There are four Realtime Single Transaction Predict functions in BYOM. Realtime predict functions are used for obtaining prediction values for a single transaction that requires an immediate response to the requesting application submitting the query. They are:
- PMMLPredictRT
- ONNXPredictRT
- ONNXEmbeddingsRT
- ONNXSeq2SeqRT
There are two ways to store the model for use by the Realtime functions:
- The model is installed on a Vantage system using the SYSUIF.INSTALL_FILE command.
- You must have been granted the SELECT, CREATE, and DROP permissions on the local database as a minimum to use the install command.
- The option to store the model as a file in the Vantage file system is not available in VantageCloud Lake or systems where the UDF container is enabled.
- The model is stored in a BYOM table.