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a framework for specifying and executing mappings between data models

Project description

linkml-map

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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.

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