }

    /// Promote to the top n of the LRU
    ///
    /// This function is a bit more efficient in terms of reducing lock contention because it
    /// will acquire a write lock only if the key is outside top n but only acquires a read lock
    /// when the key is already in the top n.
    ///
    /// Return false if the item doesn't exist
    pub fn promote_top_n(&self, key: u64, top: usize) -> bool {
        let unit = &self.units[get_shard(key, N)];
        if !unit.read().need_promote(key, top) {
            return true;
        }
        unit.write().access(key)
    }

    /// Evict at most one item from the given shard
    ///
    /// Return the evicted asset and its size if there is anything to evict
    pub fn evict_shard(&self, shard: u64) -> Option<(T, usize)> {
        let evicted = self.units[get_shard(shard, N)].write().evict();
        if let Some((_, weight)) = evicted.as_ref() {
            self.weight.fetch_sub(*weight, Ordering::Relaxed);
            self.len.fetch_sub(1, Ordering::Relaxed);
            self.evicted_weight.fetch_add(*weight, Ordering::Relaxed);
            self.evicted_len.fetch_add(1, Ordering::Relaxed);
        }
        evicted
    }

    /// Evict the [Lru] until the overall weight is below the limit.
    ///
    /// Return a list of evicted items.
    ///
    /// The evicted items are randomly selected from all the shards.
    pub fn evict_to_limit(&self) -> Vec<(T, usize)> {
        let mut evicted = vec![];
        let mut initial_weight = self.weight();
        let mut shard_seed = rand::random(); // start from a random shard
        let mut empty_shard = 0;

        // Entries can be admitted or removed from the LRU by others during the loop below
        // Track initial_weight not to over evict due to entries admitted after the loop starts
        // self.weight() is also used not to over evict due to some entries are removed by others
        while initial_weight > self.weight_limit
            && self.weight() > self.weight_limit
            && empty_shard < N
        {
            if let Some(i) = self.evict_shard(shard_seed) {
                initial_weight -= i.1;
                evicted.push(i)
            } else {
                empty_shard += 1;
            }
            // move on to the next shard
            shard_seed += 1;
        }
        evicted
    }

    /// Remove the given asset
    pub fn remove(&self, key: u64) -> Option<(T, usize)> {
        let removed = self.units[get_shard(key, N)].write().remove(key);
        if let Some((_, weight)) = removed.as_ref() {
            self.weight.fetch_sub(*weight, Ordering::Relaxed);
            self.len.fetch_sub(1, Ordering::Relaxed);
        }
        removed
    }

    /// Insert the item to the tail of this LRU
    ///
    /// Useful to recreate an LRU in most-to-least order
    pub fn insert_tail(&self, key: u64, data: T, weight: usize) -> bool {
        if self.units[get_shard(key, N)]
            .write()
            .insert_tail(key, data, weight)
        {
            self.weight.fetch_add(weight, Ordering::Relaxed);
            self.len.fetch_add(1, Ordering::Relaxed);
            true
        } else {
            false
        }
    }

    /// Check existence of a key without changing the order in LRU
    pub fn peek(&self, key: u64) -> bool {
        self.units[get_shard(key, N)].read().peek(key).is_some()
    }

    /// Return the current total weight
    pub fn weight(&self) -> usize {
        self.weight.load(Ordering::Relaxed)
    }

    /// Return the total weight of items evicted from this [Lru].
    pub fn evicted_weight(&self) -> usize {
        self.evicted_weight.load(Ordering::Relaxed)
    }

    /// Return the total count of items evicted from this [Lru].
    pub fn evicted_len(&self) -> usize {
        self.evicted_len.load(Ordering::Relaxed)
    }

    /// The number of items inside this [Lru].
    #[allow(clippy::len_without_is_empty)]
    pub fn len(&self) -> usize {
        self.len.load(Ordering::Relaxed)
    }

    /// Scan a shard with the given function F
    pub fn iter_for_each<F>(&self, shard: usize, f: F)
    where
        F: FnMut((&T, usize)),
    {
        assert!(shard < N);
        self.units[shard].read().iter().for_each(f);
    }

    /// Get the total number of shards
    pub const fn shards(&self) -> usize {
        N
    }

    /// Get the number of items inside a shard
    pub fn shard_len(&self, shard: usize) -> usize {
        self.units[shard].read().len()
    }
}

#[inline]
fn get_shard(key: u64, n_shards: usize) -> usize {
    (key % n_shards as u64) as usize
}

struct LruNode<T> {
    data: T,
    list_index: usize,
    weight: usize,
}

struct LruUnit<T> {
    lookup_table: HashMap<u64, Box<LruNode<T>>>,
    order: LinkedList,
    used_weight: usize,
}

impl<T> LruUnit<T> {
    fn with_capacity(capacity: usize) -> Self {
        LruUnit {
            lookup_table: HashMap::with_capacity(capacity),
            order: LinkedList::with_capacity(capacity),
            used_weight: 0,
        }
    }

    pub fn peek(&self, key: u64) -> Option<&T> {
        self.lookup_table.get(&key).map(|n| &n.data)
    }

    // admin into LRU, return old weight if there was any
    pub fn admit(&mut self, key: u64, data: T, weight: usize) -> usize {
        if let Some(node) = self.lookup_table.get_mut(&key) {
            let old_weight = node.weight;
            if weight != old_weight {
                self.used_weight += weight;
                self.used_weight -= old_weight;
                node.weight = weight;
            }
            node.data = data;
            self.order.promote(node.list_index);
            return old_weight;
        }
        self.used_weight += weight;
        let list_index = self.order.push_head(key);
        let node = Box::new(LruNode {
            data,
            list_index,
            weight,
        });
        self.lookup_table.insert(key, node);
        0
    }

    pub fn access(&mut self, key: u64) -> bool {
        if let Some(node) = self.lookup_table.get(&key) {
            self.order.promote(node.list_index);
            true
        } else {
            false
        }
    }

    // Check if a key is already in the top n most recently used nodes.
    // this is a heuristic to reduce write, which requires exclusive locks, for promotion,
    // especially on very populate nodes
    // NOTE: O(n) search here so limit needs to be small
    pub fn need_promote(&self, key: u64, limit: usize) -> bool {
        !self.order.exist_near_head(key, limit)
    }

    // try to evict 1 node
    pub fn evict(&mut self) -> Option<(T, usize)> {
        self.order.pop_tail().map(|key| {
            // unwrap is safe because we always insert in both the hashtable and the list
            let node = self.lookup_table.remove(&key).unwrap();
            self.used_weight -= node.weight;
            (node.data, node.weight)
        })
    }
    // TODO: scan the tail up to K elements to decide which ones to evict

    pub fn remove(&mut self, key: u64) -> Option<(T, usize)> {
        self.lookup_table.remove(&key).map(|node| {
            let list_key = self.order.remove(node.list_index);
            assert_eq!(key, list_key);
            self.used_weight -= node.weight;
            (node.data, node.weight)
        })
    }

    pub fn insert_tail(&mut self, key: u64, data: T, weight: usize) -> bool {
        if self.lookup_table.contains_key(&key) {
            return false;
        }
        let list_index = self.order.push_tail(key);
        let node = Box::new(LruNode {
            data,
            list_index,
            weight,
        });
        self.lookup_table.insert(key, node);
        self.used_weight += weight;
        true
    }

    pub fn len(&self) -> usize {
        assert_eq!(self.lookup_table.len(), self.order.len());
        self.lookup_table.len()
    }

    #[cfg(test)]
    pub fn used_weight(&self) -> usize {
        self.used_weight
    }

    pub fn iter(&self) -> LruUnitIter<'_, T> {
        LruUnitIter {
            unit: self,
            iter: self.order.iter(),
        }
    }
}

struct LruUnitIter<'a, T> {
    unit: &'a LruUnit<T>,
    iter: LinkedListIter<'a>,
}

impl<'a, T> Iterator for LruUnitIter<'a, T> {
    type Item = (&'a T, usize);

    fn next(&mut self) -> Option<Self::Item> {
        self.iter.next().map(|key| {
            // safe because we always items in table and list are always 1:1
            let node = self.unit.lookup_table.get(key).unwrap();
            (&node.data, node.weight)
        })
    }

    fn size_hint(&self) -> (usize, Option<usize>) {
        self.iter.size_hint()
    }
}

impl<'a, T> DoubleEndedIterator for LruUnitIter<'a, T> {
    fn next_back(&mut self) -> Option<Self::Item> {
        self.iter.next_back().map(|key| {
            // safe because we always items in table and list are always 1:1
            let node = self.unit.lookup_table.get(key).unwrap();
            (&node.data, node.weight)
        })
    }
}

#[cfg(test)]
mod test_lru {
    use super::*;

    fn assert_lru<T: Copy + PartialEq + std::fmt::Debug, const N: usize>(
        lru: &Lru<T, N>,
        values: &[T],
        shard: usize,
    ) {
        let mut list_values = vec![];
        lru.iter_for_each(shard, |(v, _)| list_values.push(*v));
        assert_eq!(values, &list_values)
    }

    #[test]
    fn test_admit() {
        let lru = Lru::<_, 2>::with_capacity(30, 10);
        assert_eq!(lru.len(), 0);

        lru.admit(2, 2, 3);
        assert_eq!(lru.len(), 1);
        assert_eq!(lru.weight(), 3);

        lru.admit(2, 2, 1);
        assert_eq!(lru.len(), 1);
        assert_eq!(lru.weight(), 1);

        lru.admit(2, 2, 2); // admit again with different weight
        assert_eq!(lru.len(), 1);
        assert_eq!(lru.weight(), 2);

        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);

        assert_eq!(lru.weight(), 2 + 3 + 4);
        assert_eq!(lru.len(), 3);
    }

    #[test]
    fn test_promote() {
        let lru = Lru::<_, 2>::with_capacity(30, 10);

        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        lru.admit(5, 5, 5);
        lru.admit(6, 6, 6);
        assert_lru(&lru, &[6, 4, 2], 0);
        assert_lru(&lru, &[5, 3], 1);

        assert!(lru.promote(3));
        assert_lru(&lru, &[3, 5], 1);
        assert!(lru.promote(3));
        assert_lru(&lru, &[3, 5], 1);

        assert!(lru.promote(2));
        assert_lru(&lru, &[2, 6, 4], 0);

        assert!(!lru.promote(7)); // 7 doesn't exist
        assert_lru(&lru, &[2, 6, 4], 0);
        assert_lru(&lru, &[3, 5], 1);

        // promote 2 to top 1, already there
        assert!(lru.promote_top_n(2, 1));
        assert_lru(&lru, &[2, 6, 4], 0);

        // promote 4 to top 3, already there
        assert!(lru.promote_top_n(4, 3));
        assert_lru(&lru, &[2, 6, 4], 0);

        // promote 4 to top 2
        assert!(lru.promote_top_n(4, 2));
        assert_lru(&lru, &[4, 2, 6], 0);

        // promote 2 to top 1
        assert!(lru.promote_top_n(2, 1));
        assert_lru(&lru, &[2, 4, 6], 0);

        assert!(!lru.promote_top_n(7, 1)); // 7 doesn't exist
    }

    #[test]
    fn test_evict() {
        let lru = Lru::<_, 2>::with_capacity(14, 10);

        // same weight to make the random eviction less random
        lru.admit(2, 2, 2);
        lru.admit(3, 3, 2);
        lru.admit(4, 4, 4);
        lru.admit(5, 5, 4);
        lru.admit(6, 6, 2);
        lru.admit(7, 7, 2);

        assert_lru(&lru, &[6, 4, 2], 0);
        assert_lru(&lru, &[7, 5, 3], 1);

        assert_eq!(lru.weight(), 16);
        assert_eq!(lru.len(), 6);

        let evicted = lru.evict_to_limit();
        assert_eq!(lru.weight(), 14);
        assert_eq!(lru.len(), 5);
        assert_eq!(lru.evicted_weight(), 2);
        assert_eq!(lru.evicted_len(), 1);
        assert_eq!(evicted.len(), 1);
        assert_eq!(evicted[0].1, 2); //weight
        assert!(evicted[0].0 == 2 || evicted[0].0 == 3); //either 2 or 3 are evicted

        let lru = Lru::<_, 2>::with_capacity(6, 10);

        // same weight random eviction less random
        lru.admit(2, 2, 2);
        lru.admit(3, 3, 2);
        lru.admit(4, 4, 2);
        lru.admit(5, 5, 2);
        lru.admit(6, 6, 2);
        lru.admit(7, 7, 2);
        assert_eq!(lru.weight(), 12);
        assert_eq!(lru.len(), 6);

        let evicted = lru.evict_to_limit();
        // NOTE: there is a low chance this test would fail see the TODO in evict_to_limit
        assert_eq!(lru.weight(), 6);
        assert_eq!(lru.len(), 3);
        assert_eq!(lru.evicted_weight(), 6);
        assert_eq!(lru.evicted_len(), 3);
        assert_eq!(evicted.len(), 3);
    }

    #[test]
    fn test_remove() {
        let lru = Lru::<_, 2>::with_capacity(30, 10);
        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        lru.admit(5, 5, 5);
        lru.admit(6, 6, 6);

        assert_eq!(lru.weight(), 2 + 3 + 4 + 5 + 6);
        assert_eq!(lru.len(), 5);
        assert_lru(&lru, &[6, 4, 2], 0);
        assert_lru(&lru, &[5, 3], 1);

        let node = lru.remove(6).unwrap();
        assert_eq!(node.0, 6); // data
        assert_eq!(node.1, 6); // weight
        assert_eq!(lru.weight(), 2 + 3 + 4 + 5);
        assert_eq!(lru.len(), 4);
        assert_lru(&lru, &[4, 2], 0);

        let node = lru.remove(3).unwrap();
        assert_eq!(node.0, 3); // data
        assert_eq!(node.1, 3); // weight
        assert_eq!(lru.weight(), 2 + 4 + 5);
        assert_eq!(lru.len(), 3);
        assert_lru(&lru, &[5], 1);

        assert!(lru.remove(7).is_none());
    }

    #[test]
    fn test_peek() {
        let lru = Lru::<_, 2>::with_capacity(30, 10);
        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);

        assert!(lru.peek(4));
        assert!(lru.peek(3));
        assert!(lru.peek(2));

        assert_lru(&lru, &[4, 2], 0);
        assert_lru(&lru, &[3], 1);
    }

    #[test]
    fn test_insert_tail() {
        let lru = Lru::<_, 2>::with_capacity(30, 10);
        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        lru.admit(5, 5, 5);
        lru.admit(6, 6, 6);

        assert_eq!(lru.weight(), 2 + 3 + 4 + 5 + 6);
        assert_eq!(lru.len(), 5);
        assert_lru(&lru, &[6, 4, 2], 0);
        assert_lru(&lru, &[5, 3], 1);

        assert!(lru.insert_tail(7, 7, 7));
        assert_eq!(lru.weight(), 2 + 3 + 4 + 5 + 6 + 7);
        assert_eq!(lru.len(), 6);
        assert_lru(&lru, &[5, 3, 7], 1);

        // ignore existing ones
        assert!(!lru.insert_tail(6, 6, 7));
    }
}

#[cfg(test)]
mod test_lru_unit {
    use super::*;

    fn assert_lru<T: Copy + PartialEq + std::fmt::Debug>(lru: &LruUnit<T>, values: &[T]) {
        let list_values: Vec<_> = lru.iter().map(|(v, _)| *v).collect();
        assert_eq!(values, &list_values)
    }

    #[test]
    fn test_admit() {
        let mut lru = LruUnit::with_capacity(10);
        assert_eq!(lru.len(), 0);
        assert!(lru.peek(0).is_none());

        lru.admit(2, 2, 1);
        assert_eq!(lru.len(), 1);
        assert_eq!(lru.peek(2).unwrap(), &2);
        assert_eq!(lru.used_weight(), 1);

        lru.admit(2, 2, 2); // admit again with different weight
        assert_eq!(lru.used_weight(), 2);

        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);

        assert_eq!(lru.used_weight(), 2 + 3 + 4);
        assert_lru(&lru, &[4, 3, 2]);
    }

    #[test]
    fn test_access() {
        let mut lru = LruUnit::with_capacity(10);

        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        assert_lru(&lru, &[4, 3, 2]);

        assert!(lru.access(3));
        assert_lru(&lru, &[3, 4, 2]);
        assert!(lru.access(3));
        assert_lru(&lru, &[3, 4, 2]);
        assert!(lru.access(2));
        assert_lru(&lru, &[2, 3, 4]);

        assert!(!lru.access(5)); // 5 doesn't exist
        assert_lru(&lru, &[2, 3, 4]);

        assert!(!lru.need_promote(2, 1));
        assert!(lru.need_promote(3, 1));
        assert!(!lru.need_promote(4, 9999));
    }

    #[test]
    fn test_evict() {
        let mut lru = LruUnit::with_capacity(10);

        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        assert_lru(&lru, &[4, 3, 2]);

        assert!(lru.access(3));
        assert!(lru.access(3));
        assert!(lru.access(2));
        assert_lru(&lru, &[2, 3, 4]);

        assert_eq!(lru.used_weight(), 2 + 3 + 4);
        assert_eq!(lru.evict(), Some((4, 4)));
        assert_eq!(lru.used_weight(), 2 + 3);
        assert_lru(&lru, &[2, 3]);

        assert_eq!(lru.evict(), Some((3, 3)));
        assert_eq!(lru.used_weight(), 2);
        assert_lru(&lru, &[2]);

        assert_eq!(lru.evict(), Some((2, 2)));
        assert_eq!(lru.used_weight(), 0);
        assert_lru(&lru, &[]);

        assert_eq!(lru.evict(), None);
        assert_eq!(lru.used_weight(), 0);
        assert_lru(&lru, &[]);
    }

    #[test]
    fn test_remove() {
        let mut lru = LruUnit::with_capacity(10);

        lru.admit(2, 2, 2);
        lru.admit(3, 3, 3);
        lru.admit(4, 4, 4);
        lru.admit(5, 5, 5);
        assert_lru(&lru, &[5, 4, 3, 2]);

        assert!(lru.access(4));
        assert!(lru.access(3));
        assert!(lru.access(3));
        assert!(lru.access(2));
        assert_lru(&lru, &[2, 3, 4, 5]);

        assert_eq!(lru.used_weight(), 2 + 3 + 4 + 5);
        assert_eq!(lru.remove(2), Some((2, 2)));
        assert_eq!(lru.used_weight(), 3 + 4 + 5);
        assert_lru(&lru, &[3, 4, 5]);

        assert_eq!(lru.remove(4), Some((4, 4)));
        assert_eq!(lru.used_weight(), 3 + 5);
        assert_lru(&lru, &[3, 5]);

        assert_eq!(lru.remove(5), Some((5, 5)));
        assert_eq!(lru.used_weight(), 3);
        assert_lru(&lru, &[3]);

        assert_eq!(lru.remove(1), None);
        assert_eq!(lru.used_weight(), 3);
        assert_lru(&lru, &[3]);

        assert_eq!(lru.remove(3), Some((3, 3)));
        assert_eq!(lru.used_weight(), 0);
        assert_lru(&lru, &[]);
    }

    #[test]
    fn test_insert_tail() {
        let mut lru = LruUnit::with_capacity(10);
        assert_eq!(lru.len(), 0);
        assert!(lru.peek(0).is_none());

        assert!(lru.insert_tail(2, 2, 1));
        assert_eq!(lru.len(), 1);
        assert_eq!(lru.peek(2).unwrap(), &2);
        assert_eq!(lru.used_weight(), 1);

        assert!(!lru.insert_tail(2, 2, 2));
        assert!(lru.insert_tail(3, 3, 3));
        assert_eq!(lru.used_weight(), 1 + 3);
        assert_lru(&lru, &[2, 3]);

        assert!(lru.insert_tail(4, 4, 4));
        assert!(lru.insert_tail(5, 5, 5));
        assert_eq!(lru.used_weight(), 1 + 3 + 4 + 5);
        assert_lru(&lru, &[2, 3, 4, 5]);
    }
}