feat: update extractor for all 5 languages, update import for multi-language
- Extract.ts now processes all 5 language files, filters non-English entries by lang_code, skips translation extraction for non-English (no translations in source files) - Import.ts now imports all 5 language output files, uses language field from ExtractedSense instead of hardcoding en - Sample limit hardcoded to 500 entries per language for development
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lila
parent
209d52f54b
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3 changed files with 173 additions and 107 deletions
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@ -1,6 +1,7 @@
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import fs from "node:fs/promises";
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import path from "node:path";
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import { fileURLToPath } from "node:url";
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import { SUPPORTED_LANGUAGE_CODES } from "@lila/shared";
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import { openDb } from "./index.js";
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import type { ExtractedSense } from "../stage-1-extract/scripts/extract.js";
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@ -8,18 +9,11 @@ import type { ExtractedSense } from "../stage-1-extract/scripts/extract.js";
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const __dirname = path.dirname(fileURLToPath(import.meta.url));
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const PATHS = {
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extracted: path.resolve(__dirname, "../stage-1-extract/output/en.json"),
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};
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const OUTPUT_DIR = path.resolve(__dirname, "../stage-1-extract/output");
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// ── Import ────────────────────────────────────────────────────────────────────
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export async function importKaikki(): Promise<void> {
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console.log("Loading extracted Kaikki data...");
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const raw = await fs.readFile(PATHS.extracted, "utf-8");
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const senses = JSON.parse(raw) as ExtractedSense[];
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console.log(` Loaded ${senses.length.toLocaleString()} senses`);
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const db = openDb();
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const insertEntry = db.prepare(`
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@ -38,64 +32,86 @@ export async function importKaikki(): Promise<void> {
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ON CONFLICT (entry_id, target_lang, word) DO NOTHING
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`);
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// Track next available sense_index per (headword, pos) to handle
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// the same word appearing in multiple JSONL entries with the same POS.
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const senseIndexMap = new Map<string, number>();
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let totalEntries = 0;
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let totalTranslations = 0;
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let totalSkipped = 0;
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console.log("\nImporting into pipeline.db...");
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for (const lang of SUPPORTED_LANGUAGE_CODES) {
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const filePath = path.join(OUTPUT_DIR, `${lang}.json`);
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const importAll = db.transaction(() => {
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let entries = 0;
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let translations = 0;
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let skipped = 0;
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for (const sense of senses) {
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const key = `${sense.headword}|${sense.pos}`;
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const nextIndex = senseIndexMap.get(key) ?? 0;
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// Use the offset sense_index to avoid collisions when the same word
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// appears in multiple JSONL entries with the same POS.
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const senseIndex = nextIndex;
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senseIndexMap.set(key, nextIndex + 1);
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const row = insertEntry.get(
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sense.headword,
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"en",
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sense.pos,
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senseIndex,
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sense.gloss ?? null,
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JSON.stringify(sense.examples),
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) as { id: number } | undefined;
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if (!row) {
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skipped++;
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continue;
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}
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entries++;
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for (const t of sense.translations) {
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insertTranslation.run(
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row.id,
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t.target_lang,
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t.word,
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t.sense_hint ?? null,
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);
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translations++;
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}
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let senses: ExtractedSense[];
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try {
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const raw = await fs.readFile(filePath, "utf-8");
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senses = JSON.parse(raw) as ExtractedSense[];
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} catch {
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console.warn(` Warning: no output file found for ${lang}, skipping`);
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continue;
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}
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return { entries, translations, skipped };
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});
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console.log(
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` Importing ${lang}: ${senses.length.toLocaleString()} senses...`,
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);
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const counts = importAll();
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// Track next available sense_index per (headword, pos) to handle
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// the same word appearing in multiple JSONL entries with the same POS.
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const senseIndexMap = new Map<string, number>();
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console.log(` entries: ${counts.entries.toLocaleString()}`);
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console.log(` translations: ${counts.translations.toLocaleString()}`);
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console.log(` skipped: ${counts.skipped.toLocaleString()}`);
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const importLang = db.transaction(() => {
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let entries = 0;
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let translations = 0;
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let skipped = 0;
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for (const sense of senses) {
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const key = `${sense.headword}|${sense.pos}`;
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const nextIndex = senseIndexMap.get(key) ?? 0;
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senseIndexMap.set(key, nextIndex + 1);
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const row = insertEntry.get(
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sense.headword,
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sense.language,
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sense.pos,
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nextIndex,
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sense.gloss ?? null,
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JSON.stringify(sense.examples),
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) as { id: number } | undefined;
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if (!row) {
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skipped++;
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continue;
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}
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entries++;
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for (const t of sense.translations) {
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insertTranslation.run(
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row.id,
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t.target_lang,
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t.word,
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t.sense_hint ?? null,
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);
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translations++;
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}
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}
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return { entries, translations, skipped };
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});
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const counts = importLang();
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totalEntries += counts.entries;
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totalTranslations += counts.translations;
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totalSkipped += counts.skipped;
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console.log(
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` entries: ${counts.entries.toLocaleString()}, translations: ${counts.translations.toLocaleString()}, skipped: ${counts.skipped.toLocaleString()}`,
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);
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}
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db.close();
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console.log("\nImport complete.");
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console.log(`\nImport complete:`);
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console.log(` Total entries: ${totalEntries.toLocaleString()}`);
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console.log(` Total translations: ${totalTranslations.toLocaleString()}`);
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console.log(` Total skipped: ${totalSkipped.toLocaleString()}`);
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}
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// ── Check if already imported ─────────────────────────────────────────────────
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@ -126,6 +142,7 @@ async function main(): Promise<void> {
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process.exit(0);
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}
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console.log("Importing Kaikki data into pipeline.db...");
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await importKaikki();
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}
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@ -4,6 +4,7 @@
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"private": true,
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"type": "module",
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"scripts": {
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"extract": "tsx stage-1-extract/scripts/extract.ts",
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"db:import": "tsx db/import.ts",
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"db:init": "tsx db/init.ts",
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"annotate": "tsx stage-2-annotate/scripts/annotate.ts",
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@ -20,10 +20,16 @@ type KaikkiSense = {
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translations?: KaikkiTranslation[];
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};
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type KaikkiEntry = { word?: string; pos?: string; senses?: KaikkiSense[] };
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type KaikkiEntry = {
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word?: string;
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pos?: string;
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lang_code?: string;
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senses?: KaikkiSense[];
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};
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export type ExtractedSense = {
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headword: string;
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language: SupportedLanguageCode;
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pos: SupportedPos;
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sense_index: number;
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gloss: string | null;
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@ -39,12 +45,15 @@ export type ExtractedSense = {
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const __dirname = path.dirname(fileURLToPath(import.meta.url));
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const PATHS = {
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source: path.resolve(
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__dirname,
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"../sources/kaikki.org-dictionary-English.jsonl",
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),
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output: path.resolve(__dirname, "../output/en.json"),
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const SOURCES_DIR = path.resolve(__dirname, "../sources");
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const OUTPUT_DIR = path.resolve(__dirname, "../output");
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const LANG_TO_FILE: Record<SupportedLanguageCode, string> = {
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en: "kaikki.org-dictionary-English.jsonl",
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de: "kaikki.org-dictionary-German.jsonl",
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it: "kaikki.org-dictionary-Italian.jsonl",
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fr: "kaikki.org-dictionary-French.jsonl",
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es: "kaikki.org-dictionary-Spanish.jsonl",
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};
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const POS_MAP: Record<string, SupportedPos> = {
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@ -68,13 +77,15 @@ function isAbbreviation(gloss: string): boolean {
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function extractTranslations(
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sense: KaikkiSense,
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sourceLang: SupportedLanguageCode,
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): ExtractedSense["translations"] {
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const seen = new Set<string>();
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const result: ExtractedSense["translations"] = [];
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for (const t of sense.translations ?? []) {
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const code = t.code ?? t.lang_code;
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if (!code || !SUPPORTED_LANG_SET.has(code) || code === "en") continue;
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if (!code || !SUPPORTED_LANG_SET.has(code)) continue;
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if (code === sourceLang) continue; // skip same-language translations
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if (!t.word?.trim()) continue;
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const key = `${code}:${t.word.trim()}`;
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@ -97,58 +108,80 @@ function extractExamples(sense: KaikkiSense): string[] {
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.filter((t): t is string => !!t);
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}
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function processEntry(entry: KaikkiEntry): ExtractedSense[] {
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function processEntry(
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entry: KaikkiEntry,
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sourceLang: SupportedLanguageCode,
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): Omit<ExtractedSense, "sense_index">[] {
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const pos = mapPos(entry.pos ?? "");
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if (!pos) return [];
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if (!entry.word?.trim()) return [];
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// For non-English files, only process entries in the target language
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const entryLang = (entry as Record<string, unknown>)["lang_code"] as
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| string
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if (sourceLang !== "en" && entryLang !== sourceLang) return [];
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const headword = entry.word.trim();
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const results: ExtractedSense[] = [];
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let senseIndex = 0;
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const results: Omit<ExtractedSense, "sense_index">[] = [];
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for (const sense of entry.senses ?? []) {
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const gloss = sense.glosses?.[0]?.trim() ?? null;
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// Skip abbreviation senses
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if (gloss && isAbbreviation(gloss)) continue;
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const translations = extractTranslations(sense);
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// Skip senses with no translations in our supported languages
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if (translations.length === 0) continue;
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results.push({
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headword,
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pos,
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sense_index: senseIndex++,
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gloss,
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examples: extractExamples(sense),
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translations,
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});
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if (sourceLang === "en") {
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// English: require translations in supported languages
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const translations = extractTranslations(sense, sourceLang);
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if (translations.length === 0) continue;
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results.push({
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headword,
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language: sourceLang,
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pos,
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gloss,
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examples: extractExamples(sense),
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translations,
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});
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} else {
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// Non-English: just extract the entry, no translations needed
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results.push({
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headword,
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language: sourceLang,
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pos,
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gloss,
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examples: extractExamples(sense),
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translations: [],
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});
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}
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}
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return results;
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}
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// ── Main ──────────────────────────────────────────────────────────────────────
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// ── Extract ───────────────────────────────────────────────────────────────────
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async function extract(sampleLimit?: number): Promise<void> {
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console.log("Extracting Kaikki English data...");
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console.log(` Source: ${PATHS.source}`);
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export async function extract(
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lang: SupportedLanguageCode,
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sampleLimit?: number,
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): Promise<void> {
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const filename = LANG_TO_FILE[lang];
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const sourcePath = path.join(SOURCES_DIR, filename);
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const outputPath = path.join(OUTPUT_DIR, `${lang}.json`);
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if (sampleLimit) {
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console.log(` Sample mode: ${sampleLimit} entries`);
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}
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console.log(`\nExtracting ${lang}...`);
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console.log(` Source: ${sourcePath}`);
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if (sampleLimit) console.log(` Sample mode: ${sampleLimit} entries`);
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await fs.promises.mkdir(path.dirname(PATHS.output), { recursive: true });
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await fs.promises.mkdir(OUTPUT_DIR, { recursive: true });
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const fileStream = fs.createReadStream(PATHS.source);
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const fileStream = fs.createReadStream(sourcePath);
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const rl = readline.createInterface({
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input: fileStream,
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crlfDelay: Infinity,
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});
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const senses: ExtractedSense[] = [];
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const senseIndexMap = new Map<string, number>();
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let linesRead = 0;
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let entriesProcessed = 0;
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let entriesSkipped = 0;
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@ -167,14 +200,20 @@ async function extract(sampleLimit?: number): Promise<void> {
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continue;
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}
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const extracted = processEntry(entry);
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const extracted = processEntry(entry, lang);
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if (extracted.length === 0) {
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entriesSkipped++;
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continue;
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}
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senses.push(...extracted);
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for (const sense of extracted) {
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const key = `${sense.headword}|${sense.pos}`;
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const senseIndex = senseIndexMap.get(key) ?? 0;
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senseIndexMap.set(key, senseIndex + 1);
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senses.push({ ...sense, sense_index: senseIndex });
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}
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entriesProcessed++;
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if (entriesProcessed % 10_000 === 0) {
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@ -185,25 +224,34 @@ async function extract(sampleLimit?: number): Promise<void> {
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}
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await fs.promises.writeFile(
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PATHS.output,
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outputPath,
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JSON.stringify(senses, null, 2),
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"utf-8",
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);
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console.log(`\nExtraction complete:`);
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console.log(` Lines read: ${linesRead.toLocaleString()}`);
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console.log(` Entries processed: ${entriesProcessed.toLocaleString()}`);
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console.log(` Entries skipped: ${entriesSkipped.toLocaleString()}`);
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console.log(` Senses extracted: ${senses.length.toLocaleString()}`);
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console.log(` Output: ${PATHS.output}`);
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console.log(` Lines read: ${linesRead.toLocaleString()}`);
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console.log(` Entries processed: ${entriesProcessed.toLocaleString()}`);
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console.log(` Entries skipped: ${entriesSkipped.toLocaleString()}`);
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console.log(` Senses extracted: ${senses.length.toLocaleString()}`);
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console.log(` Output: ${outputPath}`);
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}
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main().catch((err) => {
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console.error(err);
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process.exit(1);
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});
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// ── Main ─────────────────────────────────────────────────────────────────────
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async function main(): Promise<void> {
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// Hardcoded sample limit for initial testing — remove for full extraction
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await extract(500);
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// Hardcoded sample limit for development — remove for full extraction
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const SAMPLE = 500;
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for (const lang of SUPPORTED_LANGUAGE_CODES) {
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await extract(lang, SAMPLE);
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}
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console.log("\nExtraction complete.");
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}
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if (import.meta.url === `file://${process.argv[1]}`) {
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main().catch((err) => {
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console.error(err);
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process.exit(1);
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});
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}
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