sparse_checkout.sh

infrastructure_version=terraform   #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=azure-devops #options: github-actions / azure-devops
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

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 $project_type/$mlops_version/data $project_type/$mlops_version/data-science $project_type/$mlops_version/mlops

# Move files to appropiate level
if [ -d "$project_type/$mlops_version/data-science" ]; then
  mv $project_type/$mlops_version/data-science data-science
else
  echo "Warning: data-science directory not found"
fi

if [ -d "$project_type/$mlops_version/mlops" ]; then
  mv $project_type/$mlops_version/mlops mlops
else
  echo "Warning: mlops directory not found"
fi

if [ -d "$project_type/$mlops_version/data" ]; then
  mv $project_type/$mlops_version/data data
else
  echo "Warning: data directory not found"
fi


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
  if [ -d "infrastructure/devops-pipelines" ]; then
    mv infrastructure/devops-pipelines/* infrastructure/
    rm -rf infrastructure/devops-pipelines
  fi
  rm -rf infrastructure/github-actions
fi

# Upload to custom repo in Github
echo "Reinitializing git repository..."
rm -rf .git
git init -b main 2>/dev/null

echo "Creating GitHub repository..."
gh repo create $github_org_name/$project_name --private --confirm

echo "Pushing to GitHub..."
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