aws / aws/sagemaker-python-sdk
Model Monitor on Batch Tansform
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component: model monitor
type: feature request
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Beschreibung
**Describe the feature you'd like**
Model monitoring for batch transformers behaving the same as normal endpoints.
**How would this feature be used? Please describe.**
Adding a data capture config to the transformer: https://sagemaker.readthedocs.io/en/stable/api/inference/transformer.html?highlight=transformer
**Describe alternatives you've considered**
Using only endpoints, end multiple endpoints where necessary. We are currently having a look at ML flow tracking: https://www.mlflow.org/docs/latest/tracking.html
**Additional context**
NA
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