Friday, 30 January 2026

Day 42:Not using __slots__ when needed



๐Ÿ Python Mistakes Everyone Makes ❌

Day 42: Not Using __slots__ When Needed

Python classes are flexible by default—but that flexibility comes with a cost. When you create many objects, not using __slots__ can silently waste memory and reduce performance.


❌ The Mistake

Defining classes without __slots__ when you know exactly which attributes the objects will have.

class Point:
   def __init__(self, x, y):
      self.x = x 
        self.y = y

This looks perfectly fine—but every instance gets a __dict__ to store attributes dynamically.


❌ Why This Fails

  • Each object stores attributes in a __dict__

  • Extra memory overhead per instance

  • Slower attribute access

  • Allows accidental creation of new attributes

  • Becomes expensive when creating thousands or millions of objects

This usually goes unnoticed until performance or memory becomes a problem.


✅ The Correct Way

Use __slots__ when:

  • Object structure is fixed

  • You care about memory or speed

  • You’re creating many instances

class Point:
    __slots__ = ("x", "y")

  def __init__(self, x, y):
        self.x = x 
        self.y = y

✅ What __slots__ Gives You

  • ๐Ÿš€ Lower memory usage

  • ⚡ Faster attribute access

  • ๐Ÿ›‘ Prevents accidental attributes

  • ๐Ÿง  Clear object structure

p = Point(1, 2)
p.z = 3 # ❌ AttributeError

This is a feature, not a limitation.


๐Ÿง  When NOT to Use __slots__

  • When objects need dynamic attributes

  • When subclassing extensively (needs extra care)

  • When simplicity matters more than optimization


๐Ÿง  Simple Rule to Remember

๐Ÿ Many objects + fixed attributes → use __slots__
๐Ÿ Few objects or flexible design → skip it


๐Ÿš€ Final Takeaway

__slots__ is not mandatory—but it’s powerful when used correctly.

Use it when:

  • Performance matters

  • Memory matters

  • Object structure is predictable

Write Python that’s not just correct—but efficient too.

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