Admin Service

Admin service is a service that is used to manage the database and internal state of the application. Currently, all deployed models and indexes are stored in the database. The service is built on top of Flask and uses a database connection to perform operations on the database.

Requirements

  • Python 3.10

  • Database connection

  • .env file with secret variables

Building Docker Image

IMAGE_NAME=docker-image.dev/example # Name of the docker image
docker build -t $IMAGE_NAME -f ./src/casp/services/deploy/Dockerfile.pytorch .
docker push $IMAGE_NAME

Deploying Docker Image via Cloud Run

To deploy the Docker image using Cloud Run run (see Cloud Run Documentation for more information)

SERVICE_NAME=cas-admin-service # Name of the service
PROJECT_ID=example-project # Name of the project
IMAGE_NAME=docker-image.dev/example # Name of the docker image # Name of the docker image
REGION=us-central1 # Region where the service will be deployed
PORT=5000 # Port on which the service will be running (matches the port in the flask app)
DB_CONNECTION=example-project:us-region-example:db-cluster-name # Cloud SQL connection name

gcloud run deploy $SERVICE_NAME \
--project=$PROJECT_ID \
--image=$IMAGE_NAME \
--region=$ZONE \
--port=$PORT \
--add-cloudsql-instances=$DB_CONNECTION \
--command=casp/services/admin/entrypoint.sh
--platform managed \
--allow-unauthenticated