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Solved
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...
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.
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.