DataFlow.Spark 1.0.2

Suggested Alternatives

DataLinq.Spark

Additional Details

This package has been renamed to DataLinq.Spark. All development, bug fixes, and new features continue under the new name. The rename aligns with the parent framework rebrand from DataFlow.NET to DataLinq.NET, resolving naming conflicts with Google Cloud Dataflow and System.Threading.Tasks.Dataflow (TPL).
To migrate: Install DataLinq.Spark, then update your using statements from using DataFlow; to using DataLinq; and using DataFlow.Spark; to using DataLinq.Spark;

The owner has unlisted this package. This could mean that the package is deprecated, has security vulnerabilities or shouldn't be used anymore.
dotnet add package DataFlow.Spark --version 1.0.2
                    
NuGet\Install-Package DataFlow.Spark -Version 1.0.2
                    
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.
<PackageReference Include="DataFlow.Spark" Version="1.0.2" />
                    
For projects that support PackageReference, copy this XML node into the project file to reference the package.
<PackageVersion Include="DataFlow.Spark" Version="1.0.2" />
                    
Directory.Packages.props
<PackageReference Include="DataFlow.Spark" />
                    
Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.
paket add DataFlow.Spark --version 1.0.2
                    
#r "nuget: DataFlow.Spark, 1.0.2"
                    
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.
#:package DataFlow.Spark@1.0.2
                    
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.
#addin nuget:?package=DataFlow.Spark&version=1.0.2
                    
Install as a Cake Addin
#tool nuget:?package=DataFlow.Spark&version=1.0.2
                    
Install as a Cake Tool

DataFlow.Spark

LINQ-native Apache Spark integration for DataFlow.NET.

Features

  • Native LINQ Translation - Write C# LINQ, execute distributed Spark
  • Streaming Results - Efficient processing with DataFrames
  • Type Safety - Strong typing with automatic column mapping
  • Distributed Processing - Scale to petabytes with Apache Spark

Quick Start

using DataFlow.Spark;
using Microsoft.Spark.Sql;

var spark = SparkSession.Builder()
    .AppName("DataFlowApp")
    .GetOrCreate();

var orders = Spark.Table<Order>(spark, "sales.orders")
    .Where(o => o.Amount > 1000)
    .GroupBy(o => o.Region)
    .Select(g => new { Region = g.Key, Total = g.Sum(o => o.Amount) })
    .ToList();

Requirements

  • .NET 8.0+
  • DataFlow.Net 1.1.0+
  • Apache Spark 3.5.0+
  • DataFlow.Spark license for production

License

Free development tier (DEBUG builds, 1,000 row limit). Production use requires a license: https://dataflow.net/pricing

Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated

v1.0.0: Initial release - LINQ to Spark with native translations, distributed processing, and product-specific licensing.