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182 changes: 182 additions & 0 deletions
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yarn-project/merkle-tree/src/snapshots/base_full_snapshot.ts
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import { SiblingPath } from '@aztec/types'; | ||
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import { LevelUp, LevelUpChain } from 'levelup'; | ||
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import { SiblingPathSource } from '../interfaces/merkle_tree.js'; | ||
import { TreeBase } from '../tree_base.js'; | ||
import { TreeSnapshot, TreeSnapshotBuilder } from './snapshot_builder.js'; | ||
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// ket for a node's children | ||
const snapshotChildKey = (node: Buffer, child: 0 | 1) => | ||
Buffer.concat([Buffer.from('snapshot:node:'), node, Buffer.from(':' + child)]); | ||
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// metadata for a snapshot - the root of the historical tree | ||
const snapshotRootKey = (treeName: string, block: number) => `snapshot:root:${treeName}:${block}`; | ||
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/** | ||
* Builds a full snapshot of a tree. This implementation works for any Merkle tree and stores | ||
* it in a database in a similar way to how a tree is stored in memory, using pointers. | ||
* | ||
* Sharing the same database between versions and trees is recommended as the trees would share | ||
* structure. | ||
* | ||
* Implement the protected method `handleLeaf` to store any additional data you need for each leaf. | ||
* | ||
* Complexity: | ||
* N - count of non-zero nodes in tree | ||
* M - count of snapshots | ||
* H - tree height | ||
* Worst case space complexity: O(N * M) | ||
* Sibling path access: O(H) database reads | ||
*/ | ||
export abstract class BaseFullTreeSnapshotBuilder<T extends TreeBase, S extends SiblingPathSource> | ||
implements TreeSnapshotBuilder<S> | ||
{ | ||
constructor(protected db: LevelUp, protected tree: T) {} | ||
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async snapshot(block: number): Promise<S> { | ||
const historicalRoot = await this.#getRootAtBlock(block); | ||
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if (historicalRoot) { | ||
return this.openSnapshot(historicalRoot); | ||
} | ||
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const batch = this.db.batch(); | ||
const root = this.tree.getRoot(); | ||
const depth = this.tree.getDepth(); | ||
const queue: [Buffer, number, bigint][] = [[root, 0, 0n]]; | ||
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// walk the tree breadth-first and store each of its nodes in the database | ||
// for each node we save two keys | ||
// <node hash>:0 -> <left child's hash> | ||
// <node hash>:1 -> <right child's hash> | ||
while (queue.length > 0) { | ||
const [node, level, i] = queue.shift()!; | ||
// check if the database already has a child for this tree | ||
// if it does, then we know we've seen the whole subtree below it before | ||
// and we don't have to traverse it anymore | ||
// we use the left child here, but it could be anything that shows we've stored the node before | ||
const exists: Buffer | undefined = await this.db.get(snapshotChildKey(node, 0)).catch(() => undefined); | ||
if (exists) { | ||
continue; | ||
} | ||
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if (level + 1 > depth) { | ||
// short circuit if we've reached the leaf level | ||
// otherwise getNode might throw if we ask for the children of a leaf | ||
this.handleLeaf(i, node, batch); | ||
continue; | ||
} | ||
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const [lhs, rhs] = await Promise.all([ | ||
this.tree.getNode(level + 1, 2n * i), | ||
this.tree.getNode(level + 1, 2n * i + 1n), | ||
]); | ||
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// we want the zero hash at the children's level, not the node's level | ||
const zeroHash = this.tree.getZeroHash(level + 1); | ||
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batch.put(snapshotChildKey(node, 0), lhs ?? zeroHash); | ||
batch.put(snapshotChildKey(node, 1), rhs ?? zeroHash); | ||
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// enqueue the children only if they're not zero hashes | ||
if (lhs) { | ||
queue.push([lhs, level + 1, 2n * i]); | ||
} | ||
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if (rhs) { | ||
queue.push([rhs, level + 1, 2n * i + 1n]); | ||
} | ||
} | ||
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batch.put(snapshotRootKey(this.tree.getName(), block), root); | ||
await batch.write(); | ||
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return this.openSnapshot(root); | ||
} | ||
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protected handleLeaf(_index: bigint, _node: Buffer, _batch: LevelUpChain) { | ||
return; | ||
} | ||
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async getSnapshot(version: number): Promise<S> { | ||
const historicRoot = await this.#getRootAtBlock(version); | ||
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if (!historicRoot) { | ||
throw new Error(`Version ${version} does not exist for tree ${this.tree.getName()}`); | ||
} | ||
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return this.openSnapshot(historicRoot); | ||
} | ||
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protected abstract openSnapshot(root: Buffer): S; | ||
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async #getRootAtBlock(block: number): Promise<Buffer | undefined> { | ||
try { | ||
return await this.db.get(snapshotRootKey(this.tree.getName(), block)); | ||
} catch (err) { | ||
return undefined; | ||
} | ||
} | ||
} | ||
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/** | ||
* A source of sibling paths from a snapshot tree | ||
*/ | ||
export class BaseFullTreeSnapshot implements TreeSnapshot { | ||
constructor(protected db: LevelUp, protected historicRoot: Buffer, protected tree: TreeBase) {} | ||
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async getSiblingPath<N extends number>(index: bigint): Promise<SiblingPath<N>> { | ||
const siblings: Buffer[] = []; | ||
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for await (const [_node, sibling] of this.pathFromRootToLeaf(index)) { | ||
siblings.push(sibling); | ||
} | ||
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// we got the siblings we were looking for, but they are in root-leaf order | ||
// reverse them here so we have leaf-root (what SiblingPath expects) | ||
siblings.reverse(); | ||
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return new SiblingPath<N>(this.tree.getDepth() as N, siblings); | ||
} | ||
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protected async *pathFromRootToLeaf(leafIndex: bigint) { | ||
const root = this.historicRoot; | ||
const pathFromRoot = this.#getPathFromRoot(leafIndex); | ||
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let node: Buffer = root; | ||
for (let i = 0; i < pathFromRoot.length; i++) { | ||
// get both children. We'll need both anyway (one to keep track of, the other to walk down to) | ||
const children: [Buffer, Buffer] = await Promise.all([ | ||
this.db.get(snapshotChildKey(node, 0)), | ||
this.db.get(snapshotChildKey(node, 1)), | ||
]).catch(() => [this.tree.getZeroHash(i + 1), this.tree.getZeroHash(i + 1)]); | ||
const next = children[pathFromRoot[i]]; | ||
const sibling = children[(pathFromRoot[i] + 1) % 2]; | ||
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yield [next, sibling]; | ||
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node = next; | ||
} | ||
} | ||
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/** | ||
* Calculates the path from the root to the target leaf. Returns an array of 0s and 1s, | ||
* each 0 represents walking down a left child and each 1 walking down to the child on the right. | ||
* | ||
* @param leafIndex - The target leaf | ||
* @returns An array of 0s and 1s | ||
*/ | ||
#getPathFromRoot(leafIndex: bigint): ReadonlyArray<0 | 1> { | ||
const path: Array<0 | 1> = []; | ||
let level = this.tree.getDepth(); | ||
while (level > 0) { | ||
path.push(leafIndex & 0x01n ? 1 : 0); | ||
leafIndex >>= 1n; | ||
level--; | ||
} | ||
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path.reverse(); | ||
return path; | ||
} | ||
} |
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