IME // Introducing DataCompiler.
- We included this file in vChewing main repo for further research purposes. - The one in the data submodule is what we are actually using.
This commit is contained in:
ShikiSuen
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6f5ac531ee
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// Copyright (c) 2021 and onwards The vChewing Project (MIT-NTL License).
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/*
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Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
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documentation files (the "Software"), to deal in the Software without restriction, including without limitation
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the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and
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to permit persons to whom the Software is furnished to do so, subject to the following conditions:
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1. The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
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2. No trademark license is granted to use the trade names, trademarks, service marks, or product names of Contributor,
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except as required to fulfill notice requirements above.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED
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TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
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THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
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TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
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*/
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import Foundation
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// MARK: - 前導工作
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fileprivate extension String {
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mutating func regReplace(pattern: String, replaceWith: String = "") {
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do {
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let regex = try NSRegularExpression(pattern: pattern, options: .caseInsensitive)
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let range = NSRange(location: 0, length: count)
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self = regex.stringByReplacingMatches(in: self, options: [], range: range, withTemplate: replaceWith)
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} catch { return }
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}
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}
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fileprivate func getDocumentsDirectory() -> URL {
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let paths = FileManager.default.urls(for: .documentDirectory, in: .userDomainMask)
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return paths[0]
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}
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// MARK: - 引入小數點位數控制函數
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// Ref: https://stackoverflow.com/a/32581409/4162914
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fileprivate extension Float {
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func rounded(toPlaces places:Int) -> Float {
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let divisor = pow(10.0, Float(places))
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return (self * divisor).rounded() / divisor
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}
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}
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// MARK: - 引入幂乘函數
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// Ref: https://stackoverflow.com/a/41581695/4162914
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precedencegroup ExponentiationPrecedence {
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associativity: right
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higherThan: MultiplicationPrecedence
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}
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infix operator ** : ExponentiationPrecedence
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func ** (_ base: Double, _ exp: Double) -> Double {
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return pow(base, exp)
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}
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func ** (_ base: Float, _ exp: Float) -> Float {
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return pow(base, exp)
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}
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// MARK: - 定義檔案結構
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struct Entry {
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var valPhone: String = ""
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var valPhrase: String = ""
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var valWeight: Float = -1.0
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var valCount: Int = 0
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}
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// MARK: - 登記全局根常數變數
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fileprivate let urlCurrentFolder = URL(fileURLWithPath: FileManager.default.currentDirectoryPath)
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fileprivate let url_CHS_Custom: String = "./components/chs/phrases-custom-chs.txt"
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fileprivate let url_CHS_MCBP: String = "./components/chs/phrases-mcbp-chs.txt"
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fileprivate let url_CHS_MOE: String = "./components/chs/phrases-moe-chs.txt"
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fileprivate let url_CHS_VCHEW: String = "./components/chs/phrases-vchewing-chs.txt"
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fileprivate let url_CHT_Custom: String = "./components/cht/phrases-custom-cht.txt"
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fileprivate let url_CHT_MCBP: String = "./components/cht/phrases-mcbp-cht.txt"
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fileprivate let url_CHT_MOE: String = "./components/cht/phrases-moe-cht.txt"
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fileprivate let url_CHT_VCHEW: String = "./components/cht/phrases-vchewing-cht.txt"
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fileprivate let urlKanjiCore: String = "./components/common/char-kanji-core.txt"
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fileprivate let urlPunctuation: String = "./components/common/data-punctuations.txt"
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fileprivate let urlMiscBPMF: String = "./components/common/char-misc-bpmf.txt"
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fileprivate let urlMiscNonKanji: String = "./components/common/char-misc-nonkanji.txt"
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fileprivate let urlOutputCHS: String = "./data-chs.txt"
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fileprivate let urlOutputCHT: String = "./data-cht.txt"
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// MARK: - 載入詞組檔案且輸出數組
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func rawDictForPhrases(isCHS: Bool) -> [Entry] {
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var arrEntryRAW: [Entry] = []
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var strRAW: String = ""
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let urlCustom: String = isCHS ? url_CHS_Custom : url_CHT_Custom
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let urlMCBP: String = isCHS ? url_CHS_MCBP : url_CHT_MCBP
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let urlMOE: String = isCHS ? url_CHS_MOE : url_CHT_MOE
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let urlVCHEW: String = isCHS ? url_CHS_VCHEW : url_CHT_VCHEW
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let i18n: String = isCHS ? "簡體中文" : "繁體中文"
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// 讀取內容
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do {
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strRAW += try String(contentsOfFile: urlCustom, encoding: .utf8)
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strRAW += "\n"
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strRAW += try String(contentsOfFile: urlMCBP, encoding: .utf8)
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strRAW += "\n"
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strRAW += try String(contentsOfFile: urlMOE, encoding: .utf8)
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strRAW += "\n"
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strRAW += try String(contentsOfFile: urlVCHEW, encoding: .utf8)
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}
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catch {
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NSLog(" - Exception happened when reading raw phrases data.")
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return []
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}
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// 預處理格式
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strRAW = strRAW.replacingOccurrences(of: " #MACOS", with: "") // 去掉 macOS 標記
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // CJKWhiteSpace (\x{3000}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // NonBreakWhiteSpace (\x{A0}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: "\t", with: " ") // Tab to ASCII Space
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strRAW.regReplace(pattern: "\\f", replaceWith: "\n") // Form Feed to LF
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strRAW = strRAW.replacingOccurrences(of: "\r", with: "\n") // CR to LF
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strRAW.regReplace(pattern: " +", replaceWith: " ") // 統整連續空格為一個 ASCII 空格
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// strRAW.regReplace(pattern: "\\n+", replaceWith: "\n") // 統整連續 LF 為一個 LF
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// (不需要處理純空行，因為空記錄不會被轉為 Entry)
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strRAW = strRAW.replacingOccurrences(of: " \n", with: "\n") // 去除行尾空格
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strRAW = strRAW.replacingOccurrences(of: "\n ", with: "\n") // 去除行首空格
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if strRAW.prefix(1) == " " { // 去除檔案開頭空格
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strRAW.removeFirst()
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}
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if strRAW.suffix(1) == " " { // 去除檔案結尾空格
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strRAW.removeLast()
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}
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// 正式整理格式，現在就開始去重複：
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let arrData = Array(NSOrderedSet(array: strRAW.components(separatedBy: "\n")).array as! [String])
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var varLineData: String = ""
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for lineData in arrData {
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varLineData = lineData
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// 先完成某兩步需要分行處理才能完成的格式整理。
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varLineData.regReplace(pattern: "^#.*$", replaceWith: "") // 以#開頭的行都淨空
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varLineData.regReplace(pattern: "^.*#WIN32.*$", replaceWith: "") // 去掉所有 WIN32 特有的行
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// 第三欄開始是注音
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let arrLineData = varLineData.components(separatedBy: " ")
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var varLineDataProcessed: String = ""
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var count = 0
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for currentCell in arrLineData {
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count += 1
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if count < 3 {
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varLineDataProcessed += currentCell + "\t"
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} else if count < arrLineData.count {
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varLineDataProcessed += currentCell + "-"
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} else {
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varLineDataProcessed += currentCell
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}
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}
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// 然後直接乾脆就轉成 Entry 吧。
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let arrCells : [String] = varLineDataProcessed.components(separatedBy: "\t")
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count = 0 // 不需要再定義，因為之前已經有定義過了。
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var phone = ""
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var phrase = ""
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var occurrence = 0
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for cell in arrCells {
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count += 1
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switch count {
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case 1: phrase = cell
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case 3: phone = cell
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case 2: occurrence = Int(cell) ?? 0
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default: break
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}
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}
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if phrase != "" { // 廢掉空數據；之後無須再這樣處理。
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arrEntryRAW += [Entry.init(valPhone: phone, valPhrase: phrase, valWeight: 0.0, valCount: occurrence)]
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}
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}
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NSLog(" - \(i18n): 成功生成詞語語料辭典（權重待計算）。")
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return arrEntryRAW
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}
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// MARK: - 載入單字檔案且輸出數組
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func rawDictForKanjis(isCHS: Bool) -> [Entry] {
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var arrEntryRAW: [Entry] = []
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var strRAW: String = ""
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let i18n: String = isCHS ? "簡體中文" : "繁體中文"
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// 讀取內容
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do {
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strRAW += try String(contentsOfFile: urlKanjiCore, encoding: .utf8)
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}
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catch {
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NSLog(" - Exception happened when reading raw core kanji data.")
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return []
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}
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// 預處理格式
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strRAW = strRAW.replacingOccurrences(of: " #MACOS", with: "") // 去掉 macOS 標記
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // CJKWhiteSpace (\x{3000}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // NonBreakWhiteSpace (\x{A0}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: "\t", with: " ") // Tab to ASCII Space
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strRAW.regReplace(pattern: "\\f", replaceWith: "\n") // Form Feed to LF
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strRAW = strRAW.replacingOccurrences(of: "\r", with: "\n") // CR to LF
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strRAW.regReplace(pattern: " +", replaceWith: " ") // 統整連續空格為一個 ASCII 空格
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// strRAW.regReplace(pattern: "\\n+", replaceWith: "\n") // 統整連續 LF 為一個 LF
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// (不需要處理純空行，因為空記錄不會被轉為 Entry)
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strRAW = strRAW.replacingOccurrences(of: " \n", with: "\n") // 去除行尾空格
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strRAW = strRAW.replacingOccurrences(of: "\n ", with: "\n") // 去除行首空格
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if strRAW.prefix(1) == " " { // 去除檔案開頭空格
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strRAW.removeFirst()
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}
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if strRAW.suffix(1) == " " { // 去除檔案結尾空格
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strRAW.removeLast()
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}
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// 正式整理格式，現在就開始去重複：
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let arrData = Array(NSOrderedSet(array: strRAW.components(separatedBy: "\n")).array as! [String])
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var varLineData: String = ""
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for lineData in arrData {
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varLineData = lineData
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// 先完成某兩步需要分行處理才能完成的格式整理。
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varLineData.regReplace(pattern: "^#.*$", replaceWith: "") // 以#開頭的行都淨空
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varLineData.regReplace(pattern: "^.*#WIN32.*$", replaceWith: "") // 去掉所有 WIN32 特有的行
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// 簡體中文的話，提取 1,2,4；繁體中文的話，提取 1,3,4。
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let varLineDataPre = varLineData.components(separatedBy: " ").prefix(isCHS ? 2 : 1).joined(separator: "\t")
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let varLineDataPost = varLineData.components(separatedBy: " ").suffix(isCHS ? 1 : 2).joined(separator: "\t")
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varLineData = varLineDataPre + "\t" + varLineDataPost
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let arrLineData = varLineData.components(separatedBy: " ")
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var varLineDataProcessed: String = ""
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var count = 0
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for currentCell in arrLineData {
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count += 1
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if count < 3 {
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varLineDataProcessed += currentCell + "\t"
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} else if count < arrLineData.count {
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varLineDataProcessed += currentCell + "-"
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} else {
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varLineDataProcessed += currentCell
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}
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}
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// 然後直接乾脆就轉成 Entry 吧。
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let arrCells : [String] = varLineDataProcessed.components(separatedBy: "\t")
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count = 0 // 不需要再定義，因為之前已經有定義過了。
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var phone = ""
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var phrase = ""
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var occurrence = 0
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for cell in arrCells {
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count += 1
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switch count {
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case 1: phrase = cell
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case 3: phone = cell
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case 2: occurrence = Int(cell) ?? 0
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default: break
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}
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}
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if phrase != "" { // 廢掉空數據；之後無須再這樣處理。
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arrEntryRAW += [Entry.init(valPhone: phone, valPhrase: phrase, valWeight: 0.0, valCount: occurrence)]
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}
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}
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NSLog(" - \(i18n): 成功生成單字語料辭典（權重待計算）。")
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return arrEntryRAW
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}
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// MARK: - 載入非漢字檔案且輸出數組
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func rawDictForNonKanjis(isCHS: Bool) -> [Entry] {
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var arrEntryRAW: [Entry] = []
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var strRAW: String = ""
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let i18n: String = isCHS ? "簡體中文" : "繁體中文"
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// 讀取內容
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do {
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strRAW += try String(contentsOfFile: urlMiscBPMF, encoding: .utf8)
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strRAW += "\n"
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strRAW += try String(contentsOfFile: urlMiscNonKanji, encoding: .utf8)
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}
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catch {
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NSLog(" - Exception happened when reading raw core kanji data.")
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return []
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}
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// 預處理格式
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strRAW = strRAW.replacingOccurrences(of: " #MACOS", with: "") // 去掉 macOS 標記
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // CJKWhiteSpace (\x{3000}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: " ", with: " ") // NonBreakWhiteSpace (\x{A0}) to ASCII Space
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strRAW = strRAW.replacingOccurrences(of: "\t", with: " ") // Tab to ASCII Space
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strRAW.regReplace(pattern: "\\f", replaceWith: "\n") // Form Feed to LF
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strRAW = strRAW.replacingOccurrences(of: "\r", with: "\n") // CR to LF
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strRAW.regReplace(pattern: " +", replaceWith: " ") // 統整連續空格為一個 ASCII 空格
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// strRAW.regReplace(pattern: "\\n+", replaceWith: "\n") // 統整連續 LF 為一個 LF
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// (不需要處理純空行，因為空記錄不會被轉為 Entry)
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strRAW = strRAW.replacingOccurrences(of: " \n", with: "\n") // 去除行尾空格
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strRAW = strRAW.replacingOccurrences(of: "\n ", with: "\n") // 去除行首空格
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if strRAW.prefix(1) == " " { // 去除檔案開頭空格
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strRAW.removeFirst()
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}
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if strRAW.suffix(1) == " " { // 去除檔案結尾空格
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strRAW.removeLast()
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}
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// 正式整理格式，現在就開始去重複：
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let arrData = Array(NSOrderedSet(array: strRAW.components(separatedBy: "\n")).array as! [String])
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var varLineData: String = ""
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for lineData in arrData {
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varLineData = lineData
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// 先完成某兩步需要分行處理才能完成的格式整理。
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varLineData.regReplace(pattern: "^#.*$", replaceWith: "") // 以#開頭的行都淨空
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varLineData.regReplace(pattern: "^.*#WIN32.*$", replaceWith: "") // 去掉所有 WIN32 特有的行
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varLineData = varLineData.components(separatedBy: " ").prefix(3).joined(separator: "\t") // 提取前三欄的內容。
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let arrLineData = varLineData.components(separatedBy: " ")
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var varLineDataProcessed: String = ""
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var count = 0
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for currentCell in arrLineData {
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count += 1
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if count < 3 {
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varLineDataProcessed += currentCell + "\t"
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} else if count < arrLineData.count {
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varLineDataProcessed += currentCell + "-"
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} else {
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varLineDataProcessed += currentCell
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}
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}
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// 然後直接乾脆就轉成 Entry 吧。
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let arrCells : [String] = varLineDataProcessed.components(separatedBy: "\t")
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count = 0 // 不需要再定義，因為之前已經有定義過了。
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var phone = ""
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var phrase = ""
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var occurrence = 0
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for cell in arrCells {
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count += 1
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switch count {
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case 1: phrase = cell
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case 3: phone = cell
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case 2: occurrence = Int(cell) ?? 0
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default: break
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}
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}
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if phrase != "" { // 廢掉空數據；之後無須再這樣處理。
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arrEntryRAW += [Entry.init(valPhone: phone, valPhrase: phrase, valWeight: 0.0, valCount: occurrence)]
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}
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}
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NSLog(" - \(i18n): 成功生成非漢字語料辭典（權重待計算）。")
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return arrEntryRAW
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}
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func weightAndSort(_ arrStructUncalculated: [Entry], isCHS: Bool) -> [Entry] {
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let i18n: String = isCHS ? "簡體中文" : "繁體中文"
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var arrStructCalculated: [Entry] = []
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let fscale: Float = 2.7
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var norm: Float = 0.0
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for entry in arrStructUncalculated {
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norm += fscale**(Float(entry.valPhrase.count) / 3.0 - 1.0) * Float(entry.valCount) // Credit: MJHsieh.
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}
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// norm 計算完畢，開始將 norm 作為新的固定常數來為每個詞條記錄計算權重。
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// 將新酷音的詞語出現次數數據轉換成小麥引擎可讀的數據形式。
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// 對出現次數小於 1 的詞條，將 0 當成 0.5 來處理、以防止除零。
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// 統計公式著作權歸 MJHsieh 所有（MIT License）。
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for entry in arrStructUncalculated {
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let weight: Float = (entry.valCount < 1) ?
|
||||
log10(fscale**(Float(entry.valPhrase.count) / 3.0 - 1.0) * 0.5 / norm) // Credit: MJHsieh.
|
||||
:
|
||||
log10(fscale**(Float(entry.valPhrase.count) / 3.0 - 1.0) * Float(entry.valCount) / norm) // Credit: MJHsieh.
|
||||
let weightRounded: Float = weight.rounded(toPlaces: 3) // 為了節省生成的檔案體積，僅保留小數點後三位。
|
||||
arrStructCalculated += [Entry.init(valPhone: entry.valPhone, valPhrase: entry.valPhrase, valWeight: weightRounded, valCount: entry.valCount)]
|
||||
}
|
||||
NSLog(" - \(i18n): 成功計算權重。")
|
||||
// ==========================================
|
||||
// 接下來是排序，先按照注音遞減排序一遍、再按照權重遞減排序一遍。
|
||||
let arrStructSorted: [Entry] = arrStructCalculated.sorted(by: {(lhs, rhs) -> Bool in return (lhs.valPhone, rhs.valCount) < (rhs.valPhone, lhs.valCount)})
|
||||
NSLog(" - \(i18n): 排序整理完畢，準備編譯要寫入的檔案內容。")
|
||||
return arrStructSorted
|
||||
}
|
||||
|
||||
func fileOutput(isCHS: Bool) {
|
||||
let i18n: String = isCHS ? "簡體中文" : "繁體中文"
|
||||
let pathOutput = urlCurrentFolder.appendingPathComponent(isCHS ? urlOutputCHS : urlOutputCHT)
|
||||
var strPrintLine = ""
|
||||
// 讀取標點內容
|
||||
do {
|
||||
strPrintLine += try String(contentsOfFile: urlPunctuation, encoding: .utf8)
|
||||
}
|
||||
catch {
|
||||
NSLog(" - \(i18n): Exception happened when reading raw punctuation data.")
|
||||
}
|
||||
NSLog(" - \(i18n): 成功插入標點符號與西文字母數據。")
|
||||
// 統合辭典內容
|
||||
var arrStructUnified: [Entry] = []
|
||||
arrStructUnified += rawDictForKanjis(isCHS: isCHS)
|
||||
arrStructUnified += rawDictForNonKanjis(isCHS: isCHS)
|
||||
arrStructUnified += rawDictForPhrases(isCHS: isCHS)
|
||||
// 計算權重且排序
|
||||
arrStructUnified = weightAndSort(arrStructUnified, isCHS: isCHS)
|
||||
|
||||
for entry in arrStructUnified {
|
||||
strPrintLine += entry.valPhone + " " + entry.valPhrase + " " + String(entry.valWeight) + "\n"
|
||||
}
|
||||
NSLog(" - \(i18n): 要寫入檔案的內容編譯完畢。")
|
||||
do {
|
||||
try strPrintLine.write(to: pathOutput, atomically: false, encoding: .utf8)
|
||||
}
|
||||
catch {
|
||||
NSLog(" - \(i18n): Error on writing strings to file: \(error)")
|
||||
}
|
||||
NSLog(" - \(i18n): 寫入完成。")
|
||||
}
|
||||
|
||||
// MARK: - 主执行绪
|
||||
func main() {
|
||||
NSLog("// 準備編譯繁體中文核心語料檔案。")
|
||||
fileOutput(isCHS: false)
|
||||
NSLog("// 準備編譯簡體中文核心語料檔案。")
|
||||
fileOutput(isCHS: true)
|
||||
}
|
||||
|
||||
main()
|
||||
Loading…
Reference in New Issue