Climate REF (Rapid Evaluation Framework)
Status: This project is in active development. We expect to be ready for beta releases in Q2 2025.
The Rapid Evaluation Framework (REF) is a set of Python packages that provide the ability to manage the execution of calculations against climate datasets. The aim is to be able to evaluate climate data against a set of reference data in near-real time as datasets are published, and to update any produced data and figures as new datasets become available. This is somewhat analogous to a CI/CD pipeline for climate data.
Installation
pip install climate-ref
If you want to use the diagnostic providers for the Assessment Fast Track, you can install them with:
pip install "climate-ref[aft-providers]"
Quick Start
# Ingest some observation datasets
ref datasets fetch-data --registry obs4ref --output-directory datasets/obs4ref
ref datasets fetch-data --registry sample-data --output-directory datasets/sample-data
# Run metrics against your climate data
ref solve
Features
- Real-time evaluation of climate datasets
- Support for multiple metrics providers (PMP, ILAMB, ESMValTool)
- Distributed processing capabilities
- Extensible architecture for adding new metrics providers
- Command-line interface for easy interaction
Documentation
For detailed documentation, please visit https://climate-ref.readthedocs.io/
Contributing
REF is a community project, and we welcome contributions from anyone. Please see our Contributing Guide for more information.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
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