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How Can I Determine the Size of a Python Object Using `sys.getsizeof()`?

Mary-Kate Olsen
Mary-Kate OlsenOriginal
2024-12-19 16:39:09171browse

How Can I Determine the Size of a Python Object Using `sys.getsizeof()`?

Determining Object Size in Python with sys.getsizeof

Determining the size of an object in Python is essential for optimizing memory usage and understanding the memory footprint of your applications. This can be achieved using the sys.getsizeof function from the sys module.

Function Usage:

sys.getsizeof(object[, default])

Parameters:

  • object: The object whose size is to be determined.
  • default (optional): A default value to return if the object type does not provide a means to determine its size.

Return Value:

sys.getsizeof returns the size of the specified object in bytes. This includes the memory consumption directly attributed to the object but not the memory consumption of objects it references.

Example:

import sys

x = 2
object_size = sys.getsizeof(x)
print(object_size)  # Output: 24

In this example, we determine the size of the integer object x. The result is 24 bytes.

Additional Considerations:

  • For objects managed by the garbage collector, sys.getsizeof includes an additional overhead to account for the garbage collector's metadata.
  • Some object types may not provide a means to retrieve their size, in which case the default argument can be used to define a value to return.
  • Python versions prior to 2.6 do not have sys.getsizeof. An alternative module can be used instead for these versions.

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