Planet Python

Last update: January 14, 2024 04:43 AM UTC

January 13, 2024

Python People

Julian Sequeira - Pybites, Australia, Mindset, and Teaching New Programmers

Julian Sequeira is a cofounder of Pybites. 
He's a Python coach, a podcaster, a career mindset advocate, and is learning guitar.

Topics include:

• Learning guitar
• Vacationing in Canada
• Pybites
• Splitting finances with Bob
• Building a community and a team
• Coaching
• Conscious positivity
• Australia is full of animals that want to kill you. Except kangaroos.
• Teaching Python to non-technical people

The Complete pytest Course

• Level up your testing skills and save time during coding and maintenance.
• Check out courses.pythontest.com

January 13, 2024 09:55 PM UTC

Test and Code

212: Canon TDD - by Kent Beck

In 2002, Kent Beck released a book called  "Test Driven Development by Example".
In December of 2023, Kent wrote an article called "Canon TDD".
With Kent's permission, this episode contains the full content of the article.

Brian's commentary is saved for a followup episode.

Links:

• Canon TDD
• Test Driven Development by Example

The Complete pytest Course

• Level up your testing skills and save time during coding and maintenance.
• Check out courses.pythontest.com

January 13, 2024 07:18 PM UTC

TechBeamers Python

Top 50 Python Data Structure Exercises (List, Set, Dictionary, and Tuple)

Here are 50 Python Data Structure exercises covering List, Set, Dictionary, and Tuple operations. These are excellent exercises for any beginner learning Python. In the following exercises, you’ll engage in a series of hands-on challenges that traverse the landscape of Lists, Sets, Dictionaries, and Tuples, as well as more advanced concepts like list comprehension. Each […]

The post Top 50 Python Data Structure Exercises (List, Set, Dictionary, and Tuple) appeared first on TechBeamers.

January 13, 2024 08:24 AM UTC

Top 45 Python Exercises on Loops, Conditions, and Range() Function

Here are 45 Python exercises on loops (for, while), if-else statements, and the range() function, along with their solutions. Each exercise comes with a brief description of the problem and a solution that utilizes the mentioned constructs. 45 Python Exercises on Loops, Conditions, and Range() Function If you already have learned the basics of Python […]

The post Top 45 Python Exercises on Loops, Conditions, and Range() Function appeared first on TechBeamers.

January 13, 2024 06:21 AM UTC

Python Engineering at Microsoft

Data Science Day Announcement and Call for Speaker Proposals

We are thrilled to announce Python Data Science Day will be taking place March 14th, 2024; a “PyDay” on Pi Day: 3.14 . If you’re a Python developer, entrepreneur, data scientist, student, or researcher working on projects from hobbyist and start up to enterprise level, you’ll find solutions to modernize your data pipelines and answer complex queries with data.

We’re looking forward to your content submission!

Submit a session or a lightning talk proposal to join the list of amazing speakers for Data Science Day. The CFP opened January 11th, 2024 and closes January 25th, 2024 AOE (Anywhere on Earth). Full schedule will be announced early mid February.

There are two types of submissions:

• Session (25 minutes, pre-recorded or live) Sessions are delivered by no more than two people and can cover high level programming topics. Many times these talks are accompanied by slides, demonstrations or blog posts. This could cover a programming story, how it was approached and the solution; or it could dive deeper into a particular topic or using a suite of features.
• Lightning Talk (5 to 7 minutes, pre-recorded) A Lightning talk is a very short presentation. It is a great introduction to public speaking or a great way to present something short and sweet. These talks typically prioritize a singular idea in a digestible way that inspires further learning.

Good submissions will…

• discuss a hot or cool tool, product, or skill.
• include accessible content with slides, Notebook, repository, tutorial, or blog post.
• create a thoughtful, cohesive story for a Data Science audience.

Special Guest Speakers on Data Science Day

You could be among the speakers on Python Data Science Day.

Sarah Kaiser, PhD	Soojin Choi	You!
Python Cloud Developer Advocate	Jupyter Notebook Product Manager	Speaker at Python Data Science Day

Submit your CFP

More ways to engage with all the Data Science fun:

• Join the Microsoft Fabric Global AI Hack Together on February 15th to March 4th, 2024. Fabric is an end-to-end AI-powered analytics platform that unites your data and services, including data science and data lakes. Register for the event to participate in live streams every week and solve real-world problems with guidance and a community.
• Read our 14 Days of Python Data Science series where for fourteen days leading up to Python Data Science Day, we will drop cool articles and recipes for using Data Science on Microsoft tools. Link coming soon!
• Check out the Data Science Cloud Skills Challenge if you want to go through some self-paced learning! This challenge is active until April 15th, 2024.
• Join us on Discord at https://aka.ms/python-discord

More Data Science at Microsoft…

• Data Scientist Certifications
• Data Scientist Training Path
• Data Science for Beginners – GitHub Repo

The post Data Science Day Announcement and Call for Speaker Proposals appeared first on Python.

January 13, 2024 12:00 AM UTC

January 12, 2024

Real Python

The Real Python Podcast – Episode #187: Serializing Data With Python & Underscore Naming Conventions

Do you need to transfer an extensive data collection for a science project? What's the best way to send executable code over the wire for distributed processing? What are the different ways to serialize data in Python? Christopher Trudeau is back on the show this week, bringing another batch of PyCoder's Weekly articles and projects.

[ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]

January 12, 2024 12:00 PM UTC

Python Software Foundation

EU’s Cyber Resilience Act Passes with Wins for Open Source

Back in April, we wrote to the community about our concerns for the future of the open source ecosystem generally and CPython and PyPI specifically if the European Cyber Resilience Act (CRA) were to pass in the form that had been shared. At the time, we were worried that in the course of providing software for anyone to use, analyze or change that the PSF and/or the Python community might become legally responsible for security issues in the products that are built with the code components that we are providing for free. We asked for increased clarity, specifically:

So are we totally done paying attention to European legislation? Ah, while it would be nice for the Python community to be able to cross a few things off our to-do list, that’s not quite how it works. Firstly, the concept of an “open source steward” is a brand new idea in European law. So, we will be monitoring the conversation as this new concept is implemented or interacts with other bits of European law to make sure that the understanding continues to reflect the intent and the realities of open source development. Secondly, there are some other pieces of legislation in the works that may also impact the Python ecosystem so we will be watching the Product Liability Directive and keeping up with the discussion around standard-essential patents to make sure that the effects on Python and open source development are intentional (and hopefully benevolent, or at least benign.) 

Thank you to Open Forum Europe (OFE) — especially Ciarán O’Riordan – for bringing the FOSS community together to share our thoughts on how the proposed text would affect open source, thinking about how the goals of the proposed act might be achieved without unintentionally creating a chilling effect for open source and communicating those ideas to legislators. OFE’s work to coordinate our efforts certainly made it easier for the PSF’s concerns to be heard and I’m fairly certain it made it easier for legislators to assess and consider impacts to the open source ecosystem when we were able to speak with one voice. 

*The entire Regulation is published here, if you want to dive into the text more deeply.

January 12, 2024 10:40 AM UTC

TechBeamers Python

How to Import Another Python File

When working on big Python projects or trying to organize your code better, you need to know how to bring in code from other Python files. This is called “importing,” and it’s a crucial skill for reusing code and keeping things neat. In this guide, we’ll explore different ways to import another Python file into […]

The post How to Import Another Python File appeared first on TechBeamers.

January 12, 2024 06:39 AM UTC

January 11, 2024

Kay Hayen

Nuitka this week #14

Contents

• Nuitka this week #14

  • Communication vs. Coding

  • Nuitka has evolved a lot

  • Community

  • Optimization Work

  • Current Evolutions

  • Teasers

  • Twitter and Mastodon

  • Help Wanted

Communication vs. Coding

After GSoC 2019, it seems I dropped off with communication about Nuitka quite a lot, e.g. I stopped “Nuitka This Week”. The reasons are multi-facetted. I think part of the reason is that I was getting busy, part of it clearly also was Corona. But also a more dreadful change in my private life, where the real life Nuitka, my wife, became ill for a long time. Effectively it’s only become really better mid last year.

I think, this caused me to go full into code for Nuitka, and to launch Nuitka commercial, but generally to become more quiet. I have already relaxed this for a bit, e.g. about Python 3.11, I made a bunch of postings.

So this one is a bit general to start off, but I also provide fairly recent details about what I worked on for 2.0 as well.

Nuitka has evolved a lot

From a usability standpoint, ever since I went all in with Nuitka, but also before, the out of the box experience of Nuitka has become ever better. And even 2.0 will take it noticeable further. It’s the premier choice for Python deployment if you want efficiency. Its onefile mode is pretty great already and is continuously getting better.

It’s fair to say that Nuitka was great in 2019. I think in 2023 it became almost amazing for deployment. This is in large part due to working on the Yaml configuration and these things. In 2024 I hope to get it really smooth.

I actually made posts about the Yaml stuff, and I will resume it shortly, basically it allows people to help improve the deployment side of Nuitka, e.g. missing DLLs and data files, hacks needed, etc. for packages, and it’s quickly becoming better and complete.

Community

On the Discord server, I have been in touch with users of Nuitka a lot more. You are welcome to join us on the Discord server for Nuitka community where you can hang out with the developers and ask questions. It’s not intended as an interactive manual. You are supposed to read the docs for yourself first.

I am also now occasionally on the Python Discord server. Mostly when I get summoned to answer questions that my community thinks make sense, and have been awarded the community role there, which is pretty nice. I seem to make new connections there.

Optimization Work

I think, it’s in vain to explain what I did for performance in all that time. Mostly, some technical debts for Python3 were collected, extending to advantage in in speed of Nuitka over pure Python again. The advantage compared on Python2 was not as present, and still is not, on Python3, but for 3.10 it’s pretty good.

The major breakthroughs have not happened. But I will be taking about the plans, these sure are exciting. Lots of things are in place, some are not, but I hope to get there.

Current Evolutions

So things on my mind right now, for one, I guess, 4 plugin changes that I have yet to document in new postings. Two are visible here in this code.

- module-name: 'toga.platform' # checksum: 4db91cac
  variables:
    setup_code: 'import toga.platform'
    declarations:
      'toga_backend_module_name': 'toga.platform.get_platform_factory().__name__'
  anti-bloat:
    - change_function:
        'get_platform_factory': "'importlib.import_module(%r)' % get_variable('toga_backend_module_name')"

First, the checksum. Nuitka is going to warn you about checking your user yaml files for correctness in the future. Since it often finds structural problems, very much needed, since yaml is whitespace sensitive, and you never know what it is a list, a dict, etc. but the schema we created, can tell.

Second, variables are a new section, and in fact so new, they are not even documented. They can be used to query at compile time values from code. In this case we are using it to get at the backend to use, so we can tell it at runtime. Otherwise, it’s hidden to Nuitka, and could e.g. still be subject to a changed decision from environment variables, something we typically do not want.

For the third and forth thing, we need another example. Torch can use a JIT to speed up some things, with a compilation very similar to what Nuitka does. That however needs a compiler and the source code on the target platform. Not an easy ask for all kinds of deployments. A new feature makes this easier than before.

- module-name: 'torch' # checksum: ada8ede8
  parameters:
    - 'name': 'enable-jit'
      'values': 'value in ("yes", "no")'
  options:
    checks:
      - description: "Torch JIT is disabled by default, make a choice explicit with '--module-parameter=torch-disable-jit=yes|no'"
        support_info: 'parameter'
        when: 'standalone and get_parameter("disable-jit", None) is None'
  import-hacks:
    - force-environment-variables:
        'PYTORCH_JIT': '0'
      when: 'get_parameter("disable-jit", "no" if standalone else "yes") == "yes"'

So, what this does, is to make Nuitka accept parameters. The options part is designed to complain when the default value is used in standalone mode, kind of making the user acknowledge that it’s the intended value. For accelerated mode, we do not disable the JIT, since we can expect to be in the same environment with source code intact.

With get_parameter you get the option value, and can be conditional on it in the when block. That is the 3rd new thing.

The forth new thing, is the forcing of environment variables. We have so far done this, including in plugins like tk-inter manually with post-load-code. The above is the same, effectively doing os.environ["PYTORCH_JIT"] = "0" if the JIT is to be disabled.

These changes are designed to avoid having to do plugins again. Historically for toga support, we should have been a new plugin, but now it’s not, since the Yaml mechanism can cover retrieval of compile time values from modules. And for torch and the JIT, a plugin would have been needed to provide the command line control for that decision.

This increased power of the Yaml will make it even less often the case that a plugin must be written. But of course docs will have to be added and maybe more places will need to work with variables to make that true even more often. More on that in the future.

Teasers

Future TWN will speak about Nuitka-Python (our own Python fork with incredible capabilities), about Nuitka-Watch (our way of making sure Nuitka works with PyPI packages and hot-fixes to not regress), about compilation reports as a new feature, Windows AV stuff, onefile improvements, and so on and so on. I got interesting stuff for many weeks. Limiting myself for now or I will never publish this.

Twitter and Mastodon

I should be more active there, although often I fall prey to of not wanting to talk about unfinished things, so actually I do not post there as much.

• Follow @kayhayen on Twitter

• Follow @kayhayen on Mastodon

And lets not forget, having followers make me happy. So do re-tweets. Esp. those, please do them.

Help Wanted

System Message: INFO/1 (/home/nuitka-buildslave/slave/site-main-update/build/doc/posts/nuitka-this-week-14.rst, line 7); backlink

Duplicate implicit target name: “help wanted”.

If you are interested, I am tagging issues help wanted and there is a bunch, and very likely at least one you can help with.

Nuitka definitely needs more people to work on it.

January 11, 2024 11:00 PM UTC

January 10, 2024

TestDriven.io

Django vs. Flask in 2024: Which Framework to Choose

In this article, we'll look at the best use cases for Django and Flask along with what makes them unique, from an educational and development standpoint.

January 10, 2024 10:28 PM UTC

Nikola

Nikola v8.3.0 is out!

On behalf of the Nikola team, I am pleased to announce the immediate availability of Nikola v8.3.0. This release adds support for Python 3.12, with some other features and bugfixes.

Note that Nikola v8.3.0 no longer uses the Yapsy plugin manager, which has been replaced by a custom, minimal manager. The new Nikola Plugin Manager was tested with some typical plugins, but there might be issues if your plugins have an unusual structure or are outdated. Please update your plugins and report any bugs you may encounter.

The Nikola developers would also like to express discontent with Python’s efforts to remove features from the standard library, causing breakage without a solid reason, other than “it’s old”.

What is Nikola?

Nikola is a static site and blog generator, written in Python. It can use Mako and Jinja2 templates, and input in many popular markup formats, such as reStructuredText and Markdown — and can even turn Jupyter Notebooks into blog posts! It also supports image galleries, and is multilingual. Nikola is flexible, and page builds are extremely fast, courtesy of doit (which is rebuilding only what has been changed).

Find out more at the website: https://getnikola.com/

Downloads

Install using pip install Nikola.

Changes

Features

• Implement a new plugin manager from scratch to replace Yapsy, which does not work on Python 3.12 due to Python 3.12 carelessly removing parts of the standard library (Issue #3719)

• Support for Discourse as comment system (Issue #3689)

Bugfixes

• Fix loading of templates from plugins with __init__.py files (Issue #3725)

• Fix margins of paragraphs at the end of sections (Issue #3704)

• Ignore .DS_Store files in listing indexes (Issue #3698)

• Fix baguetteBox.js invoking in the base theme (Issue #3687)

• Fix development (preview) server nikola auto for non-root SITE_URL, in particular when URL_TYPE is full_path. (Issue #3715)

For plugin developers

Nikola now requires the .plugin file to contain a [Nikola] section with a PluginCategory entry set to the name of the plugin category class. This was already required by plugins.getnikola.com, but you may have custom plugins that don’t have this set.

January 10, 2024 08:34 PM UTC

Real Python

Python range(): Represent Numerical Ranges

>>> list(range(5))
[0, 1, 2, 3, 4]

>>> list(range(1, 7))
[1, 2, 3, 4, 5, 6]

>>> list(range(1, 20, 2))
[1, 3, 5, 7, 9, 11, 13, 15, 17, 19]

>>> range(5)
range(0, 5)

>>> list(range(5))
[0, 1, 2, 3, 4]

>>> range(1, 7)
range(1, 7)

>>> list(range(1, 7))
[1, 2, 3, 4, 5, 6]

Read the full article at https://realpython.com/python-range/ »

[ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]

January 10, 2024 02:00 PM UTC

Django Weblog

DSF membership now recognizes a much broader range of contributions to Django

Recently, the DSF made some changes to our bylaws to change the definition of DSF Membership. You can read the legalese of the new language in the meeting minutes for the October 12 board meeting, but here’s the short version: previously, individual membership required contribution of intellectual property (e.g. code or documentation) we’ve changed it so that individual membership now recognizes broader contributions to the DSF’s mission. That still includes code and docs, but now also includes many more activities: organizing a Django event, serving on a Working Group, maintaining a third-party app, moderating Django community spaces, and much more. (Corporate membership hasn’t changed; this just applies to individual membership.)

The DSF’s mission, as described in our bylaws, is: 

The Foundation's purposes shall include, but not be limited to, developing and promoting the Django framework for free and open public use among the worldwide web development community, protecting the framework's long-term viability, and advancing the state of the art in web development.

Membership, then, recognizes material contributions to that mission. This is deliberately broad and inclusive: we want to allow as broad a definition of “contribution” as possible – including, critically, contributions to the community as well as code contributions. But we do want those contributions to be “material”: we want to recognize substantial or sustained contributions, not one-offs or “drive-by” contributions.

Because this definition of “material” is somewhat deliberately vague, we’ve prepared an FAQ that outlines several examples of things we believe do and do not qualify someone for membership. Ultimately, though, if you’re not sure: please apply anyway! We generally try to err on the side of saying “yes”.

To join the DSF under these new, more inclusive rules, fill out the application form here. The Board approves new members at its monthly meeting, so you can expect to hear back within about a month.

January 10, 2024 12:00 PM UTC

Read the Docs

Read the Docs newsletter - January 2024

News and updates

• We have shipped New improvements to redirects, making our redirects much more powerful and flexible.

• We have shipped an updated approach to notifications. Currently there isn’t much UX difference, but as we move forward with this project we will be able to provide more context and control to users.

• We continue to work on improving Addons, our new approach to documentation integrations. New documentation and bug fixing continues to happen.

• We shipped version 2.0 of our Read the Docs Sphinx Theme, which adds support for new Sphinx releases and drops support for many old versions of Sphinx and Python.

You can always see the latest changes to our platforms in our Read the Docs Changelog.

Upcoming changes

• Addons will be made more configurable in our new beta dashboard, starting a trend of moving away from the old dashboard for new features.

• Our beta dashboard continues to be tested in public beta, and new functionality for Addons configuration will only be available in that new interface.

• We continue to work on some business model changes enabled by the new redirects work, including allowing access to Forced Redirects for more users.

Want to follow along with our development progress? View our full roadmap 📍️

Possible issues

• Users need to update their webhooks before January 31, 2024 if they are configured without a secret. All users who need to take action should have received email and site notifications about this.

• We are discussing removing support for all VCS systems except Git, as our userbase is heavily biased towards Git users and it will simplify maintenance and development of features. We stopped developing features for Mercurial, Subversion, and Bazaar years ago, and we are considering removing support for them entirely. We will be reaching out to these users to get feedback on this change.

Questions? Comments? Ideas for the next newsletter? Contact us!

January 10, 2024 12:00 AM UTC

TypeThePipe

Plot your GIS data with GeoPandas and Plotnine. A single glance insightful visualization

pre > code.sourceCode { white-space: pre; position: relative; } pre > code.sourceCode > span { display: inline-block; line-height: 1.25; } pre > code.sourceCode > span:empty { height: 1.2em; } .sourceCode { overflow: visible; } code.sourceCode > span { color: inherit; text-decoration: inherit; } div.sourceCode { margin: 1em 0; } pre.sourceCode { margin: 0; } @media screen { div.sourceCode { overflow: auto; } } @media print { pre > code.sourceCode { white-space: pre-wrap; } pre > code.sourceCode > span { text-indent: -5em; padding-left: 5em; } } pre.numberSource code { counter-reset: source-line 0; } pre.numberSource code > span { position: relative; left: -4em; counter-increment: source-line; } pre.numberSource code > span > a:first-child::before { content: counter(source-line); position: relative; left: -1em; text-align: right; vertical-align: baseline; border: none; display: inline-block; -webkit-touch-callout: none; -webkit-user-select: none; -khtml-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; padding: 0 4px; width: 4em; color: #aaaaaa; } pre.numberSource { margin-left: 3em; border-left: 1px solid #aaaaaa; padding-left: 4px; } div.sourceCode { } @media screen { pre > code.sourceCode > span > a:first-child::before { text-decoration: underline; } } code span.al { color: #ff0000; font-weight: bold; } /* Alert */ code span.an { color: #60a0b0; font-weight: bold; font-style: italic; } /* Annotation */ code span.at { color: #7d9029; } /* Attribute */ code span.bn { color: #40a070; } /* BaseN */ code span.bu { color: #008000; } /* BuiltIn */ code span.cf { color: #007020; font-weight: bold; } /* ControlFlow */ code span.ch { color: #4070a0; } /* Char */ code span.cn { color: #880000; } /* Constant */ code span.co { color: #60a0b0; font-style: italic; } /* Comment */ code span.cv { color: #60a0b0; font-weight: bold; font-style: italic; } /* CommentVar */ code span.do { color: #ba2121; font-style: italic; } /* Documentation */ code span.dt { color: #902000; } /* DataType */ code span.dv { color: #40a070; } /* DecVal */ code span.er { color: #ff0000; font-weight: bold; } /* Error */ code span.ex { } /* Extension */ code span.fl { color: #40a070; } /* Float */ code span.fu { color: #06287e; } /* Function */ code span.im { color: #008000; font-weight: bold; } /* Import */ code span.in { color: #60a0b0; font-weight: bold; font-style: italic; } /* Information */ code span.kw { color: #007020; font-weight: bold; } /* Keyword */ code span.op { color: #666666; } /* Operator */ code span.ot { color: #007020; } /* Other */ code span.pp { color: #bc7a00; } /* Preprocessor */ code span.sc { color: #4070a0; } /* SpecialChar */ code span.ss { color: #bb6688; } /* SpecialString */ code span.st { color: #4070a0; } /* String */ code span.va { color: #19177c; } /* Variable */ code span.vs { color: #4070a0; } /* VerbatimString */ code span.wa { color: #60a0b0; font-weight: bold; font-style: italic; } /* Warning */

import geopandas as gp
import pandas as pd

def filter_shp_peninsular_data(df: pd.DataFrame) -> pd.DataFrame:
 return df[df["acom_name"] != "Canarias"]

spain_gis_map = gp.read_file('./data/georef-spain-provincia/georef-spain-provincia-millesime.shp')
peninsular_gis_map = filter_shp_peninsular_data(spain_gis_map)

from shapely.geometry import Point
import polars as pl

def filter_df_peninsular_data(df: pd.DataFrame) -> pd.DataFrame:
 peninsular_bounds_min = peninsular_gis_map["geometry"].bounds.min()
 peninsular_bounds_max = peninsular_gis_map["geometry"].bounds.max()

 return df.filter(
 (
 pl.col("x")>=peninsular_bounds_min["minx"]
 ) & (
 pl.col("x")<=peninsular_bounds_max["maxx"]
 ) & (
 pl.col("y")>=peninsular_bounds_min["miny"]
 ) & (
 pl.col("y")<=peninsular_bounds_max["maxy"]
 )
 )

alerts_geo_df = pl.read_csv("alers_data.csv")
alerts_geo_df = gp.GeoDataFrame({
 "geometry": alerts_geo_df["coord"].map_elements(lambda x: Point(x)),
 "alert_solved": alerts_geo_df["alert_solved"].is_not_null(),
 "x": alerts_geo_df["x"],
 "y": alerts_geo_df["y"],
})

 
stations_geo_df = pl.read_csv("stations_data.csv")
stations_geo_df = gp.GeoDataFrame({
 "geometry": stations_geo_df["coord"].map_elements(lambda x: Point(x)),
 "x": stations_geo_df["x"],
 "y": stations_geo_df["y"],
})

(
 ggplot()
 + geom_map(peninsular_gis_map, fill=None)
 + geom_map(alerts_geo_df, aes(fill="alert_solved"), size=2)
 + geom_map(stations_geo_df, colour="yellow", size=3)
 + labs(
 title="Alerts solved y/n, by location + Stations (yellow)",
 caption = "Data from 2023-01-01 to 2023-02-01",
 )
)

(
 ggplot()
 + geom_bin2d(alerts_geo_df, aes(x="x", y="y", fill="alert_solved"), bins = 30)
 + geom_map(stations_geo_df, colour="yellow", size=3)
 + labs(
 title="Alerts solved y/n, by location + Stations (yellow)",
 caption = "Data from 2023-01-01 to 2023-02-01",
 )
)

January 10, 2024 12:00 AM UTC

January 09, 2024

PyCoder’s Weekly

Issue #611 (Jan. 9, 2024)

#611 – JANUARY 9, 2024
View in Browser »

End-to-End Data Science Workflows: ML Workflows With Python

Learn Machine Learning workflow with Python & Posit Team in this insightful video. Starting with an example classification model, through design, development, deployment, & maintenance, learn from our experience with thousands of enterprise customers →
POSIT sponsor

Python Jobs

Senior Python Architect and Tech Lead (America)

Six Feet Up

Python Tutorial Editor (Anywhere)

Real Python

More Python Jobs >>>

Articles & Tutorials

Projects & Code

Events

Happy Pythoning!
This was PyCoder’s Weekly Issue #611.
View in Browser »

[ Subscribe to 🐍 PyCoder’s Weekly 💌 – Get the best Python news, articles, and tutorials delivered to your inbox once a week >> Click here to learn more ]

January 09, 2024 07:30 PM UTC

PyCharm

How to Connect Django With MongoDB

One of the most popular web frameworks, Django, has adopted the “batteries included” philosophy. This means that you can build a production-ready application using only the vanilla Django with no extensions or other frameworks. Even the database SQLite is available out of the box. SQLite is great for learning and developing small applications, but has […]

January 09, 2024 02:06 PM UTC

Real Python

Python Basics Exercises: Functions and Loops

As you learned in Python Basics: Functions and Loops, functions serve as the fundamental building blocks in almost every Python program. They’re where the real action happens!

You now know that functions are crucial for breaking down code into smaller, manageable chunks. They enable you to define actions that your program can execute repeatedly throughout your code. Instead of duplicating the same code whenever your program needs to accomplish a particular task, you can simply call the function.

However, there are instances when you need to repeat certain code multiple times in a row. This is where loops become invaluable.

In this Python Basics Exercises video course, you’ll practice:

• Creating user-defined functions
• Implementing for loops
• Getting user input
• Rounding numbers

This video course is part of the Python Basics series, which accompanies Python Basics: A Practical Introduction to Python 3. You can also check out the other Python Basics courses.

Note that you’ll be using IDLE to interact with Python throughout this course.

[ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]

January 09, 2024 02:00 PM UTC

Python Bytes

#366 Put It In The Backlog

<strong>Topics covered in this episode:</strong><br> <ul> <li><a href="https://tonybaloney.github.io/posts/python-gets-a-jit.html"><strong>Python 3.13 gets a JIT</strong></a></li> <li><a href="https://fosstodon.org/@basnijholt/111605262871991435">UniDep - Unified Conda and Pip Dependency Management</a></li> <li><a href="https://hynek.me/articles/pull-requests-branch/"><strong>Don’t Start Pull Requests from Your Main Branch</strong></a></li> <li><a href="https://github.com/pomponchik/instld"><strong>instld: The simplest package management</strong></a></li> <li><strong>Extras</strong></li> <li><strong>Joke</strong></li> </ul><a href='https://www.youtube.com/watch?v=PRaTs3PnJvI' style='font-weight: bold;'>Watch on YouTube</a><br> <p><strong>About the show</strong></p> <p>Sponsored by us! Support our work through:</p> <ul> <li>Our <a href="https://training.talkpython.fm/"><strong>courses at Talk Python Training</strong></a></li> <li><a href="https://courses.pythontest.com/p/the-complete-pytest-course"><strong>The Complete pytest Course</strong></a></li> <li><a href="https://www.patreon.com/pythonbytes"><strong>Patreon Supporters</strong></a></li> </ul> <p><strong>Connect with the hosts</strong></p> <ul> <li>Michael: <a href="https://fosstodon.org/@mkennedy"><strong>@mkennedy@fosstodon.org</strong></a></li> <li>Brian: <a href="https://fosstodon.org/@brianokken"><strong>@brianokken@fosstodon.org</strong></a></li> <li>Show: <a href="https://fosstodon.org/@pythonbytes"><strong>@pythonbytes@fosstodon.org</strong></a></li> </ul> <p>Join us on YouTube at <a href="https://pythonbytes.fm/stream/live"><strong>pythonbytes.fm/live</strong></a> to be part of the audience. Usually Tuesdays at 11am PT. Older video versions available there too.</p> <p><strong>Brian #1:</strong> <a href="https://tonybaloney.github.io/posts/python-gets-a-jit.html"><strong>Python 3.13 gets a JIT</strong></a></p> <ul> <li>Anthony Shaw</li> <li>Great article that walks through JIT concepts with a small example as if you were writing a parser in Python instead of C.</li> <li>Covers <ul> <li>What is a JIT?</li> <li>What is a copy-and-patch JIT? and Why?</li> <li>How does the Python JIT work?</li> <li>Is it faster?</li> <li>This is a building block to future improvements</li> </ul></li> </ul> <p><strong>Michael #2:</strong> <a href="https://fosstodon.org/@basnijholt/111605262871991435">UniDep - Unified Conda and Pip Dependency Management</a></p> <ul> <li>🔄 Single requirements.yaml for both #Conda &amp; #Pip.</li> <li>⚙️ Works with pyproject.toml &amp; setup.py.</li> <li>🏢 Perfect for monorepos.</li> <li>🔒 Create consistent conda-lock files for multiple projects.</li> <li>🌍 Platform-specific support.</li> <li>🚀 <code>unidep install</code> for easy setup.</li> <li><a href="https://github.com/basnijholt/unidep">Full source page</a>.</li> </ul> <p><strong>Brian #3:</strong> <a href="https://hynek.me/articles/pull-requests-branch/"><strong>Don’t Start Pull Requests from Your Main Branch</strong></a></p> <ul> <li>Hynek Schlawack</li> <li>When contributing to other users’ repositories, always start a new branch in your fork.</li> <li>Reasons to not use main <ul> <li>Forces you to only have one change in progress</li> <li>Merges will generate conflicts and you can’t pull from that branch anymore. Need to kill the fork and start over</li> <li>If the target repo has branch protection on, then maintainers can’t push to your branch.</li> </ul></li> <li>Hynek also provides a way to fix things if you’ve already started your changes on a main branch fork.</li> </ul> <p><strong>Michael #4:</strong> <a href="https://github.com/pomponchik/instld"><strong>instld: The simplest package management</strong></a></p> <ul> <li>Thanks to this package, it is very easy to manage the lifecycle of packages.</li> <li>⚡ Run your code without installing libraries.</li> <li>⚡ You can use 2 different versions of the same library in the same program.</li> <li>⚡ You can use incompatible libraries in the same project, as well as libraries with incompatible/conflicting dependencies.</li> <li>⚡ It's easy to share written scripts. The script file becomes self-sufficient - the user does not need to install the necessary libraries.</li> <li>⚡ The library does not leave behind "garbage". After the end of the program, no additional files remain in the system.</li> </ul> <p><strong>Extras</strong> </p> <p>Brian: </p> <ul> <li><a href="https://courses.pythontest.com/p/complete-pytest-course">The Complete pytest Course</a> is now actually complete <ul> <li>Although updates will happen when and if necessary as pytest/Python changes.</li> <li>To celebrate, <strong><em>use code 2024 in January for 10% off</em></strong> any pricing option.</li> </ul></li> <li>More episodes of <a href="https://pythonpeople.fm">Python People</a> and <a href="https://podcast.pythontest.com">Python Test</a> on the way now <ul> <li>That course took up a lot of my time in late 2023</li> <li>Just released an <a href="https://pythonpeople.fm/episodes/will-vincent-django-writing-technical-books">episode with Will Vincent</a> and Python Test will have a new episode this week and for the foreseeable future.</li> <li>Let me know if you want to be on Python People or Python Test</li> </ul></li> </ul> <p>Michael:</p> <ul> <li><em>Hatch follow up: Great coverage of Hatch v1.8.0! One small correction: only the binaries for Hatch are signed with the certificate from the PSF.</em> - <strong>Ofek</strong></li> <li><a href="https://status.python.org/incidents/0mld3fml68nd">PyPI new user registration temporarily suspended</a></li> <li>Pagefind and <a href="https://fosstodon.org/@mkennedy/111637520985150159">how I’m using it</a></li> <li><a href="https://www.youtube.com/watch?v=KeegA_uzzSo">Talk Python Live: Data Doodles event</a> coming early Feb</li> <li>New essay: <a href="https://mkennedy.codes/posts/ai-features-a-waste-of-time/">AI Features a Waste of Time?</a></li> </ul> <p><strong>Joke:</strong> <a href="https://workchronicles.com/put-it-in-the-backlog/">Put it in the backlog</a></p>

January 09, 2024 08:00 AM UTC

Python⇒Speed

NumPy 2 is coming: preventing breakage, updating your code

If you’re writing scientific or data science code with Python, there’s a good chance you’re using NumPy, directly or indirectly. Pandas, Scikit-Image, SciPy, Scikit-Learn, AstroPy… these and many other packages depend on NumPy.

NumPy 2 is a new major release, with a release candidate coming out February 1st 2024, and a final release a month or two later. Importantly, it’s backwards incompatible; not in a major way, but enough that some work might be required to upgrade. And that means you need to make sure your application doesn’t break when NumPy 2 comes out.

In this article we’ll cover:

• The different ways the new release might break your application.
• A quick reminder about the importance of pinning packages.
• How to ensure your application doesn’t install NumPy 2 until you’re ready.
• How to easily upgrade your code to support NumPy 2.

January 09, 2024 12:00 AM UTC

Seth Michael Larson

Security Developer-in-Residence Weekly Report #24

Security Developer-in-Residence Weekly Report #24

January 09, 2024 12:00 AM UTC

January 08, 2024

Django Weblog

DSF Board 2024 Elections – New board members 👋

Following our 2024 DSF Board Election Results, here are quick introductions from our two new board members, Sarah Abderemane and Thibaud Colas, elected for a two-year term for 2024-2025.

Sarah Abderemane

Sarah Abderemane, also known as sabderemane, is a software developer in France. She currently works at Kraken Tech, part of the Octopus Energy group, contributing to solutions to climate change. She works mainly on the backend, but also likes to work on the frontend in her spare time.

She organizes the Django Paris meetup and is an active member of the Django community: she is one of the organizers of the Djangonaut Space program, a member of the Django Accessibility team and maintainer of djangoproject.com.

Outside of open source and work, she is passionate about dance, likes customizing things like mechanical keyboards, and loves to travel to discover new cultures.

Social media and blog:

• Blog: sarahabd.com
• Mastodon: @sabderemane@mastodon.social
• Twitter: @sabderemane_
• LinkedIn: @sarahabd

Thibaud Colas

Thibaud Colas (pronounced /tee-bo/) is a developer based in the UK, working for Torchbox on the Wagtail open source CMS as part of the core team. For Wagtail, Thibaud also contributes to efforts around accessibility, developer relations, as well as participation to programs like Outreachy and Google Summer of Code.

For Django, Thibaud has been involved with organizing and volunteering at events like Django Girls and DjangoCon Europe. More recently, he helped start the accessibility team, and has joined the Djangonaut Space program as a navigator.

Outside of work, Thibaud spends most of his time with two little tornadoes that are 5 and 2 years old. He also enjoys watching sumo and baking macarons. To learn more about Thibaud, check out his personal website thib.me , @thibaud_colas on Twitter/X, @thibaudcolas@fosstodon.org on Mastodon.

Meeting our new board members

Both Sarah and Thibaud are active on the Django Forum, come say hi in their introduction thread!

They will also be taking part in a mini Django contributions sprint and lead discussions on the “Future of Django” as part of Django Cologne’s 50th Meetup.

January 08, 2024 09:03 PM UTC

Anarcat

Last year on this blog

So this blog is now celebrating its 21st birthday (or 20 if you count from zero, or 18 if you want to be pedantic), and I figured I would do this yearly thing of reviewing how that went.

Number of posts

2022 was the official 20th anniversary in any case, and that was one of my best years on record, with 46 posts, surpassed only by the noisy 2005 (62) and matching 2006 (46). 2023, in comparison, was underwhelming: a feeble 11 posts! What happened!

Well, I was busy with other things, mostly away from keyboard, that I will not bore you with here...

The other thing that happened is that the one-liner I used to collect stats was broken (it counted folders and other unrelated files) and wildly overestimated 2022! Turns out I didn't write that much then:

anarc.at$ ls blog | grep '^[0-9][0-9][0-9][0-9].*.md' | se
d s/-.*// | sort | uniq -c  | sort -n -k2
     57 2005
     43 2006
     20 2007
     20 2008
      7 2009
     13 2010
     16 2011
     11 2012
     13 2013
      5 2014
     13 2015
     18 2016
     29 2017
     27 2018
     17 2019
     18 2020
     14 2021
     28 2022
     10 2023
      1 2024

But even that is inaccurate because, in ikiwiki, I can tag any page as being featured on the blog. So we actually need to process the HTML itself because we don't have much better on hand without going through ikiwiki's internals:

anarcat@angela:anarc.at$ curl -sSL https://anarc.at/blog/ | grep 'href="\./' | grep -o 20[0-9][0-9] | sort | uniq -c 
     56 2005
     42 2006
     19 2007
     18 2008
      6 2009
     12 2010
     15 2011
     10 2012
     11 2013
      3 2014
     15 2015
     32 2016
     50 2017
     37 2018
     19 2019
     19 2020
     15 2021
     28 2022
     13 2023

Which puts the top 10 years at:

$ curl -sSL https://anarc.at/blog/ | grep 'href="\./' | grep -o 20[0-9][0-9] | sort | uniq -c  | sort -nr | head -10
     56 2005
     50 2017
     42 2006
     37 2018
     32 2016
     28 2022
     19 2020
     19 2019
     19 2007
     18 2008

Anyway. 2023 is certainly not a glorious year in that regard, in any case.

Visitors

In terms of visits, however, we had quite a few hits. According to Goatcounter, I had 122 300 visits in 2023! 2022, in comparison, had 89 363, so that's quite a rise.

What you read

I seem to have hit the Hacker News front page at least twice. I say "seem" because it's actually pretty hard to tell what the HN frontpage actually is on any given day. I had 22k visits on 2023-03-13, in any case, and you can't see me on the front that day. We do see a post of mine on 2023-09-02, all the way down there, which seem to have generated another 10k visits.

In any case, here were the most popular stories for you fine visitors:

• Framework 12th gen laptop review: 24k visits, which is surprising for a 13k words article "without images", as some critics have complained. 15k referred by Hacker News. Good reference and time-consuming benchmarks, slowly bit-rotting.

  That is, by far, my most popular article ever. A popular article in 2021 or 2022 was around 6k to 9k, so that's a big one. I suspect it will keep getting traffic for a long while.

• Calibre replacement considerations: 15k visits, most of which without a referrer. Was actually an old article, but I suspect HN brought it back to light. I keep updating that wiki page regularly when I find new things, but I'm still using Calibre to import ebooks.

• Hacking my Kobo Clara HD: is not new but always gathering more and more hits, it had 1800 hits in the first year, 4600 hits last year and now brought 6400 visitors to the blog! Not directly related, but this iFixit battery replacement guide I wrote also seem to be quite popular

Everything else was published before 2023. Replacing Smokeping with Prometheus is still around and Looking at Wayland terminal emulators makes an entry in the top five.

Where you've been

People send less and less private information when they browse the web. The number of visitors without referrers was 41% in 2021, it rose to 44% in 2023. Most of the remaining traffic comes from Google, but Hacker News is now a significant chunk, almost as big as Google.

In 2021, Google represented 23% of my traffic, in 2022, it was down to 15% so 18% is actually a rise from last year, even if it seems much smaller than what I usually think of.

Note that Facebook and Twitter do not appear at all in my referrers.

Where you are

Unsurprisingly, most visits still come from the US:

Those ratios are nearly identical to last year, but quite different from 2021, where Germany and France were more or less reversed.

Back in 2021, I mentioned there was a long tail of countries with at least one visit, with 160 countries listed. I expanded that and there's now 182 countries in that list, almost all of the 193 member states in the UN.

What you were

Chrome's dominance continues to expand, even on readers of this blog, gaining two percentage points from Firefox compared to 2021.

It seems like, unfortunately, my Lynx and Haiku users have not visited in the past year. It seems like trying to read those metrics is like figuring out tea leaves...

In terms of operating systems:

Again, Linux and Mac are over-represented, and Android and iOS are under-represented.

What is next

I hope to write more next year. I've been thinking about a few posts I could write for work, about how things work behind the scenes at Tor, that could be informative for many people. We run a rather old setup, but things hold up pretty well for what we throw at it, and it's worth sharing that with the world...

So anyway, thanks for coming, faithful reader, and see you in the coming 2024 year...

January 08, 2024 08:58 PM UTC

Real Python

Learn From 2023's Most Popular Python Tutorials and Courses

Python is always getting better, and 2023 brought a number of exciting developments. As part of the Faster CPython project, Python 3.12 is speedier than previous versions. The new release brings improved error messages and more powerful f-strings. You can also enjoy support for the Linux perf profiler, static typing improvements, and changes to subinterpreters.

The Python Software Foundation (PSF) focused on enhancing security in 2023, with the help of inaugural Security Developer-in-Residence Seth Michael Larson. As part of this comprehensive effort, PyPI completed its first security audit. Plus, the year brought new major versions of pandas, Django, and Pydantic. Another exciting development was Mojo, a superset of Python that’s specifically designed for use in machine-learning contexts.

Here at Real Python, we’ve published over a hundred written tutorials and video courses this year, plus weekly podcast episodes. Keep reading to revisit an old favorite or embark on a new learning journey. You can also check out the wrap-up podcast episode.

Join Now: Click here to join the Real Python Newsletter and you'll never miss another Python tutorial, course update, or post.

Practice Your Skills

Practice makes perfect, especially when it comes to programming. This year, the Real Python team expanded the Python Basics learning path with exercises designed to strengthen your Python skills and help you apply your knowledge in real-world scenarios.

In these courses, you can test your knowledge by completing review exercises and challenges before comparing your work to the instructors’ solutions:

• Python Basics Exercises: Numbers and Math
• Python Basics Exercises: Object-Oriented Programming
• Python Basics Exercises: Modules and Packages

By actively engaging with these exercises, you’ll solidify your understanding of Python concepts and build confidence in your programming abilities. Another way to test your knowledge is by taking quizzes, and we added several in 2023. For help along the way, be sure to join Real Python’s community chat and weekly office hours.

Customize Your Coding Environment

Your coding environment plays a crucial role in your productivity as a programmer, so it’s definitely worthwhile to explore your options and make yourself at home. That means picking the perfect editor or IDE for your use case and then tweaking how it works for you.

In these tutorials, you’ll learn how to customize your coding environment to suit your needs:

• Boost Your Coding Productivity With Ptpython
• Choosing the Best Coding Font for Programming
• JupyterLab for an Enhanced Notebook Experience

By exploring these resources, you’ll discover tools and techniques that can enhance your coding experience, making you more efficient and comfortable as you write Python code.

Read the full article at https://realpython.com/popular-python-tutorials-2023/ »

[ Improve Your Python With 🐍 Python Tricks 💌 – Get a short & sweet Python Trick delivered to your inbox every couple of days. >> Click here to learn more and see examples ]

January 08, 2024 02:00 PM UTC

Montreal Python User Group

Montréal-Python 2024 Elections

Dear Pythonistas, after many years of commitment, the current Python Montreal board of directors team has decided to pass the torch. We are now opening the doors to new, passionate members of the Python community to continue to make our organization shine.

Election calendar:

• Application period officially open
• Announcement of applications: January 22, 2024 on our social networks
• Opening of the online voting period from January 22 to 31, 2024
• Physical event to learn more about the candidates and interact with them: January 29, 2024 at MP-103
• Announcement of the new CA: February 1, 2024

If you share our passion for Python and would like to actively contribute to its development in Montréal, we invite you to fill out this application form.

January 08, 2024 05:00 AM UTC

• • RSS feed
  • Titles Only
  • Powered by Planet!
• Other Python Planets
  • Python Summer of Code
  • Planet Python Francophone
  • Planet Python Argentina
  • Planet Python Brasil
  • Planet Python Poland
• Python Libraries
  • OLPC
  • PySoy
  • SciPy
  • SymPy
  • Twisted
• Python/Web Planets
  • CherryPy
  • Django Community
  • Plone
  • Turbogears
• Other Languages
  • Haskell
  • Lisp
  • Parrot
  • Perl
  • Ruby
• Databases
  • MySQL
  • PostgreSQL
• Subscriptions
  • [OPML feed]
  • "Mathspp Pydon'ts"
  • "Menno's Musings"
  • "Michael J.T. O'Kelly"
  • "Morphex's Blogologue"
  • "Speno's Pythonic Avocado"
  • "William's Journal"
  • 2degrees
  • A. Jesse Jiryu Davis
  • ABlog for Sphinx
  • Aahz
  • Abhijeet Pal
  • Abu Ashraf Masnun
  • Adam Pletcher
  • Agendaless Consulting
  • Ahmed Bouchefra
  • Al-Ahmadgaid Asaad
  • Alec Munro
  • Alex Grönholm
  • Alex Morozov
  • Alexander Limi
  • Alexandre Conrad
  • Alexandre Vassalotti
  • Alexey Evseev
  • Allison Kaptur
  • Amjith Ramanujam
  • AmvTek
  • Anarcat
  • Anatoly Techtonik
  • Andre Roberge
  • Andrea Grandi
  • Andrew Dalke
  • Andriy Kornatskyy
  • Andy Dustman
  • Andy R. Terrel
  • Anna Martelli Ravenscroft
  • Anthony Baxter
  • Anton Belyaev
  • Anton Bobrov
  • Anwesha Das
  • Armin Ronacher
  • Artem Golubin
  • Artem Rys
  • Ashish Vidyarthi
  • Astro Code School
  • Automating OSINT
  • Awesome Python Applications
  • Baiju Muthukadan
  • Bajusz Tamás
  • BeDjango
  • Ben Bass
  • Ben Cook
  • Ben Rousch
  • Benjamin Peterson
  • Benji York
  • Bertrand Mathieu
  • Bhavin Gandhi
  • Bhishan Bhandari
  • BioPython News
  • Bit of Cheese
  • Bojan Mihelac
  • Brandon Rhodes
  • BreadcrumbsCollector
  • Brendan Scott
  • Brett Cannon
  • Brian Okken
  • Bruno Oliveira
  • Bruno Ponne / Coding The Past
  • Bruno Rocha
  • Caktus Consulting Group
  • Calvin Cheng
  • Calvin Spealman
  • Carl Chenet
  • Carl Düvel
  • Carl Trachte
  • Carlos Eduardo de Paula
  • Casey Duncan
  • Catherine Devlin
  • Ching-Hwa Yu
  • Chris Hager
  • Chris Miles
  • Chris Mitchell
  • Chris Moffitt
  • Chris Rose
  • Chris Warrick
  • Christian Heimes
  • Christian Ledermann
  • Christian Scholz
  • Christoph Zwerschke
  • CodeGrades
  • CodeSnipers
  • CodersLegacy
  • Coding Diet
  • Corey Gallon
  • Corey Goldberg
  • Cormoran Project
  • Cross-Platform Command Line Tools
  • CubicWeb
  • Curtis Miller
  • DSPIllustrations.com
  • DaPythonista
  • Daily Tech Video (Python)
  • Dallas Fort Worth Pythoneers
  • Dan Crosta
  • Dan Stromberg
  • Dan Yeaw
  • Daniel Bader
  • Daniel Nouri
  • Daniel Roy Greenfeld
  • Data Community DC
  • Data School
  • DataWars.io
  • Dave Beazley
  • David Amos
  • David Caron
  • David Goodger
  • David Lindelof
  • David MacIver
  • David Malcolm
  • David Szotten
  • Davide Moro
  • Davy Mitchell
  • Davy Wybiral
  • Declassed Art
  • Denis Kurov
  • Django Weblog
  • Djangostars
  • Doing Math with Python
  • Doug Hellmann
  • Dougal Matthews
  • Duncan McGreggor
  • Ed Crewe
  • Edward K. Ream
  • Eli Bendersky
  • Eniram Ltd.
  • Eray Özkural (examachine)
  • Erik Marsja
  • Etienne Desautels
  • EuroPython
  • EuroPython Society
  • Evennia
  • Everyday Superpowers
  • Fabio Zadrozny
  • Filip Wasilewski
  • Filipe Saraiva
  • Flavio Coelho
  • Flavio Percoco
  • Floris Bruynooghe
  • Frank Wierzbicki
  • François Dion
  • François Marier
  • Frederik Rietdijk
  • From Python Import Podcast
  • Full Stack Python
  • Gaël Varoquaux
  • Georges Dubus
  • Ghaandee on IT
  • Giampaolo Rodola
  • Giulio Fidente
  • Glenn Franxman
  • Glyph Lefkowitz
  • Go Deh
  • Gocept Weblog
  • Godson Gera
  • Graeme Cross
  • Graham Dumpleton
  • Graham Wheeler
  • Grant Baillie
  • Grant Rettke
  • Greg Taylor
  • Grig Gheorghiu
  • Grzegorz Śliwiński
  • Guido van Rossum
  • Gustavo Narea
  • Gustavo Niemeyer
  • Gökhan Sever
  • Hernan Grecco
  • Hilary Mason
  • Holger Krekel
  • Holger Peters
  • Humberto Rocha
  • Hynek Schlawack
  • Ian Ozsvald
  • Ilian Iliev
  • Import Python
  • Inspired Python
  • Ionel Cristian Maries
  • IronPython-URLs
  • IslandT
  • Israel Fruchter
  • Itamar Turner Trauring
  • Ivan Velichko
  • J. Pablo Fernández
  • Jack Diederich
  • Jacob Perkins
  • Jahongir Rahmonov
  • Jaime Buelta
  • Jamal Moir
  • James Bennett
  • Janusworx
  • Jarrod Millman
  • Jean-Paul Calderone
  • Jeff Bisbee
  • Jeff Bradberry
  • Jeff Hinrichs
  • Jeff Shell
  • Jeremy Epstein
  • Jeremy Hylton
  • Jim Fulton
  • Joe Abbate
  • Joe Pitz
  • Johan Dahlin
  • John Burns
  • John Cook
  • John Jacobsen
  • John Ludhi/nbshare.io
  • Jon Parise
  • Jonathan Ellis
  • Jonathan Harrington
  • Jonathan Hartley
  • Jonathan Street
  • Jorgen Schäfer
  • Juan Manuel Contreras
  • Julien Danjou
  • Julien Tayon
  • Juri Pakaste
  • Just a little Python
  • Justin Mayer
  • Kai Lautaportti
  • Karim Elghamrawy
  • Kay Hayen
  • Kay Schluehr
  • Kelly Yancey
  • Kodnito
  • Kogan Dev
  • Konrad Delong
  • Koodaamo
  • Kristján Valur Jónsson
  • Kriti Godey
  • Kulbir Saini
  • Kumar McMillan
  • Kumar Vipin Yadav
  • Kushal Das
  • Károly Nagy
  • LAAC Technology
  • Laurent Szyster
  • Leigh Honeywell
  • Lennart Regebro
  • Leonhard Vogt
  • Lintel Technologies
  • Linux Stans
  • ListenData
  • Logilab
  • Low Kian Seong
  • Luca Botti
  • Lucas Cimon
  • Ludovic Gasc
  • Ludvig Ericson
  • Luke Plant
  • Maciej Fijalkowsk
  • Made With Mu
  • Mahmoud Hashemi
  • Malthe Borch
  • Marc Richter
  • Marc-André Lemburg
  • Marcos Dione
  • Marius Gedminas
  • Mark Dufour
  • Mark McLoughlin
  • Mark McMahon
  • Martijn Pieters
  • Martin Fitzpatrick
  • Mats Kindahl
  • Matt Layman
  • Matthew Rocklin
  • Matthew Rollings
  • Matthew Wilson
  • Matthew Wright
  • Mattias Brändström
  • Mauveweb
  • Michael Becker
  • Michael Droettboom
  • Michael Foord
  • Michael Nelson
  • Michal Kwiatkowski
  • Michał Bultrowicz
  • Michele Simionato
  • Michy Alice
  • Mike C. Fletcher
  • Mike Driscoll
  • Mike Müller
  • Mikhail Korobov
  • Mikko Ohtamaa
  • Mirek Długosz
  • Mitchell Garnaat
  • Mitya Sirenef
  • Montreal Python User Group
  • Moshe Zadka
  • Moya Project
  • Mozilla Web Development
  • Muharem Hrnjadovic
  • Mycli
  • Nadav Samet
  • Naomi Ceder
  • Natan Zabkar
  • Ned Batchelder
  • Neil Schemenauer
  • Nick Coghlan
  • Nick Craig-Wood
  • Nick Efford
  • Nick Janetakis
  • Nicola Iarocci
  • Nicolas Dumazet
  • Nicolas Paris
  • Nigel Babu
  • Nikola
  • Nikolaos Diamantis
  • Not Invented Here
  • Nsukami Patrick
  • Obey the Testing Goat
  • Ofosos
  • Omaha Python Users Group
  • Ondřej Čertík
  • Paolo Melchiorre
  • Pathwright
  • Patrice Neff
  • Patrick Kennedy
  • Paul Everitt
  • Paul Harrison
  • Paul Redman
  • Paweł Fertyk
  • Pedro Lima
  • Peter Bengtsson
  • Peter Eisentraut
  • Peter Fankhänel
  • Peter Harkins
  • Peter Hoffmann
  • Phil Hassey
  • Philip Jenvey
  • Philipp von Weitershausen
  • Philippe Normand
  • Phillip J. Eby
  • Podcast.__init__
  • Polyglot.Ninja()
  • Possbility and Probability
  • Pradeep Gowda
  • Pranav Pandey
  • Praveen Gollakota
  • Programiz
  • Programming Ideas With Jake
  • Przemysław Kołodziejczyk
  • PyATL Bytecode
  • PyBites
  • PyCharm
  • PyCoder’s Weekly
  • PyCon
  • PyPy
  • PyTennessee
  • Python 4 Kids
  • Python 411 Podcast
  • Python Advocacy
  • Python Anywhere
  • Python Bytes
  • Python Celery - Weekly Celery Tutorials and How-tos
  • Python Circle
  • Python Data
  • Python Diary
  • Python Does What?!
  • Python Engineering at Microsoft
  • Python GUIs
  • Python Insider
  • Python Morsels
  • Python People
  • Python Piedmont Triad User Group
  • Python Pool
  • Python Software Foundation
  • Python Sweetness
  • Python User Groups
  • Python for Beginners
  • Python on Karan
  • Python with Myo
  • Python(x,y) News
  • PythonClub - A Brazilian collaborative blog about Python
  • PythonDebugging.com
  • Pythonicity
  • Pythonology
  • Python⇒Speed
  • Péter Szabó
  • Péter Zsoldos
  • Quansight Labs Blog
  • R David Murray
  • RMOTR
  • Ralph Bean
  • Ram Rachum
  • Randell Benavidez
  • Randle Taylor
  • Randy Zwitch
  • Raymond Hettinger
  • Read the Docs
  • Real Python
  • Red Hat Developers
  • Rene Dudfield
  • Reuven Lerner
  • Richard Tew
  • Richard Wall
  • Rickard Lindberg
  • Rishi Maker
  • Rob Galanakis
  • Robert Collins
  • Robert Zaremba
  • Robin Parmar
  • Robin Wilson
  • Rodrigo Araúj
  • RoseHosting Blog
  • Ruslan Spivak
  • Ryan Cox
  • S. Lott
  • S. R. Krishnan
  • SDJournal
  • SPE Weblog
  • STX Next
  • Salim Fadhley
  • Sandipan Dey
  • Sandro Tosi
  • Sean McGrath
  • Sebastian Pölsterl
  • Sebastian Witowski
  • Selena Deckelmann
  • Senthil Kumaran
  • Seth Michael Larson
  • Shannon -jj Behrens
  • ShiningPanda
  • Simeon Franklin
  • Simeon Visser
  • Simon
  • Simon Brunning
  • Simon Wittber
  • Simple is Better Than Complex
  • SoftFormance
  • Speed Matters
  • Spike ekipS
  • Spyder IDE
  • Stack Abuse
  • Stanislas Morbieu
  • Starzel.de
  • Stefan Behnel
  • Stefan Scherfke
  • Stein Magnus Jodal
  • Stephen Ferg
  • Steve Holden
  • Steven Klass
  • Stuart Gordon Reid
  • Stéphane Wirtel
  • Sumana Harihareswara - Cogito, Ergo Sumana
  • Suresh Dasari/Tutlane.com
  • Swisscom ICT
  • Talk Python to Me
  • Taylor Edmiston
  • TechBeamers Python
  • Techiediaries - Django
  • Terri Oda
  • Terry Jones
  • Test and Code
  • TestDriven.io
  • The Data Scientist
  • The Digital Cat
  • The Lunar Cowboy
  • The No Title® Tech Blog
  • The Occasional Occurrence
  • The Open Sourcerer
  • The Parcon Blog
  • The Python Coding Blog
  • The Python Papers
  • The Three of Wands
  • Thibauld Nion
  • ThisHosting.Rocks
  • Thomas Guest
  • Thomas Vander Stichele
  • Tibo Beijen
  • Tim Arnold / reachtim
  • Tim Gilbert
  • Tim Knapp
  • Tim Lesher
  • Tobias Ivarsson
  • Tom Christie
  • Tomasz Ducin
  • Tomaž Muraus
  • Tomer Filiba
  • Tony Breyal
  • Toshio Kuratomi
  • Travis Oliphant
  • Trey Hunner
  • Tryton News
  • Turnkey Linux
  • Twisted Matrix Labs
  • TypeThePipe
  • V.S. Babu
  • Varun Nischal
  • Vasudev Ram
  • Vinay Sajip
  • Vinay Sajip (Logging)
  • Vinayak Mehta
  • Virgil Dupras
  • Vladimir Perić
  • Wayne Witzel
  • Weekly Python Chat
  • Weekly Python StackOverflow Report
  • Wes Mason
  • Wesley Chun
  • Will Kahn-Greene
  • Will McGugan
  • Will Pierce
  • William Minchin
  • William Reade
  • Wing Tips
  • Wingware
  • Wyatt Baldwin
  • Yaniv Aknin
  • Yann Larrivée
  • Yuval Greenfield
  • Zaki Akhmad
  • Zato Blog
  • Zero to Mastery
  • Zero-with-Dot (Oleg Żero)
  • ZeroDB
  • bottlepy-dev
  • codeboje
  • death and gravity
  • eGenix.com
  • hypothesis.works articles
  • kdev-python
  • meejah.ca
  • nl-project
  • pgcli
  • py.CheckIO
  • pygame
  • pythonwise
  • qutebrowser development blog
  • saaj/recollection
  • scikit-learn
  • testmon
  • tryexceptpass
  • Éric Araujo
  • Łukasz Langa
  • To request addition or removal:
    Open an issue on github