Require Keyword Arguments

July 13th, 2014
python, tech
To avoid errors in calling a python function you might want to ensure it's only ever called with keyword arguments. Say you have:
    def score(actual, predicted):
       ...
and you're worried people accidentally call it with the arguments reversed. After all, nothing looks surprising with:
    score(model.predict(data), isRepaid)
We can have a culture where everyone writes in the keyword arguments, as:
    score(actual=isRepaid, predicted=model.predict(data))
This mostly solves the problem, but could we have Python check this for us? Yes! PEP 3102 added this to Python 3+:
    def score(*, actual, predicted):
      ..
But what about the Python 2 series? You could rebuild Python with this patch applied, or you could use a decorator that verifies there are no positional arguments and then calls the original function:
    def poscheck(f):
      def checked_f(*args, **kwargs):
        if args:
          raise PositionalArgumentsError(f)
        f(**kwargs)
      return checked_f

    @poscheck
    def score(actual, predicted):
      ...
This is pretty good, but what about a case like this:
    # Split s on newlines ('\n'), returning a list.  These newlines
    # are not normally retained, but if the optional keepends argument
    # is True then they're kept.
    def splitlines(s, keepends=False):
       ...
If someone calls splitlines as splitlines(s, True) that's going to be pretty confusing to a reader. You'd like to make sure writers always make it clear what the boolean is about, so you have a house style where you write splitlines(s, keepends=True). If you used poscheck, though, that would require splitlines(s=s, keepends=True) which is too verbose. So, use poscheck_except instead:
    @poscheck_except(1)
    def splitlines(s, keepends=False):
      ...
This will require that after the first positional argument all other arguments are given with keywords, if present.

The code is poscheck on github.

Comment via: google plus, facebook

Recent posts on blogs I like:

Starting With Chords

A lot of people play fiddle. Basically nobody starts by learning chords before learning melodies. But that's actually how I learned. I started with chords. One of the nice things about learning to play violin this way is that you can go busking even…

via Anna Wise's Blog Posts November 15, 2024

Stuffies

I have some stuffies and I just have a bunny. Bunny is a rabbit. Woof is a seal. My favorite stuffie is bun bun. I play with my stuffies. Sometimes I jump up with them and I roll them. I can just throw them in the air when I want to play bthululubp wi…

via Nora Wise's Blog Posts November 15, 2024

You Can Buy A Malaria Net

2024 election takes

via Thing of Things November 6, 2024

more     (via openring)