Python Advanced Tips
@AdvancedPython
Tips for programming in #Python and programming in general, especially in data science and machine learning field. More advanced than what's usually on Twitter.
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Python decorators, level 2: decorators that take arguments In this thread we'll try to wrap our heads around functions that create functions that create functions. Let's dive in.
Let's learn a bit about Python decorators. 🧵 Bear with me for a couple of tweets and I am sure you'll understand them. Decorators are mind-bending sometimes, so I'll try to use very self-explanatory names. This is my first thread ever, let's see how it goes. ^^
Is your project too sophisticated for a simple Makefile? Find which Python-based, open source orchestration tool is best for you (#Airflow, #MLflow, #Dagster, #Prefect) medium.com/@will_flwrs/py… datarevenue.com/en-blog/airflo…
will-flwrs.medium.com
Python Data Engineering Tools: The Next Generation
A look below the surface of new data engineering / science frameworks
You can pass a keyword argument containing a whitespace to a function like this: >>> foo(**{"the argument": 1}) Useful when adding columns with pd.DataFrame.assign()
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