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). // // Five 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 or invalid-sign / split-duplicated tokens // // HONEST recall gap (documented, precision over recall): the broken-word class catches only // the DETERMINISTIC signatures (invalid Cyrillic sign bigrams, mixed Cyrillic/Latin token, // junction-duplicated split). 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.] const sanitizerVersion = "sanitizer-v1" // 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 // junctionOverlap: minimal suffix==prefix overlap between two adjacent Cyrillic tokens // to call it a split-duplication artifact («Первопред предок»); exact duplicates // (emphatic «хорошо хорошо») are excluded. junctionOverlap = 4 ) // 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"` Detail []string `json:"detail,omitempty"` } func (s sanitizerResult) total() int { return s.Preamble + s.TrailingNote + s.MarkdownHeader + s.LatinInsert + s.BrokenWord } // 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 five 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...) } 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:». The // generic «Изменения:/Правки:» alone were REMOVED (адверсариальное ревью — «Изменения — вот что // пугало его.» / «Правка — дело тонкое.» are common narrative openers), keeping only the // editor-specific compound phrases that never occur in prose. var editMetaAnywhereRE = regexp.MustCompile(`(?im)^[*_>\s-]{0,4}(?:(?:внесённ|внесен)[а-яё]+\s+правк|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 non-space content. «#1» / «№5» / a lone «#» do not match (no space+text). var markdownHeaderRE = regexp.MustCompile(`(?m)^\s{0,3}#{1,6}\s+\S`) 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, latTokens := 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) } latTokens++ 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 && latTokens >= latinHeavyTokens && float64(latinLetters)/float64(total) >= latinHeavyShare { return "латиница-врезки: тяжёлая доля латиницы в ru-выходе" } return "" } // --- 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) and // (c) junction-duplicated adjacent split — walk the letter tokens once. toks := scriptTokens(text) for _, tk := range toks { if tk.mixed { add("смешение кириллицы и латиницы в одном слове (гомоглиф): " + preview(tk.text)) } } for i := 1; i < len(toks); i++ { if !toks[i].adjacent { continue } a, b := toks[i-1], toks[i] if a.cyr && b.cyr && a.text != b.text && junctionDuplicated(a.text, b.text) { add("похоже на разорванное/сдвоенное слово: " + preview(a.text+" "+b.text)) } } return len(det), det } 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 } // junctionDuplicated reports whether adjacent tokens a, b share a PROPER suffix==prefix // overlap of ≥ junctionOverlap runes (a split-duplication artifact like «Первопред предок», // overlap «пред»). CONTAINMENT is EXCLUDED (адверсариальное ревью major): if one token is a // prefix of the other («старик старика», «город города» — a noun + its own inflection, i.e. // legit polyptoton), the suffix==prefix loop would match at the containment length and // false-flag it. A true broken split has a MID overlap where NEITHER token contains the // other. Both must be reasonably long so a short common ending does not trip it. func junctionDuplicated(a, b string) bool { al := []rune(strings.ToLower(a)) bl := []rune(strings.ToLower(b)) if len(al) < junctionOverlap+1 || len(bl) < junctionOverlap+1 { return false } if strings.HasPrefix(string(bl), string(al)) || strings.HasPrefix(string(al), string(bl)) { return false // containment = polyptoton (word + its inflection), not a broken split } maxK := len(al) if len(bl) < maxK { maxK = len(bl) } // A proper overlap cannot equal a whole token (that would be containment, excluded above), // so cap the search below the shorter length. if maxK > 0 { maxK-- } for k := maxK; k >= junctionOverlap; k-- { if runesEqual(al[len(al)-k:], bl[:k]) { return true } } return false } // --- 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] }