LinkML Map is a framework for specifying and executing mappings between data models.
Features:
- YAML-based lightweight syntax
- Python library for executing mappings on data files
- Ability to compile to other frameworks (forthcoming)
- Derivation of target (implicit) schemas, allowing easy customization of data models (profiling)
- Simple YAML dictionaries for simple mappings
- Automatic unit conversion
- Use of subset of Python to specify complex mappings
- Visualizations of mappings
- Mappings are reversible (provided all expressions used are reversible)
For full documentation see:
Status:
The transformation data model is not yet fully stable, and may be subject to change. Not all parts of the model are implemented in the reference Python framework.