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Pavan Belagatti
Pavan Belagatti

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Deploying Modern Applications Using Kubernetes and Harness

Kubernetes has become the de-facto tool for container orchestration and has a solid community. The whole cloud-native era began with the evolution and Kubernetes and is still growing. As a result, Kubernetes is not just popular but has become a way of deploying applications to make sure they are highly available and scalable. The developer community is focused on this tool, and every day, many companies use Kubernetes to safely deploy their applications to production. Since it has become the talk of the cloud-native town, we thought to show you how you can easily use Kubernetes to deploy a simple python application.


  • Download and install Python 3 from the official website
  • Install Fastapi with the command pip install fastapi
  • You will also need an ASGI server for production such as Uvicorn, install it with the command pip install "uvicorn[standard]"
  • Signup at Harness platform [the CD module]
  • Have access to the Kubernetes cluster to deploy our application. You can also use Minikube or Kind.


Assuming you know the concepts of Kubernetes, we will go straight to writing a simple python application. First, create a very basic python app in Fastapi. What is Fastapi? According to their own website, ‘FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.’

Copy the below code into the file,

from fastapi import FastAPI

app = FastAPI()

async def root():
   return {"message": "Hello World"}
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You can run the server with the following command,

uvicorn main:app --reload
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You should see the following output when you visit the

Hello world

Create a Dockerfile for this app to run as a container.

FROM python:3.8.10
COPY requirements.txt /
RUN pip3 install -r /requirements.txt
COPY . /app
ENTRYPOINT ["uvicorn", "main:app",  "--host", "", "--port", "8500", "--reload"]
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Create a requirements.txt file and include the two libraries as dependencies.

Build the application as an image locally first with the following command,

docker build -t simple_app .
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Tag the image and push the image to Docker Hub with the following commands,

docker tag simple_app:latest [dockerhub username]/simple_app:latest
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docker push [dockerhub username]/simple_app:latest
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Create Kubernetes manifest files to deploy and expose the application as a service.

Create a deployment.yaml file at the root of the application, and add the following code/manifest specifications,

apiVersion: apps/v1
kind: Deployment
 name: simple-deployment
   app: simple-app
 replicas: 1
     app: simple-app
       app: simple-app
     - name: fastapi
       image: docker hub username/simple_app:latest
       - containerPort: 8500
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Create service.yaml file and add the following code/manifest specifications,

apiVersion: v1
kind: Service
 name: simple-service
   app: ecommerce
   app: simple-app
 type: LoadBalancer
   - port: 8500
     targetPort: 8500
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Next, apply the kubectl commands to deployment and service yaml files.

kubectl apply -f deployment.yaml
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kubectl apply -f service.yaml
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Then, go and check the pods running healthily and properly as expected with the command kubectl get pods.

Now, it's time to see our application exposed to the external world.

Use the command kubectl get svc

get svc

You will see the external IP exposed and we can use it to see our application running.



Add a simple test configuration to test the application.

You can easily use Harness to continuously integrate and deploy any applications with simple steps and configurations.

Harness CI/CD

For the sake of simplicity and as per today’s trend, we have considered Kubernetes deployment as an example. We have used the GCP Kubernetes cluster and that is where our deployment is going to happen. You can choose your favourite cloud provider to create a Kubernetes cluster to deploy the app.

Harness NextGen

Harness has a pretty sleek UI and can easily help developers do CI/CD effortlessly. Once you sign-up at Harness, select the Try NextGen tab and you will be presented with the new CI/CD experience and capabilities. Start with the module you like, we will be selecting Continuous Integration and Continuous Delivery in our case. First, select the Continuous Integration module, add the required steps and run it before doing Continuous Delivery.

Kubernetes CI/CD tutorial

Just make sure to have all the required connectors up and running. Also, make sure you have the Delegate installed on your target cluster.

Project Connectors

Kubernetes tutorial

You might ask - what is Delegate and why it is required? Well, The Harness Delegate is a service/software you need to install/run on the target cluster [Kubernetes cluster in our case] to connect your artifacts, infrastructure, collaboration, verification and other providers with the Harness Manager. When you set up Harness for the first time, you install a Harness Delegate.

We will not dig deeper about Delegate in this article as it can be a separate blog in itself. For now, just know that the Delegate performs all deployment operations for you. If you want to know more about Delegate, you can read here.

I just showed you how to deploy your simple python application to Kubernetes using kubectl and Harness. We have a well-documented MERN Stack application repository that you can fork and start understanding the complete CI/CD pipeline. The code for the application is in the harnessapps/MERN-Stack-Example repository, the Kubernetes configuration is in the harnessapps/MERN-Stack-Example-DevOps repository.

Ready to get your hands-on on the Harness CI/CD?

The below-mentioned links will walk you through both Continuous Integration and Delivery.

Happy DevOpsing!

Top comments (1)

gajjardarshithasmukhbhai profile image
Darshit Gajjar

Thanks for sharing 😊