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Characterising content in web archives with Nanite 
William Palmer SCAPE Information Day British Library, UK, 14th July 2014
•When web sites are harvested they are stored in a container format 
•The main web archive container formats are ARC and WARC (an ISO standard) 
•They are effectively analogous to a zip file 
2 
Web Archives 
This work was partially supported by the SCAPE Project. The SCAPE project is co‐funded by the European Union under FP7 ICT‐2009.4.1 (Grant Agreement number 270137). 
WARC Container
•Web archives can hold billions of individual records 
•To answer deeper questions you have to determine what data is held 
•Not the same as a homogenous collection of images 
•Can contain everything and anything 
•Correctly formed files 
•Malformed files 
•Viruses 
•Unknown files? 
•You name it 
3 
Characterisation 
This work was partially supported by the SCAPE Project. The SCAPE project is co‐funded by the European Union under FP7 ICT‐2009.4.1 (Grant Agreement number 270137). 
? 
? 
? 
? 
JPG 
GIF 
TXT 
XLS
Nanite 
•Nanite is formed of two main modules 
•nanite-core: a Java API for the UK National Archives’ Droid 
•nanite-hadoop: WARC content characterisation using Hadoop 
•Apache Tika (Detector), Nanite-core & libmagic-jni (‘file’) 
•Optionally use Tika (Parsers); data output to sequence files 
•Also list server content type & file extension 
•Reuses: warc-hadoop-recordreaders (partially SCAPE)
Speed 
•Fast: for 1TB, 14k warcs, 93m files; mimetypes detected in 17 hours 
•Nanite has also been used at the Danish State and University Library 
•7.3TB data, 80k ARC files, 261m files 
•Identification using Droid and Tika 
•Characterisation using Tika 
•…in 32 hours 
•Same platform but using FITS (not using Hadoop, but parallelised): 
•12TB data, 100k ARC files, 400m files 
•An entire year of processing (8760 hours) 
Map 
Tika Identify 
Nanite/ Droid 
Libmagic 
Tika Parser
Stats 
•1370 different MIME types reported by the original servers 
•Tika detected 342 
•DROID detected 319 
•Additional information in this blog post: http://www.openplanetsfoundation.org/blogs/2014- 05-28-weekend-nanite
Visualising Characterisation Information 
•Nanite has an option to output C3PO compatible outputs 
•They can be directly loaded into C3PO for visualisation

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SCAPE Information Day at BL - Characterising content in web archives with Nanite

  • 1. Characterising content in web archives with Nanite William Palmer SCAPE Information Day British Library, UK, 14th July 2014
  • 2. •When web sites are harvested they are stored in a container format •The main web archive container formats are ARC and WARC (an ISO standard) •They are effectively analogous to a zip file 2 Web Archives This work was partially supported by the SCAPE Project. The SCAPE project is co‐funded by the European Union under FP7 ICT‐2009.4.1 (Grant Agreement number 270137). WARC Container
  • 3. •Web archives can hold billions of individual records •To answer deeper questions you have to determine what data is held •Not the same as a homogenous collection of images •Can contain everything and anything •Correctly formed files •Malformed files •Viruses •Unknown files? •You name it 3 Characterisation This work was partially supported by the SCAPE Project. The SCAPE project is co‐funded by the European Union under FP7 ICT‐2009.4.1 (Grant Agreement number 270137). ? ? ? ? JPG GIF TXT XLS
  • 4. Nanite •Nanite is formed of two main modules •nanite-core: a Java API for the UK National Archives’ Droid •nanite-hadoop: WARC content characterisation using Hadoop •Apache Tika (Detector), Nanite-core & libmagic-jni (‘file’) •Optionally use Tika (Parsers); data output to sequence files •Also list server content type & file extension •Reuses: warc-hadoop-recordreaders (partially SCAPE)
  • 5. Speed •Fast: for 1TB, 14k warcs, 93m files; mimetypes detected in 17 hours •Nanite has also been used at the Danish State and University Library •7.3TB data, 80k ARC files, 261m files •Identification using Droid and Tika •Characterisation using Tika •…in 32 hours •Same platform but using FITS (not using Hadoop, but parallelised): •12TB data, 100k ARC files, 400m files •An entire year of processing (8760 hours) Map Tika Identify Nanite/ Droid Libmagic Tika Parser
  • 6. Stats •1370 different MIME types reported by the original servers •Tika detected 342 •DROID detected 319 •Additional information in this blog post: http://www.openplanetsfoundation.org/blogs/2014- 05-28-weekend-nanite
  • 7. Visualising Characterisation Information •Nanite has an option to output C3PO compatible outputs •They can be directly loaded into C3PO for visualisation