from google.cloud import pubsub_v1 from selenium import webdriver from selenium.webdriver.chrome.options import Options from selenium.webdriver.common.by import By import json import time import os from concurrent.futures import TimeoutError os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "C:/Users/Karen/AppData/Roaming/gcloud/application_default_credentials.json" # Configure the Selenium driver options options = Options() options.add_argument('--disable-gpu') driver = webdriver.Chrome(options=options) # Set up Pub/Sub subscription project_id = "fp-20230425" subscription_name = "fp-subscription-zipcodes" subscriber = pubsub_v1.SubscriberClient() subscription_path = subscriber.subscription_path(project_id, subscription_name) timeout = 5 # Load the product page and extract the __NEXT_DATA__ data url = 'https://www.sayweee.com/en/product/Want-Want-Senbei-Rice-Crackers/17119' driver.get(url) time.sleep(5) ''' next_data_element = driver.find_element(By.XPATH, "//script[@type='application/ld+json']") if next_data_element is not None: next_data_text = next_data_element.get_attribute('innerHTML') next_data_start_index = next_data_text.index('{') next_data_end_index = next_data_text.rindex('}') + 1 next_data_json = next_data_text[next_data_start_index:next_data_end_index] next_data = json.loads(next_data_json) else: print('__NEXT_DATA__ element not found') ''' # Define callback function for Pub/Sub messages def callback(message): # Extract zip code from message data zip_code = message.data.decode('utf-8') print(f"Received zip code: {zip_code}") # Enter zip code in the input field and click the "Check" button zip_input = driver.find_element(By.XPATH, '/html/body/div[2]/div/header/div[3]/div/div/div[2]/div[1]/div/div/div[1]') zip_input.clear() zip_input.send_keys(zip_code) check_button = driver.find_element(By.XPATH, '/html/body/div[5]/div/div[2]/div/div[2]/div[2]/div/div[1]/form/div/div/div[1]/div/div/div[3]/div') check_button.click() time.sleep(2) # Extract the price of rice crackers for this zip code try: ''' price_element = driver.find_element(By.XPATH, '/html/body/div[2]/div/div[1]/div[1]/div/div/div[2]/div[2]/div[1]/div[4]/div[1]/div') price = price_element.text.strip()[1:] print(price) ''' next_data_element = driver.find_element(By.XPATH, "//script[@type='application/ld+json']") next_data_text = next_data_element.get_attribute('innerHTML') next_data_start_index = next_data_text.index('{') next_data_end_index = next_data_text.rindex('}') + 1 next_data_json = next_data_text[next_data_start_index:next_data_end_index] next_data = json.loads(next_data_json) price = next_data['offers']['price'] # Print the price print(price) except: price = 'Price not found' finally: message.ack() # acknowledge receipt of message # Start receiving messages streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback) print(f'Started receiving messages from subscription {subscription_path}...') # Wrap subscriber in a 'with' block to automatically call close() when done. with subscriber: try: # When `timeout` is not set, result() will block indefinitely, # unless an exception is encountered first. streaming_pull_future.result(timeout=timeout) except TimeoutError: streaming_pull_future.cancel() # Trigger the shutdown. streaming_pull_future.result() # Block until the shutdown is complete. # Keep the script running indefinitely to continue receiving messages while True: time.sleep(10)