aws / aws/sagemaker-python-sdk

Model Monitor on Batch Tansform

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#1,703 1 comment 0 reactions 1 assignee Claimed by @nargokul View on GitHub
component: model monitor type: feature request
Dominant language
Python
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Description

**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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