Skip to content
Draft
Show file tree
Hide file tree
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
145 changes: 145 additions & 0 deletions tests/test_clear_failures.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,145 @@
# Copyright 2025 Huawei Technologies Co., Ltd. All Rights Reserved.
# Copyright 2025 The TransferQueue Team
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

"""All-shard cleanup controls with live payloads and real controller ownership."""

import asyncio
import pickle
from uuid import uuid4

import pytest
import ray
import torch
from tensordict import TensorDict

from transfer_queue.client import TransferQueueClient
from transfer_queue.controller import TransferQueueController
from transfer_queue.storage.simple_storage import SimpleStorageUnit
from transfer_queue.utils.zmq_utils import ZMQMessage, ZMQRequestType


@ray.remote(num_cpus=1)
class RejectingClearUnit(SimpleStorageUnit.__ray_metadata__.modified_class):
reject_clear = False

def set_clear_failure(self, enabled):
self.reject_clear = enabled

def _handle_clear(self, request):
if self.reject_clear:
return ZMQMessage.create(
request_type=ZMQRequestType.CLEAR_DATA_ERROR,
sender_id=self.storage_unit_id,
body={"message": "intentional live-shard clear failure"},
)
return super()._handle_clear(request)


@pytest.fixture(scope="module")
def ray_services():
assert not ray.is_initialized(), "requires a test-owned local Ray instance"
ray.init(
address="local",
num_cpus=4,
num_gpus=0,
include_dashboard=False,
object_store_memory=256 * 1024 * 1024,
namespace="clear-" + uuid4().hex,
)
yield
ray.shutdown()


@pytest.fixture
def queue(ray_services):
controller = TransferQueueController.remote(polling_mode=True)
units = [RejectingClearUnit.remote(config={"num_data_storage_units": 2}) for _ in range(2)]
infos = ray.get([controller.get_zmq_server_info.remote(), *[unit.get_zmq_server_info.remote() for unit in units]])
client = TransferQueueClient(client_id="clear-" + uuid4().hex, controller_info=infos[0])
client.initialize_storage_manager("SimpleStorage", {"zmq_info": {info.id: info for info in infos[1:]}})
try:
yield client, controller, units, infos[1:]
finally:
client.close()
try:
ray.get([unit.shutdown.remote() for unit in units], timeout=10)
finally:
for unit in units:
ray.kill(unit, no_restart=True)
ray.kill(controller, no_restart=True)


def _snapshot(client, path):
client.save_controller_checkpoint(str(path))
return pickle.loads(path.read_bytes())


def _put(client):
return client.put(TensorDict({"value": torch.tensor([[11], [22]])}, [2]), partition_id="partial")


@pytest.mark.parametrize("operation", ["samples", "partition"])
@pytest.mark.parametrize("failed_position", [0, 1])
def test_failed_live_shard_clear_keeps_ownership_and_settles_survivor(queue, tmp_path, operation, failed_position):
client, _, units, infos = queue
meta = _put(client)
assert len(meta.global_indexes) == 2
ray.get(units[failed_position].set_clear_failure.remote(True))
if operation == "samples":
clear = lambda: client.clear_samples(meta)
else:
clear = lambda: client.clear_partition("partial")
with pytest.raises(RuntimeError, match="intentional live-shard clear failure"):
clear()

state = _snapshot(client, tmp_path / "failed.pkl")
owned = set(meta.global_indexes)
assert owned.issubset(state["index_manager"]["allocated_indexes"])
assert not owned.intersection(state["index_manager"]["reusable_indexes"])
assert state["partitions"]["partial"].global_indexes == owned
survivor = units[1 - failed_position]
metrics = ray.get(survivor._handle_get_metrics.remote()).body
assert metrics["active_keys"] == 0
failed_id = infos[failed_position].id
group = client.storage_manager._group_by_hash(meta.global_indexes)[failed_id]
_, values = asyncio.run(
client.storage_manager._get_from_single_storage_unit(
group.global_indexes, ["value"], target_storage_unit=failed_id
)
)
assert [v.item() for v in values["value"]] == [11 if failed_position == 0 else 22]

# Retry is idempotent for the already-cleared shard and releases ownership only on success.
ray.get(units[failed_position].set_clear_failure.remote(False))
clear()
state = _snapshot(client, tmp_path / "success.pkl")
assert not owned.intersection(state["index_manager"]["allocated_indexes"])
assert owned.issubset(state["index_manager"]["reusable_indexes"])
assert all(ray.get(unit._handle_get_metrics.remote()).body["active_keys"] == 0 for unit in units)


@pytest.mark.parametrize("operation", ["samples", "partition"])
def test_successful_all_shard_clear_releases_ownership(queue, tmp_path, operation):
client, _, units, _ = queue
meta = _put(client)
assert [sample.item() for sample in client.get_data(meta)["value"].unbind()] == [11, 22]
if operation == "samples":
client.clear_samples(meta)
else:
client.clear_partition("partial")
state = _snapshot(client, tmp_path / "cleared.pkl")
assert not set(meta.global_indexes).intersection(state["index_manager"]["allocated_indexes"])
assert set(meta.global_indexes).issubset(state["index_manager"]["reusable_indexes"])
assert all(ray.get(unit._handle_get_metrics.remote()).body["active_keys"] == 0 for unit in units)
9 changes: 6 additions & 3 deletions transfer_queue/storage/managers/simple_storage_manager.py
Original file line number Diff line number Diff line change
Expand Up @@ -717,9 +717,12 @@ async def clear_data(self, metadata: BatchMeta) -> None:

results = await asyncio.gather(*tasks, return_exceptions=True)

for i, result in enumerate(results):
if isinstance(result, Exception):
logger.error(f"[{self.storage_manager_id}]: Error in clear operation task {i}: {result}")
for su_id, result in zip(routing, results, strict=True):
if isinstance(result, BaseException):
# Keep controller ownership until every physical clear has succeeded.
raise RuntimeError(
f"[{self.storage_manager_id}]: Failed to clear storage unit {su_id}: {result}"
) from result

@with_storage_unit_socket
async def _clear_single_storage_unit(self, global_indexes, target_storage_unit=None, socket=None):
Expand Down