.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
Star History
Momentum
+52
STARS · LAST 30 DAYS
2
PER DAY
#95
MOST-STARRED C#
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +14 | +52 | +180 |
| Per day | 2 | 2 | 2 |
| Forks gained | +2 | +7 | +17 |
spark gained 52 stars in the last 30 days, about 2 a day, and now has 2.1K. It is about 7 years old and has averaged roughly 299 stars a year. It ranks #95 among C# repositories and #1,823 across all languages on GitHubRepo.
Trending Record
5
DAYS ON TRENDING
#943
BEST RANK
Sep 24, 2026
FIRST APPEARANCE
Active
STATUS TODAY
spark has maintained a continuous presence across global trending indexes, peaking at #943. Below is the 30-day activity profile:
💡 Overview
spark is an open-source project written in C#: .NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
Engineered for speed, consistency, and developer ease, it solves common hurdles in analytics, apache-spark, azure. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in C# for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ git clone https://github.com/dotnet/spark.git
cd spark⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
C# environment and standard tooling
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
spark coordinates its core functionality through a modular C# pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Production System Integration
Embed spark into C# backend services to handle core application logic.
CI/CD Automated Pipelines
Run automated validation, builds, and integration suites during deployments.
Developer Tooling & Workflows
Accelerate developer onboarding with pre-configured project utilities.
Open Source Extension
Fork and customize internal modules under the repository's open MIT license.
🚀 Getting Started
Install spark using your package manager: `git clone https://github.com/dotnet/spark.git`
Initialize your project workspace or configuration file for spark.
Import spark into your codebase or invoke it directly from your terminal.
Execute your test suite or run `spark --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with C#, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
dotnet/spark is currently ranked #1,823 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #1,818 | phpbb/phpbb | PHP | ★ 2.1K | Compare ↗ |
| #1,818 | symfony/var-exporter | PHP | ★ 2.1K | Compare ↗ |
| #1,818 | raphaelmansuy/edgequake | Rust | ★ 2.1K | Compare ↗ |
| #1,821 | syxanash/awesome-web-desktops | Ruby | ★ 2.1K | Compare ↗ |
| #1,821 | rlxone/Equinox | Swift | ★ 2.1K | Compare ↗ |
| #1,823 | dotnet/spark This Project | C# | ★ 2.1K | |
| #1,823 | oss-review-toolkit/ort | Kotlin | ★ 2.1K | Compare ↗ |
| #1,823 | FufuLauncher/FufuLauncher | C# | ★ 2.1K | Compare ↗ |
| #1,826 | nateware/redis-objects | Ruby | ★ 2.1K | Compare ↗ |
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Frequently Asked Questions
What does spark do? +
.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.
What language is spark written in? +
The primary language is C#. Topics include: analytics, apache-spark, azure, bigdata, csharp.
Is spark actively maintained? +
Yes, the last recorded push was on Sep 24, 2026 with 210 open issues being tracked.
How many stars does spark have? +
spark has 2,095 stars and 332 forks on GitHub.
How does spark rank among GitHub repositories? +
With 2,095 stars, dotnet/spark is ranked #1,823 globally across all repositories tracked on GitHubRepo and #95 among C# projects.
What license is spark distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
