[INS-2426] [bug] Ensure Status Update Only Occurs on Successful GitHub and DVC Pulls

[tonywang10101]

Is There an Existing Issue for This?

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Project

Instill Model

Is your Proposal Related to a Problem?

In the code located at this line, there is an issue where even if the model download process fails, it incorrectly reports success. This issue results in the condition in the code: utils.HasModelWeightFile(config.Config.TritonServer.ModelStore, tritonModels) returning true.

As a consequence, the system keeps attempting to deploy the model repeatedly, but it never succeeds. To replicate this error, you can set your disk size limit to a value insufficient for a successful DVC pull of the full model. For example, if the model size is 15GB, but you only have 7GB of disk space available to run the image, this issue becomes apparent.

Describe Your Proposed Improvement

To resolve this problem, we need to ensure that failed DVC pulls or other errors do not incorrectly update the space status, and they should provide informative error messages instead.

Highlight the Benefits

No response

Anything Else?

No response

_INS-2426

[github-actions]

This issue is stale because it has been open 30 days with no activity. Remove stale label or comment or this will be closed in 7 days.