Make bloom filter codable
This commit is contained in:
parent
fd71f48a59
commit
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// swift-tools-version:5.3
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import PackageDescription
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let package = Package(
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name: "CodableBloomFilter",
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products: [
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.library(
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name: "CodableBloomFilter",
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targets: ["CodableBloomFilter"])
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],
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dependencies: [],
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targets: [
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.target(
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name: "CodableBloomFilter",
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dependencies: []),
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.testTarget(
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name: "CodableBloomFilterTests",
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dependencies: ["CodableBloomFilter"])
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]
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)
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// Copyright © 2020 Metabolist. All rights reserved.
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import Foundation
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// https://en.wikipedia.org/wiki/Bloom_filter
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// https://khanlou.com/2018/09/bloom-filters/
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// This implementation uses deterministic hashing functions so it can be serialized / deserialized
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struct BloomFilter {
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let hashes: [Hash]
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let bitCount: Int
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private var bits: Bits
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init(hashes: [Hash], bitCount: Int) {
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self.hashes = hashes
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self.bitCount = bitCount
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bits = Bits(count: bitCount)
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}
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}
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extension BloomFilter {
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enum Hash: String, Codable {
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case djb2
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case sdbm
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}
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mutating func insert(_ newMember: String) {
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for index in indices(newMember) {
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bits[index] = true
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}
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}
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func contains(_ member: String) -> Bool {
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indices(member).map { bits[$0] }.allSatisfy { $0 }
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}
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}
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extension BloomFilter: Codable {
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enum CodingKeys: String, CodingKey {
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case hashes
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case bitCount
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case data
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}
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init(from decoder: Decoder) throws {
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let container = try decoder.container(keyedBy: CodingKeys.self)
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let data = try container.decode(Data.self, forKey: .data)
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hashes = try container.decode([Hash].self, forKey: .hashes)
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bitCount = try container.decode(Int.self, forKey: .bitCount)
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bits = Bits(bytes: Array(data), count: bitCount)
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}
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func encode(to encoder: Encoder) throws {
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var container = encoder.container(keyedBy: CodingKeys.self)
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try container.encode(hashes, forKey: .hashes)
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try container.encode(bitCount, forKey: .bitCount)
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try container.encode(bits.data, forKey: .data)
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}
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}
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private extension BloomFilter {
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func indices(_ string: String) -> [Int] {
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hashes.map { abs($0.apply(string)) % bitCount }
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}
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}
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// https://gist.github.com/kharrison/2355182ac03b481921073c5cf6d77a73
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private extension BloomFilter.Hash {
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func apply(_ string: String) -> Int {
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string.unicodeScalars.map(\.value).reduce(initial, then)
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}
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var initial: Int {
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switch self {
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case .djb2: return 5381
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case .sdbm: return 0
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}
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}
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func then(result: Int, next: UInt32) -> Int {
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switch self {
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case .djb2:
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return (result << 5) &+ result &+ Int(next)
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case .sdbm:
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return Int(next) &+ (result << 6) &+ (result << 16) - result
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}
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}
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}
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@testable import CodableBloomFilter
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import XCTest
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final class CodableBloomFilterTests: XCTestCase {
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func testContains() {
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var sut = BloomFilter(hashes: [.djb2, .sdbm], bitCount: 1024)
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sut.insert("lol")
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sut.insert("ok")
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XCTAssert(sut.contains("lol"))
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XCTAssert(sut.contains("ok"))
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XCTAssertFalse(sut.contains("wtf"))
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XCTAssertFalse(sut.contains("no"))
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}
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func testCoding() throws {
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var sut = BloomFilter(hashes: [.djb2, .sdbm], bitCount: 64)
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let expectedSerialization = Data(#"{"bitCount":64,"data":"ABAAAAACAJA=","hashes":["djb2","sdbm"]}"#.utf8)
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sut.insert("lol")
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sut.insert("ok")
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let encoder = JSONEncoder()
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encoder.outputFormatting = .sortedKeys
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let serialization = try encoder.encode(sut)
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XCTAssertEqual(serialization, expectedSerialization)
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let decoded = try JSONDecoder().decode(BloomFilter.self, from: serialization)
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XCTAssert(decoded.contains("lol"))
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XCTAssert(decoded.contains("ok"))
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XCTAssertFalse(decoded.contains("wtf"))
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XCTAssertFalse(decoded.contains("no"))
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}
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}
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@ -86,7 +86,6 @@
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D047FA8C24C3E21200AF17C5 /* Metatext.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = Metatext.app; sourceTree = BUILT_PRODUCTS_DIR; };
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D047FA8C24C3E21200AF17C5 /* Metatext.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = Metatext.app; sourceTree = BUILT_PRODUCTS_DIR; };
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D0666A2124C677B400F3F04B /* Tests.xctest */ = {isa = PBXFileReference; explicitFileType = wrapper.cfbundle; includeInIndex = 0; path = Tests.xctest; sourceTree = BUILT_PRODUCTS_DIR; };
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D0666A2124C677B400F3F04B /* Tests.xctest */ = {isa = PBXFileReference; explicitFileType = wrapper.cfbundle; includeInIndex = 0; path = Tests.xctest; sourceTree = BUILT_PRODUCTS_DIR; };
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D0666A2524C677B400F3F04B /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = "<group>"; };
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D0666A2524C677B400F3F04B /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = "<group>"; };
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D07E164425037264008B10D0 /* SerializableBloomFilter */ = {isa = PBXFileReference; lastKnownFileType = folder; path = SerializableBloomFilter; sourceTree = "<group>"; };
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D085C3BB25008DEC008A6C5E /* DB */ = {isa = PBXFileReference; lastKnownFileType = folder; path = DB; sourceTree = "<group>"; };
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D085C3BB25008DEC008A6C5E /* DB */ = {isa = PBXFileReference; lastKnownFileType = folder; path = DB; sourceTree = "<group>"; };
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D0BDF66524FD7A6400C7FA1C /* ServiceLayer */ = {isa = PBXFileReference; lastKnownFileType = folder; path = ServiceLayer; sourceTree = "<group>"; };
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D0BDF66524FD7A6400C7FA1C /* ServiceLayer */ = {isa = PBXFileReference; lastKnownFileType = folder; path = ServiceLayer; sourceTree = "<group>"; };
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D0BEB1F224F8EE8C001B0F04 /* AttachmentView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AttachmentView.swift; sourceTree = "<group>"; };
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D0BEB1F224F8EE8C001B0F04 /* AttachmentView.swift */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.swift; path = AttachmentView.swift; sourceTree = "<group>"; };
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@ -122,6 +121,7 @@
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D0C7D46E24F76169001EBDBB /* KingfisherOptionsInfo+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "KingfisherOptionsInfo+Extensions.swift"; sourceTree = "<group>"; };
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D0C7D46E24F76169001EBDBB /* KingfisherOptionsInfo+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "KingfisherOptionsInfo+Extensions.swift"; sourceTree = "<group>"; };
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D0C7D46F24F76169001EBDBB /* View+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "View+Extensions.swift"; sourceTree = "<group>"; };
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D0C7D46F24F76169001EBDBB /* View+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "View+Extensions.swift"; sourceTree = "<group>"; };
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D0C7D47124F76169001EBDBB /* Data+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "Data+Extensions.swift"; sourceTree = "<group>"; };
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D0C7D47124F76169001EBDBB /* Data+Extensions.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = "Data+Extensions.swift"; sourceTree = "<group>"; };
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D0D7C013250440610039AD6F /* CodableBloomFilter */ = {isa = PBXFileReference; lastKnownFileType = folder; path = CodableBloomFilter; sourceTree = "<group>"; };
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D0E0F1E424FC49FC002C04BF /* Mastodon */ = {isa = PBXFileReference; lastKnownFileType = folder; path = Mastodon; sourceTree = "<group>"; };
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D0E0F1E424FC49FC002C04BF /* Mastodon */ = {isa = PBXFileReference; lastKnownFileType = folder; path = Mastodon; sourceTree = "<group>"; };
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D0E2C1CF24FD8BA400854680 /* ViewModels */ = {isa = PBXFileReference; lastKnownFileType = folder; path = ViewModels; sourceTree = "<group>"; };
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D0E2C1CF24FD8BA400854680 /* ViewModels */ = {isa = PBXFileReference; lastKnownFileType = folder; path = ViewModels; sourceTree = "<group>"; };
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D0E5361924E3EB4D00FB1CE1 /* Notification Service Extension.appex */ = {isa = PBXFileReference; explicitFileType = "wrapper.app-extension"; includeInIndex = 0; path = "Notification Service Extension.appex"; sourceTree = BUILT_PRODUCTS_DIR; };
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D0E5361924E3EB4D00FB1CE1 /* Notification Service Extension.appex */ = {isa = PBXFileReference; explicitFileType = "wrapper.app-extension"; includeInIndex = 0; path = "Notification Service Extension.appex"; sourceTree = BUILT_PRODUCTS_DIR; };
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@ -182,8 +182,8 @@
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D047FA7F24C3E21000AF17C5 = {
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D047FA7F24C3E21000AF17C5 = {
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isa = PBXGroup;
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isa = PBXGroup;
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children = (
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children = (
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D07E164425037264008B10D0 /* SerializableBloomFilter */,
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D0C7D45224F76169001EBDBB /* Assets.xcassets */,
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D0C7D45224F76169001EBDBB /* Assets.xcassets */,
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D0D7C013250440610039AD6F /* CodableBloomFilter */,
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D085C3BB25008DEC008A6C5E /* DB */,
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D085C3BB25008DEC008A6C5E /* DB */,
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D0C7D46824F76169001EBDBB /* Extensions */,
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D0C7D46824F76169001EBDBB /* Extensions */,
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D0666A7924C7745A00F3F04B /* Frameworks */,
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D0666A7924C7745A00F3F04B /* Frameworks */,
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@ -1,25 +0,0 @@
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// swift-tools-version:5.3
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import PackageDescription
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let package = Package(
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name: "SerializableBloomFilter",
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platforms: [
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.iOS(.v14),
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.macOS(.v11)
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],
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products: [
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.library(
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name: "SerializableBloomFilter",
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targets: ["SerializableBloomFilter"])
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],
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dependencies: [],
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targets: [
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.target(
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name: "SerializableBloomFilter",
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dependencies: []),
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.testTarget(
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name: "SerializableBloomFilterTests",
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dependencies: ["SerializableBloomFilter"])
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]
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)
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@ -1,56 +0,0 @@
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// Copyright © 2020 Metabolist. All rights reserved.
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import Foundation
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// https://en.wikipedia.org/wiki/Bloom_filter
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// https://khanlou.com/2018/09/bloom-filters/
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// This implementation uses deterministic hashing functions so it can be serialized / deserialized
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struct SerializableBloomFilter {
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private var items: Bits
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init() {
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items = Bits(count: Self.itemCount)
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}
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init(serialization: Data) throws {
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items = Bits(bytes: Array(serialization), count: Self.itemCount)
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}
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}
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extension SerializableBloomFilter {
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var serialization: Data { items.data }
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mutating func insert(_ newMember: String) {
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for index in Self.indices(newMember) {
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items[index] = true
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}
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}
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func contains(_ member: String) -> Bool {
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Self.indices(member).map { items[$0] }.allSatisfy { $0 }
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}
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}
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private extension SerializableBloomFilter {
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static let itemCount = 1024
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static let hashFunctions = [djb2, sdbm]
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static func indices(_ string: String) -> [Int] {
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hashFunctions.map { abs($0(string)) % itemCount }
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}
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}
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// https://gist.github.com/kharrison/2355182ac03b481921073c5cf6d77a73
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private func djb2(_ string: String) -> Int {
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string.unicodeScalars.map(\.value).reduce(5381) {
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($0 << 5) &+ $0 &+ Int($1)
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}
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}
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private func sdbm(_ string: String) -> Int {
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string.unicodeScalars.map(\.value).reduce(0) {
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Int($1) &+ ($0 << 6) &+ ($0 << 16) - $0
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}
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}
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@testable import SerializableBloomFilter
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import XCTest
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final class SerializableBloomFilterTests: XCTestCase {
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func testContains() {
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var filter = SerializableBloomFilter()
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filter.insert("lol")
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filter.insert("ok")
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XCTAssert(filter.contains("lol"))
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XCTAssert(filter.contains("ok"))
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XCTAssertFalse(filter.contains("wtf"))
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XCTAssertFalse(filter.contains("no"))
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}
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func testSerialization() throws {
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var filter = SerializableBloomFilter()
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filter.insert("lol")
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filter.insert("ok")
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let serialization = filter.serialization
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let deserializedFilter = try SerializableBloomFilter(serialization: serialization)
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XCTAssert(deserializedFilter.contains("lol"))
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XCTAssert(filter.contains("ok"))
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XCTAssertFalse(deserializedFilter.contains("wtf"))
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XCTAssertFalse(filter.contains("no"))
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}
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}
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