sandeepk

—date:2019-09-19 originally posted here

Today we will talk about Closure a functional object in Python.

Closure is a function object which has access to the local variables/free variables of the enclosing scope and can be executed outside its scope. Nested function is a Closure function if

• It can access variables that are local to enclosing scope.
• It can be executed outside for its scope.

Closure can be used for one of these

• Replacing the hard coded constants.
• Eliminating global.
• Can be used for data hiding and many other things.

So lets see with a code snippet to see how closure and nested function are different from each other.

# nested functions 
def inc_x(x):  
    def add_10(x=x):
        print("{0} is increased by 10 = {1}".format(x, x+10)) 
    return add_10()  # remember about the parenthesis.
  
inc_value = inc_x(10)
inc_value  #Output: 10 is increased by 10 = 20

So the above function will be called a Nested function, not a Closure because

• Inner function [add10] doesn't access the local variable of enclosing function incx. It used the value of X rather than using a reference.
• Inner function [add10] cannot be executed outside the scope of incx.

Now let see the Closure function example.

# closure functions 
def inc_x(x):  
    def add_10(): 
        print("{0} is increased by 10 = {1}".format(x, x+10)) 
    return add_10 # returning function without parenthesis, passing only references.

inc_value = inc_x(10)
# We are able to execute the inner function outside its scope.
inc_value() 
#Output: 10 is increased by 10 = 20

So above code will be called as Closure function rather than Nested function because

• add10 function is accessing the local variable of the incx function. Here a reference to the local variable of incx is maintained in the add10.
• add10 can even be executed outside the body/scope of incx function.

Closure in python is created by a function call, here every time incx is called a new instance of this function is created. So whenever you call incx a binding reference is made to x which is used in add_10 function.

So let see how under the hood these variable reference are maintained

• Function attributes func_closure in python < 3.X or closure in python > 3. X save the these references to these variable or also called as free variable. Let see how to access these values.

# Taking same example for the above code
def inc_x(x):  
    def add_10(): 
        print("{0} is increased by 10 = {1}".format(x, x+10)) 
    return add_10

add_10 = inc_x(30)

add_10()
# Output: 30 is increased by 10 = 40

# Checking whether it is Closure or not.

'__closure__'  in  dir(add\_10)

# Output: True

# Getting the free variable value from closure.

add_10.__closure__[0].cell_contents 

# Output: 30

While talking about the closure we also heard the term free variables which is also an interesting topic to discuss, which I will cover in the next blog post, till then

Cheers !! :)
Happy Learning