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I got this error, when compiling my pipeline:

type name google.VertexModel is different from expected: Model

when running the following notebook by google: automl_tabular_classification_beans

I suppose that kubeflow v2 is not able to handle (yet) google.vertexmodel as type for component input. However, I've been browsing a bit and did not find any good clue, or refs (kfp documentation for v2 is not up to date..) to solve this issue. Hopefully someone here can give me a good pointer? I look forward to all of your ideas.

Cheers

EiJay
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  • Using Kubeflow Pipelines version 1.8.9, Vertex AI SDK 1.7.0, and version 0.2.0 of the components library should fix this issue. See this codelab for more info: https://codelabs.developers.google.com/vertex-pipelines-intro#3 – Sara Nov 11 '21 at 14:47

2 Answers2

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Google.Vertex is defined here:

https://github.com/kubeflow/pipelines/blob/286a49547cce763c502592c822296aa60f50b3e8/components/google-cloud/google_cloud_pipeline_components/types/artifact_types.py#L20

Here is an example on how to define it:

https://github.com/kubeflow/pipelines/blob/286a49547cce763c502592c822296aa60f50b3e8/components/google-cloud/tests/types/artifact_types_test.py#L22

For example,

from google_cloud_pipeline_components.types import artifact_types
model = artifact_types.VertexModel(uri='YOUR_MODEL_URI_STRING')

Can you try specifying your model using the syntax above and let us know if this works for your code?

ouflak
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WuA
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This was a breaking change with release 0.1.9. Here there are some recommendation:

  1. Pin your release to 0.1.7 and continue to use the Model type.
  2. Use 0.1.9 and switch the output from Output[Model] to Output[Artifact].
  3. Try 0.2.0 release, documentation here.

Hope these suggestions work!

Marco Abbatangelo
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  • Your answer could be improved with additional supporting information. Please [edit] to add further details, such as citations or documentation, so that others can confirm that your answer is correct. You can find more information on how to write good answers [in the help center](/help/how-to-answer). – Community Nov 07 '21 at 13:14