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sparse_checkout.sh
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sparse_checkout.sh
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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