# The name of our algorithm algorithm_name=sagemaker-catboost-regressor cd container chmod +x catboost_regressor/train chmod +x catboost_regressor/serve account=$(aws sts get-caller-identity --query Account --output text) # Get the region defined in the current configuration (default to us-west-2 if none defined) region=$(aws configure get region) region=${region:-us-west-2} fullname="${account}.dkr.ecr.${region}.amazonaws.com/${algorithm_name}:latest" # If the repository doesn't exist in ECR, create it. aws ecr describe-repositories --repository-names "${algorithm_name}" > /dev/null 2>&1 if [ $? -ne 0 ] then aws ecr create-repository --repository-name "${algorithm_name}" > /dev/null fi # Get the login command from ECR and execute it directly aws ecr get-login-password --region ${region}|docker login --username AWS --password-stdin ${fullname} # Build the docker image locally with the image name and then push it to ECR # with the full name. docker build -t ${algorithm_name} . docker tag ${algorithm_name} ${fullname} docker push ${fullname}