During a single MLflow run, which API pattern correctly logs multip…

Question

During a single MLflow run, which API pattern correctly logs multiple hyperparameters and metrics?

Accepted Answer

mlflow.logparams({...}) and mlflow.logmetrics({...}) within the active run — logparams/logmetrics on the active run — that's your experiment notebook API.

Answer

mlflow.logmodel only, which auto-logs all params without Tracking calls

Answer

Spark SQL INSERT into mlflow system tables bypassing the API

Answer

Unity Catalog GRANT statements that double as metric logs

During a single MLflow run, which API pattern correctly logs multiple hyperparameters and metrics?

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