Os Ipc Shared Memory
DodaTech
1 min read
In this tutorial, you'll learn about How to Fix Shared Memory Errors. We cover key concepts, practical examples, and best practices.
Fix shared memory errors when shared memory without synchronization causes data races.
Quick Fix
Wrong
import multiprocessing.shared_memory as shm
shm=shm.SharedMemory('data',create=True,size=1024)
# Multiple processes write to same location without locks!
Process A writes while Process B reads/writes. Corrupted data. Race condition.
Right
import multiprocessing.shared_memory as shm
import multiprocessing as mp
lock=mp.Lock()
def writer():
with lock:
shm.buf[:4]=b'test'
def reader():
with lock:
data=bytes(shm.buf[:4])
print(data)
lock.acquire() # synchronize access
writer() and reader() synchronized via Lock. No data races.
Prevention
Use Lock or Semaphore with shared memory. Shared memory itself provides no synchronization.
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