Sagemaker library is abusively big 33mb

[rlconst]

Describe the feature

Out of 33mb especially software\amazon\awssdk\services\sagemaker\model is 27mb

Use Case

lambda has 256mb limit and I'm struggling to deply everything I needed. After investigation I found that the main contributor to the size is sagemaker library

Proposed Solution

It makes sense to split sagemaker library to several libraries

Other Information

No response

Acknowledgements

• I may be able to implement this feature request
• This feature might incur a breaking change

AWS Java SDK version used

2.21.13

JDK version used

17

Operating System and version

al2

[debora-ito]

Out of 33mb especially software\amazon\awssdk\services\sagemaker\model is 27mb

That is the extracted size though, the full sagemaker-2.21.13.jar is 10.6 MB, which is still large when compared to most of the Java SDK modules.

But I see your point. This is an issue not only with the Java SDK v2 but with other language SDKs as well (EC2 is another module that stands out - aws/aws-sdk-go-v2#2871). A definitive solution requires coordination between the service team and the SDK team, and this will take some time.

Increasing module size is a problem that is in the SDK team radar. We appreciate your patience while we work on a long-term solution.

[rlconst]

@debora-ito I count extracted size because aws lambda limits extracted size specifically.

Anyway, thank you

[debora-ito]

Transferring this to the Java SDK v2 repo.