901 - fixed test_observation_space.py, added test fixture for test_seeding_and_deterministic_session.py and increased default max number of acls

src/primaite/config/_package_data/training/training_config_main.yaml

@@ -91,6 +91,13 @@ session_type: TRAIN_EVAL
 # The high value for the observation space
 observation_space_high_value: 1000000000
 
+# Choice whether to have an ALLOW or DENY implicit rule or not (TRUE or FALSE)
+apply_implicit_rule: False
+# Implicit ACL firewall rule at end of lists to be default action or no rule can be selected (ALLOW or DENY)
+implicit_acl_rule: DENY
+# Total number of ACL rules allowed in the environment
+max_number_acl_rules: 30
+
 # The Stable Baselines3 learn/eval output verbosity level:
 # Options are:
 # "NONE" (No Output)

src/primaite/config/training_config.py

@@ -106,7 +106,7 @@ class TrainingConfig:
     implicit_acl_rule: RulePermissionType = RulePermissionType.DENY
     "ALLOW or DENY implicit firewall rule to go at the end of list of ACL list."
 
-    max_number_acl_rules: int = 10
+    max_number_acl_rules: int = 30
     "Sets a limit for number of acl rules allowed in the list and environment."
 
     # Reward values

src/primaite/environment/observations.py

@@ -448,8 +448,8 @@ class AccessControlList(AbstractObservationComponent):
             len(RulePermissionType),
             len(env.nodes) + 2,
             len(env.nodes) + 2,
-            len(env.services_list) + 1,
-            len(env.ports_list) + 1,
+            len(env.services_list) + 2,
+            len(env.ports_list) + 2,
             env.max_number_acl_rules + 1,
         ]
         shape = acl_shape * self.env.max_number_acl_rules
@@ -523,6 +523,7 @@ class AccessControlList(AbstractObservationComponent):
 
                 # Either do the multiply on the obs space
                 # Change the obs to
+                print("current obs", port_int)
                 obs.extend(
                     [
                         permission_int,