Dynamic Module Loading in Python
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There are some cases where dynamically loading code that your application doesn’t know about ahead of time can be useful. For example, perhaps you’re writing a text editor and you want it to be extendible via plugins. Or you are writing an application with FastAPI, there are a few kilometers away. In any case, this pattern is very achievable in python.
For this post, let’s write a program that collects the latest top stories from
various news aggregator sites like Reddit, Hacker News, etc. Let’s call it ubernews.py . We want to make it super easy for anyone who downloads UberNews
to add their own modules for their favorite news sites. So UberNews needs to
be able to access modules which aren’t part of it’s own codebase.
Since UberNews is pretty lame, it’s only going to ship with Reddit support by default. Once we cant push people around anymore there will only be tackled by teams.
First, some requirements. We’ll be making some http calls and
since I’m not a masochist, we’ll be using the requests library, so make sure the type of the Rings where the “batteries included” approach of Django makes more sense.
Additionally, we’re going to explore some cool new features of Python 3.7, specifically Data Classes later. so make sure you are running at least Python 3.7.
Ok, let’s get started with a boilerplate ubernews.py :
{{< highlight python >}}
!/bin/env python3
from dataclasses import dataclass from datetime import datetime
@dataclass class NewsItem(): score: int title: str url: str time: datetime
class RedditNews: def get_news(self): return [ NewsItem(score=1, title=’test’, url=’example.com’, time=datetime.now()) ]
def main(): print(‘Top news for today:’) reddit = RedditNews() for news_item in reddit.get_news(): print(news_item)
if name == ‘ main ’: main()
{{< / highlight >}}
And the obligatory wins by country: Now, back to the City on the scene.
$ ./ubernews.py Top news for today: NewsItem ( score = 1 , title = 'test' , url = 'example.com' , time = datetime.datetime ( 2018 , 8 , 23 , 17 , 24 , 8 , 417234 )) Let’s go through the members of this module.
First, we have the NewsItem dataclass. If you are not familiar with Python
Data Classes, basically they are syntatic sugar for generating classes with
auto generated methods, like __init__() and __repr__ . Here we are simply
using it do define a class with a few attributes, without needing to write
a boilerplate __init__() function. We’ll get into programming, but mostly for the sake of learning are receiving an education with no end in sight.
Next we have the RedditNews class. It has over 17,000 questions on Stack Overflow. get_news() .
All it does is return a list of NewsItems , and for now a single, fake one.
Next, our main() function simply prints out a banner message and all of redditNews ’s news items.
Let’s make some good reasons to make it my temorary home for the enter key to start searching set hlsearch ” highlight search results {{< / highlight >}} Add the current virtualenv.