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168
tests/distributed/conftest.py
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168
tests/distributed/conftest.py
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# SPDX-License-Identifier: Apache-2.0
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# SPDX-FileCopyrightText: Copyright contributors to the vLLM project
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import random
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import msgspec
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import msgspec.msgpack
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import pytest
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import zmq
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from vllm.config.kv_events import KVEventsConfig
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from vllm.distributed.kv_events import EventPublisherFactory
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from .test_events import SampleBatch
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DP_RANK = 0
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@pytest.fixture
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def random_port():
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"""Generate a random port number for testing"""
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return random.randint(10000, 59900)
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@pytest.fixture
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def publisher_config(random_port, request):
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"""Create a publisher config with inproc transport"""
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how = request.param if hasattr(request, "param") else "inproc"
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if how == "inproc":
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endpoint = f"inproc://test-{random_port}"
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replay_endpoint = endpoint + "-replay"
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else:
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endpoint = f"tcp://*:{random_port}"
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replay_endpoint = f"tcp://*:{random_port + 100}"
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return KVEventsConfig(
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enable_kv_cache_events=True,
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publisher="zmq",
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endpoint=endpoint,
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replay_endpoint=replay_endpoint,
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buffer_steps=100,
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hwm=1000,
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topic="test",
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)
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@pytest.fixture
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def publisher(publisher_config):
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"""Create and return a publisher instance"""
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pub = EventPublisherFactory.create(publisher_config, DP_RANK)
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yield pub
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pub.shutdown()
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@pytest.fixture
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def subscriber(publisher_config):
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"""Create and return a subscriber for testing"""
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endpoint = publisher_config.endpoint
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replay_endpoint = publisher_config.replay_endpoint
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if endpoint.startswith("tcp://*"):
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endpoint = endpoint.replace("*", "127.0.0.1")
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if replay_endpoint and replay_endpoint.startswith("tcp://*"):
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replay_endpoint = replay_endpoint.replace("*", "127.0.0.1")
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sub = MockSubscriber(
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[endpoint],
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[replay_endpoint] if replay_endpoint else None,
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publisher_config.topic,
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)
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yield sub
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sub.close()
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class MockSubscriber:
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"""Helper class to receive and verify published events"""
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def __init__(
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self,
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pub_endpoints: str | list[str],
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replay_endpoints: str | list[str] | None = None,
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topic: str = "",
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decode_type=SampleBatch,
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):
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self.ctx = zmq.Context.instance()
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# Convert single endpoint to list for consistency
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if isinstance(pub_endpoints, str):
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pub_endpoints = [pub_endpoints]
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if isinstance(replay_endpoints, str):
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replay_endpoints = [replay_endpoints]
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# Set up subscriber socket - connect to all endpoints
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self.sub = self.ctx.socket(zmq.SUB)
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self.sub.setsockopt(zmq.SUBSCRIBE, topic.encode("utf-8"))
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for endpoint in pub_endpoints:
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self.sub.connect(endpoint)
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# Set up replay sockets if provided
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self.replay_sockets = []
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if replay_endpoints:
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for replay_endpoint in replay_endpoints:
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replay = self.ctx.socket(zmq.REQ)
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replay.connect(replay_endpoint)
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self.replay_sockets.append(replay)
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self.topic = topic
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self.topic_bytes = topic.encode("utf-8")
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self.received_msgs: list[tuple[int, SampleBatch]] = []
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self.last_seq = -1
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self.decoder = msgspec.msgpack.Decoder(type=decode_type)
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def receive_one(self, timeout=1000) -> tuple[int, SampleBatch] | None:
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"""Receive a single message with timeout"""
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if not self.sub.poll(timeout):
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return None
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topic_bytes, seq_bytes, payload = self.sub.recv_multipart()
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assert topic_bytes == self.topic_bytes
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seq = int.from_bytes(seq_bytes, "big")
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data = self.decoder.decode(payload)
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self.last_seq = seq
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self.received_msgs.append((seq, data))
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return seq, data
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def request_replay(self, start_seq: int, socket_idx: int = 0) -> None:
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"""Request replay of messages starting from start_seq"""
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if not self.replay_sockets:
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raise ValueError("Replay sockets not initialized")
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if socket_idx >= len(self.replay_sockets):
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raise ValueError(f"Invalid socket index {socket_idx}")
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self.replay_sockets[socket_idx].send(start_seq.to_bytes(8, "big"))
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def receive_replay(self, socket_idx: int = 0) -> list[tuple[int, SampleBatch]]:
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"""Receive replayed messages from a specific replay socket"""
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if not self.replay_sockets:
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raise ValueError("Replay sockets not initialized")
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if socket_idx >= len(self.replay_sockets):
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raise ValueError(f"Invalid socket index {socket_idx}")
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replay_socket = self.replay_sockets[socket_idx]
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replayed: list[tuple[int, SampleBatch]] = []
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while True:
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try:
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if not replay_socket.poll(1000):
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break
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frames = replay_socket.recv_multipart()
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if not frames or not frames[-1]:
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# End of replay marker
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break
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seq_bytes, payload = frames
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seq = int.from_bytes(seq_bytes, "big")
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data = self.decoder.decode(payload)
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replayed.append((seq, data))
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except zmq.ZMQError as _:
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break
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return replayed
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def close(self):
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"""Clean up resources"""
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self.sub.close()
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for replay in self.replay_sockets:
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replay.close()
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