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SageMaker Batch Transform local mode?

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Hi,

A customer is experimenting with SageMaker batch transform with parquet and is interested is some form of local development to speedup iteration. Does SageMaker Batch Transform support local mode?

EXPERT
asked 3 years ago99 views
1 Answer
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Accepted Answer

You can do local testing by running the container in serve mode as a docker. Then using Curl/Postman to send an HTTP request and inspecting the response.

The request can be CSV/JSON or binary (a parquet file in your case).

If you're able to run the Pytorch model in serve mode locally, then this local testing provides a lot of coverage before running in Batch Transform itself.

answered 3 years ago

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