Asakusa is a full stack framework for distributed/parallel computing, which provides with a development platform and runtime libraries supporting various distributed/parallel computing environments such as Hadoop, Spark, M3 for Batch Processing, and so on. Users can enjoy the best performance on distributed/parallel computing transparently changing execution engines among MapReduce, SparkRDD, and C++ native based on their data size.
Other than query-based languages, Asakusa helps to develop more complicated data flow programs more easily, efficiently, and comprehensively due to following components.
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Data-flow oriented DSL
Data-flow based approach is suitable for DAG constructions which is appropriate for distributed/parallel computing. Asakusa offers Domain Specific Language based on Java with data-flow design, which is integrated with compilers.
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Compilers
A multi-tier compiler is supported. Java based source code is once compiled to inter-mediated representation and then optimized for each execution environments such that Hadoop(MapReduce), Spark(RDD), M3 for Batch Processing(C++ Native), respectively.
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Data-Modeling language
Data-Model language is supported, which is comprehensive for mapping with relational models, CSVs, or other data formats.
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Test Environment
JUnit based unit testing and end-to-end testing are supported, which are portable among each execution environments. Source code, test code, and test data are fully compatible across Hadoop, Spark, M3 for Batch Processing and others.
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Runtime execution driver
A transparent job execution driver is supported.
All these features have been well designed and developed with the expertise from experiences on enterprise-scale system developments over decades and promised to contribute to large scale systems on distributed/parallel environments to be more robust and stable.
./mvnw install -DskipTests
- Install Hadoop with local-mode settings
- Set
hadoop
command into your PATH variable, or set it to$HADOOP_CMD
- And then run
./mvnw test
- Run
./mvnw install eclipse:eclipse -DskipTests
- And then import projects from Eclipse
If you run tests in Eclipse, please activate Preferences > Java > Debug > 'Only include exported classpath entries when launching'
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- Asakusa Framework SDK
- Asakusa Framework Language Toolset
- Asakusa on Spark
- Asakusa on M3BP
- Asakusa Framework Documentation
- Please report any issues to repository for issue tracking
- Please contribute with patches according to our contribution guide (Japanese only, English version to be added)