# Pipes Again

Python's PyMonad library provides some neat utilities for functional programming. Here's a Python pipe function from a previous post.

```
pipe = lambda *fns: lambda x: reduce(lambda y, f: f(y), list(fns), x)
g = lambda n: n + 1
f = lambda n: n * 2
h = pipe(g, f)
h(20) #42
```

Obviously not pretty with all of the lambda keywords. The code below accomplishes the same with the PyMonad library and the `*`

function composition operator.

```
from pymonad import curry
@curry
def g(n):
return n + 1
@curry
def f(n):
return n * 2
h = f * g
h(20) #42
```