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* **Network Security:** A `NetworkPolicy` is deployed within each tenant namespace
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to restrict ingress/egress traffic. The Jupyter notebook can only communicate
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with necessary services (like MinIO) and the internet, preventing cross-namespace communication.
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**Automated & Isolated S3 Setup:** To prevent exposing admin credentials outside the storage
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* **Automated & Isolated S3 Setup:** To prevent exposing admin credentials outside the storage
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infrastructure, a Kubernetes Job runs directly within the minio namespace during tenant provisioning.
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This job connects to the MinIO admin API locally, creates a reference bucket (Read-Only), a work bucket (Read/Write),
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and generates dedicated, scoped S3 credentials. It then creates the resulting secret containing only
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tenant-scoped credentials directly in the target tenant namespace.
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**dedicated, scoped S3 credentials**. These credentials are saved as a Kubernetes
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* **dedicated, scoped S3 credentials**. These credentials are saved as a Kubernetes
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Secret locally in the tenant's namespace.
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* **Security Context:** The Docker images use the `tini` init system and execute
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application containers as a non-root user.
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