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A better aio rwlock that guarantees the order (#2547)
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merrymercy authored Dec 22, 2024
1 parent 8496701 commit 41b1db6
Showing 1 changed file with 72 additions and 66 deletions.
138 changes: 72 additions & 66 deletions python/sglang/srt/aio_rwlock.py
Original file line number Diff line number Diff line change
Expand Up @@ -2,93 +2,99 @@


class RWLock:
"""
A Read-Write Lock for asyncio:
- Multiple readers can hold the lock in parallel if no writer holds it.
- A writer has exclusive access.
"""

def __init__(self):
self._readers = 0 # How many readers currently hold the lock
# Protects internal state
self._lock = asyncio.Lock()

# Condition variable used to wait for state changes
self._cond = asyncio.Condition(self._lock)

# Number of readers currently holding the lock
self._readers = 0

# Whether a writer is currently holding the lock
self._writer_active = False
self._lock = asyncio.Lock() # Internal mutex to protect state
# Conditions associated with _lock:
self._readers_ok = asyncio.Condition(self._lock) # Notify blocked readers
self._writers_ok = asyncio.Condition(self._lock) # Notify blocked writers

# Expose two async context-manager helpers:
self.reader_lock = self._ReaderLock(self)
self.writer_lock = self._WriterLock(self)
# How many writers are queued waiting for a turn
self._waiting_writers = 0

async def _acquire_reader(self):
@property
def reader_lock(self):
"""
Wait until there is no active writer.
Then increment the count of active readers.
A context manager for acquiring a shared (reader) lock.
Example:
async with rwlock.reader_lock:
# read-only access
"""
async with self._lock:
# If a writer is active, wait until it's done.
while self._writer_active:
await self._readers_ok.wait()
self._readers += 1
return _ReaderLock(self)

async def _release_reader(self):
@property
def writer_lock(self):
"""
Decrement the count of active readers.
If this was the last active reader, wake up a possible waiting writer.
A context manager for acquiring an exclusive (writer) lock.
Example:
async with rwlock.writer_lock:
# exclusive access
"""
return _WriterLock(self)

async def acquire_reader(self):
async with self._lock:
# Wait until there is no active writer or waiting writer
# to ensure fairness.
while self._writer_active or self._waiting_writers > 0:
await self._cond.wait()
self._readers += 1

async def release_reader(self):
async with self._lock:
self._readers -= 1
# If no more readers, a writer could proceed.
# If this was the last reader, wake up anyone waiting
# (potentially a writer or new readers).
if self._readers == 0:
self._writers_ok.notify()
self._cond.notify_all()

async def _acquire_writer(self):
"""
Wait until there is no active writer and no active readers.
Then mark a writer as active.
"""
async def acquire_writer(self):
async with self._lock:
while self._writer_active or self._readers > 0:
await self._writers_ok.wait()
self._writer_active = True

async def _release_writer(self):
"""
Mark the writer as done and notify readers and writers.
"""
# Increment the count of writers waiting
self._waiting_writers += 1
try:
# Wait while either a writer is active or readers are present
while self._writer_active or self._readers > 0:
await self._cond.wait()
self._writer_active = True
finally:
# Decrement waiting writers only after we've acquired the writer lock
self._waiting_writers -= 1

async def release_writer(self):
async with self._lock:
self._writer_active = False
# Allow any waiting readers to proceed:
self._readers_ok.notify_all()
# Allow next waiting writer to proceed:
self._writers_ok.notify()
# Wake up anyone waiting (readers or writers)
self._cond.notify_all()

class _ReaderLock:
"""
A simple async context manager that acquires a reader lock
on entering and releases it on exit.
"""

def __init__(self, parent: "RWLock"):
self._parent = parent
class _ReaderLock:
def __init__(self, rwlock: RWLock):
self._rwlock = rwlock

async def __aenter__(self):
await self._parent._acquire_reader()
async def __aenter__(self):
await self._rwlock.acquire_reader()
return self

async def __aexit__(self, exc_type, exc_val, exc_tb):
await self._parent._release_reader()
async def __aexit__(self, exc_type, exc_val, exc_tb):
await self._rwlock.release_reader()

class _WriterLock:
"""
A simple async context manager that acquires a writer lock
on entering and releases it on exit.
"""

def __init__(self, parent: "RWLock"):
self._parent = parent
class _WriterLock:
def __init__(self, rwlock: RWLock):
self._rwlock = rwlock

async def __aenter__(self):
await self._parent._acquire_writer()
async def __aenter__(self):
await self._rwlock.acquire_writer()
return self

async def __aexit__(self, exc_type, exc_val, exc_tb):
await self._parent._release_writer()
async def __aexit__(self, exc_type, exc_val, exc_tb):
await self._rwlock.release_writer()

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