late binding closure in Python

Python performs late binding for variables used in a closure. This means the value of variables are looked up when the closure is called.

Example

For example, when we write

def create_multipliers():
   return [lambda x : i * x for i in range(5)]
    
for multiplier in create_multipliers():
   print(multiplier(2), end=' ')

We will print 5 8s rather than 0 2 4 6 8 .

In this case, even though 5 closures are created, they all look up i after the for i in range(5) is finished, and the value of i in that time is 4.

References

• Common Gotchas — The Hitchhiker’s Guide to Python