Snaseem2026/jenkins_errors

dataset_info: features:

• —name: timestamp dtype: string
• —name: job_name dtype: string
• —name: build_number dtype: int32
• —name: error_message dtype: string
• —name: node dtype: string
• —name: user dtype: string task_categories:
• —text-classification language:
• —en tags:
• —jenkins
• —errors
• —ci-cd
• —logs
• —synthetic-data ---

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}
}