#!/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. image=$1 chmod +x model/train chmod +x model/serve # Get the account number associated with the current IAM credentials account=$(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=${region:-us-east-1} fullname="${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 # Get the login command from ECR and execute it directly $(aws ecr get-login --region ${region} --no-include-email) # Build the docker image locally with the image name and then push it to ECR # with the full name. docker build -t ${image} . docker tag ${image} ${fullname} docker push ${fullname}