train_app.md

Train and Inference App Documentation

Navigate to train-app directory

Local Setup

• Create and fill the env file

  touch .env
  copy env_copy .env

• To Build Train APPP

  docker build -f dockerfiles/Dockerfile.train -t optiver-train-app .

• To run the Optiver Train APP

  docker run -d --env-file $(pwd)/.env -p 80:80 --name train-app optiver-train-app

Pushing image to ECR

• Create a ECR Repository using AWS console

• Change "AWS_ECR_REPO_URI" and "ECR_REPO_NAME" variables in ecr_push.sh according to your configuration

• Push the image to ECR

  sh ecr_push.sh <local_image_name> <ecr_version>

• Example

  sh ecr_push.sh optiver-train-app v1

Deploy ECS Tasks and Services

• Create or chose an existing cluster
• Create a ECS Fargate Tasks with the container image and environment variables
• Deploy the task as ECS Service
• Configure Security Groups and Load Balancer to route traffic