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N-Harish/skimage-soil-prediction-kubernetes

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Build docker image locally and run in kubernetes

Building docker image in minikube

Start minikube

  • minikube start

Set docker env

  • eval $(minikube docker-env) # unix shells
  • minikube docker-env | Invoke-Expression # PowerShell

Build image

  • docker build -t image_name .

Running Kubernetes cluster

Deployment

  • Blueprint of a deployment
  • specify imagePullPolicy: Never in spec to use local docker image
  • Example deployment configuration is in soil-app.yaml file

Service

  • To add deployments and service in same file add --- and press enter
  • Then start writing the service configurations
  • Service is used to communicate with the pods running the application
  • There are no deployments without service
  • Add type: LoadBalancer in spec and assign nodePort inside port in spec to create external service
  • nodePort has range 30000 - 32767
  • Note:- In minikube we have to set external ip address for external service using
    minikube service name_of_service
    

Use command kubectl apply -f file_name.yaml to create the object [deployment, secret, service , etc]

use pip install --no-cache-dir -r requirements.txt in docker file to avoid caching python packages and reduce image size

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