audit2rbac takes a Kubernetes audit log and username as input, and generates RBAC role and binding objects that cover all the API requests made by that user.

audit2rbac is in the nascent stages of development, and will change internal and external interfaces before a stable release.

• Release history
• Known issues

1. Obtain a Kubernetes audit log containing all the API requests you expect your user to perform
   • The log must be in JSON format (requires running an API server with --feature-gates=AdvancedAudit=true and a --audit-policy-file defined... see documentation for more details)
   • v1alpha1 or v1beta1 audit events are supported
   • The Metadata log level works best to minimize log size
   • To exercise all API calls, it is sometimes necessary to grant broad access to a user or application to avoid short-circuiting code paths on failed API requests. This should be done cautiously, ideally in a development environment.
2. Identify a specific user you want to generate roles for. This can be a normal user with a username like bob or a service account with a username like system:serviceaccount:my-namespace:my-service-account.
3. Run audit2rbac, capturing the output

   audit2rbac --filename audit.log --user system:serviceaccount:my-namespace:my-user > roles.yaml
   
   Loading events...............................................
   Evaluating API calls...
   Generating roles...
   Complete!

4. Inspect the output to verify the generated roles/bindings:

   more roles.yaml 
   
   apiVersion: rbac.authorization.k8s.io/v1
   kind: ClusterRole
   metadata:
     creationTimestamp: null
     labels:
       audit2rbac.liggitt.net/generated: "true"
       audit2rbac.liggitt.net/user: my-user
     name: audit2rbac:my-user
   rules:
   - apiGroups:
   ...

5. Load the generated roles/bindings:

   kubectl create -f roles.yaml
   
   clusterrole "audit2rbac:my-user" created
   clusterrolebinding "audit2rbac:my-user" created
   role "audit2rbac:my-user" created
   rolebinding "audit2rbac:my-user" created

Requirements:

• Go 1.8+
• Glide 0.12.3+

To download, install dependencies, and build:

go get -d github.com/liggitt/audit2rbac
cd $GOPATH/src/github.com/liggitt/audit2rbac
git fetch --tags
make install-deps
make