Backtrack & cleanup ambiguity removed

[brajrajnagar]

What changed

Backtrack & cleanup now runs only when deployment fails. It no longer runs after successful deployments.

Why

Previously, Right after successful deployment user is asked "Do you want to backtrack and clean up?" Which is ambiguous and could lead to unintentionally deletion of deployments or model versions.

New behavior

• Cleanup runs only on deployment failure
• No cleanup or prompt on successful deployment

Testing

• Verified successful deployment does not trigger cleanup
• Verified failed deployment triggers backtrack & cleanup

[github-actions]

Package	Line Rate	Health
clarifai	45%	❌
clarifai.cli	61%	➖
clarifai.cli.templates	46%	❌
clarifai.client	68%	➖
clarifai.client.auth	67%	➖
clarifai.constants	100%	✔
clarifai.datasets	100%	✔
clarifai.datasets.export	80%	✔
clarifai.datasets.upload	75%	➖
clarifai.datasets.upload.loaders	37%	❌
clarifai.models	100%	✔
clarifai.modules	0%	❌
clarifai.rag	0%	❌
clarifai.runners	52%	➖
clarifai.runners.models	61%	➖
clarifai.runners.pipeline_steps	41%	❌
clarifai.runners.pipelines	77%	➖
clarifai.runners.utils	62%	➖
clarifai.runners.utils.data_types	72%	➖
clarifai.schema	100%	✔
clarifai.urls	60%	➖
clarifai.utils	60%	➖
clarifai.utils.evaluation	67%	➖
clarifai.workflows	95%	✔
Summary	63% (9206 / 14653)	➖

Minimum allowed line rate is 50%

[ackizilkale]

How was this tested @brajrajnagar ?

[ackizilkale]

cause looking at the code I do not understand which change disables backtrack path for successful deployment

[brajrajnagar]

@ackizilkale from line 2050 to 2057 I commented It gives users backtrack and cleanup option after deployment Which is confusing for user .
from line 2039 to 2048 I added backtrack_workflow to cleanup failed uploads and deployments.
It tested as expected for successful as well as for failed deployment.

[ackizilkale]

Why not just this? max_retries seems to be 1 anyway.

if success:
    state.update(...)
    print("Model deployed successfully!")
    time.sleep(2)
else:  # Deployment failed
    logger.warning("Deployment failed. Initiating backtrack & cleanup.")
    backtrack_workflow(state)
    return