Can a lambda function call itself recursively in Python?

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A regular function can contain a call to itself in its definition, no problem. I can't figure out how to do it with a lambda function though for the simple reason that the lambda function has no name to refer back to. Is there a way to do it? How?

15 Answers

The only way I can think of to do this amounts to giving the function a name:

fact = lambda x: 1 if x == 0 else x * fact(x-1)

or alternately, for earlier versions of python:

fact = lambda x: x == 0 and 1 or x * fact(x-1)

Update: using the ideas from the other answers, I was able to wedge the factorial function into a single unnamed lambda:

>>> map(lambda n: (lambda f, *a: f(f, *a))(lambda rec, n: 1 if n == 0 else n*rec(rec, n-1), n), range(10))
[1, 1, 2, 6, 24, 120, 720, 5040, 40320, 362880]

So it's possible, but not really recommended!

Contrary to what sth said, you CAN directly do this.

(lambda f: (lambda x: f(lambda v: x(x)(v)))(lambda x: f(lambda v: x(x)(v))))(lambda f: (lambda i: 1 if (i == 0) else i * f(i - 1)))(n)

The first part is the fixed-point combinator Y that facilitates recursion in lambda calculus

Y = (lambda f: (lambda x: f(lambda v: x(x)(v)))(lambda x: f(lambda v: x(x)(v))))

the second part is the factorial function fact defined recursively

fact = (lambda f: (lambda i: 1 if (i == 0) else i * f(i - 1)))

Y is applied to fact to form another lambda expression

F = Y(fact)

which is applied to the third part, n, which evaulates to the nth factorial

>>> n = 5
>>> F(n)
120

or equivalently

>>> (lambda f: (lambda x: f(lambda v: x(x)(v)))(lambda x: f(lambda v: x(x)(v))))(lambda f: (lambda i: 1 if (i == 0) else i * f(i - 1)))(5)
120

If however you prefer fibs to facts you can do that too using the same combinator

>>> (lambda f: (lambda x: f(lambda v: x(x)(v)))(lambda x: f(lambda v: x(x)(v))))(lambda f: (lambda i: f(i - 1) + f(i - 2) if i > 1 else 1))(5)
8

You can't directly do it, because it has no name. But with a helper function like the Y-combinator Lemmy pointed to, you can create recursion by passing the function as a parameter to itself (as strange as that sounds):

# helper function
def recursive(f, *p, **kw):
   return f(f, *p, **kw)

def fib(n):
   # The rec parameter will be the lambda function itself
   return recursive((lambda rec, n: rec(rec, n-1) + rec(rec, n-2) if n>1 else 1), n)

# using map since we already started to do black functional programming magic
print map(fib, range(10))

This prints the first ten Fibonacci numbers: [1, 1, 2, 3, 5, 8, 13, 21, 34, 55],

Yes. I have two ways to do it, and one was already covered. This is my preferred way.

(lambda v: (lambda n: n * __import__('types').FunctionType(
        __import__('inspect').stack()[0][0].f_code, 
        dict(__import__=__import__, dict=dict)
    )(n - 1) if n > 1 else 1)(v))(5)

By the way, instead of slow calculation of Fibonacci:

f = lambda x: 1 if x in (1,2) else f(x-1)+f(x-2)

I suggest fast calculation of Fibonacci:

fib = lambda n, pp=1, pn=1, c=1: pp if c > n else fib(n, pn, pn+pp, c+1)

It works really fast.

Also here is factorial calculation:

fact = lambda n, p=1, c=1: p if c > n else fact(n, p*c, c+1)

We can now use new python syntax to make it way shorter and easier to read:

Fibonacci:

>>> (f:=lambda x: 1 if x <= 1 else f(x - 1) + f(x - 2))(5)
8

Factorial:

>>> (f:=lambda x: 1 if x == 0 else x*f(x - 1))(5)
120

We use := to name the lambda: use the name directly in the lambda itself and call it right away as an anonymous function.

(see https://www.python.org/dev/peps/pep-0572)

I know this is an old thread, but it ranks high on some google search results :). With the arrival of python 3.8 you can use the walrus operator to implement a Y-combinator with less syntax!

fib = (lambda f: (rec := lambda args: f(rec, args)))\
      (lambda f, n: n if n <= 1 else f(n-2) + f(n-1))

As simple as:

fac = lambda n: 1 if n <= 1 else n*fac(n-1)

Lambda can easily replace recursive functions in Python:

For example, this basic compound_interest:

def interest(amount, rate, period):
    if period == 0: 
        return amount
    else:
        return interest(amount * rate, rate, period - 1)

can be replaced by:

lambda_interest = lambda a,r,p: a if p == 0 else lambda_interest(a * r, r, p - 1)

or for more visibility :

lambda_interest = lambda amount, rate, period: \
amount if period == 0 else \
lambda_interest(amount * rate, rate, period - 1)

USAGE:

print(interest(10000, 1.1, 3))
print(lambda_interest(10000, 1.1, 3))

Output:

13310.0
13310.0

If you were truly masochistic, you might be able to do it using C extensions, but this exceeds the capability of a lambda (unnamed, anonymous) functon.

No. (for most values of no).

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