Python selenium skip page if message element not visible skipping - python-3.x

Question

I am trying to grab a text element from a page. To get to this element my scrips clicks on two filters on the page. I need to crawl 5,000 pages. The script works, in terms of collecting the text element, however, after a certain number of pages it always returns a message "element not visible". I am assuming it's due to the fact that page didn't load in time, since I checked the pages where it breaks and the text element is there. (I have time.sleep(3) already implemented after every click). What can I use in my script to just skip that page if it doesn't load in time?
def yelp_scraper(url):
driver.get(url)
# get total number of restaurants
total_rest_loc = '//span[contains(text(),"Showing 1")]'
total_rest_raw = driver.find_element_by_xpath(total_rest_loc).text
total_rest = int(re.sub(r'Showing 1.*of\s','',total_rest_raw))
button1 = driver.find_element_by_xpath('//span[#class="filter-label filters-toggle js-all-filters-toggle show-tooltip"]')
button1.click()
time.sleep(1)
button2 = driver.find_element_by_xpath('//span[contains(text(),"Walking (1 mi.)")]')
button2.click()
time.sleep(2)
rest_num_loc = '//span[contains(text(),"Showing 1")]'
rest_num_raw = driver.find_element_by_xpath(rest_num_loc).text
rest_num = int(re.sub(r'Showing 1.*of\s','',rest_num_raw))
if total_rest==rest_num:
button3 = driver.find_element_by_xpath('//span[contains(text(),"Biking (2 mi.)")]')
button3.click()
time.sleep(2)
button4 = driver.find_element_by_xpath('//span[contains(text(),"Walking (1 mi.)")]')
button4.click()
time.sleep(2)
rest_num_loc = '//span[contains(text(),"Showing 1")]'
rest_num_raw = driver.find_element_by_xpath(rest_num_loc).text
rest_num = int(re.sub(r'Showing 1.*of\s','',rest_num_raw))
return(rest_num)
chromedriver = "/Applications/chromedriver" # path to the chromedriver executable
os.environ["webdriver.chrome.driver"] = chromedriver
chrome_options = Options()
# add headless mode
chrome_options.add_argument("--headless")
# turn off image loading
prefs = {"profile.managed_default_content_settings.images":2}
chrome_options.add_experimental_option("prefs",prefs)
driver = webdriver.Chrome(chromedriver, chrome_options=chrome_options)
for url in url_list:
yelp_data[url] = yelp_scraper(url)
json.dump(yelp_data, open('../data/yelp_json/yelp_data.json', 'w'), indent="\t")
driver.close()

Answer 1

EXAMPLE:
from selenium.common.exceptions import NoSuchElementException
for item in driver.find_elements_by_class_name('item'):
try:
model = item.find_element_by_class_name('product-model')
price = item.find_element_by_class_name('product-display-price')
title = item.find_element_by_class_name('product-title')
url = item.find_element_by_class_name('js-detail-link')
items.append({'model': model, 'price': price, 'title': title, 'url': url})
print (model.text, price.text, title.text, url.get_attribute("href"))
c = (model.text, price.text, title.text, url.get_attribute("href"))
a.writerow(c)
except NoSuchElementException:
#here you can do what you want to do when an element is not found. Then it'll continue with the next one.
b.close()