jakubigla/kedro-azureml

Kedro plugin to support running workflows on Microsoft Azure ML Pipelines

Kedro Azure ML Pipelines plugin test

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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