package pipeline import ( "fmt" "regexp" "sort" "strings" "unicode" "golang.org/x/text/unicode/norm" "golang.org/x/text/width" ) // 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). // v5 (D39 слой 6, export-contract): the detector is now a PURE detector over the export-normalised // text — the RECOVERABLE wrong-glyph renderings (fullwidth ASCII «123»→«123», ideographic space // U+3000, «、»→«,» «。»→«.») are folded by the shared recoverableFold (reusing the x/text width.Fold // primitive instead of the hand-rolled «r-0xFEE0» arithmetic, closing L5-stripcosmetic-duplicates-nfkc; // deliberately NOT full NFKC, which would clobber «…»/«№») and therefore NO LONGER FIRE the CJK-leak // class — only genuinely contentless CJK (Han/kana/CJK brackets & symbols) does. stripCosmetic // delegates that fold too. This shifts which chunks flag and a stripped chunk's export → a loud // --resnapshot + golden re-capture (invariant №8). [exportNormalize itself is an EPHEMERAL export // projection, not a persisted input; only stripCosmetic's output rides a checkpoint, versioned here.] // v6 (D39.2 T2, owner decision 16.07: KEEP glosses; + D39.4 adversarial fix-list F1/F2): (a) a // whitelisted CJK term gloss — a balanced Han/kana run inside parens DIRECTLY after a Cyrillic/Latin // head word, «Кулак Ло Ханя (羅漢拳)» — is NOT a leak: detectCJKLeak no longer fires on it and // stripCosmetic/exportNormalize preserve its bytes; a BARE Han run stays a leak. (b) F1: ALL six classes // now DETECT over the export-normalised (folded) text, closing the fullwidth-signature gate bypass // (a «###»/«:» variant used to read clean while export manufactured the ASCII defect). (c) F2: a gloss // bounds its non-CJK content (inner length, proportional pinyin-token count, per-token length, // lowercase), so a leaked English clause after a token Han char is not whitelisted. All shift which // chunks flag and a stripped chunk's export → a loud --resnapshot + golden re-capture (invariant №8). const sanitizerVersion = "sanitizer-v6" // 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. // // FOLD-FIRST (F1, D39.4 — adversarial-found gate bypass): ALL six classes DETECT over the // export-normalised (recoverableFold-ed) text, not the raw text. Otherwise a FULLWIDTH variation of a // signature slips past the ASCII regexes while exportNormalize still MANUFACTURES the ASCII defect in // the shipped bytes: «Вот отредактированный перевод:»(U+FF1A fullwidth colon), «### Глава 5» // (fullwidth hash), a trailing «Примечание:…», fullwidth-Latin — all read total=0 on the raw text yet // export a real ASCII preamble/header/note/Latin leak (their ASCII twins ARE flagged, so it was a pure // bypass; the pre-D39 v4 folded the whole fullwidth block and its re-check caught this — a regression). // Only DETECTION folds; the strip/export paths (stripCosmetic/exportNormalize) still operate on the // ORIGINAL text so they preserve the original/gloss bytes. Gloss spans are re-anchored consistently: // the mask and detectCJKLeak both re-derive glossSegments over the SAME folded text they scan. // recoverableFold is idempotent, so detectCJKLeak's own internal fold is a no-op on the folded input. func sanitizeOutput(text string) sanitizerResult { var r sanitizerResult folded := recoverableFold(text) // The two SCRIPT-based substantive classes (Latin insertion, broken word) additionally run with // whitelisted CJK glosses masked out (D39.2 T2): a gloss's own pinyin/Han must not read as a leaked // Latin phrase or a homoglyph token and drop the chunk. Masking is over the FOLDED text too. glossMasked := maskGlossSpans(folded) if det := detectLeadingPreamble(folded); det != "" { r.Preamble++ r.Detail = append(r.Detail, det) } if det := detectTrailingNote(folded); det != "" { r.TrailingNote++ r.Detail = append(r.Detail, det) } if n, det := detectMarkdownHeaders(folded); n > 0 { r.MarkdownHeader = n r.Detail = append(r.Detail, det...) } if det := detectLatinInsertion(glossMasked); det != "" { r.LatinInsert++ r.Detail = append(r.Detail, det) } if n, det := detectBrokenWords(glossMasked); n > 0 { r.BrokenWord = n r.Detail = append(r.Detail, det...) } if n, det := detectCJKLeak(folded); 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 genuinely CONTENTLESS CJK glyph that has NO place in a Russian // final AND cannot be recovered by the export normaliser: a Han ideograph, kana, or a CJK // symbol/bracket/punctuation (U+3001–303F — «「」『』【】〜※»). It is ALWAYS consulted on // recoverableFold-ed text (detectCJKLeak/stripCosmetic fold first), so the RECOVERABLE wrong-glyph // forms are already gone before this runs: fullwidth ASCII «!1» folded to «!1», the ideographic // space U+3000 folded to a plain space, and «、»/«。» mapped to «,»/«.». Those must NOT fire — the // export contract silently fixes them (D39 слой 6); only the contentless class remains here. ACCEPTED // NARROWING (precision over recall): the old code fired on the WHOLE U+FF00–FFEF block; width.Fold now // recovers the common fullwidth-ASCII/symbol forms to real glyphs (so they no longer flag), but a few // RARE legacy forms in that block (halfwidth hangul jamo, halfwidth arrows/symbols, the katakana // middle dot) fold to non-CJK glyphs this predicate does not catch and ship un-flagged — an // extremely improbable artifact in zh/ja→ru output, traded for not over-flagging the common case. 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 >= 0x3001 && r <= 0x303F: // CJK symbols & punctuation, EXCLUDING U+3000 (ideographic space) return true } return false } // --- CJK-gloss whitelist (D39.2 T2, owner decision 16.07: keep glosses) --------- // glossParenRE finds a candidate parenthesised CJK gloss: a Cyrillic/Latin HEAD letter, an optional // short whitespace gap, then a single-level (NO nested paren, NO newline) «(...)» in ASCII OR fullwidth // parens. The gap class covers a plain space, a NON-BREAKING space, and the CJK-native IDEOGRAPHIC space // U+3000 (all bind a term to its gloss). U+3000 is load-bearing for detection↔strip CONSISTENCY (D39.4 // review finding 1): the FOLD-FIRST detector sees U+3000 folded to a plain space and recognises the // gloss, but stripCosmetic/exportNormalize detect glosses on the ORIGINAL bytes — so without U+3000 in // the gap class a U+3000-bound gloss would read CLEAN in detection yet be DESTROYED by the strip. The // head requirement is load-bearing — a paren block with no letter head (line start, after punctuation, a // bare «(羅漢拳)») does NOT match, so its Han stays a leak. Group 1 is the whole paren block (the // protected span); isValidGloss then validates its inner content. RE2 \p classes are Unicode. var glossParenRE = regexp.MustCompile(`[\p{Cyrillic}\p{Latin}][ \x{00A0}\x{3000}]{0,2}(\([^()\n]*\)|([^()\n]*))`) // Gloss bounds (D39.2 T2 + D39.4 F2): a whitelisted gloss is a short TERM with at most a proportional // pinyin romanisation, NOT a leaked clause smuggled in parens. maxGlossCJKRunes bounds the CJK term // (羅漢拳, 五行八卦掌); the F2 bounds keep the non-CJK content pinyin-plausible so «拳 the iron fist that // breaks the sky» is NOT whitelisted. [Tunable: flagged to the orchestrator; raise if a real term is // dropped in practice.] const ( maxGlossCJKRunes = 6 // CJK chars in the term (九阳真经=4, 五行八卦掌=5) maxGlossInnerRunes = 40 // whole inner-content backstop (a clause is long) maxGlossLatinTokenRunes = 24 // one romanisation word ≈ 4×maxGlossCJKRunes: the JOINED pinyin of a ≤6-char term («jiǔyángzhēnjīng»=15, «wǔxíngbāguàzhǎng»=16) must fit, while a long English word («antidisestablishmentarianism»=28) exceeds it (D39.4 review finding 2) ) // isValidGloss reports whether a matched paren block «(inner)» is a whitelisted CJK TERM gloss: inner // carries 1..maxGlossCJKRunes CJK letters (Han/kana — the original term) plus at most a PROPORTIONAL // pinyin romanisation (Latin tokens ≤ cjk+1, each lowercase and ≤maxGlossLatinTokenRunes), and NOTHING // outside the gloss charset (CJK letters + Latin/digits/combining tone marks + the separators space «·» // «'» «-»), within maxGlossInnerRunes total. A parenthetical with Cyrillic prose, CJK PUNCTUATION // («、」»), a nested fullwidth paren, a too-long CJK run (a clause, not a term), or a non-proportional / // uppercase / over-long Latin run (a leaked English phrase, F2) fails — so any CJK inside stays a leak // (precision over recall: a false whitelist would smuggle a real leak past the detector to export). func isValidGloss(block string) bool { rs := []rune(block) if len(rs) < 3 { // «(x)» is the minimum return false } inner := rs[1 : len(rs)-1] // inner content, without the opening/closing paren if len(inner) > maxGlossInnerRunes { return false // a term gloss is short; a long run is a clause (F2) } cjk, latinToks, tokLen := 0, 0, 0 for _, r := range inner { switch { case unicode.Is(unicode.Han, r), unicode.Is(unicode.Hiragana, r), unicode.Is(unicode.Katakana, r): cjk++ if tokLen > 0 { // a CJK char ends the current Latin token latinToks++ tokLen = 0 } case unicode.Is(unicode.Latin, r): if unicode.IsUpper(r) { return false // pinyin romanisation is lowercase; an uppercase Latin run reads as prose (F2) } tokLen++ if tokLen > maxGlossLatinTokenRunes { return false // a token longer than any romanisation word → not pinyin (F2) } case unicode.IsDigit(r), unicode.Is(unicode.Mn, r): // a pinyin tone digit / combining tone mark stays within the current Latin token if tokLen > 0 { tokLen++ } case r == ' ' || r == '·' || r == '\'' || r == '-': if tokLen > 0 { // an intra-gloss separator ends the current Latin token latinToks++ tokLen = 0 } default: return false } } if tokLen > 0 { latinToks++ } // The Latin tokens must be PROPORTIONAL to the term — pinyin transliterates the Han roughly // one token per character (+1 slack) — so a 1-CJK head with a 7-word English clause is rejected (F2). return cjk >= 1 && cjk <= maxGlossCJKRunes && latinToks <= cjk+1 } // maskGlossSpans replaces every whitelisted gloss block with a single space, so the SUBSTANTIVE // whole-text sanitizer classes that would otherwise mis-fire on a gloss's own bytes run gloss-blind: the // Latin-insertion class must not read a space-separated PINYIN romanisation «(五行八卦掌 wu xing ba gua // zhang)» as a leaked Latin phrase, and the broken-word class must not read a Han-glued pinyin token as a // homoglyph — both would drop the whole chunk to a placeholder, defeating the "keep glosses" intent. The // CJK-leak/strip/normalize paths use glossSegments directly (they must preserve the gloss bytes); these // substantive classes only need the gloss GONE from their view, so a plain mask suffices. Pure. func maskGlossSpans(text string) string { spans := glossSpans(text) if len(spans) == 0 { return text } var b strings.Builder b.Grow(len(text)) pos := 0 for _, sp := range spans { b.WriteString(text[pos:sp[0]]) b.WriteByte(' ') // a single space breaks token adjacency and drops the gloss's pinyin/Han from view pos = sp[1] } b.WriteString(text[pos:]) return b.String() } // glossSpans returns the byte ranges of the whitelisted CJK glosses in text (the paren blocks, // including their parens), left-to-right and non-overlapping (FindAll semantics). Detected on the // ORIGINAL text so the span bytes can be preserved verbatim (a fullwidth char that is PART of a gloss // is not folded — owner decision 16.07). Two adjacent glosses «(拳) и (腿)» yield two spans. func glossSpans(text string) [][2]int { m := glossParenRE.FindAllStringSubmatchIndex(text, -1) if m == nil { return nil } var spans [][2]int for _, idx := range m { s, e := idx[2], idx[3] // group 1 = the paren block if s < 0 { continue } if isValidGloss(text[s:e]) { spans = append(spans, [2]int{s, e}) } } return spans } // textSegment is one slice of a chunk split by glossSegments: a normal segment (folded/stripped/ // detected) or a gloss segment (preserved verbatim). type textSegment struct { text string gloss bool } // glossSegments splits text into alternating normal / gloss segments on the whitelisted gloss spans, so // the three export-contract functions treat a gloss the SAME way: normal segments are folded/detected/ // stripped, gloss segments are passed through untouched. The whole text is one normal segment when no // gloss is present. func glossSegments(text string) []textSegment { spans := glossSpans(text) if len(spans) == 0 { return []textSegment{{text: text}} } var segs []textSegment pos := 0 for _, sp := range spans { if sp[0] > pos { segs = append(segs, textSegment{text: text[pos:sp[0]]}) } segs = append(segs, textSegment{text: text[sp[0]:sp[1]], gloss: true}) pos = sp[1] } if pos < len(text) { segs = append(segs, textSegment{text: text[pos:]}) } return segs } // detectCJKLeak counts maximal runs of leak runes in the final text and returns a deduped detail per // distinct run. It runs over the RECOVERABLE-FOLD of each NON-gloss segment (D39 слой 6): a fullwidth // «123» or a «、» is a wrong-glyph rendering the export contract silently fixes, so it is NOT a leak — // only a genuinely contentless Han/kana/CJK-bracket run is. A whitelisted CJK term gloss «(羅漢拳)» is // skipped entirely (D39.2 T2 — owner keeps glosses). 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. func detectCJKLeak(text string) (int, []string) { var det []string seen := map[string]bool{} n := 0 for _, seg := range glossSegments(text) { if seg.gloss { continue // a whitelisted gloss is legitimate original-term content, not a leak } rs := []rune(recoverableFold(seg.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}])`) // --- export-contract normalization (D39 слой 6, D29.1a) -------------------------- // recoverableFold folds the RECOVERABLE wrong-glyph Unicode renderings a Russian final can carry into // their intended characters — the shared primitive of the export contract. It is a WIDTH fold // (width.Fold: fullwidth ASCII «!12» → «!12», the ideographic space U+3000 → a plain space, // halfwidth kana → fullwidth kana) plus the two CJK punctuation glyphs the width fold leaves alone // («、» → «,», «。» → «.»). It reuses the x/text width.Fold primitive instead of the old hand-rolled // «r-0xFEE0» arithmetic (L5-stripcosmetic-duplicates-nfkc) — but deliberately NOT full norm.NFKC, // which would over-fold legitimate Russian typography (NFKC decomposes «…»→«...», «№²½»→…), a // regression the golden strip contract forbids. Used by exportNormalize (every final), stripCosmetic // (before dropping the contentless leak) and detectCJKLeak (which flags only what SURVIVES the fold — // a genuinely contentless Han/kana/CJK-bracket, never a foldable glyph). Pure. func recoverableFold(text string) string { return ideographicPunctFold.Replace(width.Fold.String(text)) } // ideographicPunctFold maps the two CJK punctuation glyphs the width fold does NOT touch to their // ASCII equivalents (a «、»/«。» in a Russian final is an unambiguous wrong-glyph rendering of «,»/«.»). var ideographicPunctFold = strings.NewReplacer("、", ",", "。", ".") // exportNormalize is the export-contract normalization (D29.1a / target arch слой 6) applied to // EVERY final text before it ships (chunkrun.ChunkOutcome.FinalText), clean OR flagged-stripped — the // fix for a cosmetic defect being normalised on a flagged chunk but shipped RAW on a clean one // (L5-normalization-fused-to-flag-path). It folds the recoverable wrong glyphs (recoverableFold), // strips a stray combining stress mark on a Cyrillic base («источа́ло»→«источало», // L5-diacritics-class-lost), and trims trailing horizontal whitespace per line (never a newline, so // paragraph structure is kept). It is a PURE, IDEMPOTENT projection over the final text: it never // touches the wire, the stored checkpoint or the disposition — only the exported bytes — so it is // NOT a snapshot/verdict input (recomputed each run; a change re-projects existing checkpoints for // free, no re-bill). Deliberately conservative on whitespace: it does NOT collapse internal doubled // spaces (a clean chunk's spacing is left as the model wrote it). func exportNormalize(text string) string { var b strings.Builder b.Grow(len(text)) for _, seg := range glossSegments(text) { if seg.gloss { // A whitelisted CJK term gloss is preserved VERBATIM — including any fullwidth char that is // part of the gloss, which is NOT folded (owner decision 16.07, D39.2 T2). b.WriteString(seg.text) continue } out := recoverableFold(seg.text) // NFC composes a canonically-decomposed base+mark (a «й» stored as и+U+0306, a «ё» as е+U+0308) // BEFORE the combining-strip below, so the strip only removes the NON-composable stress accents // (U+0301 on a vowel), never corrupting «й»/«ё» into «и»/«е». NFC is canonical-only, so it leaves // «…» and other compatibility characters intact (unlike NFKC). out = norm.NFC.String(out) out = stripCombiningOnCyrillic(out) b.WriteString(out) } return trailingHSpaceRE.ReplaceAllString(b.String(), "") } // stripCombiningOnCyrillic drops a combining mark (unicode.Mn) that sits directly on a CYRILLIC base // — the leaked stress-accent defect the exp12 flagman named («источа́ло» → «источало», // L5-diacritics-class-lost). Narrow and zero-FP for Russian prose (which never carries combining // stress marks); a combining mark on a Latin base (a foreign name «é») is preserved. Runs AFTER NFKC // (recoverableFold), which has already composed any canonically-composable base+mark. func stripCombiningOnCyrillic(s string) string { var b strings.Builder b.Grow(len(s)) prevCyrillic := false for _, r := range s { if unicode.Is(unicode.Mn, r) { if prevCyrillic { continue // drop the stress accent on a Cyrillic vowel; leave prevCyrillic set } b.WriteRune(r) continue } b.WriteRune(r) prevCyrillic = unicode.Is(unicode.Cyrillic, r) } return b.String() } // stripCosmetic deterministically removes the two STRIPPABLE cosmetic leak classes — leading // markdown headers and CONTENTLESS 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. Line-leading, so // it never touches a mid-line gloss span computed below. out := leadingMarkdownStripRE.ReplaceAllString(text, "$1") // 2+3) per segment: fold the RECOVERABLE wrong-glyph renderings (fullwidth ASCII «123»→«123», // U+3000→space, «、»→«,» «。»→«.») via the shared export-contract fold (L5-stripcosmetic-duplicates-nfkc) // and drop the contentless CJK-leak runes the fold cannot recover, each leaving a SINGLE SPACE so // adjacent Russian words do not merge («нашёл特产древний»→«нашёл древний»). A whitelisted CJK term // gloss «(羅漢拳)» has its TERM BYTES preserved (D39.2 T2 — owner keeps glosses), so its parens no // longer empty out and its term is not dropped. [The step-4 whitespace tidy below runs over the // reassembled string, so it may normalise STRAY whitespace INSIDE a malformed gloss («(羅漢拳 )» → // «(羅漢拳)»); this is benign and does NOT diverge from what `tmctl translate`/`tmctl export` ship, // since translate's stripped-export path is exportNormalize(stripCosmetic(x)) and Export reads that // same derived checkpoint — both go through THIS function, so the shipped bytes agree.] var b strings.Builder b.Grow(len(out)) for _, seg := range glossSegments(out) { if seg.gloss { b.WriteString(seg.text) continue } for _, r := range recoverableFold(seg.text) { if isCJKLeakRune(r) { b.WriteByte(' ') } else { b.WriteRune(r) } } } out = b.String() // 4) 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] }