chore: vendor sglang v0.5.10 snapshot

This commit is contained in:
2026-04-24 12:29:36 +00:00
parent 78f0d15221
commit bded08301f
4308 changed files with 1200894 additions and 2 deletions

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from sglang_router.version import __version__
__all__ = ["__version__"]

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"""
Allow running the CLI via: python -m sglang_router
"""
from sglang_router.cli import main
if __name__ == "__main__":
main()

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#!/usr/bin/env python3
"""
SGLang Model Gateway CLI
Provides convenient command-line interface for launching the router and server.
Usage:
smg launch [args] # Launch router only
smg server [args] # Launch router + server
smg --help # Show help
"""
import argparse
import os
import sys
from typing import List, Optional
from sglang_router.sglang_router_rs import (
get_verbose_version_string,
get_version_string,
)
def create_parser() -> argparse.ArgumentParser:
"""Create the main CLI parser with subcommands."""
prog_name = os.path.basename(sys.argv[0]) if sys.argv else "smg"
parser = argparse.ArgumentParser(
prog=prog_name,
description="SGLang Model Gateway - High-performance inference router",
formatter_class=argparse.RawDescriptionHelpFormatter,
)
subparsers = parser.add_subparsers(dest="command", help="Available commands")
# Launch router subcommand
launch_parser = subparsers.add_parser(
"launch",
help="Launch router only (requires existing worker URLs)",
description="Launch the SGLang router with existing worker instances",
add_help=False, # Let router handle --help
)
# Launch server + router subcommand
server_parser = subparsers.add_parser(
"server",
help="Launch router and server processes together",
description="Launch both SGLang router and server processes",
add_help=False, # Let server handle --help
)
return parser
def main(argv: Optional[List[str]] = None) -> None:
"""Main CLI entry point."""
if argv is None:
argv = sys.argv[1:]
# Handle version flags before parsing
if argv and argv[0] in ["--version", "-V", "--version-verbose"]:
if argv[0] == "--version-verbose":
print(get_verbose_version_string())
else:
print(get_version_string())
sys.exit(0)
# Handle empty command - show help
if not argv or argv[0] not in ["launch", "server", "-h", "--help"]:
parser = create_parser()
parser.print_help()
sys.exit(1)
parser = create_parser()
args, unknown = parser.parse_known_args(argv)
if args.command == "launch":
# Import and call launch_router functions directly
from sglang_router.launch_router import launch_router, parse_router_args
# All router args are in unknown
router_args = parse_router_args(unknown)
launch_router(router_args)
elif args.command == "server":
# Import and call launch_server main with proper argv
# Note: launch_server.main() uses argparse internally which reads sys.argv
# We need to temporarily set sys.argv for compatibility
import sglang_router.launch_server as launch_server_module
# Preserve original sys.argv
original_argv = sys.argv
try:
# All server args are in unknown
prog_name = os.path.basename(sys.argv[0]) if sys.argv else "smg"
sys.argv = [f"{prog_name} server"] + unknown
launch_server_module.main()
finally:
# Restore original sys.argv
sys.argv = original_argv
else:
parser.print_help()
sys.exit(1)
if __name__ == "__main__":
main()

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import argparse
import logging
import sys
from typing import List, Optional
import setproctitle
from sglang_router.mini_lb import MiniLoadBalancer
from sglang_router.router_args import RouterArgs
logger = logging.getLogger("router")
try:
from sglang_router.router import Router
except ImportError:
Router = None
logger.warning(
"Rust Router is not installed, only python MiniLB (debugging only) is available"
)
def launch_router(args: argparse.Namespace) -> Optional[Router]:
"""
Launch the SGLang router with the configuration from parsed arguments.
Args:
args: Namespace object containing router configuration
Can be either raw argparse.Namespace or converted RouterArgs
Returns:
Router instance if successful, None if failed
"""
setproctitle.setproctitle("sglang::router")
try:
# Convert to RouterArgs if needed
if not isinstance(args, RouterArgs):
router_args = RouterArgs.from_cli_args(args)
else:
router_args = args
if router_args.mini_lb:
mini_lb = MiniLoadBalancer(router_args)
mini_lb.start()
else:
if Router is None:
raise RuntimeError("Rust Router is not installed")
router_args._validate_router_args()
router = Router.from_args(router_args)
router.start()
except Exception as e:
logger.error(f"Error starting router: {e}")
raise e
class CustomHelpFormatter(
argparse.RawDescriptionHelpFormatter, argparse.ArgumentDefaultsHelpFormatter
):
"""Custom formatter that preserves both description formatting and shows defaults"""
pass
def parse_router_args(args: List[str]) -> RouterArgs:
"""Parse command line arguments and return RouterArgs instance."""
parser = argparse.ArgumentParser(
description="""SGLang Router - High-performance request distribution across worker nodes
Usage:
This launcher enables starting a router with individual worker instances. It is useful for
multi-node setups or when you want to start workers and router separately.
Examples:
# Regular mode
python -m sglang_router.launch_router --worker-urls http://worker1:8000 http://worker2:8000
# PD disaggregated mode with same policy for both
python -m sglang_router.launch_router --pd-disaggregation \\
--prefill http://prefill1:8000 9000 --prefill http://prefill2:8000 \\
--decode http://decode1:8001 --decode http://decode2:8001 \\
--policy cache_aware
# PD mode with optional bootstrap ports
python -m sglang_router.launch_router --pd-disaggregation \\
--prefill http://prefill1:8000 9000 \\ # With bootstrap port
--prefill http://prefill2:8000 none \\ # Explicitly no bootstrap port
--prefill http://prefill3:8000 \\ # Defaults to no bootstrap port
--decode http://decode1:8001 --decode http://decode2:8001
# PD mode with different policies for prefill and decode
python -m sglang_router.launch_router --pd-disaggregation \\
--prefill http://prefill1:8000 --prefill http://prefill2:8000 \\
--decode http://decode1:8001 --decode http://decode2:8001 \\
--prefill-policy cache_aware --decode-policy power_of_two
""",
formatter_class=CustomHelpFormatter,
)
RouterArgs.add_cli_args(parser, use_router_prefix=False)
return RouterArgs.from_cli_args(parser.parse_args(args), use_router_prefix=False)
def main() -> None:
router_args = parse_router_args(sys.argv[1:])
launch_router(router_args)
if __name__ == "__main__":
main()

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import argparse
import asyncio
import copy
import logging
import multiprocessing as mp
import os
import random
import signal
import sys
import time
from typing import List
import requests
from setproctitle import setproctitle
from sglang_router.launch_router import RouterArgs, launch_router
from sglang.srt.server_args import ServerArgs
from sglang.srt.utils.network import is_port_available
def setup_logger():
logger = logging.getLogger("router")
logger.setLevel(logging.INFO)
formatter = logging.Formatter(
"[Router (Python)] %(asctime)s - %(levelname)s - %(message)s - %(filename)s:%(lineno)d",
datefmt="%Y-%m-%d %H:%M:%S",
)
handler = logging.StreamHandler()
handler.setFormatter(formatter)
logger.addHandler(handler)
return logger
logger = setup_logger()
# Create new process group
def run_server(server_args, dp_rank):
"""
Note:
1. Without os.setpgrp(), all processes share the same PGID. When you press Ctrl+C, the terminal sends SIGINT to all processes in the group simultaneously.
This can cause leaf processes to terminate first, which messes up the cleaning order and produces orphaned processes.
Terminal (PGID=100)
└── Main Python Process (PGID=100)
└── Server Process 1 (PGID=100)
└── Scheduler 1
└── Detokenizer 1
└── Server Process 2 (PGID=100)
└── Scheduler 2
└── Detokenizer 2
2. With os.setpgrp(), the main Python process and its children are in a separate group. Now:
Terminal (PGID=100)
└── Main Python Process (PGID=200)
└── Server Process 1 (PGID=300)
└── Scheduler 1
└── Detokenizer 1
└── Server Process 2 (PGID=400)
└── Scheduler 2
└── Detokenizer 2
"""
# create new process group
os.setpgrp()
setproctitle("sglang::server")
# Set SGLANG_DP_RANK environment variable
os.environ["SGLANG_DP_RANK"] = str(dp_rank)
# Launch server in appropriate mode (HTTP or gRPC)
if server_args.grpc_mode:
from sglang.srt.entrypoints.grpc_server import serve_grpc
asyncio.run(serve_grpc(server_args))
else:
from sglang.srt.entrypoints.http_server import launch_server
launch_server(server_args)
def launch_server_process(
server_args: ServerArgs, worker_port: int, dp_id: int
) -> mp.Process:
"""Launch a single server process with the given args and port."""
server_args = copy.deepcopy(server_args)
server_args.port = worker_port
server_args.base_gpu_id = dp_id * server_args.tp_size
server_args.dp_size = 1
proc = mp.Process(target=run_server, args=(server_args, dp_id))
proc.start()
return proc
def wait_for_server_health(host: str, port: int, timeout: int = 300) -> bool:
"""Wait for server to be healthy by checking /health endpoint."""
start_time = time.perf_counter()
url = f"http://{host}:{port}/health"
while time.perf_counter() - start_time < timeout:
try:
response = requests.get(url, timeout=5)
if response.status_code == 200:
return True
except requests.exceptions.RequestException:
pass
time.sleep(1)
return False
def find_available_ports(base_port: int, count: int) -> List[int]:
"""Find consecutive available ports starting from base_port."""
available_ports = []
current_port = base_port
while len(available_ports) < count:
if is_port_available(current_port):
available_ports.append(current_port)
current_port += random.randint(100, 1000)
return available_ports
def cleanup_processes(processes: List[mp.Process]):
for process in processes:
logger.info(f"Terminating process group {process.pid}")
try:
os.killpg(process.pid, signal.SIGTERM)
except ProcessLookupError:
# Process group may already be terminated
pass
# Wait for processes to terminate
for process in processes:
process.join(timeout=5)
if process.is_alive():
logger.warning(
f"Process {process.pid} did not terminate gracefully, forcing kill"
)
try:
os.killpg(process.pid, signal.SIGKILL)
except ProcessLookupError:
pass
logger.info("All process groups terminated")
def main():
# CUDA runtime isn't fork-safe, which can lead to subtle bugs or crashes
mp.set_start_method("spawn")
parser = argparse.ArgumentParser(
description="Launch SGLang router and server processes"
)
ServerArgs.add_cli_args(parser)
RouterArgs.add_cli_args(parser, use_router_prefix=True, exclude_host_port=True)
parser.add_argument(
"--router-dp-worker-base-port",
type=int,
default=31000,
help="Base port number for data parallel workers",
)
# No extra retry/CB flags here; RouterArgs.add_cli_args already defines them with router- prefix
args = parser.parse_args()
server_args = ServerArgs.from_cli_args(args)
router_args = RouterArgs.from_cli_args(args, use_router_prefix=True)
# Find available ports for workers
worker_ports = find_available_ports(
args.router_dp_worker_base_port, server_args.dp_size
)
# Start server processes
server_processes = []
for i, worker_port in enumerate(worker_ports):
logger.info(f"Launching DP server process {i} on port {worker_port}")
proc = launch_server_process(server_args, worker_port, i)
server_processes.append(proc)
signal.signal(signal.SIGINT, lambda sig, frame: cleanup_processes(server_processes))
signal.signal(
signal.SIGTERM, lambda sig, frame: cleanup_processes(server_processes)
)
signal.signal(
signal.SIGQUIT, lambda sig, frame: cleanup_processes(server_processes)
)
# Update router args with worker URLs
# Use grpc:// protocol if server is in gRPC mode, otherwise http://
protocol = "grpc" if server_args.grpc_mode else "http"
router_args.worker_urls = [
f"{protocol}://{server_args.host}:{port}" for port in worker_ports
]
# Start the router
try:
launch_router(router_args)
except Exception as e:
logger.error(f"Failed to start router: {e}")
cleanup_processes(server_processes)
sys.exit(1)
if __name__ == "__main__":
main()

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"""
Minimal HTTP load balancer for prefill and decode servers for testing.
"""
import asyncio
import ipaddress
import logging
import random
import urllib
import warnings
from http import HTTPStatus
from itertools import chain
from typing import Optional
import aiohttp
import orjson
import uvicorn
from fastapi import FastAPI, HTTPException
from fastapi.responses import ORJSONResponse, Response, StreamingResponse
from sglang_router.router_args import RouterArgs
logger = logging.getLogger(__name__)
AIOHTTP_STREAM_READ_CHUNK_SIZE = (
1024 * 64
) # 64KB, to prevent aiohttp's "Chunk too big" error
def maybe_wrap_ipv6_address(address: str) -> str:
try:
ipaddress.IPv6Address(address)
return f"[{address}]"
except ValueError:
return address
class MiniLoadBalancer:
def __init__(
self,
router_args: RouterArgs,
):
self._validate_router_args(router_args)
self.host = router_args.host
self.port = router_args.port
self.timeout = router_args.request_timeout_secs
self.prefill_urls = [url[0] for url in router_args.prefill_urls]
self.prefill_bootstrap_ports = [url[1] for url in router_args.prefill_urls]
self.decode_urls = router_args.decode_urls
self.test_external_dp_routing = router_args.test_external_dp_routing
self.prefill_dp_size = None
self.decode_dp_size = None
def _validate_router_args(self, router_args: RouterArgs):
logger.warning(
"\x1b[33mMiniLB is only for debugging purposes, it only supports random policy!\033[0m"
)
# NOTE: too many arguments unsupported, just validate some important ones
if router_args.policy != "random":
logger.warning("[MiniLB] Overriding policy to random")
router_args.policy = "random"
if not router_args.pd_disaggregation:
raise ValueError("MiniLB only supports PD disaggregation mode")
if len(router_args.prefill_urls) == 0 or len(router_args.decode_urls) == 0:
raise ValueError(
"MiniLB requires at least one prefill and one decode server"
)
def start(self):
global lb
lb = self
uvicorn.run(app, host=self.host, port=self.port)
async def _ensure_dp_sizes(self):
if self.prefill_dp_size is not None:
return
async with aiohttp.ClientSession() as session:
async with session.get(f"{self.prefill_urls[0]}/server_info") as resp:
info = await resp.json()
self.prefill_dp_size = len(info.get("internal_states", [1]))
async with session.get(f"{self.decode_urls[0]}/server_info") as resp:
info = await resp.json()
self.decode_dp_size = len(info.get("internal_states", [1]))
logger.info(
f"[MiniLB] DP sizes: prefill={self.prefill_dp_size}, decode={self.decode_dp_size}"
)
def _fork_dp_requests(self, request):
p_rank = random.randint(0, self.prefill_dp_size - 1)
d_rank = random.randint(0, self.decode_dp_size - 1)
prefill_req = request.copy()
decode_req = request.copy()
prefill_req["routed_dp_rank"] = p_rank
decode_req["routed_dp_rank"] = d_rank
decode_req["disagg_prefill_dp_rank"] = p_rank
return prefill_req, decode_req, d_rank
def select_pair(self):
assert len(self.prefill_urls) > 0, "No prefill servers available"
assert len(self.decode_urls) > 0, "No decode servers available"
pidx = random.randint(0, len(self.prefill_urls) - 1)
didx = random.randint(0, len(self.decode_urls) - 1)
return (
self.prefill_urls[pidx],
self.prefill_bootstrap_ports[pidx],
self.decode_urls[didx],
)
async def generate(
self, modified_request, prefill_server, decode_server, endpoint
) -> ORJSONResponse:
assert endpoint[0] != "/", f"Endpoint should not start with '/': {endpoint}"
expected_decode_dp_rank = None
if self.test_external_dp_routing:
await self._ensure_dp_sizes()
prefill_req, decode_req, expected_decode_dp_rank = self._fork_dp_requests(
modified_request
)
else:
prefill_req = modified_request
decode_req = modified_request
async with aiohttp.ClientSession(
timeout=aiohttp.ClientTimeout(
total=self.timeout
) # Add timeout for request reliability
) as session:
tasks = [
session.post(f"{prefill_server}/{endpoint}", json=prefill_req),
session.post(f"{decode_server}/{endpoint}", json=decode_req),
]
# Wait for both responses to complete. Prefill should end first.
prefill_response, decode_response = await asyncio.gather(*tasks)
if "return_logprob" in modified_request:
prefill_json = await prefill_response.json()
ret_json = await decode_response.json()
# merge `meta_info.input_token_logprobs` from prefill to decode
if "meta_info" in ret_json:
if "input_token_logprobs" in ret_json["meta_info"]:
ret_json["meta_info"]["input_token_logprobs"] = (
prefill_json["meta_info"]["input_token_logprobs"]
+ ret_json["meta_info"]["input_token_logprobs"]
)
else:
ret_json = await decode_response.json()
if expected_decode_dp_rank is not None:
actual = ret_json.get("meta_info", {}).get("dp_rank")
if actual != expected_decode_dp_rank:
return ORJSONResponse(
content={
"error": f"DP rank mismatch: expected {expected_decode_dp_rank}, got {actual}"
},
status_code=500,
)
return ORJSONResponse(
content=ret_json,
status_code=decode_response.status,
)
async def generate_stream(
self, modified_request, prefill_server, decode_server, endpoint="generate"
):
if self.test_external_dp_routing:
warnings.warn("--test-external-dp-routing is not supported with streaming")
assert endpoint[0] != "/", f"Endpoint should not start with '/': {endpoint}"
async def stream_results():
async with aiohttp.ClientSession(
timeout=aiohttp.ClientTimeout(
total=self.timeout
) # Add timeout for request reliability
) as session:
# Create the tasks for both prefill and decode requests
tasks = [
session.post(f"{prefill_server}/{endpoint}", json=modified_request),
session.post(f"{decode_server}/{endpoint}", json=modified_request),
]
# Wait for both responses to complete. Since this is streaming, they return immediately.
prefill_response, decode_response = await asyncio.gather(*tasks)
if modified_request.get("return_logprob", False):
prefill_chunks = []
async for chunk in prefill_response.content:
prefill_chunks.append(chunk)
first_prefill_chunk = (
prefill_chunks[0].decode("utf-8")[5:].strip("\n")
)
first_prefill_chunk_json = orjson.loads(first_prefill_chunk)
async for chunk in decode_response.content:
# Note: This is inefficient
# merge prefill input_token_logprobs, output_token_logprobs to decode
decoded_chunk = chunk.decode("utf-8")
if (
decoded_chunk
and decoded_chunk.startswith("data:")
and "[DONE]" not in decoded_chunk
):
ret_json = orjson.loads(decoded_chunk[5:].strip("\n"))
ret_json["meta_info"]["input_token_logprobs"] = (
first_prefill_chunk_json["meta_info"][
"input_token_logprobs"
]
+ ret_json["meta_info"]["input_token_logprobs"]
)
yield b"data: " + orjson.dumps(ret_json) + b"\n\n"
else:
yield chunk
else:
async for chunk in decode_response.content.iter_chunked(
AIOHTTP_STREAM_READ_CHUNK_SIZE
):
yield chunk
return StreamingResponse(
stream_results(),
media_type="text/event-stream",
)
app = FastAPI()
lb: Optional[MiniLoadBalancer] = None
@app.get("/health")
async def health_check():
return Response(status_code=200)
@app.get("/health_generate")
async def health_generate():
async with aiohttp.ClientSession() as session:
# Create the tasks
tasks = []
for server in chain(lb.prefill_urls, lb.decode_urls):
tasks.append(session.get(f"{server}/health_generate"))
for i, response in enumerate(asyncio.as_completed(tasks)):
await response
return Response(status_code=200)
@app.post("/flush_cache")
async def flush_cache():
async with aiohttp.ClientSession() as session:
# Create the tasks
tasks = []
for server in chain(lb.prefill_urls, lb.decode_urls):
tasks.append(session.post(f"{server}/flush_cache"))
for i, response in enumerate(asyncio.as_completed(tasks)):
await response
return Response(status_code=200)
# TODO: Remove `/get_server_info` alias after one release-cycle deprecation window.
@app.get("/server_info")
@app.get("/get_server_info")
async def get_server_info():
prefill_infos = []
decode_infos = []
all_internal_states = []
async with aiohttp.ClientSession() as session:
for server in lb.prefill_urls:
server_info = await session.get(f"{server}/server_info")
prefill_infos.append(await server_info.json())
for server in lb.decode_urls:
server_info = await session.get(f"{server}/server_info")
info_json = await server_info.json()
decode_infos.append(info_json)
# Extract internal_states from decode servers
if "internal_states" in info_json:
all_internal_states.extend(info_json["internal_states"])
# Return format expected by bench_one_batch_server.py
if all_internal_states:
return {
"internal_states": all_internal_states,
"prefill": prefill_infos,
"decode": decode_infos,
}
else:
# Fallback with dummy data if no internal states found
return {
"internal_states": [
{
"last_gen_throughput": 0.0,
"avg_spec_accept_length": None,
}
],
"prefill": prefill_infos,
"decode": decode_infos,
}
async def _get_model_info_impl():
if not lb or not lb.prefill_urls:
raise HTTPException(
status_code=HTTPStatus.SERVICE_UNAVAILABLE,
detail="There is no server registered",
)
target_server_url = lb.prefill_urls[0]
endpoint_url = f"{target_server_url}/model_info"
async with aiohttp.ClientSession() as session:
try:
async with session.get(endpoint_url) as response:
if response.status != 200:
error_text = await response.text()
raise HTTPException(
status_code=HTTPStatus.BAD_GATEWAY,
detail=(
f"Failed to get model info from {target_server_url}"
f"Status: {response.status}, Response: {error_text}"
),
)
model_info_json = await response.json()
return ORJSONResponse(content=model_info_json)
except aiohttp.ClientError as e:
raise HTTPException(
status_code=HTTPStatus.SERVICE_UNAVAILABLE,
detail=f"Failed to get model info from backend",
)
@app.get("/model_info")
async def model_info():
return await _get_model_info_impl()
@app.get("/get_model_info")
async def get_model_info():
return await _get_model_info_impl()
@app.post("/generate")
async def handle_generate_request(request_data: dict):
prefill_server, bootstrap_port, decode_server = lb.select_pair()
# Parse and transform prefill_server for bootstrap data
parsed_url = urllib.parse.urlparse(prefill_server)
hostname = maybe_wrap_ipv6_address(parsed_url.hostname)
modified_request = request_data.copy()
batch_size = _get_request_batch_size(modified_request)
if batch_size is not None:
modified_request.update(
{
"bootstrap_host": [hostname] * batch_size,
"bootstrap_port": [bootstrap_port] * batch_size,
"bootstrap_room": [
_generate_bootstrap_room() for _ in range(batch_size)
],
}
)
else:
modified_request.update(
{
"bootstrap_host": hostname,
"bootstrap_port": bootstrap_port,
"bootstrap_room": _generate_bootstrap_room(),
}
)
if request_data.get("stream", False):
return await lb.generate_stream(
modified_request, prefill_server, decode_server, "generate"
)
else:
return await lb.generate(
modified_request, prefill_server, decode_server, "generate"
)
async def _forward_to_backend(request_data: dict, endpoint_name: str):
prefill_server, bootstrap_port, decode_server = lb.select_pair()
# Parse and transform prefill_server for bootstrap data
parsed_url = urllib.parse.urlparse(prefill_server)
hostname = maybe_wrap_ipv6_address(parsed_url.hostname)
modified_request = request_data.copy()
modified_request.update(
{
"bootstrap_host": hostname,
"bootstrap_port": bootstrap_port,
"bootstrap_room": _generate_bootstrap_room(),
}
)
if request_data.get("stream", False):
return await lb.generate_stream(
modified_request,
prefill_server,
decode_server,
endpoint=endpoint_name,
)
else:
return await lb.generate(
modified_request,
prefill_server,
decode_server,
endpoint=endpoint_name,
)
@app.post("/v1/chat/completions")
async def handle_chat_completion_request(request_data: dict):
return await _forward_to_backend(request_data, "v1/chat/completions")
@app.post("/v1/completions")
async def handle_completion_request(request_data: dict):
return await _forward_to_backend(request_data, "v1/completions")
def _generate_bootstrap_room():
return random.randint(0, 2**63 - 1)
# We may utilize `GenerateReqInput`'s logic later
def _get_request_batch_size(request):
if (text := request.get("text")) is not None:
return None if isinstance(text, str) else len(text)
if (input_ids := request.get("input_ids")) is not None:
return None if isinstance(input_ids[0], int) else len(input_ids)
return None
@app.get("/v1/models")
async def get_models():
prefill_server = lb.prefill_urls[0] # Get the first prefill server
async with aiohttp.ClientSession() as session:
try:
response = await session.get(f"{prefill_server}/v1/models")
if response.status != 200:
raise HTTPException(
status_code=response.status,
detail=f"Prefill server error: Status {response.status}",
)
return ORJSONResponse(content=await response.json())
except Exception as e:
raise HTTPException(status_code=500, detail=str(e))

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from typing import Optional
from sglang_router.router_args import RouterArgs
from sglang_router.sglang_router_rs import (
BackendType,
HistoryBackendType,
PolicyType,
PyApiKeyEntry,
PyControlPlaneAuthConfig,
PyJwtConfig,
PyOracleConfig,
PyPostgresConfig,
PyRedisConfig,
PyRole,
)
from sglang_router.sglang_router_rs import Router as _Router
def policy_from_str(policy_str: Optional[str]) -> PolicyType:
"""Convert policy string to PolicyType enum."""
if policy_str is None:
return None
policy_map = {
"random": PolicyType.Random,
"round_robin": PolicyType.RoundRobin,
"cache_aware": PolicyType.CacheAware,
"power_of_two": PolicyType.PowerOfTwo,
"bucket": PolicyType.Bucket,
"manual": PolicyType.Manual,
"consistent_hashing": PolicyType.ConsistentHashing,
"prefix_hash": PolicyType.PrefixHash,
}
return policy_map[policy_str]
def backend_from_str(backend_str: Optional[str]) -> BackendType:
"""Convert backend string to BackendType enum."""
if isinstance(backend_str, BackendType):
return backend_str
if backend_str is None:
return BackendType.Sglang
backend_map = {"sglang": BackendType.Sglang, "openai": BackendType.Openai}
backend_lower = backend_str.lower()
if backend_lower not in backend_map:
raise ValueError(
f"Unknown backend: {backend_str}. Valid options: {', '.join(backend_map.keys())}"
)
return backend_map[backend_lower]
def history_backend_from_str(backend_str: Optional[str]) -> HistoryBackendType:
"""Convert history backend string to HistoryBackendType enum."""
if isinstance(backend_str, HistoryBackendType):
return backend_str
if backend_str is None:
return HistoryBackendType.Memory
backend_lower = backend_str.lower()
if backend_lower == "memory":
return HistoryBackendType.Memory
elif backend_lower == "none":
# Use getattr to access 'None' which is a Python keyword
return getattr(HistoryBackendType, "None")
elif backend_lower == "oracle":
return HistoryBackendType.Oracle
elif backend_lower == "postgres":
return HistoryBackendType.Postgres
elif backend_lower == "redis":
return HistoryBackendType.Redis
else:
raise ValueError(f"Unknown history backend: {backend_str}")
def role_from_str(role_str: str) -> PyRole:
"""Convert role string to PyRole enum."""
if role_str.lower() == "admin":
return PyRole.Admin
return PyRole.User
def build_control_plane_auth_config(
args_dict: dict,
) -> Optional[PyControlPlaneAuthConfig]:
"""Build control plane auth config from args dict."""
api_keys = args_dict.get("control_plane_api_keys", [])
jwt_issuer = args_dict.get("jwt_issuer")
jwt_audience = args_dict.get("jwt_audience")
audit_enabled = args_dict.get("control_plane_audit_enabled", False)
# Check if any auth is configured
has_api_keys = bool(api_keys)
has_jwt = jwt_issuer is not None and jwt_audience is not None
if not has_api_keys and not has_jwt:
return None
# Build API key entries
py_api_keys = []
for key_tuple in api_keys:
# Tuple format: (id, name, key, role)
key_id, name, key, role = key_tuple
py_api_keys.append(
PyApiKeyEntry(
id=key_id,
name=name,
key=key,
role=role_from_str(role),
)
)
# Build JWT config if present
jwt_config = None
if has_jwt:
jwt_config = PyJwtConfig(
issuer=jwt_issuer,
audience=jwt_audience,
jwks_uri=args_dict.get("jwt_jwks_uri"),
role_mapping=args_dict.get("jwt_role_mapping", {}),
)
return PyControlPlaneAuthConfig(
jwt=jwt_config,
api_keys=py_api_keys,
audit_enabled=audit_enabled,
)
class Router:
"""
A high-performance router for distributing requests across worker nodes.
Args:
worker_urls: List of URLs for worker nodes that will handle requests. Each URL should include
the protocol, host, and port (e.g., ['http://worker1:8000', 'http://worker2:8000'])
policy: Load balancing policy to use. Options:
- PolicyType.Random: Randomly select workers
- PolicyType.RoundRobin: Distribute requests in round-robin fashion
- PolicyType.CacheAware: Distribute requests based on cache state and load balance
- PolicyType.PowerOfTwo: Select best of two random workers based on load (PD mode only)
host: Host address to bind the router server. Supports IPv4, IPv6 (e.g., ::, ::1), or 0.0.0.0 for all interfaces. Default: '0.0.0.0'
port: Port number to bind the router server. Default: 3001
worker_startup_timeout_secs: Timeout in seconds for worker startup and registration. Large models can take significant time to load into GPU memory. Default: 1800 (30 minutes)
worker_startup_check_interval: Interval in seconds between checks for worker initialization. Default: 10
cache_threshold: Cache threshold (0.0-1.0) for cache-aware routing. Routes to cached worker
if the match rate exceeds threshold, otherwise routes to the worker with the smallest
tree. Default: 0.5
balance_abs_threshold: Load balancing is triggered when (max_load - min_load) > abs_threshold
AND max_load > min_load * rel_threshold. Otherwise, use cache aware. Default: 32
balance_rel_threshold: Load balancing is triggered when (max_load - min_load) > abs_threshold
AND max_load > min_load * rel_threshold. Otherwise, use cache aware. Default: 1.0001
eviction_interval_secs: Interval in seconds between cache eviction operations in cache-aware
routing. Default: 60
max_payload_size: Maximum payload size in bytes. Default: 256MB
max_tree_size: Maximum size of the approximation tree for cache-aware routing. Default: 2^24
dp_aware: Enable data parallelism aware schedule. Default: False
enable_igw: Enable IGW (Inference-Gateway) mode for multi-model support. When enabled,
the router can manage multiple models simultaneously with per-model load balancing
policies. Default: False
api_key: The api key used for the authorization with the worker.
Useful when the dp aware scheduling strategy is enabled.
Default: None
log_dir: Directory to store log files. If None, logs are only output to console. Default: None
log_level: Logging level. Options: 'debug', 'info', 'warn', 'error'.
service_discovery: Enable Kubernetes service discovery. When enabled, the router will
automatically discover worker pods based on the selector. Default: False
selector: Dictionary mapping of label keys to values for Kubernetes pod selection.
Example: {"app": "sglang-worker"}. Default: {}
service_discovery_port: Port to use for service discovery. The router will generate
worker URLs using this port. Default: 80
service_discovery_namespace: Kubernetes namespace to watch for pods. If not provided,
watches pods across all namespaces (requires cluster-wide permissions). Default: None
prefill_selector: Dictionary mapping of label keys to values for Kubernetes pod selection
for prefill servers (PD mode only). Default: {}
decode_selector: Dictionary mapping of label keys to values for Kubernetes pod selection
for decode servers (PD mode only). Default: {}
prometheus_port: Port to expose Prometheus metrics. Default: None
prometheus_host: Host address to bind the Prometheus metrics server. Default: None
pd_disaggregation: Enable PD (Prefill-Decode) disaggregated mode. Default: False
prefill_urls: List of (url, bootstrap_port) tuples for prefill servers (PD mode only)
decode_urls: List of URLs for decode servers (PD mode only)
prefill_policy: Specific load balancing policy for prefill nodes (PD mode only).
If not specified, uses the main policy. Default: None
decode_policy: Specific load balancing policy for decode nodes (PD mode only).
If not specified, uses the main policy. Default: None
request_id_headers: List of HTTP headers to check for request IDs. If not specified,
uses common defaults: ['x-request-id', 'x-correlation-id', 'x-trace-id', 'request-id'].
Example: ['x-my-request-id', 'x-custom-trace-id']. Default: None
bootstrap_port_annotation: Kubernetes annotation name for bootstrap port (PD mode).
Default: 'sglang.ai/bootstrap-port'
request_timeout_secs: Request timeout in seconds. Default: 600
max_concurrent_requests: Maximum number of concurrent requests allowed for rate limiting. Default: 256
queue_size: Queue size for pending requests when max concurrent limit reached (0 = no queue, return 429 immediately). Default: 100
queue_timeout_secs: Maximum time (in seconds) a request can wait in queue before timing out. Default: 60
rate_limit_tokens_per_second: Token bucket refill rate (tokens per second). If not set, defaults to max_concurrent_requests. Default: None
cors_allowed_origins: List of allowed origins for CORS. Empty list allows all origins. Default: []
health_failure_threshold: Number of consecutive health check failures before marking worker unhealthy. Default: 3
health_success_threshold: Number of consecutive health check successes before marking worker healthy. Default: 2
health_check_timeout_secs: Timeout in seconds for health check requests. Default: 5
health_check_interval_secs: Interval in seconds between runtime health checks. Default: 60
health_check_endpoint: Health check endpoint path. Default: '/health'
model_path: Model path for loading tokenizer (HuggingFace model ID or local path). Default: None
tokenizer_path: Explicit tokenizer path (overrides model_path tokenizer if provided). Default: None
server_cert_path: Path to server TLS certificate (PEM format). Default: None
server_key_path: Path to server TLS private key (PEM format). Default: None
"""
def __init__(self, router: _Router):
self._router = router
@staticmethod
def from_args(args: RouterArgs) -> "Router":
"""Create a router from a RouterArgs instance."""
args_dict = vars(args)
# Convert RouterArgs to _Router parameters
args_dict["worker_urls"] = (
[]
if args_dict["service_discovery"] or args_dict["pd_disaggregation"]
else args_dict["worker_urls"]
)
args_dict["policy"] = policy_from_str(args_dict["policy"])
args_dict["prefill_urls"] = (
args_dict["prefill_urls"] if args_dict["pd_disaggregation"] else None
)
args_dict["decode_urls"] = (
args_dict["decode_urls"] if args_dict["pd_disaggregation"] else None
)
args_dict["prefill_policy"] = policy_from_str(args_dict["prefill_policy"])
args_dict["decode_policy"] = policy_from_str(args_dict["decode_policy"])
# Convert backend
args_dict["backend"] = backend_from_str(args_dict.get("backend"))
# Convert history_backend to enum first
history_backend_raw = args_dict.get("history_backend", "memory")
history_backend = history_backend_from_str(history_backend_raw)
# Convert Oracle config if needed
oracle_config = None
if history_backend == HistoryBackendType.Oracle:
# Prioritize TNS alias over connect descriptor
tns_alias = args_dict.get("oracle_tns_alias")
connect_descriptor = args_dict.get("oracle_connect_descriptor")
# Use TNS alias if provided, otherwise use connect descriptor
final_descriptor = tns_alias if tns_alias else connect_descriptor
oracle_config = PyOracleConfig(
password=args_dict.get("oracle_password"),
username=args_dict.get("oracle_username"),
connect_descriptor=final_descriptor,
wallet_path=args_dict.get("oracle_wallet_path"),
pool_min=args_dict.get("oracle_pool_min", 1),
pool_max=args_dict.get("oracle_pool_max", 16),
pool_timeout_secs=args_dict.get("oracle_pool_timeout_secs", 30),
)
args_dict["oracle_config"] = oracle_config
args_dict["history_backend"] = history_backend
# Convert Postgres config if needed
postgres_config = None
if history_backend == HistoryBackendType.Postgres:
postgres_config = PyPostgresConfig(
db_url=args_dict.get("postgres_db_url"),
pool_max=args_dict.get("postgres_pool_max", 16),
)
args_dict["postgres_config"] = postgres_config
# Convert Redis config if needed
redis_config = None
if history_backend == HistoryBackendType.Redis:
retention_days = args_dict.get("redis_retention_days", 30)
# If retention_days is negative, it means persistent storage (None in Rust)
retention_arg = None if retention_days < 0 else retention_days
redis_config = PyRedisConfig(
url=args_dict.get("redis_url"),
pool_max=args_dict.get("redis_pool_max", 16),
retention_days=retention_arg,
)
args_dict["redis_config"] = redis_config
# Build control plane auth config
args_dict["control_plane_auth"] = build_control_plane_auth_config(args_dict)
# Remove fields that shouldn't be passed to Rust Router constructor
fields_to_remove = [
"mini_lb",
"test_external_dp_routing",
"oracle_wallet_path",
"oracle_tns_alias",
"oracle_connect_descriptor",
"oracle_username",
"oracle_password",
"oracle_pool_min",
"oracle_pool_max",
"oracle_pool_timeout_secs",
"postgres_db_url",
"postgres_pool_max",
"redis_url",
"redis_pool_max",
"redis_retention_days",
# Control plane auth fields (converted to control_plane_auth)
"control_plane_api_keys",
"control_plane_audit_enabled",
"jwt_issuer",
"jwt_audience",
"jwt_jwks_uri",
"jwt_role_mapping",
]
for field in fields_to_remove:
args_dict.pop(field, None)
return Router(_Router(**args_dict))
def start(self) -> None:
"""Start the router server.
This method blocks until the server is shut down.
"""
self._router.start()

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__version__ = "0.3.2"