Skip to main content

Kedro plugin with Azure ML Pipelines support

Project description

Kedro Azure ML Pipelines plugin

Python Version License SemVer PyPI version Downloads

Maintainability Rating Coverage Documentation Status

We help companies turn their data into assets

About

Following plugin enables running Kedro pipelines on Azure ML Pipelines service.

We support 2 native Azure Machine Learning types of workflows:

  • For Data Scientists: fast, iterative development with code upload
  • For MLOps: stable, repeatable workflows with Docker

Documentation

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

Usage guide

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

Options:
  -e, --env TEXT  Environment to use.
  -h, --help      Show this message and exit.

Commands:
  compile  Compiles the pipeline into YAML format
  init     Creates basic configuration for Kedro AzureML plugin
  run      Runs the specified pipeline in Azure ML Pipelines

Quickstart

Follow quickstart section on kedro-azureml.readthedocs.io to get up to speed with plugin usage or watch the video below

Kedro Azure ML video tutorial

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

kedro_azureml-0.5.0.tar.gz (28.6 kB view details)

Uploaded Source

Built Distribution

kedro_azureml-0.5.0-py3-none-any.whl (37.2 kB view details)

Uploaded Python 3

File details

Details for the file kedro_azureml-0.5.0.tar.gz.

File metadata

  • Download URL: kedro_azureml-0.5.0.tar.gz
  • Upload date:
  • Size: 28.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.2 CPython/3.9.17

File hashes

Hashes for kedro_azureml-0.5.0.tar.gz
Algorithm Hash digest
SHA256 3fffc02aa3d780ff268918fca4de38c088a2aa1eaff8bff2d31a874aca323b92
MD5 89ff054f7c89e1fe48f57c3083a06f2e
BLAKE2b-256 ad229f74b7766d24734bf1f231712a04d42110984cce08aadf48a7b58bda42db

See more details on using hashes here.

File details

Details for the file kedro_azureml-0.5.0-py3-none-any.whl.

File metadata

File hashes

Hashes for kedro_azureml-0.5.0-py3-none-any.whl
Algorithm Hash digest
SHA256 e49abfe1722527694c26ef452dd1aef62f55e9d7cdc7be8bf8574418ce905e4c
MD5 03503c1e36ebb3d2f19ecaba2811c5f0
BLAKE2b-256 3ebe1cadbfc9527dbcf09db52830de6b7e099bb7eb5b382ea2feefe1a7245981

See more details on using hashes here.

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page