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What is the performance difference between shallow and deep copy in programming?

An example of an AI chatbot conversation about performance comparison of shallow vs deep copy.

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You

What is the performance difference between shallow and deep copy in programming?

MagicBuddy
MagicBuddy

Shallow copy creates a new object but inserts references into it to the objects found in the original. Deep copy creates a new object and recursively copies all objects found in the original, leading to more memory usage.

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You

Which one is faster, shallow copy or deep copy?

MagicBuddy
MagicBuddy

Shallow copy is generally faster because it only copies references, while deep copy involves more overhead due to the recursive copying of all objects.

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You

Can you give me an example of when to use each?

MagicBuddy
MagicBuddy

Use shallow copy when you want a new object but can share the inner objects. Use deep copy when you need a completely independent object.

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You

What are the potential issues with using shallow copy?

MagicBuddy
MagicBuddy

The main issue is that changes to mutable objects in the original will affect the shallow copy since they share references.

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