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253 lines
14 KiB
Python
253 lines
14 KiB
Python
"""离线Agent/运行时和任务API负载测试；所有状态都位于临时目录中。"""
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from __future__ import annotations
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import argparse
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import asyncio
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import json
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import inspect
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import math
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import os
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import pathlib
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import platform
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import sys
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import tempfile
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import time
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sys.path.insert(0, str(pathlib.Path(__file__).resolve().parents[1]))
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def stats(values):
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values = sorted(values)
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return {"count": len(values), "median_ms": round(values[len(values)//2], 2),
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"p95_ms": round(values[min(len(values)-1, math.ceil(len(values)*.95)-1)], 2),
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"max_ms": round(values[-1], 2)} if values else {"count": 0}
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async def main(output):
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# 在导入任何应用程序模块之前设置：容器具有导入时初始化。
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with tempfile.TemporaryDirectory(prefix="notes-agent-task-stress-") as directory:
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root = pathlib.Path(directory)
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os.environ.update(APP_DATA_DIR=str(root / 'data'), APP_DB_PATH=str(root / 'app.db'),
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APP_VAULT_PATH=str(root / 'vault'))
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from app.container import container
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from app.contracts import AgentRunCreateRequest, AgentRunStatus
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from app.agent.runtime import AgentRuntime, AgentCapacityError
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from app.agent.permissions import PermissionMode
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from app.main import app
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import httpx
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report = {"python": platform.python_version(), "platform": platform.platform(),
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"provider": "mock with 50 ms injected delay per model turn; no network", "results": []}
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def save(name, value):
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report['results'].append({"scenario": name, **value})
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output.write_text(json.dumps(report, ensure_ascii=False, indent=2), encoding='utf-8')
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print(json.dumps(report['results'][-1], ensure_ascii=False), flush=True)
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async def measured(operation):
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delays = []
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async def heartbeat():
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while True:
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start = time.perf_counter()
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await asyncio.sleep(.01)
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delays.append(max(0, (time.perf_counter()-start)*1000-10))
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pulse = asyncio.create_task(heartbeat())
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await asyncio.sleep(0)
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start = time.perf_counter()
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try:
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result = await operation()
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await asyncio.sleep(.02)
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return {**result, "elapsed_ms": round((time.perf_counter()-start)*1000, 2),
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"event_loop_lag": stats(delays)}
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finally:
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pulse.cancel()
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await asyncio.gather(pulse, return_exceptions=True)
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adapter = container.providers.get('mock').adapter
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original = adapter.complete
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async def delayed(request):
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await asyncio.sleep(.05)
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return await original(request)
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adapter.complete = delayed
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runtime = container.agent
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for concurrency in (1, 10, 50, 200):
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async def batch():
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durations, sequences, statuses = [], [], []
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semaphore = asyncio.Semaphore(concurrency)
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async def one(index):
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async with semaphore:
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start = time.perf_counter()
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created = await runtime.create_run(AgentRunCreateRequest(
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input=f'/tool system.echo {{"text":"pressure-{index}"}}',
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provider_id='mock', model='mock-1', allowed_tools=['system.echo']))
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events = [event async for event in runtime.events(created.run_id)]
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done = await runtime.wait(created.run_id)
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durations.append((time.perf_counter()-start)*1000)
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statuses.append(done.status.value)
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sequence = [event.sequence for event in events]
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sequences.append(sequence == list(range(len(sequence))))
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assert done.status == AgentRunStatus.completed
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assert done.tool_results[0].output == {"text": f"pressure-{index}"}
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replay = [event.sequence async for event in runtime.events(created.run_id, after_sequence=2)]
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assert replay == sequence[3:]
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return created.run_id
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ids = await asyncio.gather(*(one(i) for i in range(max(20, concurrency))))
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assert all(sequences)
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recovered = AgentRuntime(container.providers, container.tools, container.permissions,
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trace_repository=runtime.trace_repository)
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recovery_started = time.perf_counter()
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assert await asyncio.to_thread(lambda: all(recovered.get_run(run_id).status == AgentRunStatus.completed for run_id in ids))
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recovery_read_ms = (time.perf_counter() - recovery_started) * 1000
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assert not any(record.subscribers for record in runtime._records.values())
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return {"concurrency": concurrency, "runs": len(ids), "latency": stats(durations),
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"completed": statuses.count('completed'), "ordered_events_and_replay": True,
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"terminal_recovery": True, "recovery_read_ms": round(recovery_read_ms,2), "retained_records": len(runtime._records)}
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save('agent_tool_runs', await measured(batch))
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# 保留模型调用，以便在测试准入时所有 200 条记录保持活动状态。
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gate = asyncio.Event()
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async def blocked(request):
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await gate.wait()
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return await original(request)
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adapter.complete = blocked
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async def capacity():
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ids = [(await runtime.create_run(AgentRunCreateRequest(input='capacity', provider_id='mock', model='mock-1'))).run_id for _ in range(200)]
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rejected = False
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try:
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await runtime.create_run(AgentRunCreateRequest(input='overflow', provider_id='mock', model='mock-1'))
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except AgentCapacityError:
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rejected = True
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await asyncio.sleep(0)
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latencies = []
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for run_id in ids:
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start = time.perf_counter()
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await runtime.cancel(run_id)
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latencies.append((time.perf_counter()-start)*1000)
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states = await asyncio.gather(*(runtime.wait(run_id) for run_id in ids))
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assert rejected and all(run.status == AgentRunStatus.cancelled for run in states)
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assert all(not record.task or record.task.done() for record in runtime._records.values())
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return {"active_limit": 200, "overflow_rejected": rejected, "cancelled": len(states), "cancel_latency": stats(latencies)}
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save('capacity_and_cancel', await measured(capacity))
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adapter.complete = delayed
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async def permissions():
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tool = container.tools.get('system.echo')
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previous = tool.definition.permission
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tool.definition.permission = 'stress.confirm'
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container.permissions.policy.set_rule('stress.confirm', PermissionMode.confirm)
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async def one(index):
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created = await runtime.create_run(AgentRunCreateRequest(input='/tool system.echo {"text":"permission"}',
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provider_id='mock', model='mock-1', allowed_tools=['system.echo'], tool_timeout_seconds=30))
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stream = runtime.events(created.run_id)
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try:
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async for event in stream:
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if event.event.value == 'PermissionRequired':
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if index % 2: await runtime.cancel(created.run_id)
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else: assert await runtime.resolve_permission(created.run_id, str(event.data['request_id']), 'allow')
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break
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finally:
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await stream.aclose()
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return (await runtime.wait(created.run_id)).status.value
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try:
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states = await asyncio.wait_for(asyncio.gather(*(one(i) for i in range(20))), 60)
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assert states.count('completed') == states.count('cancelled') == 10
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assert not any(record.subscribers for record in runtime._records.values())
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return {"runs": 20, "approved_completed": 10, "cancelled_waiting_permission": 10, "subscribers_released": True}
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finally:
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tool.definition.permission = previous
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save('permission_wait', await measured(permissions))
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async def failures():
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active = 0
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async def injected(request):
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text = request.messages[-1].content
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if text == 'inject-provider-error': raise RuntimeError('injected offline provider failure')
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if text == 'inject-model-timeout': await asyncio.sleep(60)
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return await delayed(request)
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tool = container.tools.get('system.echo')
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executor = tool.executor
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async def slow_tool(arguments, context):
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nonlocal active
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active += 1
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try:
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if arguments.text == 'slow': await asyncio.sleep(60)
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value = executor(arguments, context)
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return await value if inspect.isawaitable(value) else value
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finally: active -= 1
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adapter.complete = injected
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tool.executor = slow_tool
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async def one(index):
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mode = index % 4
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text = ['normal', 'inject-provider-error', 'inject-model-timeout', '/tool system.echo {"text":"slow"}'][mode]
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created = await runtime.create_run(AgentRunCreateRequest(input=text, provider_id='mock', model='mock-1',
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allowed_tools=['system.echo'], run_timeout_seconds=1 if mode == 2 else 30, tool_timeout_seconds=1))
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result = await runtime.wait(created.run_id)
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if mode == 0: assert result.status == AgentRunStatus.completed
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elif mode == 1: assert result.status == AgentRunStatus.failed and result.error_code == 'AGENT_FAILED'
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elif mode == 2: assert result.status == AgentRunStatus.failed and result.error_code == 'AGENT_TIMEOUT'
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else: assert result.tool_results[0].error_code == 'TOOL_TIMEOUT'
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try:
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await asyncio.wait_for(asyncio.gather(*(one(i) for i in range(20))), 45)
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assert active == 0
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return {"runs": 20, "success": 5, "provider_errors": 5, "model_timeouts": 5,
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"tool_timeouts": 5, "remaining_tool_executors": active}
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finally:
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adapter.complete = delayed
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tool.executor = executor
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save('failure_and_timeout_isolation', await measured(failures))
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async with httpx.AsyncClient(transport=httpx.ASGITransport(app=app), base_url='http://stress.local') as client:
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for count in (100, 1000):
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async def tasks():
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timings = {name: [] for name in ('create', 'update', 'list', 'delete')}
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async def call(method, path, **kwargs):
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start = time.perf_counter()
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response = await client.request(method, path, **kwargs)
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response.raise_for_status()
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return response.json(), (time.perf_counter()-start)*1000
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semaphore = asyncio.Semaphore(20)
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async def create(index):
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async with semaphore:
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body, duration = await call('POST', '/api/tasks', json={'title': f'压测任务 {index}', 'description': '独立测试数据'})
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timings['create'].append(duration)
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return body['task_id']
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ids = await asyncio.gather(*(create(i) for i in range(count)))
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first, _ = await call('GET', '/api/tasks')
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seen = []
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for offset in range(0, count, 100):
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body, duration = await call('GET', f'/api/tasks?limit=100&offset={offset}')
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timings['list'].append(duration)
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seen.extend(item['task_id'] for item in body['items'])
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assert len(set(seen)) == count and set(seen) == set(ids)
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async def change(run_id):
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async with semaphore:
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body, duration = await call('PATCH', f'/api/tasks/{run_id}', json={'status': 'done'})
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assert body['status'] == 'done'
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timings['update'].append(duration)
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_, duration = await call('DELETE', f'/api/tasks/{run_id}')
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timings['delete'].append(duration)
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await asyncio.gather(*(change(run_id) for run_id in ids))
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final, _ = await call('GET', '/api/tasks')
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assert final['page']['total'] == 0
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return {"tasks": count, "client_concurrency": 20, "latencies": {key: stats(value) for key, value in timings.items()},
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"default_page_count": len(first['items']), "default_total": first['page']['total'],
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"pagination_complete": True, "final_total": 0}
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save('task_api_crud', await measured(tasks))
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report['database_bytes'] = (root / 'app.db').stat().st_size
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report['complete'] = True
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output.write_text(json.dumps(report, ensure_ascii=False, indent=2), encoding='utf-8')
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container.plugins.shutdown()
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container.mcp_servers.shutdown()
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from app.operation_logs import shutdown_logging
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await asyncio.to_thread(shutdown_logging)
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if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument('--output', type=pathlib.Path, required=True)
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args = parser.parse_args()
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args.output.parent.mkdir(parents=True, exist_ok=True)
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asyncio.run(main(args.output))
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