notes.txt

##In trainingdb-gcp folder
docker build -t training-db .
docker run -d -p 5000:5000 --name=dbAPI training-db

##In preprocessing folder
docker build -t preprocess-db .
sudo docker run -p 5001:5000 -e TRAININGDB_API=http://dbAPI:5000/training-db/train_db -e TESTDB_API=http://dbAPI:5000/training-db/test_db -d --name=preprocessAPI preprocessdb:0.0.3

##In training-cp-gcp (model_repo_assignment should be changed for different bucket, also needs to be changed in the Dockerfile)s
docker build -t train-db .
docker run -p 5002:5000 -v model_repo_assignment_1 -e PREPROCESSDB_API=http://preprocessAPI:5000/preprocessing/train_db -d --name=trainAPI train-db

sudo docker build -t prediction:0.0.3 .
sudo docker run -p 5003:5000 -e PREPROCESSDB_API=http://preprocessAPI:5000/preprocessing/test_db -v model_repo_assignment_1 -d --name=predictAPI prediction:0.0.3

docker network create mynet
sudo docker network connect mynet dbAPI
sudo docker network connect mynet preprocessAPI
sudo docker network connect mynet trainAPI
sudo docker network connect mynet predictAPI