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:

• Custom component with file output fails on Vertex tfx#5404
• How about loosening artifact type_name rule for KubeflowV2 or allowing to register type_name to classpath. tfx#5744