Re:New for AWS Lambda: Use Any Programming Language and Shar...
by richstoner on Thursday November 29, 2018 @07:25PM
(#18565524)
We've been running a stripped down version of numpy + scipy + matplotlib in lambda. We'd build the environment in a docker container with Amazon linux, manually remove unneeded shared objects and then rezip the local environment before uploading to s3.
A similar method is described here: https://serverlesscode.com/post/deploy-scikitlearn-on-lamba/
Layers should make this entire process easier.
Re:New for AWS Lambda: Use Any Programming Language and Shar...
by dacm on Friday November 30, 2018 @07:09AM
(#18568495)
When I worked on this I used this article as a reference: https://serverless.com/blog/serverless-python-packaging/ and also ended up with a huge image. What that article didn't mention is that the virtual environment folder should be excluded in the serverless config file, as the runtime is provided by boto3. So adding:
package: exclude: - venv/
would reduce the size considerably (to 50 MB in my case)
I came to this thread specifically to find out about numpy and pandas on lambda.