topic Inference Lakehouse Monitor , how to create a monitor on more than one prediction in Khoros Community Forums Support (Not for Databricks Product Questions) https://community.databricks.com/t5/khoros-community-forums-support/inference-lakehouse-monitor-how-to-create-a-monitor-on-more-than/m-p/91042#M118 <P>Currently,&nbsp;<SPAN>prediction_col only accept string type, but I want to monitor a list of predictions, like in quantile regression. Any tips?</SPAN></P><P>&nbsp;</P><DIV><DIV><SPAN>info = w.quality_monitors.create(</SPAN></DIV><DIV><SPAN>table_name=TABLE_NAME,</SPAN></DIV><DIV><SPAN>inference_log=MonitorInferenceLog(</SPAN></DIV><DIV><SPAN>granularities=GRANULARITIES,</SPAN></DIV><DIV><SPAN>timestamp_col=TIMESTAMP_COL,</SPAN></DIV><DIV><SPAN>model_id_col=MODEL_ID_COL, </SPAN><SPAN># Model version number </SPAN></DIV><DIV><SPAN>prediction_col=PREDICTION_COL,</SPAN></DIV><DIV><SPAN>problem_type=PROBLEM_TYPE,</SPAN></DIV><DIV><SPAN>label_col=LABEL_COL </SPAN><SPAN># Optional</SPAN></DIV><DIV><SPAN>),</SPAN></DIV><DIV><SPAN>baseline_table_name=BASELINE_TABLE,</SPAN></DIV><DIV><SPAN>slicing_exprs=SLICING_EXPRS,</SPAN></DIV><DIV><SPAN>output_schema_name=</SPAN><SPAN>f"</SPAN><SPAN>{CATALOG}</SPAN><SPAN>.</SPAN><SPAN>{SCHEMA}</SPAN><SPAN>"</SPAN><SPAN>,</SPAN></DIV><DIV><SPAN>assets_dir=ASSETS_DIR</SPAN></DIV><DIV><SPAN>)<BR /><BR /><BR /></SPAN></DIV></DIV> Thu, 19 Sep 2024 10:19:17 GMT noah_sunny 2024-09-19T10:19:17Z Inference Lakehouse Monitor , how to create a monitor on more than one prediction https://community.databricks.com/t5/khoros-community-forums-support/inference-lakehouse-monitor-how-to-create-a-monitor-on-more-than/m-p/91042#M118 <P>Currently,&nbsp;<SPAN>prediction_col only accept string type, but I want to monitor a list of predictions, like in quantile regression. Any tips?</SPAN></P><P>&nbsp;</P><DIV><DIV><SPAN>info = w.quality_monitors.create(</SPAN></DIV><DIV><SPAN>table_name=TABLE_NAME,</SPAN></DIV><DIV><SPAN>inference_log=MonitorInferenceLog(</SPAN></DIV><DIV><SPAN>granularities=GRANULARITIES,</SPAN></DIV><DIV><SPAN>timestamp_col=TIMESTAMP_COL,</SPAN></DIV><DIV><SPAN>model_id_col=MODEL_ID_COL, </SPAN><SPAN># Model version number </SPAN></DIV><DIV><SPAN>prediction_col=PREDICTION_COL,</SPAN></DIV><DIV><SPAN>problem_type=PROBLEM_TYPE,</SPAN></DIV><DIV><SPAN>label_col=LABEL_COL </SPAN><SPAN># Optional</SPAN></DIV><DIV><SPAN>),</SPAN></DIV><DIV><SPAN>baseline_table_name=BASELINE_TABLE,</SPAN></DIV><DIV><SPAN>slicing_exprs=SLICING_EXPRS,</SPAN></DIV><DIV><SPAN>output_schema_name=</SPAN><SPAN>f"</SPAN><SPAN>{CATALOG}</SPAN><SPAN>.</SPAN><SPAN>{SCHEMA}</SPAN><SPAN>"</SPAN><SPAN>,</SPAN></DIV><DIV><SPAN>assets_dir=ASSETS_DIR</SPAN></DIV><DIV><SPAN>)<BR /><BR /><BR /></SPAN></DIV></DIV> Thu, 19 Sep 2024 10:19:17 GMT https://community.databricks.com/t5/khoros-community-forums-support/inference-lakehouse-monitor-how-to-create-a-monitor-on-more-than/m-p/91042#M118 noah_sunny 2024-09-19T10:19:17Z Re: Inference Lakehouse Monitor , how to create a monitor on more than one prediction https://community.databricks.com/t5/khoros-community-forums-support/inference-lakehouse-monitor-how-to-create-a-monitor-on-more-than/m-p/156118#M221 <P>Unfortunately this can only take a single column. To monitor a list of predictions for quantile regression, you need to flatten the list into distinct columns before creating the monitor.</P> Tue, 05 May 2026 01:27:09 GMT https://community.databricks.com/t5/khoros-community-forums-support/inference-lakehouse-monitor-how-to-create-a-monitor-on-more-than/m-p/156118#M221 AustinZaccor 2026-05-05T01:27:09Z