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Add Future classes that support sending and receiving signals before …
…executing coroutines. PiperOrigin-RevId: 717954472
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# Copyright 2024 The Orbax Authors. | ||
# | ||
# 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. | ||
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"""Futures that can be used for signaling for synchronization.""" | ||
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import threading | ||
from typing import Any, Coroutine, Optional | ||
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from absl import logging | ||
from orbax.checkpoint._src import asyncio_utils | ||
from orbax.checkpoint._src.futures import synchronization | ||
from orbax.checkpoint._src.multihost import multihost | ||
from typing_extensions import Protocol | ||
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get_unique_barrier_key = ( | ||
synchronization.HandlerAwaitableSignalBarrierKeyGenerator.get_unique_barrier_key | ||
) | ||
_SIGNAL_ACTION_SUCCESS = 'signal_action_success' | ||
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class Future(Protocol): | ||
"""Abstracted Orbax Future class. | ||
This is used to represent the return value of | ||
AsyncCheckpointHandler.async_save. This method may return multiple related, | ||
but potentially distinct, future objects. Common examples may include | ||
tensorstore.Future or concurrent.futures.Future. Since these types are not | ||
strictly related to one another, we merely enforce that any returned future | ||
must have a `result` method which blocks until the future's operation | ||
completes. Importantly, calling `result` should not *start* execution of the | ||
future, but merely wait for an ongoing operation to complete. | ||
""" | ||
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def result(self, timeout: Optional[int] = None) -> Any: | ||
"""Waits for the future to complete its operation.""" | ||
... | ||
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class _SignalingThread(threading.Thread): | ||
"""Thread that raises an exception if it encounters an error. | ||
Waits for signals to be received before proceeding with the target function. | ||
Then sends signals to indicate that the target function has completed. | ||
""" | ||
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_exception: Optional[Exception] = None | ||
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def __init__( | ||
self, | ||
*, | ||
send_signals: list[synchronization.HandlerAwaitableSignal], | ||
receive_signals: list[synchronization.HandlerAwaitableSignal], | ||
timeout_secs: int = 600, | ||
**kwargs, | ||
): | ||
"""Constructor. | ||
Args: | ||
send_signals: Signals to send to indicate that the target function has | ||
completed. | ||
receive_signals: Signals to wait for before proceeding with the target | ||
function. | ||
timeout_secs: Timeout in seconds for waiting for signals. | ||
**kwargs: Keyword arguments passed to the base class. | ||
""" | ||
super().__init__(**kwargs) | ||
self._send_signals = send_signals | ||
self._receive_signals = receive_signals | ||
self._timeout_secs = timeout_secs | ||
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def _wait_for_signals(self): | ||
"""Waits for signals to be set.""" | ||
for signal in self._receive_signals: | ||
logging.vlog( | ||
1, | ||
'[process=%d][thread=%s] Waiting for <%s> timeout: %d secs to be set', | ||
multihost.process_index(), | ||
threading.current_thread().name, | ||
signal.value, | ||
self._timeout_secs, | ||
) | ||
barrier_key = get_unique_barrier_key(signal) | ||
client = multihost.get_jax_distributed_client() | ||
client.blocking_key_value_get(barrier_key, self._timeout_secs * 1000) | ||
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def _set_signals(self): | ||
"""Sets the barrier keys for the signals using send_signals.""" | ||
for signal in self._send_signals: | ||
logging.vlog( | ||
1, | ||
'[process=%d][thread=%s] Signalling completion of <%s>.', | ||
multihost.process_index(), | ||
threading.current_thread().name, | ||
signal.value, | ||
) | ||
barrier_key = get_unique_barrier_key(signal) | ||
client = multihost.get_jax_distributed_client() | ||
client.key_value_set(barrier_key, _SIGNAL_ACTION_SUCCESS) | ||
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def run(self): | ||
"""Runs the target function after waiting for signals.""" | ||
try: | ||
self._wait_for_signals() | ||
super().run() | ||
self._set_signals() | ||
except Exception as e: # pylint: disable=broad-exception-caught | ||
self._exception = e | ||
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def join(self, timeout: Optional[float] = None): | ||
"""Waits for the target function to complete.""" | ||
super().join(timeout=timeout) | ||
if self._exception is not None: | ||
raise self._exception | ||
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class CommitFuture(Future): | ||
"""Represents the result of a background commit. | ||
May send signals to indicate that the commit has completed. Can also receive | ||
signals to indicate that the commit should proceed. | ||
""" | ||
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def __init__( | ||
self, | ||
coro: Coroutine[Any, Any, None], | ||
*, | ||
name: str | None = None, | ||
send_signals: list[synchronization.HandlerAwaitableSignal] | None = None, | ||
receive_signals: ( | ||
list[synchronization.HandlerAwaitableSignal] | None | ||
) = None, | ||
timeout_secs: int = 600, | ||
): | ||
"""Constructor. | ||
Args: | ||
coro: The coroutine to run. | ||
name: The name of the thread. | ||
send_signals: Signals to send to indicate that the commit has completed. | ||
receive_signals: Signals to wait for before proceeding with the commit. | ||
timeout_secs: Timeout in seconds for waiting for signals. | ||
""" | ||
super().__init__() | ||
send_signals = send_signals or [] | ||
receive_signals = receive_signals or [] | ||
self._t = _SignalingThread( | ||
send_signals=send_signals, | ||
receive_signals=receive_signals, | ||
timeout_secs=timeout_secs, | ||
target=lambda: asyncio_utils.run_sync(coro), | ||
name=name, | ||
) | ||
self._t.start() | ||
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def result(self, timeout: Optional[float] = None) -> Any: | ||
"""Waits for the commit to complete.""" | ||
return self._t.join(timeout=timeout) |
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