To set up user privileges and roles for OCI Data Science via the command line, follow these steps:
Log in to OCI CLI: Ensure the Oracle Cloud Infrastructure CLI is installed and configured on your machine.
Create a Policy: Define a policy in OCI to grant the necessary permissions for Data Science. Use the following command:
oci iam policy create --name DataSciencePolicy --description "Policy for Data Science notebook users" --statements '["ALLOW group DataScienceUsers to manage data-science-family in compartment DataScienceCompartment"]' --compartment-id <compartment-id>
Create a Group: If not already done, create a user group for Data Science:
oci iam group create --name DataScienceUsers --description "Group for Data Science users"
Add Users to Group: Add users to this group so they can access the Data Science resources:
oci iam group add-user --group-id <group-id> --user-id <user-id>
Verify the Setup: Ensure that the policies and group memberships are correctly configured to provide the necessary access.
These commands provide a framework for managing access to OCI Data Science resources, ensuring that users have the appropriate level of access for their roles. Remember to replace placeholders like <compartment-id>, <group-id>, and <user-id> with actual values from your OCI environment.
Best practices to create user group and privs for OCI Data science notebook
When setting up user groups and privileges for OCI Data Science notebooks, following best practices can help ensure security and efficiency:
Role-Based Access Control (RBAC): Define roles based on job functions and assign privileges accordingly. This minimizes excessive permissions that can lead to security risks.
Least Privilege Principle: Grant users the minimum level of access necessary for their work. Regularly review and adjust permissions to avoid privilege creep.
Use Groups: Organize users into groups based on their roles and assign permissions to groups rather than individuals. This simplifies management and ensures consistent access control across users with similar roles.
Comprehensive Policies: Define clear, comprehensive IAM policies that specify what resources groups can access and what actions they can perform.
Regular Audits: Conduct regular audits of user activities and permissions to ensure compliance with security policies and to identify any unauthorized changes or breaches.
Integration with Identity Providers: Use federated identities from corporate directories for authentication, reducing the number of credentials and enhancing security.
Implementing these practices will help maintain a secure and organized environment for your OCI Data Science projects.
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