Package Health Score

84 / 100

security
No known security issues
popularity
Small
maintenance
Healthy
community
Active

Popularity

Small

GitHub Stars: 167
Forks: 43
Contributors: 30

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package merlin-sdk, we found that it has been starred 167 times.

Security

No known security issues

Security and license risk for latest version

Release Date: Nov 18, 2024
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

Apache-2.0

Security Policy

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Maintenance

Healthy

Commit Frequency

Open Issues: 9
Open PR: 2
Last Release: 7 days ago
Last Commit: 1 month ago

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

We found that merlin-sdk demonstrates a positive version release cadence with at least one new version released in the past 3 months.

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: Yes
Contributors: 30
Funding: No

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

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Package

Python Versions Compatibility: <3.11,>=3.8

Age: 4 years
Latest Release: 7 days ago
Dependencies: 0 Direct
Versions: 176
Maintainers: 3
Wheels: OS Independent

Readme

Merlin SDK

This project contains python library for interacting with Merlin, machine learning model serving component of CaraML. It provides interface to:

Manage ML project resources
Track metrics and training performance
Package and Deploy Model

Installation

pip install merlin-sdk

and authenticate to gcloud

gcloud auth application-default login

Getting Started

The easiest way to get started is to explore example notebook:

Development

Requirements:

pipenv (pip install pipenv)
swagger code gen (brew install swagger-codegen)

Setup development environment:

make setup

Merlin CLI

With the CLI, users can deploy a trained model (serialized model) without touching Python code at all.

To use the CLI:

// to see available subcommands
merlin --help

// to see subcommand options
merlin SUBCOMMAND --help

// deploy existing xgboost model located inside cur_model_dir
merlin deploy --url localhost --model-type xgboost --project sample --model-dir cur_model_dir --model-name xgboost-sample --env staging

// undeploy xgboost-sample version 1
merlin undeploy --url localhost --project sample --model-name xgboost-sample --model-version=1

// generate pyfunc code base
merlin scaffold -p merlin-project -m model-name -e id

FAQs

What is merlin-sdk?

Python SDK for Merlin. Visit Snyk Advisor to see a full health score report for merlin-sdk, including popularity, security, maintenance & community analysis.

Is merlin-sdk popular?

The python package merlin-sdk receives a total of 9,370 weekly downloads. As such, merlin-sdk popularity was classified as small. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is merlin-sdk well maintained?

We found that merlin-sdk demonstrated a healthy version release cadence and project activity. It has a community of 30 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is merlin-sdk safe to use?

The python package merlin-sdk was scanned for known vulnerabilities and missing license, and no issues were found. Thus the package was deemed as safe to use. See the full health analysis review.

Last updated on 21 November-2024, at 02:06 (UTC).

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merlin-sdk

Python SDK for Merlin 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

Embed Package Health Score Badge

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Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

Merlin SDK

Installation

Getting Started

Development

Merlin CLI

FAQs

What is merlin-sdk?

Is merlin-sdk popular?

Is merlin-sdk well maintained?

Is merlin-sdk 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

Merlin SDK

Installation

Getting Started

Development

Merlin CLI

FAQs

What is merlin-sdk?

Is merlin-sdk popular?

Is merlin-sdk well maintained?

Is merlin-sdk 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