import {
  INGREDIENT_LABEL_SYNONYMS_EN,
  INGREDIENT_LABEL_SYNONYMS_FR,
  INGREDIENT_LABELS_EN,
  INGREDIENT_LABELS_FR,
  UNIT_LABELS_EN,
  UNIT_LABELS_FR,
} from "@batch-cooking/shared";
import { prisma } from "../../db/prisma.js";
import { normalizeText } from "./tech-step-matcher.js";

/**
 * Resolves the free-text `name`/`unit`/`quantity` a `RecipeSourceAdapter`
 * lifts from a recipe source (`ParsedRecipeIngredient`) against our own
 * `Ingredient`/`Unit` reference catalogs — the ingredient-side counterpart
 * to `tech-step-matcher.ts`'s technique detection, built for the same
 * reason: a source's raw text has no idea our catalogs even exist.
 *
 * Unlike tech steps (regex mappings hand-authored per technique),
 * ingredient/unit labels are plain hand-written text, one table per
 * supported `locale` (`INGREDIENT_LABELS_EN`/`INGREDIENT_LABELS_FR`/
 * `UNIT_LABELS_EN`/`UNIT_LABELS_FR`, `packages/shared`) — matching them
 * against arbitrary free text (extra adjectives, plurals, "large diced
 * yellow onion" for a catalog entry that's just "Onion") needs its own,
 * lighter algorithm: word-tokenize both sides, naively stem for plurals,
 * then look for the catalog phrase's tokens as a contiguous run inside the
 * ingredient text's tokens. The longest (most specific) matching catalog
 * phrase wins, same "specificity resolves overlaps" idea as
 * `matchTechSteps`, just without weights (there's no need to rank two
 * *unrelated* ingredients — only a phrase against its own substrings, e.g.
 * "chicken breast" beating bare "chicken").
 *
 * `matchIngredientName`/`matchUnit`/`extractQuantity` are pure, so they're
 * unit-testable without a database (see `test/ingredient-matcher.test.ts`);
 * `loadIngredientCatalog`/`loadUnitCatalog` are the only DB-touching pieces,
 * meant to be fetched once per request and reused across every ingredient
 * line, the same "don't requery per item" convention
 * `tech-step-matcher.ts`'s `TechStepClassifierService` follows for its own
 * one-time training pass.
 */

/** One `Ingredient` row trimmed to what {@link matchIngredientName} needs, alongside its matching label in whichever locale it was loaded for. */
export interface IngredientMatchEntry {
  ingredientId: number;
  /** Matching label — English (`INGREDIENT_LABELS_EN`) or French (`INGREDIENT_LABELS_FR`) depending on which locale {@link loadIngredientCatalog} was called with, e.g. `"Chicken breast"`/`"Blanc de poulet"` — matched against free text, never displayed. */
  label: string;
}

/** One `Unit` row trimmed to what {@link matchUnit} needs, alongside its accepted spellings in whichever locale it was loaded for. */
export interface UnitMatchEntry {
  unitId: number;
  /** Accepted spellings — English (`UNIT_LABELS_EN`) or French (`UNIT_LABELS_FR`), e.g. `["tbsp", "tbs", "tablespoon", "tablespoons"]` or `["cuillère à soupe", "cas", ...]`. Unlike English, a French entry can be genuinely multi-word — see `matchUnit`'s own doc comment. */
  synonyms: string[];
}

/**
 * Naive English stemmer — strips a plural suffix so "tomato"/"tomatoes",
 * "onion"/"onions", "cherry"/"cherries" compare equal after stemming.
 * Deliberately not a real linguistic stemmer: it only has to be
 * *consistent* (the same word always stems the same way) since both sides
 * of every comparison go through it, not linguistically correct on its
 * own — see the module doc comment.
 */
function stemWordEn(word: string): string {
  if (word.endsWith("ies") && word.length > 4) return `${word.slice(0, -3)}y`;
  if (word.endsWith("es") && word.length > 3) return word.slice(0, -2);
  if (word.endsWith("s") && !word.endsWith("ss") && word.length > 3) return word.slice(0, -1);
  return word;
}

/**
 * Naive French stemmer — French regular plurals are overwhelmingly just
 * "+s" on the singular (`"carotte"`/`"carottes"`, `"pomme"`/`"pommes"`),
 * unlike English's several suffix patterns, so this only strips a single
 * trailing "s". Deliberately *not* {@link stemWordEn}'s `"es"` rule reused
 * here: applying it to French would silently corrupt any word whose
 * singular itself ends in "e" plus a consonant before the final "s" — e.g.
 * `"carottes"` would wrongly stem to `"carott"` (dropping the "e" that's
 * actually part of the singular `"carotte"`) instead of `"carotte"`,
 * exactly the class of near-miss that made ingredient matching
 * French-locale silently broken before this stemmer existed (almost every
 * regular French plural ends in "es" this way — it's not an edge case).
 * Irregular plurals (`"cheval"`/`"chevaux"`, `"chou"`/`"choux"`) aren't
 * handled — same "consistent, not linguistically perfect" trade-off as
 * {@link stemWordEn}.
 */
function stemWordFr(word: string): string {
  if (word.endsWith("s") && !word.endsWith("ss") && word.length > 3) return word.slice(0, -1);
  return word;
}

/** Dispatches to {@link stemWordEn}/{@link stemWordFr} by `locale` — any locale other than `"fr"` uses the English rules (the long-standing default, unchanged for every existing caller that doesn't pass a locale at all). */
function stemWord(word: string, locale: string): string {
  return locale === "fr" ? stemWordFr(word) : stemWordEn(word);
}

/** Lowercases, strips diacritics (via `normalizeText`) and splits `text` into stemmed word tokens — empty/non-letter runs are dropped, not kept as empty tokens. `locale` picks the stemming rules (see {@link stemWord}); defaults to `"en"`, the original behavior every pre-existing caller still gets without passing one. */
function tokenize(text: string, locale = "en"): string[] {
  return normalizeText(text)
    .split(/[^a-z]+/)
    .filter((word) => word.length > 0)
    .map((word) => stemWord(word, locale));
}

/** Whether `needle` appears as a contiguous run inside `haystack`, at any starting position. */
function containsSubsequence(haystack: string[], needle: string[]): boolean {
  if (needle.length === 0 || needle.length > haystack.length) return false;
  for (let start = 0; start <= haystack.length - needle.length; start++) {
    if (needle.every((word, i) => haystack[start + i] === word)) return true;
  }
  return false;
}

/** One stemmed word from {@link tokenizeWithOffsets}, alongside its `[start, end)` span in the *original* (un-normalized) text it came from. */
interface OffsetToken {
  word: string;
  start: number;
  end: number;
}

/** Matches a run of letters (any script, diacritics included) — the same "word" unit {@link tokenize} splits `normalizeText`'d text on (`/[^a-z]+/`), applied here directly to the *original* text instead so each token keeps its real character offsets. Digits/punctuation are never part of a run, same separator role they play for `tokenize` (a leading quantity is `extractQuantity`'s job, not this module's word-tokenizer's). */
const LETTER_RUN_PATTERN = /\p{L}+/gu;

/**
 * {@link tokenize}'s positional twin: same stemmed/normalized words, but
 * each one keeps the `[start, end)` span it occupies in `text` — needed by
 * {@link findIngredientMentions} to report *where* a mention is, not just
 * that the catalog has a matching label somewhere. Splitting the original
 * text into letter-runs first (rather than normalizing the whole string up
 * front, the way `tokenize` does, then losing track of offsets) works
 * safely here because `normalizeText` only ever rewrites a character's own
 * form (case/diacritics) — see `_DiacriticsNormalizer`'s doc comment on the
 * Python side, ported from the same guarantee — never merges or splits
 * words, so normalizing one already-isolated run in place can't shift its
 * boundaries relative to the un-normalized text.
 */
function tokenizeWithOffsets(text: string, locale = "en"): OffsetToken[] {
  const tokens: OffsetToken[] = [];
  for (const match of text.matchAll(LETTER_RUN_PATTERN)) {
    const raw = match[0];
    const start = match.index ?? 0;
    const word = stemWord(normalizeText(raw), locale);
    if (word.length === 0) continue;
    tokens.push({ word, start, end: start + raw.length });
  }
  return tokens;
}

/**
 * Matches a quantity (integer/decimal/fraction/mixed number, same shapes as
 * {@link extractQuantity}) immediately followed by an optional unit
 * word/phrase (up to three words, e.g. "cuillères à soupe") and an optional
 * connector ("de"/"d'"/"of"/"a"/"an"), anchored at the *end* of whatever
 * string it's tested against (`$`) rather than the start. Anchoring at the
 * end — not the start — is what lets {@link findQuantityBeforeIngredient}
 * test the *whole* text preceding a mention without first having to guess
 * where an unrelated preamble ("ajouter", "puis", an earlier sentence) ends
 * and the quantity phrase begins: whatever doesn't fit the pattern
 * immediately before the ingredient simply isn't part of the match, no
 * separate boundary-finding step needed.
 */
const QUANTITY_BEFORE_INGREDIENT_PATTERN =
  /(\d+\s+\d+\/\d+|\d+\/\d+|\d+(?:[.,]\d+)?)\s*((?:\p{L}+\s+){0,2}\p{L}*)\s*(?:de\s|d['’]|of\s|a\s|an\s)?$/u;

/**
 * Best-effort quantity+unit lookup for an ingredient mention {@link findIngredientMentions}
 * just found at `mentionStart` in `text` — looks *only* at what immediately
 * precedes the mention (see {@link QUANTITY_BEFORE_INGREDIENT_PATTERN}), the
 * dominant French/English recipe phrasing ("200g de beurre", "2 cuillères à
 * soupe d'huile", "3 œufs"). Both `null` when nothing recognizable precedes
 * it (no leading digit at all) — same "no match, not an error" posture as
 * {@link extractQuantity}. Doesn't detect a quantity that *follows* its
 * ingredient ("du beurre, 50g") — an accepted gap, same trade-off
 * {@link extractQuantity} already documents for the leading-only case it
 * was built for.
 */
function findQuantityBeforeIngredient(
  text: string,
  mentionStart: number,
  unitCatalog: UnitMatchEntry[],
  locale: string,
): { quantity: number | null; unitId: number | null } {
  const match = QUANTITY_BEFORE_INGREDIENT_PATTERN.exec(text.slice(0, mentionStart));
  if (!match) return { quantity: null, unitId: null };
  const { quantity } = extractQuantity(match[1] ?? "");
  const unitId = matchUnit(match[2] ?? "", unitCatalog, locale);
  return { quantity, unitId };
}

/** One ingredient mention {@link findIngredientMentions} found in a free-text clause, alongside its `[start, end)` span (same convention as `TechStepMatch`, `tech-step-matcher.ts`) and any quantity+unit resolved immediately before it (see {@link findQuantityBeforeIngredient}) — both `null` when the clause names the ingredient with no quantity ("ajouter le sel"). */
export interface IngredientMention {
  ingredientId: number;
  start: number;
  end: number;
  quantity: number | null;
  unitId: number | null;
}

/**
 * Scans `text` (typically one technique's clause, see `tech-step-matcher.ts`'s
 * `splitIntoClauses`) for every mention of a catalog ingredient, left to
 * right, non-overlapping — the free-text-*scanning* counterpart to
 * {@link matchIngredientName} (which resolves one *already-isolated*
 * ingredient-line string to a single winner, not several mentions spread
 * across a longer text). Same "longest catalog label wins" rule as
 * {@link matchIngredientName}, applied at every token position in turn: once
 * a mention is found, scanning resumes right after it rather than
 * considering a shorter label starting inside an already-matched longer one.
 *
 * `locale` must match whatever `ingredientCatalog`/`unitCatalog` were loaded
 * in (see {@link loadIngredientCatalog}/{@link loadUnitCatalog}) — defaults
 * to `"en"`, same as every other function in this module.
 */
export function findIngredientMentions(
  text: string,
  ingredientCatalog: IngredientMatchEntry[],
  unitCatalog: UnitMatchEntry[],
  locale = "en",
): IngredientMention[] {
  const tokens = tokenizeWithOffsets(text, locale);
  if (tokens.length === 0) return [];

  const candidates = ingredientCatalog
    .map((entry) => ({
      ingredientId: entry.ingredientId,
      labelTokens: tokenize(entry.label, locale),
    }))
    .filter((entry) => entry.labelTokens.length > 0);

  const mentions: IngredientMention[] = [];
  let i = 0;
  while (i < tokens.length) {
    let best: { ingredientId: number; tokenCount: number } | null = null;
    for (const candidate of candidates) {
      const { labelTokens } = candidate;
      if (i + labelTokens.length > tokens.length) continue;
      const matches = labelTokens.every((word, offset) => tokens[i + offset]?.word === word);
      if (!matches) continue;
      if (
        best === null ||
        labelTokens.length > best.tokenCount ||
        (labelTokens.length === best.tokenCount && candidate.ingredientId < best.ingredientId)
      ) {
        best = { ingredientId: candidate.ingredientId, tokenCount: labelTokens.length };
      }
    }

    if (best === null) {
      i += 1;
      continue;
    }
    const startToken = tokens[i];
    const endToken = tokens[i + best.tokenCount - 1];
    if (startToken === undefined || endToken === undefined) {
      // Unreachable — `best` was only ever set above after confirming
      // `i + labelTokens.length <= tokens.length`, so both tokens exist.
      // Satisfies `noUncheckedIndexedAccess`.
      i += 1;
      continue;
    }
    const { quantity, unitId } = findQuantityBeforeIngredient(
      text,
      startToken.start,
      unitCatalog,
      locale,
    );
    mentions.push({
      ingredientId: best.ingredientId,
      start: startToken.start,
      end: endToken.end,
      quantity,
      unitId,
    });
    i += best.tokenCount;
  }
  return mentions;
}

/**
 * Resolves free-text `name` (a `ParsedRecipeIngredient.name`, e.g. `"large
 * diced yellow onions"`) to the best-matching `Ingredient` in `catalog`, or
 * `null` if nothing matches. Among every catalog entry whose label's words
 * all appear as a contiguous run in `name`, **in the same order**, the one
 * with the most words wins (most specific — "chicken breast" over bare
 * "chicken"); ties break on the lowest `ingredientId`, for a deterministic
 * result independent of catalog order. `locale` must match whatever
 * `catalog`'s labels were loaded in (see {@link loadIngredientCatalog}) —
 * defaults to `"en"`.
 */
export function matchIngredientName(
  name: string,
  catalog: IngredientMatchEntry[],
  locale = "en",
): number | null {
  const nameTokens = tokenize(name, locale);
  if (nameTokens.length === 0) return null;

  let best: { ingredientId: number; tokenCount: number } | null = null;
  for (const entry of catalog) {
    const labelTokens = tokenize(entry.label, locale);
    if (!containsSubsequence(nameTokens, labelTokens)) continue;
    if (
      best === null ||
      labelTokens.length > best.tokenCount ||
      (labelTokens.length === best.tokenCount && entry.ingredientId < best.ingredientId)
    ) {
      best = {
        ingredientId: entry.ingredientId,
        tokenCount: labelTokens.length,
      };
    }
  }
  return best?.ingredientId ?? null;
}

/**
 * Resolves free-text `unitText` (e.g. `"tbsp"`, `"Cups"`, `"cuillères à
 * soupe de farine"`) to the best-matching `Unit` in `catalog`, or `null` if
 * nothing matches. Same ordered-contiguous-run search as
 * {@link matchIngredientName}, longest match wins — **not** the
 * single-first-word equality check this function used before French
 * support existed: every English unit synonym happens to be one word, so
 * comparing only `unitText`'s first token against each *whole* synonym
 * string used to be enough, but a French unit can be genuinely multi-word
 * (`"cuillère à soupe"`, see `UNIT_LABELS_FR`) — a whole multi-word phrase
 * (spaces and all) can never equal a single extracted token, so that
 * approach would have silently matched nothing for any French unit
 * requiring more than one word. `locale` must match whatever `catalog`'s
 * synonyms were loaded in (see {@link loadUnitCatalog}) — defaults to
 * `"en"`.
 */
export function matchUnit(
  unitText: string,
  catalog: UnitMatchEntry[],
  locale = "en",
): number | null {
  const textTokens = tokenize(unitText, locale);
  if (textTokens.length === 0) return null;

  let best: { unitId: number; tokenCount: number } | null = null;
  for (const entry of catalog) {
    for (const synonym of entry.synonyms) {
      const synonymTokens = tokenize(synonym, locale);
      if (!containsSubsequence(textTokens, synonymTokens)) continue;
      if (
        best === null ||
        synonymTokens.length > best.tokenCount ||
        (synonymTokens.length === best.tokenCount && entry.unitId < best.unitId)
      ) {
        best = { unitId: entry.unitId, tokenCount: synonymTokens.length };
      }
    }
  }
  return best?.unitId ?? null;
}

/** What {@link extractQuantity} pulls out of a leading numeric expression, alongside what's left of the string after it. */
export interface ExtractedQuantity {
  quantity: number | null;
  /** `rawText` with the leading quantity (and any separating whitespace) removed — `rawText` unchanged if none was found. */
  remainder: string;
}

// Leading "1 1/2", "1/2", "1.5", "1,5" or "2" (optionally followed by a
// hyphenated range like "2-3", in which case only the first number counts —
// good enough for a best-effort quantity, not meant to model ranges. The
// `[.,]` decimal separator already covers French recipe text ("1,5") as-is,
// same pattern used for English ("1.5") — no locale-specific handling
// needed here, unlike tokenize/stemWord above.
const LEADING_QUANTITY_PATTERN = /^(\d+)\s+(\d+)\/(\d+)|^(\d+)\/(\d+)|^(\d+(?:[.,]\d+)?)/;

/**
 * Pulls a leading quantity off `rawText` (e.g. `"1 1/2 cups flour"` ->
 * `{ quantity: 1.5, remainder: "cups flour" }`), supporting a plain
 * integer/decimal, a simple fraction (`"1/2"`), or a mixed number
 * (`"1 1/2"`). `quantity: null` (remainder === rawText, trimmed) when
 * `rawText` doesn't start with a recognizable number — e.g. `"salt to
 * taste"`, which has none.
 */
export function extractQuantity(rawText: string): ExtractedQuantity {
  const trimmed = rawText.trim();
  const match = LEADING_QUANTITY_PATTERN.exec(trimmed);
  if (!match) return { quantity: null, remainder: trimmed };

  let quantity: number;
  if (match[1] !== undefined) {
    // Mixed number: "1 1/2".
    quantity = Number(match[1]) + Number(match[2]) / Number(match[3]);
  } else if (match[4] !== undefined) {
    // Simple fraction: "1/2".
    quantity = Number(match[4]) / Number(match[5]);
  } else {
    // Plain integer/decimal: "2" or "1.5"/"1,5" — group 6 is guaranteed
    // defined here (the only remaining alternative in the pattern), `?? ""`
    // is just satisfying the indexed-access type, not a real fallback.
    quantity = Number((match[6] ?? "").replace(",", "."));
  }

  return { quantity, remainder: trimmed.slice(match[0].length).trim() };
}

/**
 * Per-locale matching label tables {@link loadIngredientCatalog}/
 * {@link loadUnitCatalog} pick from — the only two locales with any
 * matching data authored yet (see `packages/shared/src/data/`). A locale
 * with no entry here (anything but `"en"`/`"fr"`) falls back to empty
 * tables in both loaders below — the same "no matching-language data,
 * degrade to doing nothing rather than guess" behavior `tech-step-matcher.ts`
 * already has for a locale with no trained mappings, not a thrown error.
 */
const INGREDIENT_LABELS_BY_LOCALE: Record<string, Record<string, string>> = {
  en: INGREDIENT_LABELS_EN,
  fr: INGREDIENT_LABELS_FR,
};
const INGREDIENT_LABEL_SYNONYMS_BY_LOCALE: Record<string, Record<string, string[]>> = {
  en: INGREDIENT_LABEL_SYNONYMS_EN,
  fr: INGREDIENT_LABEL_SYNONYMS_FR,
};
const UNIT_LABELS_BY_LOCALE: Record<string, Record<string, string[]>> = {
  en: UNIT_LABELS_EN,
  fr: UNIT_LABELS_FR,
};

/** Loads the full `Ingredient` catalog as {@link IngredientMatchEntry}s for `locale` (default `"en"`) — one entry per key with an authored label in that locale, plus one extra entry per alternate wording (`INGREDIENT_LABEL_SYNONYMS_EN`/`_FR`, e.g. "Vanilla pod" alongside "Vanilla bean" — see issue #54) sharing the same `ingredientId`; `matchIngredientName` doesn't need to know synonyms exist, it just sees more candidate labels for the same ingredient. An ingredient with no label in `locale` yet is silently skipped, never a matching target — same for every ingredient when `locale` itself has no label table at all (see {@link INGREDIENT_LABELS_BY_LOCALE}). Meant to be fetched once per request and reused across every ingredient line, not re-queried per line. */
export async function loadIngredientCatalog(locale = "en"): Promise<IngredientMatchEntry[]> {
  try {
    const labels = INGREDIENT_LABELS_BY_LOCALE[locale] ?? {};
    const synonyms = INGREDIENT_LABEL_SYNONYMS_BY_LOCALE[locale] ?? {};
    const ingredients = await prisma.ingredient.findMany({
      // Placeholder rows (user free-text, `placeholder:<uuid>` key) have no
      // authored label so they'd be skipped by the `label === undefined`
      // check below anyway — filtered here too so an import never even
      // considers resolving one raw line to another line's placeholder.
      where: { isPlaceholder: false },
      select: { id: true, key: true },
    });
    const catalog: IngredientMatchEntry[] = [];
    for (const ingredient of ingredients) {
      const label = labels[ingredient.key];
      if (label === undefined) continue;
      catalog.push({ ingredientId: ingredient.id, label });
      for (const synonym of synonyms[ingredient.key] ?? []) {
        catalog.push({ ingredientId: ingredient.id, label: synonym });
      }
    }
    return catalog;
  } catch (err) {
    // Rethrown as-is — the caller (`sources.service.ts`/`recipe-translation.ts`)
    // already handles/logs failures centrally; this function just isn't
    // allowed a bare `await` per the repo's async/try-catch convention.
    throw err;
  }
}

/** Loads the full `Unit` catalog as {@link UnitMatchEntry}s for `locale` (default `"en"`) — one entry per key with authored synonyms in that locale (see {@link UNIT_LABELS_BY_LOCALE}); a unit with none yet is silently skipped. Meant to be fetched once per request, same reasoning as {@link loadIngredientCatalog}. */
export async function loadUnitCatalog(locale = "en"): Promise<UnitMatchEntry[]> {
  try {
    const labels = UNIT_LABELS_BY_LOCALE[locale] ?? {};
    const units = await prisma.unit.findMany({
      select: { id: true, key: true },
    });
    const catalog: UnitMatchEntry[] = [];
    for (const unit of units) {
      const synonyms = labels[unit.key];
      if (synonyms !== undefined) catalog.push({ unitId: unit.id, synonyms });
    }
    return catalog;
  } catch (err) {
    throw err; // see loadIngredientCatalog()'s catch comment above
  }
}