Project 5: Web Crawler
Interact with web services via HTTP
This assignment is intended to familiarize you with the HTTP protocol. HTTP is (arguably) the most important application level protocol on the Internet today: the Web runs on HTTP, and increasingly other applications use HTTP as well (including Bittorrent, streaming video, Facebook and Twitter’s social APIs, etc.).
Your goal in this assignment is to implement a web crawler that gathers data from a fake social networking website that we have set up for you. There are several educational goals of this project:
- To expose you to the HTTP protocol, which underlies a large (and growing) number of applications and services today.
- To let you see how web pages are structured using HTML.
- To give you experience implementing a client for a well-specified network protocol.
- To have you understand how web crawlers work, and how they are used to implement popular web services today.
What is a Web Crawler?
A web crawler (sometimes known as a robot, a spider, or a scraper) is a piece of software that automatically gathers and traverses documents on the web. For example, lets say you have a crawler and you tell it to start at https://www.wikipedia.com. The software will first download the Wikipedia homepage, then it will parse the HTML and locate all hyperlinks (i.e., anchor tags) embedded in the page. The crawler then downloads all the HTML pages specified by the URLs on the homepage, and parses them looking for more hyperlinks. This process continues until all of the pages on Wikipedia are downloaded and parsed.
Web crawlers are a fundamental component of today’s web. For example, Googlebot is Google’s web crawler. Googlebot is constantly scouring the web, downloading pages in search of new and updated content. All of this data forms the backbone of Google’s search engine infrastructure.
We have set up a fake social network for this project called Fakebook. Fakebook is a very simple website that consists of the following pages:
- Homepage: The Fakebook homepage displays some welcome text, as well as links to several random Fakebook users' personal profiles.
- Personal Profiles: Each Fakebook user has a profile page that includes their name, some basic demographic information, as well as a link to their list of friends.
- Friends List: Each Fakebook user is friends with one or more other Fakebook users. This page lists the user’s friends and has links to their personal profiles.
To browse Fakebook, you must first login with a username and password. Each student in CS3700 has had an account created in Fakebook; your username is your NU username and your password is your NUID (with any leading zeros). For example, if your NU email was “email@example.com” and your NUID was 001234567, your Fakebook username would be “a.mislove” and your password would be “001234567”.
Many web server administrators view crawlers as a nuisance, and they get very mad if they see strange crawlers traversing their sites. Only test your crawler against Fakebook, do not test it against any other websites.
Your goal is to collect 5 secret flags that have been hidden somewhere on the Fakebook website. The flags are unique for each student, and the pages that contain the flags will be different for each student. Since you have no idea what pages the secret flags will appear on, and the Fakebook site is very large (tens of thousands of pages), your only option is to write a web crawler that will traverse Fakebook and locate your flags.
Your web crawler must execute on the command line using the following syntax:
$ ./3700crawler <-s server> <-p port> <username> <password>
-p arguments are each optional and they represent the server and port your code should crawl, respectively. If either or both are not provided, you should use
www.3700.network for the server and 443 for the port. The arguments
password are used by your crawler to login to Fakebook. You may assume that the root page for Fakebook is available at
https://<server>:<port>/fakebook/. You may also assume that the login form for Fakebook is available at
Your web crawler should print exactly fives lines of output to STDOUT: the five secret flags discovered during the crawl of Fakebook, each terminated by a
\n character. Your web crawler should not print out anything other than those five flags. If your program encounters an unrecoverable error, it may print an error message before terminating.
Secret flags may be hidden on any page on Fakebook, their exact location on each page may be different, and pages may contain multiple flags. Each secret flag is a 64 character long sequences of random alphanumerics. All secret flags will appear in the following format (which makes them easy to identify):
<h3 class='secret_flag' style="color:red">FLAG: 64-characters-of-random-alphanumerics</h3>
Sockets, Ports, and TLS
Fakebook uses HTTPS, which means that the full protocol stack is HTTP over TLS over TCP. Thus, in this project, your web crawler will need to connect to Fakebook using a TCP socket wrapped in TLS. Note that in HTTPS, the TCP socket gets wrapped in TLS immediately after connection, before any HTTP protocol messages are sent. This is similar to the TLS version of the simple client you wrote in Project 1, where you needed to implement both a non-secure and secure version of your client.
By convention, HTTP uses TCP port 80 and HTTPS uses port 443. Thus, in this project, you will be connecting to Fakebook on port 443 unless the
-p option is specified.
HTTP and (Il)Legal Libraries
Part of the challenge of this assignment is that all HTTP request and response code must be written by the student, from scratch. In other words, you need to implement the ability to send HTTP/1.1 messages and parse HTTP responses. Students may use any available libraries to create socket connections, implement TLS, parse URLs, and parse HTML. However, you may not use any libraries/modules/etc. that implement HTTP or manage cookies for you. You may also not use any all-in-one scrapers, such as BeautifulSoup.
For example, if you were to write your crawler in Python, the following modules would all be allowed: socket, urllib.parse, html, html.parser, and xml. However, the following modules would not be allowed: urllib, urllib2, httplib, requests, pycurl, and cookielib.
Similarly, if you were to write your crawler in Java, it would not be legal to use java.net.CookieHandler, java.net.CookieManager, java.net.HttpCookie, java.net.HttpUrlConnection, java.net.URLConnection, URL.openConnection(), URL.openStream(), or URL.getContent().
If students have any questions about the legality of any libraries please post them to Piazza. It is much safer to ask ahead of time, rather than turn in code that uses a questionable library and receive points off for the assignment after the fact.
Very basic starter code for the assignment in python is available on the Khoury GitHub server. Provided is a simple implementation of a client that simply fetches the root page of the site using HTTP 1.0. Because it does not implement TLS, it receives an error form the server. To get started, you should create a copy of the starter code on your local machine (or on the Khoury Linux machines if you wish):
git clone https://github.khoury.northeastern.edu/cs3700/crawler-starter-code.git
Implementation Details and Hints
In this assignment, your crawler must implement HTTP/1.1 (not 0.9 or 1.0). This means that there are certain HTTP headers like
Host that you must include in your requests (i.e., they are required for all HTTP/1.1 requests). We encourage you to implement
Connection: Keep-Alive (i.e., pipelining) to improve your crawler’s performance (and lighten the load on our server), but this is not required, and it is tricky to get correct. We also encourage students to implement
Accept-Encoding: gzip (i.e., compressed HTTP responses), since this will also improve performance for everyone, but this is also not required. If you want to get crazy, you can definitely speed up your crawler by using multithreading or multiprocessing, but again this is not required functionality.
One of the key differences between HTTP/1.0 and HTTP/1.1 is that the latter supports chunked encoding. HTTP/1.1 servers may break up large responses into chunks, and it is the client’s responsibility to reconstruct the data by combining the chunks. Our server may return chunked responses, which means your client must be able to reconstruct them. To aid in debugging, you might consider using HTTP/1.0 for your initial implementation; once you have a working 1.0 implementation, you can switch to 1.1 and add support for chunked responses.
In order to build a successful web crawler, you will need to handle several different aspects of the HTTP protocol:
GET- These requests are necessary for downloading HTML pages.
POST- You will need to implement HTTP
POSTso that your code can login to Fakebook. As shown above, you will pass a username and password to your crawler on the command line. The crawler will then use these values as parameters in an HTTP
POSTin order to log-in to Fakebook.
POST, Fakebook will return a session cookie to your crawler. Your crawler should store this cookie, and submit it along with each HTTP
GETrequest as it crawls Fakebook. If your crawler fails to handle cookies properly, then your software will not be able to successfully crawl Fakebook.
In addition to crawling Fakebook, your web crawler must be able to correctly handle HTTP status codes. Obviously, you need to handle
200 - OK, since that means everything is okay. Your code must also handle:
302 - Found: This is as an HTTP redirect. Your crawler should try the request again using the new URL given by the server in the Location header.
403 - Forbiddenand
404 - Not Found: Our web server may return these codes in order to trip up your crawler. In this case, your crawler should abandon the URL that generated the error code.
503 - Service Unavailable: Our web server may randomly return this error code to your crawler. In this case, your crawler should re-try the request for the URL until the request is successful.
If you encounter HTTP
500 errors, please contact the course staff. These may be legitimate bugs in our server software and are not intentional.
I highly recommend the HTTP Made Really Easy tutorial as a starting place for students to learn about the HTTP protocol. Furthermore, the developer tools built-in to Chrome and Firefox are both excellent for inspecting and understanding HTTP requests.
In addition to HTTP-specific issues, there are a few key things that all web crawlers must do in order function:
- Track the Frontier: As your crawler traverses Fakebook it will observe many URLs. Typically, these uncrawled URLs are stored in a queue, stack, or list until the crawler is ready to visit them. These uncrawled URLs are known as the frontier.
- Watch Out for Loops: Your crawler needs to keep track of where it has been, i.e., the URLs that it has already crawled. Obviously, it isn’t efficient to revisit the same pages over and over again. If your crawler does not keep track of where it has been, it will almost certainly enter an infinite loop. For example, if users A and B are friends on Fakebook, then that means A’s page links to B, and B’s page links to A. Unless the crawler is smart, it will ping-pong back and forth going A->B, B->A, A->B, B->A, …, etc. If you find that your crawler does not find all of its flags and keeps running, you are likely stuck in such a loop.
- Only Crawl The Target Domain: Web pages may include links that point to arbitrary domains (e.g., a link on google.com that points to cnn.com). Your crawler should only traverse URLs that point to pages on the specified server (e.g., www.3700.network, if no
-sis provided). For example, it would be valid to crawl https://www.3700.network/fakebook/018912/, but it would not be valid to crawl https://www.facebook.com/018912/. Your code should check to make sure that each URL has a valid domain before you attempt to visit it.
Logging in to Fakebook
In order to write code that can successfully log-in to Fakebook, you will need to reverse engineer the HTML form on the log-in page. Students should carefully inspect the form’s code, since it may not be as simple as it initially appears. The key acronym you should be on the lookout for is CSRF.
You can write your code in whatever language you choose, as long as your code compiles and runs on Gradescope. Do not use libraries that are disallowed for this project. Similarly, your code must compile and run on the command line. You may use IDEs (e.g., Eclipse) during development, but do not turn in your project without a Makefile. Make sure you code has no dependencies on your IDE. We provide starter code in Python; you are welcome to use this, but if you decide use another language, you will need to port the starter code to your language yourself.
The grading in this project will consist of
|Item||Percentage of Grade|
|Correct flags submitted||15%|
|Style and documentation||15%|
Submitting Your Project
To turn-in your project, you must submit the following four things:
- The thoroughly documented source code for your crawler. It should be named
3700crawler, or if you are using a compiled language, your Makefile should compile an executable
Makefilethat compiles your code.
- A plain-text (no Word or PDF)
README.mdfile. In this file, you should briefly describe your high-level approach, any challenges you faced, and an overview of how you tested your code.
- A file called
secret_flags. This file should contain the secret flags of all group members, one per line, in plain ASCII. For example, a group of two should have a file with exactly ten lines in it.
secret_flags file, source code, etc. should all be placed in the root of a compressed archive (e.g., a .zip or .tar.gz) and then uploaded to Gradescope. Do not use the archive option on a Mac – Gradescope does not parse these archives. Instead, use the
zip program on the command line. Alternatively, you can check all these items into Github, download a zip file from Github, and submit that to Gradescope.