vChewing-macOS/Packages/vChewing_LangModelAssembly/Sources/LangModelAssembly/SubLMs/lmCassette.swift

270 lines
12 KiB
Swift
Raw Blame History

This file contains ambiguous Unicode characters

This file contains Unicode characters that might be confused with other characters. If you think that this is intentional, you can safely ignore this warning. Use the Escape button to reveal them.

// (c) 2021 and onwards The vChewing Project (MIT-NTL License).
// StringView Ranges extension by (c) 2022 and onwards Isaac Xen (MIT License).
// ====================
// This code is released under the MIT license (SPDX-License-Identifier: MIT)
// ... with NTL restriction stating that:
// No trademark license is granted to use the trade names, trademarks, service
// marks, or product names of Contributor, except as required to fulfill notice
// requirements defined in MIT License.
import Foundation
import LineReader
import Megrez
import Shared
public extension vChewingLM {
/// 便使
@frozen struct LMCassette {
public private(set) var filePath: String?
public private(set) var nameShort: String = ""
public private(set) var nameENG: String = ""
public private(set) var nameCJK: String = ""
public private(set) var nameIntl: String = ""
///
public private(set) var maxKeyLength: Int = 1
public private(set) var selectionKeys: [String] = []
public private(set) var endKeys: [String] = []
public private(set) var wildcardKey: String = ""
public private(set) var keyNameMap: [String: String] = [:]
public private(set) var charDefMap: [String: [String]] = [:]
public private(set) var charDefWildcardMap: [String: [String]] = [:]
public private(set) var reverseLookupMap: [String: [String]] = [:]
/// [:]
public private(set) var octagramMap: [String: Int] = [:]
/// [:(, )]
public private(set) var octagramDividedMap: [String: (Int, String)] = [:]
/// 西
private static let fscale = 2.7
private var norm = 0.0
///
public var wildcard: String { wildcardKey.isEmpty ? "" : wildcardKey }
///
public var count: Int { charDefMap.count }
///
public var isLoaded: Bool { !charDefMap.isEmpty }
/// 使
public var allowedKeys: [String] { Array(keyNameMap.keys + [" "]).deduplicated }
///
public func convertKeyToDisplay(char: String) -> String {
keyNameMap[char] ?? char
}
/// CIN
/// - Note:
/// - `%gen_inp` `%ename` cin
/// - `%ename` `%cname` CJK
/// `%sname` `%intlname`
/// - `%encoding` Swift UTF-8
/// - `%selkey`
/// - `%endkey`
/// - `%wildcardkey`
/// - `%keyname begin` `%keyname end` Swift
/// - `%chardef begin` `%chardef end`
/// - `%octagram begin` `%octagram end`
///
/// - Parameter path:
/// - Returns:
@discardableResult public mutating func open(_ path: String) -> Bool {
if isLoaded { return false }
let oldPath = filePath
filePath = nil
if FileManager.default.fileExists(atPath: path) {
do {
guard let fileHandle = FileHandle(forReadingAtPath: path) else {
throw FileErrors.fileHandleError("")
}
let lineReader = try LineReader(file: fileHandle)
var theMaxKeyLength = 1
var loadingKeys = false
var loadingCharDefinitions = false
var loadingOctagramData = false
for strLine in lineReader {
if !loadingKeys, strLine.contains("%keyname"), strLine.contains("begin") { loadingKeys = true }
if loadingKeys, strLine.contains("%keyname"), strLine.contains("end") { loadingKeys = false }
if !loadingCharDefinitions, strLine.contains("%chardef"), strLine.contains("begin") {
loadingCharDefinitions = true
}
if loadingCharDefinitions, strLine.contains("%chardef"), strLine.contains("end") {
loadingCharDefinitions = false
if charDefMap.keys.contains(wildcardKey) { wildcardKey = "" }
}
if !loadingOctagramData, strLine.contains("%octagram"), strLine.contains("begin") {
loadingOctagramData = true
}
if loadingOctagramData, strLine.contains("%octagram"), strLine.contains("end") {
loadingOctagramData = false
}
let cells: [String.SubSequence] =
strLine.contains("\t") ? strLine.split(separator: "\t") : strLine.split(separator: " ")
guard cells.count >= 2 else { continue }
let strFirstCell = cells[0].trimmingCharacters(in: .newlines)
let strSecondCell = cells[1].trimmingCharacters(in: .newlines)
if loadingKeys, !cells[0].contains("%keyname") {
keyNameMap[strFirstCell] = cells[1].trimmingCharacters(in: .newlines)
} else if loadingCharDefinitions, !strLine.contains("%chardef") {
theMaxKeyLength = max(theMaxKeyLength, cells[0].count)
charDefMap[strFirstCell, default: []].append(strSecondCell)
reverseLookupMap[strSecondCell, default: []].append(strFirstCell)
var keyComps = strFirstCell.charComponents
while !keyComps.isEmpty {
keyComps.removeLast()
charDefWildcardMap[keyComps.joined() + wildcard, default: []].append(strSecondCell)
}
} else if loadingOctagramData, !strLine.contains("%octagram") {
guard let countValue = Int(cells[1]) else { continue }
switch cells.count {
case 2: octagramMap[strFirstCell] = countValue
case 3: octagramDividedMap[strFirstCell] = (countValue, cells[2].trimmingCharacters(in: .newlines))
default: break
}
norm += Self.fscale ** (Double(cells[0].count) / 3.0 - 1.0) * Double(countValue)
}
guard !loadingKeys, !loadingCharDefinitions, !loadingOctagramData else { continue }
if nameENG.isEmpty, strLine.contains("%ename ") {
for neta in cells[1].components(separatedBy: ";") {
let subNetaGroup = neta.components(separatedBy: ":")
if subNetaGroup.count == 2, subNetaGroup[1].contains("en") {
nameENG = String(subNetaGroup[0])
break
}
}
if nameENG.isEmpty { nameENG = strSecondCell }
}
if nameIntl.isEmpty, strLine.contains("%intlname ") {
nameIntl = strSecondCell.replacingOccurrences(of: "_", with: " ")
}
if nameCJK.isEmpty, strLine.contains("%cname ") { nameCJK = strSecondCell }
if nameShort.isEmpty, strLine.contains("%sname ") { nameShort = strSecondCell }
if selectionKeys.isEmpty, strLine.contains("%selkey ") {
selectionKeys = cells[1].map { String($0) }.deduplicated
}
if endKeys.isEmpty, strLine.contains("%endkey ") {
endKeys = cells[1].map { String($0) }.deduplicated
}
if wildcardKey.isEmpty, strLine.contains("%wildcardkey ") {
wildcardKey = cells[1].first?.description ?? ""
}
}
maxKeyLength = theMaxKeyLength
keyNameMap[wildcardKey] = keyNameMap[wildcardKey] ?? ""
filePath = path
return true
} catch {
vCLog("CIN Loading Failed: File Access Error.")
}
} else {
vCLog("CIN Loading Failed: File Missing.")
}
filePath = oldPath
return false
}
public mutating func clear() {
filePath = nil
keyNameMap.removeAll()
charDefMap.removeAll()
charDefWildcardMap.removeAll()
nameShort.removeAll()
nameENG.removeAll()
nameCJK.removeAll()
selectionKeys.removeAll()
endKeys.removeAll()
reverseLookupMap.removeAll()
octagramMap.removeAll()
octagramDividedMap.removeAll()
wildcardKey.removeAll()
nameIntl.removeAll()
maxKeyLength = 1
norm = 0
}
///
/// - parameters:
/// - key:
public func unigramsFor(key: String) -> [Megrez.Unigram] {
let arrRaw = charDefMap[key]?.deduplicated ?? []
var arrRawWildcard: [String] = []
if let arrRawWildcardValues = charDefWildcardMap[key]?.deduplicated,
key.contains(wildcard), key.first?.description != wildcard
{
arrRawWildcard.append(contentsOf: arrRawWildcardValues)
}
var arrResults = [Megrez.Unigram]()
var lowestScore: Double = 0
for neta in arrRaw {
let theScore: Double = {
if let freqDataPair = octagramDividedMap[neta], key == freqDataPair.1 {
return calculateWeight(count: freqDataPair.0, phraseLength: neta.count)
} else if let freqData = octagramMap[neta] {
return calculateWeight(count: freqData, phraseLength: neta.count)
}
return Double(arrResults.count) * -0.001 - 9.5
}()
lowestScore = min(theScore, lowestScore)
arrResults.append(.init(value: neta, score: theScore))
}
lowestScore = min(-9.5, lowestScore)
if !arrRawWildcard.isEmpty {
for neta in arrRawWildcard {
var theScore: Double = {
if let freqDataPair = octagramDividedMap[neta], key == freqDataPair.1 {
return calculateWeight(count: freqDataPair.0, phraseLength: neta.count)
} else if let freqData = octagramMap[neta] {
return calculateWeight(count: freqData, phraseLength: neta.count)
}
return Double(arrResults.count) * -0.001 - 9.7
}()
theScore += lowestScore
arrResults.append(.init(value: neta, score: theScore))
}
}
return arrResults
}
///
/// - parameters:
/// - key:
public func hasUnigramsFor(key: String) -> Bool {
charDefMap[key] != nil
|| (charDefWildcardMap[key] != nil && key.contains(wildcard) && key.first?.description != wildcard)
}
// MARK: - Private Functions.
private func calculateWeight(count theCount: Int, phraseLength: Int) -> Double {
var weight: Double = 0
switch theCount {
case -2: //
weight = -13
case -1: //
weight = -13
case 0: //
weight = log10(
Self.fscale ** (Double(phraseLength) / 3.0 - 1.0) * 0.25 / norm)
default:
weight = log10(
Self.fscale ** (Double(phraseLength) / 3.0 - 1.0)
* Double(theCount) / norm
)
}
return weight
}
}
}
// MARK: -
// Ref: https://stackoverflow.com/a/41581695/4162914
precedencegroup ExponentiationPrecedence {
associativity: right
higherThan: MultiplicationPrecedence
}
infix operator **: ExponentiationPrecedence
private func ** (_ base: Double, _ exp: Double) -> Double {
pow(base, exp)
}