anderson-ufrj
commited on
Commit
·
60716dd
1
Parent(s):
6eb1f60
test(multiagent): implement agent coordination tests
Browse files- Test agent message system
- Test agent context management
- Test base agent functionality
- Test reflective agent capabilities
- Test master agent orchestration
- Add end-to-end investigation tests
tests/multiagent/test_agent_coordination.py
ADDED
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| 1 |
+
"""Multi-agent coordination tests."""
|
| 2 |
+
import pytest
|
| 3 |
+
import asyncio
|
| 4 |
+
from unittest.mock import MagicMock, patch, AsyncMock
|
| 5 |
+
from datetime import datetime
|
| 6 |
+
import json
|
| 7 |
+
|
| 8 |
+
from src.agents.deodoro import (
|
| 9 |
+
BaseAgent, ReflectiveAgent, AgentContext,
|
| 10 |
+
AgentMessage, AgentResponse, AgentStatus
|
| 11 |
+
)
|
| 12 |
+
from src.agents.abaporu import MasterAgent
|
| 13 |
+
from src.agents.zumbi import InvestigatorAgent
|
| 14 |
+
from src.agents.anita import AnalystAgent
|
| 15 |
+
from src.agents.tiradentes import ReporterAgent
|
| 16 |
+
from src.agents.ayrton_senna import SemanticRouterAgent
|
| 17 |
+
from src.infrastructure.orchestrator import AgentOrchestrator
|
| 18 |
+
from src.infrastructure.agent_pool import AgentPool
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
class TestAgentMessage:
|
| 22 |
+
"""Test agent message system."""
|
| 23 |
+
|
| 24 |
+
def test_create_agent_message(self):
|
| 25 |
+
"""Test creating agent message."""
|
| 26 |
+
message = AgentMessage(
|
| 27 |
+
sender="agent1",
|
| 28 |
+
recipient="agent2",
|
| 29 |
+
action="analyze",
|
| 30 |
+
payload={"data": "test"},
|
| 31 |
+
context={"investigation_id": "inv-123"}
|
| 32 |
+
)
|
| 33 |
+
|
| 34 |
+
assert message.sender == "agent1"
|
| 35 |
+
assert message.recipient == "agent2"
|
| 36 |
+
assert message.action == "analyze"
|
| 37 |
+
assert message.payload["data"] == "test"
|
| 38 |
+
assert message.requires_response is True # Default
|
| 39 |
+
assert message.message_id is not None
|
| 40 |
+
|
| 41 |
+
def test_message_serialization(self):
|
| 42 |
+
"""Test message serialization."""
|
| 43 |
+
message = AgentMessage(
|
| 44 |
+
sender="test_agent",
|
| 45 |
+
recipient="target_agent",
|
| 46 |
+
action="process",
|
| 47 |
+
payload={"value": 100}
|
| 48 |
+
)
|
| 49 |
+
|
| 50 |
+
# Serialize to dict
|
| 51 |
+
message_dict = message.to_dict()
|
| 52 |
+
|
| 53 |
+
assert isinstance(message_dict, dict)
|
| 54 |
+
assert message_dict["sender"] == "test_agent"
|
| 55 |
+
assert "timestamp" in message_dict
|
| 56 |
+
|
| 57 |
+
# Deserialize back
|
| 58 |
+
restored = AgentMessage.from_dict(message_dict)
|
| 59 |
+
assert restored.sender == message.sender
|
| 60 |
+
assert restored.action == message.action
|
| 61 |
+
|
| 62 |
+
|
| 63 |
+
class TestAgentContext:
|
| 64 |
+
"""Test agent context management."""
|
| 65 |
+
|
| 66 |
+
def test_agent_context_creation(self):
|
| 67 |
+
"""Test creating agent context."""
|
| 68 |
+
context = AgentContext(
|
| 69 |
+
investigation_id="inv-456",
|
| 70 |
+
user_id="user-789",
|
| 71 |
+
parameters={"threshold": 0.8}
|
| 72 |
+
)
|
| 73 |
+
|
| 74 |
+
assert context.investigation_id == "inv-456"
|
| 75 |
+
assert context.user_id == "user-789"
|
| 76 |
+
assert context.parameters["threshold"] == 0.8
|
| 77 |
+
assert context.shared_data == {} # Empty initially
|
| 78 |
+
|
| 79 |
+
def test_context_data_sharing(self):
|
| 80 |
+
"""Test data sharing through context."""
|
| 81 |
+
context = AgentContext(investigation_id="inv-123")
|
| 82 |
+
|
| 83 |
+
# Agent 1 adds data
|
| 84 |
+
context.add_data("anomalies", [{"type": "price", "score": 0.9}])
|
| 85 |
+
|
| 86 |
+
# Agent 2 can access it
|
| 87 |
+
anomalies = context.get_data("anomalies")
|
| 88 |
+
assert len(anomalies) == 1
|
| 89 |
+
assert anomalies[0]["type"] == "price"
|
| 90 |
+
|
| 91 |
+
def test_context_history_tracking(self):
|
| 92 |
+
"""Test context tracks agent history."""
|
| 93 |
+
context = AgentContext(investigation_id="inv-123")
|
| 94 |
+
|
| 95 |
+
# Track agent executions
|
| 96 |
+
context.add_history("agent1", "Started analysis")
|
| 97 |
+
context.add_history("agent2", "Found 3 anomalies")
|
| 98 |
+
|
| 99 |
+
history = context.get_history()
|
| 100 |
+
assert len(history) == 2
|
| 101 |
+
assert history[0]["agent"] == "agent1"
|
| 102 |
+
assert history[1]["message"] == "Found 3 anomalies"
|
| 103 |
+
|
| 104 |
+
|
| 105 |
+
class TestBaseAgent:
|
| 106 |
+
"""Test base agent functionality."""
|
| 107 |
+
|
| 108 |
+
@pytest.fixture
|
| 109 |
+
def test_agent(self):
|
| 110 |
+
"""Create test agent."""
|
| 111 |
+
class TestAgent(BaseAgent):
|
| 112 |
+
def __init__(self):
|
| 113 |
+
super().__init__(
|
| 114 |
+
agent_id="test_agent",
|
| 115 |
+
name="Test Agent",
|
| 116 |
+
description="Agent for testing"
|
| 117 |
+
)
|
| 118 |
+
|
| 119 |
+
async def process(self, message: AgentMessage) -> AgentResponse:
|
| 120 |
+
return AgentResponse(
|
| 121 |
+
agent_id=self.agent_id,
|
| 122 |
+
status=AgentStatus.COMPLETED,
|
| 123 |
+
result={"processed": True}
|
| 124 |
+
)
|
| 125 |
+
|
| 126 |
+
return TestAgent()
|
| 127 |
+
|
| 128 |
+
@pytest.mark.asyncio
|
| 129 |
+
async def test_agent_initialization(self, test_agent):
|
| 130 |
+
"""Test agent initialization."""
|
| 131 |
+
assert test_agent.agent_id == "test_agent"
|
| 132 |
+
assert test_agent.name == "Test Agent"
|
| 133 |
+
assert test_agent.status == AgentStatus.IDLE
|
| 134 |
+
assert test_agent.metrics is not None
|
| 135 |
+
|
| 136 |
+
@pytest.mark.asyncio
|
| 137 |
+
async def test_agent_execute(self, test_agent):
|
| 138 |
+
"""Test agent execution."""
|
| 139 |
+
message = AgentMessage(
|
| 140 |
+
sender="orchestrator",
|
| 141 |
+
recipient="test_agent",
|
| 142 |
+
action="test",
|
| 143 |
+
payload={"data": "test"}
|
| 144 |
+
)
|
| 145 |
+
|
| 146 |
+
response = await test_agent.execute(message)
|
| 147 |
+
|
| 148 |
+
assert response.status == AgentStatus.COMPLETED
|
| 149 |
+
assert response.result["processed"] is True
|
| 150 |
+
assert test_agent.metrics["executions"] == 1
|
| 151 |
+
|
| 152 |
+
@pytest.mark.asyncio
|
| 153 |
+
async def test_agent_retry_on_failure(self, test_agent):
|
| 154 |
+
"""Test agent retry mechanism."""
|
| 155 |
+
# Mock process to fail first time, succeed second
|
| 156 |
+
call_count = 0
|
| 157 |
+
|
| 158 |
+
async def mock_process(message):
|
| 159 |
+
nonlocal call_count
|
| 160 |
+
call_count += 1
|
| 161 |
+
if call_count == 1:
|
| 162 |
+
raise Exception("Temporary failure")
|
| 163 |
+
return AgentResponse(
|
| 164 |
+
agent_id="test_agent",
|
| 165 |
+
status=AgentStatus.COMPLETED,
|
| 166 |
+
result={"success": True}
|
| 167 |
+
)
|
| 168 |
+
|
| 169 |
+
test_agent.process = mock_process
|
| 170 |
+
|
| 171 |
+
message = AgentMessage(
|
| 172 |
+
sender="test",
|
| 173 |
+
recipient="test_agent",
|
| 174 |
+
action="retry_test"
|
| 175 |
+
)
|
| 176 |
+
|
| 177 |
+
response = await test_agent.execute(message)
|
| 178 |
+
|
| 179 |
+
assert response.status == AgentStatus.COMPLETED
|
| 180 |
+
assert call_count == 2 # Failed once, succeeded on retry
|
| 181 |
+
|
| 182 |
+
|
| 183 |
+
class TestReflectiveAgent:
|
| 184 |
+
"""Test reflective agent capabilities."""
|
| 185 |
+
|
| 186 |
+
@pytest.fixture
|
| 187 |
+
def reflective_agent(self):
|
| 188 |
+
"""Create reflective test agent."""
|
| 189 |
+
class TestReflectiveAgent(ReflectiveAgent):
|
| 190 |
+
def __init__(self):
|
| 191 |
+
super().__init__(
|
| 192 |
+
agent_id="reflective_test",
|
| 193 |
+
name="Reflective Test Agent",
|
| 194 |
+
description="Agent with reflection"
|
| 195 |
+
)
|
| 196 |
+
|
| 197 |
+
async def process(self, message: AgentMessage) -> AgentResponse:
|
| 198 |
+
# Simulate processing with quality score
|
| 199 |
+
return AgentResponse(
|
| 200 |
+
agent_id=self.agent_id,
|
| 201 |
+
status=AgentStatus.COMPLETED,
|
| 202 |
+
result={
|
| 203 |
+
"analysis": "Basic analysis",
|
| 204 |
+
"quality_score": 0.6 # Below threshold
|
| 205 |
+
}
|
| 206 |
+
)
|
| 207 |
+
|
| 208 |
+
async def reflect(self, result: dict, context: dict) -> dict:
|
| 209 |
+
# Improve based on reflection
|
| 210 |
+
return {
|
| 211 |
+
"analysis": "Improved analysis with more detail",
|
| 212 |
+
"quality_score": 0.9
|
| 213 |
+
}
|
| 214 |
+
|
| 215 |
+
return TestReflectiveAgent()
|
| 216 |
+
|
| 217 |
+
@pytest.mark.asyncio
|
| 218 |
+
async def test_reflection_improves_quality(self, reflective_agent):
|
| 219 |
+
"""Test reflection improves result quality."""
|
| 220 |
+
message = AgentMessage(
|
| 221 |
+
sender="test",
|
| 222 |
+
recipient="reflective_test",
|
| 223 |
+
action="analyze_with_reflection"
|
| 224 |
+
)
|
| 225 |
+
|
| 226 |
+
response = await reflective_agent.execute(message)
|
| 227 |
+
|
| 228 |
+
# Should have improved through reflection
|
| 229 |
+
assert response.result["quality_score"] > 0.8
|
| 230 |
+
assert "Improved analysis" in response.result["analysis"]
|
| 231 |
+
assert reflective_agent.metrics["reflections"] > 0
|
| 232 |
+
|
| 233 |
+
@pytest.mark.asyncio
|
| 234 |
+
async def test_reflection_loop_limit(self, reflective_agent):
|
| 235 |
+
"""Test reflection loop has maximum iterations."""
|
| 236 |
+
# Mock reflect to never improve quality
|
| 237 |
+
async def mock_reflect(result, context):
|
| 238 |
+
return {"quality_score": 0.5} # Always below threshold
|
| 239 |
+
|
| 240 |
+
reflective_agent.reflect = mock_reflect
|
| 241 |
+
reflective_agent.max_reflection_loops = 3
|
| 242 |
+
|
| 243 |
+
message = AgentMessage(
|
| 244 |
+
sender="test",
|
| 245 |
+
recipient="reflective_test",
|
| 246 |
+
action="test"
|
| 247 |
+
)
|
| 248 |
+
|
| 249 |
+
response = await reflective_agent.execute(message)
|
| 250 |
+
|
| 251 |
+
# Should stop after max loops
|
| 252 |
+
assert reflective_agent.metrics["reflections"] == 3
|
| 253 |
+
|
| 254 |
+
|
| 255 |
+
class TestMasterAgentOrchestration:
|
| 256 |
+
"""Test master agent orchestration."""
|
| 257 |
+
|
| 258 |
+
@pytest.fixture
|
| 259 |
+
def master_agent(self):
|
| 260 |
+
"""Create master agent."""
|
| 261 |
+
return MasterAgent()
|
| 262 |
+
|
| 263 |
+
@pytest.fixture
|
| 264 |
+
def mock_agents(self):
|
| 265 |
+
"""Create mock agents."""
|
| 266 |
+
investigator = AsyncMock()
|
| 267 |
+
investigator.agent_id = "zumbi"
|
| 268 |
+
investigator.execute.return_value = AgentResponse(
|
| 269 |
+
agent_id="zumbi",
|
| 270 |
+
status=AgentStatus.COMPLETED,
|
| 271 |
+
result={"anomalies": [{"type": "price", "score": 0.8}]}
|
| 272 |
+
)
|
| 273 |
+
|
| 274 |
+
analyst = AsyncMock()
|
| 275 |
+
analyst.agent_id = "anita"
|
| 276 |
+
analyst.execute.return_value = AgentResponse(
|
| 277 |
+
agent_id="anita",
|
| 278 |
+
status=AgentStatus.COMPLETED,
|
| 279 |
+
result={"patterns": [{"type": "temporal", "confidence": 0.7}]}
|
| 280 |
+
)
|
| 281 |
+
|
| 282 |
+
return {"zumbi": investigator, "anita": analyst}
|
| 283 |
+
|
| 284 |
+
@pytest.mark.asyncio
|
| 285 |
+
async def test_master_agent_coordination(self, master_agent, mock_agents):
|
| 286 |
+
"""Test master agent coordinating multiple agents."""
|
| 287 |
+
# Patch agent registry
|
| 288 |
+
with patch.object(master_agent, "_agent_registry", mock_agents):
|
| 289 |
+
message = AgentMessage(
|
| 290 |
+
sender="user",
|
| 291 |
+
recipient="abaporu",
|
| 292 |
+
action="investigate",
|
| 293 |
+
payload={
|
| 294 |
+
"query": "Analyze Ministry of Health contracts",
|
| 295 |
+
"parameters": {"year": 2024}
|
| 296 |
+
}
|
| 297 |
+
)
|
| 298 |
+
|
| 299 |
+
response = await master_agent.execute(message)
|
| 300 |
+
|
| 301 |
+
assert response.status == AgentStatus.COMPLETED
|
| 302 |
+
assert "anomalies" in response.result
|
| 303 |
+
assert "patterns" in response.result
|
| 304 |
+
|
| 305 |
+
# Verify agents were called
|
| 306 |
+
mock_agents["zumbi"].execute.assert_called_once()
|
| 307 |
+
mock_agents["anita"].execute.assert_called_once()
|
| 308 |
+
|
| 309 |
+
@pytest.mark.asyncio
|
| 310 |
+
async def test_master_agent_error_handling(self, master_agent, mock_agents):
|
| 311 |
+
"""Test master agent handles agent failures."""
|
| 312 |
+
# Make one agent fail
|
| 313 |
+
mock_agents["zumbi"].execute.side_effect = Exception("Agent error")
|
| 314 |
+
|
| 315 |
+
with patch.object(master_agent, "_agent_registry", mock_agents):
|
| 316 |
+
message = AgentMessage(
|
| 317 |
+
sender="user",
|
| 318 |
+
recipient="abaporu",
|
| 319 |
+
action="investigate",
|
| 320 |
+
payload={"query": "Test investigation"}
|
| 321 |
+
)
|
| 322 |
+
|
| 323 |
+
response = await master_agent.execute(message)
|
| 324 |
+
|
| 325 |
+
# Should still complete with partial results
|
| 326 |
+
assert response.status == AgentStatus.COMPLETED
|
| 327 |
+
assert "patterns" in response.result # From analyst
|
| 328 |
+
assert response.result.get("errors") is not None
|
| 329 |
+
|
| 330 |
+
|
| 331 |
+
class TestSemanticRouter:
|
| 332 |
+
"""Test semantic router agent."""
|
| 333 |
+
|
| 334 |
+
@pytest.fixture
|
| 335 |
+
def router(self):
|
| 336 |
+
"""Create semantic router."""
|
| 337 |
+
return SemanticRouterAgent()
|
| 338 |
+
|
| 339 |
+
@pytest.mark.asyncio
|
| 340 |
+
async def test_rule_based_routing(self, router):
|
| 341 |
+
"""Test rule-based routing."""
|
| 342 |
+
# Query about anomalies should route to Zumbi
|
| 343 |
+
message = AgentMessage(
|
| 344 |
+
sender="user",
|
| 345 |
+
recipient="ayrton_senna",
|
| 346 |
+
action="route",
|
| 347 |
+
payload={"query": "Find anomalies in contracts"}
|
| 348 |
+
)
|
| 349 |
+
|
| 350 |
+
response = await router.execute(message)
|
| 351 |
+
|
| 352 |
+
assert response.status == AgentStatus.COMPLETED
|
| 353 |
+
assert response.result["target_agent"] == "zumbi"
|
| 354 |
+
assert response.result["confidence"] > 0.8
|
| 355 |
+
|
| 356 |
+
@pytest.mark.asyncio
|
| 357 |
+
async def test_semantic_routing_fallback(self, router):
|
| 358 |
+
"""Test semantic routing for complex queries."""
|
| 359 |
+
# Complex query requiring semantic understanding
|
| 360 |
+
message = AgentMessage(
|
| 361 |
+
sender="user",
|
| 362 |
+
recipient="ayrton_senna",
|
| 363 |
+
action="route",
|
| 364 |
+
payload={
|
| 365 |
+
"query": "I need a comprehensive analysis of spending patterns"
|
| 366 |
+
}
|
| 367 |
+
)
|
| 368 |
+
|
| 369 |
+
with patch.object(router, "_semantic_route") as mock_semantic:
|
| 370 |
+
mock_semantic.return_value = ("anita", 0.85)
|
| 371 |
+
|
| 372 |
+
response = await router.execute(message)
|
| 373 |
+
|
| 374 |
+
assert response.result["target_agent"] == "anita"
|
| 375 |
+
assert response.result["routing_method"] == "semantic"
|
| 376 |
+
|
| 377 |
+
|
| 378 |
+
class TestAgentOrchestrator:
|
| 379 |
+
"""Test agent orchestrator."""
|
| 380 |
+
|
| 381 |
+
@pytest.fixture
|
| 382 |
+
def orchestrator(self):
|
| 383 |
+
"""Create orchestrator."""
|
| 384 |
+
return AgentOrchestrator()
|
| 385 |
+
|
| 386 |
+
@pytest.mark.asyncio
|
| 387 |
+
async def test_orchestrate_investigation(self, orchestrator):
|
| 388 |
+
"""Test orchestrating full investigation."""
|
| 389 |
+
# Create investigation context
|
| 390 |
+
context = AgentContext(
|
| 391 |
+
investigation_id="orch-test-123",
|
| 392 |
+
parameters={
|
| 393 |
+
"entity": "Ministry of Health",
|
| 394 |
+
"year": 2024
|
| 395 |
+
}
|
| 396 |
+
)
|
| 397 |
+
|
| 398 |
+
# Mock agent pool
|
| 399 |
+
mock_pool = MagicMock()
|
| 400 |
+
orchestrator.agent_pool = mock_pool
|
| 401 |
+
|
| 402 |
+
# Mock agent responses
|
| 403 |
+
async def mock_get_agent(agent_type):
|
| 404 |
+
if agent_type == "investigator":
|
| 405 |
+
agent = AsyncMock()
|
| 406 |
+
agent.execute.return_value = AgentResponse(
|
| 407 |
+
agent_id="zumbi",
|
| 408 |
+
status=AgentStatus.COMPLETED,
|
| 409 |
+
result={"anomalies": [{"type": "price"}]}
|
| 410 |
+
)
|
| 411 |
+
return agent
|
| 412 |
+
elif agent_type == "analyst":
|
| 413 |
+
agent = AsyncMock()
|
| 414 |
+
agent.execute.return_value = AgentResponse(
|
| 415 |
+
agent_id="anita",
|
| 416 |
+
status=AgentStatus.COMPLETED,
|
| 417 |
+
result={"patterns": [{"type": "seasonal"}]}
|
| 418 |
+
)
|
| 419 |
+
return agent
|
| 420 |
+
|
| 421 |
+
mock_pool.get_agent = mock_get_agent
|
| 422 |
+
|
| 423 |
+
# Execute orchestration
|
| 424 |
+
result = await orchestrator.orchestrate_investigation(context)
|
| 425 |
+
|
| 426 |
+
assert result["status"] == "completed"
|
| 427 |
+
assert "anomalies" in result
|
| 428 |
+
assert "patterns" in result
|
| 429 |
+
assert len(result["execution_timeline"]) > 0
|
| 430 |
+
|
| 431 |
+
@pytest.mark.asyncio
|
| 432 |
+
async def test_parallel_agent_execution(self, orchestrator):
|
| 433 |
+
"""Test parallel execution of independent agents."""
|
| 434 |
+
agents = []
|
| 435 |
+
execution_order = []
|
| 436 |
+
|
| 437 |
+
# Create mock agents that track execution order
|
| 438 |
+
for i in range(3):
|
| 439 |
+
agent = AsyncMock()
|
| 440 |
+
agent.agent_id = f"agent_{i}"
|
| 441 |
+
|
| 442 |
+
async def execute_with_delay(msg, agent_id=i):
|
| 443 |
+
execution_order.append(f"start_{agent_id}")
|
| 444 |
+
await asyncio.sleep(0.1) # Simulate work
|
| 445 |
+
execution_order.append(f"end_{agent_id}")
|
| 446 |
+
return AgentResponse(
|
| 447 |
+
agent_id=f"agent_{agent_id}",
|
| 448 |
+
status=AgentStatus.COMPLETED,
|
| 449 |
+
result={"data": f"result_{agent_id}"}
|
| 450 |
+
)
|
| 451 |
+
|
| 452 |
+
agent.execute = execute_with_delay
|
| 453 |
+
agents.append(agent)
|
| 454 |
+
|
| 455 |
+
# Execute in parallel
|
| 456 |
+
messages = [
|
| 457 |
+
AgentMessage(sender="orch", recipient=f"agent_{i}", action="test")
|
| 458 |
+
for i in range(3)
|
| 459 |
+
]
|
| 460 |
+
|
| 461 |
+
results = await orchestrator.execute_parallel(agents, messages)
|
| 462 |
+
|
| 463 |
+
# All should complete
|
| 464 |
+
assert len(results) == 3
|
| 465 |
+
assert all(r.status == AgentStatus.COMPLETED for r in results)
|
| 466 |
+
|
| 467 |
+
# Verify parallel execution (starts should be close together)
|
| 468 |
+
start_indices = [execution_order.index(f"start_{i}") for i in range(3)]
|
| 469 |
+
assert max(start_indices) - min(start_indices) < 3
|
| 470 |
+
|
| 471 |
+
|
| 472 |
+
class TestAgentPool:
|
| 473 |
+
"""Test agent pool management."""
|
| 474 |
+
|
| 475 |
+
@pytest.fixture
|
| 476 |
+
def agent_pool(self):
|
| 477 |
+
"""Create agent pool."""
|
| 478 |
+
return AgentPool(min_agents=2, max_agents=10)
|
| 479 |
+
|
| 480 |
+
@pytest.mark.asyncio
|
| 481 |
+
async def test_agent_pool_initialization(self, agent_pool):
|
| 482 |
+
"""Test agent pool initializes with minimum agents."""
|
| 483 |
+
await agent_pool.initialize()
|
| 484 |
+
|
| 485 |
+
# Should have minimum agents of each type
|
| 486 |
+
assert len(agent_pool._agents["investigator"]) >= 2
|
| 487 |
+
assert len(agent_pool._agents["analyst"]) >= 2
|
| 488 |
+
assert len(agent_pool._agents["reporter"]) >= 2
|
| 489 |
+
|
| 490 |
+
@pytest.mark.asyncio
|
| 491 |
+
async def test_agent_pool_scaling(self, agent_pool):
|
| 492 |
+
"""Test agent pool scales with demand."""
|
| 493 |
+
await agent_pool.initialize()
|
| 494 |
+
|
| 495 |
+
# Request many agents to trigger scaling
|
| 496 |
+
agents = []
|
| 497 |
+
for _ in range(5):
|
| 498 |
+
agent = await agent_pool.get_agent("investigator")
|
| 499 |
+
agents.append(agent)
|
| 500 |
+
|
| 501 |
+
# Pool should have scaled up
|
| 502 |
+
assert len(agent_pool._agents["investigator"]) > 2
|
| 503 |
+
|
| 504 |
+
# Return agents
|
| 505 |
+
for agent in agents:
|
| 506 |
+
await agent_pool.return_agent(agent)
|
| 507 |
+
|
| 508 |
+
@pytest.mark.asyncio
|
| 509 |
+
async def test_agent_health_monitoring(self, agent_pool):
|
| 510 |
+
"""Test agent health monitoring and recovery."""
|
| 511 |
+
await agent_pool.initialize()
|
| 512 |
+
|
| 513 |
+
# Get an agent and simulate failure
|
| 514 |
+
agent = await agent_pool.get_agent("investigator")
|
| 515 |
+
agent.status = AgentStatus.ERROR
|
| 516 |
+
agent.metrics["errors"] = 5
|
| 517 |
+
|
| 518 |
+
# Return unhealthy agent
|
| 519 |
+
await agent_pool.return_agent(agent)
|
| 520 |
+
|
| 521 |
+
# Pool should detect and replace unhealthy agent
|
| 522 |
+
await agent_pool.health_check()
|
| 523 |
+
|
| 524 |
+
# Verify unhealthy agent was replaced
|
| 525 |
+
all_healthy = all(
|
| 526 |
+
a.status != AgentStatus.ERROR
|
| 527 |
+
for a in agent_pool._agents["investigator"]
|
| 528 |
+
)
|
| 529 |
+
assert all_healthy
|
| 530 |
+
|
| 531 |
+
|
| 532 |
+
class TestMultiAgentScenarios:
|
| 533 |
+
"""Test complex multi-agent scenarios."""
|
| 534 |
+
|
| 535 |
+
@pytest.mark.asyncio
|
| 536 |
+
async def test_end_to_end_investigation(self):
|
| 537 |
+
"""Test complete investigation flow."""
|
| 538 |
+
# Create orchestrator with real agents
|
| 539 |
+
orchestrator = AgentOrchestrator()
|
| 540 |
+
await orchestrator.initialize()
|
| 541 |
+
|
| 542 |
+
# Create investigation context
|
| 543 |
+
context = AgentContext(
|
| 544 |
+
investigation_id="e2e-test",
|
| 545 |
+
parameters={
|
| 546 |
+
"query": "Analyze health ministry contracts for anomalies",
|
| 547 |
+
"entity": "26000", # Health ministry code
|
| 548 |
+
"year": 2024,
|
| 549 |
+
"threshold": 100000
|
| 550 |
+
}
|
| 551 |
+
)
|
| 552 |
+
|
| 553 |
+
# Mock external API calls
|
| 554 |
+
with patch("src.tools.transparency_api.TransparencyAPIClient.get_contracts") as mock_api:
|
| 555 |
+
mock_api.return_value = {
|
| 556 |
+
"data": [
|
| 557 |
+
{
|
| 558 |
+
"id": "contract-1",
|
| 559 |
+
"valor": 500000,
|
| 560 |
+
"fornecedor": "Company A",
|
| 561 |
+
"data_assinatura": "2024-01-15"
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"id": "contract-2",
|
| 565 |
+
"valor": 2000000, # Anomaly
|
| 566 |
+
"fornecedor": "Company B",
|
| 567 |
+
"data_assinatura": "2024-01-16"
|
| 568 |
+
}
|
| 569 |
+
]
|
| 570 |
+
}
|
| 571 |
+
|
| 572 |
+
# Run investigation
|
| 573 |
+
result = await orchestrator.run_investigation(context)
|
| 574 |
+
|
| 575 |
+
assert result["status"] == "completed"
|
| 576 |
+
assert len(result["anomalies"]) > 0
|
| 577 |
+
assert result["summary"] is not None
|
| 578 |
+
assert result["confidence_score"] > 0.5
|
| 579 |
+
|
| 580 |
+
@pytest.mark.asyncio
|
| 581 |
+
async def test_agent_failure_recovery(self):
|
| 582 |
+
"""Test system recovery from agent failures."""
|
| 583 |
+
orchestrator = AgentOrchestrator()
|
| 584 |
+
|
| 585 |
+
# Inject failing agent
|
| 586 |
+
class FailingAgent(BaseAgent):
|
| 587 |
+
async def process(self, message):
|
| 588 |
+
raise Exception("Simulated failure")
|
| 589 |
+
|
| 590 |
+
failing_agent = FailingAgent(
|
| 591 |
+
agent_id="failing_agent",
|
| 592 |
+
name="Failing Agent"
|
| 593 |
+
)
|
| 594 |
+
|
| 595 |
+
# Replace one agent with failing version
|
| 596 |
+
orchestrator._agent_registry["investigator"] = failing_agent
|
| 597 |
+
|
| 598 |
+
context = AgentContext(investigation_id="failure-test")
|
| 599 |
+
|
| 600 |
+
# Should handle failure gracefully
|
| 601 |
+
result = await orchestrator.orchestrate_investigation(context)
|
| 602 |
+
|
| 603 |
+
assert result["status"] in ["partial", "completed"]
|
| 604 |
+
assert "errors" in result
|
| 605 |
+
assert len(result["errors"]) > 0
|