secretflow-ray

v2.2.0

Ray provides a simple, universal API for building distributed applications. For more information about how to use this package see README

Latest version published 2 years ago

License: Apache-2.0

PyPI

GitHub

Package Health Score

55 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

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68

Popularity

Small

GitHub Stars: 32.6K
Forks: 5.51K
Contributors: 420

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package secretflow-ray, we found that it has been starred 32,597 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Jan 9, 2023
Direct Vulnerabilities: 0
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Indirect Vulnerabilities: 0
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License Risk: 0
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All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

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Maintenance

Inactive

Commit Frequency

Open Issues: 3.41K
Open PR: 463
Last Release: 2 years ago
Last Commit: 2 months ago

Further analysis of the maintenance status of secretflow-ray 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 secretflow-ray 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: 420
Funding: No

A good and healthy external contribution signal for secretflow-ray 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 secretflow-ray is missing a Code of Conduct.

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Package

Python Versions Compatibility: ==3.10.*, ==3.6.*, ==3.7.*, ==3.8.*, ==3.9.*

Age: 2 years
Latest Release: 2 years ago
Dependencies: 16 Direct / 22 Total
Versions: 3
Maintainers: 1
Wheels: Linux, macOS

Readme

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for simplifying ML compute:

Learn more about Ray AIR and its libraries:

Datasets: Distributed Data Preprocessing
Train: Distributed Training
Tune: Scalable Hyperparameter Tuning
RLlib: Scalable Reinforcement Learning
Serve: Scalable and Programmable Serving

Or more about Ray Core and its key abstractions:

Tasks: Stateless functions executed in the cluster.
Actors: Stateful worker processes created in the cluster.
Objects: Immutable values accessible across the cluster.

Ray runs on any machine, cluster, cloud provider, and Kubernetes, and features a growing ecosystem of community integrations.

Install Ray with: pip install ray. For nightly wheels, see the Installation page.

Why Ray?

Today's ML workloads are increasingly compute-intensive. As convenient as they are, single-node development environments such as your laptop cannot scale to meet these demands.

Ray is a unified way to scale Python and AI applications from a laptop to a cluster.

With Ray, you can seamlessly scale the same code from a laptop to a cluster. Ray is designed to be general-purpose, meaning that it can performantly run any kind of workload. If your application is written in Python, you can scale it with Ray, no other infrastructure required.

More Information

Older documents:

Getting Involved

Platform	Purpose	Estimated Response Time	Support Level
Discourse Forum	For discussions about development and questions about usage.	< 1 day	Community
GitHub Issues	For reporting bugs and filing feature requests.	< 2 days	Ray OSS Team
Slack	For collaborating with other Ray users.	< 2 days	Community
StackOverflow	For asking questions about how to use Ray.	3-5 days	Community
Meetup Group	For learning about Ray projects and best practices.	Monthly	Ray DevRel
Twitter	For staying up-to-date on new features.	Daily	Ray DevRel

secretflow-ray dependencies

aiosignal attrs click dataclasses filelock frozenlist grpcio jsonschema msgpack numpy packaging protobuf pyyaml requests typing-extensions virtualenv

FAQs

What is secretflow-ray?

Ray provides a simple, universal API for building distributed applications. Visit Snyk Advisor to see a full health score report for secretflow-ray, including popularity, security, maintenance & community analysis.

Is secretflow-ray popular?

The python package secretflow-ray receives a total of 339 weekly downloads. As such, secretflow-ray popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is secretflow-ray well maintained?

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

Is secretflow-ray safe to use?

While scanning the latest version of secretflow-ray, 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 October-2024, at 01:08 (UTC).

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