memee / sklearn-build

Build SKLearn for AWS Lambda

Steffen Kaiser describes how to build SKLearn python libraries for AWS Lambda here: https://medium.com/@stekaiser/cba9355b44e9

This repository contains up-to-date commands to repeat these steps.

Simple use:

If you simply want to add the sklearn libraries to your project:

docker run -v $(pwd):/outputs -it markmarijnissen/sklearn-build:latest
cp output.zip **LAMBDA_PROJECT_DIR**
unzip output.zip -d .

Advanced use: Do it yourself

If you want to change the script:

• Tweak the scripts.
• Build a docker image: docker build -t sklearn-build .
• Run it: docker run -v $(pwd):/outputs -it sklearn-build:latest
• Copy output.zip to your directory.
• Unzip output.zip

Changes from the blogpost:

• pandas is not installed (!)