infrastructure_version=bicep #options: terraform / bicep

project_type=classical #options: classical / cv / nlp

mlops_version=aml-cli-v2 #options: aml-cli-v2 / python-sdk-v1 / python-sdk-v2 / rai-aml-cli-v2

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

git_folder_location='C:\Users\mounirm\OneDrive\workspace\MLOpsV2Root\mlopsv2-sparse' #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=mCloudLabs #replace with your github org name

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

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-v1" ]]

then

echo "mlops_version=python-sdk-v1"

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

fi

rm -rf $project_type

mv infrastructure/$infrastructure_version $infrastructure_version

rm -rf infrastructure

mv $infrastructure_version infrastructure

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

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

rm -rf infrastructure/devops-pipelines

rm -rf infrastructure/github-actions

fi

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

then

echo "azure-devops"

rm -rf mlops/github-actions

rm -rf infrastructure/github-actions

fi

# Upload to custom repo in Github

rm -rf .git

git init -b main

gh repo create $project_name --private

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