Package Health Score

78 / 100

security
No known security issues
popularity
Small
maintenance
Healthy
community
Sustainable

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Popularity

Small

GitHub Stars: 26
Forks: 8
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package substratools, we found that it has been starred 26 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Oct 14, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

We found a way for you to contribute to the project! Looks like substratools is missing a security policy.

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Maintenance

Healthy

Commit Frequency

Open Issues: 2
Open PR: 0
Last Release: 22 days ago
Last Commit: 22 days ago

Further analysis of the maintenance status of substratools based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that substratools demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 30
Funding: No

With more than 10 contributors for the substratools repository, this is possibly a sign for a growing and inviting community.

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Package

Python Versions Compatibility: >=3.10

Age: 5 years
Latest Release: 22 days ago
Dependencies: 0 Direct
Versions: 29
Maintainers: 5
Wheels: OS Independent

Readme

Substra-tools

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.

Getting started

To install the substratools Python package, run the following command:

pip install substratools

Developers

Clone the repository:

Setup

To setup the project in development mode, run:

pip install -e ".[dev]"

To run all tests, use the following command:

make test

How to generate the changelog

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: .. 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=

You can use the --draft option to see what would be generated without actually writing to the changelog (and without removing the fragments).

FAQs

What is substratools?

Python tools to submit functions on the Substra platform. Visit Snyk Advisor to see a full health score report for substratools, including popularity, security, maintenance & community analysis.

Is substratools popular?

The python package substratools receives a total of 2,040 weekly downloads. As such, substratools popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is substratools well maintained?

We found that substratools demonstrated a healthy version release cadence and project activity. It has a community of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is substratools safe to use?

The python package substratools was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 3 November-2024, at 03:14 (UTC).

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substratools

Python tools to submit functions on the Substra platform For more information about how to use this package see README

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Package Health Score

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Popularity

Direct Usage Popularity

Security

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Maintenance

Commit Frequency

Community

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Package

Readme

Substra-tools

Getting started

Developers

Setup

How to generate the changelog

FAQs

What is substratools?

Is substratools popular?

Is substratools well maintained?

Is substratools safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Substra-tools

Getting started

Developers

Setup

How to generate the changelog

FAQs

What is substratools?

Is substratools popular?

Is substratools well maintained?

Is substratools safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues