Forum Discussion
Unable to Activate ML Model Endpoint
Have a simplified implementation of the Book Recommender ML Model using ALS. Model has one version, and i can get predicdtions from the Notebook used to create it.
In the Fabric UI I've tried to Activate the Endpoint for Version 1, but the Status results in Failed after a few minutes of Activating Status. Searching to find where the logs are has resulted in vauge and unuseful steps.
How can I see what went wrong with the Endpoint Activation?
Thanks.
FWIW, I did happen across this paragraph in some documentation... perhaps the PySpark ALS simply isn't supported?
Limitations
- Endpoints are currently available for a limited set of ML model flavors, including Keras, LightGBM, Sklearn, and XGBoost.
- Endpoints currently aren't available for models with tensor-based schemas or no schemas.
- Endpoints currently aren't available for models with dependencies on private or internal packages.
3 Replies
FWIW, I did happen across this paragraph in some documentation... perhaps the PySpark ALS simply isn't supported?
Limitations
- Endpoints are currently available for a limited set of ML model flavors, including Keras, LightGBM, Sklearn, and XGBoost.
- Endpoints currently aren't available for models with tensor-based schemas or no schemas.
- Endpoints currently aren't available for models with dependencies on private or internal packages.
Hi TerrenceMitchel,
The reason you’re unable to activate the model endpoint is because of a current limitation in Microsoft Fabric (Preview).
For reference, please check the official documentation below:
Serve real-time predictions with ML model endpoints (Preview) - Microsoft Fabric | Microsoft Learn
Solved: Can not activate version endpoint ML - Microsoft Fabric Community
Thank you.
Thanks for confirming.
