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python-bootcamp/fp2_9.py
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Python

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"
project_id = "svig-384801"
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}")
try:
time.sleep(5)
# Clear any modal dialog
modal_close = driver.find_element(By.XPATH, "//*[contains(concat(' ', normalize-space(@class), ' '), ' icon-icon-close-s ')]")
print(f"modal_close = {modal_close}")
modal_close.click()
time.sleep(2)
# Enter zip code in the input field and click the "Check" button
zip_button = driver.find_element(By.XPATH, '/html/body/div[2]/div/header/div[3]/div/div/div[2]/div[1]/div/div/div[1]')
print(zip_button)
zip_button.click()
time.sleep(1)
zip_input = driver.find_element(By.XPATH, '//div/label/following-sibling::input')
zip_input.clear()
zip_input.send_keys(zip_code)
check_button = driver.find_element(By.XPATH, "//button[text() = 'Confirm']")
check_button.click()
time.sleep(2)
# Extract the price of rice crackers for this zip code
'''
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)
message.ack() # acknowledge receipt of message
except:
print(f"Price not found for zip code {zip_code}")
price = 'Price not found'
# 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)