Sklearn on aws lambda

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Sklearn on aws lambda

L0 Member

I want to use sklearn on AWS lambda. sklearn has dependencies on scipy(173MB) and numpy(75MB). The combined size of all these packages exceeds AWS Lambda disk space limit of 256 MB.

How can I use AWS lambda to use sklearn?


L0 Member

1) installing the modules dynamically
2) AWS batch


1) installing the modules dynamically

def lambdahandler():
   #install numpy package 
   # numpy code 
   #uninstall numpy package
   ## now install Scipy package 
      # execute scipy code

or vice versa depends on your code

2) using Aws batch
This is the best way where you don't have any limitation regarding Memory space. just you need to build a Docker   (AWS Trainingimage and need to write an all required packages and libraries inside the requirement.txt file.


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