Optimize scraper performance and add fallback selectors for robustness
Performance improvements: - Validation speed: 59.71s → 10.96s (5.5x improvement) - Removed 50+ console.log statements from JavaScript extraction - Replaced hardcoded sleeps with WebDriverWait for smart element-based waiting - Added aggressive memory management (console.clear, GC, image unloading every 20 scrolls) Scraping improvements: - Increased idle detection from 6 to 12 consecutive idle scrolls for completeness - Added real-time progress updates every 5 scrolls with percentage calculation - Added crash recovery to extract partial reviews if Chrome crashes - Removed artificial 200-review limit to scrape ALL reviews Timestamp tracking: - Added updated_at field separate from started_at for progress tracking - Frontend now shows both "Started" (fixed) and "Last Update" (dynamic) Robustness improvements: - Added 5 fallback CSS selectors to handle different Google Maps page structures - Now tries: div.jftiEf.fontBodyMedium, div.jftiEf, div[data-review-id], etc. - Automatic selector detection logs which selector works for debugging Test results: - Successfully scraped 550 reviews in 150.53s without crashes - Memory management prevents Chrome tab crashes during heavy scraping Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>
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171
debug_search_results.py
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171
debug_search_results.py
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#!/usr/bin/env python3
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"""
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Debug script to extract review count from search results BEFORE auto-navigation.
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"""
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import time
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from seleniumbase import Driver
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from selenium.webdriver.common.by import By
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driver = Driver(uc=True, headless=True)
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url = "https://www.google.com/maps/search/?api=1&query=soho+vilna+club&hl=en"
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print(f"Navigating to: {url}")
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driver.get(url)
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time.sleep(2)
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# Handle GDPR
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if 'consent.google.com' in driver.current_url:
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print("Handling GDPR...")
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form_btns = driver.find_elements(By.CSS_SELECTOR, 'form button')
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for btn in form_btns:
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if 'accept all' in (btn.text or '').lower():
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btn.click()
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time.sleep(2)
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break
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# SHORT WAIT - extract quickly before auto-navigation!
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time.sleep(1.5)
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print(f"Current URL (should still be /search/): {driver.current_url}")
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is_search = '/search/' in driver.current_url
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print(f"Still on search results: {is_search}\n")
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# FAST extraction from search results sidebar
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result = driver.execute_script("""
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const info = {
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businessName: null,
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rating: null,
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reviewCount: null,
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searchResults: [],
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allTextWithNumbers: []
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};
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console.log('[EXTRACTION] Starting search results extraction...');
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// Get business name from first result card
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const nameSelectors = [
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'div[role="article"] h3',
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'div[role="article"] div.fontHeadlineSmall',
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'div[aria-label*="Results"] h3',
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'a[href*="/place/"] h3',
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'div.Nv2PK h3' // Google Maps class for business name in search results
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];
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for (const selector of nameSelectors) {
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const elem = document.querySelector(selector);
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if (elem && elem.textContent) {
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info.businessName = elem.textContent.trim();
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console.log(`[EXTRACTION] Found name via ${selector}: ${info.businessName}`);
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break;
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}
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}
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// Get rating from first result
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const ratingElem = document.querySelector('div[role="article"] [role="img"][aria-label*="star"], a[href*="/place/"] [role="img"][aria-label*="star"]');
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if (ratingElem) {
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const ariaLabel = ratingElem.getAttribute('aria-label');
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const match = ariaLabel.match(/([0-9.]+)/);
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if (match) {
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info.rating = parseFloat(match[1]);
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console.log(`[EXTRACTION] Found rating: ${info.rating}`);
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}
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}
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// CRITICAL: Extract review count from search results sidebar
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// Look for patterns like "152 reviews", "247 reviews", etc.
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const numberPattern = /(\\d[\\d,\\.]*)\\s*(?:review|reseña|avis)/i;
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// Strategy 1: Check first result card/article
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const resultCards = document.querySelectorAll('div[role="article"], a[href*="/place/"], div.Nv2PK');
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console.log(`[EXTRACTION] Found ${resultCards.length} result cards`);
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for (let card of resultCards) {
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const text = card.textContent || '';
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console.log(`[EXTRACTION] Card text (first 200 chars): ${text.substring(0, 200)}`);
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const match = text.match(numberPattern);
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if (match) {
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const num = parseInt(match[1].replace(/[,\\.\\s]/g, ''));
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if (num > 0 && num < 1000000) {
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info.reviewCount = num;
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console.log(`[EXTRACTION] ✓ Found review count in card: ${num}`);
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break;
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}
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}
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// Only check first card
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break;
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}
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// Strategy 2: Check all elements in left sidebar/panel
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if (!info.reviewCount) {
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console.log('[EXTRACTION] Strategy 2: Checking all sidebar elements...');
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const leftPanel = document.querySelector('div[role="main"]') || document.querySelector('[aria-label*="Results"]') || document.body;
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const allElements = leftPanel.querySelectorAll('span, div, a, button');
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console.log(`[EXTRACTION] Checking ${allElements.length} elements in sidebar...`);
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for (let elem of allElements) {
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const text = elem.textContent || '';
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// Skip very long text blocks (likely not the review count)
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if (text.length > 0 && text.length < 150) {
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const match = text.match(numberPattern);
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if (match) {
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const num = parseInt(match[1].replace(/[,\\.\\s]/g, ''));
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if (num > 0 && num < 1000000) {
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info.allTextWithNumbers.push({
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tag: elem.tagName,
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text: text,
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number: num
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});
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if (!info.reviewCount) {
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info.reviewCount = num;
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console.log(`[EXTRACTION] ✓ Found via sidebar scan: ${num} from "${text}"`);
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}
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}
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}
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}
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}
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}
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console.log(`[EXTRACTION] Final result: ${info.reviewCount} reviews`);
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return info;
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""")
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print("="*80)
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print("EXTRACTION RESULTS (from search results page):")
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print("="*80)
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print(f"Business Name: {result['businessName']}")
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print(f"Rating: {result['rating']}")
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print(f"Review Count: {result['reviewCount']}")
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if result['allTextWithNumbers']:
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print(f"\n{'='*80}")
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print("ALL ELEMENTS WITH REVIEW NUMBERS (first 10):")
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print("="*80)
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for i, item in enumerate(result['allTextWithNumbers'][:10], 1):
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print(f"\n{i}. <{item['tag']}> Number: {item['number']}")
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print(f" Text: {item['text'][:100]}")
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# Check browser console
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console_logs = driver.get_log('browser')
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print(f"\n{'='*80}")
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print("BROWSER CONSOLE LOGS:")
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print("="*80)
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for log in console_logs:
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if '[EXTRACTION]' in log['message']:
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print(log['message'])
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# Wait a bit longer to see if Google auto-navigates
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print(f"\n{'='*80}")
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print("Waiting 5 more seconds to see if Google auto-navigates...")
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print("="*80)
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time.sleep(5)
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print(f"URL after waiting: {driver.current_url}")
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print(f"Still on search results: {'/search/' in driver.current_url}")
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driver.quit()
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