#!/usr/bin/env bash # This script shows how to build the Docker image and push it to ECR to be ready for use # by SageMaker. # The argument to this script is the image name. This will be used as the image on the local # machine and combined with the account and region to form the repository name for ECR. image=$1 if [ "$image" == "" ] then echo "Usage: $0 " exit 1 fi # Get the account number associated with the current IAM credentials account=$(aws sts get-caller-identity --query Account --output text) if [ $? -ne 0 ] then exit 255 fi # Get the region defined in the current configuration (default to us-west-2 if none defined) region=$(aws configure get region) region=${region:-eu-west-1} fullname="${account}.dkr.ecr.${region}.amazonaws.com/${image}:latest" # If the repository doesn't exist in ECR, create it. aws ecr describe-repositories --repository-names "${image}" > /dev/null 2>&1 if [ $? -ne 0 ] then aws ecr create-repository --repository-name "${image}" > /dev/null fi # Build the docker image using SM-DOCKER on SageMaker Studio sm-docker build --repository "${image}:latest" -t ${image} . # IF YOU ARE NOT USING SAGEMAKER STUDIO # Uncomment the following section and comment the previous build # Get the login command from ECR and execute it directly # aws ecr get-login-password --region ${region} | docker login --username AWS --password-stdin ${account}.dkr.ecr.${region}.amazonaws.com #docker tag ${image} ${fullname} #docker push ${fullname}