Gallery
Share
Explore

Integrating Slack, Trello, GitHub CI/CD, and Hugging Face Spaces to practice building model automation tools.

1. Integrate Slack with Trello:

1. **Add Trello App to Slack:** - Open Slack and go to the Slack App Directory. - Search for the Trello app and click “Add to Slack.” - Authorize the Trello app to connect with your Slack workspace.
2. Link Trello to Slack: - In the desired Slack channel, type `/trello link [Trello Board URL]` to link a specific Trello board to the channel. - Use `/trello add [card name]` to add new Trello cards directly from Slack.
2. Integrate GitHub Actions (CI/CD) with Trello:
1. **Generate a Trello API Key and Token:** - Go to Trello’s API Key page and generate a key. - Generate a token using the key.

2. Create a GitHub Actions Workflow:

- Create a `.github/workflows/deploy.yml` file in your GitHub repository with the following example content:
```yaml name: Deploy Model
on: push: branches: - main
jobs: deploy: runs-on: ubuntu-latest
steps: - name: Checkout code uses: actions/checkout@v2
- name: Update Trello Card env: TRELLO_API_KEY: ${{ secrets.TRELLO_API_KEY }} TRELLO_API_TOKEN: ${{ secrets.TRELLO_API_TOKEN }} TRELLO_CARD_ID: "your_trello_card_id" run: | curl --request PUT "https://api.trello.com/1/cards/${TRELLO_CARD_ID}?key=${{ env.TRELLO_API_KEY }}&token=${{ env.TRELLO_API_TOKEN }}&name=New%20Status" ```
- Add your Trello API key and token to GitHub Secrets under the repository settings.

3. Integrate GitHub Actions (CI/CD) with Hugging Face Spaces:
1. **Create a GitHub Action for Deploying to Hugging Face Spaces:** - Modify the GitHub Actions workflow file to include steps for deployment:
```yaml name: Deploy to Hugging Face Spaces
on: push: branches: - main
jobs: deploy: runs-on: ubuntu-latest
steps: - name: Checkout code uses: actions/checkout@v2
- name: Install dependencies run: | pip install -r requirements.txt
- name: Deploy to Hugging Face Spaces run: | huggingface-cli login --token ${{ secrets.HF_TOKEN }} huggingface-cli repo upload ${{ github.repository }} --rev main ```
- Add your Hugging Face API token to GitHub Secrets as `HF_TOKEN`.


4. Integrate GitHub Actions with Slack for Notifications:

1. **Add Slack Notifier to GitHub Actions:** - Update your GitHub Actions workflow to include a Slack notification step:
```yaml name: CI/CD Workflow
on: push: branches: - main
jobs: deploy: runs-on: ubuntu-latest steps: - name: Checkout code uses: actions/checkout@v2
- name: Install dependencies run: | pip install -r requirements.txt
- name: Deploy to Hugging Face Spaces run: | huggingface-cli login --token ${{ secrets.HF_TOKEN }} huggingface-cli repo upload ${{ github.repository }} --rev main
- name: Notify Slack uses: 8398a7/action-slack@v3 with: status: always fields: repo,ref,author,commit author_name: GitHub Actions author_link: https://github.com/${{ github.repository }} github_token: ${{ secrets.GITHUB_TOKEN }} slack_webhook_url: ${{ secrets.SLACK_WEBHOOK_URL }} ```
- Generate a Slack Incoming Webhook URL from your Slack workspace. - Add this webhook URL to GitHub Secrets as `SLACK_WEBHOOK_URL`.

Final Steps:
1. Test Your Workflow: - Push a code change to trigger the GitHub Actions workflow. - Verify that: - Your Trello card updates. - The model is deployed to Hugging Face Spaces. - Slack receives a notification about the workflow status.
2. **Adjust and Optimize:** - Fine-tune the steps, notification messages, and other details according to your project needs.
By following these steps, you will have a streamlined process to manage your project using Trello, monitor and deploy using GitHub Actions, and receive timely updates on Slack, creating an efficient pipeline for your model automation tooling practice.
Want to print your doc?
This is not the way.
Try clicking the ⋯ next to your doc name or using a keyboard shortcut (
CtrlP
) instead.