How to Run

docker-compose build
docker-compose up

How to see the results

Use a client like insomnia or Postman and send post requests like this to web component

curl --request POST \
  --url http://172.21.0.6:5002/prediction/results \
  --header 'Content-Type: application/json' \
  --data '{"Pclass": [3], "Sex": [0], "Age": [20], "SibSp": [0], "Parch": [0], "Embarked": [1], "Family_Size": [5], "Fare": [333], "Cabin": [5]}'

Make sure to replace 172.17.0.2 with the correct address

Docker swarm: Create a docker swarm node and deploy:

docker swarm init
docker stack deploy --compose-file docker-compose.yaml assignment

Check containers with

docker stack services assignment

to view the results in swarm mode:

curl --request POST \
    --url http://localhost:5002/prediction/results \
    --header 'Content-Type: application/json' \
    --data '{"Pclass": [3], "Sex": [0], "Age": [20], "SibSp": [0], "Parch": [0], "Embarked": [1], "Family_Size": [5], "Fare": [333], "Cabin": [5]}'