import asyncio import unittest from unittest.mock import patch from backend.ai_agent import run_diagnostic_agent async def collect_events(stream): return [event async for event in stream] class DiagnosticAgentTest(unittest.TestCase): def test_executes_read_only_tool_and_returns_final_answer(self): responses = iter([ '{"action":"command","command":"kubectl get pods -A","reason":"查看异常 Pod"}', '{"action":"final","analysis":"发现一个异常 Pod"}', ]) async def fake_completion(messages): return next(responses) async def fake_execute(command): return {"command": command, "mode": "read", "returncode": 0, "stdout": "pod-a Running", "stderr": ""} async def run(): with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl", fake_execute): return await collect_events(run_diagnostic_agent("report", max_steps=3)) events = asyncio.run(run()) self.assertEqual( [event["type"] for event in events], ["command", "result", "thinking", "command", "result", "thinking", "final"], ) self.assertEqual(events[3]["mode"], "read") self.assertEqual(events[-1]["content"], "发现一个异常 Pod") def test_pauses_mutating_command_for_human_approval(self): async def fake_completion(messages): return '{"action":"command","command":"kubectl rollout restart deployment/api -n prod","reason":"重启故障工作负载"}' async def run(): with patch("backend.ai_agent._complete_chat", fake_completion): return await collect_events(run_diagnostic_agent("report", max_steps=3)) events = asyncio.run(run()) self.assertEqual(events[-1]["type"], "approval_required") self.assertEqual(events[-1]["command"], "kubectl rollout restart deployment/api -n prod") self.assertTrue(events[-1]["approval_id"]) def test_manual_mode_never_executes_command_and_waits_for_result(self): async def fake_completion(messages): return '{"action":"command","command":"kubectl get pods -A","reason":"查看 Pod"}' async def run(): with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl") as execute: events = await collect_events(run_diagnostic_agent("report", max_steps=3, execution_mode="manual")) return events, execute events, execute = asyncio.run(run()) execute.assert_not_called() self.assertEqual(events[-1]["type"], "manual_command") self.assertEqual(events[-1]["command"], "kubectl get pods -A") self.assertTrue(events[-1]["command_id"]) def test_ai_mode_keeps_write_command_behind_approval(self): async def fake_completion(messages): return '{"action":"command","command":"kubectl delete pod api-0 -n prod","reason":"删除故障 Pod"}' executed = [] async def run(): async def fake_execute(command): executed.append(command) return {"command": command, "mode": "read", "returncode": 0, "stdout": "nodes ready", "stderr": ""} with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl", fake_execute): return await collect_events(run_diagnostic_agent("report", max_steps=3, execution_mode="ai")) events = asyncio.run(run()) self.assertEqual(executed, ["kubectl get nodes -o wide"]) self.assertEqual(events[-1]["type"], "approval_required") def test_rejects_unknown_execution_mode(self): async def run(): return await collect_events(run_diagnostic_agent("report", execution_mode="invalid")) events = asyncio.run(run()) self.assertEqual(events[-1]["type"], "error") self.assertIn("执行模式", events[-1]["message"]) def test_ai_mode_forces_initial_read_only_probe_before_model_planning(self): responses = iter([ '{"action":"final","analysis":"根据采集结果完成分析"}', ]) async def fake_completion(messages): return next(responses) executed = [] async def fake_execute(command): executed.append(command) return {"command": command, "mode": "read", "returncode": 0, "stdout": "node-a Ready", "stderr": ""} async def run(): with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl", fake_execute): return await collect_events(run_diagnostic_agent("report", max_steps=3, execution_mode="ai")) events = asyncio.run(run()) self.assertEqual(executed, ["kubectl get nodes -o wide"]) self.assertEqual([event["type"] for event in events[:2]], ["command", "result"]) self.assertEqual(events[-1]["type"], "final") def test_parse_agent_action_accepts_markdown_json_fence(self): from backend.ai_agent import _parse_agent_action action = _parse_agent_action( '我将先检查 Pod。\n```json\n{"action":"command","command":"kubectl get pods -A","reason":"查看 Pod"}\n```' ) self.assertEqual(action["action"], "command") self.assertEqual(action["command"], "kubectl get pods -A") def test_ai_mode_continues_beyond_six_commands_until_model_finishes(self): command_count = 8 responses = iter([ *[ ( '{"action":"command","command":"kubectl get pods -A ' f'--field-selector metadata.name=pod-{index}","reason":"继续收集证据"}}' ) for index in range(command_count) ], '{"action":"final","analysis":"已完成根因分析"}', ]) executed = [] async def fake_completion(messages): return next(responses) async def fake_execute(command): executed.append(command) return {"command": command, "mode": "read", "returncode": 0, "stdout": "evidence", "stderr": ""} async def run(): with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl", fake_execute): return await collect_events(run_diagnostic_agent("report", execution_mode="ai", max_steps=20)) events = asyncio.run(run()) self.assertEqual(len(executed), command_count + 1) self.assertEqual(events[-1]["type"], "final") self.assertEqual(events[-1]["content"], "已完成根因分析") self.assertNotIn("最大轮次", events[-1]["content"]) def test_safety_limit_reports_agent_error_instead_of_sending_user_to_manual_diagnosis(self): async def fake_completion(messages): return '{"action":"command","command":"kubectl get pods -A","reason":"继续调查"}' async def fake_execute(command): return {"command": command, "mode": "read", "returncode": 0, "stdout": "same result", "stderr": ""} async def run(): with patch("backend.ai_agent._complete_chat", fake_completion), patch("backend.ai_agent.execute_kubectl", fake_execute): return await collect_events(run_diagnostic_agent("report", execution_mode="ai", max_steps=2)) events = asyncio.run(run()) self.assertEqual(events[-1]["type"], "error") self.assertIn("安全上限", events[-1]["message"]) self.assertNotIn("人工排查", events[-1]["message"]) def test_stops_when_model_returns_invalid_action(self): async def fake_completion(messages): return "not-json" async def run(): with patch("backend.ai_agent._complete_chat", fake_completion): return await collect_events(run_diagnostic_agent("report", max_steps=3)) events = asyncio.run(run()) self.assertEqual(events[-1]["type"], "error") self.assertIn("JSON", events[-1]["message"]) if __name__ == "__main__": unittest.main()