infrastructure_version=terraform #options: terraform / bicep

project_type=classical #options: classical / cv

mlops_version=aml-cli-v2 #options: python-sdk / aml-cli-v2

git_folder_location='<local path>' #replace with the local root folder location where you want to create the project folder

project_name=Mlops-Test #replace with your project name

github_org_name=orgname #replace with your github org name

project_template_github_url=https://github.com/azure/mlops-project-template #replace with the url for the project template for your organization created in step 2.2, or leave for demo purposes

orchestration=azure-devops #options: github-actions / azure-devops

cd $git_folder_location

# Clone MLOps Project repo

git clone \

--branch 'main' \

--depth 1 \

--filter=blob:none \

--sparse \

$project_template_github_url \

$project_name

cd $project_name

git sparse-checkout init --cone

git sparse-checkout set infrastructure/$infrastructure_version $project_type/$mlops_version

# Move files to appropiate level

mv $project_type/$mlops_version/data-science data-science

mv $project_type/$mlops_version/mlops mlops

mv $project_type/$mlops_version/data data

if [[ "$mlops_version" == "python-sdk" ]]

then

echo "python-sdk"

mv $project_type/$mlops_version/config-aml.yml config-aml.yml

fi

rm -rf $project_type

if [[ "$orchestration" == "github-actions" ]]

then

echo "github-actions"

rm -rf mlops/devops-pipelines

mkdir -p .github/workflows/

mv mlops/github-actions/* .github/workflows/

rm -rf mlops/github-actions

fi

if [[ "$orchestration" == "azure-devops" ]]

then

echo "azure-devops"

rm -rf mlops/github-actions

fi

mv infrastructure/$infrastructure_version $infrastructure_version

rm -rf infrastructure

mv $infrastructure_version infrastructure

# Upload to custom repo in Github

rm -rf .git

git init -b main

git remote add origin git@github.com:$github_org_name/$project_name.git

git add . && git commit -m 'initial commit'

git push --set-upstream origin main