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>
This commit is contained in:
Alejandro Gutiérrez
318
start_optimized_hybrid.py
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318
start_optimized_hybrid.py
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#!/usr/bin/env python3
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"""
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OPTIMIZED HYBRID Scraper - True parallel with minimal overhead.
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Strategy:
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1. Ultra-fast API scrolling (no DOM parsing during scroll!)
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2. Quick DOM count check near end (minimal overhead)
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3. If needed, targeted DOM parse at very end for missing reviews
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4. Goal: ~22-25s for all 244 reviews
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Key: Keep scroll loop FAST, only parse DOM if absolutely needed at the very end.
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"""
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import sys
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import yaml
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import logging
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import time
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import json
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from seleniumbase import Driver
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from selenium.webdriver.common.by import By
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from selenium.webdriver.support.ui import WebDriverWait
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from selenium.webdriver.support import expected_conditions as EC
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from selenium.common.exceptions import TimeoutException
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from modules.api_interceptor import GoogleMapsAPIInterceptor
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logging.basicConfig(level=logging.WARNING, format='[%(levelname)s] %(message)s')
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log = logging.getLogger(__name__)
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log.setLevel(logging.INFO)
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def load_config():
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with open('config.yaml', 'r') as f:
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return yaml.safe_load(f)
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def quick_dom_parse_top_reviews(driver, count=15):
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"""Quick parse of just the top N reviews from DOM."""
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dom_reviews = []
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try:
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# Get only first N review elements (the ones most likely to be missing from API)
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review_elements = driver.find_elements(By.CSS_SELECTOR, 'div.jftiEf.fontBodyMedium')[:count]
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for elem in review_elements:
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try:
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review_data = {}
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# Author
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try:
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author_elem = elem.find_element(By.CSS_SELECTOR, 'div.d4r55')
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review_data['author'] = author_elem.text
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except:
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review_data['author'] = None
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# Rating
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try:
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rating_elem = elem.find_element(By.CSS_SELECTOR, 'span.kvMYJc')
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rating_attr = rating_elem.get_attribute('aria-label')
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if rating_attr:
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rating_parts = rating_attr.split()
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if rating_parts:
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review_data['rating'] = float(rating_parts[0])
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except:
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review_data['rating'] = None
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# Text
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try:
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text_elem = elem.find_element(By.CSS_SELECTOR, 'span.wiI7pd')
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review_data['text'] = text_elem.text
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except:
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review_data['text'] = None
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# Date
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try:
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date_elem = elem.find_element(By.CSS_SELECTOR, 'span.rsqaWe')
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review_data['date_text'] = date_elem.text
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except:
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review_data['date_text'] = None
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# Avatar
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try:
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avatar_elem = elem.find_element(By.CSS_SELECTOR, 'img.NBa7we')
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review_data['avatar_url'] = avatar_elem.get_attribute('src')
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except:
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review_data['avatar_url'] = None
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# Profile URL
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try:
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profile_elem = elem.find_element(By.CSS_SELECTOR, 'button.WEBjve')
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review_data['profile_url'] = profile_elem.get_attribute('data-review-id')
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except:
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review_data['profile_url'] = None
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# Generate ID
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if review_data.get('author'):
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review_id = f"dom_{hash(str(review_data.get('author', '')) + str(review_data.get('date_text', '')))}"
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review_data['review_id'] = review_id
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dom_reviews.append(review_data)
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except:
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continue
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except Exception as e:
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pass
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return dom_reviews
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def optimized_hybrid_scrape():
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"""Ultra-fast API scrolling + minimal targeted DOM parse."""
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config = load_config()
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url = config.get('url')
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headless = config.get('headless', False)
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print("OPTIMIZED HYBRID SCRAPER - Ultra-fast API + minimal DOM...")
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print(f"URL: {url[:80]}...")
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start_time = time.time()
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api_reviews = {}
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driver = Driver(uc=True, headless=headless, page_load_strategy="normal")
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try:
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# Navigate
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driver.get(url)
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time.sleep(1.5)
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# Dismiss cookies
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try:
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cookie_btns = driver.find_elements(By.CSS_SELECTOR,
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'button[aria-label*="Accept" i],button[aria-label*="Aceptar" i]')
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if cookie_btns:
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cookie_btns[0].click()
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time.sleep(0.4)
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except:
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pass
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# Click reviews tab
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review_keywords = ['reviews', 'review', 'reseñas', 'reseña']
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for selector in ['.LRkQ2', 'button[role="tab"]']:
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try:
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tabs = driver.find_elements(By.CSS_SELECTOR, selector)
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for tab in tabs:
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text = (tab.text or '').lower()
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aria = (tab.get_attribute('aria-label') or '').lower()
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if any(kw in text or kw in aria for kw in review_keywords):
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driver.execute_script("arguments[0].click();", tab)
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time.sleep(0.4)
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break
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except:
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continue
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# Brief wait for reviews page (balance speed vs stability)
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time.sleep(1.0) # Reduced from 3s but needed for stability
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# Find pane - use most common selector directly
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pane = None
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try:
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wait = WebDriverWait(driver, 3) # Reduced from 5s
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pane = wait.until(EC.presence_of_element_located(
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(By.CSS_SELECTOR, 'div[role="main"] div.m6QErb.DxyBCb.kA9KIf.dS8AEf.XiKgde')))
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except TimeoutException:
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try:
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pane = wait.until(EC.presence_of_element_located(
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(By.CSS_SELECTOR, 'div.m6QErb.WNBkOb.XiKgde')))
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except:
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print("ERROR: Could not find pane")
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return []
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# Setup API interceptor immediately
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interceptor = GoogleMapsAPIInterceptor(driver)
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interceptor.setup_interception()
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interceptor.inject_response_interceptor()
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time.sleep(0.3) # Minimal wait for interceptor
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# Setup scroll
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driver.execute_script("window.scrollablePane = arguments[0];", pane)
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scroll_script = "window.scrollablePane.scrollBy(0, window.scrollablePane.scrollHeight);"
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# Trigger initial scroll
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driver.execute_script(scroll_script)
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time.sleep(0.3) # Minimal initial trigger wait
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print("Ultra-fast API scrolling...")
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# FAST API-only scrolling (NO DOM parsing overhead!)
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max_scrolls = 35
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for i in range(max_scrolls):
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driver.execute_script(scroll_script)
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time.sleep(0.27)
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# API collection only
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try:
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responses = interceptor.get_intercepted_responses()
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if responses:
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parsed = interceptor.parse_reviews_from_responses(responses)
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for review in parsed:
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if review.review_id and review.review_id not in api_reviews:
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api_reviews[review.review_id] = {
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'review_id': review.review_id,
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'author': review.author,
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'rating': review.rating,
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'text': review.text,
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'date_text': review.date_text,
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'avatar_url': review.avatar_url,
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'profile_url': review.profile_url,
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}
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except:
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pass
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if (i + 1) % 10 == 0:
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print(f" {len(api_reviews)} reviews...")
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# Final API collection
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try:
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responses = interceptor.get_intercepted_responses()
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if responses:
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parsed = interceptor.parse_reviews_from_responses(responses)
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for review in parsed:
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if review.review_id and review.review_id not in api_reviews:
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api_reviews[review.review_id] = {
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'review_id': review.review_id,
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'author': review.author,
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'rating': review.rating,
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'text': review.text,
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'date_text': review.date_text,
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'avatar_url': review.avatar_url,
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'profile_url': review.profile_url,
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}
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except:
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pass
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api_time = time.time() - start_time
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print(f" ✅ API complete: {len(api_reviews)} reviews in {api_time:.2f}s")
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# Targeted DOM parse ONLY if we're missing reviews
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missing = 244 - len(api_reviews)
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if missing > 0:
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print(f"\nQuick DOM parse for {missing} missing reviews...")
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# Scroll to top
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driver.execute_script("window.scrollablePane.scrollTo(0, 0);", pane)
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time.sleep(0.5)
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# Quick parse of top reviews (most likely to be missing)
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dom_reviews = quick_dom_parse_top_reviews(driver, count=min(missing + 5, 20))
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# Build API keys
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api_keys = set()
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for api_review in api_reviews.values():
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key = (
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api_review.get('author', ''),
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(api_review.get('date_text', '') or '')[:20]
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)
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api_keys.add(key)
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# Add unique DOM reviews
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dom_added = 0
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for dom_review in dom_reviews:
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dom_key = (
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dom_review.get('author', ''),
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(dom_review.get('date_text', '') or '')[:20]
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)
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if dom_key not in api_keys and dom_review.get('review_id'):
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api_reviews[dom_review['review_id']] = dom_review
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dom_added += 1
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dom_time = time.time() - start_time - api_time
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print(f" ✅ DOM complete: +{dom_added} reviews in {dom_time:.2f}s")
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elapsed = time.time() - start_time
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all_reviews = list(api_reviews.values())
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print(f"\n{'='*50}")
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print(f"✅ COMPLETED!")
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print(f"Reviews: {len(all_reviews)}/244 ({len(all_reviews)/244*100:.1f}%)")
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print(f"Time: {elapsed:.2f}s")
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print(f"Speed: {len(all_reviews)/elapsed:.1f} reviews/sec")
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print(f"Speedup: {155/elapsed:.1f}x faster! 🚀")
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print(f"{'='*50}")
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if len(all_reviews) >= 244:
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print(f"🎯 Got ALL 244 reviews!")
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elif len(all_reviews) >= 240:
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print(f"⚠️ Missing {244-len(all_reviews)} reviews")
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print()
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# Save
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with open('google_reviews_optimized_hybrid.json', 'w', encoding='utf-8') as f:
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json.dump(all_reviews, f, indent=2, ensure_ascii=False)
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print(f"💾 Saved to google_reviews_optimized_hybrid.json")
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if all_reviews:
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print(f"\nSample: {all_reviews[0]['author']} - {all_reviews[0]['rating']}★")
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return all_reviews
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finally:
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try:
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driver.quit()
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except:
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pass
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if __name__ == '__main__':
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try:
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reviews = optimized_hybrid_scrape()
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sys.exit(0 if reviews else 1)
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except KeyboardInterrupt:
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print("\n\nInterrupted by user")
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sys.exit(1)
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except Exception as e:
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print(f"ERROR: {e}")
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import traceback
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traceback.print_exc()
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sys.exit(1)
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