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Error message "Internal server error, Please contact MSFT" with Anomaly Detection using model='azureai'

Open aferdoash opened this issue 1 year ago • 1 comments

Description

Unhelpful message when running anomaly detection with exogenous variables (future values known), with Azure AI endpoint

Image

There's nothing useful in the traceback too Same script & data works fine with public API (model='timegpt-1')

Use case

anomalies_df = nixtla_client.detect_anomalies( df=train_df_complete[['unique_id','ds','y','3M','6M']], time_col='ds', target_col='y', model='azureai' )

aferdoash avatar Jan 16 '25 12:01 aferdoash

After comparing API response with different versions of the input data and also input data itself, it became apparent that the azureai version of the model expects no missing values in the exogenous variables too. Can you make this distinction between TimeGPT & TimeGen-1 clear on your documentation page?

aferdoash avatar Jan 16 '25 12:01 aferdoash