The GeoLambda project provides public Docker images and AWS Lambda Layers containing common geospatial native libraries. GeoLambda contains the libraries PROJ.5, GEOS, GeoTIFF, HDF4/5, SZIP, NetCDF, OpenJPEG, WEBP, ZSTD, and GDAL. For some applications you may wish to minimize the size of the libraries by excluding unused libraries, or you may wish to add other libraries. In this case this repository can be used as a template to create your own Docker image or Lambda Layer following the instructions in this README.
This repository also contains examples and pre-built images for specific runtimes.
While GeoLambda was initially intended for AWS Lambda they are also useful as base geospatial Docker images. The version of GDAL included for different versions of GeoLambda is shown here:
| geolambda | GDAL |
|---|---|
| 1.0.0 | 2.3.1 |
| 1.1.0 | 2.4.1 |
To get the version numbers of all installed packages see the CHANGELOG or the Dockerfile for the specific version.
The Docker images used to create the Lambda layer are also published to Docker Hub, and thus are also suitable for general use as a base image for geospatial applications.
The developmentseed/geolambda image in Docker Hub is tagged by version.
$ docker pull developmentseed/geolambda:<version>
Or just include it in your own Dockerfile as the base image.
FROM developmentseed/geolambda:${VERSION}
The GeoLambda image does not have an entrypoint defined, so a command must be provided when you run it. This example will mount the current directory to /work and run the container interactively.
$ docker run --rm -v $PWD:/home/geolambda -it developmentseed/geolambda:latest /bin/bash
If you just wish to use the publicly available Lambda layer you will need the ARN for the layer in same region as your Lambda function. Currently, GeoLambda layers are available in us-east-1, us-west-2, and eu-central-1. If you want to use it in another region please file an issue or you can also create your own layer using this repository (see instructions below on 'Create a new version').
| Region | ARN |
|---|---|
| us-east-1 | arn:aws:lambda:us-east-1:552188055668:layer:geolambda:1 |
| us-west-2 | arn:aws:lambda:us-west-2:552188055668:layer:geolambda:1 |
| eu-central-1 | arn:aws:lambda:eu-central-1:552188055668:layer:geolambda:1 |
| Region | ARN |
|---|---|
| us-east-1 | arn:aws:lambda:us-east-1:552188055668:layer:geolambda-dev:3 |
| us-west-2 | arn:aws:lambda:us-west-2:552188055668:layer:geolambda-dev:3 |
| eu-central-1 | arn:aws:lambda:eu-central-1:552188055668:layer:geolambda-dev:3 |
Contributions to the geolambda project are encouraged. The goal is to provide a turnkey method for developing and deploying geospatial Python based projects to Amazon Web Services. The 'master' branch in this repository contains the current state as deployed to the developmentseed/geolambda:latest image on Dockerhub, along with a tag of the version. The 'develop' branch is the development version and is not deployed to Dockerhub.
When making a merge to the master branch be sure to increment the VERSION in the CircleCI config.yml file. Circle will push the new version as a tag to GitHub and build and push the image to Docker Hub. If a GitHub tag already exists with that version the process will fail.
Use the Dockerfile here as a template for your own version of GeoLambda. Simply edit it to remove or add additional libraries, then build and tag with your own name. The steps below are used to create a new official version of GeoLambda, replace developmentseed/geolambda with your own name.
To create a new version of GeoLambda follow these steps.
- update the version in the
VERSIONfile
The version in the VERSION file will be used to tag the Docker images and create a GitHub tag.
- build the image:
$ VERSION=$(cat VERSION)
$ docker build . -t developmentseed/geolambda:${VERSION}
- Push the image to Docker Hub:
$ docker push developmentseed/geolambda:${VERSION}
- Create deployment package using the built-in packaging script
$ docker run --rm -v $PWD:/home/geolambda \
-it developmentseed/geolambda:${VERSION} package.sh
This will create a lambda/ directory containing the native libraries and related files, along with a lambda-deploy.zip file that can be deployed as a Lambda layer.
- Push as Lambda layer (if layer already exists a new version will be created)
$ aws lambda publish-layer-version \
--layer-name geolambda \
--license-info "MIT" \
--description "Native geospatial libaries for all runtimes" \
--zip-file fileb://lambda-deploy.zip
- Make layer public (needs to be done each time a new version is published)
$ aws lambda add-layer-version-permission --layer-name geolambda \
--statement-id public --version-number 1 --principal '*' \
--action lambda:GetLayerVersion