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-0.3.1.tar.gz (18.2 kB view details)

Uploaded Source

Built Distribution

kedro_azureml-0.3.1-py3-none-any.whl (21.7 kB view details)

Uploaded Python 3

File details

Details for the file kedro_azureml-0.3.1.tar.gz.

File metadata

  • Download URL: kedro_azureml-0.3.1.tar.gz
  • Upload date:
  • Size: 18.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for kedro_azureml-0.3.1.tar.gz
Algorithm Hash digest
SHA256 a0a605cffe1282636a8da7395c5df08b940fd03d1fc780464ea5a97a89d0bd3f
MD5 3b7a4264eb58d96957fa059a8011219f
BLAKE2b-256 b469634d0116b0db67bd684ea3f8b8611bf8887645b20f129399acfb3f94b69c

See more details on using hashes here.

File details

Details for the file kedro_azureml-0.3.1-py3-none-any.whl.

File metadata

File hashes

Hashes for kedro_azureml-0.3.1-py3-none-any.whl
Algorithm Hash digest
SHA256 c4bfa8ff0219b74df2f500e2946f9872c08dd1efc19344ad7a367d30148d5c5b
MD5 c90957f379b61639c1ece5d1423f43d8
BLAKE2b-256 e8717253272fd6ff19b5248733bed9ab4db49c4e4bf0bab059779fa75e3c281a

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