I need to screen scrape some data from a website, because it isn't available via their web service. When I've needed to do this previously, I've written the Java code myself using Apache's HTTP client library to make the relevant HTTP calls to download the data. I figured out the relevant calls I needed to make by clicking through the relevant screens in a browser while using the Charles web proxy to log the corresponding HTTP calls.
As you can imagine this is a fairly tedious process, and I'm wodering if there's a tool that can actually generate the Java code that corresponds to a browser session. I expect the generated code wouldn't be as pretty as code written manually, but I could always tidy it up afterwards. Does anyone know if such a tool exists? Selenium is one possibility I'm aware of, though I'm not sure if it supports this exact use case.
Thanks,
Don
I would also add +1 for HtmlUnit since its functionality is very powerful: if you are needing behaviour 'as though a real browser was scraping and using the page' that's definitely the best option available. HtmlUnit executes (if you want it to) the Javascript in the page.
It currently has full featured support for all the main Javascript libraries and will execute JS code using them. Corresponding with that you can get handles to the Javascript objects in page programmatically within your test.
If however the scope of what you are trying to do is less, more along the lines of reading some of the HTML elements and where you dont much care about Javascript, then using NekoHTML should suffice. Its similar to JDom giving programmatic - rather than XPath - access to the tree. You would probably need to use Apache's HttpClient to retrieve pages.
The manageability.org blog has an entry which lists a whole bunch of web page scraping tools for Java. However, I do not seem to be able to reach it right now, but I did find a text only representation in Google's cache here.
You should take a look at HtmlUnit - it was designed for testing websites but works great for screen scraping and navigating through multiple pages. It takes care of cookies and other session-related stuff.
I would say I personally like to use HtmlUnit and Selenium as my 2 favorite tools for Screen Scraping.
A tool called The Grinder allows you to script a session to a site by going through its proxy. The output is Python (runnable in Jython).
Related
I am trying to scrape a website, using Web Client, i am able to get the data on the first page and parse it, but I do not know how to read the data on the second page, the website is calling a java script to navigate to the second page. Can anyone suggest me how do I get the data from the next pages?
Thanks in advance
The problem you're going to have is while you (a person) can read the JavaScript in the first page and see it is navigating to another page, having the computer do this is going to be hard.
If you could identify the block of code performing the navigation, you would then need to execute it in such a way that allowed your program to extract the URL. This again is going to be very specific to the structure of the JavaScript and would require a person to identify this.
In short, I think you're dead in the water with this one, though it serves as a good example of why the Unobtrusive JavaScript concept is so important.
This framework integrates HtmlUnit with its headless javascript enabled browser to fully support scriping multiple pages in the same WebClient session: https://github.com/subes/invesdwin-webproxy
I'm using PHP to scrape some information off webpages, however, I've discovered that the info I'm trying to scrape from the pages is loading through some manner of AJAX/javascript. I thought I remembered that Curl could iterate through the javascript, but I've found that that's not the case.
I seem to remember some sort of backend "web browser" library/function that could trace through javascript and AJAX, to get at a final page result of what a full-functioned browser would arrive at.
Is there a library or function that can do this? Any ideas on how to go about this, other than having to manually trace through the scripts/redirects myself? It doesn't have to be pretty -- I'm just looking to scrape the resulting text.
Maybe not in php but in other languages there's: Watir/WatiN, selenium, watir/selenium-webdriver, capybara-webkit, celerity, node.js runs js directly, as well as phantomjs. There's also iMacros and similar commercial options.
But I usually find that I can get the data I want without any of these by just looking at the requests the page is making and recreate them/parsing the response.
I don't think there is such a library. If you're really desperate and you have lots of time on your hands, then you can, of course, download source code of Firefox, for example, and build yourself something useful. However I don't think this is going to be the best use of yours or anybody else's resources.
Note that even google's indexing bot does not process ajax. Here is what Google has to say about it. It's quite possible that the site you're dealing with does support this, in which case you can try using this google's technique, but on the whole, unfortunately, you're out of luck.
I'm not sure if this is possible but I would like to retrieve some data from a web page that uses Javascript to render data. This would be from a linux shell.
What I am able to do now:
http post using curl/lynx/wget to login and get headers from command line
use headers to get into 'secure' locations in the webpage on command line
However, the only elements that are rendered on the page are the static html. Most of the info I need are rendered dynamically with js (albeit eventually as a html as well) and don't show up on a command line browser. I understand the issue is with the lack of a js interpreter.
As such... some workarounds I thought might be possible are:
calling full browsers from command line and somehow passing the info back to stdout. this would mean that I have to be able to POST.
passing the headers (with session info, etc...) i got from curl to one of these full browsers and again dumping the output html back to stdout. it could very be a printscreen function on the window if all else fails.
a pure java solution would be OK too.
Anyone has any experience doing something similar and succeeding?
Thanks!
You can use WebDriver to do, just that you need have web browser installed. There are other solution as well such as Selenium and HtmlUnit (without browser but might behave differently).
You can find example of Selenium project at here.
WebDriver
WebDriver is a tool for writing automated tests of websites. It aims
to mimic the behaviour of a real user, and as such interacts with the
HTML of the application.
Selenium
Selenium automates browsers. That's it. What you do with that power is
entirely up to you. Primarily it is for automating web applications
for testing purposes, but is certainly not limited to just that.
Boring web-based administration tasks can (and should!) also be
automated as well.
HtmlUnit
HtmlUnit is a "GUI-Less browser for Java programs". It models HTML
documents and provides an API that allows you to invoke pages, fill
out forms, click links, etc... just like you do in your "normal"
browser.
I would recommend use WebDriver because it is not required standalone server like Selenium, while for HtmlUnit might suitable if you dont want install browser without worry about Xvfb in headless environment.
You might want to see what Selenium can do for you. It has numerous language drivers (Java included) that can be used to interact with the browser to process content typically for testing and verification purposes. I'm not exactly sure how you can get exactly what you are looking for out of it but wanted to make you aware of its existence and potential.
This is impossible unless you setup a websocket, and even like this I guess it really depends.
Could you detail your objective? For my personal curiosity :-)
I am looking to develop an app that will take login details from the user, go to a website, login, return values on the web page and then display them to the user on the phone.
Does java have this functionallity? Will I need to use javascript instead maybe? do these answers depend on the website that I am trying to access?
In my head I figure that I could just read in the paramaters as strings or chars, parse the webpage for the appropriate form and "paste" the appropriate value into the form "box". However, I have never attempted anything like this with coding so I am completely new to the idea and dont really know where to start. I tried googling around but any information that I found was either irrelevant or conflicting.
I'm not looking for the code to do it because I will not really learn anythig from that but a finger in the right direction would be great. I really do want to try get better at programming so that's why I've started to give myself these little side projects
Any help that can be offered would be great
Ian,
You can try using http-client (http://hc.apache.org/httpclient-3.x/) lib from apache. It lets to pro grammatically access a website (from a Java code). You will need to do the following things
Use the http-client lib to POST the data to the web site.
Receive the html response.
Use some html parser or xpath to retrieve the values from the response html.
You would need a script which accesses the webpage and enters the data, but in my opinion this is illegal. Because you are accessing a secured area and are able to look into sensitive data. Also accessing the page via a script is "botting" - most pages have safety precautions to prevent the execution of scripts, because most of them are harmful.
In my opinion there is no legal and easy solution to this.
I would like to open a webpage and run a javascript code from within a java app.
For example I would like to open the page www.mytestpage.com and run the following javascript code:
document.getElementById("txtEmail").value="test#hotmail.com";
submit();
void(0);
This works in a browser...how can I do it programatically within a java app?
Thanks!
You can use Rhino to execute JavaScript but you won't have a DOM available - i.e. document.getElementById() would work.
You can use HTML Unit (headless) or WebDriver/Selenium (Driving a browser) to execute JavaScript in an environment that has a DOM available.
I'm not sure what you are looking for but I assume that you want to write automated POST request. This can be done in with Http Client library. Only you have to set appropriate request (POST or GET) parameters.
Look at examples - with this library you can do basic authentication or post files too.
Your question is a bit ambiguous, as we don't know the position of the Java program.
If that's a Java applet inside your page, you should look at Java<->JavaScript interaction, it works well.
If you need a separate Java program to control a browser, like sending a bookmarklet in the address bar (as one of your tags suggests), it is a bit harder (depends on target browser), perhaps look at the Robot class.
There's Rhino JS engine written in Java that you can run on app server such as Tomcat and feed JS to, however - it's not clear what are you trying to do with this?
There's also Envjs simulated browser environment which is based on Rhino but complete enough to run jQuery and/or Prototype
DWR (and other frameworks) now support "reverse ajax." The general idea is that you use one of three methods to communicate back to the client:
Comet (long-lived https session)
Polling
opportunistic / piggy-back (i.e. next time a request comes from the client, append your js call)
Regardless of method (which is typically a configuration-time decision and not a coding issue), you will have full access to any/all js calls you want to make.
Check out the reference page from DWR to get a pretty good explanation.