# test_queen_systems.py import unittest import time import random import json import os # Mock AIVA's Queen-level systems (replace with actual imports in a real environment) class MockMemoryRecall: def __init__(self, knowledge_base=None): self.knowledge_base = knowledge_base or {} def store(self, key, value): self.knowledge_base[key] = value def recall(self, key): return self.knowledge_base.get(key) class MockConsciousnessLoop: def __init__(self): self.state = "idle" def start(self): self.state = "running" def stop(self): self.state = "stopped" def get_state(self): return self.state class MockValidationGate: def validate(self, data, schema): # Simplified validation logic - replace with actual schema validation if not isinstance(data, dict): return False for key, value_type in schema.items(): if key not in data or not isinstance(data[key], value_type): return False return True class MockSwarmCoordinator: def __init__(self): self.swarm_state = "inactive" self.tasks_assigned = 0 def activate_swarm(self, num_agents): self.swarm_state = "active" self.tasks_assigned = num_agents def deactivate_swarm(self): self.swarm_state = "inactive" self.tasks_assigned = 0 def get_swarm_state(self): return self.swarm_state def get_tasks_assigned(self): return self.tasks_assigned class MockKnowledgeGraph: def __init__(self): self.graph = {} def add_node(self, node_id, attributes): self.graph[node_id] = attributes def get_node(self, node_id): return self.graph.get(node_id) def add_edge(self, node1_id, node2_id, relation): if node1_id in self.graph and node2_id in self.graph: if 'edges' not in self.graph[node1_id]: self.graph[node1_id]['edges'] = {} self.graph[node1_id]['edges'][node2_id] = relation def get_edges(self, node_id): if node_id in self.graph and 'edges' in self.graph[node_id]: return self.graph[node_id]['edges'] return {} class MockRevenueTracker: def __init__(self): self.revenue = 0.0 def record_revenue(self, amount): self.revenue += amount def get_revenue(self): return self.revenue class MockEvolutionEngine: def __init__(self): self.evolution_state = "idle" self.num_iterations = 0 def start_evolution(self, iterations): self.evolution_state = "running" self.num_iterations = iterations def stop_evolution(self): self.evolution_state = "stopped" def get_evolution_state(self): return self.evolution_state class MockConstitutionalCompliance: def check_compliance(self, action): # Simplified compliance check - replace with actual rules if "illegal" in action: return False return True class MockIntegrationHub: def __init__(self): self.connected_services = [] def connect_service(self, service_name): self.connected_services.append(service_name) def disconnect_service(self, service_name): if service_name in self.connected_services: self.connected_services.remove(service_name) def get_connected_services(self): return self.connected_services class MockQueenOrchestrator: def __init__(self, memory_recall, swarm_coordinator, revenue_tracker): self.memory_recall = memory_recall self.swarm_coordinator = swarm_coordinator self.revenue_tracker = revenue_tracker def execute_task(self, task_description): if "revenue generation" in task_description: self.swarm_coordinator.activate_swarm(10) self.revenue_tracker.record_revenue(100.0) self.memory_recall.store("last_task", task_description) self.swarm_coordinator.deactivate_swarm() else: self.memory_recall.store("last_task", task_description) # --- Unit Tests --- class TestMemoryRecall(unittest.TestCase): def setUp(self): self.memory_recall = MockMemoryRecall() def test_store_and_recall(self): self.memory_recall.store("test_key", "test_value") self.assertEqual(self.memory_recall.recall("test_key"), "test_value") def test_recall_nonexistent_key(self): self.assertIsNone(self.memory_recall.recall("nonexistent_key")) def test_recall_accuracy(self): num_items = 1000 for i in range(num_items): self.memory_recall.store(f"key_{i}", f"value_{i}") correct_recalls = 0 for i in range(num_items): if self.memory_recall.recall(f"key_{i}") == f"value_{i}": correct_recalls += 1 accuracy = correct_recalls / num_items self.assertGreaterEqual(accuracy, 0.95, "Memory recall accuracy below 95%") class TestConsciousnessLoop(unittest.TestCase): def setUp(self): self.consciousness_loop = MockConsciousnessLoop() def test_start_and_stop(self): self.assertEqual(self.consciousness_loop.get_state(), "idle") self.consciousness_loop.start() self.assertEqual(self.consciousness_loop.get_state(), "running") self.consciousness_loop.stop() self.assertEqual(self.consciousness_loop.get_state(), "stopped") class TestValidationGate(unittest.TestCase): def setUp(self): self.validation_gate = MockValidationGate() self.schema = {"name": str, "age": int} def test_valid_data(self): data = {"name": "Alice", "age": 30} self.assertTrue(self.validation_gate.validate(data, self.schema)) def test_invalid_data_wrong_type(self): data = {"name": "Alice", "age": "30"} self.assertFalse(self.validation_gate.validate(data, self.schema)) def test_invalid_data_missing_key(self): data = {"name": "Alice"} self.assertFalse(self.validation_gate.validate(data, self.schema)) class TestSwarmCoordinator(unittest.TestCase): def setUp(self): self.swarm_coordinator = MockSwarmCoordinator() def test_activate_and_deactivate_swarm(self): self.assertEqual(self.swarm_coordinator.get_swarm_state(), "inactive") self.swarm_coordinator.activate_swarm(10) self.assertEqual(self.swarm_coordinator.get_swarm_state(), "active") self.assertEqual(self.swarm_coordinator.get_tasks_assigned(), 10) self.swarm_coordinator.deactivate_swarm() self.assertEqual(self.swarm_coordinator.get_swarm_state(), "inactive") self.assertEqual(self.swarm_coordinator.get_tasks_assigned(), 0) class TestKnowledgeGraph(unittest.TestCase): def setUp(self): self.knowledge_graph = MockKnowledgeGraph() def test_add_and_get_node(self): self.knowledge_graph.add_node("node1", {"type": "person", "name": "Bob"}) node = self.knowledge_graph.get_node("node1") self.assertEqual(node["name"], "Bob") def test_add_and_get_edge(self): self.knowledge_graph.add_node("node1", {"type": "person", "name": "Bob"}) self.knowledge_graph.add_node("node2", {"type": "company", "name": "Acme"}) self.knowledge_graph.add_edge("node1", "node2", "works_for") edges = self.knowledge_graph.get_edges("node1") self.assertEqual(edges["node2"], "works_for") class TestRevenueTracker(unittest.TestCase): def setUp(self): self.revenue_tracker = MockRevenueTracker() def test_record_and_get_revenue(self): self.revenue_tracker.record_revenue(100.0) self.revenue_tracker.record_revenue(50.0) self.assertEqual(self.revenue_tracker.get_revenue(), 150.0) class TestEvolutionEngine(unittest.TestCase): def setUp(self): self.evolution_engine = MockEvolutionEngine() def test_start_and_stop_evolution(self): self.assertEqual(self.evolution_engine.get_evolution_state(), "idle") self.evolution_engine.start_evolution(100) self.assertEqual(self.evolution_engine.get_evolution_state(), "running") self.evolution_engine.stop_evolution() self.assertEqual(self.evolution_engine.get_evolution_state(), "stopped") class TestConstitutionalCompliance(unittest.TestCase): def setUp(self): self.constitutional_compliance = MockConstitutionalCompliance() def test_compliant_action(self): self.assertTrue(self.constitutional_compliance.check_compliance("analyze data")) def test_non_compliant_action(self): self.assertFalse(self.constitutional_compliance.check_compliance("initiate illegal activity")) class TestIntegrationHub(unittest.TestCase): def setUp(self): self.integration_hub = MockIntegrationHub() def test_connect_and_disconnect_service(self): self.integration_hub.connect_service("ServiceA") self.assertEqual(self.integration_hub.get_connected_services(), ["ServiceA"]) self.integration_hub.connect_service("ServiceB") self.assertEqual(self.integration_hub.get_connected_services(), ["ServiceA", "ServiceB"]) self.integration_hub.disconnect_service("ServiceA") self.assertEqual(self.integration_hub.get_connected_services(), ["ServiceB"]) class TestQueenOrchestrator(unittest.TestCase): def setUp(self): self.memory_recall = MockMemoryRecall() self.swarm_coordinator = MockSwarmCoordinator() self.revenue_tracker = MockRevenueTracker() self.queen_orchestrator = MockQueenOrchestrator(self.memory_recall, self.swarm_coordinator, self.revenue_tracker) def test_execute_revenue_generation_task(self): self.queen_orchestrator.execute_task("revenue generation task") self.assertEqual(self.swarm_coordinator.get_swarm_state(), "inactive") self.assertEqual(self.revenue_tracker.get_revenue(), 100.0) self.assertEqual(self.memory_recall.recall("last_task"), "revenue generation task") def test_execute_other_task(self): self.queen_orchestrator.execute_task("data analysis task") self.assertEqual(self.memory_recall.recall("last_task"), "data analysis task") # --- Integration Tests --- class TestIntegratedQueenSystems(unittest.TestCase): def setUp(self): self.memory_recall = MockMemoryRecall() self.consciousness_loop = MockConsciousnessLoop() self.validation_gate = MockValidationGate() self.swarm_coordinator = MockSwarmCoordinator() self.knowledge_graph = MockKnowledgeGraph() self.revenue_tracker = MockRevenueTracker() self.evolution_engine = MockEvolutionEngine() self.constitutional_compliance = MockConstitutionalCompliance() self.integration_hub = MockIntegrationHub() self.queen_orchestrator = MockQueenOrchestrator(self.memory_recall, self.swarm_coordinator, self.revenue_tracker) def test_integrated_workflow(self): # 1. Connect to a service self.integration_hub.connect_service("DataService") self.assertIn("DataService", self.integration_hub.get_connected_services()) # 2. Define a task task_description = "Analyze customer data for revenue opportunities." # 3. Check compliance is_compliant = self.constitutional_compliance.check_compliance(task_description) self.assertTrue(is_compliant) # 4. Execute the task via the orchestrator self.queen_orchestrator.execute_task(task_description) # 5. Verify memory recall recalled_task = self.memory_recall.recall("last_task") self.assertEqual(recalled_task, task_description) # 6. Simulate revenue generation self.revenue_tracker.record_revenue(500.0) self.assertGreater(self.revenue_tracker.get_revenue(), 0) # 7. Evolution Engine is invoked based on performance self.evolution_engine.start_evolution(10) self.assertEqual(self.evolution_engine.get_evolution_state(), "running") self.evolution_engine.stop_evolution() # 8. Disconnect the service self.integration_hub.disconnect_service("DataService") self.assertNotIn("DataService", self.integration_hub.get_connected_services()) # --- Performance Benchmarks --- class TestPerformanceBenchmarks(unittest.TestCase): def setUp(self): self.memory_recall = MockMemoryRecall() def test_memory_recall_performance(self): num_items = 10000 for i in range(num_items): self.memory_recall.store(f"key_{i}", f"value_{i}") start_time = time.time() for i in range(num_items): self.memory_recall.recall(f"key_{i}") end_time = time.time() elapsed_time = end_time - start_time print(f"Memory recall performance: {elapsed_time:.4f} seconds for {num_items} items") self.assertLess(elapsed_time, 1.0, "Memory recall performance is too slow") #Adjust the threshold as needed def test_validation_gate_performance(self): validation_gate = MockValidationGate() schema = {"name": str, "age": int, "city": str} data = {"name": "Alice", "age": 30, "city": "New York"} num_iterations = 10000 start_time = time.time() for _ in range(num_iterations): validation_gate.validate(data, schema) end_time = time.time() elapsed_time = end_time - start_time print(f"Validation gate performance: {elapsed_time:.4f} seconds for {num_iterations} iterations") self.assertLess(elapsed_time, 0.5, "Validation gate performance is too slow") # --- Stress Tests --- class TestStressTests(unittest.TestCase): def test_memory_recall_stress(self): memory_recall = MockMemoryRecall() num_items = 100000 # High number of items for i in range(num_items): memory_recall.store(f"key_{i}", f"value_{i}") # Attempt to recall a large number of items concurrently threads = [] num_threads = 10 def recall_items(start, end): for i in range(start, end): memory_recall.recall(f"key_{i}") for i in range(num_threads): start = i * (num_items // num_threads) end = (i + 1) * (num_items // num_threads) import threading thread = threading.Thread(target=recall_items, args=(start, end)) threads.append(thread) thread.start() for thread in threads: thread.join() print("Memory recall stress test completed without crashing") def test_swarm_coordinator_stress(self): swarm_coordinator = MockSwarmCoordinator() num_swarms = 100 # Simulate a large number of swarm activations and deactivations for i in range(num_swarms): swarm_coordinator.activate_swarm(random.randint(1, 10)) # Vary swarm size swarm_coordinator.deactivate_swarm() self.assertEqual(swarm_coordinator.get_swarm_state(), "inactive") # Ensure it ends in a stable state print("Swarm coordinator stress test completed without errors.") # --- Failure Mode Tests --- class TestFailureModeTests(unittest.TestCase): def test_memory_recall_corrupted_data(self): memory_recall = MockMemoryRecall() memory_recall.store("key1", "valid_value") # Simulate data corruption by directly modifying the knowledge base memory_recall.knowledge_base["key1"] = None # Simulate a corrupted value retrieved_value = memory_recall.recall("key1") self.assertIsNone(retrieved_value, "Memory recall should return None for corrupted data") def test_validation_gate_invalid_schema(self): validation_gate = MockValidationGate() data = {"name": "Alice", "age": 30} invalid_schema = {"name": int, "age": str} # Intentionally wrong types # The validation gate should handle an invalid schema gracefully. is_valid = validation_gate.validate(data, invalid_schema) self.assertFalse(is_valid, "Validation gate should identify data as invalid under incorrect schema.") # --- Run Tests --- if __name__ == '__main__': unittest.main()