Python Functions

Programming Functions

A function is a block of organized code that is used to perform a single task. They provide better modularity for your application and reuse-ability.

Function arguments

A function can take arguments and return values:

In the following example, the function say_hello receives the argument “name” and prints a greeting:

>>> def say_hello(name):
...    print(f'Hello {name}')
>>> say_hello('Carlos')
# Hello Carlos

>>> say_hello('Wanda')
# Hello Wanda

>>> say_hello('Rose')
# Hello Rose

Keyword Arguments

To improve code readability, we should be as explicit as possible. We can achieve this in our functions by using Keyword Arguments:

>>> def say_hi(name, greeting):
...    print(f"{greeting} {name}")
>>> # without keyword arguments
>>> say_hi('John', 'Hello')
# Hello John

>>> # with keyword arguments
>>> say_hi(name='Anna', greeting='Hi')
# Hi Anna

Return Values

When creating a function using the def statement, you can specify what the return value should be with a return statement. A return statement consists of the following:

  • The return keyword.

  • The value or expression that the function should return.

>>> def sum_two_numbers(number_1, number_2):
...    return number_1 + number_2
>>> result = sum_two_numbers(7, 8)
>>> print(result)
# 15

Local and Global Scope

  • Code in the global scope cannot use any local variables.

  • However, a local scope can access global variables.

  • Code in a function’s local scope cannot use variables in any other local scope.

  • You can use the same name for different variables if they are in different scopes. That is, there can be a local variable named spam and a global variable also named spam.

global_variable = 'I am available everywhere'

>>> def some_function():
...     print(global_variable)  # because is global
...     local_variable = "only available within this function"
...     print(local_variable)
>>> # the following code will trow error because
>>> # 'local_variable' only exists inside 'some_function'
>>> print(local_variable)
Traceback (most recent call last):
  File "<stdin>", line 10, in <module>
NameError: name 'local_variable' is not defined

The global Statement

If you need to modify a global variable from within a function, use the global statement:

>>> def spam():
...     global eggs
...     eggs = 'spam'
>>> eggs = 'global'
>>> spam()
>>> print(eggs)

There are four rules to tell whether a variable is in a local scope or global scope:

  1. If a variable is being used in the global scope (that is, outside all functions), then it is always a global variable.

  2. If there is a global statement for that variable in a function, it is a global variable.

  3. Otherwise, if the variable is used in an assignment statement in the function, it is a local variable.

  4. But if the variable is not used in an assignment statement, it is a global variable.

Lambda Functions

In Python, a lambda function is a single-line, anonymous function, which can have any number of arguments, but it can only have one expression.

From the Python 3 Tutorial

lambda is a minimal function definition that can be used inside an expression. Unlike FunctionDef, body holds a single node.

Single line expression

Lambda functions can only evaluate an expression, like a single line of code.

This function:

>>> def add(x, y):
...     return x + y
>>> add(5, 3)
# 8

Is equivalent to the lambda function:

>>> add = lambda x, y: x + y
>>> add(5, 3)
# 8

Like regular nested functions, lambdas also work as lexical closures:

>>> def make_adder(n):
...     return lambda x: x + n
>>> plus_3 = make_adder(3)
>>> plus_5 = make_adder(5)

>>> plus_3(4)
# 7
>>> plus_5(4)
# 9