Freezing Python’s Dependency Hell in 2018 Excellent advice. Excepot for the "Don't use Anaconda." Yes. It's a big download. Odds are good you'll need most of it. So. Just do it now. The (miniconda + environment.yml) as an entry point is really good. The "rely on people to actually …

This is brilliant. Why is Python so slow? by Anthony Shaw It covers three aspects of the implementation in a respectable level of detail. Helpful information. Bookmark it to help stop pointless bickering with people who don't understand the value of getting something to run right now vs. getting something …

It's time to revise Mastering Object-Oriented Python. While the previous edition is solidly focused on Python3, it lacks some important features:

• F-Strings
• Type Hints
• types.NamedTuple
• Data Classes

So. There's some stuff to add. I don't think there's too much to take away. I plan to make some things a …

Once every few months I get an email like this. What is it? Phishing?

I've finally looked into it, and learned two important lessons.

Here's the body of the email.

Hello there, Your page http://www.itmaybeahack.com/homepage/iblog/C364310209/E20080407095503.html has some good references to cyber security …

Warning. I'm new to this. Yes, my book Functional Python Programming -- 2nd ed -- is full of type hints. But my examples are all (intentionally) relatively simple. There are edge cases that I do not pretend to understand.

Here's a fun one. Start here

Lazy PyTwitter: Is there some way with …

First, read this: 10 common security gotchas in Python and how to avoid them by Anthony Shaw

Of these, most are important, but not specific to Python at all. Only items 3, 4, 7, and 8 are pretty specific to Python. They talk about the assert statement, some timing vulnerabilities …

A common way to save persistent, important data is a spreadsheet. It provides a handy, potentially normalized store that's readily accessible with minimal tooling. It has a UI usable by people with a spectrum of skills.

Sadly.

There's a core conflict:

• The advantages of spreadsheets-as-database are numerous.
• The disadvantage is …

And yes, this is truncated because I left early, and missed some important things. I'm going to have to catch on YouTube https://www.youtube.com/channel/UCsX05-2sVSH7Nx3zuk3NYuQ/videos

• Stacy Morse - Code Reviews Using Art Critique Principles - PyCon 2018
• Jake VanderPlas - Performance Python: Seven Strategies for Optimizing Your Numerical Code …

You might want to look into this: Functional Python Programming - Second Edition.

Let's talk about the type hints, shall we?

Most of the examples have had type hints added. This means running everything through mypy. And it also means running everything through doctest, as well.

More important than the technical …

Read this. Goodbye, Object Oriented Programming I like this because parts of it are wrong, and parts are based on peculiarities of specific languages which aren’t problems in other languages.

The “wrong” things are on a spectrum. At one end are things almost right. The other end is hoped-for …