Deploying a Celery App
Celery is a powerful, distributed task queue for Python, used to run background jobs and process tasks asynchronously. It supports multiple brokers (like Redis and RabbitMQ) and is widely adopted for scalable, reliable job processing in Python applications.
This guide explains how to deploy a Celery application to Klutch.sh, both with and without a Dockerfile. It also covers installation and provides sample code to get started.
Prerequisites
- Python 3.8+
- pip installed
- Git and GitHub account
- Klutch.sh account
Getting Started: Install Celery
- Create a new directory for your app and set up a virtual environment:
Terminal window mkdir my-celery-appcd my-celery-apppython3 -m venv venvsource venv/bin/activate - Install Celery:
Terminal window pip install celery - Create a basic Celery app (
tasks.py
):from celery import Celeryapp = Celery('tasks', broker='redis://localhost:6379/0')@app.taskdef add(x, y):return x + y - Add a
requirements.txt
file:Terminal window pip freeze > requirements.txt - Test locally:
Terminal window celery -A tasks worker --loglevel=info
Deploying Without a Dockerfile
- Push your Celery app to a GitHub repository.
- Log in to Klutch.sh.
- Create a new project and give it a name.
- Create a new app:
- Select your Celery GitHub repository and branch
- Choose region, compute, number of instances, and add any environment variables
- Add a start command in your app settings:
Terminal window celery -A tasks worker --loglevel=info - Click “Create” to deploy. Klutch.sh will build and deploy your app automatically.
Deploying With a Dockerfile
- Add a
Dockerfile
to your project root. Example:# Use official Python imageFROM python:3.11-slim# Set working directoryWORKDIR /app# Copy requirements and install dependenciesCOPY requirements.txt ./RUN pip install --no-cache-dir -r requirements.txt# Copy app sourceCOPY . .# Start the Celery workerCMD ["celery", "-A", "tasks", "worker", "--loglevel=info"] - Push your code (with Dockerfile) to GitHub.
- In Klutch.sh, follow the same steps to create a project and app, but select the Dockerfile option when prompted.
- Set the service details and environment variables as needed.
- Click “Create” to deploy. Klutch.sh will build your Docker image and deploy your app.
Note: Make sure your broker (e.g., Redis) is accessible from your Klutch.sh deployment.
Resources
Deploying to Klutch.sh is simple and flexible. Choose the method that best fits your workflow and project requirements.