New RunLLM response generated: >>>*# Question* any help would be much appreciated as we’re at a bit of a loss, and assume that other people must have this working to use with the CI workflows # Answer To set up CI/CD workflows with Flyte, you can use the provided GitHub Actions. Specifically, the

flytectl-setup-action

and

flyte-register-action

are designed to facilitate the installation and registration of Flyte packages within your CI/CD pipeline. 1. Install

flytectl

: Use the

flytectl-setup-action

to install

flytectl

in your GitHub Actions runner. 2. Register Flyte Packages: Use the

flyte-register-action

to register your Flyte packages, such as the

.tgz

archives created by

pyflyte package

. Here is an example of how you can set this up in your GitHub Actions workflow file:

name: Flyte CI/CD

on:
  push:
    branches:
      - main

jobs:
  build-and-deploy:
    runs-on: ubuntu-latest

    steps:
      - name: Checkout code
        uses: actions/checkout@v2

      - name: Set up Python
        uses: actions/setup-python@v2
        with:
          python-version: '3.9'

      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install flytekit

      - name: Package Flyte workflows
        run: |
          pyflyte --pkgs workflows package --image ghcr.io/flyteorg/flytekit:py3.9-latest

      - name: Set up flytectl
        uses: unionai-oss/flytectl-setup-action@v1

      - name: Register Flyte package
        uses: unionai-oss/flyte-register-action@v1
        with:
          project: flytesnacks
          domain: development
          archive: flyte-package.tgz
          version: ${{ github.sha }}

This workflow will: 1. Check out your code. 2. Set up Python and install dependencies. 3. Package your Flyte workflows. 4. Set up

flytectl

. 5. Register the Flyte package. For more details, refer to the Flyte documentation on CI/CD with GitHub Actions. Would you like more detail on any specific part of this setup? Sources: - Flyte documentation on CI/CD with GitHub Actions Slack Link https://flyte-org.slack.com/archives/CP2HDHKE1/p1725363336.905929 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.