Handling form submission with Scrapy involves using the FormRequest
or FormRequest.from_response
methods. These methods create a new request that sends some form data.
Here's a step-by-step guide:
Identify the form you want to submit: To work with forms, you first need to understand the form structure in the HTML of the webpage. You can use browser tools to inspect the HTML and identify the form. Pay attention to the method (GET or POST) and the form field names.
Create a Spider: Create a new Scrapy spider. You can use the
scrapy startproject
command to start a new project, andscrapy genspider
to generate a new spider.Use FormRequest or FormRequest.from_response: Inside the spider, use
FormRequest
orFormRequest.from_response
to submit the form. If you have all the form details and want to manually define everything, you can useFormRequest
. If you want to automatically fill and submit a form from a response, you can useFormRequest.from_response
.
Here is a Python code snippet showing how to handle form submission with Scrapy:
import scrapy
class LoginSpider(scrapy.Spider):
name = 'example.com'
start_urls = ['http://www.example.com/users/login.php']
def parse(self, response):
return scrapy.FormRequest.from_response(
response,
formdata={'username': 'john', 'password': 'secret'},
callback=self.after_login
)
def after_login(self, response):
# check login succeed before going on
if "authentication failed" in response.body:
self.logger.error("Login failed")
return
# continue scraping with authenticated session...
In the above example, the parse
method uses FormRequest.from_response
to automatically find the login form in the response and fill the username and password fields.
The callback
parameter is a method to be called after the form is submitted. This is where you handle the response of the form submission. The after_login
method checks if the login was successful by looking for an "authentication failed" string in the response body.
Remember to replace 'http://www.example.com/users/login.php'
, 'john'
, 'secret'
, and "authentication failed"
with the actual URL, username, password, and failure message your form uses. If the form uses different field names for the username and password, you need to adjust 'username'
and 'password'
accordingly.