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选题: 20190503 Say goodbye to boilerplate in Python with attrs
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[#]: collector: (lujun9972)
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[#]: translator: ( )
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[#]: reviewer: ( )
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[#]: publisher: ( )
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[#]: url: ( )
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[#]: subject: (Say goodbye to boilerplate in Python with attrs)
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[#]: via: (https://opensource.com/article/19/5/python-attrs)
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[#]: author: (Moshe Zadka https://opensource.com/users/moshez/users/moshez)
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Say goodbye to boilerplate in Python with attrs
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======
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Learn more about solving common Python problems in our series covering
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seven PyPI libraries.
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![Programming at a browser, orange hands][1]
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Python is one of the most [popular programming languages][2] in use today—and for good reasons: it's open source, it has a wide range of uses (such as web programming, business applications, games, scientific programming, and much more), and it has a vibrant and dedicated community supporting it. This community is the reason we have such a large, diverse range of software packages available in the [Python Package Index][3] (PyPI) to extend and improve Python and solve the inevitable glitches that crop up.
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In this series, we'll look at seven PyPI libraries that can help you solve common Python problems. Today, we'll examine [**attrs**][4], a Python package that helps you write concise, correct code quickly.
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### attrs
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If you have been using Python for any length of time, you are probably used to writing code like:
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```
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class Book(object):
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def __init__(self, isbn, name, author):
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self.isbn = isbn
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self.name = name
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self.author = author
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```
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Then you write a **__repr__** function; otherwise, it would be hard to log instances of **Book** :
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```
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def __repr__(self):
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return f"Book({self.isbn}, {self.name}, {self.author})"
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```
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Next, you write a nice docstring documenting the expected types. But you notice you forgot to add the **edition** and **published_year** attributes, so you have to modify them in five places.
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What if you didn't have to?
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```
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@attr.s(auto_attribs=True)
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class Book(object):
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isbn: str
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name: str
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author: str
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published_year: int
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edition: int
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```
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Annotating the attributes with types using the new type annotation syntax, **attrs** detects the annotations and creates a class.
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ISBNs have a specific format. What if we want to enforce that format?
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```
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@attr.s(auto_attribs=True)
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class Book(object):
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isbn: str = attr.ib()
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@isbn.validator
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def pattern_match(self, attribute, value):
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m = re.match(r"^(\d{3}-)\d{1,3}-\d{2,3}-\d{1,7}-\d$", value)
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if not m:
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raise ValueError("incorrect format for isbn", value)
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name: str
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author: str
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published_year: int
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edition: int
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```
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The **attrs** library also has great support for [immutability-style programming][5]. Changing the first line to **@attr.s(auto_attribs=True, frozen=True)** means that **Book** is now immutable: trying to modify an attribute will raise an exception. Instead, we can get a _new_ instance with modification using **attr.evolve(old_book, published_year=old_book.published_year+1)** , for example, if we need to push publication forward by a year.
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In the next article in this series, we'll look at **singledispatch** , a library that allows you to add methods to Python libraries retroactively.
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#### Review the previous articles in this series
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* [Cython][6]
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* [Black][7]
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--------------------------------------------------------------------------------
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via: https://opensource.com/article/19/5/python-attrs
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作者:[Moshe Zadka ][a]
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选题:[lujun9972][b]
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译者:[译者ID](https://github.com/译者ID)
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校对:[校对者ID](https://github.com/校对者ID)
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本文由 [LCTT](https://github.com/LCTT/TranslateProject) 原创编译,[Linux中国](https://linux.cn/) 荣誉推出
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[a]: https://opensource.com/users/moshez/users/moshez
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[b]: https://github.com/lujun9972
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[1]: https://opensource.com/sites/default/files/styles/image-full-size/public/lead-images/programming_code_keyboard_orange_hands.png?itok=G6tJ_64Y (Programming at a browser, orange hands)
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[2]: https://opensource.com/article/18/5/numbers-python-community-trends
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[3]: https://pypi.org/
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[4]: https://pypi.org/project/attrs/
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[5]: https://opensource.com/article/18/10/functional-programming-python-immutable-data-structures
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[6]: https://opensource.com/article/19/4/7-python-problems-solved-cython
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[7]: https://opensource.com/article/19/4/python-problems-solved-black
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