Error Message 

  MemoryError: out of memory

What It Means

Python raised MemoryError because something in your code violated language rules or runtime expectations.

Common Causes

  1. Typo in variable, function, or module name
  2. Wrong data type for the operation
  3. Missing import or uninstalled dependency
  4. Incorrect indentation or syntax

How to Fix

Process data in chunks; use generators.

Example 

  # Problem scenario related to MemoryError
# ... code that triggers the error ...

# Fixed version
# Apply the fix described above

Prevention

  • Run python -m py_compile script.py before committing
  • Use a linter (ruff, flake8) and type checker (mypy)
  • Write tests for edge cases (empty input, None, zero)