Python Lambda

 


A lambda function is a small anonymous function.


A lambda function can take any number of arguments, but can only have one expression.


Syntax

lambda arguments : expression

The expression is executed and the result is returned:


Example

Add 10 to argument a, and return the result:


x = lambda a : a + 10

print(x(5))

Lambda functions can take any number of arguments:


Example

Multiply argument a with argument b and return the result:


x = lambda a, b : a * b

print(x(5, 6))

Example

Summarize argument a, b, and c and return the result:


x = lambda a, b, c : a + b + c

print(x(5, 6, 2))

Why Use Lambda Functions?

The power of lambda is better shown when you use them as an anonymous function inside another function.


Say you have a function definition that takes one argument, and that argument will be multiplied with an unknown number:


def myfunc(n):

  return lambda a : a * n

Use that function definition to make a function that always doubles the number you send in:


Example

def myfunc(n):

  return lambda a : a * n


mydoubler = myfunc(2)


print(mydoubler(11))

Or, use the same function definition to make a function that always triples the number you send in:


Example

def myfunc(n):

  return lambda a : a * n


mytripler = myfunc(3)


print(mytripler(11))

Or, use the same function definition to make both functions, in the same program:

Example
def myfunc(n):
  return lambda a : a * n

mydoubler = myfunc(2)
mytripler = myfunc(3)

print(mydoubler(11))
print(mytripler(11))
Use lambda functions when an anonymous function is required for a short period of time.