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method to check if SDK is talking to a real KFP API
See original GitHub issueCurrently, there does not seem to be a method on kfp.Client() which can reliably confirm that the url provided is actually a Kubeflow Pipelines API.
NOTE: methods like Client().list_pipelines() return {'next_page_token': None, 'pipelines': None, 'total_size': None} when run against non-kubeflow apis (which is indistinguishable from there being no pipelines in the cluster).
What is the best way to determine that a kfp.Client() instance is valid?
Issue Analytics
- State:
- Created 2 years ago
- Comments:6 (5 by maintainers)
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Could we use the health endpoint to validate this
/apis/v1beta1/healthz, https://github.com/kubeflow/pipelines/blob/7875b68654a69ca761cb0ba4a920a30925a0e94b/sdk/python/kfp/_client.py#L394-L399This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.