Date post: | 17-Dec-2014 |
Category: |
Technology |
Upload: | markkerzner |
View: | 2,109 times |
Download: | 1 times |
FreeEed
Open source eDiscovery with Hadoop
Background of eDiscovery
• Preservation• Discovery request• Production
EDRM
What does FreeEed do now?
Processing:
• Text extraction• Metadata extraction• Culling • Deliver load file• Deliver native documents
What will FreeEed do soon?
•Review•Analysis•Production•Presentation
What else can FreeEed do?
•Preservation•Collection
Why can FreeEed do all of that?
• Big Data technologiesoStorageoProcessing
• Open source toolsoText/metadata extractionoOCR
Advantages of open source approach
• Easy reach• Modern technologies• Sharing spirit• Community support• Integrate or use any way you
want
Three ways to run FreeEed
1.Standalone on Linux–Private Linux cluster–Amazon cloud, controlled from
your laptop (Windows, Mac, or Linux) - coming soon
FreeEed Architecture
• Staging (zip files)• Text/metadata extraction• Culling• TIFFing or PDF• Post-processing
Staging
• One zip file per node (computer/server)
• Size controls load balancing• Big enough to make sense• Small enough to tolerate failure
Text and Metadata
• Tika• Umbrella for extractors• Hundreds of file formats• Just one line of code: String text = tika.parseToString(inputStream, metadata);
Culling
• Selecting only responsive documents• Lucene - open source search • Flexible search queries • Search in memory• Two lines of code:
Searcher searcher = new IndexSearcher(idx); isResponsive = search(searcher, queryString);
TIFF/PDF
• OpenOffice• LibreOffice• Admittedly, TIFFing is hard• Open source answer: it is what it is• Perfectionist answer: commercial
filters
Database use (HBase or Cassandra)
For example, find all authors
1.Document -> Author–Key = Author, Value = None–Author can be overwritten–The "Authors" row has all Authors
So, practically
Command-line
java -jar dist/FreeEed.jar -param_file my.freeeed.properties
or GUI
1-2-3
• Install Ubuntu• Download FreeEed• Run the program• Ask for more features
Install Ubuntu
Download and unzip FreeEed
Enjoy