Working with Data

This section describes what you need to know for working with data that conforms to a LinkML schema.

Contents:

• Working with Data
  • Conversion
  • Programmatic usage
• Data Validation
  • Validation of JSON documents
  • Validation of RDF triplestores using generated SPARQL
  • Validation via shape languages
  • Future plans
• Working with RDF and LinkML
  • Converting and validating RDF
  • JSON-LD
  • ShEx and SHACL
  • OWL
• CSVs and Tabular Data
  • Conversion
  • Inference of schemas from tabular data
• Python
  • Dataclasses
  • Use in programs
  • Loaders and dumpers