In the conceptual model defined in TDML Part 1, AI_EOTrainingDataset is derived from AI_AbstractTrainingDataset (and similarly for AI_EOTrainingData → AI_AbstractTrainingData, and AI_EOTask → AI_AbstractTask).
However, in the corresponding JSON Schemas, this inheritance relationship is not explicitly declared. For example:
https://schemas.opengis.net/trainingdml-ai/part2/1.0/ai_trainingDataset.json
https://schemas.opengis.net/trainingdml-ai/part2/1.0/ai_eoTrainingDataset.json
Although JSON Schema does not natively support inheritance, it can be modeled indirectly using keywords such as allOf or oneOf. See the following reference for details:
https://json-schema.org/blog/posts/modelling-inheritance#representing-our-models-using-constraints
Impact on Conformance Testing
This missing inheritance representation leads to issues in the conformance test implementation. Specifically:
Item withtype="AI_EOTrainingDataset" is not recognized as AI_AbstractTrainingDataset
Since ai_trainingDataset.json requires the type field to be AI_AbstractTrainingDataset, any file whose type is AI_EOTrainingDataset will fail Abstract Test 11 in TDML Part 2.
Related issue:
opengeospatial/ets-trainingdmlai10-part2#35
In the conceptual model defined in TDML Part 1, AI_EOTrainingDataset is derived from AI_AbstractTrainingDataset (and similarly for AI_EOTrainingData → AI_AbstractTrainingData, and AI_EOTask → AI_AbstractTask).
However, in the corresponding JSON Schemas, this inheritance relationship is not explicitly declared. For example:
https://schemas.opengis.net/trainingdml-ai/part2/1.0/ai_trainingDataset.json
https://schemas.opengis.net/trainingdml-ai/part2/1.0/ai_eoTrainingDataset.json
Although JSON Schema does not natively support inheritance, it can be modeled indirectly using keywords such as allOf or oneOf. See the following reference for details:
https://json-schema.org/blog/posts/modelling-inheritance#representing-our-models-using-constraints
Impact on Conformance Testing
This missing inheritance representation leads to issues in the conformance test implementation. Specifically:
Item with
type="AI_EOTrainingDataset"is not recognized asAI_AbstractTrainingDatasetSince
ai_trainingDataset.jsonrequires the type field to beAI_AbstractTrainingDataset, any file whose type isAI_EOTrainingDatasetwill fail Abstract Test 11 in TDML Part 2.Related issue:
opengeospatial/ets-trainingdmlai10-part2#35