Crawling Assignment. Introduction to Information Retrieval CS 150 Donald J. Patterson

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Transcription:

Introduction to Information Retrieval CS 150 Donald J. Patterson Content adapted from Hinrich Schütze http://www.informationretrieval.org

Robust Crawling A Robust Crawl Architecture DNS Doc. Fingerprints Robots.txt URL Index WWW Fetch Parse Seen? URL Filter Duplicate Elimination URL Frontier Queue

Setting up Eclipse Create a new java project in Eclipse

Setting up Eclipse Create a new java project in Eclipse In your src folder, put your code from the Text Processing assignment

Setting up Eclipse Create a new java project in Eclipse In your src folder, put your code from the Text Processing assignment Download crawler4j s code (yasserg on github) Maven crawler4j and crawler4j's dependencies crawler4j with dependences

Setting up Eclipse Create a "lib" folder as a sibling to your "src" folder

Setting up Eclipse Create a "lib" folder as a sibling to your "src" folder Put all the jars into the "lib" folder

Setting up Eclipse Create a "lib" folder as a sibling to your "src" folder Put all the jars into the "lib" folder Refresh Eclipse ("F5"), so that Eclipse becomes aware of the new files on your hard disk

Setting up Eclipse Right-click on your project name and select "Properties" Choose "Java Build Path" Select the "Libraries" Tab Select "Add jars" and add all the jars that you downloaded to your project. This allows your code to use the methods and objects that are defined in those jar files

Setting up Eclipse Now, make sure you are using java 1.7 to compile with. In the screen shot that shows up as JavaSE-1.7. Also make sure you have "JUnit 4". Those are system Libraries that tell Eclipse how to run and compile your program. If you have the wrong things there, select them, then "Remove", then "Add Library" and a "JRE System Library" and/or a "JUnit Library"

Running on wcpkneel First you must have an account on wcpkneel Prof. Patterson has to set that up for you

Running on wcpkneel Export as a runnable jar Run your program on your local machine to create a run profile Export your project as a "Runnable Jar A runnable jar packages all the required libraries into one big.jar file so you don't have to deal with moving them separately. That's convenient, but it probably violates licensing agreements. Don't do that with code you plan on distributing. The launch configuration is asking what "main" you want the runnable jar to start from. If you tested your program in Eclipse, you should have an option in the dropdown

Running on wcpkneel

Running on wcpkneel

Running on wcpkneel Make sure you update any hardcoded file path names to reflect the arrangement on wcpkneel

Running on wcpkneel Now you need to open a terminal window on wcpkneel I use "ssh" to login to the remote machine. If you are on Windows you will need to use PuTTY

Running on wcpkneel Now you have to move the jar you just made to wcpkneel On a Mac you can do that with "sftp" from a Terminal. On windows use WinSCP Now you need to open a terminal window on wcpkneel I use "ssh" to login to the remote machine. If you are on Windows you will need to use PuTTY

Running on wcpkneel Once there use "ls" to see if your jar made it okay Then make sure you are using the right version of java. java -version start a screen terminal with screen

Running on wcpkneel Then use the command nice -n 19 java -Xmx1024M -jar <myjar.jar> <args> to start your crawler. nice is a command that reduces resource usage The -Xmx command tells java how much memory to use while crawling. You shouldn't need too much because the frontier is kept on disk.

Running on wcpkneel Once you are happy everything is going okay, detach from the screen with Ctrl-A then "d" This will send you back to the real terminal If you logout with the "exit" command then your crawler is still running away. You need to make sure you are monitoring it.

Running on wcpkneel To go back to it, log in to wcpkneel Type "screen -r" and you will reattach to the virtual screen that your crawler is running in. If you hit Ctrl-C it will kill your process, or you can just look at any output that you are generating. Hit Ctrl-A then "d" to detach again, as often as you like

Using Crawler4j What is it? crawler4j is an open source web crawler for Java which provides a simple interface for crawling the Web. Using it, you can setup a multi-threaded web crawler in few minutes.

Using Crawler4j How do you use it You need to create a crawler class that extends WebCrawler. This class decides which URLs should be crawled and handles the downloaded page.

Using Crawler4j WebCrawler Class This method receives two parameters. The page in which we have discovered this new url The second parameter is the new url. You should implement this function to specify whether the given url should be crawled or not Based on the destination URL Based on the file type Based on the referring page Based on whatever logic you want to use.

Using Crawler4j WebCrawler Class This function is called when a page is fetched and ready to be processed by your program.

Using Crawler4j WebCrawler Class Useful methods in Page getweburl().geturl(); getparsedata(); returns a type based on the data in the page HtmlParseData gettext(); gethtml(); getoutgoingurls();

Using Crawler4j Controller Class Contains the main that you want to run

Using Crawler4j Controller Class Specify where to keep the queues, the frontier, the robots files, etc. /share/bigspace/cs128-1-f17/<username>

Using Crawler4j Controller Class Set up the components of the crawl

Using Crawler4j Controller Class Add a seed URL Repeat to add more

Using Crawler4j Controller Class Start the crawl This is a blocking operation

Using Crawler4j Configuration Options Set a maximum depth of crawling 0 crawls only the seed pages

Using Crawler4j Configuration Options Set a maximum depth of crawling

Using Crawler4j Configuration Options If you suspect that you might crash or have a long running crawl, you can inform crawler4j to maintain state and restart

Using Crawler4j Configuration Options User-agent string