Package Health Score

60 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Active

Popularity

Recognized

GitHub Stars: 8.46K
Forks: 1.93K
Contributors: 220

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package vowpal-wabbit-next, we found that it has been starred 8,465 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Oct 6, 2023
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

BSD-3-Clause

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 131
Open PR: 0
Last Release: 1 year ago
Last Commit: 3 months ago

Further analysis of the maintenance status of vowpal-wabbit-next based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for vowpal-wabbit-next is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 220
Funding: No

A good and healthy external contribution signal for vowpal-wabbit-next project, which invites more than one hundred open source maintainers to collaborate on the repository.

We found a way for you to contribute to the project! Looks like vowpal-wabbit-next is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.7

Age: 2 years
Latest Release: 1 year ago
Dependencies: 2 Direct / 2 Total
Versions: 9
Maintainers: 1
Wheels: Linux, macOS, Windows

Readme

py-vowpal-wabbit-next

These are a new set of bindings for VowpalWabbit. Parity with the existing bindings is not a goal of this project as it is an opportunity for a clean slate and opportunity to rethink old decisions. The interfaces here are all subject to change so be prepared for things to change if you use this library.

Installation

pip install vowpal-wabbit-next

Example

import vowpal_wabbit_next as vw
import io

cb_input = io.StringIO(
    """shared | s
0:1:0.5 | a=0
| a=1

shared | s
| a=0
1:0:0.5 | a=1"""
)

workspace = vw.Workspace(["--cb_explore_adf"])

with vw.TextFormatReader(workspace, cb_input) as reader:
    for event in reader:
        print(workspace.predict_then_learn_one(event))

Goals

Fully typed and documented
All artifacts automatically build in CI
Focus on library usage instead of CLI behavior

Supported platforms

Wheels are provided for the following platforms:

OS+arch: Windows x86_x64, MacOS x86_x64, MacOS arm64, Linux x86_x64
Python: 3.7 (except MacOS), 3.8, 3.9, 3.10, 3.11

Development information

Local debug if using vcpkg deps

# Build
export CMAKE_TOOLCHAIN_FILE=$(pwd)/ext_libs/vcpkg/scripts/buildsystems/vcpkg.cmake
pip install -v .

# Install dev dependncies
pip install -r requirements-dev.txt

# Test
pytest

# Type check
mypy

# Format
black src tests

# Check documentation
pydocstyle src

Update pybind11 module type stub

After updating the native module the type stub must be updated. This can be done automatically like so (ideally automatically in future, or at least checked if it is stale):

./generate_types.sh

vowpal-wabbit-next dependencies

numpy typing-extensions

FAQs

What is vowpal-wabbit-next?

Experimental python bindings for VowpalWabbit. Visit Snyk Advisor to see a full health score report for vowpal-wabbit-next, including popularity, security, maintenance & community analysis.

Is vowpal-wabbit-next popular?

The python package vowpal-wabbit-next receives a total of 2,437 weekly downloads. As such, vowpal-wabbit-next popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is vowpal-wabbit-next well maintained?

We found indications that vowpal-wabbit-next is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is vowpal-wabbit-next safe to use?

While scanning the latest version of vowpal-wabbit-next, 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 5 November-2024, at 09:59 (UTC).

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vowpal-wabbit-next

Experimental python bindings for VowpalWabbit For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

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Package

Readme

py-vowpal-wabbit-next

Installation

Example

Goals

Supported platforms

Development information

Local debug if using vcpkg deps

Update pybind11 module type stub

vowpal-wabbit-next dependencies

FAQs

What is vowpal-wabbit-next?

Is vowpal-wabbit-next popular?

Is vowpal-wabbit-next well maintained?

Is vowpal-wabbit-next 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

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

py-vowpal-wabbit-next

Installation

Example

Goals

Supported platforms

Development information

Local debug if using vcpkg deps

Update pybind11 module type stub

vowpal-wabbit-next dependencies

FAQs

What is vowpal-wabbit-next?

Is vowpal-wabbit-next popular?

Is vowpal-wabbit-next well maintained?

Is vowpal-wabbit-next 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