Sklearn on aws lambda

Lianamelissa — Mon, 05 Feb 2018 12:34:49 GMT

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?

Re: Sklearn on aws lambda

johnson267 — Wed, 02 Feb 2022 12:00:22 GMT

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 Training) image and need to write an all required packages and libraries inside the requirement.txt file.

topic Sklearn on aws lambda in VM-Series in the Public Cloud

Sklearn on aws lambda

Re: Sklearn on aws lambda