As a part of the policy guided fulfillment, we need to enforce policies on the Murano environment deployment. If the policy enforcement failed, deployment fails. Policies are defined and evaluated in the Congress project. The policy language for Congress is Datalog. The congress policy consists of Datalog rules and facts. The cloud administrator defines policies in Congress. Examples of such policies:
These policies are evaluated over data in the form of tables (Congress data structures). A deployed Murano environment must be decomposed to Congress data structures. The decomposed environment is sent to congress for simulation. Congress simulates whether the resulting state does not violate any defined policy. Deployment is aborted in case of policy violation. Murano uses two predefined policies in Congress:
Records in the murano policy are queried by rules from the murano_system policy. The congress simulation does not create any records in the murano policy. Congress will only give feedback on whether the resulting state violates the policy or not.
In this example we will create rules that prohibit creating VM instances with flavor with more than 2048 MB ram.
Prior creating rules your OpenStack installation has to be configured as described in Setting up policy enforcement.
Create predeploy_errors rule
Policy validation engine checks rule predeploy_errors and rules referenced inside this rule are evaluated by congress engine.
We create example rule which references flavor_ram rule we create afterwards. It disables flavors with ram higher than 2048 MB and constructs message returned to the user in msg variable.
predeploy_errors(eid, obj_id, msg) :- murano:objects(obj_id, pid, type), murano:objects(eid, tid, "io.murano.Environment"), murano:connected(eid, pid), murano:properties(obj_id, "flavor", flavor_name), flavor_ram(flavor_name, ram), gt(ram, 2048), murano:properties(obj_id, "name", obj_name), concat(obj_name, ": instance flavor has RAM size over 2048MB", msg)Use this command to create the rule:
congress policy rule create murano_system "predeploy_errors(eid, obj_id, msg) :- murano:objects(obj_id, pid, type), murano:objects(eid, tid, \"io.murano.Environment\"), murano:connected(eid, pid), murano:properties(obj_id, \"flavor\", flavor_name), flavor_ram(flavor_name, ram), gt(ram, 2048), murano:properties(obj_id, \"name\", obj_name), concat(obj_name, \": instance flavor has RAM size over 2048MB\", msg)"
In this example we used data from policy murano which is represented by murano:properties. There are stored rows with decomposition of model representing murano application. We also used built-in functions of congress - gt - greater-than, and concat which joins two strings into variable.
Create flavor_ram rule
We create the rule that resolves parameters of flavor by flavor name and returns ram parameter. It uses rule flavors from nova policy. Data in this policy is filled by nova datasource driver.
Use this command to create the rule:
congress policy rule create murano_system "flavor_ram(flavor_name, ram) :- nova:flavors(id, flavor_name, cpus, ram)"
Create environment with simple application
- Choose Git application from murano applications
- Create with “m1.medium” instance flavor which uses 4096MB so validation will fail
Deploy environment
- Environment is in Status: Deploy FAILURE
- Check deployment log: