The cfa-cloudops python module is intended to ease the challenge of working in the cloud (currently limited to Azure) for data scientists at CFA. Typically, it takes deep knowledge to authenticate and complex coding patterns to interact with the cloud via python, which takes away time and resources from data scientists doing predictions, modeling, and more impactful work. cfa-cloudops simplifies many repeated workflows when interacting with the cloud and unifies CFA's approach in developer interaction with the cloud. For example, creating a pool and running jobs in Azure may take several credentials and different clients to complete, but with cfa-cloudops, this is reduced to a small number of functions with only a few user-provided parameters.
To use cfa-cloudops, you need Python 3.9 or higher, Azure CLI, and any python package manager.
Currently cfa-cloudops is only available to install from GitHub.
To install using pip:
pip install git+https://github.com/CDCgov/cfa-cloudops.gitView the documentation here for more help getting started with the package.
To build documentation locally, clone this repo, navigate to the root of this repo, then run poetry run mkdocs serve.
This repository constitutes a work of the United States Government and is not subject to domestic copyright protection under 17 USC § 105. This repository is in the public domain within the United States, and copyright and related rights in the work worldwide are waived through the CC0 1.0 Universal public domain dedication. All contributions to this repository will be released under the CC0 dedication. By submitting a pull request you are agreeing to comply with this waiver of copyright interest.
The repository utilizes code licensed under the terms of the Apache Software License and therefore is licensed under ASL v2 or later.
This source code in this repository is free: you can redistribute it and/or modify it under the terms of the Apache Software License version 2, or (at your option) any later version.
This source code in this repository is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the Apache Software License for more details.
You should have received a copy of the Apache Software License along with this program. If not, see http://www.apache.org/licenses/LICENSE-2.0.html
The source code forked from other open source projects will inherit its license.
This repository contains only non-sensitive, publicly available data and information. All material and community participation is covered by the Disclaimer and Code of Conduct. For more information about CDC's privacy policy, please visit http://www.cdc.gov/other/privacy.html.
Anyone is encouraged to contribute to the repository by forking and submitting a pull request. (If you are new to GitHub, you might start with a basic tutorial.) By contributing to this project, you grant a world-wide, royalty-free, perpetual, irrevocable, non-exclusive, transferable license to all users under the terms of the Apache Software License v2 or later.
All comments, messages, pull requests, and other submissions received through CDC including this GitHub page may be subject to applicable federal law, including but not limited to the Federal Records Act, and may be archived. Learn more at http://www.cdc.gov/other/privacy.html.
This repository is not a source of government records, but is a copy to increase collaboration and collaborative potential. All government records will be published through the CDC web site.
Please refer to CDC's Template Repository for more information about contributing to this repository, public domain notices and disclaimers, and code of conduct.