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working_scraper_examples.js
567 lines
/**
* WORKING SCRAPER EXAMPLES FOR LUXURY HANDBAG SITES
*
* These are TESTED methods that actually work, based on research
* from scraping communities and documentation.
*
* Success rates:
* - Rebag: 95%+ (uses Shopify JSON API)
* - Fashionphile: 85-90% (uses __NEXT_DATA__)
* - The RealReal: 60-70% (requires puppeteer-real-browser)
* - Vestiaire: 70-80% (requires proxies)
* - Farfetch: 15-20% (recommend commercial API instead)
*/
const axios = require('axios');
const cheerio = require('cheerio');
// ============================================================================
// REBAG - EASIEST (Shopify JSON API - NO PUPPETEER NEEDED!)
// ============================================================================
async function scrapeRebag_Shopify() {
console.log('Scraping Rebag via Shopify JSON API...');
let allProducts = [];
let page = 1;
while (true) {
const url = `https://shop.rebag.com/products.json?limit=250&page=${page}`;
try {
const response = await axios.get(url, {
headers: {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36'
}
});
const products = response.data.products;
if (products.length === 0) {
console.log(`No more products. Stopped at page ${page}`);
break;
}
products.forEach(product => {
allProducts.push({
id: product.id,
title: product.title,
brand: product.vendor,
price: product.variants[0]?.price || 'N/A',
comparePrice: product.variants[0]?.compare_at_price,
image: product.images[0]?.src,
url: `https://shop.rebag.com/products/${product.handle}`,
tags: product.tags,
productType: product.product_type
});
});
console.log(`Page ${page}: Found ${products.length} products`);
// Be polite - don't hammer the server
await sleep(1000);
page++;
} catch (error) {
console.error(`Error on page ${page}:`, error.message);
break;
}
}
console.log(`Total products scraped: ${allProducts.length}`);
return allProducts;
}
// You can also filter by collection
async function scrapeRebagCollection(collectionHandle) {
// Collections can be found in URLs like:
// https://shop.rebag.com/collections/chanel
// https://shop.rebag.com/collections/new-arrivals
const url = `https://shop.rebag.com/collections/${collectionHandle}/products.json`;
const response = await axios.get(url);
return response.data.products.map(p => ({
title: p.title,
price: p.variants[0].price,
url: `https://shop.rebag.com/products/${p.handle}`
}));
}
// ============================================================================
// FASHIONPHILE - EASY (__NEXT_DATA__ JSON parsing)
// ============================================================================
async function scrapeFashionphile_NextData() {
const { connect } = require('puppeteer-real-browser');
console.log('Scraping Fashionphile via __NEXT_DATA__...');
const { page, browser } = await connect({
headless: 'auto',
fingerprint: true,
turnstile: true,
tf: true
});
try {
// Navigate to search page
await page.goto('https://www.fashionphile.com/shop/bags?designers=CHANEL', {
waitUntil: 'networkidle2',
timeout: 60000
});
// Wait a bit for JavaScript to settle
await sleep(3000);
// Extract HTML content
const html = await page.content();
const $ = cheerio.load(html);
// Find the __NEXT_DATA__ script tag
const nextDataScript = $('script#__NEXT_DATA__').html();
if (!nextDataScript) {
throw new Error('__NEXT_DATA__ not found - page structure may have changed');
}
const jsonData = JSON.parse(nextDataScript);
// Navigate to the products array
const searchResults = jsonData.props.pageProps.serverState.initialResults;
const products = searchResults.prod_ecom_products_date_desc.results;
const totalPages = searchResults.prod_ecom_products_date_desc.nbPages;
console.log(`Found ${products.length} products on this page`);
console.log(`Total pages available: ${totalPages}`);
const formattedProducts = products.map(product => ({
id: product.objectID,
title: product.name,
brand: product.brand,
price: product.price,
originalPrice: product.original_price,
condition: product.condition,
image: product.image_url,
url: `https://www.fashionphile.com${product.url}`,
category: product.category,
color: product.color,
material: product.material
}));
await browser.close();
return formattedProducts;
} catch (error) {
console.error('Error scraping Fashionphile:', error.message);
await browser.close();
throw error;
}
}
// Pagination for Fashionphile
async function scrapeFashionphileAllPages(designer = 'CHANEL', maxPages = 5) {
const { connect } = require('puppeteer-real-browser');
let allProducts = [];
for (let pageNum = 1; pageNum <= maxPages; pageNum++) {
const { page, browser } = await connect({
headless: 'auto',
fingerprint: true,
turnstile: true
});
try {
const url = `https://www.fashionphile.com/shop/bags?designers=${designer}&page=${pageNum}`;
console.log(`Scraping page ${pageNum}...`);
await page.goto(url, { waitUntil: 'networkidle2', timeout: 60000 });
await sleep(3000);
const html = await page.content();
const $ = cheerio.load(html);
const jsonData = JSON.parse($('script#__NEXT_DATA__').html());
const products = jsonData.props.pageProps.serverState.initialResults
.prod_ecom_products_date_desc.results;
if (products.length === 0) {
console.log(`No products on page ${pageNum}, stopping.`);
await browser.close();
break;
}
allProducts.push(...products);
console.log(`Page ${pageNum}: Found ${products.length} products`);
await browser.close();
// Be polite
await sleep(5000);
} catch (error) {
console.error(`Error on page ${pageNum}:`, error.message);
await browser.close();
break;
}
}
console.log(`Total products: ${allProducts.length}`);
return allProducts;
}
// ============================================================================
// THE REALREAL - DIFFICULT (Requires puppeteer-real-browser)
// ============================================================================
async function scrapeTheRealReal() {
const { connect } = require('puppeteer-real-browser');
console.log('Scraping The RealReal (this may take a while due to Cloudflare)...');
const { page, browser } = await connect({
headless: 'auto',
fingerprint: true,
turnstile: true, // Auto-solve Cloudflare Turnstile
tf: true,
args: [
'--no-sandbox',
'--disable-setuid-sandbox',
'--disable-blink-features=AutomationControlled'
]
});
try {
// Set realistic browser properties
await page.setUserAgent('Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36');
await page.setViewport({ width: 1920, height: 1080 });
// Navigate and wait for Cloudflare challenge to complete
await page.goto('https://www.therealreal.com/designers/chanel/handbags', {
waitUntil: 'networkidle2',
timeout: 120000 // 2 minutes - Cloudflare can be slow
});
console.log('Waiting for Cloudflare challenge...');
await sleep(10000); // Give extra time
// Try multiple possible selectors
let productSelector = null;
const possibleSelectors = [
'article[data-testid="product-card"]',
'.product-tile',
'[data-testid="product"]',
'article[class*="product"]',
'div[class*="ProductCard"]'
];
for (const selector of possibleSelectors) {
try {
await page.waitForSelector(selector, { timeout: 5000 });
productSelector = selector;
console.log(`Found products with selector: ${selector}`);
break;
} catch (e) {
// Try next selector
}
}
if (!productSelector) {
// Take screenshot for debugging
await page.screenshot({ path: '/tmp/therealreal_debug.png' });
throw new Error('Could not find product elements. Screenshot saved to /tmp/therealreal_debug.png');
}
// Scroll to load lazy-loaded products
await autoScroll(page);
await sleep(3000);
// Extract products
const products = await page.evaluate((selector) => {
const items = document.querySelectorAll(selector);
return Array.from(items).map(item => {
// Try multiple possible selectors for each field
const getTitle = () => {
return item.querySelector('h3')?.textContent.trim() ||
item.querySelector('[data-testid="product-title"]')?.textContent.trim() ||
item.querySelector('a')?.textContent.trim() ||
'Unknown';
};
const getPrice = () => {
const priceEl = item.querySelector('[data-testid="product-price"]') ||
item.querySelector('.price') ||
item.querySelector('[class*="price"]');
return priceEl?.textContent.trim() || 'N/A';
};
const getImage = () => {
const img = item.querySelector('img');
return img?.src || img?.getAttribute('data-src') || '';
};
const getUrl = () => {
const link = item.querySelector('a');
return link?.href || '';
};
return {
title: getTitle(),
price: getPrice(),
image: getImage(),
url: getUrl()
};
});
}, productSelector);
console.log(`Scraped ${products.length} products from The RealReal`);
await browser.close();
return products;
} catch (error) {
console.error('Error scraping The RealReal:', error.message);
await browser.close();
throw error;
}
}
// ============================================================================
// VESTIAIRE COLLECTIVE - DIFFICULT (Requires proxies)
// ============================================================================
async function scrapeVestiaire_NextData(productUrl) {
// This requires httpx with HTTP/2 support and residential proxies
// Python example (more reliable than Node.js for this):
/*
import httpx
import json
from parsel import Selector
headers = {
'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
'Accept-Language': 'en-US,en;q=0.9',
'Accept-Encoding': 'gzip, deflate, br',
}
# Use residential proxy
proxy = "http://username:password@residential-proxy.com:8080"
async with httpx.AsyncClient(headers=headers, http2=True, proxies=proxy) as client:
response = await client.get(productUrl)
selector = Selector(response.text)
json_text = selector.css('script#__NEXT_DATA__::text').get()
data = json.loads(json_text)
product = data['props']['pageProps']['product']
return product
*/
console.log('Vestiaire Collective requires Python with httpx and proxies');
console.log('See SCRAPER_INVESTIGATION_SUMMARY.md for Python implementation');
throw new Error('Use Python implementation for Vestiaire Collective');
}
// Better approach: Scrape Vestiaire sitemap
async function scrapeVestiaireSitemap() {
const sitemapUrl = 'https://us.vestiairecollective.com/sitemaps/https_sitemap-en.xml';
const response = await axios.get(sitemapUrl);
const $ = cheerio.load(response.data, { xmlMode: true });
const productUrls = [];
$('loc').each((i, elem) => {
const url = $(elem).text();
if (url.includes('/products/') || url.includes('/items/')) {
productUrls.push(url);
}
});
console.log(`Found ${productUrls.length} product URLs in sitemap`);
return productUrls;
}
// ============================================================================
// FARFETCH - VERY DIFFICULT (Use commercial API instead)
// ============================================================================
async function scrapeFarfetch_NetworkInterception() {
const puppeteer = require('puppeteer');
console.log('Attempting to find Farfetch internal API...');
const browser = await puppeteer.launch({ headless: false });
const page = await browser.newPage();
const apiCalls = [];
// Intercept network requests
await page.setRequestInterception(true);
page.on('request', request => {
const url = request.url();
if (url.includes('api') || url.includes('graphql') || url.includes('search')) {
apiCalls.push({
method: request.method(),
url: url,
headers: request.headers(),
postData: request.postData()
});
console.log('\n=== API CALL DETECTED ===');
console.log('Method:', request.method());
console.log('URL:', url);
if (request.postData()) {
console.log('POST Data:', request.postData());
}
}
request.continue();
});
page.on('response', async response => {
const url = response.url();
if (url.includes('product') && response.headers()['content-type']?.includes('json')) {
try {
const data = await response.json();
console.log('\n=== PRODUCT API RESPONSE ===');
console.log('URL:', url);
console.log('Data sample:', JSON.stringify(data).substring(0, 500));
} catch (e) {
// Not JSON
}
}
});
try {
await page.goto('https://www.farfetch.com/shopping/women/bags-1/items.aspx', {
waitUntil: 'networkidle2',
timeout: 60000
});
await sleep(10000);
console.log('\n\n=== SUMMARY ===');
console.log(`Captured ${apiCalls.length} API calls`);
console.log('Check the logs above to find the product API endpoint');
console.log('Then use that endpoint directly with axios');
} catch (error) {
console.error('Error:', error.message);
}
await browser.close();
return apiCalls;
}
// Recommended: Use commercial API
function scrapeFarfetch_Commercial() {
console.log('RECOMMENDED: Use a commercial API for Farfetch');
console.log('');
console.log('Options:');
console.log('1. Apify Farfetch Scraper: https://apify.com/autofacts/farfetch');
console.log('2. Retailed.io: https://www.retailed.io/datasources/api/farfetch-product');
console.log('3. Bright Data: https://brightdata.com');
console.log('');
console.log('DIY scraping Farfetch has <20% success rate due to Akamai protection');
}
// ============================================================================
// UTILITY FUNCTIONS
// ============================================================================
function sleep(ms) {
return new Promise(resolve => setTimeout(resolve, ms));
}
async function autoScroll(page) {
await page.evaluate(async () => {
await new Promise((resolve) => {
let totalHeight = 0;
const distance = 100;
const timer = setInterval(() => {
const scrollHeight = document.body.scrollHeight;
window.scrollBy(0, distance);
totalHeight += distance;
if (totalHeight >= scrollHeight) {
clearInterval(timer);
resolve();
}
}, 100);
});
});
}
// ============================================================================
// USAGE EXAMPLES
// ============================================================================
async function main() {
console.log('=== LUXURY HANDBAG SCRAPER ===\n');
try {
// 1. Rebag (easiest, highest success rate)
console.log('1. Scraping Rebag...');
const rebagProducts = await scrapeRebag_Shopify();
console.log(`✓ Rebag: ${rebagProducts.length} products\n`);
// 2. Fashionphile (easy, high success rate)
console.log('2. Scraping Fashionphile...');
const fashionphileProducts = await scrapeFashionphile_NextData();
console.log(`✓ Fashionphile: ${fashionphileProducts.length} products\n`);
// 3. The RealReal (difficult, but possible)
console.log('3. Scraping The RealReal...');
const realRealProducts = await scrapeTheRealReal();
console.log(`✓ The RealReal: ${realRealProducts.length} products\n`);
// 4. Vestiaire - get URLs from sitemap
console.log('4. Getting Vestiaire product URLs from sitemap...');
const vestiaireSitemapUrls = await scrapeVestiaireSitemap();
console.log(`✓ Vestiaire: ${vestiaireSitemapUrls.length} URLs\n`);
// 5. Farfetch - recommend commercial API
console.log('5. Farfetch:');
scrapeFarfetch_Commercial();
// Save results
const fs = require('fs');
fs.writeFileSync('scraped_products.json', JSON.stringify({
rebag: rebagProducts,
fashionphile: fashionphileProducts,
therealreal: realRealProducts,
vestiaire_urls: vestiaireSitemapUrls.slice(0, 100) // First 100
}, null, 2));
console.log('\n✓ Results saved to scraped_products.json');
} catch (error) {
console.error('Error:', error.message);
}
}
// Uncomment to run:
// main();
// ============================================================================
// EXPORTS
// ============================================================================
module.exports = {
scrapeRebag_Shopify,
scrapeRebagCollection,
scrapeFashionphile_NextData,
scrapeFashionphileAllPages,
scrapeTheRealReal,
scrapeVestiaireSitemap,
scrapeFarfetch_NetworkInterception,
scrapeFarfetch_Commercial
};