/db-registry-to-gh-actions

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Connecting Databricks Model Registry Webhooks to GitHub Actions

The guide shows how you can use Azure Function as an intermediate service to enable Databricks Model Registry to trigger a GitHub Actions workflow

  1. Clone this repo and deploy to Azure Function. You can Read this tutorial to get started with Azure Function.
  2. Modify the code in HttpExample/__init__py to specify the trigger API call for GitHub Actions.
  3. Configure a webhook in databricks to trigger the HTTP URL of your function app. Please make sure that you append your function name at the end of the URL (HttpExample for this repo). The complete URL will look something like this: https://{FUNCTION_APP_NAME}.net/api/HttpExample
  4. [optional] Add authentication to your Azure Function. You can follow this guide to configure authentication for Azure Function.
  5. Create a GitHub actions workflow that is triggerable by API. You can read more on it here. This repo contains a sample workflow in .github folder that posts a comment to model registrY on recieving the webhook.