Os Memory Mmap
DodaTech
1 min read
In this tutorial, you'll learn about How to Fix Memory. We cover key concepts, practical examples, and best practices.
Fix memory-mapped file errors when loading large file entirely into memory instead of mmap.
Quick Fix
Wrong
with open('large.bin','rb') as f:
data=f.read() # loads entire file into RAM!
process(data)
Large file loaded entirely into RAM. Out of memory for files larger than physical memory.
Right
import mmap, os
with open('large.bin','r+b') as f:
with mmap.mmap(f.fileno(),0) as mm:
print(f'Size: {len(mm)}') # virtual, not physical
# Access like a bytearray, OS handles paging
chunk=mm[4096:8192] # only this page loaded
File accessed via virtual memory. OS pages data on demand. Large files without OOM.
Prevention
mmap maps file to virtual address space. OS loads pages on demand. Efficient for large files.
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