CSVW-EO Framework¶
CSVW-EO consists of vocabulary definitions, validation rules, and Python tooling.
Components¶
| File | Purpose |
|---|---|
csvw-eo-vocab.ttl |
RDF vocabulary |
csvw-eo-context.jsonld |
JSON-LD context |
csvw-eo-constraints.ttl |
SHACL constraints |
csvw-eo-library |
Python tooling |
Validation Layers¶
CSVW-EO metadata may be validated using:
Pydantic Validation¶
Implemented in:
validate_metadata.py
Checks:
- required fields
- datatypes
- structure
SHACL Validation¶
Implemented in:
validate_metadata_shacl.py
Checks:
- RDF consistency
- graph constraints
- semantic rules
Python Library¶
The csvw-eo-library provides:
- metadata generation
- dummy data generation
- validation
- OpenDP integration
- SmartNoise SQL conversion
Differential Privacy Integrations¶
CSVW-EO can be converted to:
- OpenDP contexts
- SmartNoise SQL metadata
This enables automated DP pipelines (in Lomas for instance).