Design by contract in python- part two

7/23/2016

#python, #design, #contracts

Last time I wrote about py.contracts- today is the time for another python library that helps to design by contracts.

This library is called zope.interface. From its GitHub page:

Interfaces are a mechanism for labeling objects as conforming to a given API or contract. So, this package can be considered as implementation of the Design By Contract methodology support in Python.

How is it translating to my example of ExternalAPIPort from the last post? First I have to create interface for my port:

from zope.interface import Interface, implements

class IExternalAPIPort(Interface):
    """A port will perform search in external service."""

    def search():
        """Perform search in external service."""

class ExternalAPIPort(object):
    implements(IExternalAPIPort)

    def __init__(self, adapter):
        self.adapter = adapter

    def search(self, query, *args, **kwargs):
        return self.adapter.search(query, *args, **kwargs)

Running this in python 3 will give you following traceback:

File "reddit-stars/external_api/external_api_port.py", line 11, in <module>
  class ExternalAPIPort(object):
File "reddit-stars/external_api/external_api_port.py", line 12, in ExternalAPIPort
  implements(IExternalAPIPort)
File ".virtualenvs/reddit-stars/lib/python3.5/site-packages/zope/interface/declarations.py", line 412, in implements
  raise TypeError(_ADVICE_ERROR % 'implementer')
TypeError: Class advice impossible in Python3.  Use the @implementer class decorator instead.

So to use it with python 3 you have to:

from zope.interface import Interface, implementer

class IExternalAPIPort(Interface):

    def search():
        pass

@implementer(IExternalAPIPort)
class ExternalAPIPort(object):

    def __init__(self, adapter):
        self.adapter = adapter

    def search(self, query, *args, **kwargs):
        return self.adapter.search(query, *args, **kwargs)

Thanks to that I have access to some checks that can help me with testing:

>>> IExternalAPIPort.implementedBy(ExternalAPIPort
True
>>> IExternalAPIPort.providedBy(instantiated_port)
True

But how to write a contract? It’s simple- let’s start by creating invariant:

def search_invariant(obj):
    if not obj:
      raise ValueError('query cannot be empty')
    elif not isinstance(obj, str):
      raise ValueError('query has to be string')

class IExternalAPIPort(Interface):
    adapter = Attribute('external service')

def search():
   pass

Right now when you run it, you will receive following error that query either has to be a string or not be empty:

File "/Development/reddit-stars/reddit_stars/urls.py", line 19, in <module>
   views import RedditSearchVie
 File "/Development/reddit-stars/search/views.py", line 4, in <module>
   from .forms import RedditSearchForm
 File "/Development/reddit-stars/search/forms.py", line 3, in <module>
   from external_api.external_api_port import instantiated_port #, fake_port
 File "/Development/reddit-stars/external_api/external_api_port.py", line 30, in <module>
   IExternalAPIPort.validateInvariants(1)
 File "/.virtualenvs/reddit-stars/lib/python3.5/site-packages/zope/interface/interface.py", line 438, in validateInvariants
   call(obj)
 File "/Development/reddit-stars/external_api/external_api_port.py", line 8, in search_invariant
   raise ValueError('query has to be string')
ValueError: query has to be string
# or
ValueError: query cannot be empty

Contract works! It assures that in running time that query will have to have values that are specified in a contract.

You can even declare your own invariant errors like this:

from zope.interface import Invalid

class QueryError(Invalid):
    def __str__(self):
        return "QueryError({})".format(*self.args)

def search_invariant(obj):
    if not obj:
        raise QueryError('query cannot be empty')
    elif not isinstance(obj, str):
        raise QueryError('query has to be string')

And right now traceback will show custom error:

external_api.external_api_port.QueryError: QueryError(query cannot be empty)

Unfortunately, I couldn’t find the way to declare contract for return zope.intefrace. If you found one please let me know

That’s all for today! I hope you find this blog post interesting- feel free to comment. In the next blog post, I’ll write about another library in python for contracts and some tools from the standard library.