69 строки
2.2 KiB
Bash
69 строки
2.2 KiB
Bash
infrastructure_version=terraform #options: terraform / bicep
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project_type=classical #options: classical / cv / nlp
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mlops_version=aml-cli-v2 #options: aml-cli-v2 / python-sdk-v1 / python-sdk-v2 / rai-aml-cli-v2
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orchestration=azure-devops #options: github-actions / azure-devops
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git_folder_location='<local path>' #replace with the local root folder location where you want to create the project folder
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project_name=Mlops-Test #replace with your project name
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github_org_name=orgname #replace with your github org name
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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
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cd $git_folder_location
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# Clone MLOps Project repo
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git clone \
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--branch 'main' \
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--depth 1 \
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--filter=blob:none \
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--sparse \
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$project_template_github_url \
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$project_name
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cd $project_name
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git sparse-checkout init --cone
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git sparse-checkout set infrastructure/$infrastructure_version $project_type/$mlops_version
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# Move files to appropiate level
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mv $project_type/$mlops_version/data-science data-science
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mv $project_type/$mlops_version/mlops mlops
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mv $project_type/$mlops_version/data data
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if [[ "$mlops_version" == "python-sdk-v1" ]]
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then
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echo "mlops_version=python-sdk-v1"
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mv $project_type/$mlops_version/config-aml.yml config-aml.yml
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fi
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rm -rf $project_type
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mv infrastructure/$infrastructure_version $infrastructure_version
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rm -rf infrastructure
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mv $infrastructure_version infrastructure
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if [[ "$orchestration" == "github-actions" ]]
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then
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echo "github-actions"
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rm -rf mlops/devops-pipelines
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mkdir -p .github/workflows/
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mv mlops/github-actions/* .github/workflows/
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rm -rf mlops/github-actions
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mv infrastructure/github-actions/* .github/workflows/
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rm -rf infrastructure/devops-pipelines
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rm -rf infrastructure/github-actions
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fi
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if [[ "$orchestration" == "azure-devops" ]]
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then
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echo "azure-devops"
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rm -rf mlops/github-actions
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rm -rf infrastructure/github-actions
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fi
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# Upload to custom repo in Github
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rm -rf .git
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git init -b main
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gh repo create $project_name --private
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git remote add origin git@github.com:$github_org_name/$project_name.git
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git add . && git commit -m 'initial commit'
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git push --set-upstream origin main
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