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Oct 13, 2023 1h 3m
What basic developer abilities are new Python customers lacking? What greatest practices would possibly builders with out a pc science background be missing? Christopher Trudeau is again on the present this week, bringing one other batch of PyCoder’s Weekly articles and initiatives.
Episode Sponsor:
Christopher opens our dialogue by sharing a current social media thread about educating software program engineering greatest practices to scientists and others with out a pc science background. We discuss software program design philosophy and methods for sharing information inside a company.
We cowl the outcomes from the sixth annual official Python Developer Survey. The survey covers Python utilization, language variations, frameworks, libraries, and numerous demographics. We dig into the small print and share our insights.
We additionally share a number of different articles and initiatives from the Python group, together with a few launch bulletins, so many Python dataframes, methods to hurry up your code when a number of cores aren’t an possibility, Python’s syntactic sugar, a pc algebra system named SymPy, the method of constructing a weblog in Django, code metrics in Python with Radon, and a TUI app for every day writing.
This week’s episode is delivered to you by Snyk.
Course Highlight: Filtering Iterables With Python
On this video course, you’ll learn the way Python’s filter() works and how one can use it successfully in your packages. You’ll additionally learn to use listing comprehension and generator expressions to interchange filter() and make your code extra Pythonic.
Subjects:
- 00:00:00 – Introduction
- 00:02:25 – Django 5.0 Alpha 1 Launched
- 00:03:45 – Mojo SDK Launched for Linux
- 00:04:50 – Python Builders Survey 2022 Outcomes
- 00:13:44 – Why Are There So Many Python Dataframes?
- 00:20:24 – Sponsor: Snyk
- 00:21:15 – Rushing Up Your Code When A number of Cores Aren’t an Choice
- 00:28:41 – Python Is (Principally) Made from Syntactic Sugar
- 00:32:57 – In direction of a New SymPy
- 00:36:48 – Video Course Highlight
- 00:37:54 – Constructing a Weblog in Django
- 00:41:22 – What are basic abilities and best-practices that is perhaps missing?
- 00:55:02 – Studying About Code Metrics in Python With Radon
- 00:59:43 – words-tui: A TUI App for Day by day Writing
- 01:02:34 – Thanks and goodbye
Information:
Present Hyperlinks:
- Python Builders Survey 2022 Outcomes
- Why Are There So Many Python Dataframes? – Ever marvel why there are such a lot of methods libraries which have dataframes in Python? This text talks concerning the totally different views of standard device kits to discover why they’re what they’re.
- Rushing Up Your Code When A number of Cores Aren’t an Choice – Parallelism isn’t the one reply: usually you may optimize low-level code to get important efficiency enhancements.
- Python Is (Principally) Made from Syntactic Sugar – “Programming languages are sometimes made up of a (principally) irreducible core, with plenty of sugary constructs sprinkled on high–the syntactic sugar.” This text summarizes lots of Brett Cannon’s current work exploring what’s sugar and what’s basic in Python.
- In direction of a New SymPy – SymPy is a pc algebra system, which means that it does math on symbolic ideas. This will present much more accuracy than typical floating-point arithmetic present in numeric techniques. That is half considered one of a multi-part article, explaining SymPy together with its current enhancements. Half two discusses how SymPy handles polynomials.
- Constructing a Weblog in Django – Little or no code is required to get a weblog working utilizing the Django framework. This submit highlights what you want, together with every of the important thing code parts. There’s additionally an related Hacker Information dialogue.
Dialogue:
Tasks:
Further Hyperlinks:
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