CODEWITHSUNDEEP
javascriptpythonseleniumscrapy
titusAdam
titusAdam

Reputation: 809

Using Selenium + Scrapy

I'm trying to use scrapy with selenium to be able to interact with javascript and still have the powerful scraping framework that scrapy offers. I've written a script that visits http://www.iens.nl, enters "Amsterdam" in the search bar and then clicks on the search button succesfully. After clicking on the search button I want scrapy to retreive an element from the newly rendered page. Unfortunately scrapy doesn't return any values.

This is what my code looks like:

from selenium import webdriver
from scrapy.loader import ItemLoader
from scrapy import Request
from scrapy.crawler import CrawlerProcess
from properties import PropertiesItem
import scrapy


class BasicSpider(scrapy.Spider):
    name = "basic"
    allowed_domains = ["web"]
    # Start on a property page
    start_urls = ['http://www.iens.nl']

    def __init__(self):
        chrome_path = '/Users/username/Documents/chromedriver'
        self.driver = webdriver.Chrome(chrome_path)

    def parse(self, response):
        self.driver.get(response.url)
        text_box = self.driver.find_element_by_xpath('//*[@id="searchText"]')
        submit_button = self.driver.find_element_by_xpath('//*[@id="button_search"]')
        text_box.send_keys("Amsterdam")
        submit_button.click()

        l = ItemLoader(item=PropertiesItem(), response=response)
        l.add_xpath('description', '//*[@id="results"]/ul/li[1]/div[2]/h3/a/')

        return l.load_item()


process = CrawlerProcess()
process.crawl(BasicSpider)
process.start()

"properties" is another script that looks like this:

from scrapy.item import Item, Field

class PropertiesItem(Item):
    # Primary fields
    description = Field()

Q: How do I succesfully make scrapy find the element I call "description" by its xpath on the page selenium reached and return it as output?

Thanks in advance!

Upvotes: 2

Views: 7151

Answers (1)

eLRuLL
eLRuLL

Reputation: 18799

the response object you are assigning to your ItemLoader is the scrapy response, not Selenium's.

I would recommend creating a new Selector with the page source returned by selenium:

from scrapy import Selector
...

selenium_response_text = driver.page_source

new_selector = Selector(text=selenium_response_text)
l = ItemLoader(item=PropertiesItem(), selector=new_selector)
...

that way the add_xpath will get information from that response structure instead of scrapy (that you don't actually need).

Upvotes: 5

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