how can I preprocess input data before making predictions in sagemaker?

Question

I am calling a Sagemaker endpoint using java Sagemaker SDK. The data that I am sending needs little cleaning before the model can use it for prediction. How can I do that in

Answer 1

The SageMaker MXNet container is open source.

You add pandas do the docker container here: https://github.com/aws/sagemaker-mxnet-containers/blob/master/docker/1.1.0/Dockerfile.gpu#L4

The repo has instructions on how to build the container as well: https://github.com/aws/sagemaker-mxnet-containers#building-your-image

sagemaker container amazon-sagemaker