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vllm-omni/tests/distributed/omni_connectors/test_shm_connector.py
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2026-10-02 09:14:39 -07:00

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Python

# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright contributors to the vLLM-Omni project
"""Unit tests for SharedMemoryConnector focusing on TP / CFG / metadata fallback."""
import fcntl
import os
import time
import uuid
import pytest
import torch
from vllm_omni.distributed.omni_connectors.connectors.shm_connector import (
SharedMemoryConnector,
)
pytestmark = [pytest.mark.core_model, pytest.mark.cpu]
@pytest.fixture()
def connector():
c = SharedMemoryConnector({})
yield c
c.close()
# ── Key-based read (the fundamental SHM path) ────────────────────────
class TestKeyBasedReadWrite:
def test_deadline_receive_does_not_wait_for_writer_lock(self, connector):
key = "deadline_locked_payload"
connector.put("0", "1", key, {"value": 7})
with open(f"/dev/shm/shm_{key}_lockfile.lock", "rb+") as lock_file:
fcntl.flock(lock_file, fcntl.LOCK_EX)
assert connector.get_with_deadline("0", "1", key, deadline=time.monotonic() + 1) is None
assert connector.get_with_deadline("0", "1", key, deadline=time.monotonic() - 1) is None
assert connector.get_with_deadline("0", "1", key, deadline=time.monotonic() + 1)[0] == {"value": 7}
def test_put_then_get_by_key(self, connector):
data = {"hello": "world", "n": 42}
ok, size, meta = connector.put("s0", "s1", "test_key_1", data)
assert ok
assert size > 0
assert "shm" in meta
assert "test_key_1" in connector._pending_keys
result = connector.get("s0", "s1", "test_key_1", metadata=None)
assert result is not None
obj, rsize = result
assert obj == data
assert rsize == size
assert "test_key_1" not in connector._pending_keys
assert connector._metrics["gets"] == 1
def test_tensor_payload_removes_lock_file(self, connector):
key = "tensor_payload"
payload = torch.ones(2, 2)
ok, _, metadata = connector.put("s0", "s1", key, payload)
assert ok
result = connector.get("s0", "s1", key, metadata=metadata)
assert result is not None
assert torch.equal(result[0], payload)
assert not os.path.exists(f"/dev/shm/shm_{key}_lockfile.lock")
def test_falsey_payload_removes_lock_file(self, connector):
key = "falsey_payload"
ok, _, metadata = connector.put("s0", "s1", key, 0)
assert ok
result = connector.get("s0", "s1", key, metadata=metadata)
assert result is not None
assert result[0] == 0
assert not os.path.exists(f"/dev/shm/shm_{key}_lockfile.lock")
def test_get_nonexistent_key_returns_none(self, connector):
result = connector.get("s0", "s1", "no_such_key_xyz", metadata=None)
assert result is None
def test_get_empty_shm_race_returns_none(self, connector, monkeypatch):
def raise_empty_file(*args, **kwargs):
raise ValueError("cannot mmap an empty file")
monkeypatch.setattr(
"vllm_omni.distributed.omni_connectors.connectors.shm_connector.shm_pkg.SharedMemory",
raise_empty_file,
)
result = connector.get("s0", "s1", "not_ready_yet", metadata=None)
assert result is None
def test_rank_aware_keys_independent(self, connector):
"""Each TP rank writes/reads its own key — simulates homogeneous TP."""
payloads = {}
for rank in range(4):
key = f"req1_s0_0_{rank}_{rank}"
data = {"rank": rank, "values": list(range(rank, rank + 3))}
ok, _, _ = connector.put("s0", "s1", key, data)
assert ok
payloads[rank] = data
for rank in range(4):
key = f"req1_s0_0_{rank}_{rank}"
result = connector.get("s0", "s1", key, metadata=None)
assert result is not None
obj, _ = result
assert obj == payloads[rank]
# ── Metadata fallback behaviour ──────────────────────────────────────
class TestMetadataFallback:
def test_rdma_style_metadata_falls_back_to_key(self, connector):
"""source_host/source_port metadata should be ignored; key read used."""
data = {"payload": True}
connector.put("s0", "s1", "fb_key_1", data)
rdma_meta = {"source_host": "10.0.0.1", "source_port": 12345}
result = connector.get("s0", "s1", "fb_key_1", metadata=rdma_meta)
assert result is not None
obj, _ = result
assert obj == data
def test_non_dict_metadata_falls_back_to_key(self, connector):
data = {"val": 99}
connector.put("s0", "s1", "fb_key_2", data)
result = connector.get("s0", "s1", "fb_key_2", metadata="not_a_dict")
assert result is not None
obj, _ = result
assert obj == data
def test_empty_dict_metadata_falls_back_to_key(self, connector):
data = {"x": 1}
connector.put("s0", "s1", "fb_key_3", data)
result = connector.get("s0", "s1", "fb_key_3", metadata={})
assert result is not None
obj, _ = result
assert obj == data
def test_shm_handle_metadata_still_works(self, connector):
"""When metadata contains a proper 'shm' handle, use it directly."""
data = {"direct": True}
ok, size, meta = connector.put("s0", "s1", "shm_direct_1", data)
assert ok
result = connector.get("s0", "s1", "shm_direct_1", metadata=meta)
assert result is not None
obj, _ = result
assert obj == data
def test_metadata_keyed_by_request_id(self, connector):
"""Metadata wrapped as {get_key: actual_meta} should be unwrapped."""
data = {"wrapped": True}
ok, size, meta = connector.put("s0", "s1", "wrap_key", data)
assert ok
wrapped = {"wrap_key": meta}
result = connector.get("s0", "s1", "wrap_key", metadata=wrapped)
assert result is not None
obj, _ = result
assert obj == data
# ── Heterogeneous TP multi-key read ──────────────────────────────────
class TestHeteroTPMultiKey:
def test_receiver_reads_multiple_sender_keys(self, connector):
"""Simulates from_tp=2 -> to_tp=1: receiver reads 2 keys and merges."""
for sender_rank in range(2):
key = f"req1_s0_0_{sender_rank}_0"
data = {"sender": sender_rank, "shard": [sender_rank * 10]}
connector.put("s0", "s1", key, data)
shards = []
for sender_rank in range(2):
key = f"req1_s0_0_{sender_rank}_0"
result = connector.get("s0", "s1", key, metadata=None)
assert result is not None
obj, _ = result
shards.append(obj)
assert len(shards) == 2
assert shards[0]["sender"] == 0
assert shards[1]["sender"] == 1
def test_sender_writes_multiple_receiver_keys(self, connector):
"""Simulates from_tp=1 -> to_tp=2: sender writes 2 sliced keys."""
for recv_rank in range(2):
key = f"req1_s0_0_0_{recv_rank}"
data = {"target": recv_rank, "slice": list(range(recv_rank, recv_rank + 2))}
connector.put("s0", "s1", key, data)
for recv_rank in range(2):
key = f"req1_s0_0_0_{recv_rank}"
result = connector.get("s0", "s1", key, metadata=None)
assert result is not None
obj, _ = result
assert obj["target"] == recv_rank
# ── Cleanup ──────────────────────────────────────────────────────────
class TestCleanup:
def test_cleanup_removes_unconsumed_segment(self, connector):
data = {"leak": True}
connector.put("s0", "s1", "cleanup_req_42", data)
assert "cleanup_req_42" in connector._pending_keys
assert connector.cleanup("cleanup_req_42") is True
assert "cleanup_req_42" not in connector._pending_keys
result = connector.get("s0", "s1", "cleanup_req_42", metadata=None)
assert result is None
def test_cleanup_noop_for_consumed_segment(self, connector):
data = {"consumed": True}
connector.put("s0", "s1", "consumed_req_99", data)
connector.get("s0", "s1", "consumed_req_99", metadata=None)
assert connector.cleanup("consumed_req_99") is False
assert "consumed_req_99" not in connector._pending_keys
def test_close_cleans_all_pending(self, connector):
for i in range(3):
connector.put("s0", "s1", f"close_test_{i}", {"i": i})
assert len(connector._pending_keys) == 3
connector.close()
assert len(connector._pending_keys) == 0
@pytest.mark.parametrize("suffix", ["_1_2", "_1", "_suffix"])
def test_cleanup_preserves_other_request_keys(connector, suffix):
request_id = f"ownership_{uuid.uuid4().hex}"
own_key = f"{request_id}_0_0"
sibling_key = f"{request_id}{suffix}_0_0"
assert connector.put("0", "1", own_key, "own")[0]
assert connector.put("0", "1", sibling_key, "sibling")[0]
# A raw request id is not an exact key and must not match any chunks.
connector.cleanup(request_id)
assert connector.get("0", "1", own_key)[0] == "own"
connector.cleanup(own_key)
assert connector.get("0", "1", sibling_key)[0] == "sibling"
def test_sender_reaps_keys_consumed_by_another_connector(connector):
receiver = SharedMemoryConnector({})
prefix = f"reap_{uuid.uuid4().hex}"
try:
for index in range(256):
key = f"{prefix}_{index}"
assert connector.put("0", "1", key, index)[0]
assert receiver.get("0", "1", key)[0] == index
assert len(connector._pending_keys) <= 1
connector.reap_consumed()
assert not connector._pending_keys
finally:
receiver.close()
def test_reap_rotates_past_unread_keys(connector):
receiver = SharedMemoryConnector({})
prefix = f"rotate_{uuid.uuid4().hex}"
try:
for index in range(130):
assert connector.put("0", "1", f"{prefix}_{index}", index)[0]
for index in range(65, 130):
assert receiver.get("0", "1", f"{prefix}_{index}")[0] == index
for _ in range(3):
connector.reap_consumed()
assert len(connector._pending_keys) == 65
assert connector.get("0", "1", f"{prefix}_0")[0] == 0
finally:
receiver.close()
def test_consumed_bad_payload_removes_lock_file(connector, monkeypatch):
key = f"bad_payload_{uuid.uuid4().hex}"
assert connector.put("0", "1", key, "payload")[0]
def fail_deserialize(_data):
raise ValueError("invalid payload")
monkeypatch.setattr(connector, "deserialize_obj", fail_deserialize)
assert connector.get("0", "1", key) is None
assert not os.path.exists(f"/dev/shm/shm_{key}_lockfile.lock")
connector.reap_consumed()
assert key not in connector._pending_keys
@pytest.mark.parametrize("suffix", ["_1_2", "_1", "_0", "_suffix"])
def test_cleanup_prefix_only_matches_own_chunk_keys(connector, suffix):
request_id = f"prefix_{uuid.uuid4().hex}"
own_keys = [f"{request_id}_0_{i}" for i in range(3)]
sibling_key = f"{request_id}{suffix}_0_0"
for key in own_keys:
assert connector.put("0", "1", key, key)[0]
assert connector.put("0", "1", sibling_key, "sibling")[0]
# A consumed chunk is no longer counted as reclaimed.
assert connector.get("0", "1", own_keys[0])[0] == own_keys[0]
assert connector.cleanup_prefix(f"{request_id}_0_") == 2
for key in own_keys:
assert key not in connector._pending_keys
assert connector.get("0", "1", key) is None
assert connector.get("0", "1", sibling_key)[0] == "sibling"
# ── Arrival wakeups ───────────────────────────────────────────────────
def _stage_connector(stage_id):
return SharedMemoryConnector({"stage_id": stage_id})
def test_wakeup_discovery_only_scans_deployment_directory(monkeypatch, tmp_path):
from vllm_omni.distributed.omni_connectors.connectors import shm_connector as module
directory = tmp_path / "deployment"
monkeypatch.setattr(module, "_wakeup_directory", lambda: str(directory))
original_scandir = os.scandir
scanned = []
def scoped_scandir(path):
# A parent-directory scan would recreate the performance regression.
assert os.fspath(path) == str(directory)
scanned.append(path)
return original_scandir(path)
monkeypatch.setattr(module.glob.os, "scandir", scoped_scandir)
sender, receiver = _stage_connector(86), _stage_connector(87)
try:
generation = receiver.get_wakeup_generation()
assert generation is not None
assert os.path.dirname(receiver._wake_path) == str(directory)
sender._wake_receiver(87)
assert receiver.wait_for_change(generation, timeout=0.5)
assert scanned
finally:
sender.close()
receiver.close()
def test_missing_wakeup_directory_keeps_payload_transport_working(monkeypatch, tmp_path):
from vllm_omni.distributed.omni_connectors.connectors import shm_connector as module
directory = tmp_path / "missing"
monkeypatch.setattr(module, "_wakeup_directory", lambda: str(directory))
sender, receiver = _stage_connector(88), _stage_connector(89)
key = f"wake_{uuid.uuid4().hex}"
try:
assert sender.put("88", "89", key, {"value": 1})[0]
assert not directory.exists()
assert receiver.get("88", "89", key)[0] == {"value": 1}
finally:
sender.close()
receiver.close()
def test_put_wakes_waiting_receiver():
sender, receiver = _stage_connector(70), _stage_connector(71)
try:
generation = receiver.get_wakeup_generation()
assert generation is not None
start = time.monotonic()
assert receiver.wait_for_change(generation, timeout=0.05) is False
assert time.monotonic() - start >= 0.04 # no arrival: blocks for the timeout
key = f"wake_{uuid.uuid4().hex}"
sender.put("70", "71", key, {"value": 1})
start = time.monotonic()
assert receiver.wait_for_change(generation, timeout=5) is True
assert time.monotonic() - start < 0.5
assert receiver.get("70", "71", key)[0] == {"value": 1}
# Drained: the next wait blocks again.
assert receiver.wait_for_change(receiver.get_wakeup_generation(), timeout=0.02) is False
finally:
sender.close()
receiver.close()
def test_receiver_does_not_spin_after_sender_closes():
sender, receiver = _stage_connector(72), _stage_connector(73)
try:
receiver.get_wakeup_generation()
sender.put("72", "73", f"wake_{uuid.uuid4().hex}", {"value": 1})
sender.close() # the only external writer goes away
generation = receiver.get_wakeup_generation()
receiver.wait_for_change(generation, timeout=1)
generation = receiver.get_wakeup_generation()
start = time.monotonic()
assert receiver.wait_for_change(generation, timeout=0.05) is False
assert time.monotonic() - start >= 0.04
finally:
receiver.close()
def test_wakeups_can_be_disabled_and_close_unlinks_fifo(monkeypatch):
receiver = _stage_connector(74)
assert receiver.get_wakeup_generation() is not None
path = receiver._wake_path
assert os.path.exists(path)
receiver.close()
assert not os.path.exists(path)
monkeypatch.setenv("VLLM_OMNI_SHM_WAKEUP", "0")
sender, receiver = _stage_connector(75), _stage_connector(76)
try:
assert receiver.get_wakeup_generation() is None # caller keeps its timed poll
key = f"wake_{uuid.uuid4().hex}"
assert sender.put("75", "76", key, {"value": 2})[0]
assert receiver.get("75", "76", key)[0] == {"value": 2}
finally:
sender.close()
receiver.close()
def _sibling_receiver(stage_id, ready, result):
receiver = _stage_connector(stage_id)
generation = receiver.get_wakeup_generation()
ready.set()
start = time.monotonic()
woke = receiver.wait_for_change(generation, timeout=5)
result.put((woke, time.monotonic() - start))
receiver.close()
def _sibling_sender(stage_id, key):
sender = _stage_connector(stage_id - 1)
sender.put(str(stage_id - 1), str(stage_id), key, {"value": 3})
def test_sibling_stage_processes_share_wakeups():
# Stage engine processes are siblings under the launching process.
import multiprocessing
ctx = multiprocessing.get_context("fork")
ready, result = ctx.Event(), ctx.Queue()
key = f"wake_{uuid.uuid4().hex}"
receiver = ctx.Process(target=_sibling_receiver, args=(78, ready, result))
receiver.start()
assert ready.wait(5)
time.sleep(0.05)
sender = ctx.Process(target=_sibling_sender, args=(78, key))
sender.start()
sender.join(5)
woke, waited = result.get(timeout=5)
receiver.join(5)
assert woke and waited < 1.0
cleanup = SharedMemoryConnector({})
cleanup.cleanup(key)
def test_same_stage_receivers_are_independent_across_close_and_restart():
sender = _stage_connector(80)
first, second = _stage_connector(81), _stage_connector(81)
replacement = None
try:
first_generation = first.get_wakeup_generation()
second_generation = second.get_wakeup_generation()
assert first._wake_path != second._wake_path
sender._wake_receiver(81)
assert first.wait_for_change(first_generation, timeout=0.5)
assert second.wait_for_change(second_generation, timeout=0.5)
second_generation = second.get_wakeup_generation()
first.close()
assert first.get_wakeup_generation() is None
assert os.path.exists(second._wake_path)
replacement = _stage_connector(81)
replacement_generation = replacement.get_wakeup_generation()
sender._wake_receiver(81)
assert second.wait_for_change(second_generation, timeout=0.5)
assert replacement.wait_for_change(replacement_generation, timeout=0.5)
finally:
sender.close()
first.close()
second.close()
if replacement is not None:
replacement.close()
def test_partial_receiver_open_closes_fd_and_removes_only_own_fifo(monkeypatch, tmp_path):
import errno
from vllm_omni.distributed.omni_connectors.connectors import shm_connector as module
monkeypatch.setattr(module, "_wakeup_directory", lambda: str(tmp_path))
receiver = _stage_connector(82)
peer_path = tmp_path / "stage_82_peer"
os.mkfifo(peer_path, 0o600)
original_open = os.open
opened = []
def fail_hold_open(path, flags, *args, **kwargs):
if flags & os.O_WRONLY:
raise OSError(errno.EMFILE, "injected fd exhaustion")
fd = original_open(path, flags, *args, **kwargs)
opened.append(fd)
return fd
monkeypatch.setattr(module.os, "open", fail_hold_open)
try:
assert receiver.get_wakeup_generation() is None
assert list(tmp_path.iterdir()) == [peer_path]
assert len(opened) == 1
with pytest.raises(OSError, match="Bad file descriptor"):
os.fstat(opened[0])
finally:
receiver.close()
def test_wakeup_ignores_stale_fifo_and_non_fifo_paths(monkeypatch, tmp_path):
from vllm_omni.distributed.omni_connectors.connectors import shm_connector as module
monkeypatch.setattr(module, "_wakeup_directory", lambda: str(tmp_path))
sender, receiver = _stage_connector(83), _stage_connector(84)
plain = tmp_path / "84_plain"
plain.write_text("unchanged")
(tmp_path / "84_link").symlink_to(plain)
os.mkfifo(tmp_path / "84_stale", 0o600)
try:
generation = receiver.get_wakeup_generation()
sender._wake_receiver(84)
assert receiver.wait_for_change(generation, timeout=0.5)
assert plain.read_text() == "unchanged"
assert (tmp_path / "84_stale").exists()
finally:
sender.close()
receiver.close()
def test_waiter_does_not_read_fd_reused_after_close(monkeypatch, tmp_path):
from vllm_omni.distributed.omni_connectors.connectors import shm_connector as module
receiver = _stage_connector(85)
generation = receiver.get_wakeup_generation()
read_fd = receiver._wake_read_fd
path = tmp_path / "unrelated_ipc"
path.write_bytes(b"untouched")
reused = []
def close_during_select(*args):
receiver.close()
fd = os.open(path, os.O_RDONLY)
if fd != read_fd:
os.dup2(fd, read_fd)
os.close(fd)
reused.append(read_fd)
return [read_fd], [], []
monkeypatch.setattr(module.select, "select", close_during_select)
try:
assert not receiver.wait_for_change(generation, timeout=0.1)
assert os.lseek(read_fd, 0, os.SEEK_CUR) == 0
finally:
for fd in reused:
os.close(fd)
receiver.close()
def test_deployment_scope_survives_different_worker_parents(monkeypatch):
config = {"stage_id": 1, "extra": {"wakeup_scope": uuid.uuid4().hex}}
monkeypatch.setattr(os, "getppid", lambda: 111)
receiver = SharedMemoryConnector(config)
monkeypatch.setattr(os, "getppid", lambda: 222)
sender = SharedMemoryConnector(config)
try:
generation = receiver.get_wakeup_generation()
sender._wake_receiver(1)
assert receiver.wait_for_change(generation, timeout=0.1)
directory = receiver._wake_directory
finally:
receiver.close()
sender.close()
assert not os.path.exists(directory)
@pytest.mark.parametrize("value,expected", [("bad", 0.005), ("nan", 0.005), ("-1", 0.005), ("20", 0.02)])
def test_receive_poll_interval_validation(monkeypatch, value, expected):
from vllm_omni.distributed.omni_connectors.model_runner.omni_connector_payload_transport import _recv_poll_seconds
monkeypatch.setenv("VLLM_OMNI_CONNECTOR_RECV_POLL_MS", value)
assert _recv_poll_seconds() == expected