[04 - Vertex AI Custom Model - scikit-learn - in Notebook] Cannot deploy model to endpoint

[tomchen29]

The notebook runs smoothly until "deploying the model to endpoint". Error screenshot is as below (via Google Photos): https://photos.app.goo.gl/LgXedsdg89mqaXAz9 https://photos.app.goo.gl/dAto3r6mAat3jpGSA

Cloud Monitor has log as below: https://photos.app.goo.gl/Qd4PW7uCXPZN1LxG7

How to Reproduce: Run the notebook on Colab

[tomchen29]

Update: I was able to run the TensorFlow tutorial ("05 series") on Colab without issue, so I am highly skeptical there is a bug in sklearn image 'us-docker.pkg.dev/vertex-ai/training/scikit-learn-cpu.0-23:latest'.

[statmike]

@goodrules Hi Mike G, Would you be able to look at this question for deploying to endpoint?

[goodrules]

Sure thing, will take a look Monday first thing.

Have a great weekend, Mike

On Fri, Jan 6, 2023 at 9:00 PM Mike Henderson @.***> wrote:

@goodrules https://github.com/goodrules Hi Mike G, Would you be able to look at this question for deploying to endpoint?

— Reply to this email directly, view it on GitHub https://github.com/statmike/vertex-ai-mlops/issues/23#issuecomment-1374347461, or unsubscribe https://github.com/notifications/unsubscribe-auth/AB26CJHF3Y7H46FK6HQPMHLWRDE47ANCNFSM6AAAAAATNDH3AU . You are receiving this because you were mentioned.Message ID: @.***>

[goodrules]

@tomchen29 thank you for identifying this as an issue. The code has been updated, a few minor tweaks and switching to using a pickle model vs joblib. Please let us know if you're still seeing an issue deploying.

[statmike]

going to close this issue for now but if there are any problem please continue to add comments here and we can reopen it