901 - changed ACL instantiation and changed acl t private _acl (list not dict) attribute, added laydown_ACL.yaml for testing, fixed encoding of acl rules to integers for obs space, added ACL position to node action space and added generic test where agents adds two ACL rules.
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86
tests/config/obs_tests/laydown_ACL.yaml
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86
tests/config/obs_tests/laydown_ACL.yaml
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@@ -0,0 +1,86 @@
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- item_type: PORTS
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ports_list:
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- port: '80'
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- port: '21'
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- item_type: SERVICES
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service_list:
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- name: TCP
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- name: FTP
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########################################
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# Nodes
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- item_type: NODE
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node_id: '1'
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name: PC1
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node_class: SERVICE
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node_type: COMPUTER
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priority: P5
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hardware_state: 'ON'
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ip_address: 192.168.1.1
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software_state: COMPROMISED
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file_system_state: GOOD
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services:
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- name: TCP
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port: '80'
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state: GOOD
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- name: FTP
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port: '21'
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state: GOOD
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- item_type: NODE
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node_id: '2'
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name: SERVER
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node_class: SERVICE
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node_type: SERVER
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priority: P5
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hardware_state: 'ON'
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ip_address: 192.168.1.2
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software_state: GOOD
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file_system_state: GOOD
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services:
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- name: TCP
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port: '80'
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state: GOOD
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- name: FTP
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port: '21'
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state: OVERWHELMED
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- item_type: NODE
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node_id: '3'
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name: SWITCH1
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node_class: ACTIVE
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node_type: SWITCH
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priority: P2
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hardware_state: 'ON'
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ip_address: 192.168.1.3
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software_state: GOOD
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file_system_state: GOOD
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########################################
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# Links
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- item_type: LINK
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id: '4'
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name: link1
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bandwidth: 1000
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source: '1'
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destination: '3'
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- item_type: LINK
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id: '5'
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name: link2
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bandwidth: 1000
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source: '3'
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destination: '2'
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#########################################
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# IERS
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- item_type: GREEN_IER
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id: '5'
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start_step: 0
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end_step: 5
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load: 999
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protocol: TCP
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port: '80'
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source: '1'
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destination: '2'
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mission_criticality: 5
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#########################################
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# ACL Rules
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@@ -24,6 +24,19 @@ load_agent: False
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# File path and file name of agent if you're loading one in
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agent_load_file: C:\[Path]\[agent_saved_filename.zip]
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# Choice whether to have an ALLOW or DENY implicit rule or not (TRUE or FALSE)
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apply_implicit_rule: True
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# Implicit ACL firewall rule at end of lists to be default action or no rule can be selected (ALLOW or DENY)
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implicit_acl_rule: DENY
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# Total number of ACL rules allowed in the environment
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max_number_acl_rules: 10
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observation_space:
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components:
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- name: ACCESS_CONTROL_LIST
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# Environment config values
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# The high value for the observation space
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observation_space_high_value: 1000000000
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@@ -7,7 +7,7 @@ from primaite.acl.acl_rule import ACLRule
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def test_acl_address_match_1():
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"""Test that matching IP addresses produce True."""
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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rule = ACLRule("ALLOW", "192.168.1.1", "192.168.1.2", "TCP", "80")
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@@ -16,7 +16,7 @@ def test_acl_address_match_1():
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def test_acl_address_match_2():
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"""Test that mismatching IP addresses produce False."""
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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rule = ACLRule("ALLOW", "192.168.1.1", "192.168.1.2", "TCP", "80")
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@@ -25,7 +25,7 @@ def test_acl_address_match_2():
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def test_acl_address_match_3():
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"""Test the ANY condition for source IP addresses produce True."""
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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rule = ACLRule("ALLOW", "ANY", "192.168.1.2", "TCP", "80")
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@@ -34,7 +34,7 @@ def test_acl_address_match_3():
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def test_acl_address_match_4():
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"""Test the ANY condition for dest IP addresses produce True."""
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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rule = ACLRule("ALLOW", "192.168.1.1", "ANY", "TCP", "80")
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@@ -44,7 +44,7 @@ def test_acl_address_match_4():
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def test_check_acl_block_affirmative():
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"""Test the block function (affirmative)."""
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# Create the Access Control List
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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# Create a rule
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acl_rule_permission = "ALLOW"
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@@ -68,7 +68,7 @@ def test_check_acl_block_affirmative():
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def test_check_acl_block_negative():
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"""Test the block function (negative)."""
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# Create the Access Control List
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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# Create a rule
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acl_rule_permission = "DENY"
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@@ -93,7 +93,7 @@ def test_check_acl_block_negative():
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def test_rule_hash():
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"""Test the rule hash."""
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# Create the Access Control List
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acl = AccessControlList("DENY", 10)
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acl = AccessControlList(True, "DENY", 10)
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rule = ACLRule("DENY", "192.168.1.1", "192.168.1.2", "TCP", "80")
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hash_value_local = hash(rule)
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@@ -1,4 +1,7 @@
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"""Test env creation and behaviour with different observation spaces."""
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import time
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import numpy as np
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import pytest
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@@ -12,6 +15,46 @@ from tests import TEST_CONFIG_ROOT
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from tests.conftest import _get_primaite_env_from_config
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def run_generic_set_actions(env: Primaite):
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"""Run against a generic agent with specified blue agent actions."""
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# Reset the environment at the start of the episode
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# env.reset()
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training_config = env.training_config
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for episode in range(0, training_config.num_episodes):
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for step in range(0, training_config.num_steps):
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# Send the observation space to the agent to get an action
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# TEMP - random action for now
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# action = env.blue_agent_action(obs)
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action = 0
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print("\nStep:", step)
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if step == 5:
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# [1, 1, 2, 1, 1, 1, 2] ACL Action
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# Creates an ACL rule
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# Allows traffic from SERVER to PC1 on port TCP 80 and place ACL at position 2
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action = 291
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elif step == 7:
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# [1, 1, 3, 1, 2, 2, 1] ACL Action
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# Creates an ACL rule
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# Allows traffic from PC1 to SWITCH 1 on port UDP at position 1
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action = 425
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# Run the simulation step on the live environment
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obs, reward, done, info = env.step(action)
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# Update observations space and return
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env.update_environent_obs()
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# Break if done is True
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if done:
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break
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# Introduce a delay between steps
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time.sleep(training_config.time_delay / 1000)
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# Reset the environment at the end of the episode
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# env.reset()
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# env.close()
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@pytest.fixture
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def env(request):
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"""Build Primaite environment for integration tests of observation space."""
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@@ -131,11 +174,11 @@ class TestNodeLinkTable:
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assert np.array_equal(
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obs,
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[
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[1, 1, 3, 1, 1, 1],
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[2, 1, 1, 1, 1, 4],
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[3, 1, 1, 1, 0, 0],
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[4, 0, 0, 0, 999, 0],
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[5, 0, 0, 0, 999, 0],
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[1, 1, 3, 1, 1, 1, 0],
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[2, 1, 1, 1, 1, 4, 1],
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[3, 1, 1, 1, 0, 0, 2],
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[4, 0, 0, 0, 999, 0, 3],
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[5, 0, 0, 0, 999, 0, 4],
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],
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)
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@@ -260,4 +303,16 @@ class TestAccessControlList:
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# therefore the first and third elements should be 6 and all others 0
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# (`7` corresponds to 100% utiilsation and `6` corresponds to 87.5%-100%)
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print(obs)
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assert np.array_equal(obs, [6, 0, 6, 0])
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assert np.array_equal(obs, [])
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def test_observation_space(self):
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"""Test observation space is what is expected when an agent adds ACLs during an episode."""
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# Used to use env from test fixture but AtrributeError function object has no 'training_config'
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env = _get_primaite_env_from_config(
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training_config_path=TEST_CONFIG_ROOT
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/ "single_action_space_fixed_blue_actions_main_config.yaml",
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lay_down_config_path=TEST_CONFIG_ROOT / "obs_tests/laydown_ACL.yaml",
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)
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run_generic_set_actions(env)
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# print("observation space",env.observation_space)
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@@ -66,7 +66,7 @@ def test_single_action_space_is_valid():
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if len(dict_item) == 4:
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contains_node_actions = True
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# Link action detected
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elif len(dict_item) == 6:
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elif len(dict_item) == 7:
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contains_acl_actions = True
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# If both are there then the ANY action type is working
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if contains_node_actions and contains_acl_actions:
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@@ -92,7 +92,7 @@ def test_agent_is_executing_actions_from_both_spaces():
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access_control_list = env.acl
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# Use the Access Control List object acl object attribute to get dictionary
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# Use dictionary.values() to get total list of all items in the dictionary
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acl_rules_list = access_control_list.acl.values()
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acl_rules_list = access_control_list.acl
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# Length of this list tells you how many items are in the dictionary
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# This number is the frequency of Access Control Rules in the environment
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# In the scenario, we specified that the agent should create only 1 acl rule
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