From the following link I cannot scrape data because requests work on source page but this site don't have required data in the python generated source page.
I am using requests.get method.
https://www.rcsb.org/search?request=%7B%22query%22%3A%7B%22parameters%22%3A%7B%22value%22%3A%22hbb%22%7D%2C%22type%22%3A%22terminal%22%2C%22service%22%3A%22text%22%2C%22node_id%22%3A0%7D%2C%22return_type%22%3A%22entry%22%2C%22request_options%22%3A%7B%22pager%22%3A%7B%22start%22%3A0%2C%22rows%22%3A25%7D%2C%22scoring_strategy%22%3A%22combined%22%2C%22sort%22%3A%5B%7B%22sort_by%22%3A%22score%22%2C%22direction%22%3A%22desc%22%7D%5D%7D%2C%22request_info%22%3A%7B%22src%22%3A%22ui%22%2C%22query_id%22%3A%229185f4458c49741d6003f0a9aa8935c2%22%7D%7D
Can any one help me out?
Thanks in advance.
That site is built dynamically using Javascript. You will have to use something like Selenium, which uses a Chrome browser in the background to run the Javascript. The requests-HTML module does the same thing in a way familiar to requests users.
Related
Let say I am making a python request
url = "https://www.google.com"
r = requests.get(url)
Is there any method for getting all the network requests needed to load such a website, for example, those listed in the inspect element tool in chrome? I believe that I could achieve the same effect using Selenium, but is there any library or method that I could use to simply get all the network requests/network responses when requesting a URL.
Selenium Wire may be worth a try. I haven't been able to find much else in this space either.
https://github.com/wkeeling/selenium-wire
Selenium Wire extends Selenium's Python bindings to give you access to the underlying requests made by the browser. You author your code in the same way as you do with Selenium, but you get extra APIs for inspecting requests and responses and making changes to them on the fly.
This article describes more HTTP Request packages that may have similar capabilities or related extensions.
https://www.twilio.com/blog/5-ways-http-requests-python
I am running some crawls in order to test if the results I get deviate. For this effort I created two test suites, the first one I created with the requests and BeautifulSoup library, the other one is based on selenium. I would like to find out, if pages detect both bots in the same way.
But I am still unsure if I am right, by assuming that requests and BeautifulSoup are independent from Selenium.
I hope its not a dump question, but I haven't find any proper answer yet (maybe because of the wrong keywords). However, any help would be appreciated.
Thanks in advance
I checked the requests documentation. I wrote a mail to the developer, without any answer. And of course I checked on google. I found something about scrapy vs selenium but well... are requests and BeautyfulSoup related to scrapy?
The python requests module does not use Selenium, neither does BeautifulSoup. Both will run independent of a web browser. Both are pure python implementations.
Selenium automates browsers, so you'll present to a web service with the user-agent string and other variables that the browser you choose to drive with Selenium would present.
You can specify user-agent string when you use requests, or not, but requests doesn't drive a browser inherently, so you'll be presenting as a different entity from the user-agent perspective, like python-requests/2.18.4.
BeautifulSoup is a parser, and so it presents to a web service through another library (like requests); it doesn't have its own native presentation.
I need to scrape a site with python. I obtain the source html code with the urlib module, but I need to scrape also some html code that is generated by a javascript function (which is included in the html source). What this functions does "in" the site is that when you press a button it outputs some html code. How can I "press" this button with python code? Can scrapy help me? I captured the POST request with firebug but when I try to pass it on the url I get a 403 error. Any suggestions?
In Python, I think Selenium 1.0 is the way to go. It’s a library that allows you to control a real web browser from your language of choice.
You need to have the web browser in question installed on the machine your script runs on, but it looks like the most reliable way to programmatically interrogate websites that use a lot of JavaScript.
Since there is no comprehensive answer here, I'll go ahead and write one.
To scrape off JS rendered pages, we will need a browser that has a JavaScript engine (e.i, support JavaScript rendering)
Options like Mechanize, url2lib will not work since they DO NOT support JavaScript.
So here's what you do:
Setup PhantomJS to run with Selenium. After installing the dependencies for both of them (refer this), you can use the following code as an example to fetch the fully rendered website.
from selenium import webdriver
driver = webdriver.PhantomJS()
driver.get('http://jokes.cc.com/')
soupFromJokesCC = BeautifulSoup(driver.page_source) #page_source fetches page after rendering is complete
driver.save_screenshot('screen.png') # save a screenshot to disk
driver.quit()
I have had to do this before (in .NET) and you are basically going to have to host a browser, get it to click the button, and then interrogate the DOM (document object model) of the browser to get at the generated HTML.
This is definitely one of the downsides to web apps moving towards an Ajax/Javascript approach to generating HTML client-side.
I use webkit, which is the browser renderer behind Chrome and Safari. There are Python bindings to webkit through Qt. And here is a full example to execute JavaScript and extract the final HTML.
For Scrapy (great python scraping framework) there is scrapyjs: an additional downloader handler / middleware handler able to scraping javascript generated content.
It's based on webkit engine by pygtk, python-webkit, and python-jswebkit and it's quite simple.
We have developed a web based application, with user login etc, and we developed a python application that have to get some data on this page.
Is there any way to communicate python and system default browser ?
Our main goal is to open a webpage, with system browser, and get the HTML source code from it ? We tried with python webbrowser, opened web page succesfully, but could not get source code, and tried with urllib2, in that case, i think we have to use system default browser's cookie etc, and i dont want to this, because of security.
https://pypi.python.org/pypi/selenium
You can try to use Selenium, he was done for testing, but nothing prevents you from using it for other purposes
If your web site is navigable without Javascript, then you could try Mechanize or zope.testbrowser. These tools offer a higher level API than urllib2, letting you do things like follow links on pages and fill out HTML forms.
This can be helpful in navigating a site that uses cookie based authentication with HTML forms for login, for example.
Have a look at the nltk module---they have some utilities for looking at web pages and getting text. There's also BeautifulSoup, which is a bit more elaborate. I'm currently using both to scrape web pages for a learning algorithm---they're pretty widely used modules, so that means you can find lots of hints here :)
hi im building a scraper using python 2.5 and beautifulsoup
but im stuble upon a problem ... part of the web page is generating
after user click on some button, whitch start an ajax request by calling specific javacsript function using proper parameters
is there a way to simulate user interaction and get this result? i come across a mechanize module but it seems to me that this is mostly used to work with forms ...
i would appreciate any links or some code samples
thanks
ok so i have figured it out ... it was quite simple after i realised that i could use combination of urllib, ulrlib2 and beautifulsoup
import urllib, urllib2
from BeautifulSoup import BeautifulSoup as bs_parse
data = urllib.urlencode(values)
req = urllib2.Request(url, data)
res = urllib2.urlopen(req)
page = bs_parse(res.read())
No, you can't do that easily. AFAIK your options are, easiest first:
Read the AJAX javascript code yourself, as a human programmer, understand it, and then write python code to simulate the AJAX calls by hand. You can also use some capture software to capture requests/responses made live and try to reproduce them with code;
Use selenium or some other browser automation tool to fetch the page on a real web browser;
Use some python javascript runner like spidermonkey or pyv8 to run the javascript code, and hook it to your copy of the HTML dom;