Model Registration and hosting

intelliconnectq — Tue, 04 Nov 2025 04:27:58 GMT

I have train & tested a model in databricks, now I want to register it and host it. But I am unable too do so. Please find attach snapshot of code & error

Re: Model Registration and hosting

joelrobin — Tue, 04 Nov 2025 06:45:34 GMT

Hi @intelliconnectq The above code will fail with AttributeError: 'NoneType' object has no attribute 'info' on the line: model_uri = f"runs:/{mlflow.active_run().info.run_id}/xgboost-model"

This happens because once the with mlflow.start_run(): block ends, the MLflow run is no longer active, so calling mlflow.active_run() returns None. You cannot fetch run info after the run is closed.

Resolution:

You need to fetch the run ID inside the with block while the run is still active:

with mlflow.start_run() as run: mlflow.xgboost.log_model(xgb_model, "xgboost-model", signature=signature) mlflow.log_metric("rmse", rmse) mlflow.log_metric("mae", mae) run_id = run.info.run_id # Capture run_id here model_uri = f"runs:/{run_id}/xgboost-model" registered_model = mlflow.register_model(model_uri, "catalog.schema.RealEstateValueEstimator")

Re: Model Registration and hosting

intelliconnectq — Mon, 10 Nov 2025 04:22:06 GMT

Thank you

topic Re: Model Registration and hosting in Machine Learning

Model Registration and hosting

Re: Model Registration and hosting

Re: Model Registration and hosting