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Scraping zocdoc using Scrapy and Selenium
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import time | |
from scrapy import Spider, Request | |
from zocdoc.items import ZocdocItem | |
from scrapy_splash import SplashRequest | |
from scrapy.http import HtmlResponse | |
from selenium import webdriver | |
class ZocdocreviewsSpider(Spider): | |
name = 'zocdocReviews' | |
allowed_url = ['https://www.zocdoc.com'] | |
start_urls = ['https://www.zocdoc.com/profiles/new-york'] | |
def parse(self, response): | |
links = response.xpath('//a[@class="sc-2gkh1u-3 jBFlDB"]/@href').extract() | |
links = ['https://www.zocdoc.com' + link for link in links] | |
for url in links: | |
yield SplashRequest(url=url, callback=self.parse_details, args = {"wait": 2}, endpoint = "render.html") | |
def parse_details(self,response): | |
options = webdriver.ChromeOptions() | |
options.add_argument('--ignore-certificate-errors') | |
options.add_argument('--incognito') | |
options.add_argument('--headless') | |
driver = webdriver.Chrome("/Users/mahsa/Downloads/chromedriver", options=options) | |
driver.get(str(response).split(" ")[1].split(">")[0]) | |
more_result_button = driver.find_elements_by_class_name("sc-9l12hz-3") | |
for x in range(len(more_result_button)): | |
if more_result_button[x].is_displayed(): | |
driver.execute_script("arguments[0].click();", more_result_button[x]) | |
time.sleep(1) | |
response = HtmlResponse(driver.current_url, body=driver.page_source, encoding='utf-8') | |
doctor = response.xpath('//span[@itemprop="name"]/text()').extract_first() | |
doctor_type = response.xpath('//a[@class="sc-1s83c7v-14 etQBIp esebpo-0 QHonW"]/text()').extract_first() | |
print(doctor) | |
print(doctor_type) | |
print("$"*50) | |
#num_reviews = response.xpath('//button[@class="sc-15uikgc-4 fQcwri yglqz4-2 DGjwB"]/span/text()').extract_first() | |
reviews = response.xpath('//div[@class="sc-9l12hz-1 gZBRFb"]') | |
for review in reviews: | |
text = review.xpath('.//*[@class="sc-1ct2r0d-0 iWexcg"]/span/div/p/span/text()').extract_first() | |
name = review.xpath('.//*[@class="sc-1ct2r0d-0 iWexcg"]/span/div/span/span/text()').extract_first() | |
rating = review.xpath('.//*[@class="sc-17gvxzw-0 eWWPgI sc-14oxdvn-0 dtrCpT"]/@data-rating').extract() | |
item = ZocdocItem() | |
item['doctor'] = doctor | |
item['doctor_type'] = doctor_type | |
item['name'] = name | |
item['text'] = text | |
item['rating'] = rating | |
yield item |
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