C# and F# language binding and extensions for Apache Spark, enabling .NET developers to write Spark driver programs and data processing operations.
Mobius is a C# and F# language binding and extension for Apache Spark that enables .NET developers to write Spark driver programs and perform data processing operations using familiar .NET languages. It allows developers to implement Spark applications for batch processing, interactive queries, and streaming analytics without switching to Scala or Python. The project integrates Spark's distributed computing engine with the .NET ecosystem, providing APIs for Spark Core, Spark SQL, and Spark Streaming.
.NET developers and data engineers who need to build and run Apache Spark applications using C# or F#, particularly those working in environments where .NET is the primary technology stack.
Developers choose Mobius to leverage their existing .NET skills and tooling while accessing the full power of Apache Spark for big data processing. It eliminates the need to learn Scala or Python for Spark development and provides a seamless integration with the .NET ecosystem, including support for Spark's core features like RDDs, DataFrames, and streaming.
C# and F# language binding and extensions to Apache Spark
Open-Awesome is built by the community, for the community. Submit a project, suggest an awesome list, or help improve the catalog on GitHub.
Enables writing Spark applications in C# or F# with familiar syntax and tooling, as demonstrated by the word count and DataFrame examples in the README.
Supports Spark Core RDDs, Spark SQL DataFrames, and Spark Streaming, including interoperability with HDFS and Kafka, evidenced by the detailed code snippets for each.
Provides comprehensive samples, API documentation, and troubleshooting guides, such as the examples folder and build instructions for Windows and Linux.
Includes side-by-side performance test scenarios in C# and Scala for validation, allowing developers to assess efficiency, mentioned in the API usage section.
The project is no longer actively developed and has been superseded by '.NET for Apache Spark', as explicitly stated at the top of the README.
Only compatible with Apache Spark up to version 2.0, which lacks features and optimizations from newer releases, as noted in the supported versions.
Requires specific build procedures for different operating systems and detailed steps for cluster deployment, making initial configuration cumbersome, as seen in the getting started guides.