diff --git a/packages/core/src/bloom/bloom.ts b/packages/core/src/bloom/bloom.ts index 66894fa4d..d064e0dfb 100644 --- a/packages/core/src/bloom/bloom.ts +++ b/packages/core/src/bloom/bloom.ts @@ -9,6 +9,7 @@ * Reference: [Bloom Filter in VeChain Thor](https://github.com/vechain/thor/blob/master/thor/bloom/bloom.go). */ import * as utils from '@noble/curves/abstract/utils'; +import { assert, BLOOM } from '@vechain/sdk-errors'; import { blake2b256 } from '../hash'; /** @@ -124,6 +125,45 @@ class Filter { this.k = k; } + /** + * Composes the current filter with another filter by performing a bitwise OR operation on the filter bits. + * Both filters must have been generated with the same number of hash functions, and they must have the same length. + * + * @param {Filter} other - The filter to compose with. + * @returns {Filter} - A new filter that is the result of the composition. + * + * @throws InvalidBloomError If the other filter has a different length. + * @throws InvalidKError if the other filter was generated with a different `k` number of hash functions. + */ + public compose(other: Filter): Filter { + assert( + 'Filter.compose', + this.bits.length === other.bits.length, + BLOOM.INVALID_BLOOM, + 'Filters have different lengths', + { + this: this, + other + } + ); + assert( + 'Filter.compose', + this.k === other.k, + BLOOM.INVALID_K, + 'Filters generated with different k number of hash functions', + { + this: this, + other + } + ); + return new Filter( + new Uint8Array( + this.bits.map((bit, index) => bit | other.bits[index]) + ), + this.k + ); + } + /** * Checks if the Bloom filter may contain the specified key. * Note: false positives are possible, but false negatives are not. @@ -142,6 +182,19 @@ class Filter { } ); } + + /** + * Checks if the current filter is composable with another filter. + * Two filters are composable if they have the same 'k' value expressing the number of hash function used for + * the generation of the filters, and the same number of bits. + * + * @param {Filter} other - The filter to compare with. + * + * @return {boolean} - True if the filters are composable, false otherwise. + */ + public isComposableWith(other: Filter): boolean { + return this.k === other.k && this.bits.length === other.bits.length; + } } /** @@ -170,7 +223,7 @@ class Generator { * Generates a Bloom filter with the specified number of bits per key and number of hash functions. * The generator will be reset after generation. * - * @param {number} bitsPerKey - The desired number of bits per key in the Bloom filter. + * @param {number} bitsPerKey - The desired number of bits per key in the Bloom filter (`m` in math literature). * @param {number} k - The number of hash functions to use in the Bloom filter. * @returns {Filter} - The generated Bloom filter. */ diff --git a/packages/core/tests/bloom/bloom.unit.test.ts b/packages/core/tests/bloom/bloom.unit.test.ts index 51ac00e64..3915e6595 100644 --- a/packages/core/tests/bloom/bloom.unit.test.ts +++ b/packages/core/tests/bloom/bloom.unit.test.ts @@ -2,6 +2,7 @@ import * as utils from '@noble/curves/abstract/utils'; import { describe, expect, test } from '@jest/globals'; import { bloom, Hex } from '../../src'; import { bloomKTestCases } from './fixture'; +import { InvalidBloomError, InvalidKError } from '../../../errors'; /** * Bloom filter tests @@ -13,6 +14,177 @@ import { bloomKTestCases } from './fixture'; describe('Bloom Filter', () => { const textEncoder = new TextEncoder(); + /** + * Test the composition of Bloom filters, + * those are compatible if generated from the same `k` number of hashing functions + * and represents the entry with the same `m` number of bits, + * since the `k` and `m` parameters are used to compute the best length of the + * filter, if those are equals for two different filters, the different + * filters have the same length. + */ + describe('compose', () => { + const m = 20; // Bits per key. + const k = bloom.calculateK(m); + const keys1 = ['key1.1', 'key1.2', 'key1.3']; + const keys2 = ['key2.1', 'key2.2', 'key2.3']; + + /** + * Test should fail because the filters are forged with different length, + * hence the number of bits per key entry are different. + */ + test('compose - invalid - different length', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m * m, k); + expect(() => { + filter1.compose(filter2); + }).toThrow(InvalidBloomError); + }); + + /** + * Test should fail because the filters are forged with different `k` number of + * hashing functions. + */ + test('compose - invalid - different k', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m, k - 1); + expect(() => { + filter1.compose(filter2); + }).toThrow(InvalidKError); + }); + + /** + * Test should succeed suggesting all the elements of the two filters are elements + * of the composed filter. + */ + test('compose - valid - possibly in set', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m, k); + const filterUnion = filter1.compose(filter2); + keys1.forEach((key) => { + expect( + filterUnion.contains(textEncoder.encode(key)) + ).toBeTruthy(); + }); + keys2.forEach((key) => { + expect( + filterUnion.contains(textEncoder.encode(key)) + ).toBeTruthy(); + }); + }); + + /** + * Test should succeed cofirming an alien element not + * belonging to any of the filters is not part of the composed filter. + */ + test('compose - valid - not in set', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m, k); + const filterUnion = filter1.compose(filter2); + expect( + filterUnion.contains(textEncoder.encode('alien')) + ).toBeFalsy(); + }); + }); + + /** + * Test the possibility to compose different Bloom filters, + * those are compatible if generated from the same `k` number of hashing functions + * and represents the entry with the same `m` number of bits, + * since the `k` and `m` parameters are used to compute the best length of the + * filter, if those are equals for two different filters, the different + * filters have the same length. + */ + describe('isComposable', () => { + const m = 20; // Bits per key. + const k = bloom.calculateK(m); + const keys1 = ['key1.1', 'key1.2', 'key1.3']; + const keys2 = ['key2.1', 'key2.2', 'key2.3']; + + /** + * Test should return false because the filters re forged with different length. + */ + test('isComposable - false - different length', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m * m, k); + expect(filter1.isComposableWith(filter2)).toBeFalsy(); + }); + + /** + * Test should return flase because filters are forged with different `k` number of hashing functions. + */ + test('isComposable - false - different k', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m, k - 1); + expect(filter1.isComposableWith(filter2)).toBeFalsy(); + }); + + /** + * Test shold return true because the filters are generated with compatible + * `k` and `m` parameters hence they have the same length. + */ + test('isComposable - true', () => { + const gen1 = new bloom.Generator(); + keys1.forEach((key) => { + gen1.add(textEncoder.encode(key)); + }); + const gen2 = new bloom.Generator(); + keys2.forEach((key) => { + gen2.add(textEncoder.encode(key)); + }); + const filter1 = gen1.generate(m, k); + const filter2 = gen2.generate(m, k); + expect(filter1.isComposableWith(filter2)).toBeTruthy(); + }); + }); + /** * Test estimate K function */ diff --git a/yarn.lock b/yarn.lock index 5dd78f00e..34422d878 100644 --- a/yarn.lock +++ b/yarn.lock @@ -15,156 +15,155 @@ "@jridgewell/gen-mapping" "^0.3.5" 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version "0.5.10" @@ -6283,7 +6282,7 @@ path-parse@^1.0.6, path-parse@^1.0.7: resolved "https://registry.yarnpkg.com/path-parse/-/path-parse-1.0.7.tgz#fbc114b60ca42b30d9daf5858e4bd68bbedb6735" integrity sha512-LDJzPVEEEPR+y48z93A0Ed0yXb8pAByGWo/k5YYdYgpY2/2EsOsksJrq7lOHxryrVOn1ejG6oAp8ahvOIQD8sw== -path-scurry@^1.11.0: +path-scurry@^1.11.1: version "1.11.1" resolved "https://registry.yarnpkg.com/path-scurry/-/path-scurry-1.11.1.tgz#7960a668888594a0720b12a911d1a742ab9f11d2" integrity sha512-Xa4Nw17FS9ApQFJ9umLiJS4orGjm7ZzwUrwamcGQuHSzDyth9boKDaycYdDcZDuqYATXw4HFXgaqWTctW/v1HA== @@ -6648,28 +6647,28 @@ rlp@^2.2.3: bn.js "^5.2.0" rollup@^4.0.2: - version "4.17.2" - resolved "https://registry.yarnpkg.com/rollup/-/rollup-4.17.2.tgz#26d1785d0144122277fdb20ab3a24729ae68301f" - integrity sha512-/9ClTJPByC0U4zNLowV1tMBe8yMEAxewtR3cUNX5BoEpGH3dQEWpJLr6CLp0fPdYRF/fzVOgvDb1zXuakwF5kQ== + version "4.18.0" + resolved 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"@rollup/rollup-android-arm-eabi" "4.18.0" + "@rollup/rollup-android-arm64" "4.18.0" + "@rollup/rollup-darwin-arm64" "4.18.0" + "@rollup/rollup-darwin-x64" "4.18.0" + "@rollup/rollup-linux-arm-gnueabihf" "4.18.0" + "@rollup/rollup-linux-arm-musleabihf" "4.18.0" + "@rollup/rollup-linux-arm64-gnu" "4.18.0" + "@rollup/rollup-linux-arm64-musl" "4.18.0" + "@rollup/rollup-linux-powerpc64le-gnu" "4.18.0" + "@rollup/rollup-linux-riscv64-gnu" "4.18.0" + "@rollup/rollup-linux-s390x-gnu" "4.18.0" + "@rollup/rollup-linux-x64-gnu" "4.18.0" + "@rollup/rollup-linux-x64-musl" "4.18.0" + "@rollup/rollup-win32-arm64-msvc" "4.18.0" + "@rollup/rollup-win32-ia32-msvc" "4.18.0" + "@rollup/rollup-win32-x64-msvc" "4.18.0" fsevents "~2.3.2" run-parallel@^1.1.9: @@ -6979,9 +6978,9 @@ spdx-expression-parse@^3.0.0: spdx-license-ids "^3.0.0" spdx-license-ids@^3.0.0: - version "3.0.17" - resolved "https://registry.yarnpkg.com/spdx-license-ids/-/spdx-license-ids-3.0.17.tgz#887da8aa73218e51a1d917502d79863161a93f9c" - integrity sha512-sh8PWc/ftMqAAdFiBu6Fy6JUOYjqDJBJvIhpfDMyHrr0Rbp5liZqd4TjtQ/RgfLjKFZb+LMx5hpml5qOWy0qvg== + version "3.0.18" + resolved "https://registry.yarnpkg.com/spdx-license-ids/-/spdx-license-ids-3.0.18.tgz#22aa922dcf2f2885a6494a261f2d8b75345d0326" + integrity sha512-xxRs31BqRYHwiMzudOrpSiHtZ8i/GeionCBDSilhYRj+9gIcI8wCZTlXZKu9vZIVqViP3dcp9qE5G6AlIaD+TQ== split2@^4.0.0: version "4.2.0"