Difference between ScriptProcessor vs Processor

[mdrmuhaimin]

From Sagemaker python SDK I have seen two API, ScriptProcessor and Processor. It seems like we can achieve the same goals using either of them, the only difference I noticed ScriptProcessor support docker command parameter on the other hand Processor support docker entrypoint parameter.

Is there any other difference amongst them? Can we improve the documentation to define when to use which?

[chuyang-deng]

Hi @mdrmuhaimi n, from what I understand, the key difference between Processor and ScriptProcessor is that ScriptProcessor takes a code parameter that allows you to process data and evaluate model: https://github.com/aws/sagemaker-python-sdk/blob/master/src/sagemaker/processing.py#L354

Here's some instruction to use ScriptProcessor

[laurenyu]

I've opened a PR to try and help: #1600. As Chuyang said, the ScriptProcessor's code parameter allows you to provide a script to be run as part of the Processing Job.

Docs: https://sagemaker.readthedocs.io/en/stable/amazon_sagemaker_processing.html

[laurenyu]

doc changes have been released in https://github.com/aws/sagemaker-python-sdk/releases/tag/v1.65.1. feel free to reopen if you have further questions.