Created
October 18, 2012 01:19
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Hacks that make Python more functional
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from functional import fun | |
from itertools import imap, ifilter, takewhile, count | |
@fun(2) | |
def add(x,y): return x + y | |
# Here I define a function which takes a string and shows what it evaluates to. | |
@fun(1) | |
def evalPrint(s): | |
print "%s -> %s" % (s, eval(s)) | |
# Now we can use add in a variety of useful ways | |
evalPrint("add(1)(2)") | |
evalPrint("add(1, 2)") | |
evalPrint("1 |add| 2") | |
# Now these sorts of function signatures actually make sense: | |
# mymap : (a -> b) -> [a] -> [b] | |
@fun(2) | |
def mymap(f, xs): | |
r = [] | |
for x in xs: | |
r.append(f(x)) | |
return r | |
# myfilter : (a -> Bool) -> [a] -> [a] | |
@fun(2) | |
def myfilter(p, xs): | |
r = [] | |
for x in xs: | |
if p(x): r.append(x) | |
return r | |
# Equivalent of Haskell: map (1+) . filter (> 0) $ [-3,-2,-1,0,1,2,3] | |
evalPrint("mymap(1 |add) * myfilter(lambda x: x > 0) | [-3,-2,-1,0,1,2,3]") | |
@fun(10) | |
def f(a,b,c,d,e,f,g,h,j,k): | |
return a + b + c + d + e + f + g + h + j + k | |
evalPrint("f(1)(2)(3)(4)(5)(6)(7)(8)(9)(10)") | |
@fun(3) | |
# flip : (a -> b -> c) -> b -> a -> c | |
def flip(f, x, y): | |
return f(y, x) | |
@fun(1) | |
def reverse(xs): | |
ys = list(xs) | |
ys.reverse() | |
return ys.__iter__() | |
# ifoldl : Iterator i => (a -> b -> a) -> a -> i b -> a | |
@fun(3) | |
def ifoldl(f, acc, xs): | |
for i in xs: | |
acc = f(acc, i) | |
return acc | |
# ifoldr : Iterator i => (a -> b -> b) -> b -> i a -> b | |
@fun(2) | |
def ifoldr(f, acc): return ifoldl(f, acc) * reverse | |
# Promote some itertools defs | |
imap = fun(2, imap) | |
ifilter = fun(2, ifilter) | |
takewhile = fun(2, takewhile) | |
# Sum all odd numbers less than 1000 | |
evalPrint("ifoldl(add, 0) * ifilter(lambda x: x % 2 == 1) * takewhile(lambda x: x < 1000) | count(0)") |
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# Wrapper around an ordinary function, providing such functionality as | |
# partial application (currying), composition, and using functions | |
# as infix operators. | |
class Function(object): | |
# Function to curry another function of an arbitrary number of arguments > 2. | |
# __curry(f, 2) = lambda a2: Function(lambda a1: f(a2, a1)) | |
# __curry(f, 3) = lambda a3: Function(lambda a2: Function(lambda a1: f(a3, a2, a1))) | |
# ... | |
# I don't think it's possible to define this using ordinary Python, so I use | |
# some metaprogramming. | |
@staticmethod | |
def __curry(f, n): | |
# Generates strings like "lambda a2: Function(lambda a1: f(a2, a1))", using | |
# a somewhat nontrivial recursive function. | |
# genCurry : Int x Int -> String | |
def genCurry(m, n): | |
# Helper function to remove outermost elements of a sequence. | |
# cut : [a] -> [a] | |
def cut(xs): | |
return xs[1:len(xs)-1] | |
if(n == 2): | |
return "lambda a2: Function(lambda a1: f(%s))" % \ | |
cut(filter(lambda c: c != '\'', \ | |
str(map(lambda n: "a" + str(n), \ | |
range(m, 0, -1))))) | |
else: | |
return "lambda a%d: Function(%s)" % (n, genCurry(m, n - 1)) | |
return eval(genCurry(n, n), {'Function': Function, 'f': f}) | |
# Constructs a ``promoted function'' from an ordinary function and, optionally, | |
# the number of arguments it takes (default 1) | |
def __init__(self, function, nargs=1): | |
if(nargs == 1): | |
self.function = function | |
elif(nargs >= 2): | |
self.function = Function.__curry(function, nargs) | |
# Calls the curried function with an arbitrary number of provided args | |
def __call__(self, *args): | |
f = self.function | |
for arg in args: f = f(arg) | |
return f | |
# Here I override the * operator to provide function composition. I think this | |
# is a fine convention, since * is usually used to denote a | |
# (not-necessarily-commutative) monoid operation. | |
# (*) : (b -> c) -> (a -> b) -> a -> c | |
def __mul__(self, other): | |
return Function(lambda x: self.function(other(x))) | |
# These allow us to use vertical bars to represent function application with | |
# the argument on the left or right, permitting infix operators | |
# ap : (a -> b) -> a -> b | |
def __or__(self, other): | |
return self.function(other) | |
__ror__ = __or__ | |
def __repr__(self): | |
return "<promoted function %s>" % (self.function) | |
# Convenience method for promoting functions | |
def fun(n, f): return Function(f, nargs=n) | |
fun = Function(fun, nargs=2) # Promote fun itself |
Yeah, that's much better. Thanks.
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