Substra is an open source federated learning (FL) software. This specific repository, substra-tools, is a Python package defining base classes for Dataset (data opener script) and wrappers to execute functions submitted on the platform.
To install the substratools Python package, run the following command:
pip install substratools
Clone the repository: https://github.com/Substra/substra-tools
To setup the project in development mode, run:
pip install -e ".[dev]"
To run all tests, use the following command:
make test
The changelog is managed with towncrier.
To add a new entry in the changelog, add a file in the changes folder. The file name should have the following structure:
<unique_id>.<change_type>.
The unique_id is a unique identifier, we currently use the PR number.
The change_type can be of the following types: added, changed, removed, fixed.
To generate the changelog (for example during a release), use the following command (you must have the dev dependencies installed):
towncrier build --version=<x.y.z>
You can use the --draft option to see what would be generated without actually writing to the changelog (and without removing the fragments).
FAQs
Python tools to submit functions on the Substra platform
We found that substratools demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 5 open source maintainers collaborating on the project.
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