ML Enricher
Description
ML Enricher components are autogenerated by Nussknacker based on any of the following integrations:
- MLflow ML models registry
- Databricks Unity Catalog ML models registry
- ONNX (models registry)
- PMML (models registry)
Parameters and configuration
A scenario node based on any of the above integration will contain the following parameters:
| Name | Description |
|---|---|
| Model | Select the model you want to choose. The list of available models is retrieved from the models registry of the integration this component was generated from. |
| Version | Model version |
| Raw editor | Set to true if you want to provide all model inputs as one record instead of one entry field per input. Defaults to false. |
| Input parameters | Raw editor off - an entry field for each of the model's input parameters. Nussknacker validates the data type of each entry field against the model's signature. |
| Parameters | Raw editor on - a single record holding all model inputs, with one field per input of the model's signature. |
| Output variable name | this variable will contain the result of the model inference. |