[Python-Dev] PEP 557: Data Classes
Stéfane Fermigier
sf at fermigier.com
Sat Sep 9 06:02:45 EDT 2017
Hi, first post here.
My two cents:
Here's a list of "prior arts" that I have collected over the years, besides
attrs, that address similar needs (and often, much more):
- https://github.com/bluedynamics/plumber
- https://github.com/ionelmc/python-fields
- https://github.com/frasertweedale/elk
- https://github.com/kuujo/yuppy
Regarding the name, 'dataclass', I agree that it can be a bit misleading
(my first idea of a "dataclass" would be a class with only data and no
behaviour, e.g. a 'struct', a 'record', a DTO, 'anemic' class, etc.).
Scala has 'case classes' with some similarities (
https://docs.scala-lang.org/tour/case-classes.html).
Regards,
S.
On Fri, Sep 8, 2017 at 4:57 PM, Eric V. Smith <eric at trueblade.com> wrote:
> I've written a PEP for what might be thought of as "mutable namedtuples
> with defaults, but not inheriting tuple's behavior" (a mouthful, but it
> sounded simpler when I first thought of it). It's heavily influenced by the
> attrs project. It uses PEP 526 type annotations to define fields. From the
> overview section:
>
> @dataclass
> class InventoryItem:
> name: str
> unit_price: float
> quantity_on_hand: int = 0
>
> def total_cost(self) -> float:
> return self.unit_price * self.quantity_on_hand
>
> Will automatically add these methods:
>
> def __init__(self, name: str, unit_price: float, quantity_on_hand: int =
> 0) -> None:
> self.name = name
> self.unit_price = unit_price
> self.quantity_on_hand = quantity_on_hand
> def __repr__(self):
> return f'InventoryItem(name={self.name!r},unit_price={self.unit_pri
> ce!r},quantity_on_hand={self.quantity_on_hand!r})'
> def __eq__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) == (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
> def __ne__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) != (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
> def __lt__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) < (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
> def __le__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) <= (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
> def __gt__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) > (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
> def __ge__(self, other):
> if other.__class__ is self.__class__:
> return (self.name, self.unit_price, self.quantity_on_hand) >= (
> other.name, other.unit_price, other.quantity_on_hand)
> return NotImplemented
>
> Data Classes saves you from writing and maintaining these functions.
>
> The PEP is largely complete, but could use some filling out in places.
> Comments welcome!
>
> Eric.
>
> P.S. I wrote this PEP when I was in my happy place.
>
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--
Stefane Fermigier - http://fermigier.com/ - http://twitter.com/sfermigier -
http://linkedin.com/in/sfermigier
Founder & CEO, Abilian - Enterprise Social Software -
http://www.abilian.com/
Chairman, Free&OSS Group / Systematic Cluster -
http://www.gt-logiciel-libre.org/
Co-Chairman, National Council for Free & Open Source Software (CNLL) -
http://cnll.fr/
Founder & Organiser, PyData Paris - http://pydata.fr/
---
“You never change things by fighting the existing reality. To change
something, build a new model that makes the existing model obsolete.” — R.
Buckminster Fuller
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