MLOPS_CI_Master

This project is to demonstrate an end to end implementation of Continuous Integration.

Continuous Integration (CI) Tutorial ⚡

This guide shows how to set up a basic CI pipeline using GitHub Actions.

What is CI?

Continuous Integration (CI) automatically builds and tests your code whenever you push changes.
It helps catch errors early and ensures your project stays stable.

---

1. Create Workflow File

Inside your repo, add a file at:

.github/workflows/ci.yaml

2. Example CI Workflow

name: CI Pipeline

on:
  push:
    branches: [ "main" ]
  pull_request:
    branches: [ "main" ]

jobs:
  build:
    runs-on: ubuntu-latest

    steps:
      # Checkout code
      - name: Checkout repository
        uses: actions/checkout@v3

      # Setup Python (example project)
      - name: Set up Python
        uses: actions/setup-python@v4
        with:
          python-version: '3.9'

      # Install dependencies
      - name: Install dependencies
        run: |
          python -m pip install --upgrade pip
          pip install -r requirements.txt

      # Run tests
      - name: Run tests
        run: |
          pytest

---

3. How It Works

• Trigger: Runs on every push or pull request to main.
• Environment: Uses Ubuntu runner with Python 3.9.
• Steps:
  1. Checkout code
  2. Install dependencies
  3. Run tests with pytest

---