NCML to STAC

Converts a NCML XML with NetCDF file reference to a STAC Item JSON definition.

CWL Application Package for Weaver OGC API - Processes

This project can be directly converted to a Common Workflow Language (CWL) definition to generate a standalone and containerized Application Package. This package can then be deployed on a OGC API - Processes capable server that supports Part 2: Deploy, Replace, Undeploy (DRU) extension, such as Weaver.

To do so, use the following steps.

1. Generate a CWL corresponding to the Notebook. This will also build a Docker image with all necessary dependencies.

   shell jupyter-repo2cwl "https://github.com/crim-ca/ncml2stac" -o /tmp

   (replace the Git repository URL by the path if the clone locally)

2. (optional) Push the generated Docker image to a Docker registry.

   Look for the output from the previous jupyter-repo2cwl command to find the generated dockerImageId. Alternatively, look for the Docker tag applied for DockerRequirement in /tmp/notebooks_ncml2stac.cwl.

   By default, the generated CWL will use dockerImageId under the DockerRequirement. This means that CWL will expect to run the built Docker image directly without pulling it. If the remote Weaver server is expected to already have the Docker image in cache (i.e.: docker pull ran manually on the server beforehand), then the tag under dockerImageId should be set by the server administrator for that pulled image on the server.

   If a different tag is used for pushing the Docker image to a Docker registry, and that it is expected that the Weaver server will automatically pull that image before running it, then the DockerRequirement will need to be adjusted accordingly with the adjusted Docker repository and image tag location. Specifically, the dockerImageId needs to be replaced by dockerPull using the selected registry location (e.g.: <docker-registry>/<org>/<image:tag>).

3. Deploy the process in Weaver using the CWL file.

   shell weaver deploy -u http://example.com/weaver -i ncml2stac --cwl /tmp/notebooks_ncml2stac.cwl

References

• NCML XML to STAC Item JSON conversion logic:
  • https://github.com/crim-ca/stac-populator
• Jupyter Notebook to CWL using jupyter-repo2cwl:
  • https://github.com/common-workflow-lab/ipython2cwl
  • https://ipython2cwl.readthedocs.io/en/latest/
• Git Repository to Docker with Jupyter Notebook using jupyter-repo2docker:
  • https://github.com/jupyterhub/repo2docker
  • https://repo2docker.readthedocs.io/