refining input before sending it to the predicition API
Hello,
I have an end point for a prediction model that's supposed to receive the input directly from the UI. is there a way I can modify the way the API handles the request? because the data sent from the UI needs some refining before the model can process the request.
Operating system used: Windows 11
Best Answer
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Alexandru Dataiker, Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 1,212 DataikerHi @rawan_mohammed
,You may need to use different endpoints to achieve what you are looking for here if the data preparation steps (in the “Script” tab) included in the endpoint are not sufficient.
https://doc.dataiku.com/dss/latest/apinode/enrich-prediction-queries.html
https://knowledge.dataiku.com/latest/courses/mlops/real-time-apis/endpoints-and-enrichments.html
You can also use a custom python endpoint to sanitize the input for the prediction endpoint and call the prediction endpoint from this endpoint.
https://doc.dataiku.com/dss/latest/apinode/api/endpoints-api.html#calling-another-endpoint
Thanks