poptrie 0.2.0

A pure-rust implementation of poptrie
Documentation
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
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
//! # poptrie
//!
//! A pure Rust implementation of [Poptrie](https://dl.acm.org/doi/abs/10.1145/2829988.2787474),
//! a data structure for efficient longest-prefix matching (LPM) lookups.
//!
//! Poptrie uses bitmaps combined with the popcount instruction to achieve fast IP routing
//! table lookups with high cache locality. During lookup, the key is consumed in the biggest
//! step that can be represented in a bitmap for which the native popcount instruction exists
//! (i.e. 6-bit steps in a 64-bit bitmap), similarly to how a tree-bitmap works, but with a
//! more contiguous use of memory, trading insertion speed for cache locality.
//!
//! This is particularly useful for IP forwarding tables, where the longest-prefix matching is a
//! common operation and insertions are comparatively rare.
//!
//! # Reference
//! Asai, Hirochika, and Yasuhiro Ohara. **[Poptrie: A Compressed Trie with Population Count for
//! Fast and Scalable Software IP Routing Table Lookup](https://doi.org/10.1145/2829988.2787474)**
//! ACM SIGCOMM Computer Communication Review 45.4 (2015): 57-70.

#![no_std]
extern crate alloc;

mod address;
mod bitmap;
mod iter;
mod prefix;
mod value_index;

pub use address::Address;
pub use iter::{IntoIter, Iter, IterMut, Keys, Values, ValuesMut};
pub use prefix::Prefix;

use alloc::collections::btree_map::BTreeMap;
use alloc::vec;
use alloc::vec::Vec;
use bitmap::*;
use value_index::ValueIndex;

/// The maximum number of bits we can consume from the prefix at a time.
///
/// This is 6 because the 2^6 = 64, which is the biggest size for which a native popcount
/// instruction exists.
const STRIDE: u8 = 6;

/// A tuple representing a prefix entry in the trie, consisting of a prefix and value index.
type Entry<P> = (P, ValueIndex);

/// A compressed prefix tree optimized for fast longest prefix match (LPM) lookups.
///
/// # Type Parameters
///
/// * `P`: [`Prefix`] - The prefix type (e.g. `(u32, u8)` for IPv4 or `(u128, u8)` for IPv6),
/// * `V` - The value type associated with each prefix.
///
/// # Examples
///
/// ```
/// use poptrie::Poptrie;
/// use core::net::Ipv4Addr;
///
/// // Create a routing table for IPv4 addresses
/// let mut trie = Poptrie::<_, &str>::new();
/// trie.insert((Ipv4Addr::from([192, 168, 0, 0]), 16), "16");
/// trie.insert((Ipv4Addr::from([192, 168, 1, 0]), 24), "24");
/// trie.insert((Ipv4Addr::from([10, 0, 0, 0]), 8), "8");
///
/// // Perform longest prefix match lookups
/// assert_eq!(trie.lookup(Ipv4Addr::from([192, 168, 1, 5])), Some(&"24"));
/// assert_eq!(trie.lookup(Ipv4Addr::from([192, 168, 2, 5])), Some(&"16"));
/// assert_eq!(trie.lookup(Ipv4Addr::from([10, 1, 2, 3])), Some(&"8"));
/// assert_eq!(trie.lookup(Ipv4Addr::from([8, 8, 8, 8])), None);
/// ```
#[derive(Debug, Clone, Default)]
pub struct Poptrie<P, V>
where
    P: Prefix,
{
    /// The internal nodes of the trie.
    nodes: Vec<Node>,

    /// The leaves of the trie, pointing to indices in the values vector.
    leaves: Vec<ValueIndex>,

    /// The values associated with the prefixes.
    values: Vec<V>,

    /// The entries associated with each node.
    entries: Vec<BTreeMap<PrefixId, Entry<P>>>,
}

impl<P, V> Poptrie<P, V>
where
    P: Prefix,
{
    /// Construct a new, empty poptrie.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let trie = Poptrie::<(u32, u8), ()>::new();
    /// ```
    pub fn new() -> Self {
        let mut root_node = Node::new(
            #[cfg(test)]
            Vec::new(),
            1,
            0,
        );
        // Register the default value bit
        root_node.leaf_bitmap.set(StrideId(0));
        Poptrie::<P, V> {
            values: Vec::new(),
            nodes: vec![root_node], // Start with a root node
            entries: vec![BTreeMap::new()], // Root's entries
            leaves: vec![ValueIndex::NONE], // Global default value index
        }
    }

    /// Insert a value into the trie associated with the given prefix,
    /// returning the previous value if one existed.
    ///
    /// # Panics
    ///
    /// Panics if `prefix.prefix_length() > P::ADDRESS::BITS`.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    ///
    /// // Insert a /8 prefix
    /// assert_eq!(trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), "10.0.0.0/8"), None);
    ///
    /// // Insert a more specific /24 prefix
    /// assert_eq!(trie.insert((u32::from_be_bytes([10, 1, 2, 0]), 24), "10.1.2.0/24"), None);
    ///
    /// // Replacing an existing prefix returns the old value
    /// assert_eq!(trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), "new"), Some("10.0.0.0/8"));
    ///
    /// // Insert a default route (0-length prefix matches everything)
    /// assert_eq!(trie.insert((0u32, 0), "default"), None);
    /// ```
    pub fn insert(&mut self, prefix: P, mut value: V) -> Option<V> {
        let key = prefix.address();
        let prefix_length = prefix.prefix_length();

        assert!(prefix_length <= P::ADDRESS::BITS);

        let mut default_value_index = ValueIndex::NONE;
        let mut offset = 0;

        // First node is root
        let mut parent_node_index = 0;
        let mut parent_node = &self.nodes[parent_node_index];

        // Check if it's in the correct depth
        // We MUST use '>=' here to ensure that full strides always direct towards inner nodes.
        while prefix_length >= offset + STRIDE {
            let local_id = StrideId::from_address(key, offset, STRIDE);
            let full_node_index = parent_node.get_child_index(local_id);

            // Find the default from the parent
            default_value_index = self.get_default(parent_node_index, local_id);

            // Check if there's already a node with `local_id`
            if !parent_node.node_bitmap.contains(local_id) {
                let (next_node_base, next_leaf_base) =
                    self.find_next_base(full_node_index);

                self.nodes.insert(
                    full_node_index,
                    Node::new(
                        #[cfg(test)]
                        [parent_node.debug_prefix.as_slice(), &[local_id]]
                            .concat(),
                        next_node_base,
                        next_leaf_base,
                    ),
                );

                // Set the node bitmap for the new node
                self.nodes[parent_node_index].node_bitmap.set(local_id);

                // Increment every single node after parent_node_index
                for i in parent_node_index + 1..self.nodes.len() {
                    self.nodes[i].node_base += 1;
                }

                // Also insert into entries
                self.entries.insert(full_node_index, BTreeMap::new());

                // Insert the default leaf, always at the base, representing the full range
                self.leaves
                    .insert(next_leaf_base as usize, default_value_index);

                // Update offsets after the index
                // Now we can insert leaves - It's relatively slow having to shift everything
                for i in full_node_index + 1..self.nodes.len() {
                    self.nodes[i].leaf_base += 1;
                }

                // Set the default leaf at 0
                self.nodes[full_node_index].leaf_bitmap.set(StrideId(0));
            }

            parent_node_index = full_node_index;
            parent_node = &self.nodes[parent_node_index];

            offset += STRIDE;
        }

        // Can't consume a whole STRIDE, so we handle the remainder.
        let remaining_length = prefix_length - offset;
        let prefix_id = PrefixId::from_address(key, offset, remaining_length);

        // If an entry already exists, reuse it and return the old value
        let old_value = if let Some(idx) = self.entries[parent_node_index]
            .get(&prefix_id)
            .and_then(|(_, v)| v.get())
        {
            core::mem::swap(&mut value, &mut self.values[idx]);
            Some(value)
        } else {
            self.values.push(value);
            let current_value_index =
                ValueIndex::new((self.values.len() - 1) as u32);
            self.entries[parent_node_index]
                .insert(prefix_id, (prefix, current_value_index));
            None
        };

        // Update the defaults for children
        self.calculate_leaf_ranges(parent_node_index, default_value_index);

        old_value
    }

    /// Lookup an address in the trie, performing longest-prefix match.
    ///
    /// Returns `None` if no prefix matches the key.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    ///
    /// // No match without a default route
    /// assert_eq!(trie.lookup(u32::from_be_bytes([8, 8, 8, 8])), None);
    ///
    /// trie.insert((0u32, 0), "default");
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), "10/8");
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), "10.1/16");
    ///
    /// // Longest prefix match: 10.1.2.3 matches 10.1/16
    /// assert_eq!(trie.lookup(u32::from_be_bytes([10, 1, 2, 3])), Some(&"10.1/16"));
    ///
    /// // Falls back to 10/8
    /// assert_eq!(trie.lookup(u32::from_be_bytes([10, 2, 0, 0])), Some(&"10/8"));
    ///
    /// // Falls back to default
    /// assert_eq!(trie.lookup(u32::from_be_bytes([8, 8, 8, 8])), Some(&"default"));
    /// ```
    pub fn lookup<A: Into<P::ADDRESS>>(&self, address: A) -> Option<&V> {
        let address = address.into();

        let mut offset = 0;
        // First node is root
        let mut parent_node_index = 0;
        let mut parent_node = &self.nodes[parent_node_index];

        let mut local_id = StrideId::from_address(address, offset, STRIDE);

        // Should always try internal nodes first.
        while parent_node.node_bitmap.contains(local_id) {
            // If there's a valid internal node, traverse it
            parent_node_index = parent_node.get_child_index(local_id);
            parent_node = &self.nodes[parent_node_index];

            // Update key offset and local ID
            offset += STRIDE;
            local_id = StrideId::from_address(address, offset, STRIDE);
        }

        // There will always be at least a 0th leaf (e.g. with the default)
        let leaf_index = parent_node.leaf_bitmap.leafvec_index(local_id);

        let leaf_base = parent_node.leaf_base;
        let value_index = self.leaves[(leaf_base + leaf_index) as usize];

        value_index.get().map(|i| &self.values[i])
    }

    /// Returns `true` if the trie contains an entry for the exact prefix.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), 8u32);
    ///
    /// assert!(trie.contains_key((u32::from_be_bytes([10, 0, 0, 0]), 8)));
    /// assert!(!trie.contains_key((u32::from_be_bytes([10, 0, 0, 0]), 7)));
    /// assert!(!trie.contains_key((u32::from_be_bytes([192, 168, 0, 0]), 16)));
    /// ```
    pub fn contains_key(&self, prefix: P) -> bool {
        self.find_parent_node(prefix).is_some_and(|(parent_node, prefix_id)| {
            self.entries[parent_node].contains_key(&prefix_id)
        })
    }

    /// Returns the number of entries in the trie.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::<(u32, u8), u32>::new();
    /// assert_eq!(trie.len(), 0);
    ///
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), 8u32);
    /// assert_eq!(trie.len(), 1);
    /// ```
    pub fn len(&self) -> usize {
        self.values.len()
    }

    /// Returns `true` if the trie contains no prefixes.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::<(u32, u8), u32>::new();
    /// assert!(trie.is_empty());
    ///
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), 8u32);
    /// assert!(!trie.is_empty());
    /// ```
    pub fn is_empty(&self) -> bool {
        self.values.is_empty()
    }

    /// Returns a reference to the value associated with the exact prefix, or
    /// `None` if it was not present.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), 8u32);
    ///
    /// assert_eq!(trie.get((u32::from_be_bytes([10, 0, 0, 0]), 8)),  Some(&8));
    /// assert_eq!(trie.get((u32::from_be_bytes([10, 0, 0, 0]), 16)), None);
    /// ```
    pub fn get(&self, prefix: P) -> Option<&V> {
        let (parent_node, prefix_id) = self.find_parent_node(prefix)?;
        self.entries[parent_node]
            .get(&prefix_id)
            .and_then(|(_, vi)| vi.get().map(|i| &self.values[i]))
    }

    /// Returns a mutable reference to the value associated with the exact
    /// prefix, or `None` if it was not present.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8), 1u32);
    ///
    /// if let Some(v) = trie.get_mut((u32::from_be_bytes([10, 0, 0, 0]), 8)) {
    ///     *v *= 10;
    /// }
    ///
    /// assert_eq!(trie.get((u32::from_be_bytes([10, 0, 0, 0]), 8)), Some(&10));
    /// ```
    pub fn get_mut(&mut self, prefix: P) -> Option<&mut V> {
        let (parent_node, prefix_id) = self.find_parent_node(prefix)?;
        self.entries[parent_node]
            .get(&prefix_id)
            .and_then(|(_, vi)| vi.get())
            .map(|i| &mut self.values[i])
    }

    /// Returns an iterator over the prefixes of the trie, in lexicographic order of `(prefix_length, address)`.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8),  8u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), 16u32);
    ///
    /// let keys: Vec<_> = trie.keys().collect();
    /// assert_eq!(keys, [
    ///     &(u32::from_be_bytes([10, 0, 0, 0]), 8),
    ///     &(u32::from_be_bytes([10, 1, 0, 0]), 16),
    /// ]);
    /// ```
    pub fn keys(&self) -> Keys<'_, P, V> {
        Keys(self.iter())
    }

    /// Returns an iterator over the values of the trie, in lexicographic
    /// order of `(prefix_length, address)`.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8),  8u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), 16u32);
    ///
    /// let values: Vec<_> = trie.values().collect();
    /// assert_eq!(values, [&8, &16]);
    /// ```
    pub fn values(&self) -> Values<'_, P, V> {
        Values(self.iter())
    }

    /// Returns a mutable iterator over the values of the trie.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8),  1u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), 2u32);
    ///
    /// for v in trie.values_mut() { *v *= 10; }
    ///
    /// assert_eq!(trie.get((u32::from_be_bytes([10, 0, 0, 0]), 8)),  Some(&10));
    /// assert_eq!(trie.get((u32::from_be_bytes([10, 1, 0, 0]), 16)), Some(&20));
    /// ```
    pub fn values_mut(&mut self) -> ValuesMut<'_, P, V> {
        ValuesMut(self.iter_mut())
    }

    /// Retains only the entries for which the predicate returns `true`.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8),  8u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), 16u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 2, 0]), 24), 24u32);
    ///
    /// trie.retain(|_, v| *v <= 16);
    ///
    /// assert_eq!(trie.len(), 2);
    /// assert!(trie.contains_key((u32::from_be_bytes([10, 0, 0, 0]), 8)));
    /// assert!(trie.contains_key((u32::from_be_bytes([10, 1, 0, 0]), 16)));
    /// assert!(!trie.contains_key((u32::from_be_bytes([10, 1, 2, 0]), 24)));
    /// ```
    pub fn retain<F>(&mut self, mut f: F)
    where
        F: FnMut(&P, &mut V) -> bool,
    {
        let to_remove: Vec<_> = self
            .iter_mut()
            .filter_map(|(p, v)| if !f(p, v) { Some(*p) } else { None })
            .collect();

        for prefix in to_remove {
            self.remove(prefix);
        }
    }

    /// Removes and returns the value associated with the exact prefix, or
    /// `None` if it was not present.
    ///
    /// # Examples
    ///
    /// ```
    /// use poptrie::Poptrie;
    ///
    /// let mut trie = Poptrie::new();
    /// trie.insert((u32::from_be_bytes([10, 0, 0, 0]), 8),  8u32);
    /// trie.insert((u32::from_be_bytes([10, 1, 0, 0]), 16), 16u32);
    ///
    /// // Remove the /16 prefix
    /// assert_eq!(trie.remove((u32::from_be_bytes([10, 1, 0, 0]), 16)), Some(16));
    ///
    /// // Addresses previously matched by /16 now fall back to /8
    /// assert_eq!(trie.lookup(u32::from_be_bytes([10, 1, 2, 3])), Some(&8));
    ///
    /// // Removing a prefix that doesn't exist returns `None`
    /// assert!(!trie.contains_key((u32::from_be_bytes([10, 1, 0, 0]), 16)));
    /// ```
    pub fn remove(&mut self, prefix: P) -> Option<V> {
        let value_index = self.remove_entry(0, prefix, 0, ValueIndex::NONE)?;

        // Update the value indices in all the leaves and entries
        for higher_v in self
            .leaves
            .iter_mut()
            .chain(
                self.entries
                    .iter_mut()
                    .flat_map(|s| s.values_mut().map(|(_, vi)| vi)),
            )
            .filter(|higher_v| **higher_v > value_index)
        {
            higher_v.decrement();
        }

        // SAFETY: The value is guaranteed to exist because it was just removed from the
        // entry map.
        Some(self.values.remove(value_index.get().unwrap()))
    }

    /// Find the final parent node and the `PrefixId` of the given key if it exists.
    fn find_parent_node(&self, prefix: P) -> Option<(usize, PrefixId)> {
        let address = prefix.address();
        let prefix_length = prefix.prefix_length();
        let mut offset = 0;
        let mut parent_node_index = 0;
        let mut parent_node = &self.nodes[parent_node_index];

        while prefix_length >= offset + STRIDE {
            let local_id = StrideId::from_address(address, offset, STRIDE);

            if !parent_node.node_bitmap.contains(local_id) {
                return None;
            }

            parent_node_index = parent_node.get_child_index(local_id);
            parent_node = &self.nodes[parent_node_index];

            offset += STRIDE;
        }

        let prefix_id =
            PrefixId::from_address(address, offset, prefix_length - offset);

        Some((parent_node_index, prefix_id))
    }

    /// Recursively searches for an entry to remove, cleaning up empty internal nodes on the way back.
    fn remove_entry(
        &mut self,
        parent_node_index: usize,
        prefix: P,
        offset: u8,
        default_value_index: ValueIndex,
    ) -> Option<ValueIndex> {
        let address = prefix.address();
        let prefix_length = prefix.prefix_length();

        if prefix_length >= offset + STRIDE {
            let local_id = StrideId::from_address(address, offset, STRIDE);

            if !self.nodes[parent_node_index].node_bitmap.contains(local_id) {
                return None;
            }

            let child_default = self.get_default(parent_node_index, local_id);
            let child_index =
                self.nodes[parent_node_index].get_child_index(local_id);

            let value_index = self.remove_entry(
                child_index,
                prefix,
                offset + STRIDE,
                child_default,
            )?;

            if self.nodes[child_index].node_bitmap.is_empty()
                && self.entries[child_index].is_empty()
            {
                self.remove_node(child_index, parent_node_index, local_id);
            }

            Some(value_index)
        } else {
            let prefix_id =
                PrefixId::from_address(address, offset, prefix_length - offset);

            self.entries[parent_node_index].remove(&prefix_id).map(|(_, v)| {
                // Update the leaf ranges
                self.calculate_leaf_ranges(
                    parent_node_index,
                    default_value_index,
                );

                v
            })
        }
    }

    /// Remove a node from the trie, updating leaf ranges and node bases.
    fn remove_node(
        &mut self,
        node_index: usize,
        parent_index: usize,
        local_id: StrideId,
    ) {
        let leaf_base = self.nodes[node_index].leaf_base as usize;

        self.nodes[parent_index].node_bitmap.clear(local_id);
        self.nodes.remove(node_index);
        self.leaves.remove(leaf_base);
        self.entries.remove(node_index);

        for node in &mut self.nodes[node_index..] {
            node.leaf_base -= 1;
        }

        for node in &mut self.nodes[parent_index + 1..] {
            node.node_base -= 1;
        }
    }

    /// Find the next base node and leaf node index for a given parent node index.
    fn find_next_base(&self, next_node_index: usize) -> (u32, u32) {
        // SAFETY: We start with a root node at 0
        let last_node = &self.nodes[next_node_index - 1];
        let next_leaf_base =
            last_node.leaf_base + last_node.leaf_bitmap.pop_count();
        let next_node_base =
            last_node.node_base + last_node.node_bitmap.pop_count();

        (next_node_base, next_leaf_base)
    }

    /// Calculate the leaf ranges so they can be read with `leafvec_index`.
    ///
    /// Propagates the changes to its children. The process is slightly
    /// involved as more specific ranges may cut the representational space.
    ///
    /// Example: default is 0/0 but we have a 0001/4, meaning we need:
    /// - bit 0: default (0000/4)
    /// - bit 1: other (0001/4)
    /// - bit 2: default (rest)
    fn calculate_leaf_ranges(
        &mut self,
        node_index: usize,
        default_value_index: ValueIndex,
    ) {
        // Currently using a not-in-place version
        let leaf_base = self.nodes[node_index].leaf_base as usize;

        // Let's keep track of children's original defaults:
        let ids = self.nodes[node_index].node_bitmap.bit_positions();
        let original_defaults: Vec<_> = ids
            .iter()
            .map(|p| self.get_default(node_index, StrideId(*p)))
            .collect();

        let (new_bitmap, new_leaves) = build_leaf_ranges(
            self.entries[node_index].iter().map(|(&pid, &(_, vi))| (pid, vi)),
            default_value_index,
        );

        let old_end = if node_index < self.nodes.len() - 1 {
            self.nodes[node_index + 1].leaf_base as usize
        } else {
            self.leaves.len()
        };
        let balance =
            new_leaves.len() as isize - (old_end - leaf_base) as isize;

        self.nodes[node_index].leaf_bitmap = new_bitmap;
        self.leaves.splice(leaf_base..old_end, new_leaves);

        for node in &mut self.nodes[node_index + 1..] {
            node.leaf_base = (node.leaf_base as isize + balance) as u32;
        }

        // Check if position changed and update leaves accordingly
        for (i, id) in ids.iter().enumerate() {
            let new_default = self.get_default(node_index, StrideId(*id));
            if original_defaults[i] != new_default {
                let child_index = self.nodes[node_index].node_base as usize + i;
                self.calculate_leaf_ranges(child_index, new_default);
            }
        }
    }

    /// Gets the default for a node given its parent index and the stride id
    /// that points to it.
    fn get_default(
        &self,
        parent_node_index: usize,
        node_stride_id: StrideId,
    ) -> ValueIndex {
        let parent_node = &self.nodes[parent_node_index];
        let leaf_bitmap_index = parent_node.leaf_base
            + self.nodes[parent_node_index]
                .leaf_bitmap
                .leafvec_index(node_stride_id);
        self.leaves[leaf_bitmap_index as usize]
    }

    /// Very similar to `build_leaf_ranges`, but used only for bulk insertion.
    /// Assumptions:
    /// - The node has no leaves.
    /// - It won't need to fix leaf bases.
    /// - It won't need to propagate changes.
    fn build_leaf_ranges_bulk_insert(
        &mut self,
        node_index: usize,
        default_value_index: ValueIndex,
    ) {
        let leaf_base = self.nodes[node_index].leaf_base as usize;
        let leaf_bitmap = &mut self.nodes[node_index].leaf_bitmap;

        let mut entries = self.entries[node_index].iter().peekable();
        let default = entries
            .peek()
            .take_if(|(p, _)| p.prefix_length() == 0)
            .map(|(_, (_, v))| *v)
            .unwrap_or(default_value_index);

        self.leaves.insert(leaf_base, default);
        leaf_bitmap.set(StrideId(0));

        for (prefix_id, (_, value)) in entries {
            let (prefix, len) = prefix_id.components();
            let leaf_id = prefix_id.stride_id();
            let leafvec_index = leaf_bitmap.leafvec_index(leaf_id);
            let initial_value = self.leaves[leaf_base + leafvec_index as usize];

            let leaf_bitmap_index =
                leaf_base + leaf_bitmap.bitmap_index(leaf_id) as usize;
            if !leaf_bitmap.contains(leaf_id) {
                self.leaves.insert(leaf_bitmap_index, *value);
                leaf_bitmap.set(leaf_id);
            } else {
                self.leaves[leaf_bitmap_index] = *value;
            }

            let next_id = StrideId((prefix + 1) << (STRIDE - len));
            if next_id.0 != (1 << STRIDE) && !leaf_bitmap.contains(next_id) {
                let next_bitmap_index =
                    leaf_base + leaf_bitmap.bitmap_index(next_id) as usize;
                self.leaves.insert(next_bitmap_index, initial_value);
                leaf_bitmap.set(next_id);
            }
        }
    }
}

/// An internal node in the trie
#[derive(Debug, Clone, Default)]
struct Node {
    /// Debug field for keeping track of stride ascendancy.
    #[cfg(test)]
    debug_prefix: Vec<StrideId>,

    /// Bitmap of local nodes
    node_bitmap: Bitmap,

    /// Bitmap of local prefixes
    leaf_bitmap: Bitmap,

    /// Offset of the first node pointed by this node
    node_base: u32,

    /// Offset of the first leaf pointed by this node
    leaf_base: u32,
}

impl Node {
    fn new(
        #[cfg(test)] debug_prefix: Vec<StrideId>,
        node_base: u32,
        leaf_base: u32,
    ) -> Self {
        Node {
            #[cfg(test)]
            debug_prefix,
            node_bitmap: Bitmap::new(),
            leaf_bitmap: Bitmap::new(),
            node_base,
            leaf_base,
        }
    }

    /// Returns the index of the child node pointed by `local_id`.
    #[inline(always)]
    fn get_child_index(&self, local_id: StrideId) -> usize {
        (self.node_base + self.node_bitmap.bitmap_index(local_id)) as usize
    }
}

// Idea: try to iterate over entries, adding in increasing order of prefix id
// if prefix id 0 doesn't exist it will use default
// For each prefix in tree:
// - Remember the value currently assigned (with leaf id)
// - Push a leaf at the correct place
// - Push a terminating leaf wherever the range would finish
// Since prefix id starts with the smallest prefix lengths, terminator should always have the value that existed initially.
// A bit of math now:
// prefix_id | prefix/len | base | cover | next
// 0         | 0/0        | 0    | 64    | 64 (out)
// 1         | 0/1        | 0    | 32    | 32
// 2         | 1/1        | 32   | 32    | 64 (out)
// 3         | 0/2        | 0    | 16    | 16
// 4         | 1/2        | 16   | 16    | 32
// ...
// This means that:
// - next = base + cover
// - next = (prefix + 1) << (STRIDE - len)
// TODO: Analyze performance characteristics of doing it in-band:
// - For `Poptrie::insert`, multiple leaves may have to added, where each insert pushes the following leaves
// - We could not always shrink, trading a little cache locality for insertion speed.
fn build_leaf_ranges(
    entries: impl Iterator<Item = (PrefixId, ValueIndex)>,
    default_value_index: ValueIndex,
) -> (Bitmap, Vec<ValueIndex>) {
    let mut leaf_bitmap = Bitmap::new();

    let mut entries = entries.peekable();
    let default = entries
        .peek()
        .take_if(|(p, _)| p.prefix_length() == 0)
        .map(|(_, v)| *v)
        .unwrap_or(default_value_index);

    let mut leaves = vec![default];
    leaf_bitmap.set(StrideId(0));

    for (prefix_id, value) in entries {
        let (prefix, len) = prefix_id.components();
        let leaf_id = prefix_id.stride_id();
        let leafvec_index = leaf_bitmap.leafvec_index(leaf_id) as usize;
        let initial_value = leaves[leafvec_index];

        let leaf_bitmap_index = leaf_bitmap.bitmap_index(leaf_id) as usize;

        // Insert new leaf or rewrite a possible terminator
        if !leaf_bitmap.contains(leaf_id) {
            leaves.insert(leaf_bitmap_index, value);
            leaf_bitmap.set(leaf_id);
        } else {
            leaves[leaf_bitmap_index] = value;
        }

        let next_id = StrideId((prefix + 1) << (STRIDE - len));

        // Check if we need to insert a terminator
        // We don't insert if:
        // - It's the end of representation
        // - It already exists, meaning something more relevant is already there
        if next_id.0 != (1 << STRIDE) && !leaf_bitmap.contains(next_id) {
            let next_bitmap_index = leaf_bitmap.bitmap_index(next_id) as usize;
            leaves.insert(next_bitmap_index, initial_value);
            leaf_bitmap.set(next_id);
        }
    }

    (leaf_bitmap, leaves)
}