AEther++ Visual Studio Code Extension

Introduction

The extension is aimed to provide an easy to use GUI for the local development lifecycle of AzureML components & pipelines.

Features includes

• Component/Pipeline Management
  • [X] Browse your components & pipelines in explorer tree view
  • [X] Goto detail implementation file of specific component/pipeline
  • [X] Refresh: regenerate the component package and refresh the tree view
• Component/Pipeline Authoring
  • [ ] New component from existing resource
    • scope script
    • python script
  • [ ] New component from scratch
    • new pipeline
  • [ ] Validate pipeline
    • UX visualization
  • [ ] Submit pipeline
    • UX Pipeline Run Visualization

Getting started with the extension

Prerequisite

• VSCode
• Install the latest component sdk and cli following: doc
• Install smile package in deeprank repo with the following command.
  • pip install -e ./smile
• Open VSCode in smile folder, currently the pipeline discovery folder is hard coded, otherwiser no pipelines will be found.
  • code ./smile

Install

You can install the extension from marketplace.

Extension Settings

TODO

Telemetry

This extension collects telemetry data to help us build a better experience for building applications with Azure Machine Learning and VS Code. We only collect the following data:

• Which commands of the extensions are executed, and the execution result (success/failure), and the error message.
• Which commands of the Azure Cli are executed, and the execution result (success/failure), and the error message.

The extension respects the telemetry.enableTelemetry setting which you can learn more about in our FAQ.

Release note

See the CHANGELOG.md.