build.sh

#!/bin/bash
set -euxo pipefail

NOW=$(date +"%x %r %Z")
echo "Time: $NOW"

if [ $# -lt 4 ]; then
    echo "Please provide the solution name as well as the base S3 bucket name and the region to run build script."
    echo "For example: chmod a+x build.sh && ./build.sh S3_BUCKET_NAME STACK_NAME REGION STUDIO_ROLE_NAME"
    echo "STUDIO_ROLE_NAME is just the name not ARN from studio console example: AmazonSageMaker-ExecutionRole-20210112T085906"
    exit 1
fi

PREFIX="smsd" # should match the ProjectPrefix parameter in pipeline.yml and studio.yml additional ARN privileges
BUCKET="$1"
STACK_NAME="$2"
REGION=$3
ROLE=$4

aws cloudformation delete-stack --stack-name "$STACK_NAME"

rm -rf build
mkdir build
rsync -av --progress . build \
    --exclude build \
    --exclude "*.git*" \
    --exclude "*mlruns*" \
    --exclude "*ml_model*" \
    --exclude "*problem*" \
    --exclude "*tmp*" \
    --exclude "*data*" \
    --exclude "*nbs*" \
    --exclude .pre-commit-config.yaml
cd build
# binding resources of pipeline.yml and studio.yml together with common PREFIX
sed -i -e "s/PROJECT_PREFIX/$PREFIX/g" assets/*.yml pipeline.yml
sed -i -e "s/S3_BUCKET_NAME/$BUCKET/g" pipeline.yml
find . -type f -iname "*.yml-e" -delete

bash scripts/lint.sh || exit 1

# aws cloudformation validate-template --template-body file://studio.yml
# aws cloudformation validate-template --template-body file://pipeline.yml

# rm -rf scripts # used in development only

zip -r project.zip .

aws s3 mb "s3://$BUCKET" --region "$REGION"
aws s3 cp --region "$REGION" project.zip "s3://$BUCKET/" --acl public-read
aws s3 cp --region "$REGION" pipeline.yml "s3://$BUCKET/" --acl public-read
aws s3 cp --region "$REGION" studio.yml "s3://$BUCKET/" --acl public-read

aws cloudformation wait stack-delete-complete --stack-name "$STACK_NAME"

aws cloudformation create-stack --stack-name "$STACK_NAME" \
    --template-url "https://$BUCKET.s3.$REGION.amazonaws.com/studio.yml" \
    --capabilities CAPABILITY_IAM \
    --parameters ParameterKey=ProjectPrefix,ParameterValue="$PREFIX" \
    ParameterKey=SageMakerStudioRoleName,ParameterValue="$ROLE" \
    ParameterKey=PipelineBucket,ParameterValue="$BUCKET"