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:

Against Lyman Stone On Animal Welfare

Demographer Lyman Stone writes:

via Thing of Things March 21, 2025

Product in the age of AI

We’re seeing AI features pop up in every product we use. Slack, Google Drive, etc.

via Home March 18, 2025

How I've run major projects

focus • maintain a detailed plan for victory • run a fast OODA loop • overcommunicate • break off subprojects • have fun • bonus content: my project management starter kit

via benkuhn.net March 16, 2025

more     (via openring)