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Online Experimentation Deploy Metrics

[!IMPORTANT] This GitHub Action is under beta release and is subject to the Azure AI Private Preview Terms - Online Experimentation.

This action deploys metrics configuration file in the repository to an online experimentation workspace. This enables scenarios where the online experimentation workspace instance is automatically updated when changes are made through GitHub workflows.

JSON files are supported. For the full list of action inputs, see Inputs.

To start using this GitHub action, go to your repository and click the "Actions" tab. This GitHub action will be available from the marketplace under the name "Online Experimentation Deploy Metrics". See the usage section below for an example of how to set up the action yml file.

Usage example

Pre-requisites

Create a workflow .yml file in your repository's .github/workflows directory. An example workflow is available below. For more information, see the GitHub Help Documentation for Creating a workflow file.

Inputs

  • path - A list of files, directories, and wildcard patterns to cache and restore. See @actions/glob for supported patterns. Example:
path: |
  /path/to/metrics-*.json
  !/path/to/metrics-config-ignore.json
  • online-experimentation-workspace-id - An Azure online experimentation workspace id.
  • operation - Choices: validate, deploy (default: deploy).
    • validate: only validates the configuration file.
    • deploy: syncs the configuration file with Online Experimentation workspace
  • strict - If strict, the deploy operation deletes metrics not found in the config file. Choices: true, false (default: true).
  • add-commit-hash-to-metric-description - Indicates whether to add the git commit hash to the metric description. This is helpful to track the metric version used by experiment analysis. Choices: true, false (default: false).

Example workflow

The following example updates the Online Experimentation workspace instance each time a change is made to deploy metrics-*.json in the repository.

on:
  workflow_dispatch:
  push:
    branches:
      - main

jobs:
  deploy-metrics:
    concurrency:
      group: prod_environment
      cancel-in-progress: true
    permissions:
      id-token: write
      contents: read
    runs-on: ubuntu-latest
    env:
      AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
      AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
      AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
    steps:
      - name: Checkout
        uses: actions/checkout@v4

      - name: Azure login using Federated Credentials
        uses: azure/login@v2
        with:
          client-id: ${{ env.AZURE_CLIENT_ID }}
          tenant-id: ${{ env.AZURE_TENANT_ID }}
          subscription-id: ${{ env.AZURE_SUBSCRIPTION_ID }}
          enable-AzPSSession: true

      - name: Run Online Experimentation Deploy metrics
        uses: azure/online-experimentation-deploy-metrics@v1-beta
        with:
          path: /path/to/metrics-*.json
          online-experimentation-workspace-id: 2a63a6cb-d7bb-4af7-ba92-8d1d7e6f091f
          operation: deploy
          strict: true
          add-commit-hash-to-metric-description: true

It can be used in PR build with operation to be validate to make sure PR build just validates and not update anything in production.

on:
  workflow_dispatch:
  pull_request:
    branches:
      - main

jobs:
  deploy-metrics:
    concurrency:
      group: pr_environment
      cancel-in-progress: true
    permissions:
      id-token: write
      contents: read
    runs-on: ubuntu-latest
    env:
      AZURE_CLIENT_ID: ${{ vars.AZURE_CLIENT_ID }}
      AZURE_TENANT_ID: ${{ vars.AZURE_TENANT_ID }}
      AZURE_SUBSCRIPTION_ID: ${{ vars.AZURE_SUBSCRIPTION_ID }}
    steps:
      - name: Checkout
        uses: actions/checkout@v4

      - name: Azure login using Federated Credentials
        uses: azure/login@v2
        with:
          client-id: ${{ env.AZURE_CLIENT_ID }}
          tenant-id: ${{ env.AZURE_TENANT_ID }}
          subscription-id: ${{ env.AZURE_SUBSCRIPTION_ID }}
          enable-AzPSSession: true

      - name: Run Online Experimentation deploy metrics
        uses: azure/online-experimentation-deploy-metrics@v1-beta
        with:
          path: /path/to/metrics-*.json
          online-experimentation-workspace-id: 2a63a6cb-d7bb-4af7-ba92-8d1d7e6f091f
          operation: validate

Contributing

This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.opensource.microsoft.com.

When you submit a pull request, a CLA bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., status check, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA.

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact [email protected] with any additional questions or comments.

Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.