spark
databricks-end-to-end-streaming
| spark | databricks-end-to-end-streaming | |
|---|---|---|
| 3 | 6 | |
| 1,999 | 9 | |
| 0.2% | - | |
| 0.0 | 0.0 | |
| 28 days ago | 3 months ago | |
| C# | Scala | |
| MIT License | - |
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spark
- .NET for Apache Spark appears to be abandoned
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Does anyone actually use ML.NET?
Re: DataFrames, that's good to know. There is the DataFrame API which is part of the Microsoft.Data.Analysis NuGet package and that's the API that the issue is tracking and shown in the sample notebook I shared. That API has no dependencies on other systems. The DataFrame you're referring to is part of the .NET for Apache Spark library which has the dependency on Apache Spark which rqeuires some initial setup.
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What does the .NET ecosystem offer in terms of distributed data processing frameworks?
the data engineering ecosystem is new to me but my first impressions are that everything is catered toward JVM. The only somewhat promising option I've found for building a data pipeline in .NET is github.com/dotnet/spark.
databricks-end-to-end-streaming
What are some alternatives?
ParquetSharp.DataFrame - ParquetSharp.DataFrame is a .NET library for reading and writing Apache Parquet files into/from .NET DataFrames, using ParquetSharp
ABRiS - Avro SerDe for Apache Spark structured APIs.
dotnet-webassembly - Create, read, modify, write and execute WebAssembly (WASM) files from .NET-based applications.
azure-event-hubs - ☁️ Cloud-scale telemetry ingestion from any stream of data with Azure Event Hubs
ML.NET - ML.NET is an open source and cross-platform machine learning framework for .NET.
AnyDiff - A CSharp (C#) diff library that allows you to diff two objects and get a list of the differences back.
Mobius: C# API for Spark - C# and F# language binding and extensions to Apache Spark
jira-issue-analysis - Jira REST client, with emphasis on 'Time in Status' analysis and reporting
TorchSharp - A .NET library that provides access to the library that powers PyTorch.
RssDotnet - A list of my favourite dotnet RSS feeds
Akka.net - Canonical actor model implementation for .NET with local + distributed actors in C# and F#.