Snaseem2026/jenkins_errors

Jenkins Error Outputs Dataset

A large synthetic dataset of Jenkins error outputs, generated for research, machine learning, and error analysis purposes. This dataset contains 100,000 entries, each simulating a real-world Jenkins error log with metadata.

Dataset Structure

• Format: JSON Lines (.jsonl)
• Fields:
  • timestamp: ISO8601 timestamp of the error
  • job_name: Jenkins job name
  • build_number: Jenkins build number
  • error_message: Jenkins error message
  • node: Jenkins node name
  • user: User who triggered the build

Example Entry

{
  "timestamp": "2023-07-15T12:34:56",
  "job_name": "build-app",
  "build_number": 1234,
  "error_message": "ERROR: Unable to access the repository",
  "node": "node-5",
  "user": "user12"
}

Usage

This dataset is ideal for:

• Training and evaluating error detection models
• Building log analysis tools
• Research on CI/CD failure patterns
• Educational purposes

Source

Synthetic data generated by script. Not real Jenkins logs.

License

MIT License

Citation

If you use this dataset, please cite as:

@dataset{snaseem2026_jenkins_errors,
  title={Jenkins Error Outputs Dataset},
  author={Snaseem2026},
  year={2026},
  url={https://huggingface.co/datasets/Snaseem2026/jenkins_errors}
}