import { Client } from '@elastic/elasticsearch';
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import xlsx from "node-xlsx";
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const client = new Client({ node: 'http://localhost:9200' });
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import sqlite3 from "sqlite3";
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async function createIndex() {
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try {
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if (await client.indices.exists({ index: 'books' })) { return; }
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await client.indices.create({
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index: 'books',
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body: {
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mappings: {
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properties: {
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id: { type: 'keyword' },
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title: { type: 'text' },
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author: { type: 'text' },
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isbn: { type: 'text' },
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},
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},
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}
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});
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} catch (e) {
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console.error(e);
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}
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}
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function getBooksFromDb() {
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return new Promise((resolve, reject) => {
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const db = new sqlite3.Database("./book-list.db");
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db.all("SELECT Title as title,Author as author,ISBN as isbn FROM t_books", (err, rows) => {
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if (err) {
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console.error(err);
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} else {
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resolve(rows);
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}
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db.close();
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});
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});
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}
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async function indexBooks() {
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const books = await getBooksFromDb();
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const bookGroups = [];
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for (let i = 0; i < books.length; i += 1000) {
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bookGroups.push(books.slice(i, i + 1000));
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}
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for (const bookGroup of bookGroups) {
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const body = bookGroup.map(book => ([{ index: { _index: 'books', _id: book.id } }, book])).flat();
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try {
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const response = await client.bulk({ body });
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console.log(response.errors);
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} catch (e) {
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console.error(e);
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}
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}
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}
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async function importBooToEs() {
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await createIndex();
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await indexBooks();
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}
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async function searchBook() {
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const books = [];
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const workSheets = xlsx.parse("./fictionnoisbn.xlsx");
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for (const sheet of workSheets) {
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books.push(...sheet.data.map(row => ({ id: row[0], title: row[1], author: row[2] })));
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}
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let cnt = 0;
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let bookCnt = 0;
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for (const book of books) {
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cnt++;
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if (cnt % 1000 == 0) {
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console.log('当前%d', cnt);
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}
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if (!book.title) { continue; }
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const resp = await client.search({
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index: 'books',
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size: 1,
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query: {
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bool: book.author ? {
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must: [
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{
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match: {
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title: { query: book.title }
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}
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},
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{
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match: {
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author: { query: book.author }
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}
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}
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]
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} : undefined,
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match: book.author ? undefined : {
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'title': book.title,
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}
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}
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});
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if ((resp.hits.max_score ?? 0) < 25) { continue; }
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const isbn = resp.hits.hits[0]?._source?.isbn;
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if (isbn) {
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book.isbn = isbn;
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book.title2 = resp.hits.hits[0]?._source?.title;
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book.author2 = resp.hits.hits[0]?._source?.author;
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}
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bookCnt++;
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if (bookCnt % 1000 == 0) {
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console.log('已匹配：%s', bookCnt);
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}
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}
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console.log(bookCnt);
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saveToDb(books);
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}
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async function saveToDb(books) {
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const db = new sqlite3.Database("./book-list-result.db");
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db.serialize(function () {
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db.run("CREATE TABLE IF NOT EXISTS t_books (id TEXT PRIMARY KEY, Title TEXT, Author TEXT, ISBN TEXT, Title2 TEXT, Author2 TEXT)");
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db.run("BEGIN TRANSACTION");
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const stmt = db.prepare("INSERT INTO t_books (id, Title, Author, ISBN, Title2, Author2) VALUES (?,?,?,?,?,?)");
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for (const book of books.filter(book => book.isbn)) {
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stmt.run([book.id, book.title, book.author, book.isbn, book.title2, book.author2]);
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}
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stmt.finalize();
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db.run("COMMIT");
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db.close();
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});
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}
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// importBooToEs();
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searchBook();
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