https://github.com/getindata/kedro-sagemaker

Kedro Plugin to support running pipelines on AWS SageMaker.
https://github.com/getindata/kedro-sagemaker

kedro kedro-plugin machinelearning mlops sagemaker

Last synced: 28 days ago
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Kedro Plugin to support running pipelines on AWS SageMaker.

• Host: GitHub
• URL: https://github.com/getindata/kedro-sagemaker
• Owner: getindata
• License: apache-2.0
• Created: 2022-11-24T14:50:36.000Z (about 2 years ago)
• Default Branch: develop
• Last Pushed: 2023-12-05T18:21:55.000Z (about 1 year ago)
• Last Synced: 2024-10-29T05:34:49.705Z (about 2 months ago)
• Topics: kedro, kedro-plugin, machinelearning, mlops, sagemaker
• Language: Python
• Homepage: https://kedro-sagemaker.readthedocs.io
• Size: 1.11 MB
• Stars: 18
• Watchers: 9
• Forks: 8
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-kedro - kedro-sagemaker - Enables running a Kedro pipeline with Amazon SageMaker service. ([Kedro plugins](https://docs.kedro.org/en/stable/extend_kedro/plugins.html))

README

        
# Kedro SageMaker Pipelines plugin

[![Python Version](https://img.shields.io/pypi/pyversions/kedro-sagemaker)](https://github.com/getindata/kedro-sagemaker)

[![License](https://img.shields.io/badge/license-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)

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[![PyPI version](https://badge.fury.io/py/kedro-sagemaker.svg)](https://pypi.org/project/kedro-sagemaker/)

[![Downloads](https://pepy.tech/badge/kedro-sagemaker)](https://pepy.tech/project/kedro-sagemaker)

[![Maintainability Rating](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-sagemaker&metric=sqale_rating)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-sagemaker)

[![Coverage](https://sonarcloud.io/api/project_badges/measure?project=getindata_kedro-sagemaker&metric=coverage)](https://sonarcloud.io/summary/new_code?id=getindata_kedro-sagemaker)

[![Documentation Status](https://readthedocs.org/projects/kedro-sagemaker/badge/?version=latest)](https://kedro-sagemaker.readthedocs.io/en/latest/?badge=latest)



  

  
We help companies turn their data into assets


## About

This plugin enables you to run Kedro projects on Amazon SageMaker. Simply install the package and use the provided `kedro sagemaker` commands to build, push, and run your project on SageMaker.



## Documentation 

For detailed documentation refer to https://kedro-sagemaker.readthedocs.io/

## Usage guide

```

Usage: kedro sagemaker [OPTIONS] COMMAND [ARGS]...

Options:

  -e, --env TEXT  Environment to use.

  -h, --help      Show this message and exit.

Commands:

  compile  Compiles the pipeline to a JSON file

  init     Creates basic configuration for Kedro SageMaker plugin

  run      Runs the pipeline on SageMaker Pipelines

```

## Quickstart

Follow **quickstart** section on [kedro-sagemaker.readthedocs.io](https://kedro-sagemaker.readthedocs.io/) to see how to run your Kedro project on AWS SageMaker or watch the video below: