893 - added test which shows the new action space has been created when ANY is selected in single_action_space_lay_down_config.yaml

src/primaite/environment/primaite_env.py

@@ -249,11 +249,13 @@ class Primaite(Env):
             self.action_dict = self.create_acl_action_dict()
             self.action_space = spaces.Discrete(len(self.action_dict))
             print(self.action_space, "ACL action space")
-        else:
+        elif self.action_type == ActionType.ANY:
-            _LOGGER.warning("Action space type ANY selected - Node + ACL")
+            _LOGGER.info("Action space type ANY selected - Node + ACL")
             self.action_dict = self.create_node_and_acl_action_dict()
             self.action_space = spaces.Discrete(len(self.action_dict))
             print(self.action_space, "ANY action space")
+        else:
+            _LOGGER.info("Invalid action type selected")
         # Set up a csv to store the results of the training
         try:
             now = datetime.now()  # current date and time
@@ -1271,6 +1273,5 @@ class Primaite(Env):
 
         # Combine the Node dict and ACL dict
         combined_action_dict = {**acl_action_dict, **new_node_action_dict}
-        logging.warning("logging is working")
         # print(len(list(combined_action_dict.values())))
         return combined_action_dict

tests/test_single_action_space.py

@@ -9,4 +9,18 @@ def test_single_action_space():
         lay_down_config_path=TEST_CONFIG_ROOT
         / "single_action_space_lay_down_config.yaml",
     )
-    print("Average Reward:", env.average_reward)
+    """
+    nv.action_space.n is the total number of actions in the Discrete action space
+    This is the number of actions the agent has to choose from.
+
+    The total number of actions that an agent can type when a NODE action type is selected is: 6
+    The total number of actions that an agent can take when an ACL action type is selected is: 7
+
+    These action spaces are combined and the total number of actions is: 12
+    This is due to both actions containing the action to "Do nothing", so it needs to be removed from one of the spaces,
+    to avoid duplicate actions.
+
+    As a result, 12 is the total number of action spaces.
+    """
+    # e
+    assert env.action_space.n == 12