Rocky
9f308fadd2
Rotate AI idle suggestions with optional remote packs, move history/dictionary onto self-sizing Home preview cards, harden clipboard capture/prompting, and simplify keyboard chrome by dropping most liquid-glass shadows.
516 lines
21 KiB
Swift
516 lines
21 KiB
Swift
// TranscriptPostProcessor.swift
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// OSGKeyboard · Shared
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//
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// Deterministic post-processing after the LLM polish step. The LLM
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// handles semantic punctuation and structure; this module enforces
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// hard output constraints (emoji ban, list normalization, quality
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// gate) and decides when ultra-short inputs can skip the LLM entirely.
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import Foundation
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public enum TranscriptPostProcessor: Sendable {
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/// Result of the quality gate applied to LLM output.
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public enum GateDecision: Equatable, Sendable {
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case accept(String)
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case fallback(String)
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}
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// MARK: - Short-circuit gate (skip LLM)
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/// Returns `true` when the transcript is short enough and lacks
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/// structural / communicative signals so calling the LLM would add
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/// latency without meaningful benefit.
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///
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/// Two tiers:
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/// - **Tier 1 (≤4 CJK / short English token):** always skip when
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/// structure-free (e.g. "好", "OK", "明天见").
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/// - **Tier 2 (5–10 CJK):** skip only low-value acks / closings
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/// (e.g. "好的我知道了", "那就先这样吧"); keep questions, invites,
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/// and contentful short lines for polish / ASR repair.
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public static func shouldSkipLLM(
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for text: String,
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styleID: String? = nil
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) -> Bool {
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let trimmed = text.trimmingCharacters(in: .whitespacesAndNewlines)
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guard !trimmed.isEmpty else { return false }
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if hasStructureSignal(in: trimmed) { return false }
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// Every fun personality handles short and long drafts in one prompt.
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if let styleID, PolishStylePackCatalog.isFunPersonality(id: styleID) {
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return false
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}
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let cjkCount = trimmed.unicodeScalars.filter(HanScript.isIdeograph).count
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if cjkCount > 0 {
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// Tier 1 — ultra-short
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if trimmed.count <= 4 && cjkCount <= 4 {
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return true
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}
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// Tier 2 — short ack / closing only
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if trimmed.count <= 10 && cjkCount <= 10 {
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return isTier2SkipUtterance(trimmed)
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}
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return false
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}
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// e.g. OK, yes, thanks — single short token only
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let words = trimmed.split(whereSeparator: { $0.isWhitespace })
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return words.count == 1 && trimmed.count <= 10
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}
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/// Tier-2 skip: 5–10 character Chinese that is only a confirmation,
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/// status, or closing — not a question, invite, or contentful line.
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public static func isTier2SkipUtterance(_ text: String) -> Bool {
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let stripped = stripLeadingFillers(text)
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if stripped.isEmpty { return true }
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let cjk = stripped.unicodeScalars.filter(HanScript.isIdeograph).count
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if stripped.count <= 4 && cjk <= 4 { return true }
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if hasCommunicativeSignal(stripped) { return false }
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if hasOpponentQuote(stripped) { return false }
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if hasConcreteEntity(stripped) { return false }
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for pattern in tier2SkipPatterns {
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if stripped.range(of: pattern, options: .regularExpression) != nil {
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return true
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}
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}
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return false
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}
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private static let tier2SkipPatterns: [String] = [
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#"^(好的?|行|可以|收到|谢谢|麻烦了|没事|不用了|知道了|明白了|没问题|辛苦了|对的?)(啦|了|啊|呢|哦|呀)?$"#,
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#"^(好的?)?(我)?(知道|明白)了$"#,
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#"^(好的我知道了|收到谢谢|麻烦你了)$"#,
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#"^(那就)?先这样(吧|了|啦)?$"#,
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#"^(晚点|待会|一会儿|呆会)(再)?(说|联系|聊|讲)(吧|了|啊)?$"#,
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#"^(我)?(马上|立刻|这就)?(就)?到了$"#,
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#"^(好的?|嗯)?(收到|谢谢)(你|啦|了|啊)?$"#,
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#"^(没事)?(不用|别)(了|啦)?(谢谢)?$"#,
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#"^(晚安|早安|早上好|拜拜|再见)(啦|了|啊)?$"#,
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#"^(晚点再说|待会联系|先这样吧|马上到了)$"#,
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]
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private static func hasCommunicativeSignal(_ text: String) -> Bool {
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if text.contains("？") || text.contains("?") { return true }
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let patterns = [
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#"吗|么|怎么|什么|哪|谁|为何|为什么|为啥"#,
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#"能不能|可不可以|要不要|行不行"#,
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#"回他|回她"#,
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#"约|见面|吃饭|电影"#,
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]
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return patterns.contains { text.range(of: $0, options: .regularExpression) != nil }
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}
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private static func hasOpponentQuote(_ text: String) -> Bool {
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let markers = ["回他", "回她", "对方", "他说", "她说", "你说的", "你这叫", "大家都"]
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return markers.contains { text.contains($0) }
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}
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private static func hasConcreteEntity(_ text: String) -> Bool {
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let entities = [
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"面膜", "防晒", "口红", "粉底", "洗发", "咖啡", "火锅", "酒店", "餐厅",
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"方案", "接口", "测试", "Key", "老板", "电影", "地铁", "快递", "会议",
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"周报", "加班", "机票", "医院", "课程", "健身", "外卖", "微信", "项目",
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"发布", "文档", "密码", "充电器", "门卡",
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]
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return entities.contains { text.contains($0) }
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}
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private static let leadingFillers = [
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"怎么说呢", "就是说", "然后那个", "嗯那个", "那个", "嗯", "呃",
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]
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private static func stripLeadingFillers(_ text: String) -> String {
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var result = text.trimmingCharacters(in: .whitespacesAndNewlines)
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for filler in leadingFillers.sorted(by: { $0.count > $1.count }) {
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if result.hasPrefix(filler) {
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result = String(result.dropFirst(filler.count))
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.trimmingCharacters(in: .whitespacesAndNewlines)
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}
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}
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return result
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}
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/// Local-only cleanup when the LLM is skipped. Keeps the speaker's
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/// words verbatim — no punctuation invention beyond trimming.
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public static func localClean(_ text: String) -> String {
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text.trimmingCharacters(in: .whitespacesAndNewlines)
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}
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/// Last-resort deterministic polish after repeated validation failure.
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/// This intentionally does not invent punctuation or rewrite words.
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public static func minimalPolish(_ text: String) -> String {
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var result = stripPauseMarkers(from: text)
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let fillerPattern =
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#"(^|[\s，,。.!！？?；;：:])(?:嗯|呃|啊|那个|um|uh|er)(?=$|[\s，,。.!！？?；;：:])"#
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result = result.replacingOccurrences(
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of: fillerPattern,
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with: "$1",
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options: [.regularExpression, .caseInsensitive]
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)
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result = collapseHorizontalWhitespace(result)
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return normalizeWhitespaceAndPunctuation(result)
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}
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/// Conservative cleanup for raw ASR fallback delivery. This is used when
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/// polish/translation cannot run, so it must not rewrite meaning or invent
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/// punctuation; it only removes formatting artifacts that ASR/chunking can
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/// introduce.
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public static func cleanRawASRFallback(_ text: String) -> String {
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var result = text.trimmingCharacters(in: .whitespacesAndNewlines)
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result = repairMidSentenceLineBreaks(result)
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result = collapseHorizontalWhitespace(result)
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result = removeCJKBoundarySpaces(result)
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result = normalizePunctuationSpacing(result)
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return normalizeWhitespaceAndPunctuation(result)
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}
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// MARK: - Post-LLM pipeline
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/// Apply deterministic cleanup and quality gate to LLM output.
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public static func process(
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original: String,
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llmOutput: String,
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allowsAddedEmoji: Bool = false
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) -> String {
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let trimmedOriginal = original.trimmingCharacters(in: .whitespacesAndNewlines)
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let decision = qualityGate(
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original: trimmedOriginal,
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candidate: llmOutput,
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allowsAddedEmoji: allowsAddedEmoji
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)
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switch decision {
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case .accept(let text):
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return text
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case .fallback(let text):
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return text
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}
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}
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/// Quality gate: clean the LLM output deterministically.
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///
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/// Design note: earlier revisions reverted to the *raw ASR*
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/// transcript when numbers changed or the text grew "too much".
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/// That was wrong — listifying and correcting ASR mis-hearings
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/// (e.g. "第2:00" → "第二点") legitimately change the number set,
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/// so the heuristic threw away good output and re-inserted the raw,
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/// mis-heard transcript (the worst possible text). We now only fall
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/// back when the model returned genuinely unusable output (empty, or
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/// pure explanation), and even then we prefer a cleaned candidate
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/// over the raw transcript.
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public static func qualityGate(
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original: String,
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candidate: String,
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allowsAddedEmoji: Bool = false
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) -> GateDecision {
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var text = candidate.trimmingCharacters(in: .whitespacesAndNewlines)
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if text.isEmpty {
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return .fallback(localClean(original))
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}
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text = stripExplanatoryPrefix(from: text)
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text = stripPauseMarkers(from: text)
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text = unwrapSurroundingQuotes(text)
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if !allowsAddedEmoji {
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text = stripAddedEmojis(original: original, output: text)
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}
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text = repairMidSentenceLineBreaks(text)
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text = normalizeWhitespaceAndPunctuation(text)
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text = normalizeNumberedLists(text)
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// If cleanup emptied the candidate (e.g. it was only an
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// explanatory prefix), fall back to the trimmed original rather
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// than the raw ASR — that is still the least-bad option here.
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if text.isEmpty {
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return .fallback(localClean(original))
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}
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return .accept(text)
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}
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public static func stripPauseMarkers(from text: String) -> String {
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text.replacingOccurrences(
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of: #"⟨[^⟩]{0,12}⟩"#,
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with: "",
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options: .regularExpression
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)
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}
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// MARK: - Structure detection
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/// Whether the transcript contains oral enumeration / section cues.
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public static func hasStructureSignal(in text: String) -> Bool {
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let patterns = [
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#"第[一二三四五六七八九十\d]+[点个条段步部分]"#,
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#"步骤[一二三四五六七八九十\d]+"#,
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#"[一二三四五六七八九十]+是"#,
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#"首先|其次|再次|最后|另外|再者|一方面|另一方面"#,
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#"\b(first|second|third|fourth|fifth|finally|next|another)\b"#,
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#"\b(step\s*(one|two|three|four|five|\d+))\b"#,
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#"point\s*(one|two|three|four|five|\d+)"#,
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]
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for pattern in patterns {
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if text.range(of: pattern, options: [.regularExpression, .caseInsensitive]) != nil {
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return true
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}
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}
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return false
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}
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// MARK: - Emoji
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/// Remove emojis from output when the original had none; otherwise
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/// keep only emojis that appeared in the original.
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public static func stripAddedEmojis(original: String, output: String) -> String {
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let originalEmojis = Set(extractEmojis(from: original))
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if originalEmojis.isEmpty {
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return removeAllEmojis(from: output)
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}
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return String(output.unicodeScalars.filter { scalar in
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if isEmojiScalar(scalar) {
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return originalEmojis.contains(String(scalar))
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}
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return true
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})
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}
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// MARK: - List normalization
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/// Matches a line that begins with any list marker we recognize
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/// (bullet, arabic number, 第X点, 步骤X).
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static let listLinePattern =
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#"^\s*(?:[-*•]|\d+[.)）、]|第[一二三四五六七八九十\d]+[点.)）、]|步骤[一二三四五六七八九十\d]+[.)）、]?)\s+"#
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/// Whether a line is a list item.
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static func isListLine(_ text: String) -> Bool {
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text.range(of: listLinePattern, options: .regularExpression) != nil
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}
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/// Normalize heterogeneous numbered-list markers to `1. ` style.
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public static func normalizeNumberedLists(_ text: String) -> String {
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var lines = text.components(separatedBy: .newlines)
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var listIndex = 0
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var inList = false
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for i in lines.indices {
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let line = lines[i]
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guard let range = line.range(of: listLinePattern, options: .regularExpression) else {
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if !line.trimmingCharacters(in: .whitespaces).isEmpty {
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inList = false
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listIndex = 0
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}
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continue
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}
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let content = String(line[range.upperBound...]).trimmingCharacters(in: .whitespaces)
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if !inList { listIndex = 0 }
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listIndex += 1
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inList = true
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lines[i] = "\(listIndex). \(content)"
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}
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return lines.joined(separator: "\n")
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}
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// MARK: - Mid-sentence line-break repair
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/// Join line breaks that split a sentence. A newline is kept only
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/// when it is a paragraph break (blank line), a list boundary, or
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/// the previous line ends with a sentence terminator. Otherwise the
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/// break is treated as an ASR chunk-stitch artifact (e.g.
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/// "包括\n这些问题") and merged back into one line.
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public static func repairMidSentenceLineBreaks(_ text: String) -> String {
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let lines = text.components(separatedBy: "\n")
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guard lines.count > 1 else { return text }
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var out: [String] = []
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for line in lines {
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let trimmed = line.trimmingCharacters(in: .whitespaces)
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guard let last = out.last else {
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out.append(line)
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continue
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}
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let prevTrimmed = last.trimmingCharacters(in: .whitespaces)
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if trimmed.isEmpty || prevTrimmed.isEmpty
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|| isListLine(trimmed) || isListLine(prevTrimmed)
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|| endsWithSentenceTerminator(prevTrimmed) {
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out.append(line)
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continue
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}
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out[out.count - 1] = prevTrimmed + joinGlue(prev: prevTrimmed, next: trimmed) + trimmed
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}
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return out.joined(separator: "\n")
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}
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// MARK: - Whitespace / punctuation cleanup
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public static func normalizeWhitespaceAndPunctuation(_ text: String) -> String {
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var result = text
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// Collapse 3+ newlines to 2.
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while result.contains("\n\n\n") {
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result = result.replacingOccurrences(of: "\n\n\n", with: "\n\n")
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}
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// Collapse duplicate Chinese / Western punctuation.
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let dupPairs = [
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("。。", "。"), ("，，", "，"), ("？？", "？"), ("！！", "！"),
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("..", "."), (",,", ","), ("??", "?"), ("!!", "!"),
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]
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for (dup, single) in dupPairs {
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while result.contains(dup) {
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result = result.replacingOccurrences(of: dup, with: single)
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}
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}
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return result.trimmingCharacters(in: .whitespacesAndNewlines)
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}
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private static func collapseHorizontalWhitespace(_ text: String) -> String {
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text.replacingOccurrences(
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of: #"[^\S\r\n]+"#,
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with: " ",
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options: .regularExpression
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)
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}
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private static func removeCJKBoundarySpaces(_ text: String) -> String {
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var output = ""
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let characters = Array(text)
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for index in characters.indices {
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let current = characters[index]
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if current.isWhitespace,
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let previous = previousNonWhitespace(in: characters, before: index),
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let next = nextNonWhitespace(in: characters, after: index),
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shouldDropSpaceBetween(previous: previous, next: next) {
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continue
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}
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output.append(current)
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}
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return output
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}
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private static func normalizePunctuationSpacing(_ text: String) -> String {
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var output = ""
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let characters = Array(text)
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for index in characters.indices {
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let current = characters[index]
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if current.isWhitespace,
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let next = nextNonWhitespace(in: characters, after: index),
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isClosingPunctuation(next) {
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continue
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}
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if isOpeningPunctuation(current),
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let next = nextNonWhitespace(in: characters, after: index),
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next.isWhitespace {
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output.append(current)
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continue
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}
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output.append(current)
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}
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return output
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.replacingOccurrences(of: #"([（「“])\s+"#, with: "$1", options: .regularExpression)
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.replacingOccurrences(of: #"\s+([，。！？；：、,.!?;:])"#, with: "$1", options: .regularExpression)
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}
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// MARK: - Prefix / quote cleanup
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public static func stripExplanatoryPrefix(from text: String) -> String {
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let prefixes = [
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"以下是", "处理后", "处理后的文本", "输出如下", "结果如下",
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"Here is", "Here's", "Output:", "Result:", "Processed text:",
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]
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var result = text
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for prefix in prefixes {
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if result.hasPrefix(prefix) {
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result = String(result.dropFirst(prefix.count))
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.trimmingCharacters(in: .whitespacesAndNewlines)
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if result.hasPrefix(":") || result.hasPrefix("：") {
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result = String(result.dropFirst()).trimmingCharacters(in: .whitespacesAndNewlines)
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}
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}
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}
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return result
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}
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public static func unwrapSurroundingQuotes(_ text: String) -> String {
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guard text.count >= 2 else { return text }
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let pairs: [(Character, Character)] = [("\"", "\""), ("'", "'"), ("「", "」"), ("“", "”")]
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for (open, close) in pairs {
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if text.first == open, text.last == close {
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return String(text.dropFirst().dropLast())
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}
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}
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return text
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}
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// MARK: - Private helpers
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private static func endsWithSentenceTerminator(_ text: String) -> Bool {
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guard let last = text.unicodeScalars.last else { return false }
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let terminators: Set<Unicode.Scalar> = [
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"。", "！", "？", "…", "!", "?", ".", ";", "；", "：", ":",
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]
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return terminators.contains(last)
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}
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/// Decide the glue between two merged fragments: a space only when
|
||
/// both sides are ASCII alphanumeric (English words); nothing for CJK.
|
||
private static func joinGlue(prev: String, next: String) -> String {
|
||
guard let p = prev.unicodeScalars.last, let n = next.unicodeScalars.first else { return "" }
|
||
let alphanumerics = CharacterSet.alphanumerics
|
||
let pAscii = p.isASCII && alphanumerics.contains(p)
|
||
let nAscii = n.isASCII && alphanumerics.contains(n)
|
||
return (pAscii && nAscii) ? " " : ""
|
||
}
|
||
|
||
private static func previousNonWhitespace(in characters: [Character], before index: Int) -> Character? {
|
||
guard index > characters.startIndex else { return nil }
|
||
for i in stride(from: index - 1, through: characters.startIndex, by: -1) {
|
||
if !characters[i].isWhitespace { return characters[i] }
|
||
}
|
||
return nil
|
||
}
|
||
|
||
private static func nextNonWhitespace(in characters: [Character], after index: Int) -> Character? {
|
||
let nextIndex = index + 1
|
||
guard nextIndex < characters.endIndex else { return nil }
|
||
for i in nextIndex..<characters.endIndex {
|
||
if !characters[i].isWhitespace { return characters[i] }
|
||
}
|
||
return nil
|
||
}
|
||
|
||
private static func shouldDropSpaceBetween(previous: Character, next: Character) -> Bool {
|
||
(isCJKCharacter(previous) && isCJKCharacter(next)) || isClosingPunctuation(next)
|
||
}
|
||
|
||
private static func isCJKCharacter(_ character: Character) -> Bool {
|
||
character.unicodeScalars.contains(where: HanScript.isIdeograph)
|
||
}
|
||
|
||
private static func isClosingPunctuation(_ character: Character) -> Bool {
|
||
let closing: Set<Character> = ["，", "。", "！", "？", "；", "：", "、", ",", ".", "!", "?", ";", ":"]
|
||
return closing.contains(character)
|
||
}
|
||
|
||
private static func isOpeningPunctuation(_ character: Character) -> Bool {
|
||
let opening: Set<Character> = ["（", "「", "“"]
|
||
return opening.contains(character)
|
||
}
|
||
|
||
private static func extractEmojis(from text: String) -> [String] {
|
||
text.unicodeScalars.filter(isEmojiScalar).map { String($0) }
|
||
}
|
||
|
||
private static func removeAllEmojis(from text: String) -> String {
|
||
String(text.unicodeScalars.filter { !isEmojiScalar($0) })
|
||
.replacingOccurrences(of: " ", with: " ")
|
||
.trimmingCharacters(in: .whitespacesAndNewlines)
|
||
}
|
||
|
||
private static func isEmojiScalar(_ scalar: Unicode.Scalar) -> Bool {
|
||
scalar.properties.isEmoji && (scalar.value > 0x238C || scalar.properties.isEmojiPresentation)
|
||
}
|
||
}
|