Garbage Collection Hook in Python
April 29, 2019
Credit to Jake VanderPlas for triggering this discovery with this tweet.
Turns out there’s a data model method (aka dunder method) that’s called when an object is deleted in python. This includes when the object is garbage collected. We can expand on the thing Jake was trying to do in the above tweet by decrementing the instance count in the “destructor” method
class InstanceCounter: _num_instances = 0 def __init__(self): InstanceCounter._num_instances += 1 def __del__(self): InstanceCounter._num_instances -= 1
No guarantees that this is in any way safe or reliable, but it will illustrate the point nicely.
>>> ic1 = InstanceCounter() >>> InstanceCounter._num_instances 1 >>> del ic1 >>> InstanceCounter._num_instances 0
So it works as expected with
We can trigger GC by creating an instance inside of a function and letting it fall out of scope.
>>> def test_gc(): ... ic = InstanceCounter() ... print(InstanceCounter._num_instances) ... >>> test_gc() 1 >>> test_gc() 1
We can see that each time
ic falls out of scope, GC is triggered,
__del__ is called &
_num_instances is decremented.
Maybe I’m not creative enough, but I can’t imagine any good reasons to use this. Anything to do with “cleaning up” after
usage should be covered using a
with statement, but I’m sure there are some cool use cases out there in the wild.