vdk-huggingface

v0.1.1190994517

Integrate VDK with Huggingface as both data source and target For more information about how to use this package see README

Latest version published 4 months ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

68 / 100

security
Security review needed
popularity
Limited
maintenance
Sustainable
community
Active

Popularity

Limited

GitHub Stars: 413
Forks: 54
Contributors: 40

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package vdk-huggingface, we found that it has been starred 413 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Feb 26, 2024
Direct Vulnerabilities: 0
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0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
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0
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License Risk: 0
H
1
M
0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

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Maintenance

Sustainable

Commit Frequency

Open Issues: 225
Open PR: 12
Last Release: 4 months ago
Last Commit: 1 month ago

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

We found that vdk-huggingface demonstrates a positive version release cadence with at least one new version released in the past 12 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

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: Yes
Contributors: 40
Funding: No

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

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Package

Python Versions Compatibility: ==3.10.*, ==3.11.*, ==3.12.*, ==3.7.*, ==3.8.*, ==3.9.*

Age: 8 months
Latest Release: 4 months ago
Dependencies: 2 Direct / 20 Total
Versions: 4
Maintainers: 1
Wheels: No

Readme

Huggingface

Versatile Data Kit (VDK) plugin for integrating with Huggingface as both a data source and a target. This plugin allows you to ingest data payloads into a Huggingface repository and makes it easier to work with datasets stored in Huggingface.

Usage

pip install vdk-huggingface

The functionality adds new ingestion method "huggingface" which can be used like that:

job_input.send_object_for_ingestion(data, method="huggingface")

Configuration

(vdk config-help is useful command to browse all config options of your installation of vdk)

Name	Description	(example) Value
HUGGINGFACE_TOKEN	HuggingFace API token for authentication. Get one from HuggingFace Settings	""
HUGGINGFACE_REPO_ID	HuggingFace Dataset repository ID	"username/test-dataset"

Build and testing

pip install -r requirements.txt
pip install -e .
pytest

In VDK repo ../build-plugin.sh script can be used also.

Note about the CICD:

.plugin-ci.yaml is needed only for plugins part of Versatile Data Kit Plugin repo.

The CI/CD is separated in two stages, a build stage and a release stage. The build stage is made up of a few jobs, all which inherit from the same job configuration and only differ in the Python version they use (3.7, 3.8, 3.9 and 3.10). They run according to rules, which are ordered in a way such that changes to a plugin's directory trigger the plugin CI, but changes to a different plugin does not.

vdk-huggingface dependencies

huggingface-hub vdk-core

FAQs

What is vdk-huggingface?

Integrate VDK with Huggingface as both data source and target. Visit Snyk Advisor to see a full health score report for vdk-huggingface, including popularity, security, maintenance & community analysis.

Is vdk-huggingface popular?

The python package vdk-huggingface receives a total of 90 weekly downloads. As such, vdk-huggingface popularity was classified as limited. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is vdk-huggingface well maintained?

We found indications that vdk-huggingface maintenance is sustainable demonstrating some project activity. We saw a total of 40 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is vdk-huggingface safe to use?

While scanning the latest version of vdk-huggingface, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 25 June-2024, at 14:48 (UTC).

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