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README.md

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This repo will show

  • How to break a monolithic into a microservice
  • How to deploy a microservice in local Docker Desktop
  • How to deploy a microservice in local Kubernetes Cluster
  • How to deploy a microservice in Azure Container Instances
  • How to deploy a microservice in Azure Kubernetes Cluster [ with and without ingress ]
  • How to deploy a microservice in Azure Container Apps
  • How to deploy a microservice in AWS Fargate
  • How to deploy a microservice in AWS EKS

Folders

  • redwine-streamlit-monolithic has the UI as well as the code with it. This is a monolithic application

  • redwine-streamlit-server is a microservice implementation with the microservice implemented in Python using Flask framework. The functions are

    • predict - which uses a deep learning model to predict the quality of redwine
    • hello - test function to test the deployment is done correctly

  • redwine-client is a console based application which calls the the microservice implemented in redwine-streamlit-server

  • redwine-streamlit is a Streamlit based application which calls the the microservice implemented in redwine-streamlit-server

redwine-streamlit-server

FileName Description
app.py Has the microservice implementation
Dockerfile Docker file for the microservice to produce a container image
requirements.txt The libraries required for the Dockerfile are present in the requirements.txt. The Dockerfile uses the requirements.txt
docker-steps.md The steps required to deploy the microservices container in the local Docker Desktop and the local Docker Kubernetes cluster
redwine-local.yaml The YAML file which we would be using in the local Kubernetes cluster

Deployment to Azure

FileName Description
azure_deployment_steps_redwine_flask.md Has the steps for the deployment into Azure Container Instances
service_principal_aks_steps.md Has the steps for the deployment into Azure Kubernetes Services using the Service Principal
redwine-azure.yaml Has the YAML for the pods , service for deployment into AKS. This deployment does not include the deployment of the ingress controller
azure-ingress.md Has the steps for the deployment into Azure Kubernetes Services for the NGINX ingress controller. This installs the NGINX ingress controller through helm charts
azure_container_apps.md Has the steps for the deployment into Azure Container Apps
redwine-azure.yaml Has the YAML for the pods , service for deployment into AKS. This deployment does not include the deployment of the ingress controller
redwine-azure-ingress.yaml Has the YAML for the pods , service and ingress for deployment into AKS. .

Deployment to AWS

FileName Description
aws-steps.md Has the steps for the deployment into AWS Fargate and AWS EKS
redwine-eks-ingress.yaml Has the YAML for the pods , service and the ingress