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exasol
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sagemaker-extension
An Exasol extension to interact with AWS SageMaker from inside the database
MIT License
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Implement PredictionUDF using api-endpoint
#22
Closed
tkilias
closed
2 years ago
tkilias
commented
2 years ago
Background
The extension only gets useful with prediction from Exasol
Question:
Do we create UDF per Model, TrainingJob (preferred)
possible to hard code model specific things, like model connection object name
the connection object can be changed without changing the UDF
you can do proper typing -> proper types Input and output variables
use generic UDF, where you variadic parameters
Option 1. requires a Luascript which create the UDF, connection object and the api endpoint
How to shut down and resume endpoint?
umitbuyuksahin
commented
2 years ago
Reads connection object
if "Not running" then Error("Endpoint not running")
else send data for prediction
Background