Line data Source code
1 : use std::ops::Range;
2 :
3 : // NOTE the `im` crate has 20x more downloads and also has
4 : // persistent/immutable BTree. But it's bugged so rpds is a
5 : // better choice <https://github.com/neondatabase/neon/issues/3395>
6 : use rpds::RedBlackTreeMapSync;
7 :
8 : /// Data structure that can efficiently:
9 : /// - find the latest layer by lsn.end at a given key
10 : /// - iterate the latest layers in a key range
11 : /// - insert layers in non-decreasing lsn.start order
12 : ///
13 : /// For a detailed explanation and justification of this approach, see:
14 : /// <https://neon.tech/blog/persistent-structures-in-neons-wal-indexing>
15 : ///
16 : /// NOTE The struct is parameterized over Value for easier
17 : /// testing, but in practice it's some sort of layer.
18 : pub struct LayerCoverage<Value> {
19 : /// For every change in coverage (as we sweep the key space)
20 : /// we store (lsn.end, value).
21 : ///
22 : /// NOTE We use an immutable/persistent tree so that we can keep historic
23 : /// versions of this coverage without cloning the whole thing and
24 : /// incurring quadratic memory cost. See HistoricLayerCoverage.
25 : ///
26 : /// NOTE We use the Sync version of the map because we want Self to
27 : /// be Sync. Using nonsync might be faster, if we can work with
28 : /// that.
29 : nodes: RedBlackTreeMapSync<i128, Option<(u64, Value)>>,
30 : }
31 :
32 : impl<T: Clone> Default for LayerCoverage<T> {
33 5418 : fn default() -> Self {
34 5418 : Self::new()
35 5418 : }
36 : }
37 :
38 : impl<Value: Clone> LayerCoverage<Value> {
39 5418 : pub fn new() -> Self {
40 5418 : Self {
41 5418 : nodes: RedBlackTreeMapSync::default(),
42 5418 : }
43 5418 : }
44 :
45 : /// Helper function to subdivide the key range without changing any values
46 : ///
47 : /// This operation has no semantic effect by itself. It only helps us pin in
48 : /// place the part of the coverage we don't want to change when inserting.
49 : ///
50 : /// As an analogy, think of a polygon. If you add a vertex along one of the
51 : /// segments, the polygon is still the same, but it behaves differently when
52 : /// we move or delete one of the other points.
53 : ///
54 : /// Complexity: O(log N)
55 50446 : fn add_node(&mut self, key: i128) {
56 50446 : let value = match self.nodes.range(..=key).last() {
57 16471 : Some((_, Some(v))) => Some(v.clone()),
58 32536 : Some((_, None)) => None,
59 1439 : None => None,
60 : };
61 50446 : self.nodes.insert_mut(key, value);
62 50446 : }
63 :
64 : /// Insert a layer.
65 : ///
66 : /// Complexity: worst case O(N), in practice O(log N). See NOTE in implementation.
67 25223 : pub fn insert(&mut self, key: Range<i128>, lsn: Range<u64>, value: Value) {
68 25223 : // Add nodes at endpoints
69 25223 : //
70 25223 : // NOTE The order of lines is important. We add nodes at the start
71 25223 : // and end of the key range **before updating any nodes** in order
72 25223 : // to pin down the current coverage outside of the relevant key range.
73 25223 : // Only the coverage inside the layer's key range should change.
74 25223 : self.add_node(key.start);
75 25223 : self.add_node(key.end);
76 25223 :
77 25223 : // Raise the height where necessary
78 25223 : //
79 25223 : // NOTE This loop is worst case O(N), but amortized O(log N) in the special
80 25223 : // case when rectangles have no height. In practice I don't think we'll see
81 25223 : // the kind of layer intersections needed to trigger O(N) behavior. The worst
82 25223 : // case is N/2 horizontal layers overlapped with N/2 vertical layers in a
83 25223 : // grid pattern.
84 25223 : let mut to_update = Vec::new();
85 25223 : let mut to_remove = Vec::new();
86 25223 : let mut prev_covered = false;
87 104828 : for (k, node) in self.nodes.range(key) {
88 104828 : let needs_cover = match node {
89 14562 : None => true,
90 90266 : Some((h, _)) => h < &lsn.end,
91 : };
92 104828 : if needs_cover {
93 36195 : match prev_covered {
94 9281 : true => to_remove.push(*k),
95 26914 : false => to_update.push(*k),
96 : }
97 68633 : }
98 104828 : prev_covered = needs_cover;
99 : }
100 : // TODO check if the nodes inserted at key.start and key.end are safe
101 : // to remove. It's fine to keep them but they could be redundant.
102 52137 : for k in to_update {
103 26914 : self.nodes.insert_mut(k, Some((lsn.end, value.clone())));
104 26914 : }
105 34504 : for k in to_remove {
106 9281 : self.nodes.remove_mut(&k);
107 9281 : }
108 25223 : }
109 :
110 : /// Get the latest (by lsn.end) layer at a given key
111 : ///
112 : /// Complexity: O(log N)
113 105941941 : pub fn query(&self, key: i128) -> Option<Value> {
114 105941941 : self.nodes
115 105941941 : .range(..=key)
116 105941941 : .next_back()?
117 : .1
118 61777834 : .as_ref()
119 61777834 : .map(|(_, v)| v.clone())
120 105941941 : }
121 :
122 : /// Iterate the changes in layer coverage in a given range. You will likely
123 : /// want to start with self.query(key.start), and then follow up with self.range
124 : ///
125 : /// Complexity: O(log N + result_size)
126 14313758 : pub fn range(&self, key: Range<i128>) -> impl '_ + Iterator<Item = (i128, Option<Value>)> {
127 14313758 : self.nodes
128 14313758 : .range(key)
129 14313758 : .map(|(k, v)| (*k, v.as_ref().map(|x| x.1.clone())))
130 14313758 : }
131 :
132 : /// O(1) clone
133 62178 : pub fn clone(&self) -> Self {
134 62178 : Self {
135 62178 : nodes: self.nodes.clone(),
136 62178 : }
137 62178 : }
138 : }
139 :
140 : /// Image and delta coverage at a specific LSN.
141 : pub struct LayerCoverageTuple<Value> {
142 : pub image_coverage: LayerCoverage<Value>,
143 : pub delta_coverage: LayerCoverage<Value>,
144 : }
145 :
146 : impl<T: Clone> Default for LayerCoverageTuple<T> {
147 2709 : fn default() -> Self {
148 2709 : Self {
149 2709 : image_coverage: LayerCoverage::default(),
150 2709 : delta_coverage: LayerCoverage::default(),
151 2709 : }
152 2709 : }
153 : }
154 :
155 : impl<Value: Clone> LayerCoverageTuple<Value> {
156 31089 : pub fn clone(&self) -> Self {
157 31089 : Self {
158 31089 : image_coverage: self.image_coverage.clone(),
159 31089 : delta_coverage: self.delta_coverage.clone(),
160 31089 : }
161 31089 : }
162 : }
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