Package Health Score

57 / 100

security
Security review needed
popularity
Small
maintenance
Inactive
community
Active

Popularity

Small

GitHub Stars: 3.64K
Forks: 1.64K
Contributors: 410

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package kfp-local, we found that it has been starred 3,641 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Apr 30, 2022
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
10
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: 195
Open PR: 54
Last Release: 3 years ago
Last Commit: 10 days ago

Further analysis of the maintenance status of kfp-local 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 kfp-local 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: 410
Funding: No

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

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Package

Python Versions Compatibility: >=3.7

Age: 3 years
Latest Release: 3 years ago
Dependencies: 1 Direct / 61 Total
Versions: 2
Maintainers: 0
Wheels: OS Independent

Readme

kfp-local

Pipelines built with kfp(kubeflow pipeline) execute in k8s cluster.

During the development of kubeflow pipeline components, we usually upload the pipeline to kfp server and run it in k8s, if anything wrong we fix it locally and upload it again.

It should be helpful for the development efficiency if the above process takes place in local host, that's what kfp-local cares.

Installation

pip install kfp-local

Usage

from kfp_local import LocalClient

local_client = LocalClient()
result = local_client.create_run_from_pipeline_func(
            pipeline_func,
            arguments={"foo": "bar"},
            execution_mode=LocalClient.ExecutionMode("local"),
        )
if result.success:
    a_output_filepath = result.get_output_file(task_name="a-task", output="a_output_name")

Additional configuration

The demo code in Usage executes pipeline in local process with ExecutionMode('local'), ExecutionMode controls how the pipline executes.

There are some options of ExecutionMode:

mode: Default execution mode, default 'docker'
images_to_exclude: If the image of op is in images_to_exclude, the op is executed in the mode different from default_mode.
tasks_to_exclude: If the name of task is in tasks_to_exclude, the op is executed in the mode different from default_mode.
docker_options: Docker options used in docker mode, e.g. docker_options=["-e", "foo=bar"].

For more information about how to make use of kfp_local, please refer to unit test.

kfp compatibility

kfp-local is tested with kfp>=1.8.9,<2.0 for now.

Supports:

Control flow: Condition, ParallelFor, ExitHandler
Data passing: InputPath, OutputPath, Input

Don't support for now:

Importer
Artifact iterator
Caching

kfp-local dependencies

kfp

FAQs

What is kfp-local?

kfp local client runs pipelines on local host or in docker container. Visit Snyk Advisor to see a full health score report for kfp-local, including popularity, security, maintenance & community analysis.

Is kfp-local popular?

The python package kfp-local receives a total of 40 weekly downloads. As such, kfp-local popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is kfp-local well maintained?

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

Is kfp-local safe to use?

While scanning the latest version of kfp-local, 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 29 December-2024, at 16:49 (UTC).

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kfp-local

kfp local client runs pipelines on local host or in docker container For more information about how to use this package see README

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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

kfp-local

Installation

Usage

Additional configuration

kfp compatibility

kfp-local dependencies

FAQs

What is kfp-local?

Is kfp-local popular?

Is kfp-local well maintained?

Is kfp-local 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

kfp-local

Installation

Usage

Additional configuration

kfp compatibility

kfp-local dependencies

FAQs

What is kfp-local?

Is kfp-local popular?

Is kfp-local well maintained?

Is kfp-local 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