kubernetes-sigs/jobset
JobSet: a k8s native API for distributed ML training and HPC workloads
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+10
STARS · LAST 30 DAYS
1
PER DAY
#1,092
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +7 | +10 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +1 | +3 | +10 |
jobset gained 10 stars in the last 30 days, about 1 a day, and now has 346. It is about 4 years old and has averaged roughly 87 stars a year. It ranks #1,092 among Python repositories and #8,890 across all languages on GitHubRepo.
Trending Record
4
DAYS ON TRENDING
#8547
BEST RANK
Oct 9, 2026
FIRST APPEARANCE
Active
STATUS TODAY
jobset has maintained a continuous presence across global trending indexes, peaking at #8547. Below is the 30-day activity profile:
💡 Overview
jobset is an open-source project written in Python: JobSet: a k8s native API for distributed ML training and HPC workloads.
Engineered for speed, consistency, and developer ease, it solves common hurdles in batch, k8s, k8s-sig-apps. 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 Python 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
$ pip install jobset⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
jobset coordinates its core functionality through a modular Python 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 jobset into Python 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 Apache-2.0 license.
🚀 Getting Started
Install jobset using your package manager: `pip install jobset`
Initialize your project workspace or configuration file for jobset.
Import jobset into your codebase or invoke it directly from your terminal.
Execute your test suite or run `jobset --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
kubernetes-sigs/jobset is currently ranked #8,890 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #8,880 | openjdk/panama-foreign | Java | ★ 347 | Compare ↗ |
| #8,880 | vhive-serverless/vHive | Go | ★ 347 | Compare ↗ |
| #8,880 | isXander/Controlify | Java | ★ 347 | Compare ↗ |
| #8,880 | eclipse-store/store | Java | ★ 347 | Compare ↗ |
| #8,880 | ericjypark/codex-island | Swift | ★ 347 | Compare ↗ |
| #8,890 | kubernetes-sigs/jobset This Project | Python | ★ 346 | |
| #8,890 | binarylogic/memorylogic | Ruby | ★ 346 | Compare ↗ |
| #8,890 | vogellacompany/codeexamples-java | XSLT | ★ 346 | Compare ↗ |
| #8,890 | spring-projects/spring-ws | Java | ★ 346 | Compare ↗ |
| #8,890 | paritytrading/philadelphia | Java | ★ 346 | Compare ↗ |
| #8,890 | CasualX/pelite | Rust | ★ 346 | Compare ↗ |
Frequently Asked Questions
What does jobset do? +
JobSet: a k8s native API for distributed ML training and HPC workloads
What language is jobset written in? +
The primary language is Python. Topics include: batch, k8s, k8s-sig-apps, kubernetes.
Is jobset actively maintained? +
Yes, the last recorded push was on Oct 9, 2026 with 34 open issues being tracked.
How many stars does jobset have? +
jobset has 346 stars and 132 forks on GitHub.
How does jobset rank among GitHub repositories? +
With 346 stars, kubernetes-sigs/jobset is ranked #8,890 globally across all repositories tracked on GitHubRepo and #1,092 among Python projects.
What license is jobset distributed under? +
The repository reports a Apache-2.0 license. Always verify the repository LICENSE file for legal terms.
