-
Notifications
You must be signed in to change notification settings - Fork 35
/
merkle_tree.rs
450 lines (369 loc) · 15.6 KB
/
merkle_tree.rs
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
use alloc::{string::String, vec::Vec};
use core::{fmt, ops::Deref, slice};
use super::{InnerNodeInfo, MerkleError, MerklePath, NodeIndex, Rpo256, RpoDigest, Word};
use crate::utils::{uninit_vector, word_to_hex};
// MERKLE TREE
// ================================================================================================
/// A fully-balanced binary Merkle tree (i.e., a tree where the number of leaves is a power of two).
#[derive(Debug, Clone, PartialEq, Eq)]
#[cfg_attr(feature = "serde", derive(serde::Deserialize, serde::Serialize))]
pub struct MerkleTree {
nodes: Vec<RpoDigest>,
}
impl MerkleTree {
// CONSTRUCTOR
// --------------------------------------------------------------------------------------------
/// Returns a Merkle tree instantiated from the provided leaves.
///
/// # Errors
/// Returns an error if the number of leaves is smaller than two or is not a power of two.
pub fn new<T>(leaves: T) -> Result<Self, MerkleError>
where
T: AsRef<[Word]>,
{
let leaves = leaves.as_ref();
let n = leaves.len();
if n <= 1 {
return Err(MerkleError::DepthTooSmall(n as u8));
} else if !n.is_power_of_two() {
return Err(MerkleError::NumLeavesNotPowerOfTwo(n));
}
// create un-initialized vector to hold all tree nodes
let mut nodes = unsafe { uninit_vector(2 * n) };
nodes[0] = RpoDigest::default();
// copy leaves into the second part of the nodes vector
nodes[n..].iter_mut().zip(leaves).for_each(|(node, leaf)| {
*node = RpoDigest::from(*leaf);
});
// re-interpret nodes as an array of two nodes fused together
// Safety: `nodes` will never move here as it is not bound to an external lifetime (i.e.
// `self`).
let ptr = nodes.as_ptr() as *const [RpoDigest; 2];
let pairs = unsafe { slice::from_raw_parts(ptr, n) };
// calculate all internal tree nodes
for i in (1..n).rev() {
nodes[i] = Rpo256::merge(&pairs[i]);
}
Ok(Self { nodes })
}
// PUBLIC ACCESSORS
// --------------------------------------------------------------------------------------------
/// Returns the root of this Merkle tree.
pub fn root(&self) -> RpoDigest {
self.nodes[1]
}
/// Returns the depth of this Merkle tree.
///
/// Merkle tree of depth 1 has two leaves, depth 2 has four leaves etc.
pub fn depth(&self) -> u8 {
(self.nodes.len() / 2).ilog2() as u8
}
/// Returns a node at the specified depth and index value.
///
/// # Errors
/// Returns an error if:
/// * The specified depth is greater than the depth of the tree.
/// * The specified index is not valid for the specified depth.
pub fn get_node(&self, index: NodeIndex) -> Result<RpoDigest, MerkleError> {
if index.is_root() {
return Err(MerkleError::DepthTooSmall(index.depth()));
} else if index.depth() > self.depth() {
return Err(MerkleError::DepthTooBig(index.depth() as u64));
}
let pos = index.to_scalar_index() as usize;
Ok(self.nodes[pos])
}
/// Returns a Merkle path to the node at the specified depth and index value. The node itself
/// is not included in the path.
///
/// # Errors
/// Returns an error if:
/// * The specified depth is greater than the depth of the tree.
/// * The specified value is not valid for the specified depth.
pub fn get_path(&self, mut index: NodeIndex) -> Result<MerklePath, MerkleError> {
if index.is_root() {
return Err(MerkleError::DepthTooSmall(index.depth()));
} else if index.depth() > self.depth() {
return Err(MerkleError::DepthTooBig(index.depth() as u64));
}
// TODO should we create a helper in `NodeIndex` that will encapsulate traversal to root so
// we always use inlined `for` instead of `while`? the reason to use `for` is because its
// easier for the compiler to vectorize.
let mut path = Vec::with_capacity(index.depth() as usize);
for _ in 0..index.depth() {
let sibling = index.sibling().to_scalar_index() as usize;
path.push(self.nodes[sibling]);
index.move_up();
}
debug_assert!(index.is_root(), "the path walk must go all the way to the root");
Ok(path.into())
}
// ITERATORS
// --------------------------------------------------------------------------------------------
/// Returns an iterator over the leaves of this [MerkleTree].
pub fn leaves(&self) -> impl Iterator<Item = (u64, &Word)> {
let leaves_start = self.nodes.len() / 2;
self.nodes
.iter()
.skip(leaves_start)
.enumerate()
.map(|(i, v)| (i as u64, v.deref()))
}
/// Returns n iterator over every inner node of this [MerkleTree].
///
/// The iterator order is unspecified.
pub fn inner_nodes(&self) -> InnerNodeIterator {
InnerNodeIterator {
nodes: &self.nodes,
index: 1, // index 0 is just padding, start at 1
}
}
// STATE MUTATORS
// --------------------------------------------------------------------------------------------
/// Replaces the leaf at the specified index with the provided value.
///
/// # Errors
/// Returns an error if the specified index value is not a valid leaf value for this tree.
pub fn update_leaf<'a>(&'a mut self, index_value: u64, value: Word) -> Result<(), MerkleError> {
let mut index = NodeIndex::new(self.depth(), index_value)?;
// we don't need to copy the pairs into a new address as we are logically guaranteed to not
// overlap write instructions. however, it's important to bind the lifetime of pairs to
// `self.nodes` so the compiler will never move one without moving the other.
debug_assert_eq!(self.nodes.len() & 1, 0);
let n = self.nodes.len() / 2;
// Safety: the length of nodes is guaranteed to contain pairs of words; hence, pairs of
// digests. we explicitly bind the lifetime here so we add an extra layer of guarantee that
// `self.nodes` will be moved only if `pairs` is moved as well. also, the algorithm is
// logically guaranteed to not overlap write positions as the write index is always half
// the index from which we read the digest input.
let ptr = self.nodes.as_ptr() as *const [RpoDigest; 2];
let pairs: &'a [[RpoDigest; 2]] = unsafe { slice::from_raw_parts(ptr, n) };
// update the current node
let pos = index.to_scalar_index() as usize;
self.nodes[pos] = value.into();
// traverse to the root, updating each node with the merged values of its parents
for _ in 0..index.depth() {
index.move_up();
let pos = index.to_scalar_index() as usize;
let value = Rpo256::merge(&pairs[pos]);
self.nodes[pos] = value;
}
Ok(())
}
}
// CONVERSIONS
// ================================================================================================
impl TryFrom<&[Word]> for MerkleTree {
type Error = MerkleError;
fn try_from(value: &[Word]) -> Result<Self, Self::Error> {
MerkleTree::new(value)
}
}
impl TryFrom<&[RpoDigest]> for MerkleTree {
type Error = MerkleError;
fn try_from(value: &[RpoDigest]) -> Result<Self, Self::Error> {
let value: Vec<Word> = value.iter().map(|v| *v.deref()).collect();
MerkleTree::new(value)
}
}
// ITERATORS
// ================================================================================================
/// An iterator over every inner node of the [MerkleTree].
///
/// Use this to extract the data of the tree, there is no guarantee on the order of the elements.
pub struct InnerNodeIterator<'a> {
nodes: &'a Vec<RpoDigest>,
index: usize,
}
impl Iterator for InnerNodeIterator<'_> {
type Item = InnerNodeInfo;
fn next(&mut self) -> Option<Self::Item> {
if self.index < self.nodes.len() / 2 {
let value = self.index;
let left = self.index * 2;
let right = left + 1;
self.index += 1;
Some(InnerNodeInfo {
value: self.nodes[value],
left: self.nodes[left],
right: self.nodes[right],
})
} else {
None
}
}
}
// UTILITY FUNCTIONS
// ================================================================================================
/// Utility to visualize a [MerkleTree] in text.
pub fn tree_to_text(tree: &MerkleTree) -> Result<String, fmt::Error> {
let indent = " ";
let mut s = String::new();
s.push_str(&word_to_hex(&tree.root())?);
s.push('\n');
for d in 1..=tree.depth() {
let entries = 2u64.pow(d.into());
for i in 0..entries {
let index = NodeIndex::new(d, i).expect("The index must always be valid");
let node = tree.get_node(index).expect("The node must always be found");
for _ in 0..d {
s.push_str(indent);
}
s.push_str(&word_to_hex(&node)?);
s.push('\n');
}
}
Ok(s)
}
/// Utility to visualize a [MerklePath] in text.
pub fn path_to_text(path: &MerklePath) -> Result<String, fmt::Error> {
let mut s = String::new();
s.push('[');
for el in path.iter() {
s.push_str(&word_to_hex(el)?);
s.push_str(", ");
}
// remove the last ", "
if path.len() != 0 {
s.pop();
s.pop();
}
s.push(']');
Ok(s)
}
// TESTS
// ================================================================================================
#[cfg(test)]
mod tests {
use core::mem::size_of;
use proptest::prelude::*;
use super::*;
use crate::{
merkle::{digests_to_words, int_to_leaf, int_to_node},
Felt, WORD_SIZE,
};
const LEAVES4: [RpoDigest; WORD_SIZE] =
[int_to_node(1), int_to_node(2), int_to_node(3), int_to_node(4)];
const LEAVES8: [RpoDigest; 8] = [
int_to_node(1),
int_to_node(2),
int_to_node(3),
int_to_node(4),
int_to_node(5),
int_to_node(6),
int_to_node(7),
int_to_node(8),
];
#[test]
fn build_merkle_tree() {
let tree = super::MerkleTree::new(digests_to_words(&LEAVES4)).unwrap();
assert_eq!(8, tree.nodes.len());
// leaves were copied correctly
for (a, b) in tree.nodes.iter().skip(4).zip(LEAVES4.iter()) {
assert_eq!(a, b);
}
let (root, node2, node3) = compute_internal_nodes();
assert_eq!(root, tree.nodes[1]);
assert_eq!(node2, tree.nodes[2]);
assert_eq!(node3, tree.nodes[3]);
assert_eq!(root, tree.root());
}
#[test]
fn get_leaf() {
let tree = super::MerkleTree::new(digests_to_words(&LEAVES4)).unwrap();
// check depth 2
assert_eq!(LEAVES4[0], tree.get_node(NodeIndex::make(2, 0)).unwrap());
assert_eq!(LEAVES4[1], tree.get_node(NodeIndex::make(2, 1)).unwrap());
assert_eq!(LEAVES4[2], tree.get_node(NodeIndex::make(2, 2)).unwrap());
assert_eq!(LEAVES4[3], tree.get_node(NodeIndex::make(2, 3)).unwrap());
// check depth 1
let (_, node2, node3) = compute_internal_nodes();
assert_eq!(node2, tree.get_node(NodeIndex::make(1, 0)).unwrap());
assert_eq!(node3, tree.get_node(NodeIndex::make(1, 1)).unwrap());
}
#[test]
fn get_path() {
let tree = super::MerkleTree::new(digests_to_words(&LEAVES4)).unwrap();
let (_, node2, node3) = compute_internal_nodes();
// check depth 2
assert_eq!(vec![LEAVES4[1], node3], *tree.get_path(NodeIndex::make(2, 0)).unwrap());
assert_eq!(vec![LEAVES4[0], node3], *tree.get_path(NodeIndex::make(2, 1)).unwrap());
assert_eq!(vec![LEAVES4[3], node2], *tree.get_path(NodeIndex::make(2, 2)).unwrap());
assert_eq!(vec![LEAVES4[2], node2], *tree.get_path(NodeIndex::make(2, 3)).unwrap());
// check depth 1
assert_eq!(vec![node3], *tree.get_path(NodeIndex::make(1, 0)).unwrap());
assert_eq!(vec![node2], *tree.get_path(NodeIndex::make(1, 1)).unwrap());
}
#[test]
fn update_leaf() {
let mut tree = super::MerkleTree::new(digests_to_words(&LEAVES8)).unwrap();
// update one leaf
let value = 3;
let new_node = int_to_leaf(9);
let mut expected_leaves = digests_to_words(&LEAVES8);
expected_leaves[value as usize] = new_node;
let expected_tree = super::MerkleTree::new(expected_leaves.clone()).unwrap();
tree.update_leaf(value, new_node).unwrap();
assert_eq!(expected_tree.nodes, tree.nodes);
// update another leaf
let value = 6;
let new_node = int_to_leaf(10);
expected_leaves[value as usize] = new_node;
let expected_tree = super::MerkleTree::new(expected_leaves.clone()).unwrap();
tree.update_leaf(value, new_node).unwrap();
assert_eq!(expected_tree.nodes, tree.nodes);
}
#[test]
fn nodes() -> Result<(), MerkleError> {
let tree = super::MerkleTree::new(digests_to_words(&LEAVES4)).unwrap();
let root = tree.root();
let l1n0 = tree.get_node(NodeIndex::make(1, 0))?;
let l1n1 = tree.get_node(NodeIndex::make(1, 1))?;
let l2n0 = tree.get_node(NodeIndex::make(2, 0))?;
let l2n1 = tree.get_node(NodeIndex::make(2, 1))?;
let l2n2 = tree.get_node(NodeIndex::make(2, 2))?;
let l2n3 = tree.get_node(NodeIndex::make(2, 3))?;
let nodes: Vec<InnerNodeInfo> = tree.inner_nodes().collect();
let expected = vec![
InnerNodeInfo { value: root, left: l1n0, right: l1n1 },
InnerNodeInfo { value: l1n0, left: l2n0, right: l2n1 },
InnerNodeInfo { value: l1n1, left: l2n2, right: l2n3 },
];
assert_eq!(nodes, expected);
Ok(())
}
proptest! {
#[test]
fn arbitrary_word_can_be_represented_as_digest(
a in prop::num::u64::ANY,
b in prop::num::u64::ANY,
c in prop::num::u64::ANY,
d in prop::num::u64::ANY,
) {
// this test will assert the memory equivalence between word and digest.
// it is used to safeguard the `[MerkleTee::update_leaf]` implementation
// that assumes this equivalence.
// build a word and copy it to another address as digest
let word = [Felt::new(a), Felt::new(b), Felt::new(c), Felt::new(d)];
let digest = RpoDigest::from(word);
// assert the addresses are different
let word_ptr = word.as_ptr() as *const u8;
let digest_ptr = digest.as_ptr() as *const u8;
assert_ne!(word_ptr, digest_ptr);
// compare the bytes representation
let word_bytes = unsafe { slice::from_raw_parts(word_ptr, size_of::<Word>()) };
let digest_bytes = unsafe { slice::from_raw_parts(digest_ptr, size_of::<RpoDigest>()) };
assert_eq!(word_bytes, digest_bytes);
}
}
// HELPER FUNCTIONS
// --------------------------------------------------------------------------------------------
fn compute_internal_nodes() -> (RpoDigest, RpoDigest, RpoDigest) {
let node2 =
Rpo256::hash_elements(&[Word::from(LEAVES4[0]), Word::from(LEAVES4[1])].concat());
let node3 =
Rpo256::hash_elements(&[Word::from(LEAVES4[2]), Word::from(LEAVES4[3])].concat());
let root = Rpo256::merge(&[node2, node3]);
(root, node2, node3)
}
}