View kfserving on Snyk Open Source Advisor

Package Health Score

63 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Active

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Popularity

Recognized

GitHub Stars: 3.61K
Forks: 1.06K
Contributors: 250

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package kfserving, we found that it has been starred 3,611 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Sep 4, 2021
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 1
H
11
M
0
L

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: 402
Open PR: 59
Last Release: 3 years ago
Last Commit: 3 days ago

Further analysis of the maintenance status of kfserving 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 kfserving 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.

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: No
Contributors: 250
Funding: No

A good and healthy external contribution signal for kfserving 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 kfserving is missing a Code of Conduct.

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Package

Python Versions Compatibility: >=3.6

Age: 5 years
Latest Release: 3 years ago
Dependencies: 20 Direct / 66 Total
Versions: 20
Maintainers: 4
Wheels: OS Independent

Not sure how to use kfserving?

To help you get started, we've collected the most common ways that kfserving is being used within popular public projects.

kubeflow / pipelines / components / kubeflow / kfserving / src / kfservingdeployer.py View on Github

def EndpointSpec(framework, storage_uri):
    if framework == 'tensorflow':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(tensorflow=V1alpha2TensorflowSpec(storage_uri=storage_uri)))
    elif framework == 'pytorch':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(pytorch=V1alpha2PyTorchSpec(storage_uri=storage_uri)))
    elif framework == 'sklearn':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(sklearn=V1alpha2SKLearnSpec(storage_uri=storage_uri)))
    elif framework == 'xgboost':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(xgboost=V1alpha2XGBoostSpec(storage_uri=storage_uri)))
    elif framework == 'onnx':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(onnx=V1alpha2ONNXSpec(storage_uri=storage_uri)))
    elif framework == 'tensorrt':
        return V1alpha2EndpointSpec(predictor=V1alpha2PredictorSpec(tensorrt=V1alpha2TensorRTSpec(storage_uri=storage_uri)))
    else:
        raise("Error: No matching framework: " + framework)

View more ways to use kfserving

kfserving dependencies

adal argparse avro azure-storage-blob boto3 botocore certifi cloudevents google-cloud-storage grpcio kubernetes minio numpy psutil python-dateutil setuptools six table-logger tornado urllib3

FAQs

What is kfserving?

KFServing Python SDK. Visit Snyk Advisor to see a full health score report for kfserving, including popularity, security, maintenance & community analysis.

Is kfserving popular?

The python package kfserving receives a total of 2,136 weekly downloads. As such, kfserving popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is kfserving well maintained?

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

Is kfserving safe to use?

While scanning the latest version of kfserving, 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 14 November-2024, at 12:00 (UTC).

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kfserving

KFServing Python SDK For more information about how to use this package see README

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Package

Not sure how to use kfserving?

kfserving dependencies

FAQs

What is kfserving?

Is kfserving popular?

Is kfserving well maintained?

Is kfserving 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

Not sure how to use kfserving?

kfserving dependencies

FAQs

What is kfserving?

Is kfserving popular?

Is kfserving well maintained?

Is kfserving 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

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