disagg_proxy_p2p_nccl_xpyd.py

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM project

import os
import socket
import threading
import uuid

import aiohttp
import msgpack
import zmq
from quart import Quart, make_response, request

count = 0
prefill_instances: dict[str, str] = {}  # http_address: zmq_address
decode_instances: dict[str, str] = {}  # http_address: zmq_address

prefill_cv = threading.Condition()
decode_cv = threading.Condition()


def _listen_for_register(poller, router_socket):
    while True:
        socks = dict(poller.poll())
        if router_socket in socks:
            remote_address, message = router_socket.recv_multipart()
            # data: {"type": "P", "http_address": "ip:port",
            #        "zmq_address": "ip:port"}
            data = msgpack.loads(message)
            if data["type"] == "P":
                global prefill_instances
                global prefill_cv
                with prefill_cv:
                    prefill_instances[data["http_address"]] = data["zmq_address"]
            elif data["type"] == "D":
                global decode_instances
                global decode_cv
                with decode_cv:
                    decode_instances[data["http_address"]] = data["zmq_address"]
            else:
                print(
                    "Unexpected, Received message from %s, data: %s",
                    remote_address,
                    data,
                )


def start_service_discovery(hostname, port):
    if not hostname:
        hostname = socket.gethostname()
    if port == 0:
        raise ValueError("Port cannot be 0")

    context = zmq.Context()
    router_socket = context.socket(zmq.ROUTER)
    router_socket.bind(f"tcp://{hostname}:{port}")

    poller = zmq.Poller()
    poller.register(router_socket, zmq.POLLIN)

    _listener_thread = threading.Thread(
        target=_listen_for_register, args=[poller, router_socket], daemon=True
    )
    _listener_thread.start()
    return _listener_thread


AIOHTTP_TIMEOUT = aiohttp.ClientTimeout(total=6 * 60 * 60)

app = Quart(__name__)


def random_uuid() -> str:
    return str(uuid.uuid4().hex)


async def forward_request(url, data, request_id):
    async with aiohttp.ClientSession(timeout=AIOHTTP_TIMEOUT) as session:
        headers = {
            "Authorization": f"Bearer {os.environ.get('OPENAI_API_KEY')}",
            "X-Request-Id": request_id,
        }
        async with session.post(url=url, json=data, headers=headers) as response:
            if response.status == 200:
                if True:
                    async for chunk_bytes in response.content.iter_chunked(1024):
                        yield chunk_bytes
                else:
                    content = await response.read()
                    yield content


@app.route("/v1/completions", methods=["POST"])
async def handle_request():
    try:
        original_request_data = await request.get_json()

        prefill_request = original_request_data.copy()
        # change max_tokens = 1 to let it only do prefill
        prefill_request["max_tokens"] = 1

        global count
        global prefill_instances
        global prefill_cv
        with prefill_cv:
            prefill_list = list(prefill_instances.items())
            prefill_addr, prefill_zmq_addr = prefill_list[count % len(prefill_list)]

        global decode_instances
        global decode_cv
        with decode_cv:
            decode_list = list(decode_instances.items())
            decode_addr, decode_zmq_addr = decode_list[count % len(decode_list)]

        print(
            f"handle_request count: {count}, [HTTP:{prefill_addr}, "
            f"ZMQ:{prefill_zmq_addr}] 👉 [HTTP:{decode_addr}, "
            f"ZMQ:{decode_zmq_addr}]"
        )
        count += 1

        request_id = (
            f"___prefill_addr_{prefill_zmq_addr}___decode_addr_"
            f"{decode_zmq_addr}_{random_uuid()}"
        )

        # finish prefill
        async for _ in forward_request(
            f"http://{prefill_addr}/v1/completions", prefill_request, request_id
        ):
            continue

        # return decode
        generator = forward_request(
            f"http://{decode_addr}/v1/completions", original_request_data, request_id
        )
        response = await make_response(generator)
        response.timeout = None

        return response

    except Exception as e:
        import sys
        import traceback

        exc_info = sys.exc_info()
        print("Error occurred in disagg prefill proxy server")
        print(e)
        print("".join(traceback.format_exception(*exc_info)))


if __name__ == "__main__":
    t = start_service_discovery("0.0.0.0", 30007)
    app.run(host="0.0.0.0", port=10007)
    t.join()