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proxy_server_non_persistent.py
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188 lines (159 loc) · 7.67 KB
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import asyncio
import itertools
import time
import csv
import datetime
import os
import collections
import statistics
import sys
import math
from aiohttp import web, ClientSession, TCPConnector
BACKEND_SERVERS = [
"http://localhost:8081",
"http://localhost:8082",
"http://localhost:8083"
]
LATENCY_WINDOW_SIZE = 3
EWMA_ALPHA = 0.2
backend_server_cycler = itertools.cycle(BACKEND_SERVERS)
backend_performance_metrics = {
url: {'ewma': None, 'raw_latencies': collections.deque(maxlen=LATENCY_WINDOW_SIZE)}
for url in BACKEND_SERVERS
}
current_routing_mode = "round-robin"
LOG_FILE_PATH = 'proxy_log.csv'
LOG_HEADERS = ['timestamp', 'backend_url', 'latency_ms', 'status_code', 'routing_mode']
def initialize_log_file():
if not os.path.exists(LOG_FILE_PATH) or os.path.getsize(LOG_FILE_PATH) == 0:
with open(LOG_FILE_PATH, 'w', newline='') as f:
csv.DictWriter(f, fieldnames=LOG_HEADERS).writeheader()
initialize_log_file()
def calculate_sma_latency(url):
metrics = backend_performance_metrics[url]
if not metrics['raw_latencies']:
return float('inf')
valid_latencies = [x for x in metrics['raw_latencies'] if x > 0]
return statistics.mean(valid_latencies) if valid_latencies else float('inf')
def retrieve_ewma_latency(url):
metrics = backend_performance_metrics[url]
return metrics['ewma'] if metrics['ewma'] is not None else float('inf')
def record_backend_performance(url, latency_ms):
data = backend_performance_metrics[url]
if latency_ms > 0:
data['raw_latencies'].append(latency_ms)
previous_ewma = data['ewma']
data['ewma'] = float(latency_ms) if previous_ewma is None \
else (EWMA_ALPHA * latency_ms + (1 - EWMA_ALPHA) * previous_ewma)
print(f"[Perf Update] {url} → {latency_ms}ms | EWMA={data['ewma']:.1f}ms", flush=True)
else:
print(f"[Perf Update] {url} → invalid latency {latency_ms}ms (skipped)", flush=True)
def select_backend_round_robin():
return next(backend_server_cycler)
def select_backend_adaptive_sma():
for url, metrics in backend_performance_metrics.items():
if not metrics['raw_latencies']:
print(f"[SMA] Probing unmeasured: {url}", flush=True)
return url
sma_values = {u: calculate_sma_latency(u) for u in BACKEND_SERVERS}
chosen_backend = min(sma_values, key=sma_values.get)
print("[SMA] SMAs: " + ", ".join(f"{u.split(':')[-1]}={sma_values[u]:.1f}ms" for u in sma_values), flush=True)
print(f"[SMA] Chosen: {chosen_backend}", flush=True)
return chosen_backend
def select_backend_adaptive_ewma():
ewma_values = {u: retrieve_ewma_latency(u) for u in BACKEND_SERVERS}
unmeasured_servers = [u for u, v in ewma_values.items() if math.isinf(v)]
if unmeasured_servers:
for server_url in BACKEND_SERVERS: # Iterate in a fixed order for deterministic probing
if server_url in unmeasured_servers:
print(f"[EWMA] Probing unmeasured: {server_url}", flush=True)
return server_url
return next(backend_server_cycler) # Fallback, though should be caught by unmeasured_servers check
print("[EWMA] EWMAs: " + ", ".join(f"{u.split(':')[-1]}={ewma_values[u]:.1f}ms" for u in ewma_values), flush=True)
chosen_backend = min(ewma_values, key=ewma_values.get)
print(f"[EWMA] Chosen: {chosen_backend}", flush=True)
return chosen_backend
def select_next_backend():
if current_routing_mode == "round-robin":
return select_backend_round_robin()
if current_routing_mode == "adaptive_sma":
return select_backend_adaptive_sma()
if current_routing_mode == "adaptive_ewma":
return select_backend_adaptive_ewma()
return select_backend_round_robin()
def log_request_details(backend_url, latency_ms, status_code):
log_entry = {
'timestamp': datetime.datetime.now().isoformat(),
'backend_url': backend_url,
'latency_ms': latency_ms,
'status_code': status_code,
'routing_mode': current_routing_mode
}
try:
with open(LOG_FILE_PATH, 'a', newline='') as f:
csv.DictWriter(f, fieldnames=LOG_HEADERS).writerow(log_entry)
except Exception as e:
print(f"Log write failed: {e}", flush=True)
async def process_proxy_request(request):
request_time = datetime.datetime.now().isoformat(timespec='milliseconds')
peer_address = request.transport.get_extra_info('peername') if request.transport else None
print(f"\n[{request_time}] {peer_address} → {request.method} {request.path_qs}", flush=True)
chosen_backend_url = select_next_backend()
target_url_path = f"{chosen_backend_url}{request.path_qs}"
request_body = await request.read()
outgoing_headers = dict(request.headers)
outgoing_headers['Connection'] = 'close' # Ensure backend connection is not kept alive
measured_latency_ms = -1
response_status_code = None
proxy_response = None
# Create a new session for each request, ensuring it's closed
async with ClientSession(connector=TCPConnector(force_close=True)) as client_session:
request_start_time = time.monotonic()
try:
async with client_session.request(
request.method,
target_url_path,
headers=outgoing_headers,
data=request_body if request_body else None,
allow_redirects=False,
timeout=10
) as backend_response:
response_content = await backend_response.read()
measured_latency_ms = round((time.monotonic() - request_start_time) * 1000)
response_status_code = backend_response.status
proxy_response = web.Response(
status=backend_response.status,
reason=backend_response.reason,
headers=backend_response.headers, # Pass through backend headers
body=response_content
)
except asyncio.TimeoutError:
measured_latency_ms = round((time.monotonic() - request_start_time) * 1000)
response_status_code = 504
proxy_response = web.HTTPGatewayTimeout(text="Backend timeout")
except Exception as e: # Catch broader exceptions for robustness
measured_latency_ms = round((time.monotonic() - request_start_time) * 1000)
response_status_code = 502
proxy_response = web.HTTPBadGateway(text=f"Backend error: {e}")
# Ensure client connection is also closed after this response
if proxy_response:
proxy_response.force_close = True
proxy_response.headers['Connection'] = 'close'
record_backend_performance(chosen_backend_url, measured_latency_ms)
log_request_details(chosen_backend_url, measured_latency_ms, response_status_code)
return proxy_response
async def launch_proxy_server(host_address, server_port, mode_of_operation):
global current_routing_mode
current_routing_mode = mode_of_operation
# keepalive_timeout=0 helps ensure connections are not held open by the server
app_runner = web.AppRunner(web.Application(), keepalive_timeout=0)
application = app_runner.app
application.router.add_route('*', '/{path:.*}', process_proxy_request)
await app_runner.setup()
site_runner = web.TCPSite(app_runner, host=host_address, port=server_port, backlog=1000)
await site_runner.start()
print(f"Non-persistent proxy listening on http://{host_address}:{server_port} (mode={current_routing_mode})", flush=True)
await asyncio.Event().wait()
if __name__ == '__main__':
selected_mode = sys.argv[1] if len(sys.argv) > 1 else "round-robin"
asyncio.run(launch_proxy_server('0.0.0.0', 9090, selected_mode))