Code to accompany Advanced Analytics with Spark, by Juliet Hougland, Uri Laserson, Sean Owen, Sandy Ryza, and Josh Wills.
The source to accompany the 1st edition may be found in the
1st-edition branch.
The source to accompany the 2nd edition is found in this, the default
master branch.
Apache Maven 3.2.5+ and Java 8+ 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.
- 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: https://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: https://dumps.wikimedia.org/enwiki/20160901/enwiki-20160901-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.shscript) - Chapter 10: ftp://ftp.ncbi.nih.gov/1000genomes/ftp/phase3/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
