ModelCardGenerator component cannot run in Vertex AI
jeongukjae opened this issue · comments
Expected Behavior
Actual Behavior
Vertex AI requires artifact schema title to be ^[a-z][a-z0-9-_]{2,20}[.][A-Z][a-zA-Z0-9-_]{2,49}$, and model card generator component has output artifact typed tfx_addons.model_card_generator.artifact.ModelCard. So it cannot be run in Vertex AI.
Error message:
com.google.cloud.ai.platform.common.errors.AiPlatformException: code=INVALID_ARGUMENT, message=MetadataSchema must include a schema title that satisfies the following regex: ^[a-z][a-z0-9-_]{2,20}[.][A-Z][a-zA-Z0-9-_]{2,49}$, cause=null
Steps to Reproduce the Problem
Specifications
tensorflow==2.9.3
tfx==1.9.1
tfx-addons==0.6.0
...
- Version:
- Platform: Vertex AI
Related issue:
Oh, it was resolved at v1.12. Closing this issue.
Oh, not resolved in v1.12! sorry.
In v1.12, there are another errors.
ModelCard artifact does not satisfy the schema title regex (^[a-z][a-z0-9-_]{2,20}[.][A-Z][a-zA-Z0-9-_]{2,49}$, no nested classpath).
So ModelCard artifact's TYPE_NAME should be updated.
ModelCard artifact type should be accessible from tfx_addons (top-level module) to be resolved in kubeflow v2's container entrypoint.
So tfx-addons should export all artifact types from top-level.
Same issue with #249