development.md

Development Process

R Studio

Location: run/run-rstudio.sh

R Studio Variables

dockerfile="Dockerfile-ai-titanic-rstudio"
image="qbituniverse/ai-titanic-rstudio:local"
container="ai-titanic-rstudio"

Start R Studio

# build image
docker build -t $image -f .cicd/docker/$dockerfile .

# create container
docker run --name $container -d -p 8012:8787 -v $container:/home/rstudio -e DISABLE_AUTH=true $image

# launch R Studio
start http://localhost:8012

Pause and Restart R Studio

docker start $container
docker stop $container
docker exec -it $container bash

Pull Code Down from R Studio

docker cp $container:/home/rstudio/code/. ./src/model/code/
docker cp $container:/home/rstudio/input/. ./src/model/input/
docker cp $container:/home/rstudio/output/. ./src/model/output/
docker cp $container:/home/rstudio/models/. ./src/model/models/

Clean-up R Studio

docker rm -fv $container
docker volume rm -f $container
docker rmi -f $image

R Api

Location: run/run-rapi.sh

R Api Variables

dockerfile="Dockerfile-ai-titanic-api"
image="qbituniverse/ai-titanic-api:local"
container="ai-titanic-api"
network="ai-titanic-bridge"

Start R Api

# build image
docker build -t $image -f .cicd/docker/$dockerfile .

# create network & container
docker network create $network
docker run --name $container -d -p 8011:8000 --network=$network $image

# test API
start http://localhost:8011/__docs__/

Pause and Restart R Api

docker start $container
docker stop $container
docker exec -it $container bash

Clean-up R Api

docker rm -fv $container
docker volume rm -f $container
docker rmi -f $image
docker network rm $network

C# Webapp

Location: run/run-webapp.sh

C# Webapp Variables

dockerfile="Dockerfile-ai-titanic-webapp"
image="qbituniverse/ai-titanic-webapp:local"
container="ai-titanic-webapp"
network="ai-titanic-bridge"

Start C# Webapp

# build image
docker build -t $image -f .cicd/docker/$dockerfile .

# create network & container
docker network create $network
docker run --name $container -d -p 8010:8080 --network=$network \
-e ASPNETCORE_ENVIRONMENT=Development \
-e WebApp__AiApi__BaseUri=http://ai-titanic-api:8000 \
$image

# launch Webapp
start http://localhost:8010

Pause and Restart C# Webapp

docker start $container
docker stop $container
docker exec -it $container bash

Clean-up C# Webapp

docker rm -fv $container
docker volume rm -f $container
docker rmi -f $image
docker network rm $network