Advanced Analytics with Spark Source Code

Code to accompany Advanced Analytics with Spark, by Sandy Ryza, Uri Laserson, Sean Owen, and Josh Wills.

Build

Apache Maven 3.0.5+ and Java 7+ are required to build. From the root level of the project, run mvn package to compile artifacts into target/ subdirectories beneath each chapter's directory.

Data Sets

• Chapter 2: https://archive.ics.uci.edu/ml/machine-learning-databases/00210/
• Chapter 3: http://www-etud.iro.umontreal.ca/~bergstrj/audioscrobbler_data.html
• Chapter 4: https://archive.ics.uci.edu/ml/machine-learning-databases/covtype/
• Chapter 5: http://kdd.ics.uci.edu/databases/kddcup99/kddcup99.html (do not use http://www.sigkdd.org/kdd-cup-1999-computer-network-intrusion-detection as the copy has a corrupted line)
• Chapter 6: http://dumps.wikimedia.org/enwiki/20150112/enwiki-20150112-pages-articles-multistream.xml.bz2
• Chapter 7: ftp://ftp.nlm.nih.gov/nlmdata/sample/medline/ (*.gz)
• Chapter 8: http://www.andresmh.com/nyctaxitrips/
• Chapter 9: (see ch09-risk/data/download-all-symbols.sh script)
• Chapter 10: ftp://ftp-trace.ncbi.nih.gov/1000genomes/ftp/data/HG00103/alignment/HG00103.mapped.ILLUMINA.bwa.GBR.low_coverage.20120522.bam
• Chapter 11: https://github.com/thunder-project/thunder/tree/v0.4.1/python/thunder/utils/data/fish/tif-stack