The KassandraMRHelper library provides necessary Record Readers, InputFormats and Mapper classes to help you with the process of reading data directly from Cassandra SSTables. By using this library you will avoid the sstable2json step. This library does not require a live Cassandra cluster.
KassandraMRHelper is compatible with Cassandra versions 2.x.
Relevant blog post
Building the Project
To build the example you can just run
mvn clean package
However there's three other maven profiles that may be of interest to you. The default one is set for EMR but there's a HadoopMapReduce (for running the example in a regular non EMR Hadoop cluster) and a local option for running it in eclipse or on a local Hadoop cluster.
Choosing a profile will write a property to knewton-site.xml named "com.knewton.mapreduce.environment" and you can then access it from the configuration and using the MREnvironment enum type.
To select a profile you can do:
mvn clean package -P HadoopMapReduce
You can use com.knewton.mapreduce.cassandra.WriteSampleSSTable in the test source packages to generate a sample SSTable with student events to use as input. To run it from the command line you can use:
java -cp ./KassandraMRHelper-0.1.jar:./KassandraMRHelper-0.1-tests.jar \ com.knewton.mapreduce.cassandra.WriteSampleSSTable
usage: WriteSampleSSTable [OPTIONS] <output_dir> -e,--studentEvents <arg> The number of student events per student to be generated. Default value is 10 -h,--help Prints this help message. -s,--students <arg> The number of students (rows) to be generated. Default value is 100.
Things To Watch Out For
- There's a property in knewton-site.xml named com.knewton.cassandra.backup.compression. You should set this to true only if you are reading from a backup SSTable location that has extra snappy compression on top of any cassandra compression scheme. If you're using Priam, for example, and have enabled compression in Cassandra then your tables are probably double compressed. You DO NOT need to set this property to true if you are using only the Cassandra compression since the library will auto detect that by the presence of the CompressionInfo.db file.
Contributions are always welcome and encouraged!
If you would like to contribute to this project, please contact the current project maintainer, or use the Github pull request feature.
The project maintainer is Giannis Neokleous
You can find the style files here
- Add SSTable RecordWriters and OutputFormats. This will directly write the
SSTables without the need of having a live cluster.
- Create cluster partitioners for partitioning keys based on the Cassandra ring topology.
Licensed under the Apache License 2.0. See the LICENSE file for more details.