package pipeline import ( "fmt" "regexp" "sort" "strings" "unicode" ) // sanitizer.go: the output-sanitizer (D30.3) — a deterministic verdict-axis gate on the // FINAL chunk text that catches the "instant unreadability" defect classes NO existing // gate detects (exp12 root-cause + flagman §5). It is OPT-IN (Gates.Sanitizer.Enabled), // following the coverage gate's discipline: when enabled a defect flips the chunk to // flagged (D2 flag+skip — the contaminated output never commits to TM/export), else it is // a no-op. Pure and deterministic (no time/rand, sorted detail) so a resume re-derives the // identical verdict — its rule version folds into the snapshot only when enabled // (sanitizerVersion, mirroring coverageSnapshot), and moves to verdictSnapshotID once // content-addressed resume lands (D15.2). // // Six classes, each tuned PRECISION over recall (fire only on a high-confidence signal; // the ambiguous middle stays silent — a false flag turns a good chunk into an export // placeholder, worse than a missed defect for an opt-in readability gate): // // 1. leading service preamble — «Вот отредактированный перевод: …» (gemini 6/6, exp12 §4.1) // 2. trailing note/edit block — appended «Примечание:/Внесённые правки:/Что изменено:» meta // 3. markdown ### header — «### Глава 1» (8/54 finals of stage A — D29 finding) // 4. Latin-script insertion — an untranslated Latin phrase/heavy Latin in the ru output // 5. broken word form — homoglyph-mixed token or an invalid Cyrillic sign bigram // 6. CJK-leak in the final — a stray Han ideograph / kana / fullwidth glyph in the ru output // («…охотники,却有 деньги!» arms/C/17.0 — D38.1; below the ≥15% // echo threshold classify() already catches, so a sparse leak) // // DISPOSITION-BY-CLASS (D38 infra-pack): the classes split into two tiers so a chunk is not // silently lost to an export placeholder when the leak is a REMOVABLE cosmetic span (D35.4a — // ch5/ch20 chapter openers dropped whole for a leading «### Глава N»): // - COSMETIC (strippable, exported + flagged for a human, cosmeticOnly()==true): the markdown // header (3) and the CJK-leak (6). The leak sits in a bounded span stripCosmetic() removes // deterministically, leaving readable prose; the chunk is flagged sanitizer_stripped (a // "auto-cleaned, verify" signal), NOT dropped. // - SUBSTANTIVE (dropped to a placeholder, current behaviour): the preamble (1), trailing // note (2), Latin insertion (4) and broken word (5). Their contamination has no reliable // removable boundary (a preamble may swallow real narration; a Latin clause / broken token is // lost content), so the output is not trusted — flagged sanitizer_defect + skipped. // // HONEST recall gap (documented, precision over recall): the broken-word class catches only // the two ZERO-false-positive signatures (invalid Cyrillic sign bigrams, mixed Cyrillic/Latin // token). The junction-duplication split heuristic («Первопред предок») was REMOVED (D33.1б): it // false-flagged ordinary prose sharing a morphemic boundary. A word broken WITHOUT an invalid // character («Первок предок» split into two individually-valid tokens) or a grammatical-but-wrong // form («валуне») is NOT offline-detectable without a morphology/dictionary pass (Ф2) — left silent. // sanitizerVersion versions the rules below (folded into the snapshot when the gate is // enabled, like cheapGateVersion/coverageGateVersion): editing any pattern shifts the // resolved disposition of flagged chunks, so a bump is a loud --resnapshot. [D15.2 note: // this is a VERDICT version — once content-addressed resume lands it moves to // verdictSnapshotID and a rule edit re-classifies free instead of re-paying the book.] // v2 (D33.1/33.2): tail edit-summary «Основные правки для справки:» now flags; the // junction-duplication split detector was removed (false-flagged prose); markdown/heavy-Latin // narrowed. A verdict-axis change → loud --resnapshot + golden re-capture (invariant №8). // v3 (D38 infra-pack): added the CJK-leak class (Han/kana/fullwidth in the ru final) and the // cosmetic-vs-substantive disposition split (the markdown header and CJK-leak are now STRIPPED // and exported flagged, not dropped to an empty placeholder — D35.4a). Both shift the resolved // disposition/export of a flagged chunk → a loud --resnapshot + golden re-capture (invariant №8). // v4 (D38 infra-pack, adversarial review): stripCosmetic now FOLDS content-bearing fullwidth ASCII // («123»→«123», not deleted) and ideographic comma/period, space-replaces dropped ideographs (no // word-merge), removes an emptied bracket pair, and no longer reformats a legit «2 : 1» — all shift // a stripped chunk's EXPORT text → a loud --resnapshot + golden re-capture (invariant №8). const sanitizerVersion = "sanitizer-v4" // sanitizer tuning constants (versioned by sanitizerVersion). const ( // trailingRegionLines: a note/edit header counts only when it sits in the LAST N // non-empty lines (a meta block the model appended), so a legitimate mid-narrative // «Примечание» in dialogue does not fire. trailingRegionLines = 6 // latinPhraseWords: a run of this many SPACE-adjacent Latin word-tokens is a leaked // untranslated phrase/sentence (a couple of proper names never reaches it). Set to 5 // (адверсариальное ревью): a ≤4-word quoted foreign motto («sic transit gloria mundi») // is legit source-preserved content and must NOT be dropped. ⚠ ACCEPTED recall/precision // edge: a deliberately-quoted foreign phrase of ≥5 words («to be or not to be») still // trips it — rare, and the gate is opt-in (a redrive surfaces it to a human). latinPhraseWords = 5 // latinHeavyShare / latinHeavyTokens: heavy Latin contamination — Latin letters are a // large share of all letters AND there are several Latin tokens (both required, so a // short chunk with one long Latin brand name does not trip the share alone). latinHeavyShare = 0.25 latinHeavyTokens = 5 ) // sanitizerResult is the per-chunk outcome: a count per class plus deterministic detail. type sanitizerResult struct { Preamble int `json:"preamble,omitempty"` TrailingNote int `json:"trailing_note,omitempty"` MarkdownHeader int `json:"markdown_header,omitempty"` LatinInsert int `json:"latin_insert,omitempty"` BrokenWord int `json:"broken_word,omitempty"` CJKLeak int `json:"cjk_leak,omitempty"` Detail []string `json:"detail,omitempty"` } func (s sanitizerResult) total() int { return s.Preamble + s.TrailingNote + s.MarkdownHeader + s.LatinInsert + s.BrokenWord + s.CJKLeak } // cosmeticOnly reports whether the ONLY classes that fired are the STRIPPABLE cosmetic ones // (markdown header and/or CJK-leak) — the strip-and-export tier (D35.4a). A single substantive // class (preamble/trailing-note/latin/broken-word) pulls the whole chunk into the skip tier: its // contamination has no reliable removable boundary, so the output is not trusted even if a // cosmetic leak also happens to be present. False when nothing fired. func (s sanitizerResult) cosmeticOnly() bool { return s.total() > 0 && s.Preamble == 0 && s.TrailingNote == 0 && s.LatinInsert == 0 && s.BrokenWord == 0 } // summary is the human-readable disposition detail for a sanitizer flag (deterministic — // Detail is sorted in sanitizeOutput). Kept short (the first two findings) for the log/row. func (s sanitizerResult) summary() string { if len(s.Detail) == 0 { return "output-sanitizer defect" } if len(s.Detail) > 2 { return strings.Join(s.Detail[:2], "; ") + fmt.Sprintf("; …(+%d)", len(s.Detail)-2) } return strings.Join(s.Detail, "; ") } // sanitizeOutput runs all six classes over one chunk's FINAL translated text. func sanitizeOutput(text string) sanitizerResult { var r sanitizerResult if det := detectLeadingPreamble(text); det != "" { r.Preamble++ r.Detail = append(r.Detail, det) } if det := detectTrailingNote(text); det != "" { r.TrailingNote++ r.Detail = append(r.Detail, det) } if n, det := detectMarkdownHeaders(text); n > 0 { r.MarkdownHeader = n r.Detail = append(r.Detail, det...) } if det := detectLatinInsertion(text); det != "" { r.LatinInsert++ r.Detail = append(r.Detail, det) } if n, det := detectBrokenWords(text); n > 0 { r.BrokenWord = n r.Detail = append(r.Detail, det...) } if n, det := detectCJKLeak(text); n > 0 { r.CJKLeak = n r.Detail = append(r.Detail, det...) } sort.Strings(r.Detail) return r } // --- 1. leading service preamble ------------------------------------------------ // leadingPreamblePatterns match a service preamble at the very START of the output — the // «Вот отредактированный перевод: …» leak (gemini 6/6, exp12 §4.1). PRECISION over recall // (адверсариальное ревью: a lax rule dropped clean chapter openings like «Вот такой вариант // развития — самый вероятный.», «Вот его вариант: он молча ушёл.»). Two guards make it tight: // 1. terminator is a COLON only — the em-dash «—» is ubiquitous in narration, so it is NOT // a terminator (a service preamble is a labeled prefix ending in «:»); // 2. the phrase must be a genuine TRANSLATION/EDIT service label, not merely «lead + common // noun»: either an edit-adjective (отредактированн/исправленн/улучшенн) + a перевод/текст/ // вариант noun, or «перевод фрагмента/текста/…», or «ниже приведён … перевод/текст». // // Go RE2 \w/\b are ASCII-only, so Cyrillic uses [а-яё]. var leadingPreamblePatterns = []*regexp.Regexp{ // «Вот/Представляю/Привожу … отредактированный/исправленный перевод/текст/вариант …:» // (the edit-adjective front-gate holds precision, so the tail-to-colon may be long — the // gemini leak carries «… с соблюдением всех терминов из глоссария:»). regexp.MustCompile(`(?is)^\s*(?:вот|представляю|привожу|держите)\s+[^\n:]{0,40}?(?:отредактированн|исправленн|улучшенн)[а-яё]+\s+(?:перевод|текст|вариант)[а-яё]*[^\n:]{0,120}?:`), // «Отредактированный/Исправленный перевод/текст/вариант …:» (label at the very start) regexp.MustCompile(`(?is)^\s*(?:отредактированн|исправленн|улучшенн)[а-яё]+\s+(?:перевод|текст|вариант)[а-яё]*[^\n:]{0,120}?:`), // «(Вот) перевод фрагмента/текста/отрывка/главы/черновика:» regexp.MustCompile(`(?is)^\s*(?:вот\s+)?перевод\s+(?:фрагмента|текста|отрывка|главы|черновика)\s*:`), // «Ниже приведён/представлен … перевод/отредактированный текст:» regexp.MustCompile(`(?is)^\s*ниже\s+(?:привед[её]н|представлен|дан|след)[а-яё]*\s+[^\n:]{0,40}?(?:перевод|отредактированн|текст)[а-яё]*[^\n:]{0,20}?:`), } func detectLeadingPreamble(text string) string { t := strings.TrimSpace(text) for _, re := range leadingPreamblePatterns { if loc := re.FindStringIndex(t); loc != nil { return "ведущая служебная преамбула: " + preview(strings.TrimSpace(t[:loc[1]])) } } return "" } // --- 2. trailing note / edit block ---------------------------------------------- // trailingNoteRE matches a note/edit meta-HEADER at line start: «Примечание:», «Заметки // переводчика», «Комментарий:», «(прим. перев.)». PRECISION over recall (адверсариальное // ревью: «Комментатор захлёбывался…», «Заметка белела на столе.», «Пояснения не требовалось.», // «Сноска объясняла обычай.» are ordinary narrative nouns/gerunds — NOT headers). So the header // word MUST be followed by a COLON, or be «примечание/заметки/комментарий + переводчика/редактора», // or be the «(прим. перев./ред.)» marker. Only counted inside the trailing region (below). var trailingNoteRE = regexp.MustCompile(`(?i)^[*_>\s-]{0,4}(?:(?:примечани[ея]|заметк[аи]|комментари[йяю]|пояснени[ея]|сноск[аи])\s*:|(?:примечани[ея]|заметк[аи]|комментари[йяю])\s+(?:переводчик|редактор)[а-яё]*|прим\.\s*(?:перев|ред)\.?)`) // editMetaAnywhereRE matches UNAMBIGUOUS editor meta-commentary that is a defect wherever it // appears (not only trailing): «Внесённые правки:», «Что изменено:», «Список правок:», and the // gemini tail leak «Основные правки для справки: …» (D33.1а — the A5/5_1 defect the gate exists // to catch, exp12:229: the leading-preamble rule caught the head form «Вот отредактированный // перевод:» but NOT this trailing edit-summary). The generic «Изменения:/Правки:» alone were // REMOVED (адверсариальное ревью — «Изменения — вот что пугало его.» / «Правка — дело тонкое.» // are common narrative openers), keeping only editor-specific compounds that never occur in prose. // «основн…правк» is gated to «… для справки» OR a colon so a bare narrative «Основные правки внёс // редактор» (no summary label) does not fire. var editMetaAnywhereRE = regexp.MustCompile(`(?im)^[*_>\s-]{0,4}(?:(?:внесённ|внесен)[а-яё]+\s+правк|основн[а-яё]+\s+правк[а-яё]*(?:\s+для\s+справк[а-яё]+|\s*:)|что\s+(?:было\s+)?(?:изменен|исправлен)|список\s+(?:правок|изменений)|список\s+внесённых)`) func detectTrailingNote(text string) string { if loc := editMetaAnywhereRE.FindStringIndex(text); loc != nil { return "утёкший блок правок редактора: " + preview(strings.TrimSpace(firstLineAt(text, loc[0]))) } lines := nonEmptyLines(text) start := len(lines) - trailingRegionLines if start < 0 { start = 0 } for _, ln := range lines[start:] { if trailingNoteRE.MatchString(ln) { return "хвостовой блок заметок/примечаний: " + preview(strings.TrimSpace(ln)) } } return "" } // --- 3. markdown ### header ----------------------------------------------------- // markdownHeaderRE matches a markdown ATX header line («### Глава», «# Title»): 1–6 hashes, // a space, then a LETTER or DIGIT. «#1» / «№5» / a lone «#» do not match (no space+text); and // (D33.2) a decorative scene-break rendered with hashes — «# # #», «## ***», «### ---» — no // longer matches, since the char after the hashes is punctuation, not a header word/number. var markdownHeaderRE = regexp.MustCompile(`(?m)^\s{0,3}#{1,6}\s+[\p{L}\p{Nd}]`) func detectMarkdownHeaders(text string) (int, []string) { var det []string n := 0 for _, ln := range strings.Split(text, "\n") { if markdownHeaderRE.MatchString(ln) { n++ det = append(det, "markdown-заголовок в выходе: "+preview(strings.TrimSpace(ln))) } } return n, det } // --- 4. Latin-script insertion -------------------------------------------------- // detectLatinInsertion flags an untranslated Latin PHRASE (≥ latinPhraseWords Latin words // separated only by SINGLE SPACES — a real «the quick brown fox», not an alphanumeric id) OR // heavy Latin contamination (Latin ≥ latinHeavyShare of all letters AND ≥ latinHeavyTokens // Latin tokens). Requiring space-adjacency is load-bearing: a hex/id run like «138fd5c384e3» // or «a1b2c3d4» yields several single-letter Latin tokens with NO space between them, which // must NOT read as a Latin phrase (a false positive the golden fixture's tags exposed). A // handful of Latin proper names stays silent. func detectLatinInsertion(text string) string { toks := scriptTokens(text) maxRun, run, heavyLatTokens := 0, 0, 0 for _, tk := range toks { switch { case tk.lat: if tk.adjacent && run > 0 { run++ // a Latin word separated from the previous Latin word by one space } else { run = 1 // phrase start (digit/punct separator or a non-Latin predecessor) } // Heavy-Latin count EXCLUDES capitalized/brand tokens (D33.2): «iPhone», «iPad», // «MacBook», «Google» are legit proper nouns, so a list of 5+ brands must not trip the // heavy-share gate. A genuinely leaked English clause is lowercase past its first word, // so it still clears latinHeavyTokens (and a real multi-word Latin PHRASE is caught by // maxRun below, which still counts every Latin token). if !hasUpperLatin(tk.text) { heavyLatTokens++ } if run > maxRun { maxRun = run } case tk.cyr || tk.mixed: run = 0 } } if maxRun >= latinPhraseWords { return "латинская вставка (фраза из подряд идущих латинских слов)" } latinLetters, cyrLetters := 0, 0 for _, ru := range text { if unicode.Is(unicode.Latin, ru) { latinLetters++ } else if unicode.Is(unicode.Cyrillic, ru) { cyrLetters++ } } total := latinLetters + cyrLetters if total > 0 && heavyLatTokens >= latinHeavyTokens && float64(latinLetters)/float64(total) >= latinHeavyShare { return "латиница-врезки: тяжёлая доля латиницы в ru-выходе" } return "" } // hasUpperLatin reports whether s contains an uppercase Latin letter — the brand/proper-noun // signature («iPhone», «MacBook», «Google») excluded from the heavy-Latin token count (D33.2). func hasUpperLatin(s string) bool { for _, ru := range s { if unicode.Is(unicode.Latin, ru) && unicode.IsUpper(ru) { return true } } return false } // --- 5. broken word forms ------------------------------------------------------- // invalidSignRE matches Cyrillic sign bigrams that never occur in valid Russian: a hard/soft // sign at a word START that is FOLLOWED BY A LETTER (a broken token like «ьзал»), or two signs // adjacent (ъь/ьъ/ьь/ъъ). Requiring the following letter excludes a STANDALONE «ъ»/«ь» — a // metalinguistic mention of the letter itself, «Буква ъ называлась ером.» (адверсариальное // ревью nit). High precision otherwise: word-initial-sign-then-letter and doubled signs are // impossible in well-formed text. \P{L} (non-letter), not RE2's ASCII-only \b. var invalidSignRE = regexp.MustCompile(`(?i)(?:^|\P{L})[ъь][а-яё]|[ъь][ъь]`) func detectBrokenWords(text string) (int, []string) { var det []string seen := map[string]bool{} add := func(s string) { if !seen[s] { seen[s] = true det = append(det, s) } } // (a) invalid Cyrillic sign bigrams. if invalidSignRE.MatchString(text) { add("невалидная кириллическая биграмма (мягкий/твёрдый знак в начале слова или подряд)") } // (b) mixed Cyrillic+Latin within one letter-run token (homoglyph artifact). // NOTE: the junction-duplication split detector («Первопред предок») was REMOVED (D33.1б). // It fired identically on ordinary prose whose adjacent tokens merely share a ≥4-rune // morphemic boundary («около колонны/колодца», «стало талой» — «около» is a frequent // preposition → flag-storm on 25 legit chapters), while its only synthetic target had an // overlap fraction (4/9) INDISTINGUISHABLE from those false positives (4/5): no threshold on // overlap length or share separates them, and the canonical «Первок предок» was never caught // anyway (recall gap — TestSanitizerBrokenWordRecallGap). Deterministic split-duplication with // no invalid sign / homoglyph needs a morphology pass (Ф2), so it stays silent here. for _, tk := range scriptTokens(text) { if tk.mixed { add("смешение кириллицы и латиницы в одном слове (гомоглиф): " + preview(tk.text)) } } return len(det), det } // --- 6. CJK-leak in the final -------------------------------------------------- // isCJKLeakRune reports whether r is a stray CJK glyph that has NO place in a Russian final: a // Han ideograph, kana, a fullwidth/halfwidth form (U+FF00–FFEF — «,()!» etc.), or a CJK // symbol/punctuation (U+3001–303F — «、。「」»). The ideographic SPACE U+3000 is deliberately // EXCLUDED (it is an indent artifact, not a content leak — research/18 §C#4 "draft-21 includes a // U+3000 indent → 9 real leaks"): stripCosmetic normalises it to a plain space, but it does not // alone FIRE the class, so a legitimately-indented chunk is not flag-stormed. In clean Russian // prose every one of these is count-0, so the class is high precision. The intrinsic classify() // already flags a ≥15%-CJK output as an ECHO (cjk_artifact, substantive) BEFORE the sanitizer // runs, so this class only ever sees a SPARSE leak in otherwise-Russian text. func isCJKLeakRune(r rune) bool { switch { case unicode.Is(unicode.Han, r): return true case unicode.Is(unicode.Hiragana, r) || unicode.Is(unicode.Katakana, r): return true case r >= 0xFF00 && r <= 0xFFEF: // fullwidth & halfwidth forms return true case r >= 0x3001 && r <= 0x303F: // CJK symbols & punctuation, EXCLUDING U+3000 (ideographic space) return true } return false } // detectCJKLeak counts maximal runs of leak runes in the final text and returns a deduped detail // per distinct run. A single run («却有») is enough to fire — the class is COSMETIC, so the whole // chunk is not lost: stripCosmetic removes the run and the remainder exports (flagged for review). func detectCJKLeak(text string) (int, []string) { var det []string seen := map[string]bool{} n := 0 rs := []rune(text) for i := 0; i < len(rs); { if !isCJKLeakRune(rs[i]) { i++ continue } j := i for j < len(rs) && isCJKLeakRune(rs[j]) { j++ } n++ run := string(rs[i:j]) if !seen[run] { seen[run] = true det = append(det, "CJK-утечка в ru-выходе: "+preview(run)) } i = j } return n, det } // --- deterministic strip of the COSMETIC classes (D35.4a export fix) ------------- // leadingMarkdownStripRE matches the leading markdown ATX prefix on a line (optional indent, 1–6 // hashes, blank(s)) directly before a header WORD/number — the same shape markdownHeaderRE fires // on. It captures the first header rune so ReplaceAll keeps the heading text, dropping only the // «### » artifact («### Глава 5» → «Глава 5»). A decorative «### ---» scene break (punctuation // after the hashes) does NOT match, so it is left intact (and it never fired the class either). var leadingMarkdownStripRE = regexp.MustCompile(`(?m)^[ \t]{0,3}#{1,6}[ \t]+([\p{L}\p{Nd}])`) // stripCosmetic deterministically removes the two STRIPPABLE cosmetic leak classes — leading // markdown headers and CJK-leak runs — and tidies the whitespace the removal leaves, so the // remainder is readable. It is a PURE function (resume re-derives the identical export), invoked // ONLY on output the sanitizer classified as cosmeticOnly (classifyOutput guarantees the result // is non-empty and clean — sanitizeOutput(stripCosmetic(x)).total()==0 — before tagging it // sanitizer_stripped). It never crosses newlines when tidying, so paragraph structure is kept. func stripCosmetic(text string) string { // 1) markdown header prefixes → keep the heading text, drop the «#### » artifact. out := leadingMarkdownStripRE.ReplaceAllString(text, "$1") // 2) neutralise CJK-leak runes. CONTENT-BEARING glyphs are FOLDED, not dropped (adversarial // review MAJOR): a fullwidth ASCII form is a wrong-glyph rendering of a plain char, so «123» // folds to «123» (the number is kept, not deleted) and «,」→«,» — the same NFKC fold the // memory normaliser uses. Only genuinely contentless runes (Han/kana/CJK brackets/symbols) are // removed, and a removed run leaves a SINGLE SPACE so adjacent Russian words do not merge // («нашёл特产древний» → «нашёл древний», not «нашёлдревний»). U+3000 → a plain space (indent). var b strings.Builder b.Grow(len(out)) for _, r := range out { switch { case r == ' ': // U+3000 ideographic space → plain space b.WriteByte(' ') case r >= 0xFF01 && r <= 0xFF5E: // fullwidth ASCII form → fold to plain ASCII (1→1, A→A, ,→,) b.WriteRune(r - 0xFEE0) case r == '、': // ideographic comma → plain comma (keep the clause boundary) b.WriteByte(',') case r == '。': // ideographic full stop → plain period b.WriteByte('.') case isCJKLeakRune(r): // Han / kana / CJK brackets / other symbol → drop, leaving a space b.WriteByte(' ') default: b.WriteRune(r) } } out = b.String() // 3) tidy the seams the removal created, per line (horizontal whitespace only — never a // newline): collapse doubled spaces, drop a bracket/quote pair the strip emptied («(羅漢拳)» → // «()» → removed), drop a space now sitting before closing punctuation or after an opening // bracket/quote (never-correct Russian spacing), and trim trailing blanks. ':' is deliberately // NOT in the closing-punct set: a space-before-colon is legitimate in a Russian ratio/score/time // («счёт 2 : 1») and must not be reformatted (adversarial review — false positive). out = multiSpaceRE.ReplaceAllString(out, " ") out = emptyBracketRE.ReplaceAllString(out, "") out = spaceBeforePunctRE.ReplaceAllString(out, "$1") out = spaceAfterOpenRE.ReplaceAllString(out, "$1") out = multiSpaceRE.ReplaceAllString(out, " ") // an emptied bracket may leave a doubled space out = trailingHSpaceRE.ReplaceAllString(out, "") return out } var ( multiSpaceRE = regexp.MustCompile(`[ \t]{2,}`) emptyBracketRE = regexp.MustCompile(`\([ \t]*\)|«[ \t]*»|\[[ \t]*\]`) spaceBeforePunctRE = regexp.MustCompile(`[ \t]+([,.!?;…»)\]])`) spaceAfterOpenRE = regexp.MustCompile(`([«(\[])[ \t]+`) trailingHSpaceRE = regexp.MustCompile(`(?m)[ \t]+$`) ) type scriptToken struct { text string cyr bool // Cyrillic-only lat bool // Latin-only mixed bool // both scripts in one letter run (homoglyph artifact) adjacent bool // separated from the previous token by exactly a single space (junction check) } // scriptTokens splits text into maximal letter-run tokens (letters only; digits/hyphens/ // spaces/punctuation are separators), tagging Cyrillic-only / Latin-only / mixed-script and // whether the token is separated from the previous token by exactly a single space // (adjacency — a duplication artifact sits inside a phrase, not across punctuation/newline). func scriptTokens(text string) []scriptToken { var out []scriptToken var b strings.Builder hasLat, hasCyr := false, false gap := "" // separator run since the previous token: "" none yet, " " one space, "x" other flush := func() { if b.Len() > 0 { out = append(out, scriptToken{ text: b.String(), cyr: hasCyr && !hasLat, lat: hasLat && !hasCyr, mixed: hasLat && hasCyr, adjacent: gap == " ", }) b.Reset() gap = "" } hasLat, hasCyr = false, false } for _, ru := range text { switch { case unicode.Is(unicode.Latin, ru): b.WriteRune(ru) hasLat = true case unicode.Is(unicode.Cyrillic, ru): b.WriteRune(ru) hasCyr = true default: flush() if ru == ' ' && gap == "" { gap = " " } else { gap = "x" // newline / punctuation / tab / a second space breaks adjacency } } } flush() return out } // --- shared helpers ------------------------------------------------------------- func nonEmptyLines(text string) []string { var out []string for _, ln := range strings.Split(text, "\n") { if strings.TrimSpace(ln) != "" { out = append(out, ln) } } return out } // firstLineAt returns the line containing byte offset off. func firstLineAt(text string, off int) string { start := strings.LastIndexByte(text[:off], '\n') + 1 end := strings.IndexByte(text[off:], '\n') if end < 0 { return text[start:] } return text[start : off+end] }