Files
Zhuolun Li e54dbfd19b Shadow Support (#10)
Add support for Shadow by enabling DNS resolution and fixing bugs of the batch mode
2026-06-17 11:26:34 +01:00

323 lines
10 KiB
Python

"""
Async HTTP client for load testing.
Provides high-throughput message injection with rate limiting,
burst mode, and parallel worker support.
"""
import asyncio
import time
import traceback
from dataclasses import dataclass, field
from typing import Any, Dict, List, Optional
import aiohttp
from configs import ConfigAction, ConfigEndpoint, ConfigRequest, LoadTestConfig
from schemas import TargetPodInfo
from utils import setup_logger
logger = setup_logger(__file__)
@dataclass
class RequestStats:
"""Thread-safe statistics tracking for load test requests."""
success: int = 0
failure: int = 0
total: int = 0
total_latency_ms: float = 0.0
min_latency_ms: float = float("inf")
max_latency_ms: float = 0.0
_lock: asyncio.Lock = field(default_factory=asyncio.Lock)
async def record(self, ok: bool, latency_ms: float) -> None:
async with self._lock:
self.total += 1
self.total_latency_ms += latency_ms
if latency_ms < self.min_latency_ms:
self.min_latency_ms = latency_ms
if latency_ms > self.max_latency_ms:
self.max_latency_ms = latency_ms
if ok:
self.success += 1
else:
self.failure += 1
async def snapshot(self) -> Dict[str, Any]:
async with self._lock:
success_rate = (self.success / self.total * 100.0) if self.total else 0.0
avg_latency = (self.total_latency_ms / self.total) if self.total else 0.0
return {
"success": self.success,
"failure": self.failure,
"total": self.total,
"success_rate": success_rate,
"avg_latency_ms": avg_latency,
"min_latency_ms": self.min_latency_ms if self.total else 0.0,
"max_latency_ms": self.max_latency_ms,
}
@dataclass
class WorkerContext:
"""Context for a per-pod worker."""
worker_id: int
pod_info: TargetPodInfo
action: ConfigAction
session: aiohttp.ClientSession
stats: RequestStats
def build_request_url(endpoint: ConfigEndpoint, pod_info: TargetPodInfo) -> str:
"""Build the full URL for a request to a specific pod."""
return endpoint.url.format(
node=pod_info.node_address,
port=pod_info.config_target.port,
)
async def send_async_request(
ctx: WorkerContext,
request: ConfigRequest,
message_index: int,
) -> Dict[str, Any]:
"""Send a single async HTTP request and record stats."""
endpoint = request.endpoint
url = build_request_url(endpoint, ctx.pod_info)
pod_name = ctx.pod_info.pod_name
load_test = ctx.action.load_test
result_data: Dict[str, Any] = {
"request": {
"url": url,
"pod": pod_name,
"worker_id": ctx.worker_id,
"message_index": message_index,
}
}
start_time = time.time()
try:
response_data = await _do_http_request(
ctx.session, endpoint, url, load_test.request_timeout
)
elapsed_ms = (time.time() - start_time) * 1000.0
ok = response_data["status_code"] == 200
await ctx.stats.record(ok, elapsed_ms)
snap = await ctx.stats.snapshot()
result_data["response"] = response_data
result_data["elapsed_ms"] = elapsed_ms
result_data["stats"] = snap
logger.info(
"worker=%d message=%d pod=%s status=%d elapsed_ms=%.2f "
"success=%d failure=%d total=%d success_rate=%.2f%%",
ctx.worker_id,
message_index,
pod_name,
response_data["status_code"],
elapsed_ms,
snap["success"],
snap["failure"],
snap["total"],
snap["success_rate"],
)
except Exception as e:
elapsed_ms = (time.time() - start_time) * 1000.0
await ctx.stats.record(False, elapsed_ms)
snap = await ctx.stats.snapshot()
error_msg = traceback.format_exc()
result_data["exception"] = str(e)
result_data["traceback"] = error_msg
result_data["elapsed_ms"] = elapsed_ms
result_data["stats"] = snap
logger.warning(
"worker=%d message=%d pod=%s exception=%s elapsed_ms=%.2f "
"success=%d failure=%d total=%d success_rate=%.2f%%",
ctx.worker_id,
message_index,
pod_name,
repr(e),
elapsed_ms,
snap["success"],
snap["failure"],
snap["total"],
snap["success_rate"],
)
return result_data
async def _do_http_request(
session: aiohttp.ClientSession,
endpoint: ConfigEndpoint,
url: str,
timeout: float,
) -> Dict[str, Any]:
"""Perform the actual HTTP request."""
timeout_obj = aiohttp.ClientTimeout(total=timeout)
if endpoint.type == "POST":
async with session.post(
url,
json=endpoint.params,
headers=endpoint.headers,
timeout=timeout_obj,
) as response:
text = await response.text()
return {"status_code": response.status, "text": text[:500]}
elif endpoint.type == "GET":
async with session.get(
url,
params=endpoint.params,
headers=endpoint.headers,
timeout=timeout_obj,
) as response:
text = await response.text()
return {"status_code": response.status, "text": text[:500]}
else:
raise ValueError(f"Unsupported request type: {endpoint.type}")
async def run_pod_worker(ctx: WorkerContext) -> Dict[str, Any]:
"""Worker that sends messages to a single pod at specified rate."""
load_test = ctx.action.load_test
requests_list = ctx.action.requests
pod_name = ctx.pod_info.pod_name
delay_seconds = load_test.get_delay_seconds()
burst_size = load_test.burst_size or 1
burst_delay = load_test.burst_delay or delay_seconds
start_time = time.time()
message_index = 0
logger.info(
"worker=%d pod=%s starting messages=%s duration=%s rate=%s",
ctx.worker_id, pod_name, load_test.messages_per_pod,
load_test.duration_seconds, load_test.rate_per_pod,
)
tasks = []
while True:
if load_test.messages_per_pod is not None and message_index >= load_test.messages_per_pod:
break
if load_test.duration_seconds is not None and (time.time() - start_time) >= load_test.duration_seconds:
break
# Send burst
for _ in range(burst_size):
if load_test.messages_per_pod is not None and message_index >= load_test.messages_per_pod:
break
request = requests_list[message_index % len(requests_list)]
tasks.append(asyncio.create_task(send_async_request(ctx, request, message_index)))
message_index += 1
await asyncio.sleep(burst_delay if burst_size > 1 else delay_seconds)
# Wait for all in-flight requests to complete
for task in tasks:
try:
await task
except Exception as e:
logger.error(f"Request failed: {e}")
elapsed_total = time.time() - start_time
logger.info(
"worker=%d pod=%s finished messages=%d elapsed=%.2f",
ctx.worker_id, pod_name, message_index, elapsed_total,
)
return {
"worker_id": ctx.worker_id,
"pod": pod_name,
"messages_sent": message_index,
"elapsed_seconds": elapsed_total,
}
async def run_load_test(
action: ConfigAction,
pods: List[TargetPodInfo],
) -> Dict[str, Any]:
"""Execute a load test action against multiple pods."""
load_test = action.load_test
load_test.validate_config()
if not pods:
raise ValueError("No target pods for load test")
stats = RequestStats()
worker_results = []
worker_errors = []
start_time = time.time()
connector = aiohttp.TCPConnector(ttl_dns_cache=300, limit=0)
timeout = aiohttp.ClientTimeout(total=load_test.request_timeout)
async with aiohttp.ClientSession(timeout=timeout, connector=connector) as session:
if load_test.parallel_workers:
workers = []
for i, pod_info in enumerate(pods):
ctx = WorkerContext(
worker_id=i,
pod_info=pod_info,
action=action,
session=session,
stats=stats,
)
workers.append((i, asyncio.create_task(run_pod_worker(ctx))))
for worker_id, task in workers:
try:
result = await task
worker_results.append(result)
except Exception as e:
worker_errors.append({"worker_id": worker_id, "error": str(e)})
logger.error(f"Worker {worker_id} failed: {e}")
else:
for i, pod_info in enumerate(pods):
ctx = WorkerContext(
worker_id=i,
pod_info=pod_info,
action=action,
session=session,
stats=stats,
)
try:
result = await run_pod_worker(ctx)
worker_results.append(result)
except Exception as e:
worker_errors.append({"worker_id": i, "error": str(e)})
logger.error(f"Worker {i} failed: {e}")
elapsed_total = time.time() - start_time
final_stats = await stats.snapshot()
summary = {
"action": action.name,
"pods_count": len(pods),
"elapsed_seconds": elapsed_total,
"stats": final_stats,
"throughput_msg_per_sec": final_stats["total"] / elapsed_total if elapsed_total > 0 else 0,
"worker_errors": worker_errors,
}
logger.info(
"load_test_complete action=%s pods=%d total=%d success_rate=%.2f%% throughput=%.2f msg/s",
action.name, len(pods), final_stats["total"],
final_stats["success_rate"], summary["throughput_msg_per_sec"],
)
return summary