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A sample container of Mlflow/Python for deployment to AWS Lambda for ML model serving.

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AWS Lambda using Custom Python Image

The custom container includes

When deployed to AWS Lambda, the container will add a small integer to any input dataframe and make a json response.

Commands

Train, build and run a container

make train build run

Test the container

make test

Test data

{
    "columns": ["a", "b", "c"],
    "data": [[1, 2, 3], [4, 5, 6]]
}

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A sample container of Mlflow/Python for deployment to AWS Lambda for ML model serving.

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