#!/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: $0 " exit 1 fi chmod +x bert_flask/serve # Get the account number associated with the current IAM credentials account=$(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=${region:-us-west-2} fullname="${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} -f Dockerfile_GenModel . docker tag ${image} ${fullname} docker create --name temp_container ${fullname} docker cp temp_container:/opt/program/both_bert_model-test.tar.gz . docker rm -f temp_container