Model monitor functions¶
Model monitors allow you to track the performance of your machine learning models in production. Snowflake supports two types of monitors. See ML Observability for model version monitors and Gateway Monitoring & A/B Testing for gateway model monitors.
You can use the following functions to retrieve metrics from the model monitors.
- MODEL_MONITOR_DRIFT_METRIC
- MODEL_MONITOR_PERFORMANCE_METRIC
- MODEL_MONITOR_STAT_METRIC
Each function requires the name of a model monitor and the name of a metric to be retrieved from that model.