Codeflare-SDK

An intuitive, easy-to-use python interface for batch resource requesting, access, job submission, and observation. Simplifying the developer's life while enabling access to high-performance compute resources, either in the cloud or on-prem.

Tutorial and basics walkthrough coming soon!

Full documentation can be found here

Installation

Can be installed via pip: pip install codeflare-sdk

Development

Prerequisites

We recommend using Python 3.9 for development. Install development specific dependencies: $ pip install -r requirements-dev.txt

Additional dependencies can be found in requirements.txt: $ pip install -r requirements.txt

Pre-commit

We use pre-commit to make sure the code is consistently formatted. To make sure that pre-commit is run every time you commit changes, simply run pre-commit install

Testing

• To run the unit tests, run pytest -v tests/unit_test.py
• Any new test functions/scripts can be added into the tests folder
• NOTE: Functional tests coming soon, will live in tests/func_test.py

Code Coverage

• Run tests with the following command: coverage run -m --source=src pytest tests/unit_test.py
• To then view a code coverage report w/ missing lines, run coverage report -m

Code Formatting

• To check file formatting, in top-level dir run black --check .
• To auto-reformat all files, remove the --check flag
• To reformat an individual file, run black <filename>

Package Build

To build the python package: $ poetry build

Release Instructions

The following instructions apply when doing release manually.

• Check and update the version in "pyproject.toml" file.
• Generate new documentation. pdoc --html -o docs src/codeflare_sdk && pushd docs && rm -rf cluster job utils && mv codeflare_sdk/* . && rm -rf codeflare_sdk && popd (it is possible to install pdoc using the following command poetry install --with docs)
• Commit all the changes to the repository.
• Create Github release (https://docs.github.com/en/repositories/releasing-projects-on-github/managing-releases-in-a-repository#creating-a-release).
• Build the Python package. poetry build
• If not present already, add the API token to Poetry. poetry config pypi-token.pypi API_TOKEN
• Publish the Python package. poetry publish
• Check and update the version in "custom-nb-image/VERSION" file.
• Update the codeflare-sdk version in "custom-nb-image/Dockerfile".
• Commit all the changes to the repository.
• The Github "Image" workflow should take care about the building and publishing of the new image. If not you can use the following instructions to build and publish image manually.
• Change directory to custom-nb-image. cd custom-nb-image
• Get tag export tag=$(cat VERSION)
• Build the Docker image. docker build -t quay.io/project-codeflare/notebook:${tag} .
• Tag the image as latest. docker tag quay.io/project-codeflare/notebook:${tag} quay.io/project-codeflare/notebook:latest
• Login to quay.io. docker login quay.io
• Push the image. docker push quay.io/project-codeflare/notebook:${tag}
• Push the image. docker push quay.io/project-codeflare/notebook:latest