Python Argument Binders
functools.partial
returns a callable wrapping a function with some or all of the arguments frozen.
import sys
import functools
print_hello = functools.partial(sys.stdout.write, "Hello world\n")
print_hello()
Hello world
The above usage is equivalent to the following lambda
.
print_hello = lambda *a, **kw: sys.stdout.write("Hello world\n", *a, **kw)
I'm not overly familiar with boost::bind, but the partial
function from functools
may be a good start:
>>> from functools import partial
>>> def f(a, b):
... return a+b
>>> p = partial(f, 1, 2)
>>> p()
3
>>> p2 = partial(f, 1)
>>> p2(7)
8
If functools.partial
is not available then it can be easily emulated:
>>> make_printer = lambda s: lambda: sys.stdout.write("%s\n" % s)
>>> import sys
>>> print_hello = make_printer("hello")
>>> print_hello()
hello
Or
def partial(func, *args, **kwargs):
def f(*args_rest, **kwargs_rest):
kw = kwargs.copy()
kw.update(kwargs_rest)
return func(*(args + args_rest), **kw)
return f
def f(a, b):
return a + b
p = partial(f, 1, 2)
print p() # -> 3
p2 = partial(f, 1)
print p2(7) # -> 8
d = dict(a=2, b=3)
p3 = partial(f, **d)
print p3(), p3(a=3), p3() # -> 5 6 5
lambdas allow you to create a new unnamed function with less arguments and call the function!
>>> def foobar(x,y,z):
... print "%d, %d, %d" % (x,y,z)
>>> foobar(1,2,3) # call normal function
>>> bind = lambda x: foobar(x, 10, 20) # bind 10 and 20 to foobar
>>> bind(1) # print 1, 10, 20
>>> bind = lambda: foobar(1,2,3) # bind all elements
>>> bind() # print 1, 2, 3
edit
https://docs.python.org/2/library/functools.html#functools.partial
if you are planning to use named argument binding in the function call this is also applicable:
>>> from functools import partial
>>> barfoo = partial(foobar, x=10)
>>> barfoo(y=5,z=6)
21
Please note that if you bind arguments from the left you need to call the arguments by name. If you bind from the right it works as expected.
>>> barfoo(5,6)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: foobar() got multiple values for keyword argument 'x'
>>> f = partial(foobar, z=20)
>>> f(1,1)
22
This would work, too:
def curry(func, *args):
def curried(*innerargs):
return func(*(args+innerargs))
curried.__name__ = "%s(%s, ...)" % (func.__name__, ", ".join(map(str, args)))
return curried
>>> w=curry(sys.stdout.write, "Hey there")
>>> w()
Hey there