VIRGINIA TECH BLACKSBURG CS 4624 MUSTAFA ALY & GASPER GULOTTA CLIENT: MOHAMED MAGDY IDEAL Pages.

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Presentation transcript:

VIRGINIA TECH BLACKSBURG CS 4624 MUSTAFA ALY & GASPER GULOTTA CLIENT: MOHAMED MAGDY IDEAL Pages

BACKGROUND  The IDEAL Project aims to provide convenient access to webpages related to various types of disasters  Currently this information is stored in about 10TB of Web Archives  Need to extract this information efficiently and index it  Provide a user interface for easy to use access

IDEAL PROJECT – (BORROWED FROM SUNSHIN LEE)

SOLUTION APPROACH  Automate the process of:  Extracting the Web Archives (.warc files)  HTML parsing and indexing into Solr  Use of Hadoop for distributed processing  Webpages for displaying Solr search results and sorting disasters by category  Make the process reusable on other archives

PROJECT ARCHITECTURE Event crawled by Heratrix Cralwer WARC Files Webpage Files HTML Files Solr Hadoop Interface Browsing Visualizing Categories

OUR ROLES .warc file extraction  Filtering of HTML files  Text extracting from HTML files  Indexing information into Solr  Map/Reduce Script for Hadoop

WORK COMPLETED  Set up Python environment  Obtained a set of test.warc files  Simplified the process of extracting a.warc file  Identification of HTML files from the resulting extraction  Expand process of extracting.warc files to multiple files/directories  Extracting text from HTML files  Indexing information into Solr

EXTRACTING WARC FILE  Integrated Hanzo Warc Tools ( tools/0.2) tools/0.2  Only takes one warc file at a time  Unpacks warc file into HTTP folder and HTTPS folder  Creates text file to be used later  Created script to allow for full directory to be unpacked

WARC EXTRACTION EXAMPLE OUTPUT warc_filewarc_con_l en warc_uri _date warc_subject_uriuri_content_typeoutfile fn.warc.gz fn2.warc.gz fn3.warc.gz

HTML EXTRACTION  Find HTML documents based on uri_content_type column in text file  Use the outfile column to locate where the file is an extract HTML file

INDEXING FILES INTO SOLR  Text extracted from HTML files using BeautifulSoup4 (  Indexed into Solr using solrpy (  Use fields for:  id  content  collection_id  event  event_type  URL  wayback_URL

WORK REMAINING  Work with client to integrate the process with Hadoop

QUESTIONS?